diff --git a/Cluster_Mass_Error_Demonstration/Error Demonstration 10 million years old-0.1Z_solar.ipynb b/Cluster_Mass_Error_Demonstration/Error Demonstration 10 million years old-0.1Z_solar.ipynb new file mode 100755 index 00000000..5450708d --- /dev/null +++ b/Cluster_Mass_Error_Demonstration/Error Demonstration 10 million years old-0.1Z_solar.ipynb @@ -0,0 +1,1789 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## (Terse) Testing and Debugging the BPASS isochrone at 10^7.0 years age. (Nonsolar metallicity)\n", + "\n", + "In this BPASS isochrone and cluster plot, I go over the BPASS isochrone for 1 billion years age, 0.1 times solar metallicity, AKs=0.0, and distance of 1000 parsecs from Earth. From the isochrone and cluster, we discuss several plots such as the log_g frequency distribution of the isochrone, the color magnitude diagram (B-V vs M_V), and the current-mass luminosity relationship of the cluster." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**This notebook is meant to demonstrate the errors I have found in the generated cluster mass of in the Binary_Cluster.**" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/pysynphot/locations.py:346: UserWarning: Extinction files not found in /g/lu/models/cdbs/extinction\n", + " warnings.warn('Extinction files not found in %s' % (extdir, ))\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/pysynphot/refs.py:125: UserWarning: No thermal tables found, no thermal calculations can be performed. No files found for /g/lu/models/cdbs/mtab/*_tmt.fits\n", + " 'no thermal calculations can be performed. ' + str(e))\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/units/quantity.py:477: RuntimeWarning: invalid value encountered in true_divide\n", + " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n", + "/u/ryotainagaki/Desktop/PyPopStar/spisea/evolution.py:1794: RuntimeWarning: overflow encountered in power\n", + " (1 / cs.au) * un.m)\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/table/column.py:1020: RuntimeWarning: invalid value encountered in greater\n", + " result = getattr(super(), op)(other)\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/units/quantity.py:477: RuntimeWarning: divide by zero encountered in true_divide\n", + " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Changing to logg=2.50 for T= 11956 logg=1.83\n", + "Changing to T= 50000 for T= 51512 logg=4.31\n", + "Changing to logg=5.00 for T= 51512 logg=4.31\n", + "Changing to T= 50000 for T= 58383 logg=4.33\n", + "Changing to logg=5.00 for T= 58383 logg=4.33\n", + "Changing to logg=4.50 for T= 47267 logg=4.32\n", + "Changing to T= 50000 for T= 53429 logg=4.31\n", + "Changing to logg=5.00 for T= 53429 logg=4.31\n", + "Changing to T= 50000 for T= 56650 logg=4.32\n", + "Changing to logg=5.00 for T= 56650 logg=4.32\n", + "Changing to logg=5.00 for T= 49421 logg=4.31\n", + "Changing to T= 50000 for T=181176 logg=5.89\n", + "Changing to logg=5.00 for T=181176 logg=5.89\n", + "Changing to logg=2.50 for T= 15844 logg=1.75\n", + "Changing to logg=2.00 for T= 11558 logg=1.16\n", + "Changing to logg=2.00 for T= 9831 logg=0.95\n", + "Changing to logg=3.50 for T= 27883 logg=2.95\n", + "Changing to T= 50000 for T= 91287 logg=5.21\n", + "Changing to logg=5.00 for T= 91287 logg=5.21\n", + "Changing to T= 50000 for T= 62004 logg=4.40\n", + "Changing to logg=5.00 for T= 62004 logg=4.40\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.50 for T= 40168 logg=3.97\n", + "Changing to logg=4.00 for T= 31860 logg=2.94\n", + "Changing to logg=2.50 for T= 16585 logg=1.81\n", + "Changing to T= 50000 for T= 53132 logg=3.86\n", + "Changing to logg=5.00 for T= 53132 logg=3.86\n", + "Changing to logg=2.50 for T= 12008 logg=1.84\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to T= 50000 for T= 69499 logg=4.63\n", + "Changing to logg=5.00 for T= 69499 logg=4.63\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 33652 logg=3.06\n", + "Changing to T= 50000 for T= 70362 logg=4.66\n", + "Changing to logg=5.00 for T= 70362 logg=4.66\n", + "Changing to logg=2.50 for T= 14983 logg=1.88\n", + "Changing to logg=4.00 for T= 32815 logg=3.05\n", + "Changing to logg=2.50 for T= 12150 logg=1.25\n", + "Changing to logg=2.50 for T= 14174 logg=1.52\n", + "Changing to logg=2.00 for T= 9079 logg=0.83\n", + "Changing to logg=3.00 for T= 22193 logg=2.31\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 14360 logg=1.56\n", + "Changing to logg=4.00 for T= 34611 logg=3.12\n", + "Changing to logg=2.00 for T= 11179 logg=1.12\n", + "Changing to logg=3.50 for T= 26090 logg=2.91\n", + "Changing to logg=3.00 for T= 19914 logg=2.45\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.50 for T= 29585 logg=2.86\n", + "Changing to logg=4.50 for T= 44039 logg=3.75\n", + "Changing to logg=3.00 for T= 21691 logg=2.52\n", + "Changing to logg=4.00 for T= 35401 logg=3.16\n", + "Changing to logg=4.00 for T= 35749 logg=3.85\n", + "Changing to T= 50000 for T= 57711 logg=4.25\n", + "Changing to logg=5.00 for T= 57711 logg=4.25\n", + "Changing to logg=2.50 for T= 12942 logg=1.36\n", + "Changing to logg=4.00 for T= 31579 logg=2.96\n", + "Changing to T= 50000 for T=124474 logg=5.34\n", + "Changing to logg=5.00 for T=124474 logg=5.34\n", + "Changing to logg=2.50 for T= 17655 logg=1.94\n", + "Changing to logg=4.00 for T= 37066 logg=3.26\n", + "Changing to T= 50000 for T=117666 logg=5.25\n", + "Changing to logg=5.00 for T=117666 logg=5.25\n", + "Changing to logg=2.50 for T= 14304 logg=1.57\n", + "Changing to logg=3.00 for T= 23460 logg=2.65\n", + "Changing to logg=2.50 for T= 16915 logg=1.83\n", + "Changing to logg=3.00 for T= 24780 logg=2.51\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 31288 logg=3.32\n", + "Changing to logg=2.50 for T= 11892 logg=1.82\n", + "Changing to logg=2.50 for T= 15120 logg=1.64\n", + "Changing to logg=2.00 for T= 10823 logg=1.08\n", + "Changing to logg=3.00 for T= 24136 logg=2.46\n", + "Changing to logg=3.50 for T= 28318 logg=2.79\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 31390 logg=3.78\n", + "Changing to T= 50000 for T= 50807 logg=4.01\n", + "Changing to logg=5.00 for T= 50807 logg=4.01\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 25766 logg=2.81\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.50 for T= 42386 logg=3.68\n", + "Changing to logg=4.50 for T= 42597 logg=3.69\n", + "Changing to logg=3.00 for T= 25037 logg=2.57\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.50 for T= 26892 logg=2.88\n", + "Changing to T= 50000 for T= 91441 logg=5.19\n", + "Changing to logg=5.00 for T= 91441 logg=5.19\n", + "Changing to logg=2.50 for T= 18565 logg=2.03\n", + "Changing to logg=3.50 for T= 29837 logg=3.14\n", + "Changing to logg=4.50 for T= 43228 logg=3.50\n", + "Changing to logg=2.50 for T= 12039 logg=1.25\n", + "Changing to logg=2.50 for T= 16928 logg=1.85\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 32154 logg=3.01\n", + "Changing to logg=3.50 for T= 29569 logg=3.12\n", + "Changing to logg=2.00 for T= 9630 logg=0.86\n", + "Changing to logg=2.50 for T= 12514 logg=1.30\n", + "Changing to logg=4.00 for T= 38158 logg=3.83\n", + "Changing to logg=4.50 for T= 39663 logg=3.36\n", + "Changing to logg=4.00 for T= 36115 logg=3.99\n", + "Changing to logg=4.00 for T= 32681 logg=3.01\n", + "Changing to logg=3.50 for T= 30042 logg=3.15\n", + "Changing to logg=2.50 for T= 17615 logg=1.90\n", + "Changing to logg=2.00 for T= 9152 logg=1.27\n", + "Changing to T= 50000 for T= 63192 logg=4.44\n", + "Changing to logg=5.00 for T= 63192 logg=4.44\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 21608 logg=2.26\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to T= 50000 for T=116915 logg=5.23\n", + "Changing to logg=5.00 for T=116915 logg=5.23\n", + "Changing to logg=2.00 for T= 9988 logg=0.92\n", + "Changing to logg=2.50 for T= 14880 logg=1.60\n", + "Changing to logg=4.00 for T= 34051 logg=3.89\n", + "Changing to logg=4.50 for T= 45926 logg=3.89\n", + "Changing to logg=3.00 for T= 25861 logg=2.89\n", + "Changing to logg=4.00 for T= 31100 logg=3.62\n", + "Changing to logg=3.50 for T= 28915 logg=3.01\n", + "Changing to logg=3.50 for T= 28929 logg=2.81\n", + "Changing to logg=3.50 for T= 26486 logg=2.86\n", + "Changing to logg=3.50 for T= 30512 logg=3.17\n", + "Changing to logg=3.50 for T= 29669 logg=3.06\n", + "Changing to logg=4.00 for T= 33624 logg=3.94\n", + "Changing to logg=3.50 for T= 26782 logg=3.32\n", + "Changing to logg=3.00 for T= 21579 logg=2.87\n", + "Changing to logg=3.00 for T= 20333 logg=2.17\n", + "Changing to logg=3.00 for T= 23329 logg=2.40\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.50 for T= 28166 logg=2.78\n", + "Changing to logg=3.50 for T= 29992 logg=2.87\n", + "Changing to logg=2.50 for T= 12147 logg=1.26\n", + "Changing to logg=3.50 for T= 28086 logg=2.77\n", + "Changing to logg=2.50 for T= 16536 logg=1.78\n", + "Changing to logg=3.00 for T= 19170 logg=2.05\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.50 for T= 28503 logg=3.21\n", + "Changing to logg=4.00 for T= 33087 logg=3.25\n", + "Changing to logg=3.50 for T= 30157 logg=3.42\n", + "Changing to logg=3.00 for T= 22562 logg=2.36\n", + "Changing to logg=3.50 for T= 27580 logg=2.74\n", + "Changing to logg=2.50 for T= 18738 logg=2.02\n", + "Changing to logg=3.00 for T= 25242 logg=2.78\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 34972 logg=3.13\n", + "Changing to logg=2.50 for T= 13454 logg=1.43\n", + "Changing to logg=3.50 for T= 30156 logg=2.88\n", + "Changing to logg=3.00 for T= 21103 logg=2.55\n", + "Changing to logg=3.50 for T= 29877 logg=2.87\n", + "Changing to logg=4.00 for T= 33304 logg=3.86\n", + "Changing to logg=3.50 for T= 29227 logg=3.14\n", + "Changing to logg=3.00 for T= 20516 logg=2.16\n", + "Changing to T= 50000 for T=105619 logg=5.06\n", + "Changing to logg=5.00 for T=105619 logg=5.06\n", + "Changing to logg=4.50 for T= 41093 logg=3.42\n", + "Changing to logg=4.00 for T= 34521 logg=3.99\n", + "Changing to logg=4.00 for T= 31640 logg=3.88\n", + "Changing to T= 50000 for T= 55978 logg=4.20\n", + "Changing to logg=5.00 for T= 55978 logg=4.20\n", + "Changing to T= 50000 for T= 68751 logg=4.61\n", + "Changing to logg=5.00 for T= 68751 logg=4.61\n", + "Changing to logg=3.50 for T= 28358 logg=2.75\n", + "Changing to logg=4.00 for T= 38923 logg=3.84\n", + "Changing to logg=3.00 for T= 25744 logg=2.62\n", + "Changing to logg=3.50 for T= 26551 logg=2.62\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 14269 logg=1.80\n", + "Changing to logg=2.50 for T= 13108 logg=1.41\n", + "Changing to logg=4.00 for T= 34029 logg=3.99\n", + "Changing to logg=4.00 for T= 35090 logg=3.35\n", + "Changing to logg=2.50 for T= 15507 logg=1.71\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 34623 logg=3.33\n", + "Changing to logg=3.00 for T= 19791 logg=2.10\n", + "Changing to logg=2.00 for T= 10049 logg=0.95\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 31430 logg=2.97\n", + "Changing to logg=3.00 for T= 21295 logg=2.25\n", + "Changing to T= 50000 for T= 89824 logg=5.14\n", + "Changing to logg=5.00 for T= 89824 logg=5.14\n", + "Changing to logg=3.00 for T= 20547 logg=2.50\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Changing to logg=4.50 for T= 42029 logg=3.73\n", + "Changing to logg=2.00 for T= 10415 logg=1.01\n", + "Changing to logg=3.50 for T= 30989 logg=2.93\n", + "Changing to logg=4.00 for T= 33833 logg=3.35\n", + "Changing to logg=4.00 for T= 35244 logg=3.15\n", + "Changing to logg=3.00 for T= 24174 logg=2.77\n", + "Changing to logg=2.00 for T= 11159 logg=1.11\n", + "Changing to logg=2.00 for T= 10999 logg=1.08\n", + "Changing to logg=3.00 for T= 19341 logg=2.10\n", + "Changing to T= 50000 for T=118899 logg=5.27\n", + "Changing to logg=5.00 for T=118899 logg=5.27\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.50 for T= 26158 logg=2.63\n", + "Changing to logg=3.50 for T= 29295 logg=3.10\n", + "Changing to T= 50000 for T=111828 logg=5.43\n", + "Changing to logg=5.00 for T=111828 logg=5.43\n", + "Changing to logg=3.00 for T= 24761 logg=2.55\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.50 for T= 29681 logg=3.44\n", + "Changing to logg=4.00 for T= 33805 logg=3.10\n", + "Changing to T= 50000 for T= 72991 logg=4.76\n", + "Changing to logg=5.00 for T= 72991 logg=4.76\n", + "Changing to logg=3.50 for T= 28695 logg=2.81\n", + "Changing to logg=3.50 for T= 27648 logg=2.71\n", + "Changing to T= 50000 for T=108863 logg=5.37\n", + "Changing to logg=5.00 for T=108863 logg=5.37\n", + "Changing to logg=3.50 for T= 26146 logg=3.43\n", + "Changing to logg=2.50 for T= 15753 logg=1.97\n", + "Changing to logg=4.00 for T= 33912 logg=3.36\n", + "Changing to T= 50000 for T= 52552 logg=4.08\n", + "Changing to logg=5.00 for T= 52552 logg=4.08\n", + "Changing to T= 50000 for T= 56351 logg=4.20\n", + "Changing to logg=5.00 for T= 56351 logg=4.20\n", + "Changing to logg=4.00 for T= 34365 logg=3.11\n", + "Changing to logg=2.00 for T= 10556 logg=1.00\n", + "Changing to logg=3.50 for T= 28880 logg=3.47\n", + "Changing to logg=3.00 for T= 21639 logg=2.59\n", + "Changing to logg=2.00 for T= 11587 logg=1.20\n", + "Changing to logg=2.00 for T= 10044 logg=0.93\n", + "Changing to logg=2.50 for T= 14210 logg=1.53\n", + "Changing to logg=2.00 for T= 10082 logg=0.94\n", + "Changing to logg=2.50 for T= 13396 logg=1.45\n", + "Changing to logg=4.00 for T= 37430 logg=3.75\n", + "Changing to logg=2.00 for T= 10844 logg=1.08\n", + "Changing to logg=2.50 for T= 13054 logg=1.39\n", + "Changing to T= 50000 for T= 69716 logg=4.65\n", + "Changing to logg=5.00 for T= 69716 logg=4.65\n", + "Changing to logg=4.00 for T= 37540 logg=3.54\n", + "Changing to logg=3.50 for T= 29402 logg=2.84\n", + "Changing to logg=3.00 for T= 20509 logg=2.63\n", + "Changing to logg=2.00 for T= 9384 logg=0.82\n", + "Changing to T= 50000 for T=110685 logg=5.39\n", + "Changing to logg=5.00 for T=110685 logg=5.39\n", + "Changing to logg=4.50 for T= 44609 logg=3.55\n", + "Changing to logg=2.50 for T= 16790 logg=2.08\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.50 for T= 27749 logg=2.73\n", + "Changing to T= 50000 for T=117744 logg=5.25\n", + "Changing to logg=5.00 for T=117744 logg=5.25\n", + "Changing to logg=3.00 for T= 20172 logg=2.15\n", + "Changing to logg=2.50 for T= 11982 logg=1.23\n", + "Changing to logg=3.50 for T= 28668 logg=2.79\n", + "Changing to logg=3.00 for T= 19250 logg=2.07\n", + "Changing to T= 50000 for T=125974 logg=5.36\n", + "Changing to logg=5.00 for T=125974 logg=5.36\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.50 for T= 26511 logg=2.65\n", + "Changing to logg=4.00 for T= 31018 logg=3.55\n", + "Changing to logg=3.00 for T= 25219 logg=2.58\n", + "Changing to logg=4.00 for T= 32394 logg=3.96\n", + "Changing to T= 50000 for T= 52353 logg=4.07\n", + "Changing to logg=5.00 for T= 52353 logg=4.07\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=0.50 for T= 6594 logg=0.24\n", + "Changing to logg=0.50 for T= 7388 logg=0.40\n", + "Changing to logg=4.00 for T= 34831 logg=3.59\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 25754 logg=2.60\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 15951 logg=1.99\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 12157 logg=1.28\n", + "Changing to T= 50000 for T= 59465 logg=4.31\n", + "Changing to logg=5.00 for T= 59465 logg=4.31\n", + "Changing to logg=2.50 for T= 13598 logg=1.71\n", + "Changing to logg=2.00 for T= 11278 logg=1.40\n", + "Changing to logg=3.00 for T= 24047 logg=2.47\n", + "Changing to logg=2.50 for T= 15485 logg=1.67\n", + "Changing to logg=4.50 for T= 44410 logg=3.77\n", + "Changing to logg=2.50 for T= 18221 logg=2.30\n", + "Changing to logg=2.50 for T= 15171 logg=1.65\n", + "Changing to logg=2.50 for T= 13637 logg=1.45\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.00 for T= 11639 logg=1.18\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 31625 logg=3.48\n", + "Changing to logg=4.50 for T= 45850 logg=3.82\n", + "Changing to logg=2.50 for T= 17697 logg=1.94\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.50 for T= 41138 logg=3.44\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=1.00 for T= 8146 logg=0.84\n", + "Changing to logg=3.00 for T= 24369 logg=2.72\n", + "Changing to logg=2.50 for T= 14357 logg=2.20\n", + "Changing to logg=4.00 for T= 33612 logg=3.78\n", + "Changing to logg=3.50 for T= 30706 logg=2.90\n", + "Changing to T= 50000 for T= 66555 logg=4.55\n", + "Changing to logg=5.00 for T= 66555 logg=4.55\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.50 for T= 43817 logg=3.81\n", + "Changing to logg=2.50 for T= 13405 logg=1.44\n", + "Changing to T= 50000 for T= 69306 logg=4.64\n", + "Changing to logg=5.00 for T= 69306 logg=4.64\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.50 for T= 42111 logg=3.67\n", + "Changing to logg=2.50 for T= 16452 logg=1.78\n", + "Changing to logg=2.50 for T= 13843 logg=1.48\n", + "Changing to logg=3.00 for T= 25063 logg=2.53\n", + "Changing to logg=3.00 for T= 22445 logg=2.57\n", + "Changing to logg=3.00 for T= 24419 logg=2.72\n", + "Changing to logg=3.00 for T= 21113 logg=2.20\n", + "Changing to logg=3.50 for T= 28474 logg=3.41\n", + "Changing to logg=4.50 for T= 40654 logg=3.39\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 33346 logg=3.07\n", + "Changing to logg=2.50 for T= 13649 logg=1.64\n", + "Changing to logg=2.50 for T= 18378 logg=2.23\n", + "Changing to logg=3.50 for T= 27010 logg=2.67\n", + "Changing to logg=2.50 for T= 13299 logg=1.44\n", + "Changing to logg=2.50 for T= 14680 logg=1.77\n", + "Changing to logg=2.50 for T= 15105 logg=1.62\n", + "Changing to logg=2.00 for T= 9977 logg=0.94\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 13282 logg=1.40\n", + "Changing to logg=4.00 for T= 33366 logg=3.77\n", + "Changing to logg=4.00 for T= 34555 logg=3.12\n", + "Changing to logg=3.50 for T= 26101 logg=2.62\n", + "Changing to logg=2.50 for T= 16448 logg=1.80\n", + "Changing to logg=3.00 for T= 23026 logg=2.42\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 17581 logg=1.89\n", + "Changing to logg=3.50 for T= 28199 logg=2.97\n", + "Changing to logg=4.00 for T= 34488 logg=3.79\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to T= 50000 for T= 62553 logg=4.41\n", + "Changing to logg=5.00 for T= 62553 logg=4.41\n", + "Changing to T= 50000 for T= 71367 logg=4.69\n", + "Changing to logg=5.00 for T= 71367 logg=4.69\n", + "Changing to T= 50000 for T= 64838 logg=4.49\n", + "Changing to logg=5.00 for T= 64838 logg=4.49\n", + "Changing to logg=2.50 for T= 16578 logg=1.80\n", + "Changing to logg=4.00 for T= 32605 logg=3.00\n", + "Changing to logg=3.00 for T= 25919 logg=2.63\n", + "Changing to logg=2.50 for T= 11787 logg=1.21\n", + "Changing to logg=2.50 for T= 15344 logg=2.01\n", + "Changing to logg=2.50 for T= 18912 logg=2.28\n", + "Changing to logg=3.00 for T= 21155 logg=2.70\n", + "Changing to logg=4.50 for T= 44376 logg=3.83\n", + "Changing to logg=4.50 for T= 40713 logg=3.41\n", + "Changing to logg=0.50 for T= 6490 logg=0.44\n", + "Changing to logg=4.50 for T= 39576 logg=3.97\n", + "Changing to logg=2.50 for T= 17238 logg=1.87\n", + "Changing to logg=2.00 for T= 9029 logg=0.76\n", + "Changing to T= 50000 for T= 62596 logg=4.42\n", + "Changing to logg=5.00 for T= 62596 logg=4.42\n", + "Changing to logg=2.50 for T= 12586 logg=1.34\n", + "Changing to logg=3.50 for T= 28527 logg=3.46\n", + "Changing to logg=2.00 for T= 9248 logg=0.79\n", + "Changing to logg=2.00 for T= 9529 logg=0.84\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 24633 logg=2.81\n", + "Changing to logg=3.00 for T= 21301 logg=2.28\n", + "Changing to logg=4.50 for T= 40154 logg=4.02\n", + "Changing to logg=3.50 for T= 28685 logg=2.77\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 32910 logg=3.21\n", + "Changing to logg=3.00 for T= 21618 logg=2.26\n", + "Changing to logg=2.50 for T= 15447 logg=1.67\n", + "Changing to logg=3.00 for T= 24191 logg=2.51\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Changing to logg=3.50 for T= 30994 logg=2.93\n", + "Changing to T= 50000 for T= 75264 logg=4.84\n", + "Changing to logg=5.00 for T= 75264 logg=4.84\n", + "Changing to logg=3.50 for T= 28012 logg=2.73\n", + "Changing to logg=2.50 for T= 12971 logg=1.39\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 31496 logg=2.94\n", + "Changing to T= 50000 for T= 84122 logg=4.59\n", + "Changing to logg=5.00 for T= 84122 logg=4.59\n", + "Changing to logg=2.50 for T= 17007 logg=1.84\n", + "Changing to logg=3.50 for T= 27432 logg=2.93\n", + "Changing to T= 50000 for T=124934 logg=5.35\n", + "Changing to logg=5.00 for T=124934 logg=5.35\n", + "Changing to logg=3.00 for T= 24650 logg=2.50\n", + "Changing to logg=3.00 for T= 20055 logg=2.17\n", + "Changing to logg=1.50 for T= 8425 logg=1.22\n", + "Changing to logg=4.00 for T= 32138 logg=3.62\n", + "Changing to logg=3.50 for T= 26228 logg=3.44\n", + "Changing to T= 50000 for T= 92255 logg=5.23\n", + "Changing to logg=5.00 for T= 92255 logg=5.23\n", + "Changing to T= 50000 for T= 70870 logg=4.69\n", + "Changing to logg=5.00 for T= 70870 logg=4.69\n", + "Changing to logg=3.00 for T= 20894 logg=2.20\n", + "Changing to logg=2.50 for T= 16346 logg=1.77\n", + "Changing to logg=2.00 for T= 9454 logg=0.84\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.50 for T= 29934 logg=3.46\n", + "Changing to logg=2.50 for T= 12246 logg=1.30\n", + "Changing to logg=3.00 for T= 21918 logg=2.32\n", + "Changing to logg=2.50 for T= 12568 logg=1.34\n", + "Changing to logg=4.50 for T= 41172 logg=3.92\n", + "Changing to logg=2.50 for T= 15549 logg=1.69\n", + "Changing to logg=4.00 for T= 33813 logg=3.59\n", + "Changing to logg=2.50 for T= 16124 logg=1.75\n", + "Changing to logg=2.50 for T= 12952 logg=1.38\n", + "Changing to logg=4.50 for T= 39152 logg=3.32\n", + "Changing to logg=2.50 for T= 16590 logg=1.83\n", + "Changing to logg=3.00 for T= 19398 logg=2.11\n", + "Changing to logg=4.00 for T= 32770 logg=3.30\n", + "Changing to logg=4.50 for T= 41570 logg=3.99\n", + "Changing to logg=2.50 for T= 15543 logg=1.94\n", + "Changing to logg=4.00 for T= 37221 logg=3.23\n", + "Changing to T= 50000 for T=126981 logg=5.37\n", + "Changing to logg=5.00 for T=126981 logg=5.37\n", + "Changing to logg=2.50 for T= 15824 logg=1.74\n", + "Changing to logg=3.50 for T= 27742 logg=2.91\n", + "Changing to logg=2.50 for T= 14971 logg=1.65\n", + "Changing to logg=4.00 for T= 35200 logg=3.17\n", + "Changing to logg=3.50 for T= 26046 logg=2.60\n", + "Changing to logg=4.50 for T= 39406 logg=4.07\n", + "Changing to logg=3.50 for T= 29863 logg=2.84\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.00 for T= 10035 logg=0.92\n", + "Changing to logg=2.50 for T= 15351 logg=1.66\n", + "Changing to logg=3.00 for T= 25665 logg=2.88\n", + "Changing to T= 50000 for T= 89759 logg=5.15\n", + "Changing to logg=5.00 for T= 89759 logg=5.15\n", + "Changing to logg=3.00 for T= 20501 logg=2.17\n", + "Changing to logg=2.00 for T= 11350 logg=1.15\n", + "Changing to logg=3.50 for T= 28030 logg=2.73\n", + "Changing to logg=4.00 for T= 32021 logg=3.01\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 12251 logg=1.30\n", + "Changing to logg=2.50 for T= 18483 logg=1.98\n", + "Changing to logg=2.50 for T= 13489 logg=1.46\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 25286 logg=2.56\n", + "Changing to logg=4.00 for T= 32764 logg=3.03\n", + "Changing to logg=4.00 for T= 31262 logg=3.34\n", + "Changing to logg=2.00 for T= 10030 logg=0.91\n", + "Changing to logg=3.50 for T= 27796 logg=3.16\n", + "Changing to logg=3.00 for T= 20680 logg=2.21\n", + "Changing to logg=2.50 for T= 13964 logg=1.51\n", + "Changing to logg=4.00 for T= 35285 logg=3.43\n", + "Changing to logg=2.00 for T= 11741 logg=1.19\n", + "Changing to logg=2.50 for T= 17181 logg=1.89\n", + "Changing to logg=4.00 for T= 34770 logg=3.86\n", + "Changing to logg=2.50 for T= 17713 logg=1.93\n", + "Changing to logg=4.00 for T= 31753 logg=3.87\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=0.50 for T= 6551 logg=0.46\n", + "Changing to logg=4.50 for T= 43153 logg=3.49\n", + "Changing to logg=3.00 for T= 23627 logg=2.47\n", + "Changing to logg=3.00 for T= 25879 logg=2.59\n", + "Changing to logg=4.00 for T= 34642 logg=3.39\n", + "Changing to logg=2.00 for T= 11367 logg=1.16\n", + "Changing to logg=4.00 for T= 37110 logg=3.51\n", + "Changing to logg=3.00 for T= 19889 logg=2.13\n", + "Changing to logg=4.50 for T= 45586 logg=3.62\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.50 for T= 27028 logg=2.70\n", + "Changing to logg=0.50 for T= 6805 logg=0.34\n", + "Changing to logg=4.50 for T= 40325 logg=3.59\n", + "Changing to logg=4.50 for T= 48116 logg=3.91\n", + "Changing to logg=4.00 for T= 37726 logg=3.29\n", + "Changing to logg=2.50 for T= 17527 logg=1.90\n", + "Changing to logg=3.00 for T= 25413 logg=2.86\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.50 for T= 40326 logg=4.02\n", + "Changing to logg=2.50 for T= 17089 logg=1.84\n", + "Changing to logg=4.00 for T= 31946 logg=2.97\n", + "Changing to logg=3.00 for T= 23610 logg=2.66\n", + "Changing to logg=2.50 for T= 15185 logg=1.68\n", + "Changing to logg=4.00 for T= 36065 logg=3.46\n", + "Changing to logg=4.00 for T= 31316 logg=3.34\n", + "Changing to logg=3.00 for T= 21692 logg=2.52\n", + "Changing to logg=2.50 for T= 14052 logg=1.52\n", + "Changing to logg=4.50 for T= 44236 logg=3.48\n", + "Changing to logg=4.00 for T= 37562 logg=3.98\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 12585 logg=1.31\n", + "Changing to logg=3.00 for T= 24173 logg=2.47\n", + "Changing to logg=3.00 for T= 23483 logg=2.40\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to T= 50000 for T= 74437 logg=4.79\n", + "Changing to logg=5.00 for T= 74437 logg=4.79\n", + "Changing to logg=2.00 for T= 9772 logg=0.87\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 18747 logg=2.35\n", + "Changing to logg=2.50 for T= 18993 logg=2.03\n", + "Changing to logg=4.50 for T= 47203 logg=3.65\n", + "Changing to logg=3.00 for T= 23641 logg=2.44\n", + "Changing to logg=2.50 for T= 18199 logg=1.95\n", + "Changing to logg=4.00 for T= 34383 logg=3.53\n", + "Changing to logg=2.00 for T= 10562 logg=1.00\n", + "Changing to logg=3.00 for T= 23724 logg=2.47\n", + "Changing to logg=3.50 for T= 28205 logg=2.96\n", + "Changing to logg=2.00 for T= 10846 logg=1.08\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.00 for T= 10049 logg=0.92\n", + "Changing to T= 50000 for T=103498 logg=5.02\n", + "Changing to logg=5.00 for T=103498 logg=5.02\n", + "Changing to logg=4.00 for T= 33778 logg=3.90\n", + "Changing to logg=4.00 for T= 37692 logg=3.28\n", + "Changing to logg=4.00 for T= 35348 logg=3.72\n", + "Changing to logg=2.50 for T= 11921 logg=1.23\n", + "Changing to logg=4.50 for T= 46698 logg=3.63\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 14531 logg=1.58\n", + "Changing to logg=3.00 for T= 24868 logg=2.76\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11892 logg=1.82\n", + "Changing to logg=3.00 for T= 20819 logg=2.85\n", + "Changing to logg=4.00 for T= 31778 logg=3.86\n", + "Changing to logg=3.00 for T= 24540 logg=2.73\n", + "Changing to logg=2.50 for T= 12635 logg=1.33\n", + "Changing to logg=4.00 for T= 36115 logg=3.40\n", + "Changing to logg=2.00 for T= 11130 logg=1.10\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 14001 logg=1.50\n", + "Changing to logg=4.00 for T= 32719 logg=3.04\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.50 for T= 27706 logg=2.94\n", + "Changing to logg=3.00 for T= 23971 logg=2.45\n", + "Changing to logg=3.00 for T= 19573 logg=2.34\n", + "Changing to logg=2.00 for T= 9256 logg=0.81\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 18038 logg=2.20\n", + "Changing to logg=3.00 for T= 25568 logg=2.87\n", + "Changing to logg=3.00 for T= 20326 logg=2.48\n", + "Changing to logg=0.50 for T= 7215 logg=0.35\n", + "Changing to logg=3.50 for T= 28755 logg=3.07\n", + "Changing to logg=3.00 for T= 22331 logg=2.57\n", + "Changing to logg=3.50 for T= 29097 logg=3.02\n", + "Changing to logg=2.50 for T= 14949 logg=1.88\n", + "Changing to logg=3.00 for T= 21885 logg=2.60\n", + "Changing to logg=4.00 for T= 31444 logg=3.23\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.00 for T= 11440 logg=1.17\n", + "Changing to logg=1.50 for T= 8792 logg=0.97\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 31982 logg=3.74\n", + "Changing to logg=4.00 for T= 31305 logg=2.91\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 15268 logg=1.66\n", + "Changing to logg=2.50 for T= 17775 logg=1.91\n", + "Changing to logg=3.50 for T= 27083 logg=2.67\n", + "Changing to logg=2.00 for T= 11491 logg=1.18\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Changing to logg=4.00 for T= 33759 logg=3.43\n", + "Changing to logg=2.50 for T= 14006 logg=1.53\n", + "Changing to logg=4.00 for T= 38582 logg=3.95\n", + "Changing to logg=3.00 for T= 23453 logg=2.43\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 36735 logg=3.43\n", + "Changing to logg=2.50 for T= 14721 logg=1.54\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 21686 logg=2.30\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.00 for T= 9562 logg=0.86\n", + "Changing to logg=4.00 for T= 31111 logg=3.98\n", + "Changing to logg=3.00 for T= 19495 logg=2.07\n", + "Changing to logg=4.50 for T= 41157 logg=3.63\n", + "Changing to logg=2.00 for T= 11591 logg=1.18\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 16251 logg=2.02\n", + "Changing to logg=4.00 for T= 33735 logg=3.08\n", + "Changing to logg=3.50 for T= 30731 logg=3.37\n", + "Changing to logg=2.00 for T= 10529 logg=1.02\n", + "Changing to logg=2.50 for T= 13814 logg=1.51\n", + "Changing to logg=2.50 for T= 11886 logg=1.24\n", + "Changing to logg=2.50 for T= 13162 logg=1.40\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to T= 50000 for T= 75074 logg=4.80\n", + "Changing to logg=5.00 for T= 75074 logg=4.80\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 34106 logg=3.57\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 13740 logg=1.50\n", + "Changing to logg=4.50 for T= 39732 logg=4.04\n", + "Changing to logg=4.50 for T= 48595 logg=3.72\n", + "Changing to logg=5.00 for T= 49831 logg=3.98\n", + "Changing to logg=3.50 for T= 27016 logg=2.69\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 22211 logg=2.33\n", + "Changing to logg=2.50 for T= 12986 logg=1.40\n", + "Changing to logg=4.00 for T= 36650 logg=3.99\n", + "Changing to logg=2.50 for T= 18218 logg=1.98\n", + "Changing to logg=3.00 for T= 25570 logg=2.57\n", + "Changing to logg=2.50 for T= 15182 logg=1.65\n", + "Changing to logg=3.50 for T= 26057 logg=2.83\n", + "Changing to T= 50000 for T= 73220 logg=4.77\n", + "Changing to logg=5.00 for T= 73220 logg=4.77\n", + "Changing to logg=2.50 for T= 12959 logg=1.38\n", + "Changing to logg=4.00 for T= 35845 logg=3.39\n", + "Changing to T= 50000 for T= 93530 logg=5.28\n", + "Changing to logg=5.00 for T= 93530 logg=5.28\n", + "Changing to logg=3.50 for T= 29547 logg=3.12\n", + "Changing to T= 50000 for T= 61709 logg=4.38\n", + "Changing to logg=5.00 for T= 61709 logg=4.38\n", + "Changing to logg=3.00 for T= 21602 logg=2.26\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 18634 logg=2.02\n", + "Changing to logg=5.00 for T= 49091 logg=3.72\n", + "Changing to logg=4.00 for T= 38042 logg=3.27\n", + "Changing to logg=4.50 for T= 42502 logg=3.76\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 36247 logg=3.91\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 34751 logg=3.40\n", + "Changing to logg=3.50 for T= 27871 logg=3.02\n", + "Changing to logg=3.50 for T= 26760 logg=3.30\n", + "Changing to logg=4.50 for T= 41371 logg=3.71\n", + "Changing to logg=3.00 for T= 22718 logg=2.37\n", + "Changing to logg=4.50 for T= 42537 logg=3.48\n", + "Changing to T= 50000 for T= 89135 logg=4.69\n", + "Changing to logg=5.00 for T= 89135 logg=4.69\n", + "Changing to logg=3.50 for T= 26913 logg=2.70\n", + "Changing to logg=3.50 for T= 29164 logg=2.80\n", + "Changing to logg=4.00 for T= 36211 logg=3.20\n", + "Changing to T= 50000 for T= 68914 logg=4.62\n", + "Changing to logg=5.00 for T= 68914 logg=4.62\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 18668 logg=2.00\n", + "Changing to T= 50000 for T=127476 logg=5.37\n", + "Changing to logg=5.00 for T=127476 logg=5.37\n", + "Changing to logg=2.00 for T= 9547 logg=0.86\n", + "Changing to logg=2.50 for T= 17342 logg=2.14\n", + "Changing to T= 50000 for T= 51713 logg=4.05\n", + "Changing to logg=5.00 for T= 51713 logg=4.05\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 18110 logg=1.96\n", + "Changing to logg=2.50 for T= 11837 logg=1.20\n", + "Changing to logg=2.00 for T= 10456 logg=0.99\n", + "Changing to logg=3.00 for T= 20335 logg=2.15\n", + "Changing to logg=4.50 for T= 47211 logg=3.94\n", + "Changing to logg=3.00 for T= 22591 logg=2.36\n", + "Changing to logg=4.00 for T= 31584 logg=2.95\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 23583 logg=2.91\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 12020 logg=1.51\n", + "Changing to logg=2.00 for T= 11226 logg=1.14\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=5.00 for T= 49077 logg=4.01\n", + "Changing to T= 50000 for T= 63558 logg=4.45\n", + "Changing to logg=5.00 for T= 63558 logg=4.45\n", + "Changing to logg=3.50 for T= 26826 logg=2.95\n", + "Changing to logg=4.00 for T= 37265 logg=3.81\n", + "Changing to logg=4.00 for T= 37732 logg=3.69\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.50 for T= 30631 logg=2.92\n", + "Changing to T= 50000 for T= 77582 logg=4.87\n", + "Changing to logg=5.00 for T= 77582 logg=4.87\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.00 for T= 11161 logg=1.12\n", + "Changing to T= 50000 for T= 73590 logg=4.78\n", + "Changing to logg=5.00 for T= 73590 logg=4.78\n", + "Changing to logg=3.00 for T= 20480 logg=2.42\n", + "Changing to logg=2.00 for T= 11466 logg=1.18\n", + "Changing to logg=2.50 for T= 12749 logg=1.60\n", + "Changing to logg=4.00 for T= 34580 logg=3.72\n", + "Changing to logg=2.50 for T= 17643 logg=1.89\n", + "Changing to logg=3.00 for T= 21235 logg=2.28\n", + "Changing to logg=3.00 for T= 20714 logg=2.51\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to T= 50000 for T= 52159 logg=4.06\n", + "Changing to logg=5.00 for T= 52159 logg=4.06\n", + "Changing to logg=4.00 for T= 37973 logg=3.30\n", + "Changing to logg=3.50 for T= 27450 logg=2.72\n", + "Changing to logg=2.50 for T= 12126 logg=1.26\n", + "Changing to logg=3.00 for T= 21875 logg=2.53\n", + "Changing to logg=4.00 for T= 36722 logg=3.21\n", + "Changing to logg=4.00 for T= 34304 logg=3.84\n", + "Changing to logg=4.00 for T= 38324 logg=3.32\n", + "Changing to logg=2.00 for T= 10767 logg=1.04\n", + "Changing to logg=2.50 for T= 16899 logg=2.09\n", + "Changing to T= 50000 for T=142479 logg=5.64\n", + "Changing to logg=5.00 for T=142479 logg=5.64\n", + "Changing to logg=4.50 for T= 39839 logg=3.95\n", + "Changing to logg=2.00 for T= 9858 logg=0.92\n", + "Changing to logg=2.00 for T= 11192 logg=1.14\n", + "Changing to logg=2.50 for T= 15819 logg=2.21\n", + "Changing to logg=3.00 for T= 21609 logg=2.31\n", + "Changing to logg=2.00 for T= 10828 logg=1.08\n", + "Changing to logg=3.50 for T= 29084 logg=3.47\n", + "Changing to logg=2.50 for T= 15717 logg=1.72\n", + "Changing to logg=2.50 for T= 14900 logg=1.62\n", + "Changing to logg=4.00 for T= 31863 logg=3.96\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.50 for T= 29162 logg=3.07\n", + "Changing to logg=3.50 for T= 28103 logg=2.96\n", + "Changing to T= 50000 for T=147550 logg=5.57\n", + "Changing to logg=5.00 for T=147550 logg=5.57\n", + "Changing to logg=2.00 for T= 10524 logg=1.00\n", + "Changing to logg=4.50 for T= 39184 logg=3.36\n", + "Changing to logg=3.50 for T= 29445 logg=3.49\n", + "Changing to logg=4.00 for T= 32981 logg=3.24\n", + "Changing to logg=2.00 for T= 11423 logg=1.17\n", + "Changing to T= 50000 for T=115931 logg=5.21\n", + "Changing to logg=5.00 for T=115931 logg=5.21\n", + "Changing to logg=3.50 for T= 29023 logg=2.83\n", + "Changing to logg=4.50 for T= 41273 logg=4.12\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 25115 logg=2.77\n", + "Changing to logg=2.50 for T= 12202 logg=1.29\n", + "Changing to logg=3.50 for T= 26208 logg=2.84\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 31852 logg=2.96\n", + "Changing to logg=4.00 for T= 33907 logg=3.29\n", + "Changing to logg=2.50 for T= 13972 logg=1.49\n", + "Changing to logg=4.50 for T= 40163 logg=3.39\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=1.50 for T= 8974 logg=1.35\n", + "Changing to T= 50000 for T= 60853 logg=4.36\n", + "Changing to logg=5.00 for T= 60853 logg=4.36\n", + "Changing to logg=4.00 for T= 38122 logg=3.28\n", + "Changing to logg=4.00 for T= 37802 logg=3.94\n", + "Changing to logg=3.00 for T= 24518 logg=2.53\n", + "Changing to logg=2.00 for T= 9851 logg=0.92\n", + "Changing to logg=4.00 for T= 34071 logg=3.51\n", + "Changing to logg=4.00 for T= 31093 logg=2.90\n", + "Changing to logg=3.50 for T= 30635 logg=2.90\n", + "Changing to logg=2.00 for T= 11171 logg=1.12\n", + "Changing to logg=4.00 for T= 36400 logg=3.20\n", + "Changing to logg=2.00 for T= 10012 logg=0.94\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.50 for T= 27219 logg=2.68\n", + "Changing to logg=2.00 for T= 9847 logg=0.90\n", + "Changing to logg=2.50 for T= 12773 logg=1.33\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Changing to logg=2.50 for T= 13987 logg=1.53\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 22118 logg=2.62\n", + "Changing to T= 50000 for T= 53696 logg=4.19\n", + "Changing to logg=5.00 for T= 53696 logg=4.19\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 32195 logg=3.67\n", + "Changing to T= 50000 for T=201085 logg=6.01\n", + "Changing to logg=5.00 for T=201085 logg=6.01\n", + "Changing to logg=3.50 for T= 28787 logg=2.99\n", + "Changing to logg=2.50 for T= 16504 logg=1.82\n", + "Changing to logg=3.00 for T= 21150 logg=2.27\n", + "Changing to logg=2.50 for T= 12282 logg=1.89\n", + "Changing to logg=3.50 for T= 27196 logg=3.34\n", + "Changing to logg=2.00 for T= 9486 logg=0.85\n", + "Changing to logg=4.00 for T= 33993 logg=3.30\n", + "Changing to logg=4.50 for T= 43934 logg=3.54\n", + "Changing to logg=2.50 for T= 17793 logg=2.18\n", + "Changing to logg=4.00 for T= 33069 logg=3.97\n", + "Changing to logg=2.00 for T= 10291 logg=0.98\n", + "Changing to logg=2.50 for T= 13946 logg=1.76\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 33050 logg=3.78\n", + "Changing to T= 50000 for T=117685 logg=5.25\n", + "Changing to logg=5.00 for T=117685 logg=5.25\n", + "Changing to logg=2.00 for T= 9953 logg=0.92\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 25814 logg=2.61\n", + "Changing to logg=2.50 for T= 17855 logg=2.19\n", + "Changing to logg=3.00 for T= 25112 logg=2.84\n", + "Changing to T= 50000 for T=127803 logg=5.38\n", + "Changing to logg=5.00 for T=127803 logg=5.38\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to T= 50000 for T= 73891 logg=4.77\n", + "Changing to logg=5.00 for T= 73891 logg=4.77\n", + "Changing to logg=2.50 for T= 15920 logg=1.66\n", + "Changing to logg=4.00 for T= 36888 logg=3.22\n", + "Changing to logg=2.50 for T= 16490 logg=1.78\n", + "Changing to logg=3.00 for T= 22951 logg=2.61\n", + "Making photometry for isochrone: log(t) = 7.00 AKs = 0.00 dist = 1000\n", + " Starting at: 2021-01-08 01:22:41.114369 Usually takes ~5 minutes\n", + "Starting filter: ubv,U Elapsed time: 0.00 seconds\n", + "Starting synthetic photometry\n", + "Singles\n", + "M = 9.100 Msun T = 26537 K m_ubv_U = 6.90\n", + "Primaries\n", + "M = 14.000 Msun T = 30266 K m_ubv_U = 5.28\n", + "M = 3.981 Msun T = 3090 K m_ubv_U = 26.74\n", + "M = 19.000 Msun T = 11953 K m_ubv_U = 2.10\n", + "M = 14.000 Msun T = 30298 K m_ubv_U = 5.29\n", + "M = 14.000 Msun T = 30266 K m_ubv_U = 5.28\n", + "M = 3.981 Msun T = 3090 K m_ubv_U = 26.74\n", + "M = 10.000 Msun T = 3090 K m_ubv_U = 26.74\n", + "M = 3.162 Msun T = nan K m_ubv_U = nan\n", + "M = 13.000 Msun T = 30037 K m_ubv_U = 5.62\n", + "M = 12.000 Msun T = 29563 K m_ubv_U = 5.98\n", + "M = 13.000 Msun T = 30037 K m_ubv_U = 5.62\n", + "M = 17.000 Msun T = 29685 K m_ubv_U = 4.36\n", + "M = 15.000 Msun T = 30279 K m_ubv_U = 4.96\n", + "M = 22.000 Msun T = 14210 K m_ubv_U = 1.59\n", + "M = 31.623 Msun T = 3090 K m_ubv_U = 26.74\n", + "M = 22.000 Msun T = 6594 K m_ubv_U = 0.95\n", + "M = 12.000 Msun T = 29563 K m_ubv_U = 5.98\n", + "M = 17.000 Msun T = 29685 K m_ubv_U = 4.36\n", + "M = 14.000 Msun T = 30266 K m_ubv_U = 5.28\n", + "M = 10.000 Msun T = 27642 K m_ubv_U = 6.62\n", + "M = 8.500 Msun T = 25805 K m_ubv_U = 7.13\n", + "M = 31.623 Msun T = 3090 K m_ubv_U = 26.74\n", + "M = 39.811 Msun T = 3090 K m_ubv_U = 26.74\n", + "M = 1.259 Msun T = nan K m_ubv_U = nan\n", + "M = 3.981 Msun T = 3090 K m_ubv_U = 26.74\n", + "M = 6.310 Msun T = 3090 K m_ubv_U = 26.74\n", + "M = 11.000 Msun T = 28479 K m_ubv_U = 6.21\n", + "M = 3.981 Msun T = 3090 K m_ubv_U = 26.74\n", + "M = 19.000 Msun T = 11953 K m_ubv_U = 2.10\n", + "M = 1.400 Msun T = nan K m_ubv_U = nan\n", + "M = 23.000 Msun T = 23483 K m_ubv_U = 2.34\n", + "M = 16.000 Msun T = 30080 K m_ubv_U = 4.65\n", + "M = 21.000 Msun T = 32719 K m_ubv_U = 3.36\n", + "M = 10.000 Msun T = 27642 K m_ubv_U = 6.62\n", + "M = 8.000 Msun T = 25082 K m_ubv_U = 7.29\n", + "M = 5.012 Msun T = 3090 K m_ubv_U = 26.74\n", + "M = 19.953 Msun T = 3090 K m_ubv_U = 26.74\n", + "M = 7.943 Msun T = 3090 K m_ubv_U = 26.74\n", + "M = 23.000 Msun T = 38042 K m_ubv_U = 3.51\n", + "M = 22.000 Msun T = 22718 K m_ubv_U = 2.43\n", + "M = 10.000 Msun T = 27642 K m_ubv_U = 6.62\n", + "M = 16.000 Msun T = 29888 K m_ubv_U = 4.71\n", + "M = 21.000 Msun T = 21235 K m_ubv_U = 2.46\n", + "M = 6.310 Msun T = 3090 K m_ubv_U = 26.74\n", + "M = 10.000 Msun T = 27642 K m_ubv_U = 6.62\n", + "M = 18.000 Msun T = 29119 K m_ubv_U = 4.09\n", + "M = 2.512 Msun T = nan K m_ubv_U = nan\n", + "M = 3.162 Msun T = nan K m_ubv_U = nan\n", + "M = 0.501 Msun T = nan K m_ubv_U = nan\n", + "M = 8.000 Msun T = 25087 K m_ubv_U = 7.30\n", + "Secondaries\n", + "M = 4.200 Msun T = 18622 K m_ubv_U = 8.76\n", + "M = 22.000 Msun T = 11274 K m_ubv_U = 1.01\n", + "M = 9.500 Msun T = 28981 K m_ubv_U = 6.59\n", + "M = 2.800 Msun T = 14620 K m_ubv_U = 9.97\n", + "M = 9.800 Msun T = 29450 K m_ubv_U = 6.50\n", + "M = 23.000 Msun T = 31779 K m_ubv_U = 4.34\n", + "M = 19.000 Msun T = 32266 K m_ubv_U = 3.80\n", + "M = 18.000 Msun T = 29113 K m_ubv_U = 3.84\n", + "M = 5.200 Msun T = 21001 K m_ubv_U = 8.17\n", + "M = 10.800 Msun T = 30802 K m_ubv_U = 6.27\n", + "M = 10.400 Msun T = 30291 K m_ubv_U = 6.35\n", + "M = 10.200 Msun T = 30016 K m_ubv_U = 6.40\n", + "M = 7.500 Msun T = 25655 K m_ubv_U = 7.21\n", + "M = 19.800 Msun T = 29572 K m_ubv_U = 3.68\n", + "M = 16.000 Msun T = 30076 K m_ubv_U = 4.41\n", + "M = 11.000 Msun T = nan K m_ubv_U = nan\n", + "M = 1.200 Msun T = 7334 K m_ubv_U = 13.61\n", + "M = 10.200 Msun T = 30016 K m_ubv_U = 6.40\n", + "M = 2.800 Msun T = 14621 K m_ubv_U = 9.97\n", + "M = 1.000 Msun T = 6421 K m_ubv_U = 14.76\n", + "M = 4.250 Msun T = 18735 K m_ubv_U = 8.73\n", + "M = 16.000 Msun T = 30076 K m_ubv_U = 4.41\n", + "M = 20.000 Msun T = 19444 K m_ubv_U = 2.21\n", + "M = 3.500 Msun T = 16547 K m_ubv_U = 9.18\n", + "M = 23.000 Msun T = 15139 K m_ubv_U = 1.17\n", + "M = 13.000 Msun T = 30035 K m_ubv_U = 5.33\n", + "M = 1.100 Msun T = 6851 K m_ubv_U = 14.15\n", + "M = 10.000 Msun T = 27641 K m_ubv_U = 6.22\n", + "M = 15.200 Msun T = 34258 K m_ubv_U = 5.10\n", + "M = 10.000 Msun T = 27641 K m_ubv_U = 6.22\n", + "M = 11.500 Msun T = 31278 K m_ubv_U = 6.08\n", + "M = 9.600 Msun T = 29150 K m_ubv_U = 6.56\n", + "M = 2.100 Msun T = 12092 K m_ubv_U = 10.96\n", + "M = 7.000 Msun T = 24655 K m_ubv_U = 7.40\n", + "M = 1.600 Msun T = 9738 K m_ubv_U = 12.07\n", + "M = 12.000 Msun T = 29563 K m_ubv_U = 5.66\n", + "M = 12.000 Msun T = 29563 K m_ubv_U = 5.66\n", + "M = 11.000 Msun T = 28462 K m_ubv_U = 5.84\n", + "M = 13.800 Msun T = 33633 K m_ubv_U = 5.54\n", + "M = 2.200 Msun T = 12490 K m_ubv_U = 10.79\n", + "M = 8.000 Msun T = 26460 K m_ubv_U = 7.06\n", + "M = 3.200 Msun T = 15747 K m_ubv_U = 9.54\n", + "M = 14.700 Msun T = 33343 K m_ubv_U = 5.19\n", + "M = 12.000 Msun T = 29622 K m_ubv_U = 5.68\n", + "M = 7.000 Msun T = 24655 K m_ubv_U = 7.40\n", + "M = 10.800 Msun T = 30825 K m_ubv_U = 6.24\n", + "M = 8.000 Msun T = 25028 K m_ubv_U = 6.80\n", + "M = 10.000 Msun T = 27641 K m_ubv_U = 6.22\n", + "M = 3.500 Msun T = 16547 K m_ubv_U = 9.18\n", + "M = 3.200 Msun T = 15869 K m_ubv_U = 9.55\n", + "Starting filter: ubv,V Elapsed time: 39.11 seconds\n", + "Starting synthetic photometry\n", + "Singles\n", + "M = 9.100 Msun T = 26537 K m_ubv_V = 8.07\n", + "Primaries\n", + "M = 14.000 Msun T = 30266 K m_ubv_V = 6.56\n", + "M = 3.981 Msun T = 3090 K m_ubv_V = 24.18\n", + "M = 19.000 Msun T = 11953 K m_ubv_V = 2.61\n", + "M = 14.000 Msun T = 30298 K m_ubv_V = 6.57\n", + "M = 14.000 Msun T = 30266 K m_ubv_V = 6.56\n", + "M = 3.981 Msun T = 3090 K m_ubv_V = 24.18\n", + "M = 10.000 Msun T = 3090 K m_ubv_V = 24.18\n", + "M = 3.162 Msun T = nan K m_ubv_V = nan\n", + "M = 13.000 Msun T = 30037 K m_ubv_V = 6.89\n", + "M = 12.000 Msun T = 29563 K m_ubv_V = 7.24\n", + "M = 13.000 Msun T = 30037 K m_ubv_V = 6.89\n", + "M = 17.000 Msun T = 29685 K m_ubv_V = 5.65\n", + "M = 15.000 Msun T = 30279 K m_ubv_V = 6.25\n", + "M = 22.000 Msun T = 14210 K m_ubv_V = 2.31\n", + "M = 31.623 Msun T = 3090 K m_ubv_V = 24.18\n", + "M = 22.000 Msun T = 6594 K m_ubv_V = 0.49\n", + "M = 12.000 Msun T = 29563 K m_ubv_V = 7.24\n", + "M = 17.000 Msun T = 29685 K m_ubv_V = 5.65\n", + "M = 14.000 Msun T = 30266 K m_ubv_V = 6.56\n", + "M = 10.000 Msun T = 27642 K m_ubv_V = 7.82\n", + "M = 8.500 Msun T = 25805 K m_ubv_V = 8.28\n", + "M = 31.623 Msun T = 3090 K m_ubv_V = 24.18\n", + "M = 39.811 Msun T = 3090 K m_ubv_V = 24.18\n", + "M = 1.259 Msun T = nan K m_ubv_V = nan\n", + "M = 3.981 Msun T = 3090 K m_ubv_V = 24.18\n", + "M = 6.310 Msun T = 3090 K m_ubv_V = 24.18\n", + "M = 11.000 Msun T = 28479 K m_ubv_V = 7.44\n", + "M = 3.981 Msun T = 3090 K m_ubv_V = 24.18\n", + "M = 19.000 Msun T = 11953 K m_ubv_V = 2.61\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "M = 1.400 Msun T = nan K m_ubv_V = nan\n", + "M = 23.000 Msun T = 23483 K m_ubv_V = 3.50\n", + "M = 16.000 Msun T = 30080 K m_ubv_V = 5.94\n", + "M = 21.000 Msun T = 32719 K m_ubv_V = 4.70\n", + "M = 10.000 Msun T = 27642 K m_ubv_V = 7.82\n", + "M = 8.000 Msun T = 25082 K m_ubv_V = 8.41\n", + "M = 5.012 Msun T = 3090 K m_ubv_V = 24.18\n", + "M = 19.953 Msun T = 3090 K m_ubv_V = 24.18\n", + "M = 7.943 Msun T = 3090 K m_ubv_V = 24.18\n", + "M = 23.000 Msun T = 38042 K m_ubv_V = 4.89\n", + "M = 22.000 Msun T = 22718 K m_ubv_V = 3.57\n", + "M = 10.000 Msun T = 27642 K m_ubv_V = 7.82\n", + "M = 16.000 Msun T = 29888 K m_ubv_V = 5.99\n", + "M = 21.000 Msun T = 21235 K m_ubv_V = 3.53\n", + "M = 6.310 Msun T = 3090 K m_ubv_V = 24.18\n", + "M = 10.000 Msun T = 27642 K m_ubv_V = 7.82\n", + "M = 18.000 Msun T = 29119 K m_ubv_V = 5.37\n", + "M = 2.512 Msun T = nan K m_ubv_V = nan\n", + "M = 3.162 Msun T = nan K m_ubv_V = nan\n", + "M = 0.501 Msun T = nan K m_ubv_V = nan\n", + "M = 8.000 Msun T = 25087 K m_ubv_V = 8.42\n", + "Secondaries\n", + "M = 4.200 Msun T = 18622 K m_ubv_V = 9.86\n", + "M = 22.000 Msun T = 11274 K m_ubv_V = 1.70\n", + "M = 9.500 Msun T = 28981 K m_ubv_V = 7.90\n", + "M = 2.800 Msun T = 14620 K m_ubv_V = 10.91\n", + "M = 9.800 Msun T = 29450 K m_ubv_V = 7.81\n", + "M = 23.000 Msun T = 31779 K m_ubv_V = 5.67\n", + "M = 19.000 Msun T = 32266 K m_ubv_V = 5.14\n", + "M = 18.000 Msun T = 29113 K m_ubv_V = 5.15\n", + "M = 5.200 Msun T = 21001 K m_ubv_V = 9.34\n", + "M = 10.800 Msun T = 30802 K m_ubv_V = 7.60\n", + "M = 10.400 Msun T = 30291 K m_ubv_V = 7.67\n", + "M = 10.200 Msun T = 30016 K m_ubv_V = 7.72\n", + "M = 7.500 Msun T = 25655 K m_ubv_V = 8.47\n", + "M = 19.800 Msun T = 29572 K m_ubv_V = 4.99\n", + "M = 16.000 Msun T = 30076 K m_ubv_V = 5.73\n", + "M = 11.000 Msun T = nan K m_ubv_V = nan\n", + "M = 1.200 Msun T = 7334 K m_ubv_V = 13.67\n", + "M = 10.200 Msun T = 30016 K m_ubv_V = 7.72\n", + "M = 2.800 Msun T = 14621 K m_ubv_V = 10.91\n", + "M = 1.000 Msun T = 6421 K m_ubv_V = 14.55\n", + "M = 4.250 Msun T = 18735 K m_ubv_V = 9.84\n", + "M = 16.000 Msun T = 30076 K m_ubv_V = 5.73\n", + "M = 20.000 Msun T = 19444 K m_ubv_V = 3.35\n", + "M = 3.500 Msun T = 16547 K m_ubv_V = 10.21\n", + "M = 23.000 Msun T = 15139 K m_ubv_V = 2.14\n", + "M = 13.000 Msun T = 30035 K m_ubv_V = 6.65\n", + "M = 1.100 Msun T = 6851 K m_ubv_V = 14.08\n", + "M = 10.000 Msun T = 27641 K m_ubv_V = 7.51\n", + "M = 15.200 Msun T = 34258 K m_ubv_V = 6.46\n", + "M = 10.000 Msun T = 27641 K m_ubv_V = 7.51\n", + "M = 11.500 Msun T = 31278 K m_ubv_V = 7.41\n", + "M = 9.600 Msun T = 29150 K m_ubv_V = 7.87\n", + "M = 2.100 Msun T = 12092 K m_ubv_V = 11.73\n", + "M = 7.000 Msun T = 24655 K m_ubv_V = 8.65\n", + "M = 1.600 Msun T = 9738 K m_ubv_V = 12.58\n", + "M = 12.000 Msun T = 29563 K m_ubv_V = 6.97\n", + "M = 12.000 Msun T = 29563 K m_ubv_V = 6.97\n", + "M = 11.000 Msun T = 28462 K m_ubv_V = 7.15\n", + "M = 13.800 Msun T = 33633 K m_ubv_V = 6.89\n", + "M = 2.200 Msun T = 12490 K m_ubv_V = 11.59\n", + "M = 8.000 Msun T = 26460 K m_ubv_V = 8.34\n", + "M = 3.200 Msun T = 15747 K m_ubv_V = 10.54\n", + "M = 14.700 Msun T = 33343 K m_ubv_V = 6.54\n", + "M = 12.000 Msun T = 29622 K m_ubv_V = 7.00\n", + "M = 7.000 Msun T = 24655 K m_ubv_V = 8.65\n", + "M = 10.800 Msun T = 30825 K m_ubv_V = 7.57\n", + "M = 8.000 Msun T = 25028 K m_ubv_V = 8.05\n", + "M = 10.000 Msun T = 27641 K m_ubv_V = 7.51\n", + "M = 3.500 Msun T = 16547 K m_ubv_V = 10.21\n", + "M = 3.200 Msun T = 15869 K m_ubv_V = 10.55\n", + "Starting filter: ubv,B Elapsed time: 74.13 seconds\n", + "Starting synthetic photometry\n", + "Singles\n", + "M = 9.100 Msun T = 26537 K m_ubv_B = 7.82\n", + "Primaries\n", + "M = 14.000 Msun T = 30266 K m_ubv_B = 6.28\n", + "M = 3.981 Msun T = 3090 K m_ubv_B = 25.89\n", + "M = 19.000 Msun T = 11953 K m_ubv_B = 2.51\n", + "M = 14.000 Msun T = 30298 K m_ubv_B = 6.29\n", + "M = 14.000 Msun T = 30266 K m_ubv_B = 6.28\n", + "M = 3.981 Msun T = 3090 K m_ubv_B = 25.89\n", + "M = 10.000 Msun T = 3090 K m_ubv_B = 25.89\n", + "M = 3.162 Msun T = nan K m_ubv_B = nan\n", + "M = 13.000 Msun T = 30037 K m_ubv_B = 6.62\n", + "M = 12.000 Msun T = 29563 K m_ubv_B = 6.97\n", + "M = 13.000 Msun T = 30037 K m_ubv_B = 6.62\n", + "M = 17.000 Msun T = 29685 K m_ubv_B = 5.38\n", + "M = 15.000 Msun T = 30279 K m_ubv_B = 5.97\n", + "M = 22.000 Msun T = 14210 K m_ubv_B = 2.17\n", + "M = 31.623 Msun T = 3090 K m_ubv_B = 25.89\n", + "M = 22.000 Msun T = 6594 K m_ubv_B = 0.72\n", + "M = 12.000 Msun T = 29563 K m_ubv_B = 6.97\n", + "M = 17.000 Msun T = 29685 K m_ubv_B = 5.38\n", + "M = 14.000 Msun T = 30266 K m_ubv_B = 6.28\n", + "M = 10.000 Msun T = 27642 K m_ubv_B = 7.56\n", + "M = 8.500 Msun T = 25805 K m_ubv_B = 8.03\n", + "M = 31.623 Msun T = 3090 K m_ubv_B = 25.89\n", + "M = 39.811 Msun T = 3090 K m_ubv_B = 25.89\n", + "M = 1.259 Msun T = nan K m_ubv_B = nan\n", + "M = 3.981 Msun T = 3090 K m_ubv_B = 25.89\n", + "M = 6.310 Msun T = 3090 K m_ubv_B = 25.89\n", + "M = 11.000 Msun T = 28479 K m_ubv_B = 7.18\n", + "M = 3.981 Msun T = 3090 K m_ubv_B = 25.89\n", + "M = 19.000 Msun T = 11953 K m_ubv_B = 2.51\n", + "M = 1.400 Msun T = nan K m_ubv_B = nan\n", + "M = 23.000 Msun T = 23483 K m_ubv_B = 3.27\n", + "M = 16.000 Msun T = 30080 K m_ubv_B = 5.67\n", + "M = 21.000 Msun T = 32719 K m_ubv_B = 4.41\n", + "M = 10.000 Msun T = 27642 K m_ubv_B = 7.56\n", + "M = 8.000 Msun T = 25082 K m_ubv_B = 8.17\n", + "M = 5.012 Msun T = 3090 K m_ubv_B = 25.89\n", + "M = 19.953 Msun T = 3090 K m_ubv_B = 25.89\n", + "M = 7.943 Msun T = 3090 K m_ubv_B = 25.89\n", + "M = 23.000 Msun T = 38042 K m_ubv_B = 4.60\n", + "M = 22.000 Msun T = 22718 K m_ubv_B = 3.34\n", + "M = 10.000 Msun T = 27642 K m_ubv_B = 7.56\n", + "M = 16.000 Msun T = 29888 K m_ubv_B = 5.72\n", + "M = 21.000 Msun T = 21235 K m_ubv_B = 3.32\n", + "M = 6.310 Msun T = 3090 K m_ubv_B = 25.89\n", + "M = 10.000 Msun T = 27642 K m_ubv_B = 7.56\n", + "M = 18.000 Msun T = 29119 K m_ubv_B = 5.10\n", + "M = 2.512 Msun T = nan K m_ubv_B = nan\n", + "M = 3.162 Msun T = nan K m_ubv_B = nan\n", + "M = 0.501 Msun T = nan K m_ubv_B = nan\n", + "M = 8.000 Msun T = 25087 K m_ubv_B = 8.18\n", + "Secondaries\n", + "M = 4.200 Msun T = 18622 K m_ubv_B = 9.73\n", + "M = 22.000 Msun T = 11274 K m_ubv_B = 1.79\n", + "M = 9.500 Msun T = 28981 K m_ubv_B = 7.67\n", + "M = 2.800 Msun T = 14620 K m_ubv_B = 10.87\n", + "M = 9.800 Msun T = 29450 K m_ubv_B = 7.58\n", + "M = 23.000 Msun T = 31779 K m_ubv_B = 5.43\n", + "M = 19.000 Msun T = 32266 K m_ubv_B = 4.89\n", + "M = 18.000 Msun T = 29113 K m_ubv_B = 4.92\n", + "M = 5.200 Msun T = 21001 K m_ubv_B = 9.18\n", + "M = 10.800 Msun T = 30802 K m_ubv_B = 7.36\n", + "M = 10.400 Msun T = 30291 K m_ubv_B = 7.43\n", + "M = 10.200 Msun T = 30016 K m_ubv_B = 7.48\n", + "M = 7.500 Msun T = 25655 K m_ubv_B = 8.26\n", + "M = 19.800 Msun T = 29572 K m_ubv_B = 4.76\n", + "M = 16.000 Msun T = 30076 K m_ubv_B = 5.49\n", + "M = 11.000 Msun T = nan K m_ubv_B = nan\n", + "M = 1.200 Msun T = 7334 K m_ubv_B = 14.08\n", + "M = 10.200 Msun T = 30016 K m_ubv_B = 7.48\n", + "M = 2.800 Msun T = 14621 K m_ubv_B = 10.87\n", + "M = 1.000 Msun T = 6421 K m_ubv_B = 15.10\n", + "M = 4.250 Msun T = 18735 K m_ubv_B = 9.71\n", + "M = 16.000 Msun T = 30076 K m_ubv_B = 5.49\n", + "M = 20.000 Msun T = 19444 K m_ubv_B = 3.21\n", + "M = 3.500 Msun T = 16547 K m_ubv_B = 10.12\n", + "M = 23.000 Msun T = 15139 K m_ubv_B = 2.09\n", + "M = 13.000 Msun T = 30035 K m_ubv_B = 6.41\n", + "M = 1.100 Msun T = 6851 K m_ubv_B = 14.56\n", + "M = 10.000 Msun T = 27641 K m_ubv_B = 7.29\n", + "M = 15.200 Msun T = 34258 K m_ubv_B = 6.20\n", + "M = 10.000 Msun T = 27641 K m_ubv_B = 7.29\n", + "M = 11.500 Msun T = 31278 K m_ubv_B = 7.17\n", + "M = 9.600 Msun T = 29150 K m_ubv_B = 7.63\n", + "M = 2.100 Msun T = 12092 K m_ubv_B = 11.78\n", + "M = 7.000 Msun T = 24655 K m_ubv_B = 8.45\n", + "M = 1.600 Msun T = 9738 K m_ubv_B = 12.76\n", + "M = 12.000 Msun T = 29563 K m_ubv_B = 6.74\n", + "M = 12.000 Msun T = 29563 K m_ubv_B = 6.74\n", + "M = 11.000 Msun T = 28462 K m_ubv_B = 6.92\n", + "M = 13.800 Msun T = 33633 K m_ubv_B = 6.64\n", + "M = 2.200 Msun T = 12490 K m_ubv_B = 11.62\n", + "M = 8.000 Msun T = 26460 K m_ubv_B = 8.12\n", + "M = 3.200 Msun T = 15747 K m_ubv_B = 10.47\n", + "M = 14.700 Msun T = 33343 K m_ubv_B = 6.29\n", + "M = 12.000 Msun T = 29622 K m_ubv_B = 6.76\n", + "M = 7.000 Msun T = 24655 K m_ubv_B = 8.45\n", + "M = 10.800 Msun T = 30825 K m_ubv_B = 7.33\n", + "M = 8.000 Msun T = 25028 K m_ubv_B = 7.85\n", + "M = 10.000 Msun T = 27641 K m_ubv_B = 7.29\n", + "M = 3.500 Msun T = 16547 K m_ubv_B = 10.12\n", + "M = 3.200 Msun T = 15869 K m_ubv_B = 10.48\n", + "Starting filter: ubv,R Elapsed time: 107.14 seconds\n", + "Starting synthetic photometry\n", + "Singles\n", + "M = 9.100 Msun T = 26537 K m_ubv_R = 8.17\n", + "Primaries\n", + "M = 14.000 Msun T = 30266 K m_ubv_R = 6.67\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "M = 3.981 Msun T = 3090 K m_ubv_R = 23.23\n", + "M = 19.000 Msun T = 11953 K m_ubv_R = 2.62\n", + "M = 14.000 Msun T = 30298 K m_ubv_R = 6.68\n", + "M = 14.000 Msun T = 30266 K m_ubv_R = 6.67\n", + "M = 3.981 Msun T = 3090 K m_ubv_R = 23.23\n", + "M = 10.000 Msun T = 3090 K m_ubv_R = 23.23\n", + "M = 3.162 Msun T = nan K m_ubv_R = nan\n", + "M = 13.000 Msun T = 30037 K m_ubv_R = 7.00\n", + "M = 12.000 Msun T = 29563 K m_ubv_R = 7.35\n", + "M = 13.000 Msun T = 30037 K m_ubv_R = 7.00\n", + "M = 17.000 Msun T = 29685 K m_ubv_R = 5.76\n", + "M = 15.000 Msun T = 30279 K m_ubv_R = 6.36\n", + "M = 22.000 Msun T = 14210 K m_ubv_R = 2.34\n", + "M = 31.623 Msun T = 3090 K m_ubv_R = 23.23\n", + "M = 22.000 Msun T = 6594 K m_ubv_R = 0.33\n", + "M = 12.000 Msun T = 29563 K m_ubv_R = 7.35\n", + "M = 17.000 Msun T = 29685 K m_ubv_R = 5.76\n", + "M = 14.000 Msun T = 30266 K m_ubv_R = 6.67\n", + "M = 10.000 Msun T = 27642 K m_ubv_R = 7.92\n", + "M = 8.500 Msun T = 25805 K m_ubv_R = 8.37\n", + "M = 31.623 Msun T = 3090 K m_ubv_R = 23.23\n", + "M = 39.811 Msun T = 3090 K m_ubv_R = 23.23\n", + "M = 1.259 Msun T = nan K m_ubv_R = nan\n", + "M = 3.981 Msun T = 3090 K m_ubv_R = 23.23\n", + "M = 6.310 Msun T = 3090 K m_ubv_R = 23.23\n", + "M = 11.000 Msun T = 28479 K m_ubv_R = 7.55\n", + "M = 3.981 Msun T = 3090 K m_ubv_R = 23.23\n", + "M = 19.000 Msun T = 11953 K m_ubv_R = 2.62\n", + "M = 1.400 Msun T = nan K m_ubv_R = nan\n", + "M = 23.000 Msun T = 23483 K m_ubv_R = 3.59\n", + "M = 16.000 Msun T = 30080 K m_ubv_R = 6.05\n", + "M = 21.000 Msun T = 32719 K m_ubv_R = 4.81\n", + "M = 10.000 Msun T = 27642 K m_ubv_R = 7.92\n", + "M = 8.000 Msun T = 25082 K m_ubv_R = 8.51\n", + "M = 5.012 Msun T = 3090 K m_ubv_R = 23.23\n", + "M = 19.953 Msun T = 3090 K m_ubv_R = 23.23\n", + "M = 7.943 Msun T = 3090 K m_ubv_R = 23.23\n", + "M = 23.000 Msun T = 38042 K m_ubv_R = 5.01\n", + "M = 22.000 Msun T = 22718 K m_ubv_R = 3.64\n", + "M = 10.000 Msun T = 27642 K m_ubv_R = 7.92\n", + "M = 16.000 Msun T = 29888 K m_ubv_R = 6.10\n", + "M = 21.000 Msun T = 21235 K m_ubv_R = 3.61\n", + "M = 6.310 Msun T = 3090 K m_ubv_R = 23.23\n", + "M = 10.000 Msun T = 27642 K m_ubv_R = 7.92\n", + "M = 18.000 Msun T = 29119 K m_ubv_R = 5.47\n", + "M = 2.512 Msun T = nan K m_ubv_R = nan\n", + "M = 3.162 Msun T = nan K m_ubv_R = nan\n", + "M = 0.501 Msun T = nan K m_ubv_R = nan\n", + "M = 8.000 Msun T = 25087 K m_ubv_R = 8.51\n", + "Secondaries\n", + "M = 4.200 Msun T = 18622 K m_ubv_R = 9.89\n", + "M = 22.000 Msun T = 11274 K m_ubv_R = 1.63\n", + "M = 9.500 Msun T = 28981 K m_ubv_R = 7.98\n", + "M = 2.800 Msun T = 14620 K m_ubv_R = 10.89\n", + "M = 9.800 Msun T = 29450 K m_ubv_R = 7.89\n", + "M = 23.000 Msun T = 31779 K m_ubv_R = 5.76\n", + "M = 19.000 Msun T = 32266 K m_ubv_R = 5.23\n", + "M = 18.000 Msun T = 29113 K m_ubv_R = 5.22\n", + "M = 5.200 Msun T = 21001 K m_ubv_R = 9.39\n", + "M = 10.800 Msun T = 30802 K m_ubv_R = 7.68\n", + "M = 10.400 Msun T = 30291 K m_ubv_R = 7.75\n", + "M = 10.200 Msun T = 30016 K m_ubv_R = 7.79\n", + "M = 7.500 Msun T = 25655 K m_ubv_R = 8.54\n", + "M = 19.800 Msun T = 29572 K m_ubv_R = 5.07\n", + "M = 16.000 Msun T = 30076 K m_ubv_R = 5.80\n", + "M = 11.000 Msun T = nan K m_ubv_R = nan\n", + "M = 1.200 Msun T = 7334 K m_ubv_R = 13.43\n", + "M = 10.200 Msun T = 30016 K m_ubv_R = 7.79\n", + "M = 2.800 Msun T = 14621 K m_ubv_R = 10.89\n", + "M = 1.000 Msun T = 6421 K m_ubv_R = 14.24\n", + "M = 4.250 Msun T = 18735 K m_ubv_R = 9.86\n", + "M = 16.000 Msun T = 30076 K m_ubv_R = 5.80\n", + "M = 20.000 Msun T = 19444 K m_ubv_R = 3.38\n", + "M = 3.500 Msun T = 16547 K m_ubv_R = 10.22\n", + "M = 23.000 Msun T = 15139 K m_ubv_R = 2.13\n", + "M = 13.000 Msun T = 30035 K m_ubv_R = 6.72\n", + "M = 1.100 Msun T = 6851 K m_ubv_R = 13.81\n", + "M = 10.000 Msun T = 27641 K m_ubv_R = 7.58\n", + "M = 15.200 Msun T = 34258 K m_ubv_R = 6.55\n", + "M = 10.000 Msun T = 27641 K m_ubv_R = 7.58\n", + "M = 11.500 Msun T = 31278 K m_ubv_R = 7.49\n", + "M = 9.600 Msun T = 29150 K m_ubv_R = 7.94\n", + "M = 2.100 Msun T = 12092 K m_ubv_R = 11.67\n", + "M = 7.000 Msun T = 24655 K m_ubv_R = 8.71\n", + "M = 1.600 Msun T = 9738 K m_ubv_R = 12.45\n", + "M = 12.000 Msun T = 29563 K m_ubv_R = 7.05\n", + "M = 12.000 Msun T = 29563 K m_ubv_R = 7.05\n", + "M = 11.000 Msun T = 28462 K m_ubv_R = 7.22\n", + "M = 13.800 Msun T = 33633 K m_ubv_R = 6.98\n", + "M = 2.200 Msun T = 12490 K m_ubv_R = 11.54\n", + "M = 8.000 Msun T = 26460 K m_ubv_R = 8.41\n", + "M = 3.200 Msun T = 15747 K m_ubv_R = 10.53\n", + "M = 14.700 Msun T = 33343 K m_ubv_R = 6.63\n", + "M = 12.000 Msun T = 29622 K m_ubv_R = 7.07\n", + "M = 7.000 Msun T = 24655 K m_ubv_R = 8.71\n", + "M = 10.800 Msun T = 30825 K m_ubv_R = 7.65\n", + "M = 8.000 Msun T = 25028 K m_ubv_R = 8.11\n", + "M = 10.000 Msun T = 27641 K m_ubv_R = 7.58\n", + "M = 3.500 Msun T = 16547 K m_ubv_R = 10.22\n", + "M = 3.200 Msun T = 15869 K m_ubv_R = 10.55\n", + "Starting filter: ubv,I Elapsed time: 140.30 seconds\n", + "Starting synthetic photometry\n", + "Singles\n", + "M = 9.100 Msun T = 26537 K m_ubv_I = 8.40\n", + "Primaries\n", + "M = 14.000 Msun T = 30266 K m_ubv_I = 6.93\n", + "M = 3.981 Msun T = 3090 K m_ubv_I = 21.84\n", + "M = 19.000 Msun T = 11953 K m_ubv_I = 2.67\n", + "M = 14.000 Msun T = 30298 K m_ubv_I = 6.94\n", + "M = 14.000 Msun T = 30266 K m_ubv_I = 6.93\n", + "M = 3.981 Msun T = 3090 K m_ubv_I = 21.84\n", + "M = 10.000 Msun T = 3090 K m_ubv_I = 21.84\n", + "M = 3.162 Msun T = nan K m_ubv_I = nan\n", + "M = 13.000 Msun T = 30037 K m_ubv_I = 7.26\n", + "M = 12.000 Msun T = 29563 K m_ubv_I = 7.60\n", + "M = 13.000 Msun T = 30037 K m_ubv_I = 7.26\n", + "M = 17.000 Msun T = 29685 K m_ubv_I = 6.01\n", + "M = 15.000 Msun T = 30279 K m_ubv_I = 6.61\n", + "M = 22.000 Msun T = 14210 K m_ubv_I = 2.44\n", + "M = 31.623 Msun T = 3090 K m_ubv_I = 21.84\n", + "M = 22.000 Msun T = 6594 K m_ubv_I = 0.05\n", + "M = 12.000 Msun T = 29563 K m_ubv_I = 7.60\n", + "M = 17.000 Msun T = 29685 K m_ubv_I = 6.01\n", + "M = 14.000 Msun T = 30266 K m_ubv_I = 6.93\n", + "M = 10.000 Msun T = 27642 K m_ubv_I = 8.17\n", + "M = 8.500 Msun T = 25805 K m_ubv_I = 8.60\n", + "M = 31.623 Msun T = 3090 K m_ubv_I = 21.84\n", + "M = 39.811 Msun T = 3090 K m_ubv_I = 21.84\n", + "M = 1.259 Msun T = nan K m_ubv_I = nan\n", + "M = 3.981 Msun T = 3090 K m_ubv_I = 21.84\n", + "M = 6.310 Msun T = 3090 K m_ubv_I = 21.84\n", + "M = 11.000 Msun T = 28479 K m_ubv_I = 7.79\n", + "M = 3.981 Msun T = 3090 K m_ubv_I = 21.84\n", + "M = 19.000 Msun T = 11953 K m_ubv_I = 2.67\n", + "M = 1.400 Msun T = nan K m_ubv_I = nan\n", + "M = 23.000 Msun T = 23483 K m_ubv_I = 3.79\n", + "M = 16.000 Msun T = 30080 K m_ubv_I = 6.30\n", + "M = 21.000 Msun T = 32719 K m_ubv_I = 5.07\n", + "M = 10.000 Msun T = 27642 K m_ubv_I = 8.17\n", + "M = 8.000 Msun T = 25082 K m_ubv_I = 8.73\n", + "M = 5.012 Msun T = 3090 K m_ubv_I = 21.84\n", + "M = 19.953 Msun T = 3090 K m_ubv_I = 21.84\n", + "M = 7.943 Msun T = 3090 K m_ubv_I = 21.84\n", + "M = 23.000 Msun T = 38042 K m_ubv_I = 5.27\n", + "M = 22.000 Msun T = 22718 K m_ubv_I = 3.85\n", + "M = 10.000 Msun T = 27642 K m_ubv_I = 8.17\n", + "M = 16.000 Msun T = 29888 K m_ubv_I = 6.35\n", + "M = 21.000 Msun T = 21235 K m_ubv_I = 3.80\n", + "M = 6.310 Msun T = 3090 K m_ubv_I = 21.84\n", + "M = 10.000 Msun T = 27642 K m_ubv_I = 8.17\n", + "M = 18.000 Msun T = 29119 K m_ubv_I = 5.72\n", + "M = 2.512 Msun T = nan K m_ubv_I = nan\n", + "M = 3.162 Msun T = nan K m_ubv_I = nan\n", + "M = 0.501 Msun T = nan K m_ubv_I = nan\n", + "M = 8.000 Msun T = 25087 K m_ubv_I = 8.74\n", + "Secondaries\n", + "M = 4.200 Msun T = 18622 K m_ubv_I = 10.02\n", + "M = 22.000 Msun T = 11274 K m_ubv_I = 1.60\n", + "M = 9.500 Msun T = 28981 K m_ubv_I = 8.19\n", + "M = 2.800 Msun T = 14620 K m_ubv_I = 10.96\n", + "M = 9.800 Msun T = 29450 K m_ubv_I = 8.10\n", + "M = 23.000 Msun T = 31779 K m_ubv_I = 5.98\n", + "M = 19.000 Msun T = 32266 K m_ubv_I = 5.45\n", + "M = 18.000 Msun T = 29113 K m_ubv_I = 5.44\n", + "M = 5.200 Msun T = 21001 K m_ubv_I = 9.54\n", + "M = 10.800 Msun T = 30802 K m_ubv_I = 7.90\n", + "M = 10.400 Msun T = 30291 K m_ubv_I = 7.96\n", + "M = 10.200 Msun T = 30016 K m_ubv_I = 8.01\n", + "M = 7.500 Msun T = 25655 K m_ubv_I = 8.73\n", + "M = 19.800 Msun T = 29572 K m_ubv_I = 5.28\n", + "M = 16.000 Msun T = 30076 K m_ubv_I = 6.02\n", + "M = 11.000 Msun T = nan K m_ubv_I = nan\n", + "M = 1.200 Msun T = 7334 K m_ubv_I = 13.16\n", + "M = 10.200 Msun T = 30016 K m_ubv_I = 8.01\n", + "M = 2.800 Msun T = 14621 K m_ubv_I = 10.96\n", + "M = 1.000 Msun T = 6421 K m_ubv_I = 13.86\n", + "M = 4.250 Msun T = 18735 K m_ubv_I = 10.00\n", + "M = 16.000 Msun T = 30076 K m_ubv_I = 6.02\n", + "M = 20.000 Msun T = 19444 K m_ubv_I = 3.52\n", + "M = 3.500 Msun T = 16547 K m_ubv_I = 10.32\n", + "M = 23.000 Msun T = 15139 K m_ubv_I = 2.21\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "M = 13.000 Msun T = 30035 K m_ubv_I = 6.94\n", + "M = 1.100 Msun T = 6851 K m_ubv_I = 13.48\n", + "M = 10.000 Msun T = 27641 K m_ubv_I = 7.79\n", + "M = 15.200 Msun T = 34258 K m_ubv_I = 6.78\n", + "M = 10.000 Msun T = 27641 K m_ubv_I = 7.79\n", + "M = 11.500 Msun T = 31278 K m_ubv_I = 7.71\n", + "M = 9.600 Msun T = 29150 K m_ubv_I = 8.15\n", + "M = 2.100 Msun T = 12092 K m_ubv_I = 11.67\n", + "M = 7.000 Msun T = 24655 K m_ubv_I = 8.90\n", + "M = 1.600 Msun T = 9738 K m_ubv_I = 12.36\n", + "M = 12.000 Msun T = 29563 K m_ubv_I = 7.26\n", + "M = 12.000 Msun T = 29563 K m_ubv_I = 7.26\n", + "M = 11.000 Msun T = 28462 K m_ubv_I = 7.43\n", + "M = 13.800 Msun T = 33633 K m_ubv_I = 7.21\n", + "M = 2.200 Msun T = 12490 K m_ubv_I = 11.55\n", + "M = 8.000 Msun T = 26460 K m_ubv_I = 8.60\n", + "M = 3.200 Msun T = 15747 K m_ubv_I = 10.62\n", + "M = 14.700 Msun T = 33343 K m_ubv_I = 6.85\n", + "M = 12.000 Msun T = 29622 K m_ubv_I = 7.29\n", + "M = 7.000 Msun T = 24655 K m_ubv_I = 8.90\n", + "M = 10.800 Msun T = 30825 K m_ubv_I = 7.87\n", + "M = 8.000 Msun T = 25028 K m_ubv_I = 8.30\n", + "M = 10.000 Msun T = 27641 K m_ubv_I = 7.79\n", + "M = 3.500 Msun T = 16547 K m_ubv_I = 10.32\n", + "M = 3.200 Msun T = 15869 K m_ubv_I = 10.64\n", + " Time taken: 173.30 seconds\n", + "Isochrone generation took 418.823939 s.\n" + ] + } + ], + "source": [ + "import spisea\n", + "from spisea import evolution, synthetic\n", + "import math\n", + "# Check if the evolution class works fine\n", + "import time\n", + "t1=time.time()\n", + "bps=evolution.BPASS()\n", + "iso1=synthetic.Isochrone_Binary(7.0, 0.0, 1000,math.log10(1/10), filepath='/g/lu/scratch/ryotainagaki/BPASS_iso_filesTimedIsolated/')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As a sanity check, I would like to make sure thatk, for primary stars, we only have (from the isochrone) designated phase 5 stars ( anything that is not a compact remnant), white dwarves (101), and non-white dwarf compact remnants that are NEWSECMODS primaries. Also make sure that our secondary stars are non-compact-remnant, white dwarves, or are merged." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Changing to logg=4.00 for T= 31270 logg=4.00\n", + "Changing to logg=4.00 for T= 31267 logg=3.99\n", + "Changing to logg=4.00 for T= 31259 logg=3.98\n", + "Changing to logg=4.00 for T= 31245 logg=3.97\n", + "Changing to logg=4.00 for T= 31226 logg=3.96\n", + "Changing to logg=4.00 for T= 31200 logg=3.94\n", + "Changing to logg=4.00 for T= 31169 logg=3.93\n", + "Changing to logg=4.00 for T= 31139 logg=3.92\n", + "Changing to logg=4.00 for T= 31109 logg=3.91\n", + "Changing to logg=4.00 for T= 31072 logg=3.90\n", + "Changing to logg=4.00 for T= 31032 logg=3.89\n", + "Changing to logg=4.00 for T= 31013 logg=3.64\n", + "Changing to logg=4.00 for T= 31102 logg=3.64\n", + "Changing to logg=4.00 for T= 31185 logg=3.64\n", + "Changing to logg=4.00 for T= 31263 logg=3.65\n", + "Changing to logg=4.00 for T= 31337 logg=3.65\n", + "Changing to logg=4.00 for T= 31405 logg=3.65\n", + "Changing to logg=4.00 for T= 31467 logg=3.65\n", + "Changing to logg=4.00 for T= 31520 logg=3.65\n", + "Changing to logg=4.00 for T= 31564 logg=3.66\n", + "Changing to logg=4.00 for T= 31593 logg=3.66\n", + "Changing to logg=4.00 for T= 31604 logg=3.66\n", + "Changing to logg=4.00 for T= 31594 logg=3.66\n", + "Changing to logg=4.00 for T= 31559 logg=3.66\n", + "Changing to logg=4.00 for T= 31501 logg=3.66\n", + "Changing to logg=4.00 for T= 31423 logg=3.65\n", + "Changing to logg=4.00 for T= 31328 logg=3.65\n", + "Changing to logg=4.00 for T= 31225 logg=3.65\n", + "Changing to logg=4.00 for T= 31112 logg=3.64\n", + "Changing to logg=3.50 for T= 29088 logg=3.49\n", + "Changing to logg=3.50 for T= 29029 logg=3.49\n", + "Changing to logg=3.50 for T= 28969 logg=3.49\n", + "Changing to logg=3.50 for T= 28909 logg=3.48\n", + "Changing to logg=3.50 for T= 28848 logg=3.48\n", + "Changing to logg=3.50 for T= 28787 logg=3.47\n", + "Changing to logg=3.50 for T= 28726 logg=3.47\n", + "Changing to logg=3.50 for T= 28664 logg=3.46\n", + "Changing to logg=3.50 for T= 28603 logg=3.46\n", + "Changing to logg=3.50 for T= 28541 logg=3.46\n", + "Changing to logg=3.50 for T= 28479 logg=3.45\n", + "Changing to logg=3.50 for T= 28417 logg=3.45\n", + "Changing to logg=3.50 for T= 28355 logg=3.44\n", + "Changing to logg=3.50 for T= 28293 logg=3.44\n", + "Changing to logg=3.50 for T= 28230 logg=3.44\n", + "Changing to logg=3.50 for T= 28168 logg=3.43\n", + "Changing to logg=3.50 for T= 28106 logg=3.43\n", + "Changing to logg=3.50 for T= 28044 logg=3.42\n", + "Changing to logg=3.50 for T= 27982 logg=3.42\n", + "Changing to logg=3.50 for T= 27920 logg=3.42\n", + "Changing to logg=3.50 for T= 27858 logg=3.41\n", + "Changing to logg=3.50 for T= 27796 logg=3.41\n", + "Changing to logg=3.50 for T= 27734 logg=3.40\n", + "Changing to logg=3.50 for T= 27672 logg=3.40\n", + "Changing to logg=3.50 for T= 27610 logg=3.40\n", + "Changing to logg=3.50 for T= 27548 logg=3.39\n", + "Changing to logg=3.50 for T= 27486 logg=3.39\n", + "Changing to logg=3.50 for T= 27425 logg=3.38\n", + "Changing to logg=3.50 for T= 27363 logg=3.38\n", + "Changing to logg=3.50 for T= 27301 logg=3.37\n", + "Changing to logg=3.50 for T= 27240 logg=3.37\n", + "Changing to logg=3.50 for T= 27179 logg=3.37\n", + "Changing to logg=3.50 for T= 27118 logg=3.36\n", + "Changing to logg=3.50 for T= 27056 logg=3.36\n", + "Changing to logg=3.50 for T= 26995 logg=3.35\n", + "Changing to logg=3.50 for T= 26934 logg=3.35\n", + "Changing to logg=3.50 for T= 26873 logg=3.34\n", + "Changing to logg=3.50 for T= 26812 logg=3.34\n", + "Changing to logg=3.50 for T= 26751 logg=3.34\n", + "Changing to logg=3.50 for T= 26690 logg=3.33\n", + "Changing to logg=3.50 for T= 26629 logg=3.33\n", + "Changing to logg=3.50 for T= 26568 logg=3.32\n", + "Changing to logg=3.50 for T= 26507 logg=3.32\n", + "Changing to logg=3.50 for T= 26447 logg=3.31\n", + "Changing to logg=3.50 for T= 26386 logg=3.31\n", + "Changing to logg=3.50 for T= 26326 logg=3.31\n", + "Changing to logg=3.50 for T= 26265 logg=3.30\n", + "Changing to logg=3.50 for T= 26205 logg=3.30\n", + "Changing to logg=3.50 for T= 26144 logg=3.29\n", + "Changing to logg=3.50 for T= 26084 logg=3.29\n", + "Changing to logg=3.50 for T= 26024 logg=3.28\n", + "Changing to logg=3.00 for T= 22390 logg=3.00\n", + "Changing to logg=3.00 for T= 22334 logg=2.99\n", + "Changing to logg=3.00 for T= 22278 logg=2.99\n", + "Changing to logg=3.00 for T= 22222 logg=2.98\n", + "Changing to logg=3.00 for T= 22167 logg=2.98\n", + "Changing to logg=3.00 for T= 22111 logg=2.97\n", + "Changing to logg=3.00 for T= 22056 logg=2.97\n", + "Changing to logg=3.00 for T= 22001 logg=2.96\n", + "Changing to logg=3.00 for T= 21946 logg=2.96\n", + "Changing to logg=3.00 for T= 21891 logg=2.95\n", + "Changing to logg=3.00 for T= 21836 logg=2.95\n", + "Changing to logg=3.00 for T= 21782 logg=2.94\n", + "Changing to logg=3.00 for T= 21728 logg=2.94\n", + "Changing to logg=3.00 for T= 21673 logg=2.93\n", + "Changing to logg=3.00 for T= 21619 logg=2.93\n", + "Changing to logg=3.00 for T= 21565 logg=2.92\n", + "Changing to logg=3.00 for T= 21512 logg=2.92\n", + "Changing to logg=3.00 for T= 21458 logg=2.91\n", + "Changing to logg=3.00 for T= 21405 logg=2.91\n", + "Changing to logg=3.00 for T= 21351 logg=2.90\n", + "Changing to logg=3.00 for T= 21298 logg=2.90\n", + "Changing to logg=3.00 for T= 21245 logg=2.89\n", + "Changing to logg=3.00 for T= 21192 logg=2.89\n", + "Changing to logg=3.00 for T= 21140 logg=2.88\n", + "Changing to logg=3.00 for T= 21087 logg=2.88\n", + "Changing to logg=3.00 for T= 21035 logg=2.87\n", + "Changing to logg=3.00 for T= 20982 logg=2.87\n", + "Changing to logg=3.00 for T= 20930 logg=2.86\n", + "Changing to logg=3.00 for T= 20878 logg=2.86\n", + "Changing to logg=3.00 for T= 20826 logg=2.85\n", + "Changing to logg=3.00 for T= 20774 logg=2.85\n", + "Changing to logg=3.00 for T= 20723 logg=2.84\n", + "Changing to logg=3.00 for T= 20671 logg=2.84\n", + "Changing to logg=3.00 for T= 20620 logg=2.83\n", + "Changing to logg=3.00 for T= 20569 logg=2.83\n", + "Changing to logg=3.00 for T= 20518 logg=2.82\n", + "Changing to logg=3.00 for T= 20467 logg=2.82\n", + "Changing to logg=3.00 for T= 20416 logg=2.81\n", + "Changing to logg=3.00 for T= 20365 logg=2.81\n", + "Changing to logg=3.00 for T= 20315 logg=2.80\n", + "Changing to logg=3.00 for T= 20282 logg=2.80\n", + "Changing to logg=3.00 for T= 20249 logg=2.79\n", + "Changing to logg=3.00 for T= 20216 logg=2.79\n", + "Changing to logg=3.00 for T= 20183 logg=2.79\n", + "Changing to logg=3.00 for T= 20151 logg=2.78\n", + "Changing to logg=3.00 for T= 20118 logg=2.78\n", + "Changing to logg=3.00 for T= 20085 logg=2.78\n", + "Changing to logg=3.00 for T= 20053 logg=2.77\n", + "Changing to logg=3.00 for T= 20021 logg=2.77\n", + "Changing to logg=3.00 for T= 19988 logg=2.77\n", + "Changing to logg=3.00 for T= 19956 logg=2.76\n", + "Changing to logg=3.00 for T= 19924 logg=2.76\n", + "Changing to logg=3.00 for T= 19892 logg=2.76\n", + "Changing to logg=3.00 for T= 19860 logg=2.75\n", + "Changing to logg=3.00 for T= 19828 logg=2.75\n", + "Changing to logg=3.00 for T= 19796 logg=2.75\n", + "Changing to logg=3.00 for T= 19764 logg=2.74\n", + "Changing to logg=3.00 for T= 19732 logg=2.74\n", + "Changing to logg=3.00 for T= 19701 logg=2.74\n", + "Changing to logg=3.00 for T= 19670 logg=2.74\n", + "Changing to logg=3.00 for T= 19638 logg=2.73\n", + "Changing to logg=3.00 for T= 19607 logg=2.73\n", + "Changing to logg=3.00 for T= 19576 logg=2.73\n", + "Changing to logg=3.00 for T= 19546 logg=2.72\n", + "Changing to logg=3.00 for T= 19515 logg=2.72\n", + "Changing to logg=3.00 for T= 19484 logg=2.72\n", + "Changing to logg=3.00 for T= 19193 logg=2.69\n", + "Changing to logg=2.50 for T= 17579 logg=2.48\n", + "Changing to logg=2.50 for T= 17390 logg=2.46\n", + "Changing to logg=2.50 for T= 17170 logg=2.43\n", + "Changing to logg=2.50 for T= 16944 logg=2.40\n", + "Changing to logg=2.50 for T= 16719 logg=2.38\n", + "Changing to logg=2.50 for T= 16498 logg=2.35\n", + "Changing to logg=2.50 for T= 16279 logg=2.33\n", + "Changing to logg=2.50 for T= 16062 logg=2.30\n", + "Changing to logg=2.50 for T= 15848 logg=2.27\n", + "Changing to logg=2.50 for T= 15637 logg=2.25\n", + "Changing to logg=2.50 for T= 15428 logg=2.22\n", + "Changing to logg=2.50 for T= 15222 logg=2.20\n", + "Changing to logg=2.50 for T= 15018 logg=2.17\n", + "Changing to logg=2.50 for T= 14816 logg=2.15\n", + "Changing to logg=2.50 for T= 14618 logg=2.12\n", + "Changing to logg=2.50 for T= 14421 logg=2.10\n", + "Changing to logg=2.50 for T= 14227 logg=2.07\n", + "Changing to logg=2.50 for T= 14036 logg=2.05\n", + "Changing to logg=2.50 for T= 13847 logg=2.02\n", + "Changing to logg=2.50 for T= 13660 logg=2.00\n", + "Changing to logg=2.50 for T= 13476 logg=1.97\n", + "Changing to logg=2.50 for T= 13294 logg=1.95\n", + "Changing to logg=2.50 for T= 13115 logg=1.92\n", + "Changing to logg=2.50 for T= 12938 logg=1.90\n", + "Changing to logg=2.50 for T= 12764 logg=1.87\n", + "Changing to logg=2.50 for T= 12591 logg=1.85\n", + "Changing to logg=2.50 for T= 12421 logg=1.83\n", + "Changing to logg=2.50 for T= 12253 logg=1.80\n", + "Changing to logg=2.50 for T= 12087 logg=1.78\n", + "Changing to logg=2.50 for T= 11924 logg=1.75\n", + "Changing to logg=2.50 for T= 11762 logg=1.73\n", + "Changing to logg=2.00 for T= 11603 logg=1.70\n", + "Changing to logg=2.00 for T= 11446 logg=1.68\n", + "Changing to logg=2.00 for T= 11291 logg=1.66\n", + "Changing to logg=2.00 for T= 11138 logg=1.63\n", + "Changing to logg=2.00 for T= 10987 logg=1.61\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Changing to logg=2.00 for T= 10837 logg=1.58\n", + "Changing to logg=2.00 for T= 10690 logg=1.56\n", + "Changing to logg=2.00 for T= 10545 logg=1.54\n", + "Changing to logg=2.00 for T= 10402 logg=1.51\n", + "Changing to logg=2.00 for T= 10261 logg=1.49\n", + "Changing to logg=2.00 for T= 10121 logg=1.46\n", + "Changing to logg=2.00 for T= 9984 logg=1.44\n", + "Changing to logg=2.00 for T= 9848 logg=1.42\n", + "Changing to logg=2.00 for T= 9715 logg=1.39\n", + "Changing to logg=2.00 for T= 9583 logg=1.37\n", + "Changing to logg=2.00 for T= 9453 logg=1.34\n", + "Changing to logg=2.00 for T= 9324 logg=1.32\n", + "Changing to logg=2.00 for T= 9198 logg=1.30\n", + "Changing to logg=2.00 for T= 9073 logg=1.27\n", + "Changing to logg=1.50 for T= 8950 logg=1.25\n", + "Changing to logg=1.50 for T= 8828 logg=1.23\n", + "Changing to logg=1.50 for T= 8709 logg=1.20\n", + "Changing to logg=1.50 for T= 8591 logg=1.18\n", + "Changing to logg=1.50 for T= 8474 logg=1.16\n", + "Changing to logg=1.50 for T= 8359 logg=1.13\n", + "Changing to logg=1.00 for T= 7703 logg=0.99\n", + "Changing to logg=1.00 for T= 7599 logg=0.97\n", + "Isochrone generation took 50.693185 s.\n", + "Making photometry for isochrone: log(t) = 7.00 AKs = 0.00 dist = 1000\n", + " Starting at: 2021-01-08 01:26:25.118701 Usually takes ~5 minutes\n", + "Starting filter: ubv,U Elapsed time: 0.00 seconds\n", + "Starting synthetic photometry\n", + "M = 0.104 Msun T = 3516 K m_ubv_U = 23.25\n", + "M = 1.571 Msun T = 9909 K m_ubv_U = 12.45\n", + "M = 6.785 Msun T = 23952 K m_ubv_U = 7.89\n", + "M = 18.749 Msun T = 30008 K m_ubv_U = 3.92\n", + "M = 18.788 Msun T = 25605 K m_ubv_U = 3.48\n", + "M = 18.806 Msun T = 20118 K m_ubv_U = 2.98\n", + "M = 20.402 Msun T = 6878 K m_ubv_U = 1.98\n", + "Starting filter: ubv,B Elapsed time: 1.23 seconds\n", + "Starting synthetic photometry\n", + "M = 0.104 Msun T = 3516 K m_ubv_B = 22.13\n", + "M = 1.571 Msun T = 9909 K m_ubv_B = 12.48\n", + "M = 6.785 Msun T = 23952 K m_ubv_B = 8.74\n", + "M = 18.749 Msun T = 30008 K m_ubv_B = 4.95\n", + "M = 18.788 Msun T = 25605 K m_ubv_B = 4.45\n", + "M = 18.806 Msun T = 20118 K m_ubv_B = 3.79\n", + "M = 20.402 Msun T = 6878 K m_ubv_B = 1.76\n", + "Starting filter: ubv,V Elapsed time: 2.43 seconds\n", + "Starting synthetic photometry\n", + "M = 0.104 Msun T = 3516 K m_ubv_V = 20.54\n", + "M = 1.571 Msun T = 9909 K m_ubv_V = 12.47\n", + "M = 6.785 Msun T = 23952 K m_ubv_V = 8.97\n", + "M = 18.749 Msun T = 30008 K m_ubv_V = 5.22\n", + "M = 18.788 Msun T = 25605 K m_ubv_V = 4.69\n", + "M = 18.806 Msun T = 20118 K m_ubv_V = 4.00\n", + "M = 20.402 Msun T = 6878 K m_ubv_V = 1.59\n", + "Starting filter: ubv,R Elapsed time: 3.63 seconds\n", + "Starting synthetic photometry\n", + "M = 0.104 Msun T = 3516 K m_ubv_R = 19.67\n", + "M = 1.571 Msun T = 9909 K m_ubv_R = 12.47\n", + "M = 6.785 Msun T = 23952 K m_ubv_R = 9.06\n", + "M = 18.749 Msun T = 30008 K m_ubv_R = 5.33\n", + "M = 18.788 Msun T = 25605 K m_ubv_R = 4.78\n", + "M = 18.806 Msun T = 20118 K m_ubv_R = 4.07\n", + "M = 20.402 Msun T = 6878 K m_ubv_R = 1.47\n", + "Starting filter: ubv,I Elapsed time: 4.79 seconds\n", + "Starting synthetic photometry\n", + "M = 0.104 Msun T = 3516 K m_ubv_I = 18.44\n", + "M = 1.571 Msun T = 9909 K m_ubv_I = 12.48\n", + "M = 6.785 Msun T = 23952 K m_ubv_I = 9.27\n", + "M = 18.749 Msun T = 30008 K m_ubv_I = 5.58\n", + "M = 18.788 Msun T = 25605 K m_ubv_I = 5.01\n", + "M = 18.806 Msun T = 20118 K m_ubv_I = 4.25\n", + "M = 20.402 Msun T = 6878 K m_ubv_I = 1.23\n", + " Time taken: 5.96 seconds\n" + ] + } + ], + "source": [ + "iso2=synthetic.IsochronePhot(7.0, 0.0, 1000, math.log10(1/10), recomp=True) # New MIST v.1 isochrone for same metallicity" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Looking at the distribution of logg values. for the stars in the MISTv.1 isochrone." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "from spisea import imf\n", + "from spisea.imf import imf, multiplicity\n", + "from spisea import ifmr\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Make the clusters corresponding to the binary star isochrone and the MISTv.1 isochrone" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "module 'spisea.synthetic' has no attribute 'Binary_Cluster'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mclus_1\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0msynthetic\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBinary_Cluster\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0miso1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mimf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mKennicutt_1983\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmultiplicity\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmultiplicity\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mMultiplicityResolvedDK\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m10000\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mifmr\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mifmr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mIFMR_Spera15\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mclus_2\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0msynthetic\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mResolvedCluster\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0miso2\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mimf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mKennicutt_1983\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmultiplicity\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmultiplicity\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mMultiplicityResolvedDK\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m10000\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mifmr\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mifmr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mIFMR_Spera15\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mAttributeError\u001b[0m: module 'spisea.synthetic' has no attribute 'Binary_Cluster'" + ] + } + ], + "source": [ + "clus_1=synthetic.Binary_Cluster(iso1, imf.Kennicutt_1983(multiplicity=multiplicity.MultiplicityResolvedDK()), 10000, ifmr=ifmr.IFMR_Spera15())\n", + "clus_2=synthetic.ResolvedCluster(iso2, imf.Kennicutt_1983(multiplicity=multiplicity.MultiplicityResolvedDK()), 10000, ifmr=ifmr.IFMR_Spera15())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now let's visualize the isochrone we have created so far with a color magnitude diagram. There we can see the end of main sequence and perhaps the M type" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Checking if I am getting the right amout of mass (10000 solar masses)\n", + "clus_1.star_systems['systemMass'].sum()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Comparison with the MIST v.1 cluster (10000 solar masses)\n", + "clus_2.star_systems['systemMass'].sum()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "astroconda", + "language": "python", + "name": "astroconda" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/Cluster_Mass_Error_Demonstration/Error Demonstration 10^7 yr old Kennicutt.ipynb b/Cluster_Mass_Error_Demonstration/Error Demonstration 10^7 yr old Kennicutt.ipynb new file mode 100644 index 00000000..96997d7c --- /dev/null +++ b/Cluster_Mass_Error_Demonstration/Error Demonstration 10^7 yr old Kennicutt.ipynb @@ -0,0 +1,2271 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Testing the BPASS cluster at 10^7 years age.\n", + "Here, I try to create a 10000 solar mass BPASS cluster and ResolvedCluster. **This is to demonstrate the issue I have with the mass-matching inside of the Binary_Cluster implementation.**" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/pysynphot/locations.py:346: UserWarning: Extinction files not found in /g/lu/models/cdbs/extinction\n", + " warnings.warn('Extinction files not found in %s' % (extdir, ))\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/pysynphot/refs.py:125: UserWarning: No thermal tables found, no thermal calculations can be performed. No files found for /g/lu/models/cdbs/mtab/*_tmt.fits\n", + " 'no thermal calculations can be performed. ' + str(e))\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/units/quantity.py:477: RuntimeWarning: invalid value encountered in true_divide\n", + " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n", + "/u/ryotainagaki/Desktop/PyPopStar/spisea/evolution.py:1794: RuntimeWarning: overflow encountered in power\n", + " (1 / cs.au) * un.m)\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/table/column.py:1020: RuntimeWarning: invalid value encountered in greater\n", + " result = getattr(super(), op)(other)\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/units/quantity.py:477: RuntimeWarning: divide by zero encountered in true_divide\n", + " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Changing to logg=4.50 for T= 48500 logg=3.98\n", + "Changing to T= 50000 for T=164324 logg=5.78\n", + "Changing to logg=5.00 for T=164324 logg=5.78\n", + "Changing to T= 50000 for T=102353 logg=5.41\n", + "Changing to logg=5.00 for T=102353 logg=5.41\n", + "Changing to T= 50000 for T= 69632 logg=4.38\n", + "Changing to logg=5.00 for T= 69632 logg=4.38\n", + "Changing to T= 50000 for T= 69390 logg=4.71\n", + "Changing to logg=5.00 for T= 69390 logg=4.71\n", + "Changing to T= 50000 for T=102877 logg=5.42\n", + "Changing to logg=5.00 for T=102877 logg=5.42\n", + "Changing to T= 50000 for T= 71453 logg=4.77\n", + "Changing to logg=5.00 for T= 71453 logg=4.77\n", + "Changing to T= 50000 for T=103588 logg=5.41\n", + "Changing to logg=5.00 for T=103588 logg=5.41\n", + "Changing to T= 50000 for T= 82465 logg=5.17\n", + "Changing to logg=5.00 for T= 82465 logg=5.17\n", + "Changing to logg=4.00 for T= 31125 logg=3.66\n", + "Changing to T= 50000 for T= 59860 logg=4.13\n", + "Changing to logg=5.00 for T= 59860 logg=4.13\n", + "Changing to logg=4.00 for T= 35763 logg=3.88\n", + "Changing to T= 50000 for T= 70651 logg=4.75\n", + "Changing to logg=5.00 for T= 70651 logg=4.75\n", + "Changing to T= 50000 for T=102849 logg=5.40\n", + "Changing to logg=5.00 for T=102849 logg=5.40\n", + "Changing to T= 50000 for T= 74116 logg=4.48\n", + "Changing to logg=5.00 for T= 74116 logg=4.48\n", + "Changing to T= 50000 for T= 80581 logg=5.10\n", + "Changing to logg=5.00 for T= 80581 logg=5.10\n", + "Changing to logg=4.00 for T= 35293 logg=3.85\n", + "Changing to T= 50000 for T= 72197 logg=4.43\n", + "Changing to logg=5.00 for T= 72197 logg=4.43\n", + "Changing to logg=3.50 for T= 27580 logg=3.14\n", + "Changing to logg=4.50 for T= 46078 logg=3.89\n", + "Changing to T= 50000 for T=102400 logg=5.42\n", + "Changing to logg=5.00 for T=102400 logg=5.42\n", + "Changing to T= 50000 for T= 69217 logg=4.37\n", + "Changing to logg=5.00 for T= 69217 logg=4.37\n", + "Changing to T= 50000 for T= 72205 logg=4.44\n", + "Changing to logg=5.00 for T= 72205 logg=4.44\n", + "Changing to T= 50000 for T= 52802 logg=3.95\n", + "Changing to logg=5.00 for T= 52802 logg=3.95\n", + "Changing to T= 50000 for T= 69325 logg=4.37\n", + "Changing to logg=5.00 for T= 69325 logg=4.37\n", + "Changing to T= 50000 for T= 68431 logg=4.34\n", + "Changing to logg=5.00 for T= 68431 logg=4.34\n", + "Changing to logg=4.00 for T= 34157 logg=3.71\n", + "Changing to T= 50000 for T= 74287 logg=4.48\n", + "Changing to logg=5.00 for T= 74287 logg=4.48\n", + "Changing to T= 50000 for T= 80053 logg=4.57\n", + "Changing to logg=5.00 for T= 80053 logg=4.57\n", + "Changing to logg=3.00 for T= 21306 logg=2.99\n", + "Changing to T= 50000 for T= 83155 logg=4.66\n", + "Changing to logg=5.00 for T= 83155 logg=4.66\n", + "Changing to T= 50000 for T=162637 logg=5.76\n", + "Changing to logg=5.00 for T=162637 logg=5.76\n", + "Changing to T= 50000 for T= 66874 logg=4.31\n", + "Changing to logg=5.00 for T= 66874 logg=4.31\n", + "Changing to T= 50000 for T= 65318 logg=4.27\n", + "Changing to logg=5.00 for T= 65318 logg=4.27\n", + "Changing to T= 50000 for T= 93573 logg=5.40\n", + "Changing to logg=5.00 for T= 93573 logg=5.40\n", + "Changing to T= 50000 for T=101974 logg=5.40\n", + "Changing to logg=5.00 for T=101974 logg=5.40\n", + "Changing to T= 50000 for T= 59869 logg=4.39\n", + "Changing to logg=5.00 for T= 59869 logg=4.39\n", + "Changing to logg=4.50 for T= 46562 logg=3.91\n", + "Changing to T= 50000 for T=102209 logg=5.40\n", + "Changing to logg=5.00 for T=102209 logg=5.40\n", + "Changing to T= 50000 for T=102582 logg=5.41\n", + "Changing to logg=5.00 for T=102582 logg=5.41\n", + "Changing to T= 50000 for T= 98215 logg=4.84\n", + "Changing to logg=5.00 for T= 98215 logg=4.84\n", + "Changing to T= 50000 for T= 74427 logg=4.49\n", + "Changing to logg=5.00 for T= 74427 logg=4.49\n", + "Changing to T= 50000 for T= 64973 logg=4.27\n", + "Changing to logg=5.00 for T= 64973 logg=4.27\n", + "Changing to T= 50000 for T= 64880 logg=4.26\n", + "Changing to logg=5.00 for T= 64880 logg=4.26\n", + "Changing to logg=5.00 for T= 49825 logg=4.03\n", + "Changing to T= 50000 for T= 88965 logg=4.76\n", + "Changing to logg=5.00 for T= 88965 logg=4.76\n", + "Changing to T= 50000 for T= 79382 logg=5.04\n", + "Changing to logg=5.00 for T= 79382 logg=5.04\n", + "Changing to T= 50000 for T=101728 logg=5.41\n", + "Changing to logg=5.00 for T=101728 logg=5.41\n", + "Changing to T= 50000 for T= 52338 logg=4.13\n", + "Changing to logg=5.00 for T= 52338 logg=4.13\n", + "Changing to T= 50000 for T= 67151 logg=4.32\n", + "Changing to logg=5.00 for T= 67151 logg=4.32\n", + "Changing to T= 50000 for T= 60679 logg=4.16\n", + "Changing to logg=5.00 for T= 60679 logg=4.16\n", + "Changing to T= 50000 for T= 56498 logg=4.28\n", + "Changing to logg=5.00 for T= 56498 logg=4.28\n", + "Changing to T= 50000 for T= 65814 logg=4.28\n", + "Changing to logg=5.00 for T= 65814 logg=4.28\n", + "Changing to T= 50000 for T= 51387 logg=4.09\n", + "Changing to logg=5.00 for T= 51387 logg=4.09\n", + "Changing to T= 50000 for T= 66434 logg=4.30\n", + "Changing to logg=5.00 for T= 66434 logg=4.30\n", + "Changing to T= 50000 for T= 71685 logg=4.42\n", + "Changing to logg=5.00 for T= 71685 logg=4.42\n", + "Changing to T= 50000 for T=103748 logg=5.41\n", + "Changing to logg=5.00 for T=103748 logg=5.41\n", + "Changing to logg=3.50 for T= 30090 logg=2.88\n", + "Changing to T= 50000 for T= 61468 logg=4.45\n", + "Changing to logg=5.00 for T= 61468 logg=4.45\n", + "Changing to T= 50000 for T= 66141 logg=4.29\n", + "Changing to logg=5.00 for T= 66141 logg=4.29\n", + "Changing to T= 50000 for T= 75866 logg=4.52\n", + "Changing to logg=5.00 for T= 75866 logg=4.52\n", + "Changing to T= 50000 for T=102669 logg=5.40\n", + "Changing to logg=5.00 for T=102669 logg=5.40\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T=102676 logg=5.41\n", + "Changing to logg=5.00 for T=102676 logg=5.41\n", + "Changing to T= 50000 for T=174237 logg=5.88\n", + "Changing to logg=5.00 for T=174237 logg=5.88\n", + "Changing to T= 50000 for T= 92342 logg=5.39\n", + "Changing to logg=5.00 for T= 92342 logg=5.39\n", + "Changing to T= 50000 for T= 79287 logg=4.87\n", + "Changing to logg=5.00 for T= 79287 logg=4.87\n", + "Changing to T= 50000 for T= 67916 logg=4.33\n", + "Changing to logg=5.00 for T= 67916 logg=4.33\n", + "Changing to logg=4.50 for T= 42917 logg=3.76\n", + "Changing to T= 50000 for T= 67022 logg=4.33\n", + "Changing to logg=5.00 for T= 67022 logg=4.33\n", + "Changing to T= 50000 for T= 71698 logg=4.79\n", + "Changing to logg=5.00 for T= 71698 logg=4.79\n", + "Changing to T= 50000 for T=103200 logg=5.41\n", + "Changing to logg=5.00 for T=103200 logg=5.41\n", + "Changing to T= 50000 for T= 66924 logg=4.31\n", + "Changing to logg=5.00 for T= 66924 logg=4.31\n", + "Changing to T= 50000 for T=102308 logg=5.41\n", + "Changing to logg=5.00 for T=102308 logg=5.41\n", + "Changing to T= 50000 for T=102056 logg=5.41\n", + "Changing to logg=5.00 for T=102056 logg=5.41\n", + "Changing to T= 50000 for T= 74967 logg=4.50\n", + "Changing to logg=5.00 for T= 74967 logg=4.50\n", + "Changing to logg=4.00 for T= 32053 logg=3.87\n", + "Changing to T= 50000 for T=102638 logg=5.40\n", + "Changing to logg=5.00 for T=102638 logg=5.40\n", + "Changing to T= 50000 for T= 68096 logg=4.34\n", + "Changing to logg=5.00 for T= 68096 logg=4.34\n", + "Changing to T= 50000 for T= 72709 logg=4.44\n", + "Changing to logg=5.00 for T= 72709 logg=4.44\n", + "Changing to T= 50000 for T= 83506 logg=5.33\n", + "Changing to logg=5.00 for T= 83506 logg=5.33\n", + "Changing to T= 50000 for T=101368 logg=5.42\n", + "Changing to logg=5.00 for T=101368 logg=5.42\n", + "Changing to T= 50000 for T= 72790 logg=4.45\n", + "Changing to logg=5.00 for T= 72790 logg=4.45\n", + "Changing to T= 50000 for T= 69328 logg=4.36\n", + "Changing to logg=5.00 for T= 69328 logg=4.36\n", + "Changing to logg=4.50 for T= 42028 logg=3.72\n", + "Changing to T= 50000 for T= 65670 logg=4.28\n", + "Changing to logg=5.00 for T= 65670 logg=4.28\n", + "Changing to T= 50000 for T= 69175 logg=4.37\n", + "Changing to logg=5.00 for T= 69175 logg=4.37\n", + "Changing to T= 50000 for T= 83603 logg=5.19\n", + "Changing to logg=5.00 for T= 83603 logg=5.19\n", + "Changing to T= 50000 for T= 67391 logg=4.32\n", + "Changing to logg=5.00 for T= 67391 logg=4.32\n", + "Changing to T= 50000 for T= 68099 logg=4.34\n", + "Changing to logg=5.00 for T= 68099 logg=4.34\n", + "Changing to T= 50000 for T= 56169 logg=4.27\n", + "Changing to logg=5.00 for T= 56169 logg=4.27\n", + "Changing to T= 50000 for T= 72061 logg=4.43\n", + "Changing to logg=5.00 for T= 72061 logg=4.43\n", + "Changing to T= 50000 for T=170381 logg=5.84\n", + "Changing to logg=5.00 for T=170381 logg=5.84\n", + "Changing to T= 50000 for T= 68290 logg=4.34\n", + "Changing to logg=5.00 for T= 68290 logg=4.34\n", + "Changing to T= 50000 for T=102040 logg=5.39\n", + "Changing to logg=5.00 for T=102040 logg=5.39\n", + "Changing to T= 50000 for T= 69287 logg=4.37\n", + "Changing to logg=5.00 for T= 69287 logg=4.37\n", + "Changing to T= 50000 for T=101167 logg=5.41\n", + "Changing to logg=5.00 for T=101167 logg=5.41\n", + "Changing to T= 50000 for T= 65088 logg=4.27\n", + "Changing to logg=5.00 for T= 65088 logg=4.27\n", + "Changing to T= 50000 for T=103870 logg=5.41\n", + "Changing to logg=5.00 for T=103870 logg=5.41\n", + "Changing to T= 50000 for T= 94748 logg=5.39\n", + "Changing to logg=5.00 for T= 94748 logg=5.39\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Changing to logg=4.00 for T= 32498 logg=3.50\n", + "Changing to T= 50000 for T=103343 logg=5.41\n", + "Changing to logg=5.00 for T=103343 logg=5.41\n", + "Changing to T= 50000 for T=100716 logg=5.42\n", + "Changing to logg=5.00 for T=100716 logg=5.42\n", + "Changing to T= 50000 for T= 65121 logg=4.26\n", + "Changing to logg=5.00 for T= 65121 logg=4.26\n", + "Changing to T= 50000 for T= 74024 logg=4.48\n", + "Changing to logg=5.00 for T= 74024 logg=4.48\n", + "Changing to T= 50000 for T= 69684 logg=4.38\n", + "Changing to logg=5.00 for T= 69684 logg=4.38\n", + "Changing to T= 50000 for T=101513 logg=5.42\n", + "Changing to logg=5.00 for T=101513 logg=5.42\n", + "Changing to T= 50000 for T= 74302 logg=4.48\n", + "Changing to logg=5.00 for T= 74302 logg=4.48\n", + "Changing to T= 50000 for T= 93233 logg=5.17\n", + "Changing to logg=5.00 for T= 93233 logg=5.17\n", + "Changing to logg=4.50 for T= 41743 logg=3.70\n", + "Changing to T= 50000 for T= 74305 logg=4.48\n", + "Changing to logg=5.00 for T= 74305 logg=4.48\n", + "Changing to T= 50000 for T= 72751 logg=4.45\n", + "Changing to logg=5.00 for T= 72751 logg=4.45\n", + "Changing to T= 50000 for T= 67353 logg=4.32\n", + "Changing to logg=5.00 for T= 67353 logg=4.32\n", + "Changing to T= 50000 for T= 74218 logg=4.48\n", + "Changing to logg=5.00 for T= 74218 logg=4.48\n", + "Changing to T= 50000 for T= 71038 logg=4.43\n", + "Changing to logg=5.00 for T= 71038 logg=4.43\n", + "Changing to T= 50000 for T= 67855 logg=4.34\n", + "Changing to logg=5.00 for T= 67855 logg=4.34\n", + "Changing to T= 50000 for T= 72058 logg=4.80\n", + "Changing to logg=5.00 for T= 72058 logg=4.80\n", + "Changing to T= 50000 for T= 67593 logg=4.33\n", + "Changing to logg=5.00 for T= 67593 logg=4.33\n", + "Changing to T= 50000 for T= 75950 logg=4.93\n", + "Changing to logg=5.00 for T= 75950 logg=4.93\n", + "Changing to T= 50000 for T= 59627 logg=4.39\n", + "Changing to logg=5.00 for T= 59627 logg=4.39\n", + "Changing to logg=4.50 for T= 45606 logg=3.87\n", + "Changing to T= 50000 for T= 65516 logg=4.27\n", + "Changing to logg=5.00 for T= 65516 logg=4.27\n", + "Changing to T= 50000 for T= 61100 logg=4.37\n", + "Changing to logg=5.00 for T= 61100 logg=4.37\n", + "Changing to T= 50000 for T= 74444 logg=4.49\n", + "Changing to logg=5.00 for T= 74444 logg=4.49\n", + "Changing to T= 50000 for T=163298 logg=5.77\n", + "Changing to logg=5.00 for T=163298 logg=5.77\n", + "Changing to T= 50000 for T= 67276 logg=4.32\n", + "Changing to logg=5.00 for T= 67276 logg=4.32\n", + "Changing to T= 50000 for T= 61518 logg=4.45\n", + "Changing to logg=5.00 for T= 61518 logg=4.45\n", + "Changing to T= 50000 for T= 81204 logg=4.62\n", + "Changing to logg=5.00 for T= 81204 logg=4.62\n", + "Changing to T= 50000 for T= 66357 logg=4.29\n", + "Changing to logg=5.00 for T= 66357 logg=4.29\n", + "Changing to T= 50000 for T=102237 logg=5.40\n", + "Changing to logg=5.00 for T=102237 logg=5.40\n", + "Changing to logg=4.50 for T= 42780 logg=3.75\n", + "Changing to T= 50000 for T= 66322 logg=4.29\n", + "Changing to logg=5.00 for T= 66322 logg=4.29\n", + "Changing to T= 50000 for T=102438 logg=5.42\n", + "Changing to logg=5.00 for T=102438 logg=5.42\n", + "Changing to T= 50000 for T= 65749 logg=4.28\n", + "Changing to logg=5.00 for T= 65749 logg=4.28\n", + "Changing to T= 50000 for T= 69107 logg=4.36\n", + "Changing to logg=5.00 for T= 69107 logg=4.36\n", + "Changing to T= 50000 for T= 55505 logg=4.24\n", + "Changing to logg=5.00 for T= 55505 logg=4.24\n", + "Changing to T= 50000 for T= 76591 logg=4.95\n", + "Changing to logg=5.00 for T= 76591 logg=4.95\n", + "Changing to logg=4.50 for T= 43710 logg=3.79\n", + "Changing to T= 50000 for T= 57582 logg=4.32\n", + "Changing to logg=5.00 for T= 57582 logg=4.32\n", + "Changing to T= 50000 for T=101277 logg=5.41\n", + "Changing to logg=5.00 for T=101277 logg=5.41\n", + "Changing to logg=4.00 for T= 31018 logg=3.75\n", + "Changing to T= 50000 for T=171475 logg=5.85\n", + "Changing to logg=5.00 for T=171475 logg=5.85\n", + "Changing to T= 50000 for T= 74381 logg=4.48\n", + "Changing to logg=5.00 for T= 74381 logg=4.48\n", + "Changing to logg=3.50 for T= 27462 logg=2.95\n", + "Changing to T= 50000 for T= 85743 logg=5.01\n", + "Changing to logg=5.00 for T= 85743 logg=5.01\n", + "Changing to T= 50000 for T= 67318 logg=4.32\n", + "Changing to logg=5.00 for T= 67318 logg=4.32\n", + "Changing to T= 50000 for T= 67786 logg=4.33\n", + "Changing to logg=5.00 for T= 67786 logg=4.33\n", + "Changing to T= 50000 for T= 68757 logg=4.35\n", + "Changing to logg=5.00 for T= 68757 logg=4.35\n", + "Changing to T= 50000 for T=168597 logg=5.82\n", + "Changing to logg=5.00 for T=168597 logg=5.82\n", + "Changing to T= 50000 for T= 70824 logg=4.40\n", + "Changing to logg=5.00 for T= 70824 logg=4.40\n", + "Changing to T= 50000 for T= 69530 logg=4.37\n", + "Changing to logg=5.00 for T= 69530 logg=4.37\n", + "Changing to T= 50000 for T= 71035 logg=4.40\n", + "Changing to logg=5.00 for T= 71035 logg=4.40\n", + "Changing to T= 50000 for T= 67265 logg=4.33\n", + "Changing to logg=5.00 for T= 67265 logg=4.33\n", + "Changing to T= 50000 for T= 78201 logg=4.55\n", + "Changing to logg=5.00 for T= 78201 logg=4.55\n", + "Changing to T= 50000 for T= 75421 logg=4.51\n", + "Changing to logg=5.00 for T= 75421 logg=4.51\n", + "Changing to T= 50000 for T= 72729 logg=4.45\n", + "Changing to logg=5.00 for T= 72729 logg=4.45\n", + "Changing to logg=4.00 for T= 31309 logg=3.80\n", + "Changing to T= 50000 for T= 78703 logg=4.56\n", + "Changing to logg=5.00 for T= 78703 logg=4.56\n", + "Changing to logg=4.00 for T= 32897 logg=3.88\n", + "Changing to T= 50000 for T= 67582 logg=4.33\n", + "Changing to logg=5.00 for T= 67582 logg=4.33\n", + "Changing to T= 50000 for T= 75507 logg=4.92\n", + "Changing to logg=5.00 for T= 75507 logg=4.92\n", + "Changing to T= 50000 for T= 77190 logg=4.51\n", + "Changing to logg=5.00 for T= 77190 logg=4.51\n", + "Changing to T= 50000 for T=101506 logg=5.42\n", + "Changing to logg=5.00 for T=101506 logg=5.42\n", + "Changing to T= 50000 for T= 71598 logg=4.42\n", + "Changing to logg=5.00 for T= 71598 logg=4.42\n", + "Changing to T= 50000 for T= 67806 logg=4.33\n", + "Changing to logg=5.00 for T= 67806 logg=4.33\n", + "Changing to logg=3.00 for T= 23512 logg=2.25\n", + "Changing to T= 50000 for T= 68965 logg=4.36\n", + "Changing to logg=5.00 for T= 68965 logg=4.36\n", + "Changing to logg=4.50 for T= 42214 logg=3.72\n", + "Changing to logg=4.50 for T= 41893 logg=3.71\n", + "Changing to T= 50000 for T= 82949 logg=5.17\n", + "Changing to logg=5.00 for T= 82949 logg=5.17\n", + "Changing to T= 50000 for T= 67123 logg=4.31\n", + "Changing to logg=5.00 for T= 67123 logg=4.31\n", + "Changing to T= 50000 for T= 67624 logg=4.65\n", + "Changing to logg=5.00 for T= 67624 logg=4.65\n", + "Changing to T= 50000 for T=103548 logg=5.41\n", + "Changing to logg=5.00 for T=103548 logg=5.41\n", + "Changing to T= 50000 for T= 73308 logg=4.46\n", + "Changing to logg=5.00 for T= 73308 logg=4.46\n", + "Changing to T= 50000 for T=169805 logg=5.84\n", + "Changing to logg=5.00 for T=169805 logg=5.84\n", + "Changing to T= 50000 for T= 67149 logg=4.32\n", + "Changing to logg=5.00 for T= 67149 logg=4.32\n", + "Changing to logg=3.50 for T= 26443 logg=3.24\n", + "Changing to T= 50000 for T= 65996 logg=4.30\n", + "Changing to logg=5.00 for T= 65996 logg=4.30\n", + "Changing to T= 50000 for T= 76554 logg=4.95\n", + "Changing to logg=5.00 for T= 76554 logg=4.95\n", + "Changing to T= 50000 for T= 61191 logg=4.44\n", + "Changing to logg=5.00 for T= 61191 logg=4.44\n", + "Changing to logg=4.50 for T= 45774 logg=3.87\n", + "Changing to T= 50000 for T= 68468 logg=4.34\n", + "Changing to logg=5.00 for T= 68468 logg=4.34\n", + "Changing to T= 50000 for T= 69746 logg=4.38\n", + "Changing to logg=5.00 for T= 69746 logg=4.38\n", + "Changing to T= 50000 for T= 67205 logg=4.32\n", + "Changing to logg=5.00 for T= 67205 logg=4.32\n", + "Changing to T= 50000 for T=102866 logg=5.41\n", + "Changing to logg=5.00 for T=102866 logg=5.41\n", + "Changing to T= 50000 for T= 72947 logg=4.83\n", + "Changing to logg=5.00 for T= 72947 logg=4.83\n", + "Changing to T= 50000 for T= 78712 logg=5.02\n", + "Changing to logg=5.00 for T= 78712 logg=5.02\n", + "Changing to logg=4.00 for T= 31615 logg=3.92\n", + "Changing to T= 50000 for T= 67185 logg=4.32\n", + "Changing to logg=5.00 for T= 67185 logg=4.32\n", + "Changing to T= 50000 for T= 67781 logg=4.34\n", + "Changing to logg=5.00 for T= 67781 logg=4.34\n", + "Changing to T= 50000 for T= 67816 logg=4.33\n", + "Changing to logg=5.00 for T= 67816 logg=4.33\n", + "Changing to T= 50000 for T= 66161 logg=4.29\n", + "Changing to logg=5.00 for T= 66161 logg=4.29\n", + "Changing to T= 50000 for T= 65203 logg=4.27\n", + "Changing to logg=5.00 for T= 65203 logg=4.27\n", + "Changing to T= 50000 for T=103060 logg=5.41\n", + "Changing to logg=5.00 for T=103060 logg=5.41\n", + "Changing to logg=5.00 for T= 49828 logg=4.04\n", + "Changing to T= 50000 for T= 67185 logg=4.64\n", + "Changing to logg=5.00 for T= 67185 logg=4.64\n", + "Changing to T= 50000 for T=102183 logg=5.41\n", + "Changing to logg=5.00 for T=102183 logg=5.41\n", + "Changing to T= 50000 for T= 68459 logg=4.35\n", + "Changing to logg=5.00 for T= 68459 logg=4.35\n", + "Changing to T= 50000 for T= 72000 logg=4.43\n", + "Changing to logg=5.00 for T= 72000 logg=4.43\n", + "Changing to T= 50000 for T=103319 logg=5.40\n", + "Changing to logg=5.00 for T=103319 logg=5.40\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Changing to logg=4.50 for T= 42886 logg=3.75\n", + "Changing to T= 50000 for T= 67473 logg=4.32\n", + "Changing to logg=5.00 for T= 67473 logg=4.32\n", + "Changing to T= 50000 for T=102134 logg=5.40\n", + "Changing to logg=5.00 for T=102134 logg=5.40\n", + "Changing to logg=2.00 for T= 11391 logg=0.99\n", + "Changing to logg=4.00 for T= 31478 logg=3.74\n", + "Changing to T= 50000 for T= 69920 logg=4.38\n", + "Changing to logg=5.00 for T= 69920 logg=4.38\n", + "Changing to T= 50000 for T= 68509 logg=4.34\n", + "Changing to logg=5.00 for T= 68509 logg=4.34\n", + "Changing to T= 50000 for T= 68223 logg=4.34\n", + "Changing to logg=5.00 for T= 68223 logg=4.34\n", + "Changing to T= 50000 for T= 69174 logg=4.37\n", + "Changing to logg=5.00 for T= 69174 logg=4.37\n", + "Changing to T= 50000 for T= 71717 logg=4.43\n", + "Changing to logg=5.00 for T= 71717 logg=4.43\n", + "Changing to logg=3.50 for T= 26285 logg=3.28\n", + "Changing to T= 50000 for T= 72144 logg=4.80\n", + "Changing to logg=5.00 for T= 72144 logg=4.80\n", + "Changing to logg=4.50 for T= 45454 logg=3.86\n", + "Changing to T= 50000 for T= 66764 logg=4.30\n", + "Changing to logg=5.00 for T= 66764 logg=4.30\n", + "Changing to T= 50000 for T= 65169 logg=4.27\n", + "Changing to logg=5.00 for T= 65169 logg=4.27\n", + "Changing to T= 50000 for T=165067 logg=5.79\n", + "Changing to logg=5.00 for T=165067 logg=5.79\n", + "Changing to logg=4.00 for T= 35832 logg=3.76\n", + "Changing to T= 50000 for T=110499 logg=5.22\n", + "Changing to logg=5.00 for T=110499 logg=5.22\n", + "Changing to T= 50000 for T= 74466 logg=4.49\n", + "Changing to logg=5.00 for T= 74466 logg=4.49\n", + "Changing to logg=4.00 for T= 32875 logg=3.84\n", + "Changing to T= 50000 for T= 67619 logg=4.34\n", + "Changing to logg=5.00 for T= 67619 logg=4.34\n", + "Changing to T= 50000 for T=102054 logg=5.41\n", + "Changing to logg=5.00 for T=102054 logg=5.41\n", + "Changing to T= 50000 for T= 69021 logg=4.36\n", + "Changing to logg=5.00 for T= 69021 logg=4.36\n", + "Changing to T= 50000 for T=103464 logg=5.41\n", + "Changing to logg=5.00 for T=103464 logg=5.41\n", + "Changing to T= 50000 for T=102419 logg=5.40\n", + "Changing to logg=5.00 for T=102419 logg=5.40\n", + "Changing to T= 50000 for T= 70529 logg=4.34\n", + "Changing to logg=5.00 for T= 70529 logg=4.34\n", + "Changing to T= 50000 for T= 72942 logg=4.45\n", + "Changing to logg=5.00 for T= 72942 logg=4.45\n", + "Changing to T= 50000 for T= 69868 logg=4.38\n", + "Changing to logg=5.00 for T= 69868 logg=4.38\n", + "Changing to T= 50000 for T=103153 logg=5.41\n", + "Changing to logg=5.00 for T=103153 logg=5.41\n", + "Changing to logg=3.50 for T= 26831 logg=3.32\n", + "Changing to T= 50000 for T=102045 logg=5.39\n", + "Changing to logg=5.00 for T=102045 logg=5.39\n", + "Changing to logg=3.50 for T= 26486 logg=3.38\n", + "Changing to T= 50000 for T= 67217 logg=4.32\n", + "Changing to logg=5.00 for T= 67217 logg=4.32\n", + "Changing to T= 50000 for T= 72500 logg=4.44\n", + "Changing to logg=5.00 for T= 72500 logg=4.44\n", + "Changing to logg=4.50 for T= 48012 logg=3.96\n", + "Changing to T= 50000 for T=102806 logg=5.41\n", + "Changing to logg=5.00 for T=102806 logg=5.41\n", + "Changing to T= 50000 for T= 74399 logg=4.48\n", + "Changing to logg=5.00 for T= 74399 logg=4.48\n", + "Changing to T= 50000 for T= 83086 logg=4.67\n", + "Changing to logg=5.00 for T= 83086 logg=4.67\n", + "Changing to T= 50000 for T= 68000 logg=4.33\n", + "Changing to logg=5.00 for T= 68000 logg=4.33\n", + "Changing to T= 50000 for T=173760 logg=5.88\n", + "Changing to logg=5.00 for T=173760 logg=5.88\n", + "Changing to T= 50000 for T= 85889 logg=5.01\n", + "Changing to logg=5.00 for T= 85889 logg=5.01\n", + "Changing to T= 50000 for T= 69250 logg=4.36\n", + "Changing to logg=5.00 for T= 69250 logg=4.36\n", + "Changing to logg=4.50 for T= 42930 logg=3.76\n", + "Changing to T= 50000 for T=101384 logg=5.42\n", + "Changing to logg=5.00 for T=101384 logg=5.42\n", + "Changing to T= 50000 for T= 69859 logg=4.40\n", + "Changing to logg=5.00 for T= 69859 logg=4.40\n", + "Changing to T= 50000 for T=103619 logg=5.41\n", + "Changing to logg=5.00 for T=103619 logg=5.41\n", + "Changing to T= 50000 for T= 83044 logg=5.15\n", + "Changing to logg=5.00 for T= 83044 logg=5.15\n", + "Changing to T= 50000 for T= 72337 logg=4.44\n", + "Changing to logg=5.00 for T= 72337 logg=4.44\n", + "Changing to T= 50000 for T= 71269 logg=4.77\n", + "Changing to logg=5.00 for T= 71269 logg=4.77\n", + "Changing to T= 50000 for T=102716 logg=5.41\n", + "Changing to logg=5.00 for T=102716 logg=5.41\n", + "Changing to logg=3.50 for T= 27299 logg=3.50\n", + "Changing to T= 50000 for T= 65130 logg=4.27\n", + "Changing to logg=5.00 for T= 65130 logg=4.27\n", + "Changing to logg=3.00 for T= 19883 logg=2.48\n", + "Changing to T= 50000 for T=103409 logg=5.41\n", + "Changing to logg=5.00 for T=103409 logg=5.41\n", + "Changing to T= 50000 for T= 91289 logg=5.38\n", + "Changing to logg=5.00 for T= 91289 logg=5.38\n", + "Changing to T= 50000 for T= 77477 logg=4.99\n", + "Changing to logg=5.00 for T= 77477 logg=4.99\n", + "Changing to T= 50000 for T=172675 logg=5.87\n", + "Changing to logg=5.00 for T=172675 logg=5.87\n", + "Changing to T= 50000 for T= 71059 logg=4.41\n", + "Changing to logg=5.00 for T= 71059 logg=4.41\n", + "Changing to T= 50000 for T= 73889 logg=4.47\n", + "Changing to logg=5.00 for T= 73889 logg=4.47\n", + "Changing to T= 50000 for T= 73020 logg=4.45\n", + "Changing to logg=5.00 for T= 73020 logg=4.45\n", + "Changing to logg=4.50 for T= 45540 logg=3.87\n", + "Changing to T= 50000 for T=123259 logg=5.43\n", + "Changing to logg=5.00 for T=123259 logg=5.43\n", + "Changing to T= 50000 for T= 65151 logg=4.27\n", + "Changing to logg=5.00 for T= 65151 logg=4.27\n", + "Changing to T= 50000 for T= 67352 logg=4.32\n", + "Changing to logg=5.00 for T= 67352 logg=4.32\n", + "Changing to logg=4.00 for T= 33232 logg=3.72\n", + "Changing to logg=5.00 for T= 49067 logg=4.01\n", + "Changing to logg=4.50 for T= 44663 logg=3.83\n", + "Changing to T= 50000 for T= 57361 logg=4.31\n", + "Changing to logg=5.00 for T= 57361 logg=4.31\n", + "Changing to T= 50000 for T= 84848 logg=4.70\n", + "Changing to logg=5.00 for T= 84848 logg=4.70\n", + "Changing to T= 50000 for T= 68127 logg=4.34\n", + "Changing to logg=5.00 for T= 68127 logg=4.34\n", + "Changing to T= 50000 for T=102160 logg=5.40\n", + "Changing to logg=5.00 for T=102160 logg=5.40\n", + "Changing to T= 50000 for T= 64874 logg=4.27\n", + "Changing to logg=5.00 for T= 64874 logg=4.27\n", + "Changing to T= 50000 for T= 74182 logg=4.48\n", + "Changing to logg=5.00 for T= 74182 logg=4.48\n", + "Changing to T= 50000 for T= 71302 logg=4.41\n", + "Changing to logg=5.00 for T= 71302 logg=4.41\n", + "Changing to T= 50000 for T= 69859 logg=4.38\n", + "Changing to logg=5.00 for T= 69859 logg=4.38\n", + "Changing to T= 50000 for T=109252 logg=5.51\n", + "Changing to logg=5.00 for T=109252 logg=5.51\n", + "Changing to T= 50000 for T=102530 logg=5.42\n", + "Changing to logg=5.00 for T=102530 logg=5.42\n", + "Changing to T= 50000 for T= 66240 logg=4.30\n", + "Changing to logg=5.00 for T= 66240 logg=4.30\n", + "Changing to T= 50000 for T= 65100 logg=4.26\n", + "Changing to logg=5.00 for T= 65100 logg=4.26\n", + "Changing to T= 50000 for T= 87573 logg=4.75\n", + "Changing to logg=5.00 for T= 87573 logg=4.75\n", + "Changing to T= 50000 for T=103443 logg=5.40\n", + "Changing to logg=5.00 for T=103443 logg=5.40\n", + "Changing to T= 50000 for T= 65433 logg=4.28\n", + "Changing to logg=5.00 for T= 65433 logg=4.28\n", + "Changing to T= 50000 for T= 67845 logg=4.33\n", + "Changing to logg=5.00 for T= 67845 logg=4.33\n", + "Changing to T= 50000 for T=103719 logg=5.41\n", + "Changing to logg=5.00 for T=103719 logg=5.41\n", + "Changing to logg=4.50 for T= 47507 logg=3.94\n", + "Changing to T= 50000 for T= 70500 logg=4.40\n", + "Changing to logg=5.00 for T= 70500 logg=4.40\n", + "Changing to T= 50000 for T=102771 logg=5.42\n", + "Changing to logg=5.00 for T=102771 logg=5.42\n", + "Changing to T= 50000 for T=103863 logg=5.41\n", + "Changing to logg=5.00 for T=103863 logg=5.41\n", + "Changing to logg=4.00 for T= 32467 logg=3.86\n", + "Changing to T= 50000 for T=103314 logg=5.40\n", + "Changing to logg=5.00 for T=103314 logg=5.40\n", + "Changing to T= 50000 for T= 65990 logg=4.29\n", + "Changing to logg=5.00 for T= 65990 logg=4.29\n", + "Changing to T= 50000 for T= 67344 logg=4.32\n", + "Changing to logg=5.00 for T= 67344 logg=4.32\n", + "Changing to T= 50000 for T= 72382 logg=4.44\n", + "Changing to logg=5.00 for T= 72382 logg=4.44\n", + "Changing to T= 50000 for T= 90738 logg=5.12\n", + "Changing to logg=5.00 for T= 90738 logg=5.12\n", + "Changing to logg=3.00 for T= 21835 logg=2.72\n", + "Changing to T= 50000 for T=102953 logg=5.41\n", + "Changing to logg=5.00 for T=102953 logg=5.41\n", + "Changing to T= 50000 for T= 67526 logg=4.32\n", + "Changing to logg=5.00 for T= 67526 logg=4.32\n", + "Changing to T= 50000 for T= 67248 logg=4.32\n", + "Changing to logg=5.00 for T= 67248 logg=4.32\n", + "Changing to T= 50000 for T=102537 logg=5.40\n", + "Changing to logg=5.00 for T=102537 logg=5.40\n", + "Changing to T= 50000 for T= 69247 logg=4.37\n", + "Changing to logg=5.00 for T= 69247 logg=4.37\n", + "Changing to T= 50000 for T=101838 logg=5.38\n", + "Changing to logg=5.00 for T=101838 logg=5.38\n", + "Changing to T= 50000 for T= 68314 logg=4.34\n", + "Changing to logg=5.00 for T= 68314 logg=4.34\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Changing to T= 50000 for T= 57106 logg=4.30\n", + "Changing to logg=5.00 for T= 57106 logg=4.30\n", + "Changing to T= 50000 for T= 74521 logg=4.49\n", + "Changing to logg=5.00 for T= 74521 logg=4.49\n", + "Changing to T= 50000 for T= 61325 logg=4.18\n", + "Changing to logg=5.00 for T= 61325 logg=4.18\n", + "Changing to T= 50000 for T= 70940 logg=4.41\n", + "Changing to logg=5.00 for T= 70940 logg=4.41\n", + "Changing to T= 50000 for T= 54369 logg=4.20\n", + "Changing to logg=5.00 for T= 54369 logg=4.20\n", + "Changing to T= 50000 for T= 69440 logg=4.37\n", + "Changing to logg=5.00 for T= 69440 logg=4.37\n", + "Changing to T= 50000 for T= 66364 logg=4.29\n", + "Changing to logg=5.00 for T= 66364 logg=4.29\n", + "Changing to logg=4.00 for T= 34156 logg=3.75\n", + "Changing to T= 50000 for T= 67126 logg=4.31\n", + "Changing to logg=5.00 for T= 67126 logg=4.31\n", + "Changing to T= 50000 for T=102113 logg=5.40\n", + "Changing to logg=5.00 for T=102113 logg=5.40\n", + "Changing to logg=3.00 for T= 20951 logg=2.96\n", + "Changing to T= 50000 for T= 74781 logg=4.49\n", + "Changing to logg=5.00 for T= 74781 logg=4.49\n", + "Changing to T= 50000 for T= 67178 logg=4.31\n", + "Changing to logg=5.00 for T= 67178 logg=4.31\n", + "Changing to T= 50000 for T=102282 logg=5.39\n", + "Changing to logg=5.00 for T=102282 logg=5.39\n", + "Changing to T= 50000 for T=101667 logg=5.41\n", + "Changing to logg=5.00 for T=101667 logg=5.41\n", + "Changing to logg=3.50 for T= 27049 logg=3.39\n", + "Changing to T= 50000 for T= 70627 logg=4.40\n", + "Changing to logg=5.00 for T= 70627 logg=4.40\n", + "Changing to T= 50000 for T=102527 logg=5.39\n", + "Changing to logg=5.00 for T=102527 logg=5.39\n", + "Changing to T= 50000 for T=101672 logg=5.40\n", + "Changing to logg=5.00 for T=101672 logg=5.40\n", + "Changing to T= 50000 for T= 73497 logg=4.46\n", + "Changing to logg=5.00 for T= 73497 logg=4.46\n", + "Changing to T= 50000 for T= 72622 logg=4.45\n", + "Changing to logg=5.00 for T= 72622 logg=4.45\n", + "Changing to logg=4.50 for T= 46746 logg=3.91\n", + "Changing to T= 50000 for T= 69799 logg=4.38\n", + "Changing to logg=5.00 for T= 69799 logg=4.38\n", + "Changing to T= 50000 for T= 52571 logg=4.14\n", + "Changing to logg=5.00 for T= 52571 logg=4.14\n", + "Changing to T= 50000 for T=175890 logg=5.90\n", + "Changing to logg=5.00 for T=175890 logg=5.90\n", + "Changing to T= 50000 for T= 71723 logg=4.42\n", + "Changing to logg=5.00 for T= 71723 logg=4.42\n", + "Changing to T= 50000 for T=102223 logg=5.38\n", + "Changing to logg=5.00 for T=102223 logg=5.38\n", + "Changing to T= 50000 for T= 72056 logg=4.43\n", + "Changing to logg=5.00 for T= 72056 logg=4.43\n", + "Changing to T= 50000 for T= 68997 logg=4.70\n", + "Changing to logg=5.00 for T= 68997 logg=4.70\n", + "Changing to T= 50000 for T=102702 logg=5.40\n", + "Changing to logg=5.00 for T=102702 logg=5.40\n", + "Changing to logg=4.50 for T= 40176 logg=3.63\n", + "Changing to T= 50000 for T=102193 logg=5.41\n", + "Changing to logg=5.00 for T=102193 logg=5.41\n", + "Changing to T= 50000 for T= 70317 logg=4.39\n", + "Changing to logg=5.00 for T= 70317 logg=4.39\n", + "Changing to T= 50000 for T= 69470 logg=4.37\n", + "Changing to logg=5.00 for T= 69470 logg=4.37\n", + "Changing to T= 50000 for T= 65498 logg=4.28\n", + "Changing to logg=5.00 for T= 65498 logg=4.28\n", + "Changing to T= 50000 for T=101695 logg=5.38\n", + "Changing to logg=5.00 for T=101695 logg=5.38\n", + "Changing to logg=3.00 for T= 22218 logg=2.77\n", + "Changing to logg=3.50 for T= 28029 logg=3.30\n", + "Changing to T= 50000 for T=101747 logg=5.38\n", + "Changing to logg=5.00 for T=101747 logg=5.38\n", + "Changing to T= 50000 for T= 67191 logg=4.32\n", + "Changing to logg=5.00 for T= 67191 logg=4.32\n", + "Changing to logg=3.00 for T= 25019 logg=2.99\n", + "Changing to logg=4.50 for T= 45086 logg=3.85\n", + "Changing to T= 50000 for T= 83778 logg=4.69\n", + "Changing to logg=5.00 for T= 83778 logg=4.69\n", + "Changing to T= 50000 for T= 71659 logg=4.42\n", + "Changing to logg=5.00 for T= 71659 logg=4.42\n", + "Changing to T= 50000 for T=101719 logg=5.39\n", + "Changing to logg=5.00 for T=101719 logg=5.39\n", + "Changing to T= 50000 for T=103750 logg=5.41\n", + "Changing to logg=5.00 for T=103750 logg=5.41\n", + "Changing to logg=4.00 for T= 36458 logg=3.95\n", + "Changing to T= 50000 for T= 80369 logg=4.61\n", + "Changing to logg=5.00 for T= 80369 logg=4.61\n", + "Changing to T= 50000 for T= 76516 logg=4.96\n", + "Changing to logg=5.00 for T= 76516 logg=4.96\n", + "Changing to logg=5.00 for T= 49567 logg=4.02\n", + "Changing to T= 50000 for T=168846 logg=5.83\n", + "Changing to logg=5.00 for T=168846 logg=5.83\n", + "Changing to T= 50000 for T= 71038 logg=4.43\n", + "Changing to logg=5.00 for T= 71038 logg=4.43\n", + "Changing to logg=4.50 for T= 44222 logg=3.81\n", + "Changing to T= 50000 for T= 96381 logg=5.41\n", + "Changing to logg=5.00 for T= 96381 logg=5.41\n", + "Changing to T= 50000 for T= 60392 logg=4.41\n", + "Changing to logg=5.00 for T= 60392 logg=4.41\n", + "Changing to logg=4.50 for T= 43082 logg=3.76\n", + "Changing to T= 50000 for T= 58381 logg=4.34\n", + "Changing to logg=5.00 for T= 58381 logg=4.34\n", + "Changing to T= 50000 for T= 67360 logg=4.33\n", + "Changing to logg=5.00 for T= 67360 logg=4.33\n", + "Changing to T= 50000 for T= 63810 logg=4.24\n", + "Changing to logg=5.00 for T= 63810 logg=4.24\n", + "Changing to T= 50000 for T= 65184 logg=4.27\n", + "Changing to logg=5.00 for T= 65184 logg=4.27\n", + "Changing to T= 50000 for T= 50619 logg=4.06\n", + "Changing to logg=5.00 for T= 50619 logg=4.06\n", + "Changing to T= 50000 for T= 67151 logg=4.31\n", + "Changing to logg=5.00 for T= 67151 logg=4.31\n", + "Changing to T= 50000 for T= 65755 logg=4.28\n", + "Changing to logg=5.00 for T= 65755 logg=4.28\n", + "Changing to T= 50000 for T= 80822 logg=5.09\n", + "Changing to logg=5.00 for T= 80822 logg=5.09\n", + "Changing to T= 50000 for T=169602 logg=5.84\n", + "Changing to logg=5.00 for T=169602 logg=5.84\n", + "Changing to logg=4.00 for T= 32746 logg=3.73\n", + "Changing to T= 50000 for T= 65605 logg=4.58\n", + "Changing to logg=5.00 for T= 65605 logg=4.58\n", + "Changing to T= 50000 for T= 73318 logg=4.84\n", + "Changing to logg=5.00 for T= 73318 logg=4.84\n", + "Changing to T= 50000 for T= 67059 logg=4.33\n", + "Changing to logg=5.00 for T= 67059 logg=4.33\n", + "Changing to T= 50000 for T= 66324 logg=4.31\n", + "Changing to logg=5.00 for T= 66324 logg=4.31\n", + "Changing to T= 50000 for T= 74602 logg=4.49\n", + "Changing to logg=5.00 for T= 74602 logg=4.49\n", + "Changing to T= 50000 for T=101962 logg=5.39\n", + "Changing to logg=5.00 for T=101962 logg=5.39\n", + "Changing to T= 50000 for T= 79299 logg=5.03\n", + "Changing to logg=5.00 for T= 79299 logg=5.03\n", + "Changing to T= 50000 for T= 66595 logg=4.30\n", + "Changing to logg=5.00 for T= 66595 logg=4.30\n", + "Changing to T= 50000 for T=103279 logg=5.41\n", + "Changing to logg=5.00 for T=103279 logg=5.41\n", + "Changing to T= 50000 for T=102948 logg=5.41\n", + "Changing to logg=5.00 for T=102948 logg=5.41\n", + "Changing to T= 50000 for T=102783 logg=5.40\n", + "Changing to logg=5.00 for T=102783 logg=5.40\n", + "Changing to T= 50000 for T= 69725 logg=4.38\n", + "Changing to logg=5.00 for T= 69725 logg=4.38\n", + "Changing to logg=4.00 for T= 32240 logg=3.61\n", + "Changing to T= 50000 for T=102433 logg=5.39\n", + "Changing to logg=5.00 for T=102433 logg=5.39\n", + "Changing to T= 50000 for T=102840 logg=5.41\n", + "Changing to logg=5.00 for T=102840 logg=5.41\n", + "Changing to T= 50000 for T= 69669 logg=4.38\n", + "Changing to logg=5.00 for T= 69669 logg=4.38\n", + "Changing to T= 50000 for T=101871 logg=5.40\n", + "Changing to logg=5.00 for T=101871 logg=5.40\n", + "Changing to T= 50000 for T=103555 logg=5.41\n", + "Changing to logg=5.00 for T=103555 logg=5.41\n", + "Changing to T= 50000 for T= 67630 logg=4.33\n", + "Changing to logg=5.00 for T= 67630 logg=4.33\n", + "Changing to T= 50000 for T= 66876 logg=4.31\n", + "Changing to logg=5.00 for T= 66876 logg=4.31\n", + "Changing to T= 50000 for T= 68712 logg=4.36\n", + "Changing to logg=5.00 for T= 68712 logg=4.36\n", + "Changing to T= 50000 for T= 67186 logg=4.31\n", + "Changing to logg=5.00 for T= 67186 logg=4.31\n", + "Changing to T= 50000 for T= 68979 logg=4.36\n", + "Changing to logg=5.00 for T= 68979 logg=4.36\n", + "Changing to T= 50000 for T=103183 logg=5.45\n", + "Changing to logg=5.00 for T=103183 logg=5.45\n", + "Changing to T= 50000 for T=100788 logg=5.42\n", + "Changing to logg=5.00 for T=100788 logg=5.42\n", + "Changing to T= 50000 for T= 72778 logg=4.45\n", + "Changing to logg=5.00 for T= 72778 logg=4.45\n", + "Changing to T= 50000 for T= 66702 logg=4.30\n", + "Changing to logg=5.00 for T= 66702 logg=4.30\n", + "Changing to T= 50000 for T= 61844 logg=4.19\n", + "Changing to logg=5.00 for T= 61844 logg=4.19\n", + "Changing to T= 50000 for T= 69239 logg=4.36\n", + "Changing to logg=5.00 for T= 69239 logg=4.36\n", + "Changing to T= 50000 for T= 74598 logg=4.49\n", + "Changing to logg=5.00 for T= 74598 logg=4.49\n", + "Changing to T= 50000 for T= 71210 logg=4.41\n", + "Changing to logg=5.00 for T= 71210 logg=4.41\n", + "Changing to T= 50000 for T= 68970 logg=4.36\n", + "Changing to logg=5.00 for T= 68970 logg=4.36\n", + "Changing to T= 50000 for T=101887 logg=5.41\n", + "Changing to logg=5.00 for T=101887 logg=5.41\n", + "Changing to T= 50000 for T= 68091 logg=4.34\n", + "Changing to logg=5.00 for T= 68091 logg=4.34\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Changing to logg=4.00 for T= 31789 logg=3.54\n", + "Changing to T= 50000 for T= 95984 logg=4.82\n", + "Changing to logg=5.00 for T= 95984 logg=4.82\n", + "Changing to T= 50000 for T=102197 logg=5.40\n", + "Changing to logg=5.00 for T=102197 logg=5.40\n", + "Changing to T= 50000 for T= 61423 logg=4.19\n", + "Changing to logg=5.00 for T= 61423 logg=4.19\n", + "Changing to T= 50000 for T=103193 logg=5.40\n", + "Changing to logg=5.00 for T=103193 logg=5.40\n", + "Changing to T= 50000 for T= 50852 logg=4.07\n", + "Changing to logg=5.00 for T= 50852 logg=4.07\n", + "Changing to logg=4.00 for T= 31761 logg=3.51\n", + "Changing to T= 50000 for T=172330 logg=5.86\n", + "Changing to logg=5.00 for T=172330 logg=5.86\n", + "Changing to T= 50000 for T= 69844 logg=4.38\n", + "Changing to logg=5.00 for T= 69844 logg=4.38\n", + "Changing to T= 50000 for T= 76206 logg=4.80\n", + "Changing to logg=5.00 for T= 76206 logg=4.80\n", + "Changing to T= 50000 for T= 65890 logg=4.28\n", + "Changing to logg=5.00 for T= 65890 logg=4.28\n", + "Changing to T= 50000 for T=102527 logg=5.40\n", + "Changing to logg=5.00 for T=102527 logg=5.40\n", + "Changing to T= 50000 for T= 66487 logg=4.30\n", + "Changing to logg=5.00 for T= 66487 logg=4.30\n", + "Changing to T= 50000 for T= 55242 logg=3.98\n", + "Changing to logg=5.00 for T= 55242 logg=3.98\n", + "Changing to T= 50000 for T= 54474 logg=4.21\n", + "Changing to logg=5.00 for T= 54474 logg=4.21\n", + "Changing to logg=3.50 for T= 26165 logg=3.21\n", + "Changing to T= 50000 for T=103548 logg=5.46\n", + "Changing to logg=5.00 for T=103548 logg=5.46\n", + "Changing to T= 50000 for T= 59709 logg=4.13\n", + "Changing to logg=5.00 for T= 59709 logg=4.13\n", + "Changing to T= 50000 for T=173680 logg=5.88\n", + "Changing to logg=5.00 for T=173680 logg=5.88\n", + "Changing to T= 50000 for T= 66243 logg=4.29\n", + "Changing to logg=5.00 for T= 66243 logg=4.29\n", + "Changing to logg=4.50 for T= 44419 logg=3.82\n", + "Changing to T= 50000 for T= 68368 logg=4.68\n", + "Changing to logg=5.00 for T= 68368 logg=4.68\n", + "Changing to T= 50000 for T=102991 logg=5.41\n", + "Changing to logg=5.00 for T=102991 logg=5.41\n", + "Changing to T= 50000 for T=103633 logg=5.41\n", + "Changing to logg=5.00 for T=103633 logg=5.41\n", + "Changing to T= 50000 for T= 70233 logg=4.39\n", + "Changing to logg=5.00 for T= 70233 logg=4.39\n", + "Changing to T= 50000 for T= 67059 logg=4.31\n", + "Changing to logg=5.00 for T= 67059 logg=4.31\n", + "Changing to T= 50000 for T= 65569 logg=4.28\n", + "Changing to logg=5.00 for T= 65569 logg=4.28\n", + "Changing to T= 50000 for T= 66604 logg=4.62\n", + "Changing to logg=5.00 for T= 66604 logg=4.62\n", + "Changing to T= 50000 for T= 73320 logg=4.46\n", + "Changing to logg=5.00 for T= 73320 logg=4.46\n", + "Changing to T= 50000 for T= 72249 logg=4.43\n", + "Changing to logg=5.00 for T= 72249 logg=4.43\n", + "Changing to logg=4.50 for T= 47669 logg=3.95\n", + "Changing to logg=4.00 for T= 34489 logg=3.74\n", + "Changing to logg=4.50 for T= 44957 logg=3.84\n", + "Changing to T= 50000 for T= 75943 logg=4.93\n", + "Changing to logg=5.00 for T= 75943 logg=4.93\n", + "Changing to T= 50000 for T= 62689 logg=4.49\n", + "Changing to logg=5.00 for T= 62689 logg=4.49\n", + "Changing to T= 50000 for T= 71702 logg=4.79\n", + "Changing to logg=5.00 for T= 71702 logg=4.79\n", + "Changing to T= 50000 for T=103240 logg=5.41\n", + "Changing to logg=5.00 for T=103240 logg=5.41\n", + "Changing to logg=4.50 for T= 46309 logg=3.90\n", + "Changing to T= 50000 for T= 70066 logg=4.39\n", + "Changing to logg=5.00 for T= 70066 logg=4.39\n", + "Changing to T= 50000 for T= 79066 logg=4.86\n", + "Changing to logg=5.00 for T= 79066 logg=4.86\n", + "Changing to T= 50000 for T=102440 logg=5.41\n", + "Changing to logg=5.00 for T=102440 logg=5.41\n", + "Changing to T= 50000 for T= 64536 logg=4.26\n", + "Changing to logg=5.00 for T= 64536 logg=4.26\n", + "Changing to T= 50000 for T= 71793 logg=4.42\n", + "Changing to logg=5.00 for T= 71793 logg=4.42\n", + "Changing to T= 50000 for T=102922 logg=5.42\n", + "Changing to logg=5.00 for T=102922 logg=5.42\n", + "Changing to T= 50000 for T= 67724 logg=4.33\n", + "Changing to logg=5.00 for T= 67724 logg=4.33\n", + "Changing to T= 50000 for T=103383 logg=5.41\n", + "Changing to logg=5.00 for T=103383 logg=5.41\n", + "Changing to T= 50000 for T= 73748 logg=4.47\n", + "Changing to logg=5.00 for T= 73748 logg=4.47\n", + "Changing to T= 50000 for T=103674 logg=5.41\n", + "Changing to logg=5.00 for T=103674 logg=5.41\n", + "Changing to T= 50000 for T=103770 logg=5.41\n", + "Changing to logg=5.00 for T=103770 logg=5.41\n", + "Changing to T= 50000 for T= 94724 logg=5.40\n", + "Changing to logg=5.00 for T= 94724 logg=5.40\n", + "Changing to T= 50000 for T= 66161 logg=4.60\n", + "Changing to logg=5.00 for T= 66161 logg=4.60\n", + "Changing to T= 50000 for T= 71973 logg=4.43\n", + "Changing to logg=5.00 for T= 71973 logg=4.43\n", + "Changing to T= 50000 for T= 67596 logg=4.65\n", + "Changing to logg=5.00 for T= 67596 logg=4.65\n", + "Changing to T= 50000 for T=101445 logg=5.42\n", + "Changing to logg=5.00 for T=101445 logg=5.42\n", + "Changing to T= 50000 for T= 85269 logg=4.71\n", + "Changing to logg=5.00 for T= 85269 logg=4.71\n", + "Changing to T= 50000 for T= 56171 logg=4.27\n", + "Changing to logg=5.00 for T= 56171 logg=4.27\n", + "Changing to T= 50000 for T= 64999 logg=4.26\n", + "Changing to logg=5.00 for T= 64999 logg=4.26\n", + "Changing to T= 50000 for T= 65074 logg=4.27\n", + "Changing to logg=5.00 for T= 65074 logg=4.27\n", + "Changing to T= 50000 for T= 68832 logg=4.36\n", + "Changing to logg=5.00 for T= 68832 logg=4.36\n", + "Changing to logg=4.50 for T= 44431 logg=3.82\n", + "Changing to logg=3.50 for T= 28262 logg=3.29\n", + "Changing to T= 50000 for T=101391 logg=5.41\n", + "Changing to logg=5.00 for T=101391 logg=5.41\n", + "Changing to T= 50000 for T= 54789 logg=4.22\n", + "Changing to logg=5.00 for T= 54789 logg=4.22\n", + "Changing to T= 50000 for T=101932 logg=5.39\n", + "Changing to logg=5.00 for T=101932 logg=5.39\n", + "Changing to T= 50000 for T= 74855 logg=4.49\n", + "Changing to logg=5.00 for T= 74855 logg=4.49\n", + "Changing to T= 50000 for T=103024 logg=5.41\n", + "Changing to logg=5.00 for T=103024 logg=5.41\n", + "Changing to T= 50000 for T= 92805 logg=5.39\n", + "Changing to logg=5.00 for T= 92805 logg=5.39\n", + "Changing to T= 50000 for T= 65967 logg=4.28\n", + "Changing to logg=5.00 for T= 65967 logg=4.28\n", + "Changing to T= 50000 for T= 72778 logg=4.45\n", + "Changing to logg=5.00 for T= 72778 logg=4.45\n", + "Changing to T= 50000 for T= 67101 logg=4.31\n", + "Changing to logg=5.00 for T= 67101 logg=4.31\n", + "Changing to T= 50000 for T= 74686 logg=4.49\n", + "Changing to logg=5.00 for T= 74686 logg=4.49\n", + "Changing to T= 50000 for T=172687 logg=5.87\n", + "Changing to logg=5.00 for T=172687 logg=5.87\n", + "Changing to T= 50000 for T= 59073 logg=4.37\n", + "Changing to logg=5.00 for T= 59073 logg=4.37\n", + "Changing to T= 50000 for T=176181 logg=5.90\n", + "Changing to logg=5.00 for T=176181 logg=5.90\n", + "Changing to T= 50000 for T= 72869 logg=4.45\n", + "Changing to logg=5.00 for T= 72869 logg=4.45\n", + "Changing to T= 50000 for T= 72644 logg=4.44\n", + "Changing to logg=5.00 for T= 72644 logg=4.44\n", + "Changing to T= 50000 for T= 82065 logg=4.94\n", + "Changing to logg=5.00 for T= 82065 logg=4.94\n", + "Changing to T= 50000 for T= 65928 logg=4.29\n", + "Changing to logg=5.00 for T= 65928 logg=4.29\n", + "Changing to T= 50000 for T=103295 logg=5.41\n", + "Changing to logg=5.00 for T=103295 logg=5.41\n", + "Changing to logg=4.50 for T= 41746 logg=3.70\n", + "Changing to T= 50000 for T=103359 logg=5.41\n", + "Changing to logg=5.00 for T=103359 logg=5.41\n", + "Changing to T= 50000 for T= 73782 logg=4.47\n", + "Changing to logg=5.00 for T= 73782 logg=4.47\n", + "Changing to T= 50000 for T= 72367 logg=4.44\n", + "Changing to logg=5.00 for T= 72367 logg=4.44\n", + "Changing to T= 50000 for T= 72629 logg=4.45\n", + "Changing to logg=5.00 for T= 72629 logg=4.45\n", + "Changing to T= 50000 for T= 66968 logg=4.31\n", + "Changing to logg=5.00 for T= 66968 logg=4.31\n", + "Changing to T= 50000 for T= 73797 logg=4.47\n", + "Changing to logg=5.00 for T= 73797 logg=4.47\n", + "Changing to T= 50000 for T= 52235 logg=4.13\n", + "Changing to logg=5.00 for T= 52235 logg=4.13\n", + "Changing to T= 50000 for T=101726 logg=5.41\n", + "Changing to logg=5.00 for T=101726 logg=5.41\n", + "Changing to T= 50000 for T= 73925 logg=4.47\n", + "Changing to logg=5.00 for T= 73925 logg=4.47\n", + "Changing to T= 50000 for T= 63838 logg=4.53\n", + "Changing to logg=5.00 for T= 63838 logg=4.53\n", + "Changing to T= 50000 for T= 65131 logg=4.26\n", + "Changing to logg=5.00 for T= 65131 logg=4.26\n", + "Changing to T= 50000 for T= 68547 logg=4.68\n", + "Changing to logg=5.00 for T= 68547 logg=4.68\n", + "Changing to T= 50000 for T=170781 logg=5.85\n", + "Changing to logg=5.00 for T=170781 logg=5.85\n", + "Changing to logg=3.50 for T= 27719 logg=3.22\n", + "Changing to T= 50000 for T= 74005 logg=4.47\n", + "Changing to logg=5.00 for T= 74005 logg=4.47\n", + "Changing to T= 50000 for T= 53145 logg=4.16\n", + "Changing to logg=5.00 for T= 53145 logg=4.16\n", + "Changing to T= 50000 for T=102958 logg=5.41\n", + "Changing to logg=5.00 for T=102958 logg=5.41\n", + "Changing to T= 50000 for T= 65822 logg=4.29\n", + "Changing to logg=5.00 for T= 65822 logg=4.29\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Changing to T= 50000 for T= 70672 logg=4.40\n", + "Changing to logg=5.00 for T= 70672 logg=4.40\n", + "Changing to logg=3.50 for T= 26974 logg=3.45\n", + "Changing to T= 50000 for T= 74307 logg=4.48\n", + "Changing to logg=5.00 for T= 74307 logg=4.48\n", + "Changing to T= 50000 for T= 64892 logg=4.26\n", + "Changing to logg=5.00 for T= 64892 logg=4.26\n", + "Changing to T= 50000 for T=132468 logg=5.53\n", + "Changing to logg=5.00 for T=132468 logg=5.53\n", + "Changing to T= 50000 for T=132764 logg=5.53\n", + "Changing to logg=5.00 for T=132764 logg=5.53\n", + "Changing to T= 50000 for T= 73264 logg=4.46\n", + "Changing to logg=5.00 for T= 73264 logg=4.46\n", + "Changing to T= 50000 for T= 74659 logg=4.49\n", + "Changing to logg=5.00 for T= 74659 logg=4.49\n", + "Changing to T= 50000 for T=101623 logg=5.42\n", + "Changing to logg=5.00 for T=101623 logg=5.42\n", + "Changing to T= 50000 for T=170279 logg=5.84\n", + "Changing to logg=5.00 for T=170279 logg=5.84\n", + "Changing to T= 50000 for T= 74425 logg=4.48\n", + "Changing to logg=5.00 for T= 74425 logg=4.48\n", + "Changing to T= 50000 for T= 72404 logg=4.44\n", + "Changing to logg=5.00 for T= 72404 logg=4.44\n", + "Changing to T= 50000 for T= 69256 logg=4.37\n", + "Changing to logg=5.00 for T= 69256 logg=4.37\n", + "Changing to T= 50000 for T= 66293 logg=4.31\n", + "Changing to logg=5.00 for T= 66293 logg=4.31\n", + "Changing to T= 50000 for T=100772 logg=5.42\n", + "Changing to logg=5.00 for T=100772 logg=5.42\n", + "Changing to T= 50000 for T= 71623 logg=4.42\n", + "Changing to logg=5.00 for T= 71623 logg=4.42\n", + "Changing to T= 50000 for T=101623 logg=5.40\n", + "Changing to logg=5.00 for T=101623 logg=5.40\n", + "Changing to T= 50000 for T= 66816 logg=4.31\n", + "Changing to logg=5.00 for T= 66816 logg=4.31\n", + "Changing to T= 50000 for T=102009 logg=5.40\n", + "Changing to logg=5.00 for T=102009 logg=5.40\n", + "Changing to T= 50000 for T= 68824 logg=4.36\n", + "Changing to logg=5.00 for T= 68824 logg=4.36\n", + "Changing to T= 50000 for T=103302 logg=5.45\n", + "Changing to logg=5.00 for T=103302 logg=5.45\n", + "Changing to logg=5.00 for T= 49043 logg=4.00\n", + "Changing to T= 50000 for T= 69946 logg=4.39\n", + "Changing to logg=5.00 for T= 69946 logg=4.39\n", + "Changing to T= 50000 for T= 84300 logg=4.58\n", + "Changing to logg=5.00 for T= 84300 logg=4.58\n", + "Changing to T= 50000 for T=102134 logg=5.40\n", + "Changing to logg=5.00 for T=102134 logg=5.40\n", + "Changing to T= 50000 for T= 78170 logg=5.01\n", + "Changing to logg=5.00 for T= 78170 logg=5.01\n", + "Changing to logg=4.00 for T= 32382 logg=3.55\n", + "Changing to T= 50000 for T= 68735 logg=4.35\n", + "Changing to logg=5.00 for T= 68735 logg=4.35\n", + "Changing to T= 50000 for T=101414 logg=5.41\n", + "Changing to logg=5.00 for T=101414 logg=5.41\n", + "Changing to T= 50000 for T=102353 logg=5.41\n", + "Changing to logg=5.00 for T=102353 logg=5.41\n", + "Changing to T= 50000 for T= 67324 logg=4.32\n", + "Changing to logg=5.00 for T= 67324 logg=4.32\n", + "Changing to T= 50000 for T= 80553 logg=5.09\n", + "Changing to logg=5.00 for T= 80553 logg=5.09\n", + "Changing to T= 50000 for T= 74186 logg=4.48\n", + "Changing to logg=5.00 for T= 74186 logg=4.48\n", + "Changing to T= 50000 for T= 65654 logg=4.28\n", + "Changing to logg=5.00 for T= 65654 logg=4.28\n", + "Changing to logg=4.50 for T= 47335 logg=3.94\n", + "Changing to T= 50000 for T=101007 logg=5.42\n", + "Changing to logg=5.00 for T=101007 logg=5.42\n", + "Changing to T= 50000 for T=171609 logg=5.85\n", + "Changing to logg=5.00 for T=171609 logg=5.85\n", + "Changing to T= 50000 for T=102249 logg=5.40\n", + "Changing to logg=5.00 for T=102249 logg=5.40\n", + "Changing to T= 50000 for T= 73712 logg=4.47\n", + "Changing to logg=5.00 for T= 73712 logg=4.47\n", + "Changing to T= 50000 for T= 67075 logg=4.31\n", + "Changing to logg=5.00 for T= 67075 logg=4.31\n", + "Changing to T= 50000 for T= 61608 logg=4.45\n", + "Changing to logg=5.00 for T= 61608 logg=4.45\n", + "Making photometry for isochrone: log(t) = 7.00 AKs = 0.70 dist = 100\n", + " Starting at: 2021-01-08 01:19:44.536688 Usually takes ~5 minutes\n", + "Starting filter: ubv,U Elapsed time: 0.00 seconds\n", + "Starting synthetic photometry\n", + "Singles\n", + "M = 8.000 Msun T = 21294 K m_ubv_U = 13.30\n", + "M = 2.550 Msun T = 10591 K m_ubv_U = 17.13\n", + "Primaries\n", + "M = 8.500 Msun T = 21966 K m_ubv_U = 13.10\n", + "M = 1.400 Msun T = nan K m_ubv_U = nan\n", + "M = 14.000 Msun T = 26300 K m_ubv_U = 11.26\n", + "M = 3.981 Msun T = 2739 K m_ubv_U = 33.22\n", + "M = 1.400 Msun T = nan K m_ubv_U = nan\n", + "M = 1.400 Msun T = 6559 K m_ubv_U = 19.99\n", + "M = 3.162 Msun T = nan K m_ubv_U = nan\n", + "M = 15.000 Msun T = 26270 K m_ubv_U = 10.93\n", + "M = 15.000 Msun T = 26270 K m_ubv_U = 10.93\n", + "M = 1.400 Msun T = nan K m_ubv_U = nan\n", + "M = 1.200 Msun T = 5987 K m_ubv_U = 21.20\n", + "M = 3.981 Msun T = 2739 K m_ubv_U = 33.22\n", + "M = 16.000 Msun T = 24883 K m_ubv_U = 10.48\n", + "M = 16.000 Msun T = 24883 K m_ubv_U = 10.48\n", + "M = 8.000 Msun T = 21305 K m_ubv_U = 13.29\n", + "M = 11.000 Msun T = 24577 K m_ubv_U = 12.20\n", + "M = 14.000 Msun T = 26300 K m_ubv_U = 11.26\n", + "M = 16.000 Msun T = 27959 K m_ubv_U = 10.26\n", + "M = 5.012 Msun T = 2739 K m_ubv_U = 33.22\n", + "M = 14.000 Msun T = 26300 K m_ubv_U = 11.26\n", + "M = 13.000 Msun T = 26107 K m_ubv_U = 11.60\n", + "M = 1.200 Msun T = 7594 K m_ubv_U = 19.03\n", + "M = 1.400 Msun T = nan K m_ubv_U = nan\n", + "M = 1.400 Msun T = nan K m_ubv_U = nan\n", + "M = 19.000 Msun T = 101672 K m_ubv_U = 15.05\n", + "M = 15.000 Msun T = 26270 K m_ubv_U = 10.93\n", + "M = 1.400 Msun T = nan K m_ubv_U = nan\n", + "M = 20.000 Msun T = 65184 K m_ubv_U = 12.26\n", + "M = 3.162 Msun T = nan K m_ubv_U = nan\n", + "M = 3.981 Msun T = 2739 K m_ubv_U = 33.22\n", + "M = 8.500 Msun T = 22028 K m_ubv_U = 13.12\n", + "M = 9.000 Msun T = 22647 K m_ubv_U = 12.93\n", + "M = 1.400 Msun T = nan K m_ubv_U = nan\n", + "M = 1.200 Msun T = 5987 K m_ubv_U = 21.20\n", + "M = 14.000 Msun T = 26300 K m_ubv_U = 11.26\n", + "M = 3.162 Msun T = nan K m_ubv_U = nan\n", + "M = 0.900 Msun T = 6908 K m_ubv_U = 19.58\n", + "M = 3.981 Msun T = 2739 K m_ubv_U = 33.22\n", + "M = 1.400 Msun T = 6560 K m_ubv_U = 19.99\n", + "M = 13.000 Msun T = 26107 K m_ubv_U = 11.60\n", + "Secondaries\n", + "M = 1.700 Msun T = 7893 K m_ubv_U = 18.67\n", + "M = 11.000 Msun T = 24743 K m_ubv_U = 11.89\n", + "M = 8.400 Msun T = 23278 K m_ubv_U = 12.90\n", + "M = 18.000 Msun T = 3545 K m_ubv_U = 11.11\n", + "M = 1.400 Msun T = 6571 K m_ubv_U = 19.83\n", + "M = 0.700 Msun T = 4039 K m_ubv_U = 24.94\n", + "M = 12.000 Msun T = 25146 K m_ubv_U = 11.47\n", + "M = 4.500 Msun T = 16036 K m_ubv_U = 14.73\n", + "M = 9.000 Msun T = 24171 K m_ubv_U = 12.69\n", + "M = 16.000 Msun T = 25206 K m_ubv_U = 10.23\n", + "M = 0.960 Msun T = 5540 K m_ubv_U = 21.88\n", + "M = 21.000 Msun T = 3288 K m_ubv_U = 10.72\n", + "M = 4.800 Msun T = 16705 K m_ubv_U = 14.53\n", + "M = 6.400 Msun T = 19911 K m_ubv_U = 13.67\n", + "M = 6.400 Msun T = 19914 K m_ubv_U = 13.67\n", + "M = 4.400 Msun T = 15811 K m_ubv_U = 14.80\n", + "M = 12.600 Msun T = 28070 K m_ubv_U = 11.60\n", + "M = 3.200 Msun T = nan K m_ubv_U = nan\n", + "M = 14.000 Msun T = 26173 K m_ubv_U = 10.92\n", + "M = 11.200 Msun T = 26902 K m_ubv_U = 12.01\n", + "M = 9.100 Msun T = 24311 K m_ubv_U = 12.67\n", + "M = 0.480 Msun T = nan K m_ubv_U = nan\n", + "M = 18.000 Msun T = 8770 K m_ubv_U = 8.43\n", + "M = 4.500 Msun T = 15386 K m_ubv_U = 14.68\n", + "M = 1.900 Msun T = 8701 K m_ubv_U = 18.07\n", + "M = 13.500 Msun T = 28501 K m_ubv_U = 11.32\n", + "M = 20.000 Msun T = 62008 K m_ubv_U = 11.55\n", + "M = 16.000 Msun T = 27341 K m_ubv_U = 10.45\n", + "M = 19.000 Msun T = 3554 K m_ubv_U = 11.08\n", + "M = 10.000 Msun T = 17119 K m_ubv_U = 13.88\n", + "M = 3.400 Msun T = 13364 K m_ubv_U = 15.66\n", + "M = 1.800 Msun T = 8304 K m_ubv_U = 18.35\n", + "M = 20.000 Msun T = 70920 K m_ubv_U = 11.90\n", + "M = 0.840 Msun T = 4847 K m_ubv_U = 23.09\n", + "M = 1.400 Msun T = 6689 K m_ubv_U = 19.85\n", + "M = 17.000 Msun T = 24319 K m_ubv_U = 9.90\n", + "M = 0.630 Msun T = nan K m_ubv_U = nan\n", + "M = 13.000 Msun T = 26170 K m_ubv_U = 11.29\n", + "M = 1.120 Msun T = 5956 K m_ubv_U = 21.25\n", + "M = 7.800 Msun T = 22323 K m_ubv_U = 13.11\n", + "Starting filter: ubv,V Elapsed time: 25.27 seconds\n", + "Starting synthetic photometry\n", + "Singles\n", + "M = 8.000 Msun T = 21294 K m_ubv_V = 13.52\n", + "M = 2.550 Msun T = 10591 K m_ubv_V = 16.48\n", + "Primaries\n", + "M = 8.500 Msun T = 21966 K m_ubv_V = 13.35\n", + "M = 1.400 Msun T = nan K m_ubv_V = nan\n", + "M = 14.000 Msun T = 26300 K m_ubv_V = 11.67\n", + "M = 3.981 Msun T = 2739 K m_ubv_V = 29.80\n", + "M = 1.400 Msun T = nan K m_ubv_V = nan\n", + "M = 1.400 Msun T = 6559 K m_ubv_V = 18.64\n", + "M = 3.162 Msun T = nan K m_ubv_V = nan\n", + "M = 15.000 Msun T = 26270 K m_ubv_V = 11.35\n", + "M = 15.000 Msun T = 26270 K m_ubv_V = 11.35\n", + "M = 1.400 Msun T = nan K m_ubv_V = nan\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "M = 1.200 Msun T = 5987 K m_ubv_V = 19.59\n", + "M = 3.981 Msun T = 2739 K m_ubv_V = 29.80\n", + "M = 16.000 Msun T = 24883 K m_ubv_V = 10.87\n", + "M = 16.000 Msun T = 24883 K m_ubv_V = 10.87\n", + "M = 8.000 Msun T = 21305 K m_ubv_V = 13.51\n", + "M = 11.000 Msun T = 24577 K m_ubv_V = 12.55\n", + "M = 14.000 Msun T = 26300 K m_ubv_V = 11.67\n", + "M = 16.000 Msun T = 27959 K m_ubv_V = 10.74\n", + "M = 5.012 Msun T = 2739 K m_ubv_V = 29.80\n", + "M = 14.000 Msun T = 26300 K m_ubv_V = 11.67\n", + "M = 13.000 Msun T = 26107 K m_ubv_V = 12.00\n", + "M = 1.200 Msun T = 7594 K m_ubv_V = 17.87\n", + "M = 1.400 Msun T = nan K m_ubv_V = nan\n", + "M = 1.400 Msun T = nan K m_ubv_V = nan\n", + "M = 19.000 Msun T = 101672 K m_ubv_V = 15.71\n", + "M = 15.000 Msun T = 26270 K m_ubv_V = 11.35\n", + "M = 1.400 Msun T = nan K m_ubv_V = nan\n", + "M = 20.000 Msun T = 65184 K m_ubv_V = 12.92\n", + "M = 3.162 Msun T = nan K m_ubv_V = nan\n", + "M = 3.981 Msun T = 2739 K m_ubv_V = 29.80\n", + "M = 8.500 Msun T = 22028 K m_ubv_V = 13.38\n", + "M = 9.000 Msun T = 22647 K m_ubv_V = 13.21\n", + "M = 1.400 Msun T = nan K m_ubv_V = nan\n", + "M = 1.200 Msun T = 5987 K m_ubv_V = 19.59\n", + "M = 14.000 Msun T = 26300 K m_ubv_V = 11.67\n", + "M = 3.162 Msun T = nan K m_ubv_V = nan\n", + "M = 0.900 Msun T = 6908 K m_ubv_V = 18.33\n", + "M = 3.981 Msun T = 2739 K m_ubv_V = 29.80\n", + "M = 1.400 Msun T = 6560 K m_ubv_V = 18.64\n", + "M = 13.000 Msun T = 26107 K m_ubv_V = 12.00\n", + "Secondaries\n", + "M = 1.700 Msun T = 7893 K m_ubv_V = 17.93\n", + "M = 11.000 Msun T = 24743 K m_ubv_V = 12.32\n", + "M = 8.400 Msun T = 23278 K m_ubv_V = 13.29\n", + "M = 18.000 Msun T = 3545 K m_ubv_V = 8.23\n", + "M = 1.400 Msun T = 6571 K m_ubv_V = 18.71\n", + "M = 0.700 Msun T = 4039 K m_ubv_V = 22.47\n", + "M = 12.000 Msun T = 25146 K m_ubv_V = 11.91\n", + "M = 4.500 Msun T = 16036 K m_ubv_V = 14.89\n", + "M = 9.000 Msun T = 24171 K m_ubv_V = 13.11\n", + "M = 16.000 Msun T = 25206 K m_ubv_V = 10.67\n", + "M = 0.960 Msun T = 5540 K m_ubv_V = 20.34\n", + "M = 21.000 Msun T = 3288 K m_ubv_V = 7.64\n", + "M = 4.800 Msun T = 16705 K m_ubv_V = 14.72\n", + "M = 6.400 Msun T = 19911 K m_ubv_V = 13.99\n", + "M = 6.400 Msun T = 19914 K m_ubv_V = 13.98\n", + "M = 4.400 Msun T = 15811 K m_ubv_V = 14.95\n", + "M = 12.600 Msun T = 28070 K m_ubv_V = 12.08\n", + "M = 3.200 Msun T = nan K m_ubv_V = nan\n", + "M = 14.000 Msun T = 26173 K m_ubv_V = 11.38\n", + "M = 11.200 Msun T = 26902 K m_ubv_V = 12.48\n", + "M = 9.100 Msun T = 24311 K m_ubv_V = 13.09\n", + "M = 0.480 Msun T = nan K m_ubv_V = nan\n", + "M = 18.000 Msun T = 8770 K m_ubv_V = 7.88\n", + "M = 4.500 Msun T = 15386 K m_ubv_V = 14.80\n", + "M = 1.900 Msun T = 8701 K m_ubv_V = 17.51\n", + "M = 13.500 Msun T = 28501 K m_ubv_V = 11.81\n", + "M = 20.000 Msun T = 62008 K m_ubv_V = 12.23\n", + "M = 16.000 Msun T = 27341 K m_ubv_V = 10.92\n", + "M = 19.000 Msun T = 3554 K m_ubv_V = 8.21\n", + "M = 10.000 Msun T = 17119 K m_ubv_V = 14.09\n", + "M = 3.400 Msun T = 13364 K m_ubv_V = 15.66\n", + "M = 1.800 Msun T = 8304 K m_ubv_V = 17.71\n", + "M = 20.000 Msun T = 70920 K m_ubv_V = 12.60\n", + "M = 0.840 Msun T = 4847 K m_ubv_V = 21.18\n", + "M = 1.400 Msun T = 6689 K m_ubv_V = 18.77\n", + "M = 17.000 Msun T = 24319 K m_ubv_V = 10.32\n", + "M = 0.630 Msun T = nan K m_ubv_V = nan\n", + "M = 13.000 Msun T = 26170 K m_ubv_V = 11.75\n", + "M = 1.120 Msun T = 5956 K m_ubv_V = 19.89\n", + "M = 7.800 Msun T = 22323 K m_ubv_V = 13.49\n", + "Starting filter: ubv,B Elapsed time: 49.95 seconds\n", + "Starting synthetic photometry\n", + "Singles\n", + "M = 8.000 Msun T = 21294 K m_ubv_B = 14.12\n", + "M = 2.550 Msun T = 10591 K m_ubv_B = 17.27\n", + "Primaries\n", + "M = 8.500 Msun T = 21966 K m_ubv_B = 13.93\n", + "M = 1.400 Msun T = nan K m_ubv_B = nan\n", + "M = 14.000 Msun T = 26300 K m_ubv_B = 12.22\n", + "M = 3.981 Msun T = 2739 K m_ubv_B = 33.10\n", + "M = 1.400 Msun T = nan K m_ubv_B = nan\n", + "M = 1.400 Msun T = 6559 K m_ubv_B = 20.07\n", + "M = 3.162 Msun T = nan K m_ubv_B = nan\n", + "M = 15.000 Msun T = 26270 K m_ubv_B = 11.91\n", + "M = 15.000 Msun T = 26270 K m_ubv_B = 11.91\n", + "M = 1.400 Msun T = nan K m_ubv_B = nan\n", + "M = 1.200 Msun T = 5987 K m_ubv_B = 21.22\n", + "M = 3.981 Msun T = 2739 K m_ubv_B = 33.10\n", + "M = 16.000 Msun T = 24883 K m_ubv_B = 11.43\n", + "M = 16.000 Msun T = 24883 K m_ubv_B = 11.43\n", + "M = 8.000 Msun T = 21305 K m_ubv_B = 14.11\n", + "M = 11.000 Msun T = 24577 K m_ubv_B = 13.12\n", + "M = 14.000 Msun T = 26300 K m_ubv_B = 12.22\n", + "M = 16.000 Msun T = 27959 K m_ubv_B = 11.27\n", + "M = 5.012 Msun T = 2739 K m_ubv_B = 33.10\n", + "M = 14.000 Msun T = 26300 K m_ubv_B = 12.22\n", + "M = 13.000 Msun T = 26107 K m_ubv_B = 12.56\n", + "M = 1.200 Msun T = 7594 K m_ubv_B = 19.04\n", + "M = 1.400 Msun T = nan K m_ubv_B = nan\n", + "M = 1.400 Msun T = nan K m_ubv_B = nan\n", + "M = 19.000 Msun T = 101672 K m_ubv_B = 16.17\n", + "M = 15.000 Msun T = 26270 K m_ubv_B = 11.91\n", + "M = 1.400 Msun T = nan K m_ubv_B = nan\n", + "M = 20.000 Msun T = 65184 K m_ubv_B = 13.37\n", + "M = 3.162 Msun T = nan K m_ubv_B = nan\n", + "M = 3.981 Msun T = 2739 K m_ubv_B = 33.10\n", + "M = 8.500 Msun T = 22028 K m_ubv_B = 13.96\n", + "M = 9.000 Msun T = 22647 K m_ubv_B = 13.79\n", + "M = 1.400 Msun T = nan K m_ubv_B = nan\n", + "M = 1.200 Msun T = 5987 K m_ubv_B = 21.22\n", + "M = 14.000 Msun T = 26300 K m_ubv_B = 12.22\n", + "M = 3.162 Msun T = nan K m_ubv_B = nan\n", + "M = 0.900 Msun T = 6908 K m_ubv_B = 19.66\n", + "M = 3.981 Msun T = 2739 K m_ubv_B = 33.10\n", + "M = 1.400 Msun T = 6560 K m_ubv_B = 20.07\n", + "M = 13.000 Msun T = 26107 K m_ubv_B = 12.56\n", + "Secondaries\n", + "M = 1.700 Msun T = 7893 K m_ubv_B = 19.21\n", + "M = 11.000 Msun T = 24743 K m_ubv_B = 12.94\n", + "M = 8.400 Msun T = 23278 K m_ubv_B = 13.93\n", + "M = 18.000 Msun T = 3545 K m_ubv_B = 10.87\n", + "M = 1.400 Msun T = 6571 K m_ubv_B = 20.21\n", + "M = 0.700 Msun T = 4039 K m_ubv_B = 24.81\n", + "M = 12.000 Msun T = 25146 K m_ubv_B = 12.53\n", + "M = 4.500 Msun T = 16036 K m_ubv_B = 15.66\n", + "M = 9.000 Msun T = 24171 K m_ubv_B = 13.74\n", + "M = 16.000 Msun T = 25206 K m_ubv_B = 11.28\n", + "M = 0.960 Msun T = 5540 K m_ubv_B = 22.10\n", + "M = 21.000 Msun T = 3288 K m_ubv_B = 10.46\n", + "M = 4.800 Msun T = 16705 K m_ubv_B = 15.48\n", + "M = 6.400 Msun T = 19911 K m_ubv_B = 14.67\n", + "M = 6.400 Msun T = 19914 K m_ubv_B = 14.67\n", + "M = 4.400 Msun T = 15811 K m_ubv_B = 15.73\n", + "M = 12.600 Msun T = 28070 K m_ubv_B = 12.67\n", + "M = 3.200 Msun T = nan K m_ubv_B = nan\n", + "M = 14.000 Msun T = 26173 K m_ubv_B = 11.98\n", + "M = 11.200 Msun T = 26902 K m_ubv_B = 13.08\n", + "M = 9.100 Msun T = 24311 K m_ubv_B = 13.71\n", + "M = 0.480 Msun T = nan K m_ubv_B = nan\n", + "M = 18.000 Msun T = 8770 K m_ubv_B = 9.05\n", + "M = 4.500 Msun T = 15386 K m_ubv_B = 15.60\n", + "M = 1.900 Msun T = 8701 K m_ubv_B = 18.69\n", + "M = 13.500 Msun T = 28501 K m_ubv_B = 12.40\n", + "M = 20.000 Msun T = 62008 K m_ubv_B = 12.71\n", + "M = 16.000 Msun T = 27341 K m_ubv_B = 11.52\n", + "M = 19.000 Msun T = 3554 K m_ubv_B = 10.84\n", + "M = 10.000 Msun T = 17119 K m_ubv_B = 14.84\n", + "M = 3.400 Msun T = 13364 K m_ubv_B = 16.52\n", + "M = 1.800 Msun T = 8304 K m_ubv_B = 18.94\n", + "M = 20.000 Msun T = 70920 K m_ubv_B = 13.07\n", + "M = 0.840 Msun T = 4847 K m_ubv_B = 23.16\n", + "M = 1.400 Msun T = 6689 K m_ubv_B = 20.25\n", + "M = 17.000 Msun T = 24319 K m_ubv_B = 10.95\n", + "M = 0.630 Msun T = nan K m_ubv_B = nan\n", + "M = 13.000 Msun T = 26170 K m_ubv_B = 12.35\n", + "M = 1.120 Msun T = 5956 K m_ubv_B = 21.54\n", + "M = 7.800 Msun T = 22323 K m_ubv_B = 14.14\n", + "Starting filter: ubv,R Elapsed time: 74.45 seconds\n", + "Starting synthetic photometry\n", + "Singles\n", + "M = 8.000 Msun T = 21294 K m_ubv_R = 11.01\n", + "M = 2.550 Msun T = 10591 K m_ubv_R = 13.88\n", + "Primaries\n", + "M = 8.500 Msun T = 21966 K m_ubv_R = 10.84\n", + "M = 1.400 Msun T = nan K m_ubv_R = nan\n", + "M = 14.000 Msun T = 26300 K m_ubv_R = 9.18\n", + "M = 3.981 Msun T = 2739 K m_ubv_R = 25.90\n", + "M = 1.400 Msun T = nan K m_ubv_R = nan\n", + "M = 1.400 Msun T = 6559 K m_ubv_R = 15.75\n", + "M = 3.162 Msun T = nan K m_ubv_R = nan\n", + "M = 15.000 Msun T = 26270 K m_ubv_R = 8.86\n", + "M = 15.000 Msun T = 26270 K m_ubv_R = 8.86\n", + "M = 1.400 Msun T = nan K m_ubv_R = nan\n", + "M = 1.200 Msun T = 5987 K m_ubv_R = 16.63\n", + "M = 3.981 Msun T = 2739 K m_ubv_R = 25.90\n", + "M = 16.000 Msun T = 24883 K m_ubv_R = 8.37\n", + "M = 16.000 Msun T = 24883 K m_ubv_R = 8.37\n", + "M = 8.000 Msun T = 21305 K m_ubv_R = 11.00\n", + "M = 11.000 Msun T = 24577 K m_ubv_R = 10.05\n", + "M = 14.000 Msun T = 26300 K m_ubv_R = 9.18\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "M = 16.000 Msun T = 27959 K m_ubv_R = 8.25\n", + "M = 5.012 Msun T = 2739 K m_ubv_R = 25.90\n", + "M = 14.000 Msun T = 26300 K m_ubv_R = 9.18\n", + "M = 13.000 Msun T = 26107 K m_ubv_R = 9.51\n", + "M = 1.200 Msun T = 7594 K m_ubv_R = 15.10\n", + "M = 1.400 Msun T = nan K m_ubv_R = nan\n", + "M = 1.400 Msun T = nan K m_ubv_R = nan\n", + "M = 19.000 Msun T = 101672 K m_ubv_R = 13.24\n", + "M = 15.000 Msun T = 26270 K m_ubv_R = 8.86\n", + "M = 1.400 Msun T = nan K m_ubv_R = nan\n", + "M = 20.000 Msun T = 65184 K m_ubv_R = 10.45\n", + "M = 3.162 Msun T = nan K m_ubv_R = nan\n", + "M = 3.981 Msun T = 2739 K m_ubv_R = 25.90\n", + "M = 8.500 Msun T = 22028 K m_ubv_R = 10.87\n", + "M = 9.000 Msun T = 22647 K m_ubv_R = 10.70\n", + "M = 1.400 Msun T = nan K m_ubv_R = nan\n", + "M = 1.200 Msun T = 5987 K m_ubv_R = 16.63\n", + "M = 14.000 Msun T = 26300 K m_ubv_R = 9.18\n", + "M = 3.162 Msun T = nan K m_ubv_R = nan\n", + "M = 0.900 Msun T = 6908 K m_ubv_R = 15.48\n", + "M = 3.981 Msun T = 2739 K m_ubv_R = 25.90\n", + "M = 1.400 Msun T = 6560 K m_ubv_R = 15.75\n", + "M = 13.000 Msun T = 26107 K m_ubv_R = 9.51\n", + "Secondaries\n", + "M = 1.700 Msun T = 7893 K m_ubv_R = 15.08\n", + "M = 11.000 Msun T = 24743 K m_ubv_R = 9.78\n", + "M = 8.400 Msun T = 23278 K m_ubv_R = 10.75\n", + "M = 18.000 Msun T = 3545 K m_ubv_R = 4.71\n", + "M = 1.400 Msun T = 6571 K m_ubv_R = 15.75\n", + "M = 0.700 Msun T = 4039 K m_ubv_R = 19.10\n", + "M = 12.000 Msun T = 25146 K m_ubv_R = 9.37\n", + "M = 4.500 Msun T = 16036 K m_ubv_R = 12.28\n", + "M = 9.000 Msun T = 24171 K m_ubv_R = 10.57\n", + "M = 16.000 Msun T = 25206 K m_ubv_R = 8.13\n", + "M = 0.960 Msun T = 5540 K m_ubv_R = 17.27\n", + "M = 21.000 Msun T = 3288 K m_ubv_R = 4.02\n", + "M = 4.800 Msun T = 16705 K m_ubv_R = 12.12\n", + "M = 6.400 Msun T = 19911 K m_ubv_R = 11.42\n", + "M = 6.400 Msun T = 19914 K m_ubv_R = 11.42\n", + "M = 4.400 Msun T = 15811 K m_ubv_R = 12.34\n", + "M = 12.600 Msun T = 28070 K m_ubv_R = 9.56\n", + "M = 3.200 Msun T = nan K m_ubv_R = nan\n", + "M = 14.000 Msun T = 26173 K m_ubv_R = 8.85\n", + "M = 11.200 Msun T = 26902 K m_ubv_R = 9.95\n", + "M = 9.100 Msun T = 24311 K m_ubv_R = 10.55\n", + "M = 0.480 Msun T = nan K m_ubv_R = nan\n", + "M = 18.000 Msun T = 8770 K m_ubv_R = 5.08\n", + "M = 4.500 Msun T = 15386 K m_ubv_R = 12.19\n", + "M = 1.900 Msun T = 8701 K m_ubv_R = 14.70\n", + "M = 13.500 Msun T = 28501 K m_ubv_R = 9.29\n", + "M = 20.000 Msun T = 62008 K m_ubv_R = 9.76\n", + "M = 16.000 Msun T = 27341 K m_ubv_R = 8.40\n", + "M = 19.000 Msun T = 3554 K m_ubv_R = 4.69\n", + "M = 10.000 Msun T = 17119 K m_ubv_R = 11.50\n", + "M = 3.400 Msun T = 13364 K m_ubv_R = 13.00\n", + "M = 1.800 Msun T = 8304 K m_ubv_R = 14.88\n", + "M = 20.000 Msun T = 70920 K m_ubv_R = 10.14\n", + "M = 0.840 Msun T = 4847 K m_ubv_R = 17.99\n", + "M = 1.400 Msun T = 6689 K m_ubv_R = 15.83\n", + "M = 17.000 Msun T = 24319 K m_ubv_R = 7.79\n", + "M = 0.630 Msun T = nan K m_ubv_R = nan\n", + "M = 13.000 Msun T = 26170 K m_ubv_R = 9.22\n", + "M = 1.120 Msun T = 5956 K m_ubv_R = 16.87\n", + "M = 7.800 Msun T = 22323 K m_ubv_R = 10.94\n", + "Starting filter: ubv,I Elapsed time: 99.96 seconds\n", + "Starting synthetic photometry\n", + "Singles\n", + "M = 8.000 Msun T = 21294 K m_ubv_I = 7.68\n", + "M = 2.550 Msun T = 10591 K m_ubv_I = 10.38\n", + "Primaries\n", + "M = 8.500 Msun T = 21966 K m_ubv_I = 7.52\n", + "M = 1.400 Msun T = nan K m_ubv_I = nan\n", + "M = 14.000 Msun T = 26300 K m_ubv_I = 5.89\n", + "M = 3.981 Msun T = 2739 K m_ubv_I = 21.09\n", + "M = 1.400 Msun T = nan K m_ubv_I = nan\n", + "M = 1.400 Msun T = 6559 K m_ubv_I = 12.00\n", + "M = 3.162 Msun T = nan K m_ubv_I = nan\n", + "M = 15.000 Msun T = 26270 K m_ubv_I = 5.57\n", + "M = 15.000 Msun T = 26270 K m_ubv_I = 5.57\n", + "M = 1.400 Msun T = nan K m_ubv_I = nan\n", + "M = 1.200 Msun T = 5987 K m_ubv_I = 12.81\n", + "M = 3.981 Msun T = 2739 K m_ubv_I = 21.09\n", + "M = 16.000 Msun T = 24883 K m_ubv_I = 5.07\n", + "M = 16.000 Msun T = 24883 K m_ubv_I = 5.07\n", + "M = 8.000 Msun T = 21305 K m_ubv_I = 7.68\n", + "M = 11.000 Msun T = 24577 K m_ubv_I = 6.75\n", + "M = 14.000 Msun T = 26300 K m_ubv_I = 5.89\n", + "M = 16.000 Msun T = 27959 K m_ubv_I = 4.97\n", + "M = 5.012 Msun T = 2739 K m_ubv_I = 21.09\n", + "M = 14.000 Msun T = 26300 K m_ubv_I = 5.89\n", + "M = 13.000 Msun T = 26107 K m_ubv_I = 6.22\n", + "M = 1.200 Msun T = 7594 K m_ubv_I = 11.45\n", + "M = 1.400 Msun T = nan K m_ubv_I = nan\n", + "M = 1.400 Msun T = nan K m_ubv_I = nan\n", + "M = 19.000 Msun T = 101672 K m_ubv_I = 10.01\n", + "M = 15.000 Msun T = 26270 K m_ubv_I = 5.57\n", + "M = 1.400 Msun T = nan K m_ubv_I = nan\n", + "M = 20.000 Msun T = 65184 K m_ubv_I = 7.22\n", + "M = 3.162 Msun T = nan K m_ubv_I = nan\n", + "M = 3.981 Msun T = 2739 K m_ubv_I = 21.09\n", + "M = 8.500 Msun T = 22028 K m_ubv_I = 7.55\n", + "M = 9.000 Msun T = 22647 K m_ubv_I = 7.39\n", + "M = 1.400 Msun T = nan K m_ubv_I = nan\n", + "M = 1.200 Msun T = 5987 K m_ubv_I = 12.81\n", + "M = 14.000 Msun T = 26300 K m_ubv_I = 5.89\n", + "M = 3.162 Msun T = nan K m_ubv_I = nan\n", + "M = 0.900 Msun T = 6908 K m_ubv_I = 11.77\n", + "M = 3.981 Msun T = 2739 K m_ubv_I = 21.09\n", + "M = 1.400 Msun T = 6560 K m_ubv_I = 12.00\n", + "M = 13.000 Msun T = 26107 K m_ubv_I = 6.22\n", + "Secondaries\n", + "M = 1.700 Msun T = 7893 K m_ubv_I = 11.42\n", + "M = 11.000 Msun T = 24743 K m_ubv_I = 6.46\n", + "M = 8.400 Msun T = 23278 K m_ubv_I = 7.42\n", + "M = 18.000 Msun T = 3545 K m_ubv_I = 0.31\n", + "M = 1.400 Msun T = 6571 K m_ubv_I = 11.99\n", + "M = 0.700 Msun T = 4039 K m_ubv_I = 14.87\n", + "M = 12.000 Msun T = 25146 K m_ubv_I = 6.06\n", + "M = 4.500 Msun T = 16036 K m_ubv_I = 8.89\n", + "M = 9.000 Msun T = 24171 K m_ubv_I = 7.25\n", + "M = 16.000 Msun T = 25206 K m_ubv_I = 4.82\n", + "M = 0.960 Msun T = 5540 K m_ubv_I = 13.37\n", + "M = 21.000 Msun T = 3288 K m_ubv_I = -0.49\n", + "M = 4.800 Msun T = 16705 K m_ubv_I = 8.74\n", + "M = 6.400 Msun T = 19911 K m_ubv_I = 8.07\n", + "M = 6.400 Msun T = 19914 K m_ubv_I = 8.07\n", + "M = 4.400 Msun T = 15811 K m_ubv_I = 8.94\n", + "M = 12.600 Msun T = 28070 K m_ubv_I = 6.25\n", + "M = 3.200 Msun T = nan K m_ubv_I = nan\n", + "M = 14.000 Msun T = 26173 K m_ubv_I = 5.53\n", + "M = 11.200 Msun T = 26902 K m_ubv_I = 6.64\n", + "M = 9.100 Msun T = 24311 K m_ubv_I = 7.23\n", + "M = 0.480 Msun T = nan K m_ubv_I = nan\n", + "M = 18.000 Msun T = 8770 K m_ubv_I = 1.48\n", + "M = 4.500 Msun T = 15386 K m_ubv_I = 8.78\n", + "M = 1.900 Msun T = 8701 K m_ubv_I = 11.10\n", + "M = 13.500 Msun T = 28501 K m_ubv_I = 5.99\n", + "M = 20.000 Msun T = 62008 K m_ubv_I = 6.52\n", + "M = 16.000 Msun T = 27341 K m_ubv_I = 5.09\n", + "M = 19.000 Msun T = 3554 K m_ubv_I = 0.30\n", + "M = 10.000 Msun T = 17119 K m_ubv_I = 8.12\n", + "M = 3.400 Msun T = 13364 K m_ubv_I = 9.56\n", + "M = 1.800 Msun T = 8304 K m_ubv_I = 11.26\n", + "M = 20.000 Msun T = 70920 K m_ubv_I = 6.90\n", + "M = 0.840 Msun T = 4847 K m_ubv_I = 13.97\n", + "M = 1.400 Msun T = 6689 K m_ubv_I = 12.07\n", + "M = 17.000 Msun T = 24319 K m_ubv_I = 4.46\n", + "M = 0.630 Msun T = nan K m_ubv_I = nan\n", + "M = 13.000 Msun T = 26170 K m_ubv_I = 5.90\n", + "M = 1.120 Msun T = 5956 K m_ubv_I = 13.03\n", + "M = 7.800 Msun T = 22323 K m_ubv_I = 7.61\n", + " Time taken: 125.14 seconds\n", + "Isochrone generation took 347.334178 s.\n" + ] + } + ], + "source": [ + "import spisea\n", + "from spisea import evolution, synthetic\n", + "import math\n", + "# Check if the evolution class works fine\n", + "import time\n", + "import numpy as np\n", + "t1=time.time()\n", + "bps=evolution.BPASS()\n", + "iso1=synthetic.Isochrone_Binary(7.0, 0.7, 100,math.log10(1), mass_sampling=1, filepath='/g/lu/scratch/ryotainagaki/BPASS_iso_filesTimedIsolated/')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Table length=0\n", + "\n", + "\n", + "\n", + "\n", + "
massLTeffRloggisWRmass_currentphasesourcem_ubv_Um_ubv_Vm_ubv_Bm_ubv_Rm_ubv_I
solMassWKmsolMass
float64float64float64float64float64boolfloat64float64int64float64float64float64float64float64
" + ], + "text/plain": [ + "\n", + " mass L Teff R logg ... m_ubv_V m_ubv_B m_ubv_R m_ubv_I\n", + "solMass W K m ... \n", + "float64 float64 float64 float64 float64 ... float64 float64 float64 float64\n", + "------- ------- ------- ------- ------- ... ------- ------- ------- -------" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "iso1.primaries[np.where(iso1.primaries['mass']< 0)]" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Table length=0\n", + "
\n", + "\n", + "\n", + "\n", + "
masslog_aLTeffRloggisWRmass_currentphasemergedsourcem_ubv_Um_ubv_Vm_ubv_Bm_ubv_Rm_ubv_I
solMassWKmsolMass
float64float64float64float64float64float64boolfloat64float64boolint64float64float64float64float64float64
" + ], + "text/plain": [ + "\n", + " mass log_a L Teff R ... m_ubv_V m_ubv_B m_ubv_R m_ubv_I\n", + "solMass W K m ... \n", + "float64 float64 float64 float64 float64 ... float64 float64 float64 float64\n", + "------- ------- ------- ------- ------- ... ------- ------- ------- -------" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "iso1.secondaries[np.where(iso1.secondaries['mass'] < 0)]" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Table length=0\n", + "
\n", + "\n", + "\n", + "\n", + "
masslog_aLTeffRloggisWRmass_currentphasemergedsourcem_ubv_Um_ubv_Vm_ubv_Bm_ubv_Rm_ubv_I
solMassWKmsolMass
float64float64float64float64float64float64boolfloat64float64boolint64float64float64float64float64float64
" + ], + "text/plain": [ + "\n", + " mass log_a L Teff R ... m_ubv_V m_ubv_B m_ubv_R m_ubv_I\n", + "solMass W K m ... \n", + "float64 float64 float64 float64 float64 ... float64 float64 float64 float64\n", + "------- ------- ------- ------- ------- ... ------- ------- ------- -------" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "iso1.secondaries[np.where(iso1.singles['mass'] < 0)]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For a sanity check, we can see that the primaries, secondaries, and single stars have phasees of 5 or of 101. Note that we will have a phase of 110 in order to indicate a mystery compact remnant that BPASS provides for NEWSECMODS (secondary star models with compact primaries). This is since we haven't added neutron stars or black holes yet. Stars with phase of -99 exist, and those are the secondary stars that have already merged." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Changing to logg=3.50 for T= 26068 logg=3.41\n", + "Changing to logg=3.50 for T= 26167 logg=3.41\n", + "Changing to logg=3.50 for T= 26263 logg=3.42\n", + "Changing to logg=3.50 for T= 26355 logg=3.42\n", + "Changing to logg=3.50 for T= 26443 logg=3.42\n", + "Changing to logg=3.50 for T= 26528 logg=3.43\n", + "Changing to logg=3.50 for T= 26609 logg=3.43\n", + "Changing to logg=3.50 for T= 26685 logg=3.43\n", + "Changing to logg=3.50 for T= 26758 logg=3.43\n", + "Changing to logg=3.50 for T= 26826 logg=3.44\n", + "Changing to logg=3.50 for T= 26889 logg=3.44\n", + "Changing to logg=3.50 for T= 26943 logg=3.44\n", + "Changing to logg=3.50 for T= 26985 logg=3.44\n", + "Changing to logg=3.50 for T= 27008 logg=3.45\n", + "Changing to logg=3.50 for T= 27006 logg=3.45\n", + "Changing to logg=3.50 for T= 26955 logg=3.45\n", + "Changing to logg=3.50 for T= 26861 logg=3.44\n", + "Changing to logg=3.50 for T= 26740 logg=3.44\n", + "Changing to logg=3.50 for T= 26600 logg=3.44\n", + "Changing to logg=3.50 for T= 26446 logg=3.43\n", + "Changing to logg=3.50 for T= 26289 logg=3.42\n", + "Changing to logg=3.50 for T= 26128 logg=3.41\n", + "Changing to logg=3.00 for T= 21082 logg=2.99\n", + "Changing to logg=3.00 for T= 20939 logg=2.98\n", + "Changing to logg=3.00 for T= 20797 logg=2.97\n", + "Changing to logg=3.00 for T= 20655 logg=2.96\n", + "Changing to logg=3.00 for T= 20513 logg=2.94\n", + "Changing to logg=3.00 for T= 20372 logg=2.93\n", + "Changing to logg=3.00 for T= 20231 logg=2.92\n", + "Changing to logg=3.00 for T= 20091 logg=2.91\n", + "Changing to logg=3.00 for T= 19951 logg=2.90\n", + "Changing to logg=3.00 for T= 19813 logg=2.88\n", + "Changing to logg=3.00 for T= 19675 logg=2.87\n", + "Changing to logg=3.00 for T= 19538 logg=2.86\n", + "Changing to logg=3.00 for T= 19401 logg=2.85\n", + "Changing to logg=3.00 for T= 19265 logg=2.83\n", + "Changing to logg=3.00 for T= 19131 logg=2.82\n", + "Changing to logg=2.50 for T= 15896 logg=2.49\n", + "Changing to logg=2.50 for T= 15781 logg=2.48\n", + "Changing to logg=2.50 for T= 15667 logg=2.47\n", + "Changing to logg=2.50 for T= 15554 logg=2.46\n", + "Changing to logg=2.50 for T= 15442 logg=2.44\n", + "Changing to logg=2.50 for T= 15330 logg=2.43\n", + "Changing to logg=2.50 for T= 15219 logg=2.42\n", + "Changing to logg=2.50 for T= 15109 logg=2.40\n", + "Changing to logg=2.50 for T= 14999 logg=2.39\n", + "Changing to logg=2.50 for T= 14891 logg=2.38\n", + "Changing to logg=2.50 for T= 14782 logg=2.37\n", + "Changing to logg=2.50 for T= 14675 logg=2.35\n", + "Changing to logg=2.50 for T= 14569 logg=2.34\n", + "Changing to logg=2.50 for T= 14463 logg=2.33\n", + "Changing to logg=2.50 for T= 14358 logg=2.31\n", + "Changing to logg=2.50 for T= 14254 logg=2.30\n", + "Changing to logg=2.50 for T= 14150 logg=2.29\n", + "Changing to logg=2.50 for T= 14048 logg=2.27\n", + "Changing to logg=2.50 for T= 13946 logg=2.26\n", + "Changing to logg=2.50 for T= 13844 logg=2.25\n", + "Changing to logg=2.50 for T= 13744 logg=2.23\n", + "Changing to logg=2.50 for T= 13644 logg=2.22\n", + "Changing to logg=2.50 for T= 13545 logg=2.21\n", + "Changing to logg=2.50 for T= 13447 logg=2.19\n", + "Changing to logg=2.50 for T= 13350 logg=2.18\n", + "Changing to logg=2.50 for T= 13253 logg=2.17\n", + "Changing to logg=2.50 for T= 13157 logg=2.16\n", + "Changing to logg=2.50 for T= 13061 logg=2.14\n", + "Changing to logg=2.50 for T= 12967 logg=2.13\n", + "Changing to logg=2.50 for T= 12873 logg=2.12\n", + "Changing to logg=2.50 for T= 12779 logg=2.10\n", + "Changing to logg=2.50 for T= 12687 logg=2.09\n", + "Changing to logg=2.50 for T= 12595 logg=2.08\n", + "Changing to logg=2.50 for T= 12504 logg=2.06\n", + "Changing to logg=2.50 for T= 12413 logg=2.05\n", + "Changing to logg=2.50 for T= 12323 logg=2.04\n", + "Changing to logg=2.50 for T= 12234 logg=2.02\n", + "Changing to logg=2.50 for T= 12145 logg=2.01\n", + "Changing to logg=2.50 for T= 12058 logg=2.00\n", + "Changing to logg=2.50 for T= 11970 logg=1.98\n", + "Changing to logg=2.50 for T= 11884 logg=1.97\n", + "Changing to logg=2.50 for T= 11798 logg=1.96\n", + "Changing to logg=2.00 for T= 11712 logg=1.94\n", + "Changing to logg=2.00 for T= 11628 logg=1.93\n", + "Changing to logg=2.00 for T= 11543 logg=1.92\n", + "Changing to logg=2.00 for T= 11460 logg=1.90\n", + "Changing to logg=2.00 for T= 11377 logg=1.89\n", + "Changing to logg=2.00 for T= 11295 logg=1.88\n", + "Changing to logg=2.00 for T= 11213 logg=1.86\n", + "Changing to logg=2.00 for T= 11132 logg=1.85\n", + "Changing to logg=2.00 for T= 11052 logg=1.84\n", + "Changing to logg=2.00 for T= 10972 logg=1.82\n", + "Changing to logg=2.00 for T= 10893 logg=1.81\n", + "Changing to logg=2.00 for T= 10814 logg=1.80\n", + "Changing to logg=2.00 for T= 10736 logg=1.78\n", + "Changing to logg=2.00 for T= 10658 logg=1.77\n", + "Changing to logg=2.00 for T= 10582 logg=1.76\n", + "Changing to logg=2.00 for T= 10505 logg=1.74\n", + "Changing to logg=2.00 for T= 10429 logg=1.73\n", + "Changing to logg=2.00 for T= 10354 logg=1.72\n", + "Changing to logg=2.00 for T= 10280 logg=1.71\n", + "Changing to logg=2.00 for T= 10206 logg=1.69\n", + "Changing to logg=2.00 for T= 10132 logg=1.68\n", + "Changing to logg=2.00 for T= 10059 logg=1.67\n", + "Changing to logg=2.00 for T= 9987 logg=1.65\n", + "Changing to logg=2.00 for T= 9915 logg=1.64\n", + "Changing to logg=2.00 for T= 9844 logg=1.63\n", + "Changing to logg=2.00 for T= 9773 logg=1.61\n", + "Changing to logg=2.00 for T= 9703 logg=1.60\n", + "Changing to logg=2.00 for T= 9634 logg=1.59\n", + "Changing to logg=2.00 for T= 9565 logg=1.58\n", + "Changing to logg=2.00 for T= 9496 logg=1.56\n", + "Changing to logg=2.00 for T= 9359 logg=1.54\n", + "Changing to logg=2.00 for T= 9225 logg=1.51\n", + "Changing to logg=2.00 for T= 9093 logg=1.49\n", + "Changing to logg=1.50 for T= 8963 logg=1.46\n", + "Changing to logg=1.50 for T= 8836 logg=1.44\n", + "Changing to logg=1.50 for T= 8711 logg=1.41\n", + "Changing to logg=1.50 for T= 8589 logg=1.39\n", + "Changing to logg=1.50 for T= 8468 logg=1.36\n", + "Changing to logg=1.50 for T= 8350 logg=1.34\n", + "Isochrone generation took 47.311578 s.\n", + "Making photometry for isochrone: log(t) = 7.00 AKs = 0.70 dist = 100\n", + " Starting at: 2021-01-08 01:22:39.336609 Usually takes ~5 minutes\n", + "Starting filter: ubv,U Elapsed time: 0.00 seconds\n", + "Starting synthetic photometry\n", + "M = 0.112 Msun T = 3025 K m_ubv_U = 29.86\n", + "M = 2.350 Msun T = 10414 K m_ubv_U = 17.42\n", + "M = 9.793 Msun T = 24007 K m_ubv_U = 12.72\n", + "M = 17.853 Msun T = 25534 K m_ubv_U = 10.06\n", + "M = 17.889 Msun T = 15781 K m_ubv_U = 9.07\n", + "M = 17.971 Msun T = 6489 K m_ubv_U = 9.12\n", + "Starting filter: ubv,B Elapsed time: 1.18 seconds\n", + "Starting synthetic photometry\n", + "M = 0.112 Msun T = 3025 K m_ubv_B = 29.64\n", + "M = 2.350 Msun T = 10414 K m_ubv_B = 17.53\n", + "M = 9.793 Msun T = 24007 K m_ubv_B = 13.62\n", + "M = 17.853 Msun T = 25534 K m_ubv_B = 11.04\n", + "M = 17.889 Msun T = 15781 K m_ubv_B = 9.79\n", + "M = 17.971 Msun T = 6489 K m_ubv_B = 8.83\n", + "Starting filter: ubv,V Elapsed time: 2.37 seconds\n", + "Starting synthetic photometry\n", + "M = 0.112 Msun T = 3025 K m_ubv_V = 27.65\n", + "M = 2.350 Msun T = 10414 K m_ubv_V = 16.73\n", + "M = 9.793 Msun T = 24007 K m_ubv_V = 13.05\n", + "M = 17.853 Msun T = 25534 K m_ubv_V = 10.48\n", + "M = 17.889 Msun T = 15781 K m_ubv_V = 9.12\n", + "M = 17.971 Msun T = 6489 K m_ubv_V = 7.51\n", + "Starting filter: ubv,R Elapsed time: 3.59 seconds\n", + "Starting synthetic photometry\n", + "M = 0.112 Msun T = 3025 K m_ubv_R = 22.85\n", + "M = 2.350 Msun T = 10414 K m_ubv_R = 14.13\n", + "M = 9.793 Msun T = 24007 K m_ubv_R = 10.55\n", + "M = 17.853 Msun T = 25534 K m_ubv_R = 7.98\n", + "M = 17.889 Msun T = 15781 K m_ubv_R = 6.56\n", + "M = 17.971 Msun T = 6489 K m_ubv_R = 4.66\n", + "Starting filter: ubv,I Elapsed time: 4.79 seconds\n", + "Starting synthetic photometry\n", + "M = 0.112 Msun T = 3025 K m_ubv_I = 17.49\n", + "M = 2.350 Msun T = 10414 K m_ubv_I = 10.62\n", + "M = 9.793 Msun T = 24007 K m_ubv_I = 7.24\n", + "M = 17.853 Msun T = 25534 K m_ubv_I = 4.69\n", + "M = 17.889 Msun T = 15781 K m_ubv_I = 3.17\n", + "M = 17.971 Msun T = 6489 K m_ubv_I = 0.88\n", + " Time taken: 5.99 seconds\n" + ] + } + ], + "source": [ + "iso2=synthetic.IsochronePhot(7.0, 0.7, 100, math.log10(1), mass_sampling =1 , recomp=True) # New MIST v.1 isochrone for same metallicity" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "from spisea import imf\n", + "from spisea.imf import imf, multiplicity\n", + "from spisea import ifmr" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Make the clusters corresponding to the binary star isochrone and the MISTv.1 isochrone" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/table/column.py:1020: RuntimeWarning: invalid value encountered in greater_equal\n", + " result = getattr(super(), op)(other)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1522 star systems had to be deleted\n", + "1706 companions had to be deleted\n", + "Found 659 stars out of mass range\n", + "Found 129 companions out of stellar mass range\n" + ] + } + ], + "source": [ + "clus_1=synthetic.Cluster_w_Binaries(iso1, imf.Kennicutt_1983(multiplicity=multiplicity.MultiplicityResolvedDK()), 10000, ifmr=ifmr.IFMR_Spera15())\n", + "clus_2=synthetic.ResolvedCluster(iso2, imf.Kennicutt_1983(multiplicity=multiplicity.MultiplicityResolvedDK()), 10000, ifmr=ifmr.IFMR_Spera15())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's make sure that I am getting just about enough star mass for my cluster. (It was a bug before I used an adjustment factor.)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2632.0817331932444" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "clus_1.star_systems['systemMass'].sum()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1571 star systems had to be deleted\n", + "1782 companions had to be deleted\n", + "1483 star systems had to be deleted\n", + "1659 companions had to be deleted\n", + "1526 star systems had to be deleted\n", + "1718 companions had to be deleted\n", + "1493 star systems had to be deleted\n", + "1659 companions had to be deleted\n", + "1620 star systems had to be deleted\n", + "1812 companions had to be deleted\n", + "1391 star systems had to be deleted\n", + "1612 companions had to be deleted\n", + "1274 star systems had to be deleted\n", + "1436 companions had to be deleted\n", + "1018 star systems had to be deleted\n", + "1148 companions had to be deleted\n", + "1433 star systems had to be deleted\n", + "1639 companions had to be deleted\n", + "1500 star systems had to be deleted\n", + "1680 companions had to be deleted\n", + "1468 star systems had to be deleted\n", + "1644 companions had to be deleted\n", + "1252 star systems had to be deleted\n", + "1395 companions had to be deleted\n", + "1471 star systems had to be deleted\n", + "1649 companions had to be deleted\n", + "1308 star systems had to be deleted\n", + "1469 companions had to be deleted\n", + "1394 star systems had to be deleted\n", + "1561 companions had to be deleted\n", + "1456 star systems had to be deleted\n", + "1624 companions had to be deleted\n", + "1698 star systems had to be deleted\n", + "1890 companions had to be deleted\n", + "1500 star systems had to be deleted\n", + "1704 companions had to be deleted\n", + "1551 star systems had to be deleted\n", + "1755 companions had to be deleted\n", + "1475 star systems had to be deleted\n", + "1643 companions had to be deleted\n", + "1475 star systems had to be deleted\n", + "1668 companions had to be deleted\n", + "1566 star systems had to be deleted\n", + "1757 companions had to be deleted\n", + "909 star systems had to be deleted\n", + "1014 companions had to be deleted\n", + "1497 star systems had to be deleted\n", + "1697 companions had to be deleted\n", + "1530 star systems had to be deleted\n", + "1730 companions had to be deleted\n", + "1253 star systems had to be deleted\n", + "1425 companions had to be deleted\n", + "1371 star systems had to be deleted\n", + "1567 companions had to be deleted\n", + "1461 star systems had to be deleted\n", + "1654 companions had to be deleted\n", + "1230 star systems had to be deleted\n", + "1381 companions had to be deleted\n", + "1381 star systems had to be deleted\n", + "1563 companions had to be deleted\n", + "1444 star systems had to be deleted\n", + "1618 companions had to be deleted\n", + "1500 star systems had to be deleted\n", + "1688 companions had to be deleted\n", + "1695 star systems had to be deleted\n", + "1879 companions had to be deleted\n", + "1379 star systems had to be deleted\n", + "1556 companions had to be deleted\n", + "1593 star systems had to be deleted\n", + "1806 companions had to be deleted\n", + "1319 star systems had to be deleted\n", + "1505 companions had to be deleted\n", + "1379 star systems had to be deleted\n", + "1564 companions had to be deleted\n", + "1752 star systems had to be deleted\n", + "1937 companions had to be deleted\n", + "1556 star systems had to be deleted\n", + "1735 companions had to be deleted\n", + "1684 star systems had to be deleted\n", + "1910 companions had to be deleted\n", + "1728 star systems had to be deleted\n", + "1918 companions had to be deleted\n", + "1391 star systems had to be deleted\n", + "1550 companions had to be deleted\n", + "1449 star systems had to be deleted\n", + "1656 companions had to be deleted\n", + "1191 star systems had to be deleted\n", + "1341 companions had to be deleted\n", + "1458 star systems had to be deleted\n", + "1625 companions had to be deleted\n", + "1539 star systems had to be deleted\n", + "1720 companions had to be deleted\n", + "1632 star systems had to be deleted\n", + "1834 companions had to be deleted\n", + "1448 star systems had to be deleted\n", + "1616 companions had to be deleted\n", + "1554 star systems had to be deleted\n", + "1758 companions had to be deleted\n", + "1431 star systems had to be deleted\n", + "1588 companions had to be deleted\n", + "1495 star systems had to be deleted\n", + "1667 companions had to be deleted\n", + "1523 star systems had to be deleted\n", + "1706 companions had to be deleted\n", + "1516 star systems had to be deleted\n", + "1722 companions had to be deleted\n", + "1376 star systems had to be deleted\n", + "1590 companions had to be deleted\n", + "1436 star systems had to be deleted\n", + "1626 companions had to be deleted\n", + "1380 star systems had to be deleted\n", + "1572 companions had to be deleted\n", + "1491 star systems had to be deleted\n", + "1673 companions had to be deleted\n", + "1585 star systems had to be deleted\n", + "1780 companions had to be deleted\n", + "1108 star systems had to be deleted\n", + "1250 companions had to be deleted\n", + "1620 star systems had to be deleted\n", + "1799 companions had to be deleted\n", + "1488 star systems had to be deleted\n", + "1679 companions had to be deleted\n", + "1550 star systems had to be deleted\n", + "1734 companions had to be deleted\n", + "1613 star systems had to be deleted\n", + "1807 companions had to be deleted\n", + "1508 star systems had to be deleted\n", + "1689 companions had to be deleted\n", + "1573 star systems had to be deleted\n", + "1752 companions had to be deleted\n", + "1361 star systems had to be deleted\n", + "1534 companions had to be deleted\n" + ] + } + ], + "source": [ + "arr =[]\n", + "for x in range(100):\n", + " clus_1=synthetic.Cluster_w_Binaries(iso1, imf.Kennicutt_1983(multiplicity=multiplicity.MultiplicityResolvedDK()), 10000, ifmr=ifmr.IFMR_Spera15())\n", + " arr.append(clus_1.star_systems['systemMass'].sum())" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "hist, bins, patch = plt.hist(np.array(arr), bins=30, histtype='step', label='BPASS clusters with x mass')\n", + "plt.title(\"BPASS cluster mass distribution (# of models within mass bin over mass)\")\n", + "print(np.median(np.array(arr)))\n", + "plt.xlabel(\"Initial total mass of the cluster in solar masses\")\n", + "plt.ylabel(\"# of times cluster of that mass was generated\")\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "clus_1.companions['mass']" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.hist(iso1.primaries['mass'], bins=30)\n", + "plt.yscale('log')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.hist(iso1.secondaries['mass'], bins=30)\n", + "plt.yscale('log')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.hist(iso1.singles['mass'], bins=30)\n", + "plt.yscale('log')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.hist(clus_1.star_systems['systemMass'], bins=30)\n", + "plt.yscale('log')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.hist(clus_2.star_systems['systemMass'], bins=30)\n", + "plt.yscale('log')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "hist, bins, patch = plt.hist(clus_1.star_systems['systemMass'], bins=30, histtype='step', label='BPASS')\n", + "plt.hist(clus_2.star_systems['systemMass'], bins=bins, histtype='step', label='MISTv.1')\n", + "plt.xlabel(\"initial mass in solar masses\")\n", + "plt.title(\"mass distribution plots of the companions on logarithmic scale of the horizontal axis.\")\n", + "plt.yscale('log')\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "hist, bins, patch = plt.hist(clus_1.star_systems['mass'], bins=30, histtype='step', label='BPASS')\n", + "plt.hist(clus_2.star_systems['mass'], bins=bins, histtype='step', label='MISTv.1')\n", + "plt.xlabel(\"initial mass in solar masses\")\n", + "plt.title(\"mass distribution plots of the companions on logarithmic scale of the horizontal axis.\")\n", + "plt.yscale('log')\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "hist, bins, patch = plt.hist(clus_1.companions['mass'], bins=30, histtype='step', label='BPASS')\n", + "plt.hist(clus_2.companions['mass'], bins=30, histtype='step', label='MISTv.1')\n", + "plt.xlabel(\"initial mass in solar masses\")\n", + "plt.title(\"mass distribution plots of the companions on logarithmic scale of the horizontal axis.\")\n", + "plt.yscale('log')\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Comparison with the MIST v1 cluster\n", + "clus_2.star_systems['systemMass'].sum()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.hist(iso1.primaries['mass'], bins=30)\n", + "plt.yscale('log')\n", + "plt.xlabel(\"initial mass in solar masses\")\n", + "plt.title(\"mass distribution plots of the primaries on logarithmic scale of the horizontal axis.\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.hist(iso1.singles['mass'], bins=30)\n", + "plt.yscale('log')\n", + "plt.xlabel(\"initial mass in solar masses\")\n", + "plt.title(\"mass distribution plots of the singles on logarithmic scale of the horizontal axis.\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.hist(iso1.secondaries['mass'], bins=30)\n", + "plt.yscale('log')\n", + "plt.xlabel(\"initial mass in solar masses\")\n", + "plt.title(\"mass distribution plots of the secondaries on logarithmic scale of the horizontal axis.\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "np.where(iso1.secondaries['mass']>iso1.primaries['mass'])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "np.unique(iso1.primaries[np.where(iso1.secondaries['mass']>iso1.primaries['mass'])]['source'])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "clus_2.star_systems['systemMass'].sum()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "hist, bins, patch = plt.hist(clus_1.companions['log_a'], bins=30, histtype='step', label='BPASS')\n", + "plt.hist(clus_2.companions['log_a'], bins=30, histtype='step', label='MISTv.1')\n", + "plt.legend()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "astroconda", + "language": "python", + "name": "astroconda" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/Cluster_Mass_Error_Demonstration/Error Demonstration 10^9 yr old Kennicutt.ipynb b/Cluster_Mass_Error_Demonstration/Error Demonstration 10^9 yr old Kennicutt.ipynb new file mode 100644 index 00000000..7ada8d8d --- /dev/null +++ b/Cluster_Mass_Error_Demonstration/Error Demonstration 10^9 yr old Kennicutt.ipynb @@ -0,0 +1,1266 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Testing the BPASS cluster at 10^9 years age.\n", + "Here, I try to create a 10000 solar mass BPASS cluster and ResolvedCluster. **This is to demonstrate the issue I have with the mass-matching inside of the Binary_Cluster implementation.**" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/pysynphot/locations.py:346: UserWarning: Extinction files not found in /g/lu/models/cdbs/extinction\n", + " warnings.warn('Extinction files not found in %s' % (extdir, ))\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/pysynphot/refs.py:125: UserWarning: No thermal tables found, no thermal calculations can be performed. No files found for /g/lu/models/cdbs/mtab/*_tmt.fits\n", + " 'no thermal calculations can be performed. ' + str(e))\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/units/quantity.py:477: RuntimeWarning: invalid value encountered in true_divide\n", + " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n", + "/u/ryotainagaki/Desktop/PyPopStar/spisea/evolution.py:1794: RuntimeWarning: overflow encountered in power\n", + " (1 / cs.au) * un.m)\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/table/column.py:1020: RuntimeWarning: invalid value encountered in greater\n", + " result = getattr(super(), op)(other)\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/units/quantity.py:477: RuntimeWarning: divide by zero encountered in true_divide\n", + " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Changing to logg=5.00 for T= 23286 logg=5.78\n", + "Changing to logg=5.00 for T= 17733 logg=5.24\n", + "Changing to logg=5.00 for T= 24377 logg=5.87\n", + "Changing to logg=5.00 for T= 24403 logg=5.91\n", + "Changing to logg=5.00 for T= 26316 logg=5.57\n", + "Changing to logg=5.00 for T= 26930 logg=5.65\n", + "Changing to logg=5.00 for T= 24518 logg=6.01\n", + "Changing to logg=5.00 for T= 25618 logg=5.53\n", + "Changing to logg=5.00 for T= 26119 logg=5.75\n", + "Changing to logg=5.00 for T= 24305 logg=6.01\n", + "Changing to logg=5.00 for T= 26134 logg=5.73\n", + "Changing to logg=5.00 for T= 16799 logg=5.12\n", + "Changing to logg=5.00 for T= 20198 logg=5.51\n", + "Changing to logg=5.00 for T= 27134 logg=5.64\n", + "Changing to logg=5.00 for T= 26114 logg=5.72\n", + "Changing to logg=5.00 for T= 24452 logg=5.99\n", + "Changing to logg=5.00 for T= 22084 logg=5.78\n", + "Changing to logg=5.00 for T= 22961 logg=5.92\n", + "Changing to logg=5.00 for T= 21333 logg=5.59\n", + "Changing to logg=5.00 for T= 23774 logg=6.99\n", + "Changing to logg=5.00 for T= 23264 logg=5.77\n", + "Changing to logg=5.00 for T= 23096 logg=5.56\n", + "Changing to logg=5.00 for T= 27240 logg=5.65\n", + "Changing to logg=5.00 for T= 22114 logg=5.26\n", + "Changing to logg=5.00 for T= 26757 logg=5.79\n", + "Changing to logg=5.00 for T= 20983 logg=5.17\n", + "Changing to logg=5.00 for T= 26427 logg=5.72\n", + "Changing to logg=5.00 for T= 22135 logg=6.94\n", + "Changing to logg=5.00 for T= 24306 logg=5.43\n", + "Changing to logg=5.00 for T= 24820 logg=6.17\n", + "Changing to logg=5.00 for T= 24008 logg=6.91\n", + "Changing to logg=5.00 for T= 27188 logg=5.67\n", + "Changing to logg=5.00 for T= 21570 logg=5.64\n", + "Changing to logg=5.00 for T= 25553 logg=5.87\n", + "Changing to logg=5.00 for T= 18719 logg=5.30\n", + "Changing to logg=5.00 for T= 25509 logg=5.94\n", + "Changing to logg=5.00 for T= 25707 logg=5.88\n", + "Changing to logg=5.00 for T= 22982 logg=5.76\n", + "Changing to logg=5.00 for T= 24495 logg=5.62\n", + "Changing to logg=5.00 for T= 23626 logg=5.99\n", + "Changing to logg=5.00 for T= 17042 logg=5.14\n", + "Changing to logg=5.00 for T= 24739 logg=6.19\n", + "Changing to logg=5.00 for T= 25963 logg=5.80\n", + "Changing to logg=5.00 for T= 23984 logg=6.88\n", + "Changing to logg=5.00 for T= 19593 logg=6.97\n", + "Changing to logg=5.00 for T= 24124 logg=5.48\n", + "Changing to logg=5.00 for T= 25973 logg=5.55\n", + "Changing to logg=5.00 for T= 21304 logg=5.48\n", + "Changing to logg=5.00 for T= 26020 logg=5.81\n", + "Changing to logg=5.00 for T= 25999 logg=5.76\n", + "Changing to logg=5.00 for T= 22646 logg=5.73\n", + "Changing to logg=5.00 for T= 25848 logg=5.79\n", + "Changing to logg=5.00 for T= 26959 logg=5.63\n", + "Changing to logg=5.00 for T= 27359 logg=5.67\n", + "Changing to logg=5.00 for T= 26907 logg=5.63\n", + "Changing to logg=5.00 for T= 21104 logg=5.60\n", + "Changing to logg=5.00 for T= 26100 logg=5.77\n", + "Changing to logg=5.00 for T= 22179 logg=5.92\n", + "Changing to logg=5.00 for T= 22891 logg=5.32\n", + "Changing to logg=5.00 for T= 21139 logg=5.58\n", + "Changing to logg=5.00 for T= 24444 logg=5.91\n", + "Changing to logg=5.00 for T= 20689 logg=5.14\n", + "Changing to logg=5.00 for T= 26317 logg=5.76\n", + "Changing to logg=5.00 for T= 26494 logg=5.69\n", + "Changing to logg=5.00 for T= 17875 logg=5.24\n", + "Changing to logg=5.00 for T= 18636 logg=5.32\n", + "Changing to logg=5.00 for T= 25863 logg=5.74\n", + "Changing to logg=5.00 for T= 24009 logg=5.86\n", + "Changing to logg=5.00 for T= 21888 logg=5.45\n", + "Changing to logg=5.00 for T= 23501 logg=5.37\n", + "Changing to logg=5.00 for T= 26095 logg=5.78\n", + "Changing to logg=5.00 for T= 27193 logg=5.64\n", + "Changing to logg=5.00 for T= 26146 logg=5.79\n", + "Changing to logg=5.00 for T= 22008 logg=7.09\n", + "Changing to logg=5.00 for T= 24403 logg=5.88\n", + "Changing to logg=5.00 for T= 19749 logg=5.03\n", + "Changing to logg=5.00 for T= 26204 logg=5.71\n", + "Changing to logg=5.00 for T= 26196 logg=5.70\n", + "Changing to logg=5.00 for T= 22245 logg=6.65\n", + "Changing to logg=5.00 for T= 25914 logg=5.89\n", + "Changing to logg=5.00 for T= 21142 logg=5.20\n", + "Changing to logg=5.00 for T= 24186 logg=5.42\n", + "Making photometry for isochrone: log(t) = 9.00 AKs = 0.70 dist = 100\n", + " Starting at: 2021-01-08 01:19:55.007527 Usually takes ~5 minutes\n", + "Starting filter: ubv,U Elapsed time: 0.00 seconds\n", + "Starting synthetic photometry\n", + "Singles\n", + "M = 1.440 Msun T = 6673 K m_ubv_U = 19.68\n", + "M = 3.200 Msun T = 10963 K m_ubv_U = 27.99\n", + "Primaries\n", + "M = 0.398 Msun T = nan K m_ubv_U = nan\n", + "M = 3.200 Msun T = 11170 K m_ubv_U = 28.18\n", + "M = 1.000 Msun T = nan K m_ubv_U = nan\n", + "M = 2.000 Msun T = 7188 K m_ubv_U = 17.80\n", + "M = 1.000 Msun T = nan K m_ubv_U = nan\n", + "M = 5.000 Msun T = 11503 K m_ubv_U = 28.39\n", + "M = 0.631 Msun T = nan K m_ubv_U = nan\n", + "M = 1.259 Msun T = nan K m_ubv_U = nan\n", + "M = 0.794 Msun T = nan K m_ubv_U = nan\n", + "M = 3.200 Msun T = 10978 K m_ubv_U = 27.99\n", + "M = 1.400 Msun T = nan K m_ubv_U = nan\n", + "M = 4.000 Msun T = 11435 K m_ubv_U = 28.17\n", + "M = 2.000 Msun T = 7250 K m_ubv_U = 17.80\n", + "M = 2.100 Msun T = 6638 K m_ubv_U = 17.64\n", + "M = 3.500 Msun T = 12654 K m_ubv_U = 28.16\n", + "M = 1.700 Msun T = 7133 K m_ubv_U = 17.86\n", + "M = 1.800 Msun T = 7355 K m_ubv_U = 18.42\n", + "M = 2.000 Msun T = 7250 K m_ubv_U = 17.80\n", + "M = 1.400 Msun T = nan K m_ubv_U = nan\n", + "M = 2.700 Msun T = 12885 K m_ubv_U = 28.17\n", + "M = 4.500 Msun T = 10856 K m_ubv_U = 28.39\n", + "M = 1.400 Msun T = nan K m_ubv_U = nan\n", + "M = 1.600 Msun T = 7037 K m_ubv_U = 19.08\n", + "M = 1.700 Msun T = 7242 K m_ubv_U = 18.75\n", + "M = 0.631 Msun T = nan K m_ubv_U = nan\n", + "M = 7.943 Msun T = 2739 K m_ubv_U = 33.22\n", + "M = 0.631 Msun T = nan K m_ubv_U = nan\n", + "M = 4.000 Msun T = 10127 K m_ubv_U = 28.26\n", + "M = 1.200 Msun T = 6151 K m_ubv_U = 20.85\n", + "M = 2.000 Msun T = 7250 K m_ubv_U = 17.80\n", + "M = 1.900 Msun T = 7312 K m_ubv_U = 18.07\n", + "M = 0.794 Msun T = nan K m_ubv_U = nan\n", + "M = 2.000 Msun T = 7188 K m_ubv_U = 17.80\n", + "M = 1.700 Msun T = 7246 K m_ubv_U = 18.74\n", + "M = 1.800 Msun T = 7355 K m_ubv_U = 18.42\n", + "M = 4.000 Msun T = 11144 K m_ubv_U = 28.23\n", + "M = 3.000 Msun T = 11468 K m_ubv_U = 27.77\n", + "M = 0.501 Msun T = nan K m_ubv_U = nan\n", + "M = 5.012 Msun T = 2739 K m_ubv_U = 33.22\n", + "M = 3.700 Msun T = 12543 K m_ubv_U = 28.16\n", + "M = 3.200 Msun T = 10973 K m_ubv_U = 27.99\n", + "M = 2.000 Msun T = 7250 K m_ubv_U = 17.80\n", + "M = 1.800 Msun T = 7355 K m_ubv_U = 18.42\n", + "M = 5.000 Msun T = 10786 K m_ubv_U = 28.41\n", + "Secondaries\n", + "M = 1.900 Msun T = 7266 K m_ubv_U = 17.88\n", + "M = 0.320 Msun T = nan K m_ubv_U = nan\n", + "M = 2.300 Msun T = 4923 K m_ubv_U = 17.30\n", + "M = 0.200 Msun T = 3299 K m_ubv_U = 29.80\n", + "M = 3.500 Msun T = 11388 K m_ubv_U = 27.96\n", + "M = 3.000 Msun T = 12026 K m_ubv_U = 15.93\n", + "M = 1.900 Msun T = 7266 K m_ubv_U = 17.88\n", + "M = 4.500 Msun T = 11882 K m_ubv_U = 28.16\n", + "M = 2.500 Msun T = 17317 K m_ubv_U = 26.55\n", + "M = 2.880 Msun T = 8175 K m_ubv_U = 15.62\n", + "M = 3.700 Msun T = 11133 K m_ubv_U = 28.18\n", + "M = 3.600 Msun T = 9273 K m_ubv_U = 14.60\n", + "M = 1.000 Msun T = 5608 K m_ubv_U = 21.96\n", + "M = 0.420 Msun T = 2424 K m_ubv_U = 30.76\n", + "M = 1.750 Msun T = nan K m_ubv_U = nan\n", + "M = 0.170 Msun T = nan K m_ubv_U = nan\n", + "M = 1.620 Msun T = 7460 K m_ubv_U = 18.71\n", + "M = 1.200 Msun T = 6207 K m_ubv_U = 20.65\n", + "M = 7.000 Msun T = 17765 K m_ubv_U = 28.78\n", + "M = 1.350 Msun T = nan K m_ubv_U = nan\n", + "M = 4.050 Msun T = 10873 K m_ubv_U = 13.74\n", + "M = 2.500 Msun T = 15710 K m_ubv_U = 18.08\n", + "M = 0.960 Msun T = 5540 K m_ubv_U = 21.88\n", + "M = 0.680 Msun T = 3924 K m_ubv_U = 25.25\n", + "M = 2.000 Msun T = 7152 K m_ubv_U = 17.60\n", + "M = 40.000 Msun T = 10250 K m_ubv_U = 26.90\n", + "M = 3.500 Msun T = 11388 K m_ubv_U = 27.96\n", + "M = 1.200 Msun T = 5961 K m_ubv_U = 20.86\n", + "M = 0.600 Msun T = 3462 K m_ubv_U = 26.66\n", + "M = 0.600 Msun T = 3950 K m_ubv_U = 26.04\n", + "M = 0.570 Msun T = 3878 K m_ubv_U = 26.34\n", + "M = 3.000 Msun T = 11498 K m_ubv_U = 27.77\n", + "M = 1.400 Msun T = 6747 K m_ubv_U = 19.64\n", + "M = 0.340 Msun T = 1962 K m_ubv_U = 33.22\n", + "M = 0.720 Msun T = 4155 K m_ubv_U = 24.64\n", + "M = 2.000 Msun T = 7108 K m_ubv_U = 17.60\n", + "M = 1.500 Msun T = 7084 K m_ubv_U = 19.30\n", + "M = 1.200 Msun T = 6155 K m_ubv_U = 20.66\n", + "M = 7.000 Msun T = 17707 K m_ubv_U = 28.78\n", + "M = 0.740 Msun T = nan K m_ubv_U = nan\n", + "M = 1.920 Msun T = 8764 K m_ubv_U = 17.86\n", + "M = 1.800 Msun T = 7808 K m_ubv_U = 18.08\n", + "M = 0.900 Msun T = 5193 K m_ubv_U = 22.45\n", + "M = 4.000 Msun T = 11312 K m_ubv_U = 13.81\n", + "Starting filter: ubv,V Elapsed time: 26.91 seconds\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Starting synthetic photometry\n", + "Singles\n", + "M = 1.440 Msun T = 6673 K m_ubv_V = 18.36\n", + "M = 3.200 Msun T = 10963 K m_ubv_V = 27.51\n", + "Primaries\n", + "M = 0.398 Msun T = nan K m_ubv_V = nan\n", + "M = 3.200 Msun T = 11170 K m_ubv_V = 27.73\n", + "M = 1.000 Msun T = nan K m_ubv_V = nan\n", + "M = 2.000 Msun T = 7188 K m_ubv_V = 16.54\n", + "M = 1.000 Msun T = nan K m_ubv_V = nan\n", + "M = 5.000 Msun T = 11503 K m_ubv_V = 27.98\n", + "M = 0.631 Msun T = nan K m_ubv_V = nan\n", + "M = 1.259 Msun T = nan K m_ubv_V = nan\n", + "M = 0.794 Msun T = nan K m_ubv_V = nan\n", + "M = 3.200 Msun T = 10978 K m_ubv_V = 27.51\n", + "M = 1.400 Msun T = nan K m_ubv_V = nan\n", + "M = 4.000 Msun T = 11435 K m_ubv_V = 27.74\n", + "M = 2.000 Msun T = 7250 K m_ubv_V = 16.55\n", + "M = 2.100 Msun T = 6638 K m_ubv_V = 16.26\n", + "M = 3.500 Msun T = 12654 K m_ubv_V = 27.82\n", + "M = 1.700 Msun T = 7133 K m_ubv_V = 16.59\n", + "M = 1.800 Msun T = 7355 K m_ubv_V = 17.20\n", + "M = 2.000 Msun T = 7250 K m_ubv_V = 16.55\n", + "M = 1.400 Msun T = nan K m_ubv_V = nan\n", + "M = 2.700 Msun T = 12885 K m_ubv_V = 27.84\n", + "M = 4.500 Msun T = 10856 K m_ubv_V = 27.93\n", + "M = 1.400 Msun T = nan K m_ubv_V = nan\n", + "M = 1.600 Msun T = 7037 K m_ubv_V = 17.83\n", + "M = 1.700 Msun T = 7242 K m_ubv_V = 17.52\n", + "M = 0.631 Msun T = nan K m_ubv_V = nan\n", + "M = 7.943 Msun T = 2739 K m_ubv_V = 29.80\n", + "M = 0.631 Msun T = nan K m_ubv_V = nan\n", + "M = 4.000 Msun T = 10127 K m_ubv_V = 27.75\n", + "M = 1.200 Msun T = 6151 K m_ubv_V = 19.34\n", + "M = 2.000 Msun T = 7250 K m_ubv_V = 16.55\n", + "M = 1.900 Msun T = 7312 K m_ubv_V = 16.84\n", + "M = 0.794 Msun T = nan K m_ubv_V = nan\n", + "M = 2.000 Msun T = 7188 K m_ubv_V = 16.54\n", + "M = 1.700 Msun T = 7246 K m_ubv_V = 17.52\n", + "M = 1.800 Msun T = 7355 K m_ubv_V = 17.20\n", + "M = 4.000 Msun T = 11144 K m_ubv_V = 27.78\n", + "M = 3.000 Msun T = 11468 K m_ubv_V = 27.31\n", + "M = 0.501 Msun T = nan K m_ubv_V = nan\n", + "M = 5.012 Msun T = 2739 K m_ubv_V = 29.80\n", + "M = 3.700 Msun T = 12543 K m_ubv_V = 27.81\n", + "M = 3.200 Msun T = 10973 K m_ubv_V = 27.51\n", + "M = 2.000 Msun T = 7250 K m_ubv_V = 16.55\n", + "M = 1.800 Msun T = 7355 K m_ubv_V = 17.20\n", + "M = 5.000 Msun T = 10786 K m_ubv_V = 27.95\n", + "Secondaries\n", + "M = 1.900 Msun T = 7266 K m_ubv_V = 16.98\n", + "M = 0.320 Msun T = nan K m_ubv_V = nan\n", + "M = 2.300 Msun T = 4923 K m_ubv_V = 15.43\n", + "M = 0.200 Msun T = 3299 K m_ubv_V = 26.72\n", + "M = 3.500 Msun T = 11388 K m_ubv_V = 27.51\n", + "M = 3.000 Msun T = 12026 K m_ubv_V = 15.82\n", + "M = 1.900 Msun T = 7266 K m_ubv_V = 16.98\n", + "M = 4.500 Msun T = 11882 K m_ubv_V = 27.76\n", + "M = 2.500 Msun T = 17317 K m_ubv_V = 26.44\n", + "M = 2.880 Msun T = 8175 K m_ubv_V = 14.95\n", + "M = 3.700 Msun T = 11133 K m_ubv_V = 27.73\n", + "M = 3.600 Msun T = 9273 K m_ubv_V = 14.14\n", + "M = 1.000 Msun T = 5608 K m_ubv_V = 20.45\n", + "M = 0.420 Msun T = 2424 K m_ubv_V = 27.31\n", + "M = 1.750 Msun T = nan K m_ubv_V = nan\n", + "M = 0.170 Msun T = nan K m_ubv_V = nan\n", + "M = 1.620 Msun T = 7460 K m_ubv_V = 17.86\n", + "M = 1.200 Msun T = 6207 K m_ubv_V = 19.40\n", + "M = 7.000 Msun T = 17765 K m_ubv_V = 28.75\n", + "M = 1.350 Msun T = nan K m_ubv_V = nan\n", + "M = 4.050 Msun T = 10873 K m_ubv_V = 13.51\n", + "M = 2.500 Msun T = 15710 K m_ubv_V = 18.23\n", + "M = 0.960 Msun T = 5540 K m_ubv_V = 20.34\n", + "M = 0.680 Msun T = 3924 K m_ubv_V = 22.69\n", + "M = 2.000 Msun T = 7152 K m_ubv_V = 16.67\n", + "M = 40.000 Msun T = 10250 K m_ubv_V = 26.24\n", + "M = 3.500 Msun T = 11388 K m_ubv_V = 27.51\n", + "M = 1.200 Msun T = 5961 K m_ubv_V = 19.51\n", + "M = 0.600 Msun T = 3462 K m_ubv_V = 23.72\n", + "M = 0.600 Msun T = 3950 K m_ubv_V = 23.49\n", + "M = 0.570 Msun T = 3878 K m_ubv_V = 23.74\n", + "M = 3.000 Msun T = 11498 K m_ubv_V = 27.31\n", + "M = 1.400 Msun T = 6747 K m_ubv_V = 18.58\n", + "M = 0.340 Msun T = 1962 K m_ubv_V = 30.01\n", + "M = 0.720 Msun T = 4155 K m_ubv_V = 22.26\n", + "M = 2.000 Msun T = 7108 K m_ubv_V = 16.66\n", + "M = 1.500 Msun T = 7084 K m_ubv_V = 18.34\n", + "M = 1.200 Msun T = 6155 K m_ubv_V = 19.39\n", + "M = 7.000 Msun T = 17707 K m_ubv_V = 28.74\n", + "M = 0.740 Msun T = nan K m_ubv_V = nan\n", + "M = 1.920 Msun T = 8764 K m_ubv_V = 17.30\n", + "M = 1.800 Msun T = 7808 K m_ubv_V = 17.32\n", + "M = 0.900 Msun T = 5193 K m_ubv_V = 20.74\n", + "M = 4.000 Msun T = 11312 K m_ubv_V = 13.62\n", + "Starting filter: ubv,B Elapsed time: 53.08 seconds\n", + "Starting synthetic photometry\n", + "Singles\n", + "M = 1.440 Msun T = 6673 K m_ubv_B = 19.76\n", + "M = 3.200 Msun T = 10963 K m_ubv_B = 28.56\n", + "Primaries\n", + "M = 0.398 Msun T = nan K m_ubv_B = nan\n", + "M = 3.200 Msun T = 11170 K m_ubv_B = 28.78\n", + "M = 1.000 Msun T = nan K m_ubv_B = nan\n", + "M = 2.000 Msun T = 7188 K m_ubv_B = 17.78\n", + "M = 1.000 Msun T = nan K m_ubv_B = nan\n", + "M = 5.000 Msun T = 11503 K m_ubv_B = 29.02\n", + "M = 0.631 Msun T = nan K m_ubv_B = nan\n", + "M = 1.259 Msun T = nan K m_ubv_B = nan\n", + "M = 0.794 Msun T = nan K m_ubv_B = nan\n", + "M = 3.200 Msun T = 10978 K m_ubv_B = 28.56\n", + "M = 1.400 Msun T = nan K m_ubv_B = nan\n", + "M = 4.000 Msun T = 11435 K m_ubv_B = 28.78\n", + "M = 2.000 Msun T = 7250 K m_ubv_B = 17.78\n", + "M = 2.100 Msun T = 6638 K m_ubv_B = 17.63\n", + "M = 3.500 Msun T = 12654 K m_ubv_B = 28.82\n", + "M = 1.700 Msun T = 7133 K m_ubv_B = 17.84\n", + "M = 1.800 Msun T = 7355 K m_ubv_B = 18.42\n", + "M = 2.000 Msun T = 7250 K m_ubv_B = 17.78\n", + "M = 1.400 Msun T = nan K m_ubv_B = nan\n", + "M = 2.700 Msun T = 12885 K m_ubv_B = 28.84\n", + "M = 4.500 Msun T = 10856 K m_ubv_B = 28.99\n", + "M = 1.400 Msun T = nan K m_ubv_B = nan\n", + "M = 1.600 Msun T = 7037 K m_ubv_B = 19.12\n", + "M = 1.700 Msun T = 7242 K m_ubv_B = 18.77\n", + "M = 0.631 Msun T = nan K m_ubv_B = nan\n", + "M = 7.943 Msun T = 2739 K m_ubv_B = 33.10\n", + "M = 0.631 Msun T = nan K m_ubv_B = nan\n", + "M = 4.000 Msun T = 10127 K m_ubv_B = 28.83\n", + "M = 1.200 Msun T = 6151 K m_ubv_B = 20.90\n", + "M = 2.000 Msun T = 7250 K m_ubv_B = 17.78\n", + "M = 1.900 Msun T = 7312 K m_ubv_B = 18.06\n", + "M = 0.794 Msun T = nan K m_ubv_B = nan\n", + "M = 2.000 Msun T = 7188 K m_ubv_B = 17.78\n", + "M = 1.700 Msun T = 7246 K m_ubv_B = 18.76\n", + "M = 1.800 Msun T = 7355 K m_ubv_B = 18.42\n", + "M = 4.000 Msun T = 11144 K m_ubv_B = 28.83\n", + "M = 3.000 Msun T = 11468 K m_ubv_B = 28.34\n", + "M = 0.501 Msun T = nan K m_ubv_B = nan\n", + "M = 5.012 Msun T = 2739 K m_ubv_B = 33.10\n", + "M = 3.700 Msun T = 12543 K m_ubv_B = 28.81\n", + "M = 3.200 Msun T = 10973 K m_ubv_B = 28.56\n", + "M = 2.000 Msun T = 7250 K m_ubv_B = 17.78\n", + "M = 1.800 Msun T = 7355 K m_ubv_B = 18.42\n", + "M = 5.000 Msun T = 10786 K m_ubv_B = 29.02\n", + "Secondaries\n", + "M = 1.900 Msun T = 7266 K m_ubv_B = 18.36\n", + "M = 0.320 Msun T = nan K m_ubv_B = nan\n", + "M = 2.300 Msun T = 4923 K m_ubv_B = 17.38\n", + "M = 0.200 Msun T = 3299 K m_ubv_B = 29.53\n", + "M = 3.500 Msun T = 11388 K m_ubv_B = 28.55\n", + "M = 3.000 Msun T = 12026 K m_ubv_B = 16.74\n", + "M = 1.900 Msun T = 7266 K m_ubv_B = 18.36\n", + "M = 4.500 Msun T = 11882 K m_ubv_B = 28.78\n", + "M = 2.500 Msun T = 17317 K m_ubv_B = 27.25\n", + "M = 2.880 Msun T = 8175 K m_ubv_B = 16.20\n", + "M = 3.700 Msun T = 11133 K m_ubv_B = 28.78\n", + "M = 3.600 Msun T = 9273 K m_ubv_B = 15.26\n", + "M = 1.000 Msun T = 5608 K m_ubv_B = 22.18\n", + "M = 0.420 Msun T = 2424 K m_ubv_B = 30.95\n", + "M = 1.750 Msun T = nan K m_ubv_B = nan\n", + "M = 0.170 Msun T = nan K m_ubv_B = nan\n", + "M = 1.620 Msun T = 7460 K m_ubv_B = 19.21\n", + "M = 1.200 Msun T = 6207 K m_ubv_B = 20.98\n", + "M = 7.000 Msun T = 17765 K m_ubv_B = 29.63\n", + "M = 1.350 Msun T = nan K m_ubv_B = nan\n", + "M = 4.050 Msun T = 10873 K m_ubv_B = 14.51\n", + "M = 2.500 Msun T = 15710 K m_ubv_B = 19.01\n", + "M = 0.960 Msun T = 5540 K m_ubv_B = 22.10\n", + "M = 0.680 Msun T = 3924 K m_ubv_B = 25.09\n", + "M = 2.000 Msun T = 7152 K m_ubv_B = 18.07\n", + "M = 40.000 Msun T = 10250 K m_ubv_B = 27.29\n", + "M = 3.500 Msun T = 11388 K m_ubv_B = 28.55\n", + "M = 1.200 Msun T = 5961 K m_ubv_B = 21.15\n", + "M = 0.600 Msun T = 3462 K m_ubv_B = 26.41\n", + "M = 0.600 Msun T = 3950 K m_ubv_B = 25.88\n", + "M = 0.570 Msun T = 3878 K m_ubv_B = 26.17\n", + "M = 3.000 Msun T = 11498 K m_ubv_B = 28.34\n", + "M = 1.400 Msun T = 6747 K m_ubv_B = 20.05\n", + "M = 0.340 Msun T = 1962 K m_ubv_B = 34.21\n", + "M = 0.720 Msun T = 4155 K m_ubv_B = 24.54\n", + "M = 2.000 Msun T = 7108 K m_ubv_B = 18.06\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "M = 1.500 Msun T = 7084 K m_ubv_B = 19.75\n", + "M = 1.200 Msun T = 6155 K m_ubv_B = 20.99\n", + "M = 7.000 Msun T = 17707 K m_ubv_B = 29.62\n", + "M = 0.740 Msun T = nan K m_ubv_B = nan\n", + "M = 1.920 Msun T = 8764 K m_ubv_B = 18.48\n", + "M = 1.800 Msun T = 7808 K m_ubv_B = 18.62\n", + "M = 0.900 Msun T = 5193 K m_ubv_B = 22.60\n", + "M = 4.000 Msun T = 11312 K m_ubv_B = 14.59\n", + "Starting filter: ubv,R Elapsed time: 80.18 seconds\n", + "Starting synthetic photometry\n", + "Singles\n", + "M = 1.440 Msun T = 6673 K m_ubv_R = 15.49\n", + "M = 3.200 Msun T = 10963 K m_ubv_R = 24.87\n", + "Primaries\n", + "M = 0.398 Msun T = nan K m_ubv_R = nan\n", + "M = 3.200 Msun T = 11170 K m_ubv_R = 25.09\n", + "M = 1.000 Msun T = nan K m_ubv_R = nan\n", + "M = 2.000 Msun T = 7188 K m_ubv_R = 13.74\n", + "M = 1.000 Msun T = nan K m_ubv_R = nan\n", + "M = 5.000 Msun T = 11503 K m_ubv_R = 25.35\n", + "M = 0.631 Msun T = nan K m_ubv_R = nan\n", + "M = 1.259 Msun T = nan K m_ubv_R = nan\n", + "M = 0.794 Msun T = nan K m_ubv_R = nan\n", + "M = 3.200 Msun T = 10978 K m_ubv_R = 24.87\n", + "M = 1.400 Msun T = nan K m_ubv_R = nan\n", + "M = 4.000 Msun T = 11435 K m_ubv_R = 25.11\n", + "M = 2.000 Msun T = 7250 K m_ubv_R = 13.75\n", + "M = 2.100 Msun T = 6638 K m_ubv_R = 13.39\n", + "M = 3.500 Msun T = 12654 K m_ubv_R = 25.23\n", + "M = 1.700 Msun T = 7133 K m_ubv_R = 13.78\n", + "M = 1.800 Msun T = 7355 K m_ubv_R = 14.41\n", + "M = 2.000 Msun T = 7250 K m_ubv_R = 13.75\n", + "M = 1.400 Msun T = nan K m_ubv_R = nan\n", + "M = 2.700 Msun T = 12885 K m_ubv_R = 25.26\n", + "M = 4.500 Msun T = 10856 K m_ubv_R = 25.28\n", + "M = 1.400 Msun T = nan K m_ubv_R = nan\n", + "M = 1.600 Msun T = 7037 K m_ubv_R = 15.00\n", + "M = 1.700 Msun T = 7242 K m_ubv_R = 14.72\n", + "M = 0.631 Msun T = nan K m_ubv_R = nan\n", + "M = 7.943 Msun T = 2739 K m_ubv_R = 25.90\n", + "M = 0.631 Msun T = nan K m_ubv_R = nan\n", + "M = 4.000 Msun T = 10127 K m_ubv_R = 25.06\n", + "M = 1.200 Msun T = 6151 K m_ubv_R = 16.40\n", + "M = 2.000 Msun T = 7250 K m_ubv_R = 13.75\n", + "M = 1.900 Msun T = 7312 K m_ubv_R = 14.05\n", + "M = 0.794 Msun T = nan K m_ubv_R = nan\n", + "M = 2.000 Msun T = 7188 K m_ubv_R = 13.74\n", + "M = 1.700 Msun T = 7246 K m_ubv_R = 14.71\n", + "M = 1.800 Msun T = 7355 K m_ubv_R = 14.41\n", + "M = 4.000 Msun T = 11144 K m_ubv_R = 25.14\n", + "M = 3.000 Msun T = 11468 K m_ubv_R = 24.69\n", + "M = 0.501 Msun T = nan K m_ubv_R = nan\n", + "M = 5.012 Msun T = 2739 K m_ubv_R = 25.90\n", + "M = 3.700 Msun T = 12543 K m_ubv_R = 25.21\n", + "M = 3.200 Msun T = 10973 K m_ubv_R = 24.87\n", + "M = 2.000 Msun T = 7250 K m_ubv_R = 13.75\n", + "M = 1.800 Msun T = 7355 K m_ubv_R = 14.41\n", + "M = 5.000 Msun T = 10786 K m_ubv_R = 25.30\n", + "Secondaries\n", + "M = 1.900 Msun T = 7266 K m_ubv_R = 14.09\n", + "M = 0.320 Msun T = nan K m_ubv_R = nan\n", + "M = 2.300 Msun T = 4923 K m_ubv_R = 12.26\n", + "M = 0.200 Msun T = 3299 K m_ubv_R = 23.10\n", + "M = 3.500 Msun T = 11388 K m_ubv_R = 24.89\n", + "M = 3.000 Msun T = 12026 K m_ubv_R = 13.13\n", + "M = 1.900 Msun T = 7266 K m_ubv_R = 14.09\n", + "M = 4.500 Msun T = 11882 K m_ubv_R = 25.15\n", + "M = 2.500 Msun T = 17317 K m_ubv_R = 23.91\n", + "M = 2.880 Msun T = 8175 K m_ubv_R = 12.12\n", + "M = 3.700 Msun T = 11133 K m_ubv_R = 25.09\n", + "M = 3.600 Msun T = 9273 K m_ubv_R = 11.36\n", + "M = 1.000 Msun T = 5608 K m_ubv_R = 17.38\n", + "M = 0.420 Msun T = 2424 K m_ubv_R = 23.19\n", + "M = 1.750 Msun T = nan K m_ubv_R = nan\n", + "M = 0.170 Msun T = nan K m_ubv_R = nan\n", + "M = 1.620 Msun T = 7460 K m_ubv_R = 14.98\n", + "M = 1.200 Msun T = 6207 K m_ubv_R = 16.41\n", + "M = 7.000 Msun T = 17765 K m_ubv_R = 26.22\n", + "M = 1.350 Msun T = nan K m_ubv_R = nan\n", + "M = 4.050 Msun T = 10873 K m_ubv_R = 10.79\n", + "M = 2.500 Msun T = 15710 K m_ubv_R = 15.61\n", + "M = 0.960 Msun T = 5540 K m_ubv_R = 17.27\n", + "M = 0.680 Msun T = 3924 K m_ubv_R = 19.29\n", + "M = 2.000 Msun T = 7152 K m_ubv_R = 13.76\n", + "M = 40.000 Msun T = 10250 K m_ubv_R = 23.59\n", + "M = 3.500 Msun T = 11388 K m_ubv_R = 24.89\n", + "M = 1.200 Msun T = 5961 K m_ubv_R = 16.49\n", + "M = 0.600 Msun T = 3462 K m_ubv_R = 20.16\n", + "M = 0.600 Msun T = 3950 K m_ubv_R = 20.10\n", + "M = 0.570 Msun T = 3878 K m_ubv_R = 20.32\n", + "M = 3.000 Msun T = 11498 K m_ubv_R = 24.69\n", + "M = 1.400 Msun T = 6747 K m_ubv_R = 15.64\n", + "M = 0.340 Msun T = 1962 K m_ubv_R = 25.45\n", + "M = 0.720 Msun T = 4155 K m_ubv_R = 18.91\n", + "M = 2.000 Msun T = 7108 K m_ubv_R = 13.75\n", + "M = 1.500 Msun T = 7084 K m_ubv_R = 15.43\n", + "M = 1.200 Msun T = 6155 K m_ubv_R = 16.39\n", + "M = 7.000 Msun T = 17707 K m_ubv_R = 26.22\n", + "M = 0.740 Msun T = nan K m_ubv_R = nan\n", + "M = 1.920 Msun T = 8764 K m_ubv_R = 14.51\n", + "M = 1.800 Msun T = 7808 K m_ubv_R = 14.47\n", + "M = 0.900 Msun T = 5193 K m_ubv_R = 17.61\n", + "M = 4.000 Msun T = 11312 K m_ubv_R = 10.92\n", + "Starting filter: ubv,I Elapsed time: 107.47 seconds\n", + "Starting synthetic photometry\n", + "Singles\n", + "M = 1.440 Msun T = 6673 K m_ubv_I = 11.75\n", + "M = 3.200 Msun T = 10963 K m_ubv_I = 21.39\n", + "Primaries\n", + "M = 0.398 Msun T = nan K m_ubv_I = nan\n", + "M = 3.200 Msun T = 11170 K m_ubv_I = 21.62\n", + "M = 1.000 Msun T = nan K m_ubv_I = nan\n", + "M = 2.000 Msun T = 7188 K m_ubv_I = 10.05\n", + "M = 1.000 Msun T = nan K m_ubv_I = nan\n", + "M = 5.000 Msun T = 11503 K m_ubv_I = 21.89\n", + "M = 0.631 Msun T = nan K m_ubv_I = nan\n", + "M = 1.259 Msun T = nan K m_ubv_I = nan\n", + "M = 0.794 Msun T = nan K m_ubv_I = nan\n", + "M = 3.200 Msun T = 10978 K m_ubv_I = 21.39\n", + "M = 1.400 Msun T = nan K m_ubv_I = nan\n", + "M = 4.000 Msun T = 11435 K m_ubv_I = 21.65\n", + "M = 2.000 Msun T = 7250 K m_ubv_I = 10.07\n", + "M = 2.100 Msun T = 6638 K m_ubv_I = 9.65\n", + "M = 3.500 Msun T = 12654 K m_ubv_I = 21.80\n", + "M = 1.700 Msun T = 7133 K m_ubv_I = 10.09\n", + "M = 1.800 Msun T = 7355 K m_ubv_I = 10.74\n", + "M = 2.000 Msun T = 7250 K m_ubv_I = 10.07\n", + "M = 1.400 Msun T = nan K m_ubv_I = nan\n", + "M = 2.700 Msun T = 12885 K m_ubv_I = 21.84\n", + "M = 4.500 Msun T = 10856 K m_ubv_I = 21.80\n", + "M = 1.400 Msun T = nan K m_ubv_I = nan\n", + "M = 1.600 Msun T = 7037 K m_ubv_I = 11.30\n", + "M = 1.700 Msun T = 7242 K m_ubv_I = 11.04\n", + "M = 0.631 Msun T = nan K m_ubv_I = nan\n", + "M = 7.943 Msun T = 2739 K m_ubv_I = 21.09\n", + "M = 0.631 Msun T = nan K m_ubv_I = nan\n", + "M = 4.000 Msun T = 10127 K m_ubv_I = 21.54\n", + "M = 1.200 Msun T = 6151 K m_ubv_I = 12.60\n", + "M = 2.000 Msun T = 7250 K m_ubv_I = 10.07\n", + "M = 1.900 Msun T = 7312 K m_ubv_I = 10.38\n", + "M = 0.794 Msun T = nan K m_ubv_I = nan\n", + "M = 2.000 Msun T = 7188 K m_ubv_I = 10.05\n", + "M = 1.700 Msun T = 7246 K m_ubv_I = 11.03\n", + "M = 1.800 Msun T = 7355 K m_ubv_I = 10.74\n", + "M = 4.000 Msun T = 11144 K m_ubv_I = 21.67\n", + "M = 3.000 Msun T = 11468 K m_ubv_I = 21.23\n", + "M = 0.501 Msun T = nan K m_ubv_I = nan\n", + "M = 5.012 Msun T = 2739 K m_ubv_I = 21.09\n", + "M = 3.700 Msun T = 12543 K m_ubv_I = 21.79\n", + "M = 3.200 Msun T = 10973 K m_ubv_I = 21.39\n", + "M = 2.000 Msun T = 7250 K m_ubv_I = 10.07\n", + "M = 1.800 Msun T = 7355 K m_ubv_I = 10.74\n", + "M = 5.000 Msun T = 10786 K m_ubv_I = 21.81\n", + "Secondaries\n", + "M = 1.900 Msun T = 7266 K m_ubv_I = 10.39\n", + "M = 0.320 Msun T = nan K m_ubv_I = nan\n", + "M = 2.300 Msun T = 4923 K m_ubv_I = 8.25\n", + "M = 0.200 Msun T = 3299 K m_ubv_I = 18.60\n", + "M = 3.500 Msun T = 11388 K m_ubv_I = 21.43\n", + "M = 3.000 Msun T = 12026 K m_ubv_I = 9.66\n", + "M = 1.900 Msun T = 7266 K m_ubv_I = 10.39\n", + "M = 4.500 Msun T = 11882 K m_ubv_I = 21.70\n", + "M = 2.500 Msun T = 17317 K m_ubv_I = 20.56\n", + "M = 2.880 Msun T = 8175 K m_ubv_I = 8.48\n", + "M = 3.700 Msun T = 11133 K m_ubv_I = 21.62\n", + "M = 3.600 Msun T = 9273 K m_ubv_I = 7.79\n", + "M = 1.000 Msun T = 5608 K m_ubv_I = 13.49\n", + "M = 0.420 Msun T = 2424 K m_ubv_I = 18.15\n", + "M = 1.750 Msun T = nan K m_ubv_I = nan\n", + "M = 0.170 Msun T = nan K m_ubv_I = nan\n", + "M = 1.620 Msun T = 7460 K m_ubv_I = 11.29\n", + "M = 1.200 Msun T = 6207 K m_ubv_I = 12.60\n", + "M = 7.000 Msun T = 17765 K m_ubv_I = 22.87\n", + "M = 1.350 Msun T = nan K m_ubv_I = nan\n", + "M = 4.050 Msun T = 10873 K m_ubv_I = 7.28\n", + "M = 2.500 Msun T = 15710 K m_ubv_I = 12.21\n", + "M = 0.960 Msun T = 5540 K m_ubv_I = 13.37\n", + "M = 0.680 Msun T = 3924 K m_ubv_I = 15.03\n", + "M = 2.000 Msun T = 7152 K m_ubv_I = 10.05\n", + "M = 40.000 Msun T = 10250 K m_ubv_I = 20.09\n", + "M = 3.500 Msun T = 11388 K m_ubv_I = 21.43\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "M = 1.200 Msun T = 5961 K m_ubv_I = 12.65\n", + "M = 0.600 Msun T = 3462 K m_ubv_I = 15.73\n", + "M = 0.600 Msun T = 3950 K m_ubv_I = 15.85\n", + "M = 0.570 Msun T = 3878 K m_ubv_I = 16.05\n", + "M = 3.000 Msun T = 11498 K m_ubv_I = 21.24\n", + "M = 1.400 Msun T = 6747 K m_ubv_I = 11.89\n", + "M = 0.340 Msun T = 1962 K m_ubv_I = 19.95\n", + "M = 0.720 Msun T = 4155 K m_ubv_I = 14.72\n", + "M = 2.000 Msun T = 7108 K m_ubv_I = 10.03\n", + "M = 1.500 Msun T = 7084 K m_ubv_I = 11.71\n", + "M = 1.200 Msun T = 6155 K m_ubv_I = 12.58\n", + "M = 7.000 Msun T = 17707 K m_ubv_I = 22.87\n", + "M = 0.740 Msun T = nan K m_ubv_I = nan\n", + "M = 1.920 Msun T = 8764 K m_ubv_I = 10.90\n", + "M = 1.800 Msun T = 7808 K m_ubv_I = 10.80\n", + "M = 0.900 Msun T = 5193 K m_ubv_I = 13.65\n", + "M = 4.000 Msun T = 11312 K m_ubv_I = 7.43\n", + " Time taken: 134.25 seconds\n", + "Isochrone generation took 370.792576 s.\n" + ] + } + ], + "source": [ + "import spisea\n", + "from spisea import evolution, synthetic\n", + "import math\n", + "# Check if the evolution class works fine\n", + "import time\n", + "import numpy as np\n", + "t1=time.time()\n", + "bps=evolution.BPASS()\n", + "iso1=synthetic.Isochrone_Binary(9.0, 0.7, 100,math.log10(1), mass_sampling=1, filepath='/g/lu/scratch/ryotainagaki/BPASS_iso_filesTimedIsolated/')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Table length=0\n", + "
\n", + "\n", + "\n", + "\n", + "
massLTeffRloggisWRmass_currentphasesourcem_ubv_Um_ubv_Vm_ubv_Bm_ubv_Rm_ubv_I
solMassWKmsolMass
float64float64float64float64float64boolfloat64float64int64float64float64float64float64float64
" + ], + "text/plain": [ + "\n", + " mass L Teff R logg ... m_ubv_V m_ubv_B m_ubv_R m_ubv_I\n", + "solMass W K m ... \n", + "float64 float64 float64 float64 float64 ... float64 float64 float64 float64\n", + "------- ------- ------- ------- ------- ... ------- ------- ------- -------" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "iso1.primaries[np.where(iso1.primaries['mass']< 0)]" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Table length=0\n", + "
\n", + "\n", + "\n", + "\n", + "
masslog_aLTeffRloggisWRmass_currentphasemergedsourcem_ubv_Um_ubv_Vm_ubv_Bm_ubv_Rm_ubv_I
solMassWKmsolMass
float64float64float64float64float64float64boolfloat64float64boolint64float64float64float64float64float64
" + ], + "text/plain": [ + "\n", + " mass log_a L Teff R ... m_ubv_V m_ubv_B m_ubv_R m_ubv_I\n", + "solMass W K m ... \n", + "float64 float64 float64 float64 float64 ... float64 float64 float64 float64\n", + "------- ------- ------- ------- ------- ... ------- ------- ------- -------" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "iso1.secondaries[np.where(iso1.secondaries['mass'] < 0)]" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Table length=0\n", + "
\n", + "\n", + "\n", + "\n", + "
masslog_aLTeffRloggisWRmass_currentphasemergedsourcem_ubv_Um_ubv_Vm_ubv_Bm_ubv_Rm_ubv_I
solMassWKmsolMass
float64float64float64float64float64float64boolfloat64float64boolint64float64float64float64float64float64
" + ], + "text/plain": [ + "\n", + " mass log_a L Teff R ... m_ubv_V m_ubv_B m_ubv_R m_ubv_I\n", + "solMass W K m ... \n", + "float64 float64 float64 float64 float64 ... float64 float64 float64 float64\n", + "------- ------- ------- ------- ------- ... ------- ------- ------- -------" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "iso1.secondaries[np.where(iso1.singles['mass'] < 0)]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For a sanity check, we can see that the primaries, secondaries, and single stars have phasees of 5 or of 101. Note that we will have a phase of 110 in order to indicate a mystery compact remnant that BPASS provides for NEWSECMODS (secondary star models with compact primaries). This is since we haven't added neutron stars or black holes yet. Stars with phase of -99 exist, and those are the secondary stars that have already merged." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Isochrone generation took 82.923034 s.\n", + "Making photometry for isochrone: log(t) = 9.00 AKs = 0.70 dist = 100\n", + " Starting at: 2021-01-08 01:23:32.274266 Usually takes ~5 minutes\n", + "Starting filter: ubv,U Elapsed time: 0.00 seconds\n", + "Starting synthetic photometry\n", + "M = 0.106 Msun T = 2909 K m_ubv_U = 33.40\n", + "M = 1.215 Msun T = 6415 K m_ubv_U = 20.55\n", + "M = 2.038 Msun T = 7816 K m_ubv_U = 17.29\n", + "M = 2.055 Msun T = 4955 K m_ubv_U = 19.05\n", + "M = 2.071 Msun T = 4749 K m_ubv_U = 18.64\n", + "M = 2.275 Msun T = 4576 K m_ubv_U = 18.06\n", + "M = 2.287 Msun T = 3677 K m_ubv_U = 17.25\n", + "M = 2.287 Msun T = 3493 K m_ubv_U = 17.19\n", + "M = 2.287 Msun T = 3478 K m_ubv_U = 17.19\n", + "M = 2.288 Msun T = 3244 K m_ubv_U = 17.39\n", + "M = 2.288 Msun T = 3188 K m_ubv_U = 17.69\n", + "M = 2.288 Msun T = 29326 K m_ubv_U = 12.80\n", + "M = 2.288 Msun T = 134813 K m_ubv_U = 17.53\n", + "Starting filter: ubv,B Elapsed time: 3.20 seconds\n", + "Starting synthetic photometry\n", + "M = 0.106 Msun T = 2909 K m_ubv_B = 33.52\n", + "M = 1.215 Msun T = 6415 K m_ubv_B = 20.63\n", + "M = 2.038 Msun T = 7816 K m_ubv_B = 17.21\n", + "M = 2.055 Msun T = 4955 K m_ubv_B = 18.57\n", + "M = 2.071 Msun T = 4749 K m_ubv_B = 17.98\n", + "M = 2.275 Msun T = 4576 K m_ubv_B = 17.26\n", + "M = 2.287 Msun T = 3677 K m_ubv_B = 16.33\n", + "M = 2.287 Msun T = 3493 K m_ubv_B = 16.54\n", + "M = 2.287 Msun T = 3478 K m_ubv_B = 16.56\n", + "M = 2.288 Msun T = 3244 K m_ubv_B = 17.33\n", + "M = 2.288 Msun T = 3188 K m_ubv_B = 17.85\n", + "M = 2.288 Msun T = 29326 K m_ubv_B = 13.88\n", + "M = 2.288 Msun T = 134813 K m_ubv_B = 18.72\n", + "Starting filter: ubv,V Elapsed time: 6.33 seconds\n", + "Starting synthetic photometry\n", + "M = 0.106 Msun T = 2909 K m_ubv_V = 30.94\n", + "M = 1.215 Msun T = 6415 K m_ubv_V = 19.16\n", + "M = 2.038 Msun T = 7816 K m_ubv_V = 16.12\n", + "M = 2.055 Msun T = 4955 K m_ubv_V = 16.52\n", + "M = 2.071 Msun T = 4749 K m_ubv_V = 15.80\n", + "M = 2.275 Msun T = 4576 K m_ubv_V = 14.98\n", + "M = 2.287 Msun T = 3677 K m_ubv_V = 13.46\n", + "M = 2.287 Msun T = 3493 K m_ubv_V = 13.68\n", + "M = 2.287 Msun T = 3478 K m_ubv_V = 13.71\n", + "M = 2.288 Msun T = 3244 K m_ubv_V = 14.82\n", + "M = 2.288 Msun T = 3188 K m_ubv_V = 15.44\n", + "M = 2.288 Msun T = 29326 K m_ubv_V = 13.30\n", + "M = 2.288 Msun T = 134813 K m_ubv_V = 18.29\n", + "Starting filter: ubv,R Elapsed time: 9.49 seconds\n", + "Starting synthetic photometry\n", + "M = 0.106 Msun T = 2909 K m_ubv_R = 25.82\n", + "M = 1.215 Msun T = 6415 K m_ubv_R = 16.25\n", + "M = 2.038 Msun T = 7816 K m_ubv_R = 13.39\n", + "M = 2.055 Msun T = 4955 K m_ubv_R = 13.40\n", + "M = 2.071 Msun T = 4749 K m_ubv_R = 12.64\n", + "M = 2.275 Msun T = 4576 K m_ubv_R = 11.77\n", + "M = 2.287 Msun T = 3677 K m_ubv_R = 9.85\n", + "M = 2.287 Msun T = 3493 K m_ubv_R = 9.72\n", + "M = 2.287 Msun T = 3478 K m_ubv_R = 9.72\n", + "M = 2.288 Msun T = 3244 K m_ubv_R = 9.98\n", + "M = 2.288 Msun T = 3188 K m_ubv_R = 10.31\n", + "M = 2.288 Msun T = 29326 K m_ubv_R = 10.78\n", + "M = 2.288 Msun T = 134813 K m_ubv_R = 15.84\n", + "Starting filter: ubv,I Elapsed time: 12.72 seconds\n", + "Starting synthetic photometry\n", + "M = 0.106 Msun T = 2909 K m_ubv_I = 20.31\n", + "M = 1.215 Msun T = 6415 K m_ubv_I = 12.48\n", + "M = 2.038 Msun T = 7816 K m_ubv_I = 9.75\n", + "M = 2.055 Msun T = 4955 K m_ubv_I = 9.42\n", + "M = 2.071 Msun T = 4749 K m_ubv_I = 8.61\n", + "M = 2.275 Msun T = 4576 K m_ubv_I = 7.70\n", + "M = 2.287 Msun T = 3677 K m_ubv_I = 5.31\n", + "M = 2.287 Msun T = 3493 K m_ubv_I = 4.87\n", + "M = 2.287 Msun T = 3478 K m_ubv_I = 4.84\n", + "M = 2.288 Msun T = 3244 K m_ubv_I = 4.46\n", + "M = 2.288 Msun T = 3188 K m_ubv_I = 4.56\n", + "M = 2.288 Msun T = 29326 K m_ubv_I = 7.48\n", + "M = 2.288 Msun T = 134813 K m_ubv_I = 12.62\n", + " Time taken: 15.99 seconds\n" + ] + } + ], + "source": [ + "iso2=synthetic.IsochronePhot(9.0, 0.7, 100, math.log10(1), mass_sampling =1 , recomp=True) # New MIST v.1 isochrone for same metallicity" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "from spisea import imf\n", + "from spisea.imf import imf, multiplicity\n", + "from spisea import ifmr" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Make the clusters corresponding to the binary star isochrone and the MISTv.1 isochrone" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/u/ryotainagaki/Desktop/PyPopStar/spisea/synthetic.py:2977: RuntimeWarning: overflow encountered in power\n", + " 10 ** iso.secondaries['log_a']])))\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/table/column.py:1020: RuntimeWarning: invalid value encountered in greater_equal\n", + " result = getattr(super(), op)(other)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "736 star systems had to be deleted\n", + "762 companions had to be deleted\n", + "Found 167 companions out of stellar mass range\n" + ] + } + ], + "source": [ + "clus_1=synthetic.Cluster_w_Binaries(iso1, imf.IMFSalpeter1955(multiplicity=multiplicity.MultiplicityResolvedDK()), 10000, ifmr=ifmr.IFMR_Spera15())\n", + "clus_2=synthetic.ResolvedCluster(iso2, imf.IMFSalpeter1955(multiplicity=multiplicity.MultiplicityUnresolved()), 10000, ifmr=ifmr.IFMR_Spera15())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's make sure that I am getting just about enough star mass for my cluster. (It was a bug before I used an adjustment factor.)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "6743.40950221685" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "clus_1.star_systems['systemMass'].sum()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "690 star systems had to be deleted\n", + "722 companions had to be deleted\n", + "738 star systems had to be deleted\n", + "772 companions had to be deleted\n", + "736 star systems had to be deleted\n", + "775 companions had to be deleted\n", + "768 star systems had to be deleted\n", + "802 companions had to be deleted\n", + "704 star systems had to be deleted\n", + "736 companions had to be deleted\n", + "712 star systems had to be deleted\n", + "750 companions had to be deleted\n", + "746 star systems had to be deleted\n", + "781 companions had to be deleted\n", + "729 star systems had to be deleted\n", + "759 companions had to be deleted\n", + "699 star systems had to be deleted\n", + "729 companions had to be deleted\n", + "764 star systems had to be deleted\n", + "811 companions had to be deleted\n", + "728 star systems had to be deleted\n", + "755 companions had to be deleted\n", + "715 star systems had to be deleted\n", + "749 companions had to be deleted\n", + "758 star systems had to be deleted\n", + "794 companions had to be deleted\n", + "715 star systems had to be deleted\n", + "755 companions had to be deleted\n", + "711 star systems had to be deleted\n", + "738 companions had to be deleted\n", + "730 star systems had to be deleted\n", + "752 companions had to be deleted\n", + "743 star systems had to be deleted\n", + "771 companions had to be deleted\n", + "722 star systems had to be deleted\n", + "752 companions had to be deleted\n", + "697 star systems had to be deleted\n", + "736 companions had to be deleted\n", + "758 star systems had to be deleted\n", + "799 companions had to be deleted\n", + "697 star systems had to be deleted\n", + "735 companions had to be deleted\n", + "712 star systems had to be deleted\n", + "740 companions had to be deleted\n", + "708 star systems had to be deleted\n", + "735 companions had to be deleted\n", + "730 star systems had to be deleted\n", + "767 companions had to be deleted\n", + "723 star systems had to be deleted\n", + "752 companions had to be deleted\n", + "726 star systems had to be deleted\n", + "765 companions had to be deleted\n", + "746 star systems had to be deleted\n", + "773 companions had to be deleted\n", + "700 star systems had to be deleted\n", + "743 companions had to be deleted\n", + "724 star systems had to be deleted\n", + "752 companions had to be deleted\n", + "778 star systems had to be deleted\n", + "808 companions had to be deleted\n", + "708 star systems had to be deleted\n", + "742 companions had to be deleted\n", + "699 star systems had to be deleted\n", + "726 companions had to be deleted\n", + "703 star systems had to be deleted\n", + "747 companions had to be deleted\n", + "749 star systems had to be deleted\n", + "778 companions had to be deleted\n", + "685 star systems had to be deleted\n", + "728 companions had to be deleted\n", + "727 star systems had to be deleted\n", + "772 companions had to be deleted\n", + "728 star systems had to be deleted\n", + "768 companions had to be deleted\n", + "721 star systems had to be deleted\n", + "758 companions had to be deleted\n", + "718 star systems had to be deleted\n", + "760 companions had to be deleted\n", + "738 star systems had to be deleted\n", + "774 companions had to be deleted\n", + "751 star systems had to be deleted\n", + "776 companions had to be deleted\n", + "739 star systems had to be deleted\n", + "781 companions had to be deleted\n", + "695 star systems had to be deleted\n", + "731 companions had to be deleted\n", + "756 star systems had to be deleted\n", + "794 companions had to be deleted\n", + "740 star systems had to be deleted\n", + "776 companions had to be deleted\n", + "705 star systems had to be deleted\n", + "735 companions had to be deleted\n", + "744 star systems had to be deleted\n", + "785 companions had to be deleted\n", + "706 star systems had to be deleted\n", + "742 companions had to be deleted\n", + "700 star systems had to be deleted\n", + "734 companions had to be deleted\n", + "768 star systems had to be deleted\n", + "802 companions had to be deleted\n", + "699 star systems had to be deleted\n", + "735 companions had to be deleted\n", + "693 star systems had to be deleted\n", + "713 companions had to be deleted\n", + "701 star systems had to be deleted\n", + "721 companions had to be deleted\n", + "740 star systems had to be deleted\n", + "771 companions had to be deleted\n", + "719 star systems had to be deleted\n", + "757 companions had to be deleted\n", + "704 star systems had to be deleted\n", + "745 companions had to be deleted\n", + "734 star systems had to be deleted\n", + "766 companions had to be deleted\n", + "707 star systems had to be deleted\n", + "731 companions had to be deleted\n", + "752 star systems had to be deleted\n", + "784 companions had to be deleted\n", + "724 star systems had to be deleted\n", + "744 companions had to be deleted\n", + "729 star systems had to be deleted\n", + "761 companions had to be deleted\n", + "711 star systems had to be deleted\n", + "749 companions had to be deleted\n", + "773 star systems had to be deleted\n", + "799 companions had to be deleted\n", + "755 star systems had to be deleted\n", + "783 companions had to be deleted\n", + "711 star systems had to be deleted\n", + "742 companions had to be deleted\n", + "724 star systems had to be deleted\n", + "755 companions had to be deleted\n", + "687 star systems had to be deleted\n", + "711 companions had to be deleted\n", + "745 star systems had to be deleted\n", + "781 companions had to be deleted\n", + "752 star systems had to be deleted\n", + "787 companions had to be deleted\n", + "764 star systems had to be deleted\n", + "798 companions had to be deleted\n", + "702 star systems had to be deleted\n", + "739 companions had to be deleted\n", + "761 star systems had to be deleted\n", + "793 companions had to be deleted\n", + "757 star systems had to be deleted\n", + "800 companions had to be deleted\n", + "742 star systems had to be deleted\n", + "769 companions had to be deleted\n", + "741 star systems had to be deleted\n", + "769 companions had to be deleted\n", + "754 star systems had to be deleted\n", + "787 companions had to be deleted\n", + "738 star systems had to be deleted\n", + "778 companions had to be deleted\n", + "697 star systems had to be deleted\n", + "731 companions had to be deleted\n", + "718 star systems had to be deleted\n", + "754 companions had to be deleted\n", + "720 star systems had to be deleted\n", + "746 companions had to be deleted\n", + "711 star systems had to be deleted\n", + "735 companions had to be deleted\n", + "708 star systems had to be deleted\n", + "746 companions had to be deleted\n" + ] + } + ], + "source": [ + "arr =[]\n", + "for x in range(100):\n", + " clus_1=synthetic.Cluster_w_Binaries(iso1, imf.IMFSalpeter1955(multiplicity=multiplicity.MultiplicityResolvedDK()), 10000, ifmr=ifmr.IFMR_Spera15())\n", + " arr.append(clus_1.star_systems['systemMass'].sum())" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "hist, bins, patch = plt.hist(np.array(arr), bins=30, histtype='step', label='BPASS clusters with x mass')\n", + "plt.title(\"BPASS cluster mass distribution (# of models within mass bin over mass)\")\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "hist, bins, patch = plt.hist(clus_1.star_systems['systemMass'], bins=30, histtype='step', label='BPASS')\n", + "plt.hist(clus_2.star_systems['systemMass'], bins=bins, histtype='step', label='MISTv.1')\n", + "plt.yscale('log')\n", + "plt.title(\"mass distribution plots of the cluster system masses on logarithmic scale of the horizontal axis.\")\n", + "plt.xlabel(\"initial mass in solar masses\")\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "hist, bins, patch = plt.hist(clus_1.star_systems['mass'], bins=30, histtype='step', label='BPASS')\n", + "plt.hist(clus_2.star_systems['mass'], bins=bins, histtype='step', label='MISTv.1')\n", + "plt.title(\"mass distribution plots of the cluster single stars on logarithmic scale of the horizontal axis.\")\n", + "plt.xlabel(\"initial mass in solar masses\")\n", + "plt.yscale('log')\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.hist(clus_1.star_systems['systemMass'], bins=30)\n", + "plt.xlabel(\"initial mass in solar masses\")\n", + "plt.yscale('log')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "hist, bins, patch = plt.hist(clus_1.companions['mass'], bins=30, histtype='step', label='BPASS')\n", + "plt.hist(clus_2.companions['mass'], bins=30, histtype='step', label='MISTv.1')\n", + "plt.yscale('log')\n", + "plt.xlabel(\"initial mass in solar masses\")\n", + "plt.title(\"mass distribution plots of the cluster companion stars on logarithmic scale of the horizontal axis.\")\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Please compare me with the MIST v1 cluster mass\n", + "clus_2.star_systems['systemMass'].sum()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.hist(iso1.primaries['mass'], bins=30)\n", + "plt.yscale('log')\n", + "plt.xlabel(\"initial mass in solar masses\")\n", + "plt.title(\"mass distribution plots of the isochrone_binary's primaries on logarithmic scale of the horizontal axis.\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.hist(iso1.singles['mass'], bins=30)\n", + "plt.yscale('log')\n", + "plt.xlabel(\"initial mass in solar masses\")\n", + "plt.title(\"mass distribution plots of the isochrone_binary's singles on logarithmic scale of the horizontal axis.\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.hist(iso1.secondaries['mass'], bins=30)\n", + "plt.yscale('log')\n", + "plt.xlabel(\"initial mass in solar masses\")\n", + "plt.title(\"mass distribution plots of the isochrone_binary's secondaries on logarithmic scale of the horizontal axis.\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "np.where(iso1.secondaries['mass']>iso1.primaries['mass'])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "np.unique(iso1.primaries[np.where(iso1.secondaries['mass']>iso1.primaries['mass'])]['source'])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "clus_2.star_systems['systemMass'].sum()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "hist, bins, patch = plt.hist(clus_1.companions['log_a'], bins=30, histtype='step', label='BPASS')\n", + "plt.hist(clus_2.companions['log_a'], bins=30, histtype='step', label='MISTv.1')\n", + "plt.legend()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "astroconda", + "language": "python", + "name": "astroconda" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/Cluster_Mass_Error_Demonstration/Error Demonstration 10^9 yr old Salpeter.ipynb b/Cluster_Mass_Error_Demonstration/Error Demonstration 10^9 yr old Salpeter.ipynb new file mode 100644 index 00000000..ac1b3e2d --- /dev/null +++ b/Cluster_Mass_Error_Demonstration/Error Demonstration 10^9 yr old Salpeter.ipynb @@ -0,0 +1,1154 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Testing the BPASS cluster at 10^9 years age.\n", + "Here, I try to create a 10000 solar mass BPASS cluster and ResolvedCluster. **This is to demonstrate the issue I have with the mass-matching inside of the Binary_Cluster implementation.**" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/pysynphot/locations.py:346: UserWarning: Extinction files not found in /g/lu/models/cdbs/extinction\n", + " warnings.warn('Extinction files not found in %s' % (extdir, ))\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/pysynphot/refs.py:125: UserWarning: No thermal tables found, no thermal calculations can be performed. No files found for /g/lu/models/cdbs/mtab/*_tmt.fits\n", + " 'no thermal calculations can be performed. ' + str(e))\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/units/quantity.py:477: RuntimeWarning: invalid value encountered in true_divide\n", + " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n", + "/u/ryotainagaki/Desktop/PyPopStar/spisea/evolution.py:1794: RuntimeWarning: overflow encountered in power\n", + " (1 / cs.au) * un.m)\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/table/column.py:1020: RuntimeWarning: invalid value encountered in greater\n", + " result = getattr(super(), op)(other)\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/units/quantity.py:477: RuntimeWarning: divide by zero encountered in true_divide\n", + " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Changing to logg=5.00 for T= 23286 logg=5.78\n", + "Changing to logg=5.00 for T= 17733 logg=5.24\n", + "Changing to logg=5.00 for T= 24377 logg=5.87\n", + "Changing to logg=5.00 for T= 24403 logg=5.91\n", + "Changing to logg=5.00 for T= 26316 logg=5.57\n", + "Changing to logg=5.00 for T= 26930 logg=5.65\n", + "Changing to logg=5.00 for T= 24518 logg=6.01\n", + "Changing to logg=5.00 for T= 25618 logg=5.53\n", + "Changing to logg=5.00 for T= 26119 logg=5.75\n", + "Changing to logg=5.00 for T= 24305 logg=6.01\n", + "Changing to logg=5.00 for T= 26134 logg=5.73\n", + "Changing to logg=5.00 for T= 16799 logg=5.12\n", + "Changing to logg=5.00 for T= 20198 logg=5.51\n", + "Changing to logg=5.00 for T= 27134 logg=5.64\n", + "Changing to logg=5.00 for T= 26114 logg=5.72\n", + "Changing to logg=5.00 for T= 24452 logg=5.99\n", + "Changing to logg=5.00 for T= 22084 logg=5.78\n", + "Changing to logg=5.00 for T= 22961 logg=5.92\n", + "Changing to logg=5.00 for T= 21333 logg=5.59\n", + "Changing to logg=5.00 for T= 23774 logg=6.99\n", + "Changing to logg=5.00 for T= 23264 logg=5.77\n", + "Changing to logg=5.00 for T= 23096 logg=5.56\n", + "Changing to logg=5.00 for T= 27240 logg=5.65\n", + "Changing to logg=5.00 for T= 22114 logg=5.26\n", + "Changing to logg=5.00 for T= 26757 logg=5.79\n", + "Changing to logg=5.00 for T= 20983 logg=5.17\n", + "Changing to logg=5.00 for T= 26427 logg=5.72\n", + "Changing to logg=5.00 for T= 22135 logg=6.94\n", + "Changing to logg=5.00 for T= 24306 logg=5.43\n", + "Changing to logg=5.00 for T= 24820 logg=6.17\n", + "Changing to logg=5.00 for T= 24008 logg=6.91\n", + "Changing to logg=5.00 for T= 27188 logg=5.67\n", + "Changing to logg=5.00 for T= 21570 logg=5.64\n", + "Changing to logg=5.00 for T= 25553 logg=5.87\n", + "Changing to logg=5.00 for T= 18719 logg=5.30\n", + "Changing to logg=5.00 for T= 25509 logg=5.94\n", + "Changing to logg=5.00 for T= 25707 logg=5.88\n", + "Changing to logg=5.00 for T= 22982 logg=5.76\n", + "Changing to logg=5.00 for T= 24495 logg=5.62\n", + "Changing to logg=5.00 for T= 23626 logg=5.99\n", + "Changing to logg=5.00 for T= 17042 logg=5.14\n", + "Changing to logg=5.00 for T= 24739 logg=6.19\n", + "Changing to logg=5.00 for T= 25963 logg=5.80\n", + "Changing to logg=5.00 for T= 23984 logg=6.88\n", + "Changing to logg=5.00 for T= 19593 logg=6.97\n", + "Changing to logg=5.00 for T= 24124 logg=5.48\n", + "Changing to logg=5.00 for T= 25973 logg=5.55\n", + "Changing to logg=5.00 for T= 21304 logg=5.48\n", + "Changing to logg=5.00 for T= 26020 logg=5.81\n", + "Changing to logg=5.00 for T= 25999 logg=5.76\n", + "Changing to logg=5.00 for T= 22646 logg=5.73\n", + "Changing to logg=5.00 for T= 25848 logg=5.79\n", + "Changing to logg=5.00 for T= 26959 logg=5.63\n", + "Changing to logg=5.00 for T= 27359 logg=5.67\n", + "Changing to logg=5.00 for T= 26907 logg=5.63\n", + "Changing to logg=5.00 for T= 21104 logg=5.60\n", + "Changing to logg=5.00 for T= 26100 logg=5.77\n", + "Changing to logg=5.00 for T= 22179 logg=5.92\n", + "Changing to logg=5.00 for T= 22891 logg=5.32\n", + "Changing to logg=5.00 for T= 21139 logg=5.58\n", + "Changing to logg=5.00 for T= 24444 logg=5.91\n", + "Changing to logg=5.00 for T= 20689 logg=5.14\n", + "Changing to logg=5.00 for T= 26317 logg=5.76\n", + "Changing to logg=5.00 for T= 26494 logg=5.69\n", + "Changing to logg=5.00 for T= 17875 logg=5.24\n", + "Changing to logg=5.00 for T= 18636 logg=5.32\n", + "Changing to logg=5.00 for T= 25863 logg=5.74\n", + "Changing to logg=5.00 for T= 24009 logg=5.86\n", + "Changing to logg=5.00 for T= 21888 logg=5.45\n", + "Changing to logg=5.00 for T= 23501 logg=5.37\n", + "Changing to logg=5.00 for T= 26095 logg=5.78\n", + "Changing to logg=5.00 for T= 27193 logg=5.64\n", + "Changing to logg=5.00 for T= 26146 logg=5.79\n", + "Changing to logg=5.00 for T= 22008 logg=7.09\n", + "Changing to logg=5.00 for T= 24403 logg=5.88\n", + "Changing to logg=5.00 for T= 19749 logg=5.03\n", + "Changing to logg=5.00 for T= 26204 logg=5.71\n", + "Changing to logg=5.00 for T= 26196 logg=5.70\n", + "Changing to logg=5.00 for T= 22245 logg=6.65\n", + "Changing to logg=5.00 for T= 25914 logg=5.89\n", + "Changing to logg=5.00 for T= 21142 logg=5.20\n", + "Changing to logg=5.00 for T= 24186 logg=5.42\n", + "Making photometry for isochrone: log(t) = 9.00 AKs = 0.70 dist = 100\n", + " Starting at: 2021-01-08 01:19:55.017408 Usually takes ~5 minutes\n", + "Starting filter: ubv,U Elapsed time: 0.00 seconds\n", + "Starting synthetic photometry\n", + "Singles\n", + "M = 1.440 Msun T = 6673 K m_ubv_U = 19.68\n", + "M = 3.200 Msun T = 10963 K m_ubv_U = 27.99\n", + "Primaries\n", + "M = 0.398 Msun T = nan K m_ubv_U = nan\n", + "M = 3.200 Msun T = 11170 K m_ubv_U = 28.18\n", + "M = 1.000 Msun T = nan K m_ubv_U = nan\n", + "M = 2.000 Msun T = 7188 K m_ubv_U = 17.80\n", + "M = 1.000 Msun T = nan K m_ubv_U = nan\n", + "M = 5.000 Msun T = 11503 K m_ubv_U = 28.39\n", + "M = 0.631 Msun T = nan K m_ubv_U = nan\n", + "M = 1.259 Msun T = nan K m_ubv_U = nan\n", + "M = 0.794 Msun T = nan K m_ubv_U = nan\n", + "M = 3.200 Msun T = 10978 K m_ubv_U = 27.99\n", + "M = 1.400 Msun T = nan K m_ubv_U = nan\n", + "M = 4.000 Msun T = 11435 K m_ubv_U = 28.17\n", + "M = 2.000 Msun T = 7250 K m_ubv_U = 17.80\n", + "M = 2.100 Msun T = 6638 K m_ubv_U = 17.64\n", + "M = 3.500 Msun T = 12654 K m_ubv_U = 28.16\n", + "M = 1.700 Msun T = 7133 K m_ubv_U = 17.86\n", + "M = 1.800 Msun T = 7355 K m_ubv_U = 18.42\n", + "M = 2.000 Msun T = 7250 K m_ubv_U = 17.80\n", + "M = 1.400 Msun T = nan K m_ubv_U = nan\n", + "M = 2.700 Msun T = 12885 K m_ubv_U = 28.17\n", + "M = 4.500 Msun T = 10856 K m_ubv_U = 28.39\n", + "M = 1.400 Msun T = nan K m_ubv_U = nan\n", + "M = 1.600 Msun T = 7037 K m_ubv_U = 19.08\n", + "M = 1.700 Msun T = 7242 K m_ubv_U = 18.75\n", + "M = 0.631 Msun T = nan K m_ubv_U = nan\n", + "M = 7.943 Msun T = 2739 K m_ubv_U = 33.22\n", + "M = 0.631 Msun T = nan K m_ubv_U = nan\n", + "M = 4.000 Msun T = 10127 K m_ubv_U = 28.26\n", + "M = 1.200 Msun T = 6151 K m_ubv_U = 20.85\n", + "M = 2.000 Msun T = 7250 K m_ubv_U = 17.80\n", + "M = 1.900 Msun T = 7312 K m_ubv_U = 18.07\n", + "M = 0.794 Msun T = nan K m_ubv_U = nan\n", + "M = 2.000 Msun T = 7188 K m_ubv_U = 17.80\n", + "M = 1.700 Msun T = 7246 K m_ubv_U = 18.74\n", + "M = 1.800 Msun T = 7355 K m_ubv_U = 18.42\n", + "M = 4.000 Msun T = 11144 K m_ubv_U = 28.23\n", + "M = 3.000 Msun T = 11468 K m_ubv_U = 27.77\n", + "M = 0.501 Msun T = nan K m_ubv_U = nan\n", + "M = 5.012 Msun T = 2739 K m_ubv_U = 33.22\n", + "M = 3.700 Msun T = 12543 K m_ubv_U = 28.16\n", + "M = 3.200 Msun T = 10973 K m_ubv_U = 27.99\n", + "M = 2.000 Msun T = 7250 K m_ubv_U = 17.80\n", + "M = 1.800 Msun T = 7355 K m_ubv_U = 18.42\n", + "M = 5.000 Msun T = 10786 K m_ubv_U = 28.41\n", + "Secondaries\n", + "M = 1.900 Msun T = 7266 K m_ubv_U = 17.88\n", + "M = 0.320 Msun T = nan K m_ubv_U = nan\n", + "M = 2.300 Msun T = 4923 K m_ubv_U = 17.30\n", + "M = 0.200 Msun T = 3299 K m_ubv_U = 29.80\n", + "M = 3.500 Msun T = 11388 K m_ubv_U = 27.96\n", + "M = 3.000 Msun T = 12026 K m_ubv_U = 15.93\n", + "M = 1.900 Msun T = 7266 K m_ubv_U = 17.88\n", + "M = 4.500 Msun T = 11882 K m_ubv_U = 28.16\n", + "M = 2.500 Msun T = 17317 K m_ubv_U = 26.55\n", + "M = 2.880 Msun T = 8175 K m_ubv_U = 15.62\n", + "M = 3.700 Msun T = 11133 K m_ubv_U = 28.18\n", + "M = 3.600 Msun T = 9273 K m_ubv_U = 14.60\n", + "M = 1.000 Msun T = 5608 K m_ubv_U = 21.96\n", + "M = 0.420 Msun T = 2424 K m_ubv_U = 30.76\n", + "M = 1.750 Msun T = nan K m_ubv_U = nan\n", + "M = 0.170 Msun T = nan K m_ubv_U = nan\n", + "M = 1.620 Msun T = 7460 K m_ubv_U = 18.71\n", + "M = 1.200 Msun T = 6207 K m_ubv_U = 20.65\n", + "M = 7.000 Msun T = 17765 K m_ubv_U = 28.78\n", + "M = 1.350 Msun T = nan K m_ubv_U = nan\n", + "M = 4.050 Msun T = 10873 K m_ubv_U = 13.74\n", + "M = 2.500 Msun T = 15710 K m_ubv_U = 18.08\n", + "M = 0.960 Msun T = 5540 K m_ubv_U = 21.88\n", + "M = 0.680 Msun T = 3924 K m_ubv_U = 25.25\n", + "M = 2.000 Msun T = 7152 K m_ubv_U = 17.60\n", + "M = 40.000 Msun T = 10250 K m_ubv_U = 26.90\n", + "M = 3.500 Msun T = 11388 K m_ubv_U = 27.96\n", + "M = 1.200 Msun T = 5961 K m_ubv_U = 20.86\n", + "M = 0.600 Msun T = 3462 K m_ubv_U = 26.66\n", + "M = 0.600 Msun T = 3950 K m_ubv_U = 26.04\n", + "M = 0.570 Msun T = 3878 K m_ubv_U = 26.34\n", + "M = 3.000 Msun T = 11498 K m_ubv_U = 27.77\n", + "M = 1.400 Msun T = 6747 K m_ubv_U = 19.64\n", + "M = 0.340 Msun T = 1962 K m_ubv_U = 33.22\n", + "M = 0.720 Msun T = 4155 K m_ubv_U = 24.64\n", + "M = 2.000 Msun T = 7108 K m_ubv_U = 17.60\n", + "M = 1.500 Msun T = 7084 K m_ubv_U = 19.30\n", + "M = 1.200 Msun T = 6155 K m_ubv_U = 20.66\n", + "M = 7.000 Msun T = 17707 K m_ubv_U = 28.78\n", + "M = 0.740 Msun T = nan K m_ubv_U = nan\n", + "M = 1.920 Msun T = 8764 K m_ubv_U = 17.86\n", + "M = 1.800 Msun T = 7808 K m_ubv_U = 18.08\n", + "M = 0.900 Msun T = 5193 K m_ubv_U = 22.45\n", + "M = 4.000 Msun T = 11312 K m_ubv_U = 13.81\n", + "Starting filter: ubv,V Elapsed time: 26.81 seconds\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Starting synthetic photometry\n", + "Singles\n", + "M = 1.440 Msun T = 6673 K m_ubv_V = 18.36\n", + "M = 3.200 Msun T = 10963 K m_ubv_V = 27.51\n", + "Primaries\n", + "M = 0.398 Msun T = nan K m_ubv_V = nan\n", + "M = 3.200 Msun T = 11170 K m_ubv_V = 27.73\n", + "M = 1.000 Msun T = nan K m_ubv_V = nan\n", + "M = 2.000 Msun T = 7188 K m_ubv_V = 16.54\n", + "M = 1.000 Msun T = nan K m_ubv_V = nan\n", + "M = 5.000 Msun T = 11503 K m_ubv_V = 27.98\n", + "M = 0.631 Msun T = nan K m_ubv_V = nan\n", + "M = 1.259 Msun T = nan K m_ubv_V = nan\n", + "M = 0.794 Msun T = nan K m_ubv_V = nan\n", + "M = 3.200 Msun T = 10978 K m_ubv_V = 27.51\n", + "M = 1.400 Msun T = nan K m_ubv_V = nan\n", + "M = 4.000 Msun T = 11435 K m_ubv_V = 27.74\n", + "M = 2.000 Msun T = 7250 K m_ubv_V = 16.55\n", + "M = 2.100 Msun T = 6638 K m_ubv_V = 16.26\n", + "M = 3.500 Msun T = 12654 K m_ubv_V = 27.82\n", + "M = 1.700 Msun T = 7133 K m_ubv_V = 16.59\n", + "M = 1.800 Msun T = 7355 K m_ubv_V = 17.20\n", + "M = 2.000 Msun T = 7250 K m_ubv_V = 16.55\n", + "M = 1.400 Msun T = nan K m_ubv_V = nan\n", + "M = 2.700 Msun T = 12885 K m_ubv_V = 27.84\n", + "M = 4.500 Msun T = 10856 K m_ubv_V = 27.93\n", + "M = 1.400 Msun T = nan K m_ubv_V = nan\n", + "M = 1.600 Msun T = 7037 K m_ubv_V = 17.83\n", + "M = 1.700 Msun T = 7242 K m_ubv_V = 17.52\n", + "M = 0.631 Msun T = nan K m_ubv_V = nan\n", + "M = 7.943 Msun T = 2739 K m_ubv_V = 29.80\n", + "M = 0.631 Msun T = nan K m_ubv_V = nan\n", + "M = 4.000 Msun T = 10127 K m_ubv_V = 27.75\n", + "M = 1.200 Msun T = 6151 K m_ubv_V = 19.34\n", + "M = 2.000 Msun T = 7250 K m_ubv_V = 16.55\n", + "M = 1.900 Msun T = 7312 K m_ubv_V = 16.84\n", + "M = 0.794 Msun T = nan K m_ubv_V = nan\n", + "M = 2.000 Msun T = 7188 K m_ubv_V = 16.54\n", + "M = 1.700 Msun T = 7246 K m_ubv_V = 17.52\n", + "M = 1.800 Msun T = 7355 K m_ubv_V = 17.20\n", + "M = 4.000 Msun T = 11144 K m_ubv_V = 27.78\n", + "M = 3.000 Msun T = 11468 K m_ubv_V = 27.31\n", + "M = 0.501 Msun T = nan K m_ubv_V = nan\n", + "M = 5.012 Msun T = 2739 K m_ubv_V = 29.80\n", + "M = 3.700 Msun T = 12543 K m_ubv_V = 27.81\n", + "M = 3.200 Msun T = 10973 K m_ubv_V = 27.51\n", + "M = 2.000 Msun T = 7250 K m_ubv_V = 16.55\n", + "M = 1.800 Msun T = 7355 K m_ubv_V = 17.20\n", + "M = 5.000 Msun T = 10786 K m_ubv_V = 27.95\n", + "Secondaries\n", + "M = 1.900 Msun T = 7266 K m_ubv_V = 16.98\n", + "M = 0.320 Msun T = nan K m_ubv_V = nan\n", + "M = 2.300 Msun T = 4923 K m_ubv_V = 15.43\n", + "M = 0.200 Msun T = 3299 K m_ubv_V = 26.72\n", + "M = 3.500 Msun T = 11388 K m_ubv_V = 27.51\n", + "M = 3.000 Msun T = 12026 K m_ubv_V = 15.82\n", + "M = 1.900 Msun T = 7266 K m_ubv_V = 16.98\n", + "M = 4.500 Msun T = 11882 K m_ubv_V = 27.76\n", + "M = 2.500 Msun T = 17317 K m_ubv_V = 26.44\n", + "M = 2.880 Msun T = 8175 K m_ubv_V = 14.95\n", + "M = 3.700 Msun T = 11133 K m_ubv_V = 27.73\n", + "M = 3.600 Msun T = 9273 K m_ubv_V = 14.14\n", + "M = 1.000 Msun T = 5608 K m_ubv_V = 20.45\n", + "M = 0.420 Msun T = 2424 K m_ubv_V = 27.31\n", + "M = 1.750 Msun T = nan K m_ubv_V = nan\n", + "M = 0.170 Msun T = nan K m_ubv_V = nan\n", + "M = 1.620 Msun T = 7460 K m_ubv_V = 17.86\n", + "M = 1.200 Msun T = 6207 K m_ubv_V = 19.40\n", + "M = 7.000 Msun T = 17765 K m_ubv_V = 28.75\n", + "M = 1.350 Msun T = nan K m_ubv_V = nan\n", + "M = 4.050 Msun T = 10873 K m_ubv_V = 13.51\n", + "M = 2.500 Msun T = 15710 K m_ubv_V = 18.23\n", + "M = 0.960 Msun T = 5540 K m_ubv_V = 20.34\n", + "M = 0.680 Msun T = 3924 K m_ubv_V = 22.69\n", + "M = 2.000 Msun T = 7152 K m_ubv_V = 16.67\n", + "M = 40.000 Msun T = 10250 K m_ubv_V = 26.24\n", + "M = 3.500 Msun T = 11388 K m_ubv_V = 27.51\n", + "M = 1.200 Msun T = 5961 K m_ubv_V = 19.51\n", + "M = 0.600 Msun T = 3462 K m_ubv_V = 23.72\n", + "M = 0.600 Msun T = 3950 K m_ubv_V = 23.49\n", + "M = 0.570 Msun T = 3878 K m_ubv_V = 23.74\n", + "M = 3.000 Msun T = 11498 K m_ubv_V = 27.31\n", + "M = 1.400 Msun T = 6747 K m_ubv_V = 18.58\n", + "M = 0.340 Msun T = 1962 K m_ubv_V = 30.01\n", + "M = 0.720 Msun T = 4155 K m_ubv_V = 22.26\n", + "M = 2.000 Msun T = 7108 K m_ubv_V = 16.66\n", + "M = 1.500 Msun T = 7084 K m_ubv_V = 18.34\n", + "M = 1.200 Msun T = 6155 K m_ubv_V = 19.39\n", + "M = 7.000 Msun T = 17707 K m_ubv_V = 28.74\n", + "M = 0.740 Msun T = nan K m_ubv_V = nan\n", + "M = 1.920 Msun T = 8764 K m_ubv_V = 17.30\n", + "M = 1.800 Msun T = 7808 K m_ubv_V = 17.32\n", + "M = 0.900 Msun T = 5193 K m_ubv_V = 20.74\n", + "M = 4.000 Msun T = 11312 K m_ubv_V = 13.62\n", + "Starting filter: ubv,B Elapsed time: 52.82 seconds\n", + "Starting synthetic photometry\n", + "Singles\n", + "M = 1.440 Msun T = 6673 K m_ubv_B = 19.76\n", + "M = 3.200 Msun T = 10963 K m_ubv_B = 28.56\n", + "Primaries\n", + "M = 0.398 Msun T = nan K m_ubv_B = nan\n", + "M = 3.200 Msun T = 11170 K m_ubv_B = 28.78\n", + "M = 1.000 Msun T = nan K m_ubv_B = nan\n", + "M = 2.000 Msun T = 7188 K m_ubv_B = 17.78\n", + "M = 1.000 Msun T = nan K m_ubv_B = nan\n", + "M = 5.000 Msun T = 11503 K m_ubv_B = 29.02\n", + "M = 0.631 Msun T = nan K m_ubv_B = nan\n", + "M = 1.259 Msun T = nan K m_ubv_B = nan\n", + "M = 0.794 Msun T = nan K m_ubv_B = nan\n", + "M = 3.200 Msun T = 10978 K m_ubv_B = 28.56\n", + "M = 1.400 Msun T = nan K m_ubv_B = nan\n", + "M = 4.000 Msun T = 11435 K m_ubv_B = 28.78\n", + "M = 2.000 Msun T = 7250 K m_ubv_B = 17.78\n", + "M = 2.100 Msun T = 6638 K m_ubv_B = 17.63\n", + "M = 3.500 Msun T = 12654 K m_ubv_B = 28.82\n", + "M = 1.700 Msun T = 7133 K m_ubv_B = 17.84\n", + "M = 1.800 Msun T = 7355 K m_ubv_B = 18.42\n", + "M = 2.000 Msun T = 7250 K m_ubv_B = 17.78\n", + "M = 1.400 Msun T = nan K m_ubv_B = nan\n", + "M = 2.700 Msun T = 12885 K m_ubv_B = 28.84\n", + "M = 4.500 Msun T = 10856 K m_ubv_B = 28.99\n", + "M = 1.400 Msun T = nan K m_ubv_B = nan\n", + "M = 1.600 Msun T = 7037 K m_ubv_B = 19.12\n", + "M = 1.700 Msun T = 7242 K m_ubv_B = 18.77\n", + "M = 0.631 Msun T = nan K m_ubv_B = nan\n", + "M = 7.943 Msun T = 2739 K m_ubv_B = 33.10\n", + "M = 0.631 Msun T = nan K m_ubv_B = nan\n", + "M = 4.000 Msun T = 10127 K m_ubv_B = 28.83\n", + "M = 1.200 Msun T = 6151 K m_ubv_B = 20.90\n", + "M = 2.000 Msun T = 7250 K m_ubv_B = 17.78\n", + "M = 1.900 Msun T = 7312 K m_ubv_B = 18.06\n", + "M = 0.794 Msun T = nan K m_ubv_B = nan\n", + "M = 2.000 Msun T = 7188 K m_ubv_B = 17.78\n", + "M = 1.700 Msun T = 7246 K m_ubv_B = 18.76\n", + "M = 1.800 Msun T = 7355 K m_ubv_B = 18.42\n", + "M = 4.000 Msun T = 11144 K m_ubv_B = 28.83\n", + "M = 3.000 Msun T = 11468 K m_ubv_B = 28.34\n", + "M = 0.501 Msun T = nan K m_ubv_B = nan\n", + "M = 5.012 Msun T = 2739 K m_ubv_B = 33.10\n", + "M = 3.700 Msun T = 12543 K m_ubv_B = 28.81\n", + "M = 3.200 Msun T = 10973 K m_ubv_B = 28.56\n", + "M = 2.000 Msun T = 7250 K m_ubv_B = 17.78\n", + "M = 1.800 Msun T = 7355 K m_ubv_B = 18.42\n", + "M = 5.000 Msun T = 10786 K m_ubv_B = 29.02\n", + "Secondaries\n", + "M = 1.900 Msun T = 7266 K m_ubv_B = 18.36\n", + "M = 0.320 Msun T = nan K m_ubv_B = nan\n", + "M = 2.300 Msun T = 4923 K m_ubv_B = 17.38\n", + "M = 0.200 Msun T = 3299 K m_ubv_B = 29.53\n", + "M = 3.500 Msun T = 11388 K m_ubv_B = 28.55\n", + "M = 3.000 Msun T = 12026 K m_ubv_B = 16.74\n", + "M = 1.900 Msun T = 7266 K m_ubv_B = 18.36\n", + "M = 4.500 Msun T = 11882 K m_ubv_B = 28.78\n", + "M = 2.500 Msun T = 17317 K m_ubv_B = 27.25\n", + "M = 2.880 Msun T = 8175 K m_ubv_B = 16.20\n", + "M = 3.700 Msun T = 11133 K m_ubv_B = 28.78\n", + "M = 3.600 Msun T = 9273 K m_ubv_B = 15.26\n", + "M = 1.000 Msun T = 5608 K m_ubv_B = 22.18\n", + "M = 0.420 Msun T = 2424 K m_ubv_B = 30.95\n", + "M = 1.750 Msun T = nan K m_ubv_B = nan\n", + "M = 0.170 Msun T = nan K m_ubv_B = nan\n", + "M = 1.620 Msun T = 7460 K m_ubv_B = 19.21\n", + "M = 1.200 Msun T = 6207 K m_ubv_B = 20.98\n", + "M = 7.000 Msun T = 17765 K m_ubv_B = 29.63\n", + "M = 1.350 Msun T = nan K m_ubv_B = nan\n", + "M = 4.050 Msun T = 10873 K m_ubv_B = 14.51\n", + "M = 2.500 Msun T = 15710 K m_ubv_B = 19.01\n", + "M = 0.960 Msun T = 5540 K m_ubv_B = 22.10\n", + "M = 0.680 Msun T = 3924 K m_ubv_B = 25.09\n", + "M = 2.000 Msun T = 7152 K m_ubv_B = 18.07\n", + "M = 40.000 Msun T = 10250 K m_ubv_B = 27.29\n", + "M = 3.500 Msun T = 11388 K m_ubv_B = 28.55\n", + "M = 1.200 Msun T = 5961 K m_ubv_B = 21.15\n", + "M = 0.600 Msun T = 3462 K m_ubv_B = 26.41\n", + "M = 0.600 Msun T = 3950 K m_ubv_B = 25.88\n", + "M = 0.570 Msun T = 3878 K m_ubv_B = 26.17\n", + "M = 3.000 Msun T = 11498 K m_ubv_B = 28.34\n", + "M = 1.400 Msun T = 6747 K m_ubv_B = 20.05\n", + "M = 0.340 Msun T = 1962 K m_ubv_B = 34.21\n", + "M = 0.720 Msun T = 4155 K m_ubv_B = 24.54\n", + "M = 2.000 Msun T = 7108 K m_ubv_B = 18.06\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "M = 1.500 Msun T = 7084 K m_ubv_B = 19.75\n", + "M = 1.200 Msun T = 6155 K m_ubv_B = 20.99\n", + "M = 7.000 Msun T = 17707 K m_ubv_B = 29.62\n", + "M = 0.740 Msun T = nan K m_ubv_B = nan\n", + "M = 1.920 Msun T = 8764 K m_ubv_B = 18.48\n", + "M = 1.800 Msun T = 7808 K m_ubv_B = 18.62\n", + "M = 0.900 Msun T = 5193 K m_ubv_B = 22.60\n", + "M = 4.000 Msun T = 11312 K m_ubv_B = 14.59\n", + "Starting filter: ubv,R Elapsed time: 79.69 seconds\n", + "Starting synthetic photometry\n", + "Singles\n", + "M = 1.440 Msun T = 6673 K m_ubv_R = 15.49\n", + "M = 3.200 Msun T = 10963 K m_ubv_R = 24.87\n", + "Primaries\n", + "M = 0.398 Msun T = nan K m_ubv_R = nan\n", + "M = 3.200 Msun T = 11170 K m_ubv_R = 25.09\n", + "M = 1.000 Msun T = nan K m_ubv_R = nan\n", + "M = 2.000 Msun T = 7188 K m_ubv_R = 13.74\n", + "M = 1.000 Msun T = nan K m_ubv_R = nan\n", + "M = 5.000 Msun T = 11503 K m_ubv_R = 25.35\n", + "M = 0.631 Msun T = nan K m_ubv_R = nan\n", + "M = 1.259 Msun T = nan K m_ubv_R = nan\n", + "M = 0.794 Msun T = nan K m_ubv_R = nan\n", + "M = 3.200 Msun T = 10978 K m_ubv_R = 24.87\n", + "M = 1.400 Msun T = nan K m_ubv_R = nan\n", + "M = 4.000 Msun T = 11435 K m_ubv_R = 25.11\n", + "M = 2.000 Msun T = 7250 K m_ubv_R = 13.75\n", + "M = 2.100 Msun T = 6638 K m_ubv_R = 13.39\n", + "M = 3.500 Msun T = 12654 K m_ubv_R = 25.23\n", + "M = 1.700 Msun T = 7133 K m_ubv_R = 13.78\n", + "M = 1.800 Msun T = 7355 K m_ubv_R = 14.41\n", + "M = 2.000 Msun T = 7250 K m_ubv_R = 13.75\n", + "M = 1.400 Msun T = nan K m_ubv_R = nan\n", + "M = 2.700 Msun T = 12885 K m_ubv_R = 25.26\n", + "M = 4.500 Msun T = 10856 K m_ubv_R = 25.28\n", + "M = 1.400 Msun T = nan K m_ubv_R = nan\n", + "M = 1.600 Msun T = 7037 K m_ubv_R = 15.00\n", + "M = 1.700 Msun T = 7242 K m_ubv_R = 14.72\n", + "M = 0.631 Msun T = nan K m_ubv_R = nan\n", + "M = 7.943 Msun T = 2739 K m_ubv_R = 25.90\n", + "M = 0.631 Msun T = nan K m_ubv_R = nan\n", + "M = 4.000 Msun T = 10127 K m_ubv_R = 25.06\n", + "M = 1.200 Msun T = 6151 K m_ubv_R = 16.40\n", + "M = 2.000 Msun T = 7250 K m_ubv_R = 13.75\n", + "M = 1.900 Msun T = 7312 K m_ubv_R = 14.05\n", + "M = 0.794 Msun T = nan K m_ubv_R = nan\n", + "M = 2.000 Msun T = 7188 K m_ubv_R = 13.74\n", + "M = 1.700 Msun T = 7246 K m_ubv_R = 14.71\n", + "M = 1.800 Msun T = 7355 K m_ubv_R = 14.41\n", + "M = 4.000 Msun T = 11144 K m_ubv_R = 25.14\n", + "M = 3.000 Msun T = 11468 K m_ubv_R = 24.69\n", + "M = 0.501 Msun T = nan K m_ubv_R = nan\n", + "M = 5.012 Msun T = 2739 K m_ubv_R = 25.90\n", + "M = 3.700 Msun T = 12543 K m_ubv_R = 25.21\n", + "M = 3.200 Msun T = 10973 K m_ubv_R = 24.87\n", + "M = 2.000 Msun T = 7250 K m_ubv_R = 13.75\n", + "M = 1.800 Msun T = 7355 K m_ubv_R = 14.41\n", + "M = 5.000 Msun T = 10786 K m_ubv_R = 25.30\n", + "Secondaries\n", + "M = 1.900 Msun T = 7266 K m_ubv_R = 14.09\n", + "M = 0.320 Msun T = nan K m_ubv_R = nan\n", + "M = 2.300 Msun T = 4923 K m_ubv_R = 12.26\n", + "M = 0.200 Msun T = 3299 K m_ubv_R = 23.10\n", + "M = 3.500 Msun T = 11388 K m_ubv_R = 24.89\n", + "M = 3.000 Msun T = 12026 K m_ubv_R = 13.13\n", + "M = 1.900 Msun T = 7266 K m_ubv_R = 14.09\n", + "M = 4.500 Msun T = 11882 K m_ubv_R = 25.15\n", + "M = 2.500 Msun T = 17317 K m_ubv_R = 23.91\n", + "M = 2.880 Msun T = 8175 K m_ubv_R = 12.12\n", + "M = 3.700 Msun T = 11133 K m_ubv_R = 25.09\n", + "M = 3.600 Msun T = 9273 K m_ubv_R = 11.36\n", + "M = 1.000 Msun T = 5608 K m_ubv_R = 17.38\n", + "M = 0.420 Msun T = 2424 K m_ubv_R = 23.19\n", + "M = 1.750 Msun T = nan K m_ubv_R = nan\n", + "M = 0.170 Msun T = nan K m_ubv_R = nan\n", + "M = 1.620 Msun T = 7460 K m_ubv_R = 14.98\n", + "M = 1.200 Msun T = 6207 K m_ubv_R = 16.41\n", + "M = 7.000 Msun T = 17765 K m_ubv_R = 26.22\n", + "M = 1.350 Msun T = nan K m_ubv_R = nan\n", + "M = 4.050 Msun T = 10873 K m_ubv_R = 10.79\n", + "M = 2.500 Msun T = 15710 K m_ubv_R = 15.61\n", + "M = 0.960 Msun T = 5540 K m_ubv_R = 17.27\n", + "M = 0.680 Msun T = 3924 K m_ubv_R = 19.29\n", + "M = 2.000 Msun T = 7152 K m_ubv_R = 13.76\n", + "M = 40.000 Msun T = 10250 K m_ubv_R = 23.59\n", + "M = 3.500 Msun T = 11388 K m_ubv_R = 24.89\n", + "M = 1.200 Msun T = 5961 K m_ubv_R = 16.49\n", + "M = 0.600 Msun T = 3462 K m_ubv_R = 20.16\n", + "M = 0.600 Msun T = 3950 K m_ubv_R = 20.10\n", + "M = 0.570 Msun T = 3878 K m_ubv_R = 20.32\n", + "M = 3.000 Msun T = 11498 K m_ubv_R = 24.69\n", + "M = 1.400 Msun T = 6747 K m_ubv_R = 15.64\n", + "M = 0.340 Msun T = 1962 K m_ubv_R = 25.45\n", + "M = 0.720 Msun T = 4155 K m_ubv_R = 18.91\n", + "M = 2.000 Msun T = 7108 K m_ubv_R = 13.75\n", + "M = 1.500 Msun T = 7084 K m_ubv_R = 15.43\n", + "M = 1.200 Msun T = 6155 K m_ubv_R = 16.39\n", + "M = 7.000 Msun T = 17707 K m_ubv_R = 26.22\n", + "M = 0.740 Msun T = nan K m_ubv_R = nan\n", + "M = 1.920 Msun T = 8764 K m_ubv_R = 14.51\n", + "M = 1.800 Msun T = 7808 K m_ubv_R = 14.47\n", + "M = 0.900 Msun T = 5193 K m_ubv_R = 17.61\n", + "M = 4.000 Msun T = 11312 K m_ubv_R = 10.92\n", + "Starting filter: ubv,I Elapsed time: 106.77 seconds\n", + "Starting synthetic photometry\n", + "Singles\n", + "M = 1.440 Msun T = 6673 K m_ubv_I = 11.75\n", + "M = 3.200 Msun T = 10963 K m_ubv_I = 21.39\n", + "Primaries\n", + "M = 0.398 Msun T = nan K m_ubv_I = nan\n", + "M = 3.200 Msun T = 11170 K m_ubv_I = 21.62\n", + "M = 1.000 Msun T = nan K m_ubv_I = nan\n", + "M = 2.000 Msun T = 7188 K m_ubv_I = 10.05\n", + "M = 1.000 Msun T = nan K m_ubv_I = nan\n", + "M = 5.000 Msun T = 11503 K m_ubv_I = 21.89\n", + "M = 0.631 Msun T = nan K m_ubv_I = nan\n", + "M = 1.259 Msun T = nan K m_ubv_I = nan\n", + "M = 0.794 Msun T = nan K m_ubv_I = nan\n", + "M = 3.200 Msun T = 10978 K m_ubv_I = 21.39\n", + "M = 1.400 Msun T = nan K m_ubv_I = nan\n", + "M = 4.000 Msun T = 11435 K m_ubv_I = 21.65\n", + "M = 2.000 Msun T = 7250 K m_ubv_I = 10.07\n", + "M = 2.100 Msun T = 6638 K m_ubv_I = 9.65\n", + "M = 3.500 Msun T = 12654 K m_ubv_I = 21.80\n", + "M = 1.700 Msun T = 7133 K m_ubv_I = 10.09\n", + "M = 1.800 Msun T = 7355 K m_ubv_I = 10.74\n", + "M = 2.000 Msun T = 7250 K m_ubv_I = 10.07\n", + "M = 1.400 Msun T = nan K m_ubv_I = nan\n", + "M = 2.700 Msun T = 12885 K m_ubv_I = 21.84\n", + "M = 4.500 Msun T = 10856 K m_ubv_I = 21.80\n", + "M = 1.400 Msun T = nan K m_ubv_I = nan\n", + "M = 1.600 Msun T = 7037 K m_ubv_I = 11.30\n", + "M = 1.700 Msun T = 7242 K m_ubv_I = 11.04\n", + "M = 0.631 Msun T = nan K m_ubv_I = nan\n", + "M = 7.943 Msun T = 2739 K m_ubv_I = 21.09\n", + "M = 0.631 Msun T = nan K m_ubv_I = nan\n", + "M = 4.000 Msun T = 10127 K m_ubv_I = 21.54\n", + "M = 1.200 Msun T = 6151 K m_ubv_I = 12.60\n", + "M = 2.000 Msun T = 7250 K m_ubv_I = 10.07\n", + "M = 1.900 Msun T = 7312 K m_ubv_I = 10.38\n", + "M = 0.794 Msun T = nan K m_ubv_I = nan\n", + "M = 2.000 Msun T = 7188 K m_ubv_I = 10.05\n", + "M = 1.700 Msun T = 7246 K m_ubv_I = 11.03\n", + "M = 1.800 Msun T = 7355 K m_ubv_I = 10.74\n", + "M = 4.000 Msun T = 11144 K m_ubv_I = 21.67\n", + "M = 3.000 Msun T = 11468 K m_ubv_I = 21.23\n", + "M = 0.501 Msun T = nan K m_ubv_I = nan\n", + "M = 5.012 Msun T = 2739 K m_ubv_I = 21.09\n", + "M = 3.700 Msun T = 12543 K m_ubv_I = 21.79\n", + "M = 3.200 Msun T = 10973 K m_ubv_I = 21.39\n", + "M = 2.000 Msun T = 7250 K m_ubv_I = 10.07\n", + "M = 1.800 Msun T = 7355 K m_ubv_I = 10.74\n", + "M = 5.000 Msun T = 10786 K m_ubv_I = 21.81\n", + "Secondaries\n", + "M = 1.900 Msun T = 7266 K m_ubv_I = 10.39\n", + "M = 0.320 Msun T = nan K m_ubv_I = nan\n", + "M = 2.300 Msun T = 4923 K m_ubv_I = 8.25\n", + "M = 0.200 Msun T = 3299 K m_ubv_I = 18.60\n", + "M = 3.500 Msun T = 11388 K m_ubv_I = 21.43\n", + "M = 3.000 Msun T = 12026 K m_ubv_I = 9.66\n", + "M = 1.900 Msun T = 7266 K m_ubv_I = 10.39\n", + "M = 4.500 Msun T = 11882 K m_ubv_I = 21.70\n", + "M = 2.500 Msun T = 17317 K m_ubv_I = 20.56\n", + "M = 2.880 Msun T = 8175 K m_ubv_I = 8.48\n", + "M = 3.700 Msun T = 11133 K m_ubv_I = 21.62\n", + "M = 3.600 Msun T = 9273 K m_ubv_I = 7.79\n", + "M = 1.000 Msun T = 5608 K m_ubv_I = 13.49\n", + "M = 0.420 Msun T = 2424 K m_ubv_I = 18.15\n", + "M = 1.750 Msun T = nan K m_ubv_I = nan\n", + "M = 0.170 Msun T = nan K m_ubv_I = nan\n", + "M = 1.620 Msun T = 7460 K m_ubv_I = 11.29\n", + "M = 1.200 Msun T = 6207 K m_ubv_I = 12.60\n", + "M = 7.000 Msun T = 17765 K m_ubv_I = 22.87\n", + "M = 1.350 Msun T = nan K m_ubv_I = nan\n", + "M = 4.050 Msun T = 10873 K m_ubv_I = 7.28\n", + "M = 2.500 Msun T = 15710 K m_ubv_I = 12.21\n", + "M = 0.960 Msun T = 5540 K m_ubv_I = 13.37\n", + "M = 0.680 Msun T = 3924 K m_ubv_I = 15.03\n", + "M = 2.000 Msun T = 7152 K m_ubv_I = 10.05\n", + "M = 40.000 Msun T = 10250 K m_ubv_I = 20.09\n", + "M = 3.500 Msun T = 11388 K m_ubv_I = 21.43\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "M = 1.200 Msun T = 5961 K m_ubv_I = 12.65\n", + "M = 0.600 Msun T = 3462 K m_ubv_I = 15.73\n", + "M = 0.600 Msun T = 3950 K m_ubv_I = 15.85\n", + "M = 0.570 Msun T = 3878 K m_ubv_I = 16.05\n", + "M = 3.000 Msun T = 11498 K m_ubv_I = 21.24\n", + "M = 1.400 Msun T = 6747 K m_ubv_I = 11.89\n", + "M = 0.340 Msun T = 1962 K m_ubv_I = 19.95\n", + "M = 0.720 Msun T = 4155 K m_ubv_I = 14.72\n", + "M = 2.000 Msun T = 7108 K m_ubv_I = 10.03\n", + "M = 1.500 Msun T = 7084 K m_ubv_I = 11.71\n", + "M = 1.200 Msun T = 6155 K m_ubv_I = 12.58\n", + "M = 7.000 Msun T = 17707 K m_ubv_I = 22.87\n", + "M = 0.740 Msun T = nan K m_ubv_I = nan\n", + "M = 1.920 Msun T = 8764 K m_ubv_I = 10.90\n", + "M = 1.800 Msun T = 7808 K m_ubv_I = 10.80\n", + "M = 0.900 Msun T = 5193 K m_ubv_I = 13.65\n", + "M = 4.000 Msun T = 11312 K m_ubv_I = 7.43\n", + " Time taken: 133.39 seconds\n", + "Isochrone generation took 373.063306 s.\n" + ] + } + ], + "source": [ + "import spisea\n", + "from spisea import evolution, synthetic\n", + "import math\n", + "# Check if the evolution class works fine\n", + "import time\n", + "import numpy as np\n", + "t1=time.time()\n", + "bps=evolution.BPASS()\n", + "iso1=synthetic.Isochrone_Binary(9.0, 0.7, 100,math.log10(1), mass_sampling=1, filepath='/g/lu/scratch/ryotainagaki/BPASS_iso_filesTimedIsolated/')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Table length=0\n", + "
\n", + "\n", + "\n", + "\n", + "
massLTeffRloggisWRmass_currentphasesourcem_ubv_Um_ubv_Vm_ubv_Bm_ubv_Rm_ubv_I
solMassWKmsolMass
float64float64float64float64float64boolfloat64float64int64float64float64float64float64float64
" + ], + "text/plain": [ + "\n", + " mass L Teff R logg ... m_ubv_V m_ubv_B m_ubv_R m_ubv_I\n", + "solMass W K m ... \n", + "float64 float64 float64 float64 float64 ... float64 float64 float64 float64\n", + "------- ------- ------- ------- ------- ... ------- ------- ------- -------" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "iso1.primaries[np.where(iso1.primaries['mass']< 0)]" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Table length=0\n", + "
\n", + "\n", + "\n", + "\n", + "
masslog_aLTeffRloggisWRmass_currentphasemergedsourcem_ubv_Um_ubv_Vm_ubv_Bm_ubv_Rm_ubv_I
solMassWKmsolMass
float64float64float64float64float64float64boolfloat64float64boolint64float64float64float64float64float64
" + ], + "text/plain": [ + "\n", + " mass log_a L Teff R ... m_ubv_V m_ubv_B m_ubv_R m_ubv_I\n", + "solMass W K m ... \n", + "float64 float64 float64 float64 float64 ... float64 float64 float64 float64\n", + "------- ------- ------- ------- ------- ... ------- ------- ------- -------" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "iso1.secondaries[np.where(iso1.secondaries['mass'] < 0)]" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Table length=0\n", + "
\n", + "\n", + "\n", + "\n", + "
masslog_aLTeffRloggisWRmass_currentphasemergedsourcem_ubv_Um_ubv_Vm_ubv_Bm_ubv_Rm_ubv_I
solMassWKmsolMass
float64float64float64float64float64float64boolfloat64float64boolint64float64float64float64float64float64
" + ], + "text/plain": [ + "\n", + " mass log_a L Teff R ... m_ubv_V m_ubv_B m_ubv_R m_ubv_I\n", + "solMass W K m ... \n", + "float64 float64 float64 float64 float64 ... float64 float64 float64 float64\n", + "------- ------- ------- ------- ------- ... ------- ------- ------- -------" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "iso1.secondaries[np.where(iso1.singles['mass'] < 0)]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For a sanity check, we can see that the primaries, secondaries, and single stars have phasees of 5 or of 101. Note that we will have a phase of 110 in order to indicate a mystery compact remnant that BPASS provides for NEWSECMODS (secondary star models with compact primaries). This is since we haven't added neutron stars or black holes yet. Stars with phase of -99 exist, and those are the secondary stars that have already merged." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Isochrone generation took 83.553300 s.\n", + "Making photometry for isochrone: log(t) = 9.00 AKs = 0.70 dist = 100\n", + " Starting at: 2021-01-08 01:23:32.100342 Usually takes ~5 minutes\n", + "Starting filter: ubv,U Elapsed time: 0.00 seconds\n", + "Starting synthetic photometry\n", + "M = 0.106 Msun T = 2909 K m_ubv_U = 33.40\n", + "M = 1.215 Msun T = 6415 K m_ubv_U = 20.55\n", + "M = 2.038 Msun T = 7816 K m_ubv_U = 17.29\n", + "M = 2.055 Msun T = 4955 K m_ubv_U = 19.05\n", + "M = 2.071 Msun T = 4749 K m_ubv_U = 18.64\n", + "M = 2.275 Msun T = 4576 K m_ubv_U = 18.06\n", + "M = 2.287 Msun T = 3677 K m_ubv_U = 17.25\n", + "M = 2.287 Msun T = 3493 K m_ubv_U = 17.19\n", + "M = 2.287 Msun T = 3478 K m_ubv_U = 17.19\n", + "M = 2.288 Msun T = 3244 K m_ubv_U = 17.39\n", + "M = 2.288 Msun T = 3188 K m_ubv_U = 17.69\n", + "M = 2.288 Msun T = 29326 K m_ubv_U = 12.80\n", + "M = 2.288 Msun T = 134813 K m_ubv_U = 17.53\n", + "Starting filter: ubv,B Elapsed time: 3.16 seconds\n", + "Starting synthetic photometry\n", + "M = 0.106 Msun T = 2909 K m_ubv_B = 33.52\n", + "M = 1.215 Msun T = 6415 K m_ubv_B = 20.63\n", + "M = 2.038 Msun T = 7816 K m_ubv_B = 17.21\n", + "M = 2.055 Msun T = 4955 K m_ubv_B = 18.57\n", + "M = 2.071 Msun T = 4749 K m_ubv_B = 17.98\n", + "M = 2.275 Msun T = 4576 K m_ubv_B = 17.26\n", + "M = 2.287 Msun T = 3677 K m_ubv_B = 16.33\n", + "M = 2.287 Msun T = 3493 K m_ubv_B = 16.54\n", + "M = 2.287 Msun T = 3478 K m_ubv_B = 16.56\n", + "M = 2.288 Msun T = 3244 K m_ubv_B = 17.33\n", + "M = 2.288 Msun T = 3188 K m_ubv_B = 17.85\n", + "M = 2.288 Msun T = 29326 K m_ubv_B = 13.88\n", + "M = 2.288 Msun T = 134813 K m_ubv_B = 18.72\n", + "Starting filter: ubv,V Elapsed time: 6.27 seconds\n", + "Starting synthetic photometry\n", + "M = 0.106 Msun T = 2909 K m_ubv_V = 30.94\n", + "M = 1.215 Msun T = 6415 K m_ubv_V = 19.16\n", + "M = 2.038 Msun T = 7816 K m_ubv_V = 16.12\n", + "M = 2.055 Msun T = 4955 K m_ubv_V = 16.52\n", + "M = 2.071 Msun T = 4749 K m_ubv_V = 15.80\n", + "M = 2.275 Msun T = 4576 K m_ubv_V = 14.98\n", + "M = 2.287 Msun T = 3677 K m_ubv_V = 13.46\n", + "M = 2.287 Msun T = 3493 K m_ubv_V = 13.68\n", + "M = 2.287 Msun T = 3478 K m_ubv_V = 13.71\n", + "M = 2.288 Msun T = 3244 K m_ubv_V = 14.82\n", + "M = 2.288 Msun T = 3188 K m_ubv_V = 15.44\n", + "M = 2.288 Msun T = 29326 K m_ubv_V = 13.30\n", + "M = 2.288 Msun T = 134813 K m_ubv_V = 18.29\n", + "Starting filter: ubv,R Elapsed time: 9.40 seconds\n", + "Starting synthetic photometry\n", + "M = 0.106 Msun T = 2909 K m_ubv_R = 25.82\n", + "M = 1.215 Msun T = 6415 K m_ubv_R = 16.25\n", + "M = 2.038 Msun T = 7816 K m_ubv_R = 13.39\n", + "M = 2.055 Msun T = 4955 K m_ubv_R = 13.40\n", + "M = 2.071 Msun T = 4749 K m_ubv_R = 12.64\n", + "M = 2.275 Msun T = 4576 K m_ubv_R = 11.77\n", + "M = 2.287 Msun T = 3677 K m_ubv_R = 9.85\n", + "M = 2.287 Msun T = 3493 K m_ubv_R = 9.72\n", + "M = 2.287 Msun T = 3478 K m_ubv_R = 9.72\n", + "M = 2.288 Msun T = 3244 K m_ubv_R = 9.98\n", + "M = 2.288 Msun T = 3188 K m_ubv_R = 10.31\n", + "M = 2.288 Msun T = 29326 K m_ubv_R = 10.78\n", + "M = 2.288 Msun T = 134813 K m_ubv_R = 15.84\n", + "Starting filter: ubv,I Elapsed time: 12.57 seconds\n", + "Starting synthetic photometry\n", + "M = 0.106 Msun T = 2909 K m_ubv_I = 20.31\n", + "M = 1.215 Msun T = 6415 K m_ubv_I = 12.48\n", + "M = 2.038 Msun T = 7816 K m_ubv_I = 9.75\n", + "M = 2.055 Msun T = 4955 K m_ubv_I = 9.42\n", + "M = 2.071 Msun T = 4749 K m_ubv_I = 8.61\n", + "M = 2.275 Msun T = 4576 K m_ubv_I = 7.70\n", + "M = 2.287 Msun T = 3677 K m_ubv_I = 5.31\n", + "M = 2.287 Msun T = 3493 K m_ubv_I = 4.87\n", + "M = 2.287 Msun T = 3478 K m_ubv_I = 4.84\n", + "M = 2.288 Msun T = 3244 K m_ubv_I = 4.46\n", + "M = 2.288 Msun T = 3188 K m_ubv_I = 4.56\n", + "M = 2.288 Msun T = 29326 K m_ubv_I = 7.48\n", + "M = 2.288 Msun T = 134813 K m_ubv_I = 12.62\n", + " Time taken: 15.82 seconds\n" + ] + } + ], + "source": [ + "iso2=synthetic.IsochronePhot(9.0, 0.7, 100, math.log10(1), mass_sampling =1 , recomp=True) # New MIST v.1 isochrone for same metallicity" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "from spisea import imf\n", + "from spisea.imf import imf, multiplicity\n", + "from spisea import ifmr" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Make the clusters corresponding to the binary star isochrone and the MISTv.1 isochrone" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "module 'spisea.synthetic' has no attribute 'Binary_Cluster'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mclus_1\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0msynthetic\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBinary_Cluster\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0miso1\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mimf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mIMFSalpeter1955\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmultiplicity\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmultiplicity\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mMultiplicityResolvedDK\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m10000\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mifmr\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mifmr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mIFMR_Spera15\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mclus_2\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0msynthetic\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mResolvedCluster\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0miso2\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mimf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mIMFSalpeter1955\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmultiplicity\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmultiplicity\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mMultiplicityUnresolved\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m10000\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mifmr\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mifmr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mIFMR_Spera15\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mAttributeError\u001b[0m: module 'spisea.synthetic' has no attribute 'Binary_Cluster'" + ] + } + ], + "source": [ + "clus_1=synthetic.Binary_Cluster(iso1, imf.IMFSalpeter1955(multiplicity=multiplicity.MultiplicityResolvedDK()), 10000, ifmr=ifmr.IFMR_Spera15())\n", + "clus_2=synthetic.ResolvedCluster(iso2, imf.IMFSalpeter1955(multiplicity=multiplicity.MultiplicityUnresolved()), 10000, ifmr=ifmr.IFMR_Spera15())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's make sure that I am getting just about enough star mass for my cluster. (It was a bug before I used an adjustment factor.)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "clus_1.star_systems['systemMass'].sum()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "arr =[]\n", + "for x in range(100):\n", + " clus_1=synthetic.Binary_Cluster(iso1, imf.IMFSalpeter1955(multiplicity=multiplicity.MultiplicityResolvedDK()), 10000, ifmr=ifmr.IFMR_Spera15())\n", + " arr.append(clus_1.star_systems['systemMass'].sum())" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "hist, bins, patch = plt.hist(np.array(arr), bins=30, histtype='step', label='BPASS clusters with x mass')\n", + "plt.title(\"BPASS cluster mass distribution (# of models within mass bin over mass)\")\n", + "print(np.median(np.array(arr)))\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "clus_1.companions['mass']" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "iso1.secondaries[3870]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.hist(iso1.primaries['mass'], bins=30)\n", + "plt.xlabel(\"initial mass in solar masses\")\n", + "plt.yscale('log')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.hist(iso1.secondaries['mass'], bins=30)\n", + "plt.xlabel(\"initial mass in solar masses\")\n", + "\n", + "plt.yscale('log')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.hist(iso1.singles['mass'], bins=30)\n", + "plt.xlabel(\"initial mass in solar masses\")\n", + "\n", + "plt.yscale('log')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.hist(clus_1.star_systems['systemMass'], bins=30)\n", + "plt.xlabel(\"initial mass in solar masses\")\n", + "\n", + "plt.yscale('log')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.hist(clus_2.star_systems['systemMass'], bins=30)\n", + "plt.xlabel(\"initial mass in solar masses\")\n", + "\n", + "plt.yscale('log')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "hist, bins, patch = plt.hist(clus_1.star_systems['systemMass'], bins=30, histtype='step', label='BPASS')\n", + "plt.hist(clus_2.star_systems['systemMass'], bins=bins, histtype='step', label='MISTv.1')\n", + "plt.xlabel(\"initial mass in solar masses\")\n", + "\n", + "plt.yscale('log')\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "hist, bins, patch = plt.hist(clus_1.star_systems['systemMass'], bins=30, histtype='step', label='BPASS')\n", + "plt.hist(clus_2.star_systems['systemMass'], bins=bins, histtype='step', label='MISTv.1')\n", + "plt.xlabel(\"initial mass in solar masses\")\n", + "\n", + "plt.yscale('log')\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "hist, bins, patch = plt.hist(clus_1.star_systems['mass'], bins=30, histtype='step', label='BPASS')\n", + "plt.hist(clus_2.star_systems['mass'], bins=bins, histtype='step', label='MISTv.1')\n", + "plt.xlabel(\"initial mass in solar masses\")\n", + "\n", + "plt.yscale('log')\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "hist, bins, patch = plt.hist(clus_1.companions['mass'], bins=30, histtype='step', label='BPASS')\n", + "plt.hist(clus_2.companions['mass'], bins=30, histtype='step', label='MISTv.1')\n", + "plt.xlabel(\"initial mass in solar masses\")\n", + "plt.yscale('log')\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Comparison with the MIST v1 cluster\n", + "clus_2.star_systems['systemMass'].sum()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.hist(iso1.primaries['mass'], bins=30)\n", + "plt.yscale('log')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.hist(iso1.singles['mass'], bins=30)\n", + "plt.yscale('log')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.hist(iso1.secondaries['mass'], bins=30)\n", + "plt.yscale('log')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "np.where(iso1.secondaries['mass']>iso1.primaries['mass'])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "np.unique(iso1.primaries[np.where(iso1.secondaries['mass']>iso1.primaries['mass'])]['source'])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "clus_2.star_systems['systemMass'].sum()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "hist, bins, patch = plt.hist(clus_1.companions['log_a'], bins=30, histtype='step', label='BPASS')\n", + "plt.hist(clus_2.companions['log_a'], bins=30, histtype='step', label='MISTv.1')\n", + "plt.legend()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "astroconda", + "language": "python", + "name": "astroconda" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/Cluster_Mass_Error_Demonstration/iso_7.00_0.00_01000_m10.fits b/Cluster_Mass_Error_Demonstration/iso_7.00_0.00_01000_m10.fits new file mode 100644 index 00000000..846fbba7 --- /dev/null +++ b/Cluster_Mass_Error_Demonstration/iso_7.00_0.00_01000_m10.fits @@ -0,0 +1,273 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 97 / length of dimension 1 NAXIS2 = 662 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 13 / number of table fields TTYPE1 = 'L ' TFORM1 = 'D ' TUNIT1 = 'W ' TTYPE2 = 'Teff ' TFORM2 = 'D ' TUNIT2 = 'K ' TTYPE3 = 'R ' TFORM3 = 'D ' TUNIT3 = 'm ' TTYPE4 = 'mass ' TFORM4 = 'D ' TUNIT4 = 'solMass ' TTYPE5 = 'logg ' TFORM5 = 'D ' TTYPE6 = 'isWR ' TFORM6 = 'L ' TTYPE7 = 'mass_current' TFORM7 = 'D ' TUNIT7 = 'solMass ' TTYPE8 = 'phase ' TFORM8 = 'D ' TTYPE9 = 'm_ubv_U ' TFORM9 = 'D ' TTYPE10 = 'm_ubv_B ' TFORM10 = 'D ' TTYPE11 = 'm_ubv_V ' TFORM11 = 'D ' TTYPE12 = 'm_ubv_R ' TFORM12 = 'D ' TTYPE13 = 'm_ubv_I ' TFORM13 = 'D ' REDLAW = 'N09 ' ATMFUNC = 'get_merged_atmosphere' EVOMODEL= 'MISTv1 ' LOGAGE = 7.0 AKS = 0.0 DISTANCE= 1000 METAL_IN= -1.0 HIERARCH METAL_ACT = -0.9761970853273753 WAVEMIN = 3000 WAVEMAX = 52000 END EIҩ@xyA㽬?7+@)i6F?5@7>Mo@6 ܝ,@4ix9@3Ƿ#!@2pCT2HEl@ \A4?q܈t@~F?qQ;d@724F@6 @4MA @3$[@2gj EZ6O@(An/?Ot[@}^8uF?OrmDl@7%5uF@6 I>@4sHoW@3|Px@2]Z"/E'-&l@EANa?,5@}9FF?,p@7Ǚ@5Eq@4h".Q]@3{@2Si]E,@N9A`Ow? Kě@|q%BF? IU@7 +#q@5]`@4\T@3@2IսE7(@dhMAVl~ ?Kך@{i4F?Wl@6U(z@59Ι @4Q(~X@3uo/@2?^ҬET@2 AF4#P?ZT@z m;F?W:@6Y@5׼v@4Epӫ6@3j^bd@254sE0b@:A솥?NZP@yF?NYF@6Y i@5˃@4:W Ҩ@3_T1=@2+LfEүp@A?e @xF?ӕvſ@6;N?@5P667}@4.5^@3TK%o5@2!ǶE]@k,6AV?)!@w2 F?) I1@6*7@5$ @4#!_@3IC&@2i,nEuf@,S.A_j$C?:@vحaF?9,cUo@6#@5D + @47E@3>:]ie@2-ZEBQ;@,@B]A"1|? >r@uhwF?@6"O@5*G`@4 fk@33/(y@2E۱@ VA?oCu@tF?oҺW@6"/}@5 M@4sB@3(@18E \@"m-AS4?^/@s+F?]?@6 B@5@3rw@3\-@1^PE!B V@([tA?Çym;@rEF?Çw.8@6ln&@5sC(h@3jg-@3:Q@1㝂bF?UK̿@6pQ?@5a6 @3ײd<@2KG@1b>E# Gh+ =@=x\AWP^;?-u͛^@rAF?-t~e@6\^a@5OWö@3'@2ﰇm@1LXE$2^A@PeAV&? + <@q5TF?(0@6GJV@5NE([@TEAg&@Y@?f_@p.|AF?T*@5c.g@4 DZ@3os'p@2,^@1|E*w{&ds@]M89A ~?='s@o˂bIdF?='N@5@4@.6&@3[+@2W@1kjnLE,'r@#o.Adh?̍Sd@oX<@F?̍ɿ@5Ŗ@4Zʠj@2@2T]l@1 +E3p.@mMAI]Ay?N$ fV@ne=QF?Nwf@5<@4H`ƅc$@2B@2 %@0/E5tY%9@3:UAm$7?rb$-@oA2VyF?r*@5S{(@4(`0I@205@1@0dOnE5чkW@|A)P?Ӫ15ȅ@oF?Ӫ/ck@5v &O@4"!Lc@2Pʥ@1GV+@0m\E6/v@ %?AOFv?9@oo2eF?a@5 ^@4U @2@1@0+֥E6?`yd@|"As"I? u@p){ PF?B@5$U@44Y@@2-Re@1@@0C`E6I6@ +9VAy?:@pCׄF?:@qJ;F?L*=?-@4}BP@4 J@28Zb@1󡉒L@0zE8(/3qO@(9٫A7Xp?ՍoVR@tH镔F?Սh*F̿@4ӓnը\@3pBFG@2@1\M@0_t5E9ř@#G{f~A{?"@ubO>oF?p@4>C9@3۰|@2w\Y@1n08@0nE;\qP}@T%{|dAg Fb?D@xuDF?;i@4=v_@3Ҍu@2bzT@1 "@08+pE>"T5@ASE+O?ؑZ59@}i6F?ؑ컹ʿ@4w@3@2?*@1}f@03&E?@IޥFA ?R/|@ԇF?R-@4a$ @3He@2.7 @1o_@0ysEA3_@uhAN?չK3u@F?նd@46(:@3_@2 @1RSfB@0a. +TEBx@^)"AAEnR?}0*@mi|0F?zl/q@4j'x@3@x@1jf~@1:ݨ@0NyEC0- S@A|gX?4;1@u]F?48@3uAs@3$TV@1ݘН/@1&S1@0=LZED4@ֺ8E`A5;>?OۮT~@M=$F?OӒ.K@3Ոډ@3 @1I}z@1ZI@0,wbEF %P@KTϑAAed?]M 5@P5F?]J\@3-:T@285@1=YF@0{{8+6@0bEG@H=t@"Q{A`'?%}I@$F?%|3Sv@3/@2بe6@1߽<@0yZ@0>yEHj~@=::AeSf?S@=%[F?Q5N@3$[@2]@1D@04g@0{+EI_̇:@W^.0A{"? +f?@" F? +d6@3mMS<@2b5@1zG;P@0 +@/誜YEJܝ@qdQA~o?|T@@lF?|Z$@3Sʫ@2*)@1gvs@0?>@/ELdA@JAKdu}?8m@NJF?p@37#G@2}R>RX@1Sb@0U@/B$ENsq{@'9A"l?Ed+ı@R;=F?Cw@3cSGg@2e~9@1?_o~@0 0#@/3 +EOD=@c!@AϢ ?)@IiF?'u@2D,@2K +@1*a@0Ph@/r3@EQm53@ONA@U?HI@1F?F"@2iɃ@2*B@1J@0oSqb@/L +ERfLl&_@&Aa1 +?C]e] @n_ F?C6Q8@2Cྲ@2(Pd@0z@0VL@/#Z +XESwp@JUA4K?00v@>_F?vN׿@2R@18.@0A2x@0<5*k@.,bEUiA>G@A"/?#M@%F?J@2OG)D(@1Kӱ#@0GA@0 Fw@.dxDEWY Fi@ϺAM?vp?#vr@ʱ2"F?#@2~zp1>@1rM@0P@0hi@.sy&EZs`@ A¨dVA1?p@݉D߃F?fY@1fEE4@1]RR@0ecs@/<^p@.]2eE]~:D@nupVAϧn?q @PF?ny֚@1?m'Ȭz@1u kF?m#8t@-o@.1zk@,_\@,\U@+y+PELKj@q(Av2؛O? j@ ,mF? Lܿ@-]@-i4 @,9W@,N@@+CuEu|χ@g$-A)D;?@?ZŅ_@F?V+@,m2y@-X*W[@,Z4c@+CƖ@+2lEAb'a@BmyfiAɟ? + @4aWF? +l4@, @- +@,%it@+Dz74@*Egwl@ZqAZٸ?J!@XF?JKx@,i^)@,) +ꌼ@+S3w@+_Q@*zE?R2@,|'Aʐ;hD?x|}@agvF?/@,H/@,|cku@+ +х @+$G<@*x?X&XE}a@/&B!A/&( U?# +En@JCF?d~h@+xL.@,?@+rj$u@*9@*T2F EBQ@#AC?F@,F?c@+%F?@,@+FM<@*t9@*5yraET@qQEbAɉD?$K@=r*F?!'@+ +G@+A_eڭ@* +@*Z+2@)@c9E_p@e FAꯁp?Q}@X:22F?Q/@*̠@+#PU@*@*N$k@)bE-!.@8rPuA/8=?@zo|F?q@*6@+ & @* +hVE@*G @)E|%˻@PeAVaC?_+@$F?T{h@*UL@*<{k@*pUL.@*CRc@)4E]1H@i_ +AƁMdt?~@C4@zcF?~sq@*;L@*54@*uaBW@*? 7]@) O;EJE@`CX A5 ?Vh@ლCF?(@*ÐIC@*d*8@*lEmsv@*:P-V@)'Eh@,:SA'V?8f@q/F?8b@*@*[%@*PL@*%dZ@)\[Em@@ԙAڒM?LAM@ HF?H~Fl@*v:_?@*l-@*2@* `V@)ٟE @}YsA+ov?[$6@ J8F?VT߿@*je@*dyk@*\]M@)G4"@)Κ`E 2@qA~f?fW@tF?f7@*7ng@*+!@)4⏘@)Ӭm9/@)oE&wD[@3uTA 6m?vzH@ +LF?qPKs@*q㤵@*Fڒ@) w@)8+]@)~@EKmjdw@uqA}]?THt@"xF?T:$q@)c +@)ICT]@)(*@)6T@) \`E)e@ۉIAX E?v_@@(QEF?q{!@)e@)p@)yPY@)pl1@)dUBE ;@)~A+{?8q4d@*?F?8;@)z!@)@)f>P@)_=O@)VfTrEBgj@V $GA?V?{W@,k$$cF?{P@)uN0v@)p鸚@)T@)OWn$=@)IBcEˊQ@®9DVy Ao U^?jvbq@/3LF?di:z@)EFg@)G@)1Ϗ@)/x3@).clE7ލ@h4IAƊD%?P獶@0< +ÛwF?P@),nW@1 ~F?:@)@)ߐg@))`@)eW@)/bEhm@#^XC\ZAƺ5??R2}@1dUɵ5F?Kv@)oRD +@)Ն@)Ɠr<@)D@) !KEI@:e?0A1x2?Xm@1ZKF?짮1@(8@)@@( Po@(@@)LEb@IpA.)?@1&F?@@(b@(7@(a/m@(\@(E%851@ZWc!An.T?#d&@2.xF?#@(3@(%CZ@(k@(%0l +@(&7Ec1t;@cJ_AX0P?3;1@2G-F?34@( +K@(/@(dT@(X)A@(ҖEy{Ow@k3Ag ?C!BU@2`ߒ.F?CW1[L@(I@((tQ@(5@(Œ(@(Z4UEaF(@u׿A -I?S1!E3@2zEF?S*C@((@3F?׆7@@(`?@(S@( u@(%@(tE#i@8ЀNAǸ?/|@4+^6vF?/iK@(G`i@({o@(>b(@(i@(f4E0@įA5 $?>@&k@59l F?5ǝ@(/n@(i\?R+J@(s@(|?"X@( +E*U@zCA[?eln@6V%F?\[$`@(Am4@(R@Y@(`:we!@(i^w@(}׷/ E@~\@%sAA?MUQ@8v F?M{Q@'m$@(@ȣ@(PʟB@(ZĊ@(p|Eن@j ]gA5RŰ1?g@;DF? u@'ۗ?\@(+э+"@(><@(I+ݸ@(`jQE]oN@Ų^ݏATWୡ?3ԝ@=FJF?3~@'_w@(U=@(+:Ud@(7=@(PވE~@Aj4?fX3@?hoF?[@'@(ܹZ*@(?L@()b uR@(DmNjEң@)T2$AȄC)?ʈf@BiЄ<;F?/f@'{^i@'#-@( $|\f@(/@(6L EC#C@jsFXAȞ ?aи@D$F?a@'tC@'1<@'Ɠ@( +a?@(([*p[EB@Ƴ> AȾk%?g*@Gj{?F?[@'X[2)n@' C:@'ꛐr&@' :^ @(]IExIy@sA,å?Lܠ0@IF?Lt2dq@'?x@'=D@'ڬ{^@'K@( LE!7@6 =A(rIf?+ux@K*)F?v~@'&j?#@'u@'/R@'ټE@'ĸeEB.߾W@LJҔa`A$v3[g@)%@Mg}F@)$@'\T@&I@&Th@'3@'9@7E YM@ʿ|AWOل@@i}B@TBPF@i˗@%`f@&[F8@&@&`Z@')(Ewa@tAˏ7@`w9N@T-n +F@UT:@%@&)Ë@&̌$\Y@&=+cU@'}ŸEҳ }w@0ў JA˷-?Du@@S"iF@H@%yB@&E7|E@&+"H@&0/@' E߃u@z7zA E@?c@R*HBF@?Wt@%=Ji@&s$7@&/7@&@d@& + E[7%@˷xuHA1}Yf@Rb@R:[JF@ |@%|`V@&b9I}@&.-@& +P?Gx@&YmEP=@%@5`Ar@lFV@Q8.F@_,zO@%d'NзK@&NC#x&@&*3@&@&Q>Eo@.`k7vA̠NP*@ =@PF@uir@%RVQ@&?nM@&{"ą@&1@&8DgE؇;1@| HAx&~@ug@O3A;F@u >@%6C@&)e;A@&e2tM@&~xF@&t2iE6~@ϵAΐ V-L@rXE@F"܂F@R@$;K @%t{@%C@&Xl5@&UҬ6E͗@x@G m}Aʡ:s@V@EiSF@'8@$j>L@%s_~@%Sz@&/m@&Hn.;EⒹ@΁|)9oAFѱ@"԰@D~\3F@"}@$@%<"d@%V@%.ff@&:9AEy@νӧAJ/L:@t?@B }F@t @$n`@%Dا@% @%udE@&+RvEcO7@PwHA)@ 3$<+@?m0F@ 3h_@$?)H@%\f@%+\zҒ@%i@&R&LFE U@ϔaABO @ G@=fXF@ S@$(1 2@%IU<@%%M#2@%_@%ԍ7EW@9ϝ +ADZ@ +f@;I*F@ +[@$"j6@%4XZ&@%~HE@%z,@%;Eϝ*@IAq"#@ +o)@9@JDF@ +oѝC@#WV@%$c@%j1ʢ@@%/O@%ҕ|LA&EnU@?NL 2AПi ^0@ +/"@7 +pF@ +Q@#W@% 8G@%Ugf@%tywb@%CINEɍ@_QrA+@ Et @5ˆaF@ E6\@#S[@$by:0@%Du$@%cs@%|^E?Czr@Ѐ2চA@ iF:~@4&]F@ M@g0@#I(@$f@%3@%St@%hՆE!!b:@П;Aꥴ@ u<@2SOF@ e@#t@$O+@%$X_'U@%D%p?@%IQ E@ob$A7S@ d^E@0F@ dht@#'@$Ýy@%MF@%3~yÇ@%D +Ew0!@zaLA_5@ Neh\@._F@ .z@#t~@$/@%PnD%@%#"b@%q+ERwo@Bs!Aч ,@ 1_ۻ@,DF@ 1>d^h@#`a@$@@$6S@%=ܰ@%bNG"E1GO@"SߟAѭֹk1@ w9@+(i{F@ U|б@#L@$WF]@$nn@%2h@%S7E+@Dg7AaP@ ,BT@)KbF@  @#7%}@$}]v$q@$И`R'@$vu`@%C&E1YS5@g8nHAUg@l:`p @'^%F@l@'7@#""0@$kt @$rQ;@$…~@%3(E9A9@шp%wA*`,@;F)@%|gnF@N@# {x@$Z>YF @$%@$Ѱgv@%$VP EB~@ѨAR@=@q#@#F@=8 +@"73C&@$I$~@$Fc@$$I@%E_"*2@ɛ11A{@ȝL4@!~&EF@5v@"N@$8[c@$hS?@$'n @%KckE@D3Aү~@/ +@To|F@@@"΄j@$#U]@$z0 @$\@$/EM(=@PkA@x@[ d\@{/F@Zy@"&,@$Z"p@$f8@$6@$݆v-Ej@A᎚1AGyr@@Y7gF@蝶@"?X^@#@$SCR@$wԟG@$gf+Eai@fqWAI92=@5nO@%e3F@t2@"M@#@$AoG@$f6!W@$8E\%p@ҋfuAz2@@\HF@V@"sE@#bs@$/OP\@$T/3 @$"HBF# +oAӮՕ}o@`k9@wF@`F +#2@uF#A՘j@|t=@8F@Ti@!eS@#'@#tK@#695@#:TDF L!( V@7MQAS=^@,J@'F@,ٜު@!}}@"I +o@#cq)@#Q@#2!NoF @[HtApdѢ@qwV +@gAF@q܊<@!i[Ϊ%@"uc@#S8!@#|8U@#݌' X%Fjλ@ԁkQtA9G@,0$@ilSF@*@!T.1@" tO@#A鴍@#jp @#aFxA;K@ԭ A|1N@O@rF@pQz@!;iU^@"2E@#,8 @#VY*\L@#.pIFlz/{'@ֱєAֿn/5@m@F@mڻ@!"0(@"g/@#Μ@#B$H"@#JFb1~@ڮOA^@@Ľ:m@".F@ĉ@! C@",@#S@#.X@#1{ |FnI'@/vWADr@gT@޳eFF@si~@ @"sm@"p\@#FGa@# NFȑ@Z}YA׉V@y@Ɂ,+[F@yHu@ D@"q1$L@" +d0@#2<@#m KF#]j@ՄAk@ +Մ +@F@1@ BA@"\/ Q@"ȩv@" 8@#ZHBF' @հ?!Ad?@0*D @z%vF@/ϽJ@ &5,@"G !@"H@"@#Gi.F>A֐@\A_=@Ix@IXF@ŭ"17@ ,O"@"0* @"K!J@"|:@#2QF9@T%]Aت_<8@h@SF@#إ@ zCz@"^Js@"D@"XrS@#A-F(OU1s@= A6@m5$@֩qF@m&1c@ aϪBo@"h@"t&W@"ɚ@# +F6i@nfAIMRe@_-t@WUF@h@ G%@!@"]@")Ńv@"#DF-@֞!:Aٚ?E@R#ZX@υ F@QiS@ .(޶!@!@"GN@"u}._@"iTfF 7d@ؖAߐ@<6W@F@x@ @!v @"1c\@"_Y]@"ˏquF!388@sNAEa @:r@M9- F@:W$@ۛw3@!M*'sa@"|@"Il*@"lCF"B[:4@1%1AڝN@^a5@3:#fF@e5@ k@!ܔ8U@"uT@"34*@"F#a\!@c +d:AT@$'E@YSF@#CH@}@!yϝ@!X@"ӹ9@" vF$`@ח/A|AQ:2j,@WP@g:3U F@WH@UJf@!a_2@!zg@"fY@"u, XF%۳8@fN`Aۭ|n`@ #@u6:SF@ CBk@ }wL@!I‚|@!ԋ@!SL@"`aF'=-@* 2AA M;2@­9@YBF@Pc@gz@!1cuC/@!a#@!غ[@"IF(}@3('ArzO;@ 0@ऀ F@@X@!۴@!M]C@!8r@"2*/F* 5@_$tA@z @i<*F@zU @pX2@!Vs@!|)@!!v@"I\F+Kdp~@؅UPAқE@eJ}@,/XF@,@Z @ &l@!i\@!sg@" ?1SF,G@ص#.KA|H5@XO@ypF@X6;B@(bO7O@ ٴ@!S/?@!K}*@!*UIF.,M @=AC}e@p@_F@_sd@ꔵ@ 5@!98t:F@!j 2y@!F0A@17o9Aoޘ@%}@\F@@L[@ @!b=@!O&ŊW@!ďF1 +R@fׅ2AFo@ .sGQ@q,8F@ A @q\\@ B@@!+?@!6M .@!m$F2IK@٢T^qAdDm@ qo@;hF@ qBP@2/}@ j @ vV@!t=X@!tF4VP`@,`A㪖VS@ @F@ Ǹc@X}@ M}İk@ ̚ @ E@!w~1F5`>@ fMA7?X@!iYd@PJ hF@!fZ@ IB@ 0m/l@ °k@ )PQH5@!\ F7h?pL@_IAz)@!v7!t@~{F@!uΕ,2@t* H@ r @ ~$@ ֿ@!Bj8pF9̏V@ڝMAྫྷfR@![ru@yF3F@!S-@4! +B@o@ y *4@ uџU@!'mhF:kzx@ZɆA+@"@riF@"7[x@cdu@jQ@ aW@ 8]g@! rF;}O@՚y_AE@"Y@kݓF@"Y6}[6@{V7@t`@ Jj@ s{L@ 岒T"F=\@ 4oċA፪Ee@"~Z@cc8F@"=@׈@^S@@ 2yI@ hO @ ISF>qIR@)WA׽>)@"fr@[!~9F@"`a@ivk%@.|F@ ]B@ Q0zK@ |j{F@2pv@CU/A#<]>@#&PQ@Ro\F@#%!v#@8@͆@@ ;>Έ@ :֪@ P:F@p@]<'Ar)q@#gϷeA@In{]2F@#g !UH@yRqH@A_@ܤ1Mm@ #*@ *=FA<@@uAįR3R@#jR@@F@# +#u@ro@Dq@Xܷ@ b@ ,FB 9@ەeA^@#湿@6@BF@#@4 +@n@{K@39@ qSVTFDOt@ÆAxcA@$SLA@. +bs F@$Rk@_+@4 E@BJu@@ Up{FEc_@nA٨07@$4s@$ӱ rF@$= +a@ v?@׈Q@L`Z@uSm@ 93\FF|t@R؎nA>r@%N@8F@%/^@s@'@'@;|"F$@ 9:}FHfMR"@M;A2q&r@%tP,@hǥF@%rC@h @~CU@@60J@`I7]FJ*D(@9KA}@%&6z@$xF@%` @XKW@<%b@P`@b\ёk@A{FL![@ܲ2\A,nT_@&SBQG@;Q_z?F@&Q2ჯ @.Ï#@2n@ M7@|@.FN@v@`A_@&J+8@[X7F@&}J@(@ z%t@uIA@9(&@=pJUHFPEi@"BAƠW@'9$k@ F@'775@{@lS˟d@hc r@z@ySFQv@DUR+A'55x@'J +@p,F@'4]@/7=7@%ѣ @?@Zo@dtVG@,#CFR޼d@r ,A(@(.̈8D@۠F`F@(+3EE@C@ 졑@+B@iWXZ@o0NFTSD@ݝcݱA[40x4@( @F@(d(:A@ [ G@DpMs@@!&i3@(:ZFUkg@ y/DAu#t@)+O +@AӲPF@)&M*@F Ik=@HB@f`<@%@`FWgsj@zz8Ag[(@)@+VyF@)D Wr@;@-s&@2@O@esFY{pҾV@%3ܳAsPq#@*3t@=@n fF@-$e@N֊K@cp@Dy@0rW@:[Fe~@މdA@-@s6$F@-w +$@b!6ߥ@y?_j@Tj@{p@UCbFf!=&@ވA(Q+@.2H%AJ@Q"F@."g8&~@B1j;@XU@{ì A6Ȍ*@0m0ĔJ@ONF@0_EGu@@X@@F@LmqFo渚s@ hHAt H@07&Ql@ F@0vkw@~^M[@Ljf@q +V@'swl@-1¨FpWE+@л;A.QG@03p@F@0NѴ@`NV'j@Q8ӏ@S4Fq؉ #@vܪ$A@0A<@KF@0]@r)G@Frژ@ =j@i_ZV@Lxr-Fr8kH@ݹ8~AY.@1 ߱@4EF@0 nl@@C6@e߁@pyK@s SFrQB9@ݥA}BC>@Wm@ĔM@]v)FtZ+‰@"y`Ax@1 @ ŁF@15@AVgt@#؋@<@@u]@ mFu/ O&Q@ auA:@1k,AL@ ynUF@1QQ@{ @ @!*~@2\@W˅Fu@! @c ]A=UA;@1@aV@ c LF@1] ؒ+@޲W@2:@qW%@sgC@sw)Fu2.z@ܢ;tA .kZ@1"Q@ L^]A$B@1!ą"@ 5@F@1Ci@gy@lR@^@?v @>ϾFvht@ܭ(2AAg*?d@1\@ LUF@1I\+@@E\@ċ@%Eq@$bFvDS<@ܖT +A9q-'@1 Yo@ ťF@1|C@NQbe@@7e@ @@ :-Fw[t2`@|{aA25 @2D+V@ 74)F@1]@h&s@r1ѭ@ +@7c@ֶ Fw,E}@hsQAhw@@2xͺ +@ ܵ _F@2a@Q?u0@Z^@pf@w@شrFx'@RWr Acvb=@2/'@ ܨ=F@2r?@:{=@BM>@W0@$V@ +Fx{PL@<޵{Agx' @2?@ T @(`F@2#Cϙ@#scY@*8_4R@?* @h'@V3Fxx@(9SAA8ރp@2OQAJ@ 2[M(F@22O@ yW@G6 @&֏@ڥؔ@@'FyI:@U׼A3C?1@2`xxq@ d} 9F@2BdT@9pt@`ۮq@wd@xe"a@t,$kFy@U AcdK&@2qLEr@ tYF@2RO@mX@4*&s^@&Wl@`ˑYhs@\P>CFz% +[m@&6A?l@2h@ eKF@2b7թ +@W==@/#ގ@9<ۗ@KDf<@Gy2kFz@GA+q@2,b@ [F@2pŻձ@p%.ʜ@}%@}†*@:\m@561MFz_y9@Y0A1c<@2x̅V@ YVuF@2}.|@V7A@Tt8@zm@/T@+Tgo ?F{4#oY@*]L>A' +4M@2A@ ]~ \F@2W#@G@| )@l@*=tz@&wF{hT1G +@HbANb @2a6@ fUEF@2: +@B}U-t@4@X@*8&@'F{m:@h) AԀ@21@ qLV'F@2Rs@Akz@{no@Q_@-`#@*XF{JP@܈onAPp@24@ ~@.F@2F[@B՘\j@a@Ƽ} W@1+J@/)F{kE@ܩZ9^Aly@2b`@ )F@2&@EWu@1@-W@5\E@4EF{A@Ȣ}cA6ԘErw@2IG@ XF@2ΡR@Iެ.@c@k@:Y@9:F| ݘ`@[SAM!@2K9L@ (@"F@2r!M@N0*@gJ@=@3@@:8e@?IF|&H@ ٖ&Aԗf@2 ?@ xF@2 +~@S:79L@q0@چ@Ei@E&{T.F|AH`Zt@-CkAG[@25@ z0V{F@2b@XkZ#@=m@ќ@K2jB@KF|\Qʤ@MfAb8@2P\fg@ ɸ,F@2ʶ@]"t@aE)@\v/@Pɉ @PF|xBc(@mؖ7A1E@2-˲@ Ձ F@2J1@b@Гq@أt@URj@VF|<]@݌9UA0ln@2H$@ 6;qF@21"Y.$@g,j 2@LX@ +kS@ZYaK@ZSF|jmUH@ݫ&-Aװ2O\`@2֊Q@ @F@2k@jཫ(@ؓI"@ !@^1_S@__fF|ԣd@kE3A'Y@2M"@ IF@2([@m/?@څAx@F@V@bEd/@cK8%F|,Rf@hrAn@2°#0@ GF@2ݶ@oTm]@ޠЂ@^SO@exN!@fBsF}7@0-Ag3=@2M@ JF@2( @qEy@s@HD@h4z͛@ip_F};&@tX=AGݮ@2HC@ 7 F@2 Q@qw@юb?@)1e@jvm5|@l#F}_8=@2 +zA*˛!~@2Á5b\@ ;F@2L3[@q4*>@NR@Y@lSn@nu1F}K@IU&Avga@2ño@ 7k\F@2y6@Dc @vɎ@)`fm@3;@KXSF}J@_eodAy-7@2nf@ "4ҽtF@2@kS@S]@)Q@(N@FqF}5d@t@2t@ ,m=F@2ݍ#@~/̖@W@)&y}@@HF~ +}u@ޚ8]llA +g<@26+.Y@ 1eD +hF@2 +y@y#p@?z @)f@fϾ @`H6F~)6@ޫ?kݮAP@2OqP@ 5Q F@26@vwR@ZT@)f@c @rb|F~D[@޺XAM~@2g@ 9uFF@2%Zw0@c@|A`@)o;@s,@=, F~[=2@:A-t@2ĀF@

J*DF@2'U@ܹd@@-պF@:@`|JF~@ޯ'(A6A@2[ah*@ :5;F@2 fm@oW@ @-@`@2faF}?b/@ޘIA\&/S@2{@ 3 "xF@2(@hO@ 5@-E +a@%<@( F}K4'@~/9vA7:c@2Ś. d@ ,7F@2E'@A_V@ [_e@,@S'30F}j @BZA (i@2?D?@ l³F@2^@15~n @z~k@%X@D+]b@E$F}]S;@ݪ!AY'@2V@ FTIF@2Mjc@}h@g@Rk@6|@6T]F}㧇H@ݍiVyAƘr@2pSX @ 3F@2R)@!@߂@I^7@$Qz@%(,F~$pF.@pqZ.bCAY$@2Ƈ @ [F@2&5Y@1/2@=cu@rt@ h\@#SF~b { @T+vlA]ܥx/@2Ơ}#@ zOF@2=v@:V"v>@}e-u @"}M@֜@ĬgW"F~cU@7r +A95@2Ƹ@ |JBF@2Tk:;@ dW@m ؛@.I@R@3wrOF~i?@HA~&C@2f@ h []}F@2l> +@Yb@\H@tq@t-@ޟ1*kF +sӕ@C-AiJi @2ld@ T\䍟F@2D@dYUA@L*@dbB.@B^L@]6F:HO@fA۷@2@ @h}F@2@c;@IE@=Oc@U@!I@Flof@C4ҊB  U@20@ -UVRF@2Aw@./ G>@.Vf@EcU@V$@F'FS.Y@ܥ\B:ET@280 +@ KF@2{!@7@ ?@6kA@A ;@X-BmFw@܇OBf@2Q'@ D<)КF@2.@ $U@b/@(oWS@b @݃FŢ@h47Bgn@2j@ }({F@2B@@ $w"Y@'@S@@cBF4(@YBZBwx@2wmd@ atF@2@@ FX@Xu@@w'@|%ЉF(D\~@J@$BV8@2ǃ5p@ 7F@2p@@ AJ@dl@ @y#Hs@v0|YF8@;&bv B@2ǎ+@ ڃa^V+F@2׿N@@ ҕ*e@ ]6;@ +5@@tIo7@p_x$-FQ1@, BD@2Ǜo_@ Ѥ@F@2*l@@ . fk@Js@ැ@nbip@jʻ2 F WW@ڭWB^O@2Ǧmk@ zF@25@@ m@>V}@$@h]t[@eRwFfn@ xf3BF @2DZ3g@ (F@2@8@@ ׹g@`@k<8@c@_d_F+iB@;p\B& U@2ǽhgM@ %0 +F@2K)dw@@ ԅXu!@w1TM@:s }@^kg@ZA3Fl:Q@n&B: +@2ȁ|Nb@ ͜IoF@2U@@ YX3@2~@H]:@Y^z@Tؒ0FO,@E@BOw}+@2ӕ8@ u_F@2`+ @@ @/b„@a ^@T[m@OyƚF]@p aBdTV@2fi@ 0L[F@2k]b@@ )&@M {@5L~|@OU +@IYF"Fx@>By%2@2^@ 49F@2ufl@@ [M@ʥ刁@g!@J(ѡ@DgF$^g`@۰򊜃B l@2"v@ =C޽F@26@@ VXN@e =@ܶ!@EZV@?-F&:@ۡ)GLB8n@2ƕ8@ us=F@2@@ تm@?O(@f@@@:!F(.ܢ%@ۑV}6FBҗZ)@2 +u@ }LF@2NԱ@@ !E@S@p< e@;ٷ?@5#5F+H@ۂّBH@2P8a@ ueLF@2{:@@ PE\@d<9@h{@7nHK@0/ `F,km1@r4~_B"4@2_@ m3@ dV"F@2K@@ z{Z@ @ſ;W"@-v K@&]YyF0"T@St >B%6= @24@ \QaTF@27@@ trm}@raр@ pG@(D<=@! F2-^@C$%B#0 @2>ȧ/@ TX +mF@2e@@ n"n@e@[@#@nw.@];%F4YkN8@4d_%ogB9@2I,~f@ K aF@2ϴe@@ gfx@R5@ +Pc@G@x0\F6k@$ O{BOs@2S@ CzF@2ق)@@ `oC@%C@]G@`k @ 5F8T'>=@ne2NBed@2]c6@ ;6F@2 B}@@ ZRݸ@tw@[1@3T@ HWF:#@B|rU@2g @ 23>F@2}@@ S; +@K@@˧ބ@q`@kF='@{cBB@2qcx@ *UKhF@2$oM@@ MG!/@F@J@ {R}@lnF?@Bx^`@2{wVF@ !F@2s@@ F͎@Y@e@g?=@SpXFB9HE@חDBs3xl@2ȅiXL6@ N[F@2@@ @2 W@.,'@S@fC@cFD7]@)^`Bך9@2ȏ-Tq@ +~F@29R@@ 9P@_=*@eP@ax@xɨFGAY+@ڸ\=B1NJ@2ȘJ@ .)GF@2i@@ 3;%@c @A8L@tv@04KFK 鉾@کWFqB&<@2Ȣ +S@ +i}wNF@2$<@@ ,\돐@|:ݯ@jeW@/D@=9EFNe@ښ?wB,{@2ȬZ@ +@.F@2.5@@ %@K@wѝ@/@a@NFRC)@ڊr]GB7 $@2ȶ:3u@ +8 F@27^q@@ ߾h@r=@~>iU`@SM@iݮFUe@{j~DWBO[@2ȿ@ +)@XF@2@kc@@ < qr@m:^@x=@g\@т^ FY1$nbT@l-BgT^@20@ +_ףF@2Iip@@ sS@i o[@s$,@+@˗=F\}@\PB{O?@2ҕH@ +ӎq`XF@2R[[@@ +ΕC@d@F@nB$ȑ@X⚫@ŝqF`@MB{B@2Q%@ +ʴ8F@2[;b@@ hpG5@^P@hPl@5^@ +#FdMc}+@>>RB)2@2.C@ +65F@2d +@@ $i@Y 8w@bZ "4}@ UD@qյbFh*@.GB@2j)@ +m)zF@2l?@@ @S|Թķ@\`L@z!9@ԡFl%.@OhBxub@2G@ +O?F@2uR@@ G\jqe@Myv@Vc@F @2=Fpw@|,kB1(@2 H>@ +eF@2~L>@@ V@H\6 @PdS'@{@bݜ@+@ +Fs+b@ӳb;sBg9 +@2$w6I@ + ;݅{F@2kN@@ -@2!@8b[D@u @mkF5@ČvBs*'@2-ِDx@ +z _F@2PU@@ z#@,U@2fӣ~@tY4@<( F@ٵiOKB0c-R@26q @ +pPF@2T~@@ kvbo@'?@,lg@C19 +@|rF{"Ӥ@٦LM{BdtU@2?S.\@ +gAIF@2Vq>@@ ]8@!@@&ujB@{$r@uiFլP@ٗ3kB@2HvU@ +^_F@2x@@ bX~i)@a@ 3@&@HBk@oI(SsFS^@و]:SBJ}[@2Qr@ +U3F@2F +@@ y<@ I9_@@|ľL@h F䀺<@y!B `F@2ZJb2@ +LսtF@2Ӷ?@@ F?@'+p@i@vS@b VF*@j"B%G1@2c@ +C9F@2!@@ ӽ@ W]@:k@p@[oA$Fж5e@ZYB@)tWU@2k8@ +:m F@2Ao@@ \@܅aG@^T@IXUZ@2gkFƉ@K[$B\rH@2t4@ +1U1F@2ꃰX@@ ml@\ @W@Bb@*ފF@="O*BxY&@2}tz@ +( 3@2ɗٞ@ + yF@2G@@ Rt@ lm@)=j@(2@,oF|o@3qB~@p@2ɠPr@ +pF@26@@ נk@$@v@G@!}ݧ@B'F:lI@I_mB-׸@2ɨ@ _&uF@2ݸL@@ >@1@mcu@ [@>FAd9N@cKB#N@2ɱ`¡@ L0 +F@2'#K@@ @D޻@#x@t@~EuFyo@ԀƄ)B@$F[@2ɺH@ 7!ҍF@2/fV@@ bd]@^@=j@>@RFƦf@š9ntB]F:@2_@ LF@27@@ WD R@Nj@!8@oh@FY@ضƘ(ctBz̩@2˒|.@ NF@2?66@@ l*@㙠 +@KV@59@$F (ٛ@اJB<5R@26@ 't&F@2H2G@@ ?@Ӧ٪@@S@*3Fѵo_@ؙMB@2]&@ >u'F@2Ps͌@@ qq\@ f@+@T@^W{@ rXa-F@2-P@@ @(vA@i3g@^n'@Q%@\F_,KN@4UB靁Y@22"*I@ i kF@2-@@ 6Ӿ@cLbm@X>@}$<@ bnFz(@BB Y9@2::@ _䀐pbF@26vo@@ ,=Sq$@]b@Qn@@̢oiFd?#@, B)`k@2C @ VxOF@2OiwK@@ "vò@WDߤ@K@@@T1Ff@eBI팗F@2K}w0p@ M`F@2b|C@@ [Yg@Q*-@DT}@#D@zF':ܩFhC`@ʴ:Bj{"I@2S@ Dlv6F@2h34@@ %s#@K>@> Z@`@s)FX9[@׼ۭBFEf`@2\c@ : &~F@2]z@@ T@E׮@7N-@N@kF +sdk@׭SсofBQ s@2d@ 1w DHF@2MV@@ +%ow@>}ɹ@1׉@wm@drF Oz@מ]{B͚U@2mLVL@ (04F@2>ّ@@ +ýt@@8tU@*@%м@]NP+F[(@׏*zB&O@2u@@ w6F@2/p@@ +vB @2>r@$1(,@{lNtD@VOŻF@ׁGKiB Fw@2~5H@ \:F@2!Z@@ += tJr@,p@S +@tk @N-' +F9:>@r]eB 3s @2ʆ@ g{\F@2@@ +ur@&PG@ lx@nY4=@GJRYFFW@c?B UY6U/@2ʏ!9pO@ & F@2 ao@@ +̕@ ff@9rS@fO@@PFu@U;UB w^6@2ʗ-@ nF@2B!@@ +Η +@֝5@ 9S_tT@_ O@8XF#tT@Fv1B l>P@2ʠ;l@ F@2 Gym@@ +> @JCۓO@<\@Xi *U@0kF',c@7ЙB azR@2ʨ +q@ 3F@2H@@ +_S@ 7.@7U5@Q(@(d9F*lUn@)3k)B yas@2ʱ /@܂F@2ё@@ +̪@$o@2tU@I x#/@!cYH@}B +B̍@@22'@c>%F@2A99@@ +l}k>y@A@+5@%`@{J{FBl-}@[kӺB +Zgm@28@]F@2I[@@ +b`͐@ީl@i5,K@3a~@ xFFv@ČlFB +! +A@27[ʛ@YF@2Qj@@ +W +@2ߣ~@B@@nZFJŨz6@ִ2 \B =Q@2늮@.Ũ bF@2Yx@@ +Mú@v@Mݫ@Y @LFOR&\@֥.B .2u3@2u@fLF@2a @@ +C,(ѻy@ݒGJ@Łi@:7@? ! FS7;@֗ B T<@2dG@{ĒF@2i3@@ +8x<_@D@+@wH@jmFXE`!@ֈA%B {wp&@23&@qKmTF@2q.~ @@ +.S@eV@bL0@m@ˑxF\;e@z+lB @2c@gʭ*8F@2xgI +@@ +$Mi@ +:@v.E@/@ó:Y[FaĠXh@k4B YXU@2"9@^.)F@2ڇ@@ +@j@ aC'y@W@$CFf @]X9zB ᵨ@2+ @T8\F@2e@@ + S@$y@0@\ +@\ %AFkґ(f@N ڃB ~@248ƒ@J%.(qF@2@@ +R@uM@xH@S>@p^FqA@@dB Bs$@2=\@@-F@2`&r@@ ){@G^@\(l@/{b@IFv`@2^sHKB k<{M@2Fbq@6.# F@2)@@@ LƋ@:D@y-@]Ĝ@/imF{Nk@$ HtB U.r@2O\@,+~F@2*b@@ ޥ-I@Uc@r(6@Ée>@GWFmhIa4@;B =W@2Y!^m|@"!ԃTF@2D$ި@@ @'; +@jF@2Z:h@m;=LF'0@B {u@2bO@Ws^F@2ok@@ a {A@}SE=~@br⳯@}ZC@h9F3@3SB }@2k/e@ $F@2#@@ @vCW@[Co7@@yL)Fh_@끤/B ;\N@2u3NX@䍙"F@2C{@@ 0bõ@oh@S@k@p6(F bm@sB f0 @2'.F@.%F@2Ǩ6@@ ׯ@h}@L"Gzc@g '>@h<,FCmR@p0B m8P@2ˈ6<@i pbF@28y@@ fLc@aYC^@Dfd@.%@`ʶ F;:@ve֜B z+@2˒]S@z:F@2ւ>O@@ NC@Zm@=]@D'XD@XŒVF +C@ճeB @2˜#@M9F@2}@@ :@S 9@5z+@d@PwFc~"@ե׏XB\[@2˦J]@=ƐF@2bP@@ })@L(d9@.-L@~4U@H ~FI~@՗ǮPLBA*@2˰a@1HF@2l@@ sWcZ@E'@'X@vuս@@olF ſ@Չ b@j.@n#p@8y촋dFEU@|0 S(BwzɊ@2Ńއ@nF@2?Fc +@@ _ @7(ń6@?9@g4Vw@0^TFe@ns{7B)4b@2K;@, +F@2xa@@ S ?!@0):@y\Z@_B?1"@'UF 4@`~+B@2͊/@Խ-F@2 {y@@ H@(& L@M$3@WKy@zm$Fz@tȦ@dW@GYP@%cFC@7V}a'@@ Ƿh@F'@ڕZ@'d|; @_BF  @\B5#\@2*6@U*6F@2GJW@@O@V@pð@c[L@n5 Fe@&!WB7Q|@27B@KT n6vF@2PjF@@ɟR @N@63@c mR&@5+FfdW@,>TBO@2CZ@@W.F@2Y]@@Zhy@!S@eA@bC@z\F sFK8@>jBhUV@2PʣV@6*jZF@2c?<@@T?@5C@"E@a#@_{F(_n9@̏ѫFB/y@2^@,7uVF@2mz@@]U@eGn@eLO@_>Ǘ@ƒdZ+QF0Vt@ԿO%9iB[kw{@2ke@!՞:F@2w@@)r@5j%@K@_@F8Xlc@ԲHWNBAl@2yHw@r+EF@2@O@@dg@@4(@#w@`Zr3W@)F@j(O@ԤuBR6S@2̇/0@ *F@2'mz@@n@ @Uن@`@/FHR8$@ԗɡBtߝ@2̖4+@ F@2h{@@c@sJ@@cm@ + FPg!%@Ԋy&B枿@2̥@C /F@2Ȅ-@@g|}4@dm@ /M@h^Fi@ņ]FXzη@}MdBm҅@2̵@p~1dF@2\F@@j[@UY~8@}S@Sj٣@x;Fa @pW]B1ϡ@2齟f@t+F@2QC@@|@F9Z3@{dW@ +q@dmFi`*@ccXBJq@2^@ xW)F@2ŷc@@vZe>@6уH@s@c8M@~anCFq<@Vz~Be<^@2@Π{kF@2ҬV@@kj@'tɞ@kd@z7`@u?/1FzP@I;B+n5>@2JL@7coF@27X@@_u =G@umN@c@6R@lM@%KU@c#+8F̩?Y@/ӽˏwB;@2" +x@b6F@2y@@HH+C@yo @S`t@UA@Zr/F7nW@"@sBΟ3@275+e@DܱF@2 [ae@@<ȓ @1@KS@p>p@RAXxFDl6@/V2Bji@2MV<@YJF@2.@@1X _@G-@CI[ 6@3S@IUIF ҇-@ jWFSB_|"@2dF@2?+@@!@s#@35Rov@|i܅@8 F=nG*@v8B:u@2͙7@{M'F@2S @@Oo@BS$@+1JF@tp۶@/R"mF%@QߪEBV5PM@2͵ d@p*XF@2gj@@T@c4@#1m@lM2@&FFIre@ְ=Bq@21b@f mF@2}n&@@{N@8@4]@do@jF @t&B @2K@_6F@2%P,I@@>H@" @Pvg@^9cPY@:ʓF{$@@ JeF.G@ӥ؝BOyܦ@2o J@=ȲF@2Q@@z@T g@]]I@D fR@,FI #@ӝ_yBO@2Α{V@72֫@E0F#@ӕ?H B7@2ζl_[@0Hv!F@2 !@@ 5@@d@5@~}N{)@9@F%g@Ӎ$PBB@2.c@)BqF@2>7sO@@&Ija@6< @D@4P8w@KFo@Ӆ :B):歠@2 #y@"aF@2_?~@@i@-A ~@O@/$@oUKbFƓK@|]B;X~@2?j4W@-aEF@2&6 @@pK@#Ns)@{@)7d]w@߻hFT׽c@t'hBN:7$@2zx{@â!rF@2f@@]@s;@@ݪ@$S8fM@oF q@lB`C@2ϻ@^F@2#@@A1*@0,@i@ ȘN@uZUF3o@d_Bs(]@2 :@e~npF@2fd@@Rd>)@ XQ}@Yp"@o] @栁F@\@Q%F@2&@8@@Њ+@ g TC@ 4@Tfe@F`FIs1@֘BWFM@36bG&p@o;F@2wصm@@Qp8@ qq@ mj^g@ +.@'Fb8dOX/@3QB @3PVuk@9CF@3JbX~c@@-,2@ i&RD7@ W0,@ x` H@hunAF՗W@ѻD2BuX@3f@e)AF@3J{S@@gAF@ >ֶ@ 4/7@ bl:@SCbF dj@ъǪmBuq^@3xUI@3AF@3Jj@@yzm`@ +jq̸@ OPǧ@ 5@ \n'Fig8_w@ZzBVY-Š]@3wи@{stgF@3$@@Xb[@ +4k@  I@ e\@ ";sF(B@*jB0Lj@3@adVF@3-@@J1#@ +N382@ ۰@ b"@ B6Fa}@iUׂkBl7>@3 s @@A*zF@35u@@o=@ +J@ _N`C]@ [!@ m1F%5=@vBϯ@3P @q8̲D@@;_@ }tEh@ Ug@ nTl@ GOF`gJz@ЋD^5BFoD1@30L@:L }F@3Fڷo6@@w~w@ aQl@ +`@ 5@ 1|Fk@S٣AB,Zf@3Z`@r@rF@3NG2@@;:y@ 4KB'@ +ZoqS@ +.V@ Fz]zF2a@xBzc^@3ҕ6@А|F@3U[t@@@Z*"Qa@ +s.@ +cG5.@ tojFuRA~@u.!3B :WHί@3d?+@|u1F@3\N?@@ͬOt@n,%@ T @ + Q@ ZKOF#Jy@_1[B BKow@3j{h@d:F@3bSIT@@Q_@![8@ _Щ?@ iᐡ@ +iM FLUf#@-?8)B! $@Idn@ BK@ ++F^Z@"r[B"L@3BR)Q@F@3r@b@@@; @k9@8-tP@ d雂!F9y8@ͺՁURB"^^:@4+@ BF@3v␁/@@͞S@%36@Ƅ'@@kSn@ Uz&F܀E@TݷgtB#ip&@4 + +@`!kF@3{@@@j@, rF@3Xґ @@mBW@^n)@~BN=@Ȕ2թ@'`Fަs+@̌y"B$\a@4^I@U,UF@3"D +7@@;@b@/׳K@wY1n?@M0F-@ @@*$B%1/%@4@,! F@3@@@ %ҩ@N[/@o!İ@'wcΐ@NGFFm|z޶@ɒͫ9B%9LV@4 usw@ >ZF@3Dt+@@D[@ ݩ@@,|ж@8F]@i٭,ςB&tsB@4%T 9O=@`: F@3Hpk@@]_@@FrM@Jf9@Co@K9'YFt=@ [ eB''@4)@-}Y^$F@3D@@ay@.3]@-^7@:lq@?F +q@ʮB'w@4-IN?~EF@3-@@[ @@?F;@ph5@FHɏ<@QO;B(zha@41IϘ? +F@3^@@/D@m 44@gIf@=hP/@KF*b>9@*i{B)/1@45IDo?+`x5F@3er>@@w@(W\@JB@R ك@+7N04@"oO@|ַ F6@EYB*"M.h@4;A{?c$1F@3o :@?wFej@Ïm@-@2@P]QFzK@ƔQB+msfڽ@4>'b?|F@3cWd@?**6@_ȇ@B+JHd@o;0@u7djFY.@ȗMrB,6~2 @4Ag];?WcF@35@?:=@K@_@$vm0@0Nj]FNf@BwmMB-e8@4DU"I?7nF@3)3@?{O@fAp@JM,/@JE@Yp;F Er@y2\B-C?/@4FQ9?I{^F@3 +o@?QPU@@l@oC@@ ֋F#@Ǜ2QB.Sш9@4I5®_?oSF@30kt @? C@Y-D@%ƻ@Gn4L@F;|F!p{|@IV%!B/⛓g@4K"S? +C0JF@3i@?MD@鸢)@݃@.s @gve_F,y4@&({9B0=i0@4Mk?IWF@3FcR2 @ zB32@4Yb +1?q1L.+F@3͠@?1K@p9u@鐪 @OC\@@ Fg%X.@Ę RB4KR@4Z?#2F@3e]@?s׆@6q]5&@5G@59@OFkY*a@P0SB45bYl@4[?/!NF@3K>w@?Su⪛?4 f@lDq3m@]K@c5Fo!m@ +Ge DB5rq@4\m?U>F@3*̈@?7?@/Ԣ-@ʮ9@^7IFqq@Ě>B6 $Jf@4]lק?l3F@3T@?:+J?x ?ؑ-9?׬?ӡ>Fsg/\?qv}?K?wFtqׯ@H<'B7@4`?GT59LF@3lx@?3?w,?l?T" +?$Ft WU@·]EB8+H&@4`' ?#NF@3N &@?q?jkg?(?Rx0?ueFs B@vYa=eB9G"u@4aS>$?ЏOF@3I^?H@?ک?aO+?E6b?m֗?`Ԍ Fq@+}@66kB9Xj@4ab?$>B<]SY@4c{u??~>F@3w<"@?@"?9\?`;0?m7?b>C0Fdg2`@Yl B=@4c8>?@ϥ\F@3&ߤA@?i?*t?TXH? :v"?0F`g@HS{ B>O@4dfKu?KDF@3F6@?#KuZ?3xu j?,{?'?qk9F\bfi@]B?fˉ,@4daF?`GF@3-t@?'@!=BAu@4eqx3?r$F@3D&״@?R?jtur?z?e%E?\pydF71@Y#BBp"$@4eU)?ClF@3 2+SR@?Qf?=p?ԣZE??")F.4@ )BB﩮4@4eն?(S=WF@32 Q@?>x?%?aP?y 4?,sF%C@/BCqk@4f? w?F@3Oa@?a x#?-l7}?K2?LNb:{?ձlkqF( 9@HBC*&u]@4f)YA8?RCbgF@3bV@?'hk?P2?<t?!?~3F J*flj@*=BD|QAbdE@4fN=?\F@3+iW@?".}?~xX?6 S?w?-Lhe(F @%m BEw6@4fq~ L?m*F@3>@?~Ҭ??;A.?,1T?9F眿v@!cBET @4fsёD?0HGF@3u:@?5M?7I?Fix?lj?3eFլmgu@>VpBF p@4f( +18?,BF@3$OE@?oW?E(e~?S?TB?2zE?R!j0FaWeA@*qBFr+@4flE?f +F@3fc T@?w?| v?_!1=?l^?%:/dF&ejD@OLABF@4f'?]LF@3H R @?5?Y|?n9ʜ ?c?i sYF"@zQ?DSF@34얰@@A=8?Zn?' PۼQ?"YD?CuFPk@򬩯^BK9 +@4g- +?6acF@3`@@ryWm?5L?>UI)?y1W?͜-UFD@X"BKK @4gY$?eF@3'+@@#d\?s0?ZPY?3f?F9I@N}BKb!@@4gZ?FsPF@3@@@&m@ kJ?zV?;?RF.Lj@U!BLfJQz)1@4gp#?$DF@3ֽA@@$v(><@D +?7k?4x1?cF$I)G@!*6otBLIJ@4g˗!?}ȌtF@3h@@V=i!@rt_]????-?|F-/Q:@=ZZBMR8@4gB V?r"F@3C @@X@?ta?'?V~xxFYz@wl՗BMM@4gPZU?.)XeHF@3&8V@@̈>a@^Wd?:?#_?2;˝F 3v@qF@3'$@@9_@!*q?7MU? +?R}a#F'@UQ%,>BNU@4ggV?HF@3s"@@Sp2@Z1]=?@v? 7?FaӁ@#aBOF15K@4gޮrL?սF@3`Sݏ@@'@QÕ?_oP? a'?ntFMB*@BOȪ0@4gX)?bZC^F@3MJ@@~7@c?"??A_?%~F-UX@ \yBP&_04u@4g:?(F@3;!>@@D:@g&?Q߳/?U ?n'yFv@~ɞBPisx@4gCY?|vSF@3(++(@@kCo@M|ڷ?ߠl0P? +l?cڜhFО@_BPp@ p@4g ? dF@3W@@ @bʉ? uX?(Jo?D%xFϋv@/;CBPoN@4h&?-?}3.F@3@@ph)0@ T[?/?,x?#\7F1$@HgBQ:d@4h _qAyOBTyw@4hUV,?զf(W'F@3tHRY@@ +o@mH'M@ϫ8L^??/O6F#Cm@erBTl4@@4h\~?'ϭF@3l)@@ iy@_@0po6_?UbS?׿5F O@'GuBT~@4hb +=?U+F@3vʄ@@ . @'@ĴG?dL{?(zF `@@^BUQv@4hi?/ZnbF@3֔@@ YWz@ S)>@c}?0C??xdF@ hBUVm`p@4hphd?a +F@3@. @@*ݖ1GS@ +,.]ڙ@rp?o?dӒF@m1ǫRBUq@4hw5?ї BF@3}^@@;w@ +|x[@C?&"oQ?F.@DÞ ABUT{m`@4h]%?|v/F@3H`K@@^pi@ ģ@ $?35q?DaF|@Z۰BVEP@4hs?`BBF@3{V~@@'ێb@ ~D@;ċ?d0?F|µ@O[ܻBVoJ@4h7&?^ZKkF@3c ;@@}FSY@ {GZ @lr?L,? :"Ff~@̻3BV4@4hI?F@3Jk@@@ݪ@ N>b@ܡo?Mkg?Kf;FS[8j@/tBWF)L@4h?hj}F@30yN@@6;Aq@ 2O`@JE?Q?c[~ĈFGbT@}BWd?[@4h# ?ZOF@3z@@MU@ p=@Sd?ԝwE? 5FD>o@VBXpr@4hB?Ǐؘ͞F@3@@Gv@ AvZr@<$Ƥ@ Pa?eZFCgq@1<v?"F9 +E)@79;aB[=Б`;@4h?M%?.BV F@3 Ng@@[TZl@S@gca@R^'J?NڔF%@kB[S*@4hKL?:#F@3ׅQ@@Gr@k~@a{23@m?-<.jF ,m@cv[B[olW@4i Ns?-F@3W@@$9@ ~m@M@z1?h@K F7-@B'B\@0y@4i,0?1~ @C&F?1tj@=r@=Pp_@;Pw}@6ӦS@1TEyhH@-+F"AnyTc?\ޤ;@F?\Ywx@=r@= @; e@6z#m@17P E4f<@7)UjdAH&?)t@oQF?)]pE.ZH@uhYL%A[oTWl? ͞p@<ɤF? ES@= }m@l@<ʷQ@K@0е&E%+ɘ@@Uɣ$AHD?ʰ(p ?@WꆴF?ʰ&M;Ŀ@<Î@<lĪ@9%VT@5@0uh~E&0x9+@UUAt?e@o̟F?|%s@NO@92 ]Wu@5@0'TE0q;@*sKxAb;h\r?_@KMrzF?>@;*a~@;_iY@9#$@4%@0 UE1,i@MA9?T1@F?Sʿ@;Q-x@;HbS@87%h@45\|@0iE2pJ@mѽ'HA6r |?io@ϪzF?imQ@;B@;7#E@8?R[x@4܅cc@/E3=X<8@A?ӽYb/@ x@4;@/GE78@ 㭷A$'5g?Ko@RrEF?KmF@;]D@:K@8L@4~H@/<-QE8HS@IdAmf?׃>"@HF?׃"@;BkF@:@O@8c?!*0@4vn!t@/`\fE:eL +@uiXA%3HY?cv@ϐ{F?c@3^?|@.TVEC/!7tv@5 +Ar?sԪn@Z$_F?saS@:J2!@:4@7| +c@3_y@.~}/EDջ؈P@"M=Al@TM?;@y"F?96@@:pIQ@9%L@7T<̶%@3R4@.PЃCEF-H@:.ATD&%?OǕ@ iF?N$G@:TUG@97uT@72۔@3w@.( EH]ڰS@MLAC~Hd?뽂y@#F?f[@:;4@9*@7cYv0@3vC@.?QEI!2B@yݓaAàQ ?U%P] @R +F?U#3jj@:'9x@9[wk@6;j@3l6sV+@-5 |EK\B@(5AyF?Fl@( F?D@:YQJL@9GG@6IR@3]gx@-VELWH@{Adz7?qâ@( +F?q.@: +w@9s#+H@6g@3Qr,5@-:EM.4C@٠pAPm/i?Zm@k^v$F?~I2 @9L@9b/@6a +s@3D,ST4@-ص7TOEN1C@AĀ?p,@Q +VF?p*8#ӿ@9b}@9RˀW@6[e2@380r'-@-i5EOY-+@жVEAķ~?YR$@y ]F?ؙD.@9G1'r@9Brg/r@6jA@3+9C@-[TEPbE5@>t6 AW?憔@Etk}F?憒pL @9H]:@9/nJ@6w@333w@-koEQ9J2@k AAyN?*GH@ʊF?*D}"@9@97@6}ge0@3 TQ@-QE0yER7!@rPAŎ[3$?ʢ@.F?8(п@9+g@9\P@6q +rؤ@2Z@-4=‹ES[+_Y$@TAݯ?-%r@թF?ݎH<@9匘$@8P@6Wx@2⁈@-腾ET@'xA, *!?o)N@ -'F?oXY@9tC9#@8Ʈeu@6<оJD@2̀@,:EV @w @AyOJ&?E5O@ W!F?E30&@9V6@83'@6L@2emJ@,xEWL@?~A/P?0`@#AsF?^EH@98 V@8% @6l6D@2k@,C_EY^@7 oRA_e?༃q<@% M5F?S댿@9q~@8^L@5㾫K @2ip.@,_ٌE[@ D}3@CL>AaƩ?Đi#@&4F?Č"@8UV@8:*M"S@5E7A@2jGt@,a綕OE]m6@p3>AǠ7,@?y 5Dx@'ȀF?y ~~,@8XḘ@8n@5`)60D@2SGX@,@x9E_k=#E]@o7Aж];AɠlJ?4T@$alF?4d@7=@7 =jy@4h<@1'z@+&zLEjRr@GlAۦa?e;@"9ͬF?~VY(@7{3X@6ߥI,@4{@1^l<@*&KxEm@@>$-j1AV<DzB?^?_L@9F?\7@7KwV@608ߦ@4㏱&@1lZ<@*5lEp-^@roFEAʺԨuu?XQ@aRF?X@7c@6oģ@4xdN@1P#~@*WiErjS8@4EuAEYպ?O @F/aF?$峯@6,@6Zc@4OBD@1-%{@*^2 JEtMҼ!)@`yAm`?J*پ@ ]YF?J53Z@6)^@6'9-N@4'w@1 T@*!~ybEv@P@;.NAMy?d%@'%@F?st@6a @6@4 +1ෳ@0b88^@)XEy, +@8X-Aq??6Lz@)~K>F?4h@6P@5J{J@3S@0˅txP@)mcE|´S@U +$Ac?I/z@mF?F)׿@5VS@5?{@3Љ@0F[@)rE5E,R m@ju Aΰs ?@F?RVĿ@5j{C@5mKyf>@3Tl]@0i&@)4ydƟE1ؒ@\{ A8X3?_1s%g@{ -F?_.@8@5`t@56J@3`%Sw@0Xړ(@(門!E@7GA?5[M\@RF?2-ÿ@5a$F@5n@:@35R.E@01E(su@(yEXO h@"lA6נ?*:rS@i|ţF?*7ΐ@4g$@4zCD@3wJ +@0BU@(UMIE/%@B4AH?fa@jsF?cn{@4|\@417*@2@/!g@'n#WEZ-b@`EUA˲%??ߡX;{E@N4F?ߞM*J +@4\H #@4V7H9@2YoB@/eW*@)@'>FEڜ}@_ꅝAӴG[_??X.2@+m:!8F??Uڈ@4j@4@2{ bͽ@/ +CDTy!@'h. EW@>g9Zj@&hP yEO1C@ˬm4@AVeER?@a~F?I6@3 M@3@1ѼR>@-O٤q@&hZEI",@.,AҖrŹ?lHH@F?l@3@3M@1، @. O@&3ĖuE58Z@fXjAE?U9Q@ȓgF?U4%@3 > 1@34 Ȭ@1e@.Q@&AʞEZx @FG)A,?6>:@&IF?|<@2ޛ7@2@1$-;@-ҵ@&YEqKo@Mv/jIA=˕ ?csU@F?cmwO{@2eCB@2 ⲏ@1@-&fO@&Qf*Eo{uo@lB'A'\?qxW@g!=KF?ؗ ;@2i@2hb@1j>@-e@&*{ENpaI@[`a2ANht?:Q^@熪F?:\y@2`k@2T )@1O#}|7@-=Gϫ@& X=}E5c,@DNsAt~?E,Ċ@*riAF?>ym@2H$&/@2<%]i@1Bl:@-/E)@&!8_E0dnz?@F$5QwA%ӷ9?UnBX@( &F?Ugh@2="@24@ʈL@1Aϼ0]@-4gd @&п75EBX@u(Aŀ\!?/H@8gF?&el@26YY@2.ͷ}6@1> +@-1@&aEZ 3%@ӶAx+ ?*F@=ƺnyF?*. @2/yfE@2((@1:OA}z@-* 4@& >GEZaC@W Aɑ?~_u@AIkf@1̫@,S@%ԼCE6, c@O*X9AU@iό~@F F@iu-@1lD@1}@1QX@,5ę@%ӣ9ER]:Bm@|-Ach/@%@Hib{RF@ V@1T᎐I@19ك@1 LWW@,fE@%ƚ;(_E=@´iA1Yr@Nf@I, UF@H0@1x'l@@1Ο @1U@, @%$(cE+:O@\AH9A@/n?D@K4d`F@mM@1iCH@1֋e'@0=A@,=\@%kxդET]/@.OA[ -,@BA@L)YrxF@B' +@1X'Vz@1͇,^@0AZ|@,CM@%۹mEaE*I@2ښb5Ak>@kK@LwF@keh@1J@1ĝc{@0o$@,@%bNbE+@i֢{Aц/[R@C@NgF@ @194 +@11@0VT@,BɴU@%[Eoo̠@à=&AѢ @rD|@N\:F@kO@1H6@1Z@0ٹn@,}iIv@%qPEr@|kS!TAѵ=@(w@Of:F@(@1jn@1n3@0')Z@,p^*@%fJE+ 5@R@}AG4'@Z{7%@P2F@Z~J$@1s\@1#@0j[@,__@%W|E®M,o@{6͹A@xe'ʳ@PF@pg@1yO0k@1JqTYi@0F@,TYO?@%M uE)rt#@VhA|"G@52@Q|F@.$@1jM@1HD-@0ӸV@,A8@%

Dk@0`^@,!;ȭ@%ѴPWE妿=N@.UAV @@R +{"F@t@1DANe@1lp&@0:Rb/@,鈑J@%(gEE*@ ?AsCg[@ĩSa@RiF@ĠGԙ@18Yߎ@1bS1@0A@,=$@%V;Eȿ @6A҅A@|PDs@R F@s +|.@10d@1\Q{F@0퓆>@+@$BImE\@ @vAҬR4@?m0@RѼ F@?cƱ@1  @1PFo`z@04AI7@+&6F @$E˝f|D@ť|_YuAz@~r'@QC?uXF@~hm@1P@1G{"@09Y@+@$7EH@@hxiAgo@@QҢF@ʐ'r@1 +@1?@0y?@+iu@$0Z.yEbBE@Y3Ap@k'@Q}+F@J#V@0}O@17 %@0r0t@+ @$y&E)"@8؊A' "@EO@;@QYF@ECh@0!@1,Q@0hd~@+zN@$@MUEИNŐ@aiADf B@@P +XF@L@0&Z@1$\@0a)-@+Fv@$SrE&.8@ƃv2A[~L@1ܔ~@PF@%ѡ b@0X@1@0\1@+n[@$lEY@Ƶ4A}.:@tO@PF@g@0N B@1W<@0S@+~o$@$PEg=E@6eAӜ@5*[@OF@53@0ǁګ@1 W"5@0LRp@+o@$~&{O EӢj,j@{UKUAӼ?V˩@wG+@O3mXF@w]@03˫@12r?,@0Dv٢@+a@$ptEԉ`@?AoX@{y8@NF@mߜ@0kH@0S@0= -@@+RH @$cE䁺EՕ?@sAU@WzB@MF@/@0u>,}@0($@04$r@+B@$TgE֛B_@ǥ9|A&`_@P>U!q@MN{"F@P/C̙@0Ox@0O@0,4@+2\@$Ej|E׮"9?T@b- AJ]u}@AI*@LO -F@~|@0*@0U uf@0$ӌ8@+#/@$7VfEyM@ E<4pApAw\@hKVU@KxBhF@X'@02FvH-@0p9Gݱ@0kC@+^2@$)E hP@;769AԕHA@2]p@JzF@2L邊@0wUp@0H@0a+@+s;(q@$!E3͞5@?AlH@ +J)j@BN.kF@ +2A@0 dq@0BF@/20'@*r˕@#^ a]E?&'@fAWB,@ BR(F@AIuF@ *+D@0Qǧ@0҄@/^@*t,vP^@#ET@Eۨ+A*8 n"@ iAƙ +@@=vjAF@ i(<ͼ@0 G@0z鸜w@/;H #A@*ggH#@#.EŹ@vzgHASD3t@ 4@?xF@ Mr@/]@0r̹a1@/yF@*Y`f@#}Tm?Ey;b/@ʩ.^A}E@ 7z"@=2xF@ 1@/ z@0j%@/jD@*J;[ta @#o}9 EȄOЮ@ۖA֧Z@ d/+]e1@pWSA3G7@ Es`@:,הF@ LC@/Y@0ScaS@/>@*HIU@#G^I8,EkL@sA&L%խ@ f"a@8oF@ f>Z&@/\Xm@0KC߁ @//M@*&{@#9PϼEN+s,@˦^"ƻAQGB,=@ 2G@7F@ A8@/O@0CdsO@/ b@*n0@#,P0GEJxB@ލ*A׀.@x4\@60͚F@l@/sڮ@0:/m(@/@): +>y@#(4E<0j@Aׯtt @*6# @4ؔ[eF@A @/^B@02e@/y@);@#y8ElO@ ǣ-%Ae:@{@'F@ca@.w;\@/g@.wLs@)]Ĕ_@")Evh>@B9oAٗ1@:H/˚@&!ОF@:.AZ@.*7 @/@O@.hbid@)OqǓ>G@" fEΡT@wBbA&ehs@m!k@.@$! F@m9 +@.#p)@/L@.Z nm@)A~=@"wzQ&E <<#@ΫiAL@b,@"ĄF@G9 @.uxi֝@/7@.Lsm@)3ޜ@"jk E-@ɥA,9R@ӶRK@!O&@{F@Ӛ@.c"$@/ɾ(@.=}@)%@"]^SƏE g[@ZLa\Acٟl@ /@F@ c/@.P_@/\A~@..!7&m@)i@"O =DEW*@SӏAAژ|8/p@C?A]@ ZF@C x:PA@.=[@/t;@.n%@)w@"AEՆ}_@ϊouA࿴@x^4@FH>0F@xt@.+S@/ecJ{@.=p@({@"4|QF}5@=AʏS[@B;[@Y;EF@!.nN@.@/Vdy@.@(ߓ60@"'DgF1V짲@Ez:jA32dh @䬪u@Tx>F@l^N@.7@/G;<@-Bq@( WĞK@"ɄF@AlIF@Y5@ YzkF@5[2k@-=5q@/7|]@-0)@(76@" mF@4NAۨjo^@[40@5F@[ g@-q1@/&- @-;b@(&4@!9U&FsH@P'>APm]@SbUl8@F@- ,_o@-W@/@-^z@(j[֝@!:\kF{[@kUN!AS!d@"ܛ@%@F@г`'@-'M +@/Y@-, @( +@!*悫FrU(,@Њ,bdAZB4]@ի@;|zF@MT<@-6&@.nA @-W@(MW>@!2qqFvNmޯ@ЪGCAܖo@Q̧ +@  F@QH@-"2ޝ@.uZb@-ׂfQ@(9@!ί2ɆF|}ƞ@FA g@9O~4U@ E9F@ ;@-=(j@.~"@-k-%@(vӘD@!rd8F~@aA =@{@ o?QܬF@ͯk{@-pЊy@. +p(|e@-{)x@(hqp@!x9 F bK@SWsAFQI0u@ +S@oyF@ +̊83Y@-^*@.;@-lh@(Z@!{gF +py]@)~A݀@H-,Bk@v[F@G`|@-MB@.lK@-^6~@(LBKw@!F |v@;"UAݻq@8C@;F@^@-;|@.K+@-O*@(>y&@!LF Ղl@X(lAp]@I@ҜF@([3@-)̩އ@. zx@-A䬁@(0b&@!uF.h//@t^A3NvX@Xa@<F@ @-[@.y# @-3 +Do@("^P@!hFmg6@ё>وAn@Cg@!#F@CXgb@-lH@.j@-%jO@(#ն@![ aFV!uv@Ѭ0AާG~@mWsO@q^CF@2*CL@, @.\=@-h@(|HsD@!NmaF8@U}Aɟ^DN@3<@@GF@@,QIe@.O,?v@- +0]@'/;@!CwF@*A6@oj@av6F@0`@,qUE@.A{o|@,}%@'K @!7HtF5i@@mA@Dd(@+- @rF@+]R~@,ȑF@.5/@,kY@'`=@!,F V@)AoZeO@cQ@H^F@ca@,&v@.(ۥw@,jGG@'ؾ@!!VF_0@2}@SAߞ##3@@wJF@NB@,k<7d@.G}@,!B@'c[@!EEoF;a5'@MWA}6@mn@U+ +F@'t@,hx@.ְ'R@,nh?@' @! u F- F\@j%SWA _@zҖ@F@Ɗ@,Ľ@.3?@, j@' ydS@!0-FƵ΃?l@҆B VAXk@Qb\|]@яF@QY@,~xcV@-@,:~i@'kp@ [tF^s@Ң$TA{@'~쓅a@ ̍SFM@BZA^Iw(@i6@z(/=F@i=@,7?]@-Ԇw@,zu0p@'oe"k@ %V"FxԱ@yYAl {h@Y@r%vF@A@,#q@-=@,i+7D@'^+?@ vlFص@.K`A _&@\J5)@>ө:F@5@@, !@-Ju@,X@'NG@ )ĨFk?)#)@QLRA7x@ij]@KKF@h=x@+ [@-l@,F{nL@'@g$ +@ӀfF@&@+}c@-Fgzn@,ZWX @'U@ Yu/F"8.d@1A8|@9@'F@E@+oŒ|#@-1l@+@& @ G@F#1@־7A%t#G@Rb@̣@F@R"q?@+$ zN@-J -@+V|6@&b@ 6}_F#BE8M@4Q2iAY%۞@w8R@eF@_@+s֡RȰ@- +z(F@+YO@&> +@ $56ܴF%: r@W.2Ah1c@x@Ĩp1sF@ +VU@+]I @,#{@+p"ǣX@&~@ jKhF&c\@{tAfF@2i@F@#@+GF6@,@+f^4@&hr@ }p +F'Jk@@ԡQ)PAkk@l.*@F@ݻOl@+06S蟿@,1Ҷp@+sZr@&me @v~`QF(K@ˬN5A:%a@bJ@z6F@b+@+r7@,}n@+:4@&2@u+**&F);@D7Aw֯=@׃Td@I:F@2@*bב@,ȇ@+rz1@&m H,@qlJF+൬@.A@Q?$@ 1lF@R9@*Y@,@+]A@&Xt@e9lpdF-}5@H +{LA;f@ '@ +dF@Ѓh@*;Xy@,vZǵu@+Hq<@&C"(?.@<;=F.,.@toqA7A @ (EּQ @gF@ )T@* +[@,_@+28O@&.jw*@F0]ZOkQ@բ]Az*@ j( U@IxF@ k*@*٘ @,Hi՘@++@&p6v@lh_F1[E@slADq@ 3@?wk׎F@ Gn@*f )@,1NX@+>@&T'@UjF2gu )@g4[A73/@ c@s@F@ ,3u@*d%W@,J@*=@%DXFi@ZۺF3kf@(nAOU$@!6L.8}@w8^}F@!7ףL@*KUz@,!@*dL@%MJ7@iF4Z@Sg*PA2q @!z2 Jj@G`9F@!{ol@*1l@+~@*3U_@%~B:@?H? F5_o@|홏A䞡 @!b@ԩ:F@!@*k)@+@*3-@% @0~F7 +|M'@֣oA0e.@"QJ@9RM^F@!U@)|S@+~W@*rl:<@%kbѯ@WF8BYL@ǘTgA|@"BKvX@~whF@">A@)i@+ݏ:@*t@%T@"F9Kcn@+#AV@"3Q@xt,F@"|یh^@)Q k@+!A@*lZy^@%lh7@-FF:z#@ [c: AG +@">`!@ruF@"xZ@)=Oa@+~{ܧ@*X]<@%X'9M@u0IzF<(vǩ]@,zIAiTӎ@#Ĭ@l*t{mF@"0J;@)}P@+ibu@*C4@%C]f @MYX3'F=F@NWj1A&=@#L @eD"F@#;̧ *@)P?@+S L=@*.mϯ @%.ل@$c_F?=T@qr`nA2ً@#:<@^F@#vjm@)q\@+<ܠ@de@*FBj@%t&@?F@Sl$@י{0RWA{~@#M @Wn#ԹEF@#g@)U1@+#7h7@)Qv@%R-G@H/ZFA5@H"A3 @$<^7@O:_RF@$$sZ:N@)8~-5S@+l_g@)hxx@$V @RJFBX|@JMA^Ϗ @$QB@GF@$)f}@)g4@*"@)ɒ )@$EI@a'7FD*̛;a@GA݁@$O;"@=fF@$~rw@(=G@*.9g@),y@$`K@)آ.FEq]`@LšAdN78>@%V⮸@37*F@%A@(@*[@)p5QV@$ɀ+Ȯ@tFG1A%@yk(qAvP@%e@)|F@% +@(C@*h@)pv@$r@W[FH\ @آvA냄kK@& Q@T=F@&4@@(iH@*qAd@)R{@$T~@z͡FJ y{@vjA/N@& +e@g4 6F@&l?P@(tzY8@*R>@)3/t@$6M@?6`ڰFLwt@F{MNAFM@&4`"@%'(F@&ԇ@(R6@*2GG@)6fu}@$ P9@,nFN 쟗@bAt@'N6U]@-8ƛF@'@v/0@(/5[@*1{@(?<@#mz|@ºYFPjd2$@5e7A5i5`@'5Е3@*qF@':E*H@( +7U@)&H$@(ў;@#ՏD@-]FQب?@YxFDA(@(3NȜ(@=lF@()p16@'-s{@)*xi@(٣Y@# %ҍ@9嘿FS!Q@|r@#AכHo/@(6aA@E|^F@(6^@';z3@)7Tӿ@( @#MH@ʴ*VFTfl~@ٝ톔Am$؏@).ǔ@v*ԮF@)#"-K%@'.@)}m@(bi]@#f`@Frd@FVgl`[@ٺAo@)O@R+UF@)=dФ@'iU.2@)UwL?@(:(XƳ@#?z2R@W̟FX?)/s@ԉ7A|gm)@*56@+2f{HPF@*%:/@'?i@),} @(n@#cU6@t2*FZ> S'@a\A\W@*f;@%F@*z|@'F/(u@)+J@'Jx@"w"G@'3LF\k|{7@|OfA@+Fzq@ՙlF@+0@&hx@(ة=x@'P`bC@"ĸ_'@d.F\@rUAۄ[cA-@+e&@mO38F@+Nw^@&ެ7֜@(2-F@'R>@"SPo@QTƹ]F]o@$5A<>&G@+Ķ>A$@ NF@+lyߪ@&جv@(šv@'cHMh@"w Ua@>iBr4F]9K9@fpA)x@+Y@i_ F@+n?z@&?@@(C@'6@"65 @+A"F^~@VA[zAR˩@+NV@CF@+3v@&\C@(5`e@' pm\@" +^@{F_ W^@mA|C@+k@}3 ێF@+dzz~@&A]@(c4@'C:5X@"M<@bݘIF_< FQ@-A9&@,p@2eF@+I&@&ƐU޺@(~.2@'dۉUQ@" ]@~-F`4<@`AWS@,Eܢ@]-F@,@&t +)@(~';@'{s]gn\@"+T@'$oF`]h@ MJ {&A)z@,?l[@}dS k@"CM^@beFb3)2}@07(Azr/@,[@3?rF@,_*@&Y3v}@(LM|_@'3gޞ@"97~z@Ml7`Fb;n@^= ARC\@- pg@&fF@,"@&OhNQ@(BGs@')aO@".stF@8KCFbڻm@0NVA>I@-@m@\ӯLF@-G4Q@&D<@(7I3@'ϰN]@"$m @#(;Fc0@-rA[a&!@-` +0(@ +U|F@-:kR@q@&:aO@(-_ @'%K@"^uX@ !Fc- m)@eOAߚ@-EzL]@ + RF@-Y@&/\ H@("O@' k{@"x].@Ε Fch[|@aKƽQA-X^)Ӑ@-?Mp@ G:ŶF@-x2n@&$@(r@&TU@"3@!Fd;Yt=k@$ⶍAg2$8a@-8F@ ~ze:F@-ExF@&d@( -@&9@!zy@5̓9Fd+)P@_ AVgEq@-JL@ -F@-z)@&z@(W5jp@&G)+@!N@%%KogFd@#A;@.^a@ k8F@-ֽFW1@& ^Q@'ț/@&!>56@! 9@}\FeR[ں9@ߕ\zAy/3x@.#߲~@ +ŝrF@-1c@%$lBs@'kօ@&[@! [7@-64Fe)@;-~A[Ǝs@.C`Y:@ ,FF@.ᅡY@%6\Q@'YM@&.@@!̡…@s-|nvFf?|@x@yAك|@.dG@ RH F@.3z@%E@'֏cW@&.{@!t*/,@\FftD@A.*Au"@. @ SF@.Rws몊@%PA82@.^e@ UF@.@%Tޝ@%g`@'Ay1@&@!G|(2@gFha9X@٨ZntGlA'JN@/D#@ DA.F@.$d@%k;K` @'bR@&zz@! @GdFhni-ĺ2@ٞf %oA<$Wa@/$MZ @ 36F@.]T@%nsr@'˳M@&y,h@!}b0J}T@ 8Fh3l~'@ْL`=A<]@/CM@ !LqF@/_Y#5@%q:$@'@&m kE@!q>@8=Fi?:R|@هX3AZ.6@/b@ HizF@/#n܀@%r^9@'}n;,C@&bP~@!fI @2K.FiS(@{e#1xA$`u@/?@ ~ʽF@/A*<46@%n@'r#d'@&V@!Z\o{@A6Fj W/@nu@At)i@/j@ 쉷F@/]]Ʈ@%uz@'flˉ@&KX~ec@!OU@u(Fj:h@bhwAmRS@/, ~@ t(bdF@/zNd"@%jE"@'["eM@&?%P~@!C{yR@]|:Fje@TxDF zAFs@/&;%@ &tiF@/*MΫ@%_@'PM@&4Ufo@!7|s@EBs#FkViд}@FB(c+Al@/'z@ ?*HF@/(@%T&GX@'D_@&(2L@!,F`@-zFkEu@7բuKA| @0 +@ .0F@/|@%II1@'9B`@&B @! ou@>{.Fl, w@(R[7A]p@0{6g@ )/4`F@/ +@%>&@'.g绨@&SF@!ga-@|d/Fl&(Z@B-AquH@0)hF@ }Z!'F@0A6@%3)p@'#QZq@&:^@! ܅@٢Fm  @ .A $@08|z@ jTFIXF@0tV@%(ת^XC@'Ee@%Ú@ 8o@(ZYMFm}!@A# ,@0GmE@ W?F@0,@%MV @' Q@%Tշ?@ ϳG@+.Fm&@P{yA Qr@0U ֘@ Dy`F@0&߸4)@%H@'{~.!@%YcQ@ J2]es@ؤMFnY򗽛@T+jAwȁz@0c#5@ 0t'gF@036xt@%d@&S(@%d$D @ ڠ̤@ÌzFnɐ@ɡ6AB=c<@0qNJ^@ ƾF@0?`5,@$ظ$I@&vV*@%ԙE@ v?@p5'IFoDU@غ"Q2As[l@0hq@ OF@0LV@$T] @&ߎ)>4+@% #i+'@ D@Wݾ1Fo%@ج"j_AmN`@0wVR @ ,F@0YK͸@$M@&蔬#&@%&K@ D@>#Fp!XB;o@؜b&AkcxS?@0PJ@ ҈F@0e@$Gت@&fU@%%(@ =W@&z[Fp^/@؋ aAzT@0:@ GsF@0p#@$оi׷@&1*^@%A@ wG@ J8WFpC@xBBaaB@0pg@ c.LF@0{^AN@$œn@&`@%Y(;@ N@izpǯFpV@f<ƪyBVQ0@0V@ JF@0|@$@/e@&@(4@%EWV@ ~;s@5QFq呇@S%UTB(z@0ޕl)@ X} F@0U0L@$EN@&H@%x&3@ yn~)@L?FqX76@?3$Bl]1K@05(@ wDȆF@0}N@$dZ@&@%l]M@ lLY@XۄkFqGq@+Bd\K@0^@ `kF@0 bU@$L/@&| +@%`(5B[@ `,A@?`IFqٻ̜@E~SB?{b@1 G4d@ JaSڠF@06J@$t@&v@%SS_@ S&@t# +FrZ DY*@!f }B|IK@1B6@ 3;-F@00==v@$3]@&j6Ir19@%Gi6@ F@ZTZFr[u@ 2B@1(B@ ;RF@0#a%K@$tF5@&^X.,O@%;/8@ :a@@# xFr@1i܅B2+@16Ԏ@ ai +F@0ͤF@$ibPr@&R)@%.t"0K@ -]a@&꤮FrY.6@i֚B9$;@1D۬s@ +F@0fZ۾@$^5I@&FCr@%"@ !n&@ wT_Fs"G,Q9@ׯ0OBy%}@1S +c;@ +]dF@0b-R@$RC@&; kQt@%eJ@ u@&pFsf50Q@כlBm@1a5[I@ +6nF@05@$GAj\@&/8G@% +zm@ ׁQ@ 8Fs= @׈`VrB@1o|j@ +z-BF@0u&2@$< .@&$#z@$DM@jFV\@.)Fs@vB9g@1}X@ +\gF@0&r`@$1,o@&@$zA7j@k(s@EqFt?ϸ@g# +BwR1@1ɪ@ +ZF@1?!h@$&Qxe@& Z˗@$+c0:@ɹp:@wܤ4tFt~$@\e܊B|:@1%{<@ +r?F@1Ia( D@$_^t@&pb%@$ @#R@zFtl@[nKdB:(@1}@ +f]uaF@1l+c@$ @%8PU&@$ҹE%@w@g)Fu/~=Ӱ@hlB @16Pr@ +d +F@1G@$ r)@%R@$̓8l@7]L@]AFFug;B@}sBܝeg,@1:@ +i\$[0F@1#_o@$ $9@%69@$>I`-@ D@\??lFuo"@חBĐwd@19*@ +r1ZF@1'Zn@$ K@%.|@$)V@]gr@_͈Fua`@ײuB>@1 +@ +}(^F@1)d@$ bZ@%SQ@$L^_I@%*@eCL'FuTƱ@Aa!^Bhi@10nj@ +G'F@1+"Ja6R@$ +i3@%U@$ )@Ru?@lL &FuQ@KbBa[;@1аkS@ +9מF@1,z{t@$ OXa@%k +@$d@Gc@bUa@t7jAFuJ@_SPB=(9s0@1ҳtz@ +~Д~2F@1-Y @$=@%q@$KJ)@@m@|Fv; @%cβZB3@1W|@ +rVF@1.hӯ1@$_i@%P@$ܡ^_@$Aw@.)@a8dFv)Z@ yB0BHP2@1SN@ 0MwF@11x}C@$ɩ@&Q 5@$l@d\@}Fv1L@&} DB􀢔S@1Dj@ #UF@12?@$ (D@&*]i@$f@p@kp{Fw +@AzB"n@1ۘN+@ ." {F@12%@$!Ai)5@&%X@$,,@39@ӆu2Fw? +@[wB*Sq@1VN@ 8 F@12.@$"y_@&ݻ@$Yedm@  @? 5nFw=2%n5@ue0BPuf@1@ AHsqF@12>=@$-;@&"BG^D@%$/@ +Jب@3Fw[@ٍ$ BSa @1Q%fb@ JmVHZF@13' +@$,Ͻ@&"n@% >@ ݤ߆@텪Fw{T@٥mEBtGQ@1}0l@ R6~KF@13Ng@$,۬@&#t@% ;d@ =æ@80UFw|A4@ټ =B`S9!@1ܣ_0@ ZQ@F@13oD@$,&{G@&$C +{x@% +>'ZI@ s gc@VfyFw0@}w=[BNuwD@1glH@ a^F@13ό&@$+^9 @&$1=@% {@ 2*@#V@FwH@@B=}&v@1OV@ h0pF@13o @$+;Ps@&%'o@% +#@ t6T@gعFwnJ@!S HB-}@1f @ o F@13C%@$*ǜ@&%{k:N@% V@ K^w R@DCFxOc@Xe}BLS@1J@ u"%arF@13Й0@$*@q@&%RuW@% (7@ @qH3Fx0BN@!Bڳ_@1"@ z^djF@13V}@$)pCr@&&c^@% %zQ@ @ёFxJR@21Bã8)@15>@ ;L,8F@132^@$)oeN@&&Ypg@%N)@@ @*VFxaD@BK+Bi@1H6@ #,@RF@14#=PF@14)@$)o +#D@&(yQ@%Y1p@ .*Ì@ +X0 Fxy(@`EBU &@1݋/@ rQ@F@14@8@$@$*t@&), )@%O@ k @ d+XFxhRq"@_WBcui(@1ݧw@ {- F@14Z[s@@$+D9@&*N @%7 +q\@ ؆@Fx<}jc@RSgBBՄ˾@1;"M@ 8_kF@14~dĝV@@$.bgM@&, @%u;@ v]#|@)3FxY@;:ǗpBaJ @1n@ +LF@14 [.@@$0`r\@&. ڣW@%"F@ gr4-@U,FwiWZ@2BO@1v#T@ [6|F@14nR6J@@$2L.@&.?@%UtZ@ [S@BFw˥q+@Y>B +X@15@ }/0e2F@14S~@@$3+uW@&.u:}v@%|~'@ 8+=A@#*,Fw`Q@ncB,U.@1QB@ p(F@14_vI@@$4 R@&-[[@%~32@ @ +Fw57Ñ,@٬,KBQ\6,@1kWD@ b o,F@15 L@@$3Ɵ@&+(@%:Mw@ :7(@c3Fw@ك#Bz | X@1ރ-%@ QQ}.uF@15[@@$2=k@&(@% C@ :/"@*0>%Fv V6h@Z!^B'ѳ\@1ޙ*\@ @1!F@151e<@@$'4!mI@&![" f@%"F@ !zF@9Fv۞16X@/B^3^@1ޮW@ ,JpDF@15D@@$#6q @&(F@$oܛX@oj0]@{ FvӁZ @Bq@18#5@ $iF@15Wtt!3@@$(E%@&@$B@Vl@1}Fvr6'@BTH@1ךQ@ +pF@15g@@$Pt@& H~k@$^PJ@ܞW~H@HMFvX@د5BLl@1C@ +=rF@15u! @@$}>@&&&:@$qPN_@05L@f~Fv]q?@؅BM x@1+#@ + }F@15R @@$:@%fDi-@$ @|2@U8%փFw ; &F@\IPDB2Jq@1L@ +١NF@15"“3@@#@%p@$m]@N ^@ihFw@< @3|$Bh\?@1$.@ +n=F@15&@@#,F@%8Gp@$|,@H˨QJ@P:ƖFwrjW@ qyBװX+@18b@ +sjF@15@@#> @%آVD@$)W@gM +@4j&$Fw4@4eB-d@1L;0@ +V6K`F@15H'@@#uL}o@% +q@$lu`8Q@M6v@v1FwѵA@׼f:D%Bui;@1`5,@ +8JF@15k@@#̖Mf@%T11@$?sD@3uX@&X +pFxP@זVeBޘvr@1s@ +F@15_n@@#MQș@%)CuA@$-;ڛ@G8@kFx:Xm@p%(sB:WJ@1߈ĕ@ nF@15޿@@#s|@% {'@$Q^@FX@T=Fxmt@J_:Bb6[@1ߝ@ [:F@15Gn@@#@%+:@$uEh@ @1sQFxcX@$JGBD3@1߲ B@ xF@15>s@@#8@%bm@$hˈ@Wl@-cFxխ@su)oBRs2@13@ vXF@15#g@@#.*}@%$O}@$\@h s@u*iFyIfzb@VoBUI@1N@@ %,h~F@15\Y@@#X]@%yKbR@$Ok@%^@ZanFy4t@ֵaa"B#0?vG@1:7\@ jD=F@15Nk@@#d6@%mԶT@$Cҭ!@~  @@hG?JFy`-,@֐:Bp@@1 {g r@ M F@15VT@@#RnUw@%bjƖL@$7[@e"@&WFy2W@l |wgBг@1$BF+@ 18 F@16i4V@@#vý@%W>sm$@$,MX/@MJ@ ͚$ Fy@G|m6 +B0'f +A@1<;s@ `{RF@16_Q6@@#mx@%MBס+@$ C@6w@RЫ"FyͰ@#np2iBs@1T^F@V F@16XR@@#e7P@%Cw .@$׺sT@ _2@8Fy!@RB\;@1l @@nlF@16"Y@@#\Cs`@%9de}@$ 7?u@ +z@i<"Fyu@,pB G[ل@1@YkaF@16,\I(@@#U8vc@%0DvQ@$ +@@m'@LjFz B}4@նg B ]!Dz@1@KF@166!w@@#N}@%'p`@#I<@t@% Fzk@Ւ?sB 1@1_/K@CewF@16?`@@#H5@%$8@#0$q@B.@@KdNFzD<@n|ɴTB +YjsZ@1[rl@} jF@16Hn}{@@#A?\@%ǥ@#j_@7-[@v b+9Fz @JYoB +ZB@1ϪI@e=F@16R*@@#;ˋ@%X~@#L/iB@j @cP+FzcѢ@&;OB  i@13@MQEF@16[,G0r@@#51@m@%7m @#%j@gD[@PMGFz)@6TB lq$ @1 ee@5bS7F@16d#`@@#03ﱻ3@$4 @#͝O@јܒ@=.Fzr[@@~pB Ew@1" +<@6{F@16l@@#*ϲ[@$W@#q;@x@@+]%Fz@v=@Ժ^B )C B2@17d;@e_ZF@16u;1@@#%iw@$jKAE@#P҈@gX@wջ@Fz[ӛ@Ԗ;?B &Mi2@1Kj>_@ +w&F@16~9d@@# <2@$ 0@#3 v@W˼l@Fz͛Z@rͤIB #ϴ5@1^@X@ֲF@16ϟ@@#? G9@$@#7^@Gy& +@lFzh@O9JB R8v@1q,J@x^F@16軔@@#@#F0Y@$7!@#ySu@6@SHFz ;@+yB n@1Z$@GtEF@16l@@#I @$d@#IpL@%)h@$Fz,'{ V@:;B#Kb2e@1|B/@YlF@16@@# [ :v@$ʤƏ@#96@qM+@}FzL\@禧B>r@1>-Xe@u$B.jF@16>n!@@#y/Ȩ@$ݙ@#je)@WV@X߳Fzch@,5MBdz@1Ṭ]@\UF@16@@#e@$ w@#hP@ =@2|Fz?@ӞBm~@1a@C_lF@160@@"x4o{@$?2{r@#| c@bS@ =RFzu1D@{d1BA&SL@1ۋ"@*IX,F@16ie@@"WҶ@$E!@#sB@L@_nFz@Y0G6B*n=z@1[@RF@16 +E@@"Mzg@$Rn@#j3_@,i@bJ +FzmuO@6g|Be7Fj@1]s8@T"aF@16͚_>@@"*V@$z@#aM@3@F+Fz P8S%@db3YB3%@1 oX@iWTF@16$@@"Zj@$z(E@#X@t@n{xFz$f@GޑBߠZ@1M>@pF@16ܓ4%@@" @$>:Z@#P +o@I@ERjFz(6D@^@qB Z@1,(kQ@sbCF@16+@@"m#ya@$ +:@#GKo(m@r@bFz-Typ@Үcs.B]?V= +@1;s8@>IF@16^@@@"ٳ5Φ@$yߔ{@#>|䤕/@`>Ѵ\@ TIFz1N@ҍlBIOnz@1J7R@xElF@16o@@"ô7C@$q2,@#0JO@>.@ _qFz6(;@k_$Bߗ{AF@1Y˳i@^6>F@16@@"FO|@$hٵ@@#&rȅ4@*eT@ ?Fz:\j@J<`B""4%2@1h_@DK.F@17K@@"D/@$_m@#dGKL@ׄX@ [&Fz?LՏ@)0JoBeKϴZ@1w˭V@+>:F@17i@@"o@"=x@/@ K?;iFzPnY@Ѩ;d]B~_J2@1N@AђyDF@17%,}@@"ˌY_@$5K!@"N˛@R@ FzT:?@ш!B3@1ֈJ@{fF@17,GF'@@"u}@$-PK@"؝7bw@;LV@ ^iFzXk5@h]|B8Z@1>@ F@173_v|@@".4)@$$6}@"Tj@:$N@ 3/r\Fz\ @HKB\} I@1~i@vb4]F@17:r @@"}@$s@"W|@zW"@ "VFz`+@){B8@1@]$a7F@17A^y+@@"~0c@$w?@"z~@f @ ;EFzdZ&@ +R6B~D@1@CJ߿F@17H÷@@"x@$ +@"$,A@RQA@ O@Fzg;@YrBC隔@1,B@)x`F@17O2@@"r嚀@$8T}@"W@?\@@ B(3Fzk7dY@̑UiqBp@1k @{F@17V7@@"l\4@#'d<@"3SEn@+~@ ]1uFzns1@ЭBGQɊ@1 12@ +^F@17]ID@@"fNE@#a@"z@oW@ 3fWD(Fzq^@Џ +pB6Is@1-B&@{F@17dT@@"``|@#nY@"C @":&@ wy=Fzt_@qTeBۈS@1:5b@q*F@17k@@"Z7@#¤0 @"M*@ }@ +>FzwmT@SIRBe_9a@1GJ@4 F@17rr\M @@"T,TqA@#%D +@">'@[@ +5Fzz5UE@5m$xB30%@1T@PF@17ybÉ@@"Nt@#ϗx+@"~A @*xr@ +| +tFz|L/@POBov@1aq@tgvBF@17Pk@@"GM@#@"uo @\ן@ +[I=3=FzgdPb@z!VdBE9*@1nR@ZzV&,F@17=.L@@"B(d@# @"lM@0@ +05Fzg)&Z@Ϲ5Z:B=bn@1{n@@ 2PF@17'Y>@@"<~֩@#IҨ@"bQ@Ɂ@ +:9zFzYt[=@PBE΀@1R×@&cSF@17)g[@@"7'@#q8/@"Yo>@z}T."@ Z_Fz@EUfB @1E@ ='/F@17%@@"1 hh@#U:@"Psp~~@g H@ Fz9a@ BR&f@1㡋*9@AF@17~@@"+M-"@#"J@"F7w@SJ@ ?;FzrV@Ҩ'>B!M+@1 O@vF@17e4I@@"&7f@#Q(@"=}H@?Ct)x@ XjހFzC@ΙB y@1㺀UP@^.F@17p@@" ]@#jPd@"4 NQ6@+v,@ -ReFzaȷ(@a) +BBvp{$j@1q@:('F@17,v@@",A@#`r@"**Kʍ@=@ bFz7n@@(K>BHW6@18@ F@17yk@@""z@#zbpI@"!2Ďbw@@ր]]1Fzˡ@HNB@Ը/ +@1}@oچPF@17a-@@"@#q&@"̡D@%:7@ +cFzm0@͹#B@1fK@UC%5=F@17Hma@@" y7s@#iAN@"jz@f@MsFz1@͂oH9BEd@1gX@;:HaF@172T@@"Ɇ@#`P=>@" +z;@ȧ>@T2Fz7@KdB}KT@16@ QF@17IK@@"@#X:@!@][@(b'@$Fz[.@E+hB]c@1n\@n/T*F@17kc@@! @#OCkՁ@!H/@@ʣFz +@?ϒXBYQ:!{@1@$mQF@17@@!I!^@#FO)z@!(G@%u@lFzĻK@̩B)@1( \@k_F@17{@@!𒫤@#=`E7@!f|@w*w@ZfFz]@tYn\AB*@g.4x+@w_veFzЌ%@oSB L`>@1o&$@1*'^F@18~0@@!Х96@#0`(G@! [@-@D*Fzdҫ@B@dvQF@184,R@@!B:"@"@!| ߘ@tdX@Fz +Cz@tT%xB!yP@1C@ZRB*,F@18; @@!"8@"ڄQ@!rĖ@(6@F{']7@C:B!T@1־@G rF@18B,@@!n^@"lt+@!h/@}t=@ gF{ z`@$kB" +M-@1U@t,Z6F@18IC@@!]s@"]!%@!^!.@j0Ո@RRF{ y@bYDB"g0|@1͌&@Y IF@18Q"C@@!0VH>@"V8(@!T0X@VX@$[F{Dc=@ɲX +B"g`@1vE:@= +5F@18Xa@@!*<@"Zja@!JE^@A4t̸@|F{)A{@ɂGO +B"F]@1noF@"LKF@18_m@@!L}DXb@"h;ֵ@!@`u5@,j]L@kF{3]*$@SU$B#D6d@1ur@~$\F@18g̪@@!ZI@"m}L}@!6wHvl@-`@6cF{=֛@$YB#"[<@1ko]@E/="@!,竢+@֛@lr[vF{H}:@\B#a}x5@1 -/@ + F@18u@@! @"Qdɐ5@!"L> +@E=@>F ?F{S>#@l8*B$+؄9@1@jHvLF@18}w-b@@!OF@"E<:%.@!+a@*A3@0<`F{^BW@șx +'B${ 3@1"[ +@V,F@18 @@!\@"=o@!7@mugj@&oF{iH@kOnAB$́c8@1.9@H|F@18ΜF@@!|̜E@"wC +@!%"@P@'R/F{t"fe@> B%*54@1;qy@dSQdF@18T`@@!w/nݬ@"nF@ #@"Bқq@ E5@5K@6*F{ @5Ժ/AB''=( &@1)N?q<cF@180@@!\ag=V@"9Ufݻ@ g>+@!@+@u kF{ܶ^@ +ZB'zF@1𯒺?Jh_F@18`@@!XZA@"0P @ @ L ®@G0F{̄F @(EYB'6{1@1?HdF@18{^@@!@Fz@";("@ @K%@ ,8,F{W"(@ƵgB(=P(@1 D?,MF@18ޅ@@!<4@"2eaDz@ /)@Mݴ=@%F{ u@Ƌ B(L@1’Q?$XF@18F6;@@!8X&@")ք@ -@i-@$5?F{줲_@b YB(ڛa@1KzT?qU:F@1813@@!5 +)@"!X@ 7@v@4sF{#u1w@8'ߦB)_Bk~F@1G ?;`F@18GR@@!1`R@"Ma X@ u@n@l\:F|#ϗ@p׾VB)ñ@1L? +F@19Ç@@!-xƛ@"T/@ k@Iz(@@0SzF| n@1=@ VѓcIG@6T/Ps@e#yF|@1Rq?fF@19<,@@!M|+@!K.@ ME=@#=Gi@9n҆ F|E,@X1B,H@1d<\?RF@19EQ@@!l@!H0j@ EC6D@Q(v@BDF|O.>3@;.B-ڊt@1w P?UP^F@19NS7@@!Yȃt@!O i@ F@19o@@! @!@ IC4@Z ?PF|*=@åh B0g0pg@1!^d?ԗ\?=F|ٻk @G!B30e@1=M?<$F@19F҈@@!Qڡ@!L~{@XBr:@"MhC?_NF|Ae@FB3)6@1{1?0F@19 ^@@! @!@8ɿG@;ܩx@:w?x\ +oF| ,,|@Š%C4B4.L}@1]M?ȁdLKzF@19 @@! +e)W@!4f:u@ s @1F?KF|>'@2/վB4Ǘ(j@1Z?`~AF@19^@@ %@!Dw@CHY@u m& ?X>aF|?Fc@BuwB5d!~e@1Q7?ھaF@19 }[@@ /@!7]4@[y@Y +wz?dgxBF|f @GBB6;{@1颤5 ?HF@19}@@!sZ@!*{7@۹1@>8?f +?-F|_/@[B6u@1:=y9?-/F@19wyٰ@@!Dvԅ@!%@5H +@$P"a)?+!PF|m@4MJ(B7O]@1RiF?]DqF@19ୡ`@@!(#q@!B[O@v@ OI?F|e~h@O.'S.B7h:@1)߃?cFhF@19ᠮ@@!.V@! ,[j@M@?84F|oh@F$mʜB8r@1M?F_F@198@@!eĜ@! @l@WJK1?:-F|E@B9YGIT@1~2#P?^}F@19d^ @@!!KR@!qr@tC@¬ ?aF|.,b:E@IbƘ{B:Z}I@1\~?:f*YF@19N*@@!,@! +T5(@cRpI@v|B`?_IQCF|Ƞ_@bB:M52_@1_W? +< F@19KW;@@!6@!@@!rT@UCn@Pm?T\!F|`8@qY~B;bLA@1d,?x\{pF@19ָ@@!B7/@!@Hk@ͨ-??b >F|5E&@ǹZZ@B/@wEo?շMB5F| n@9v&#B=Vn@1'?PF@19Z-@@!\ol@! +7@5#O @ev?oHyOF| V@=ȿ.B=ΊR@1pG?[h8F@19j+95@@!l mn3@!\.&c@-GR~@U? B/.Ս@1!?+nfF@19M]@@!zE@!@&f@DqW?> }sF|>A@z桟&B?e>-6@1S?ѾF@19,F@@!@!"n@! +,Ç@4?L(F|c@2cB@Qb/S@1&Q"?F^*F@19Ȑ%~@@!-c0@!->S@Zu@$qv ?ƯF|\jV@WB@1@1Yz1?<,F@18L@@!/r@!9R@ذ@x/?roF|+*@cB7B@@1>c{Q?\'5F@18޽@@!_i@!G:@@ch?E05GF|Y+My@ +<BAXuct@1:O[?=<F@18 d@@!iگ@!U _@VNa@(?1xF|H @]Yn.BAU@1YE)X?2JGF@18aW@@!+I@!f4\7u@Pf@?l0EF|~**@`SFBB-0H@1^w?-"y!F@18,.@@!7@!w @&e@䍏Uj?ͥvF|@CzpBB_x@1 ;?oSD~F@175@@" [=W@!ٛn@ {@Ζ݄?хF|-(*@_&jnBB- @1^#f\?MJ +F@17J@@"/]@!Vsk @ "@ę')?|n5F| ;xԔ@)KBCDN@1[?튃-BF@17Nx@@"$=o@!^iv@ Ƚ]*@b?;UF|4@BCB?@1{?(:"F@16\@@"0Y@!&@ +14@w&?쪹p!}F|͖2@XBC0P8?@1w֢?ȷI>jF@16Rܡ@@";yu:@!9r @P@^Vg?HF|ږv@0jvBD("@1S`R?i< "F@15_ȓ@@"C>@!eը@2BP @ Uo?}F|[@-M6KCBDT,,@1 A+ l? }'F@14O5@@"Lz8@!*5@{P9@@ȨYD? wF|Nob@LBD`@17?/}F@14>@@"WXb@!?@x@SC?"'!_F|K)8@š BDV@1J ?<ࣧ 6F@13p\@@"d @!Uv;@( 7@;$?C;ƮF}b!و@iDBE;G0{@2Ͷ ?3ƌF@12Ɯ?@@"s@!IŵN>@u@}ć?W"VF}>|@V"IBE8@27,%`F?aY0F@12>@@"xq@!cy@8@@u8i?BMhF}!;2@%0+\BE th#@2,>|?HPF@11km@@"NNn@!x@t27@l +D}?Bm2F} U/@ ٛeBFI7B@2y8?uhF@10i5h@@"d~_@!rI +@no@d*J?j KF}&[@^?WBF<㔎e@2 ?zzlF@10#@@"@" *v@z3Aq@]'Ӆ?g.g~F}-8n,E@{jbBG@2 ?['F@1/IJF@1.o@@"pr@".Z;@^@N[?{{F}8}D@(BG,@2 !(xx?2F@1-jdR@@"_k@";ɿ@"d@GLV?照ɯCF}>R@ABHM8Rk@2 +,?zrF@1,hF@@"8v@"Jy@@ +9e@Ac8 ?".>F}B%5@lBBHl>@2 q?扊F@1,*El@@#)g@"[MVw@{V@;Fm]?g7:F}Gh_b:@/BI._@2 %ު ? @%1F@1+Q(HW@@#.-!@"oIA@a1;@6U\?ew9oF}J@\E"fBI@2SҸ?PjF@1*wہ L@@#G%㰙@"D.@}:~@1ȑQC? +F}N0g)@)4BJ1@2~?qF@1)K1@@#]-:I@"lK[@?ω@,^[5??U/2F}SRBI@'8BJ/ɋ@2;?S]*F@1(9-@@#vL!@"-@",faa@' ?MiF}W+@֯BK,ce@2l?;'F@1'!@@#<,>@" @(ty:@$H7Q?eF}ZX@/BKj@2Ȱ?t;F@1&rC@@#𧧱N@"]@1]@!%??(kF}\Y@\.wBL#V;@28^s?k0eF@1%jaV[@@#:@"nBX@DԞRU@*{?䭧 E~F}] +@(sޖBLpjr@2[LKna?cxFF@1$HZ@@#ߖx,@#e W@_U@;i?9CF}^^:@^OBM=^L@2n3?؋F@1#$@@$-=r@#&"Y@:@Q +?akDF}]g2O@T>BM,.@2aF?JE1Y$F@1"@@$e @#N[[5@ tk@jZ6??tjF}\^͘8/@`BNoq @2A}?๺pF@1 ޾@@$PA@#A " @Է)L|@$C?}+QF}ZZz@T\h%BO1@2faN?'+F@10:g@@$U@#i@uF>Z@?!*F}V@4a!BOiּ@2?(a+F@19@@%@#͹Ua@/F}S8q@pLQBP/ïΞ~@2ao?9^F@1e<8M@@%^D$@#Tz@h/@1 ?`yF}N[n@v5BP,8@2S?ӼzqXF@19U^x@@%_ @$5zhY@!+ռ@,AB]=?hS5UF}Iw3s@}6'NFBPl@2?ۦԽF@1_1@@&^wJY@$oxcRO@뫴58@\j&K͡?e/ĀFF}Ck m`@G͚ZBQ=8 W@2]<?x9BSAF@1w@@&?Q6@$}@@`78?"hpF}<@QaBQC9@2S!J?H)#F@1@R@@&| @$& @ WvZ@hM{I_?]i*F}4Xd@wAvQBQ+oF@2,1?Pw-F@1IJ4s@@&Wfx,l@$&j´@ Wy*@v=vuf?JF}+B*1@gABBRc@2SW?vF@1'}@@&ԟlny.@$4kk@ ! =@g?n9F} Ͼ@qo<&BR1qH@2䱏?բ7F@1h@S@@'hJ@%Wy@ 2raJ@2g? -F}<T@;̥!BS7N@2M?gXYRF@1@@'Rfs@%:[d@ C@0C?Q\etF}\N4<@ZBSB{u\@2CPe?,r_F@1+k@@'r!@%a\?@ Uuo1@F|~[Z@bϫBTt@2!?лʭ-F@1|X@@'*E@%v)j3@ tm@KZ? +j'F|d +@jz + BT͕@2 -e0?F8 +^F@1Oo,@@(B@% ަ@ =`@ ?J|qF|;@7%SBUi-a.@2 ?̸8F@10yt@@(U;@%u-9k@ Q1I@-a\?$F|+`1@lR=L@Jk?̶F{e@{u8BX~ȋ8@2"*B\?,SF@1'ŷ@@)ڽ@'$(F@!\YIe@+ծ.?_rE{F{ g@qnCVBX(%@2#AM,B9?}IF@1~z*)@@)X<@'PI@!{P@X/E ?8޾FzN9,T_@[BYh@2#? F@1ՙ(@@)UL?Fzӥw@يvBY@2$QO?ɒ$RF@1+@@)@'Wm@!ZSk@V 2?cbFz] +6@czkO&BZl@2$:?aE4F@1 @Y@@*Î:4@'Hu@!ΐ>@9Yfw?hAF{#i@p\B[No~@2%$jd?3.F@1 =D@@*ؓ@'+g@!xj:y@AU.?d~Q \ No newline at end of file diff --git a/Cluster_Mass_Error_Demonstration/iso_9.00_0.70_00100_p00.fits b/Cluster_Mass_Error_Demonstration/iso_9.00_0.70_00100_p00.fits new file mode 100644 index 00000000..bb2986bb --- /dev/null +++ b/Cluster_Mass_Error_Demonstration/iso_9.00_0.70_00100_p00.fits @@ -0,0 +1,374 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 97 / length of dimension 1 NAXIS2 = 1289 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 13 / number of table fields TTYPE1 = 'L ' TFORM1 = 'D ' TUNIT1 = 'W ' TTYPE2 = 'Teff ' TFORM2 = 'D ' TUNIT2 = 'K ' TTYPE3 = 'R ' TFORM3 = 'D ' TUNIT3 = 'm ' TTYPE4 = 'mass ' TFORM4 = 'D ' TUNIT4 = 'solMass ' TTYPE5 = 'logg ' TFORM5 = 'D ' TTYPE6 = 'isWR ' TFORM6 = 'L ' TTYPE7 = 'mass_current' TFORM7 = 'D ' TUNIT7 = 'solMass ' TTYPE8 = 'phase ' TFORM8 = 'D ' TTYPE9 = 'm_ubv_U ' TFORM9 = 'D ' TTYPE10 = 'm_ubv_B ' TFORM10 = 'D ' TTYPE11 = 'm_ubv_V ' TFORM11 = 'D ' TTYPE12 = 'm_ubv_R ' TFORM12 = 'D ' TTYPE13 = 'm_ubv_I ' TFORM13 = 'D ' REDLAW = 'N09 ' ATMFUNC = 'get_merged_atmosphere' EVOMODEL= 'MISTv1 ' LOGAGE = 9.0 AKS = 0.7 DISTANCE= 100 METAL_IN= 0.0 HIERARCH METAL_ACT = 0.02380291467262473 WAVEMIN = 3000 WAVEMAX = 52000 END D-xy]@jAv?rV~sd@9V@4N$cDr=@V A @M?X$ueW@*~F?yu @@ Oo@@VcZ@>ɣ1j@9 )di@49$D%jJ@7TҁALJl?$Cy,O@ցF?{;0>z@@lJ@@G@>-D@9@4)P Dۚ½)C@%.*A;%f?<@q +F?GQ^@@~%"@@{D@>~8A\@9|q@4 g3D@*X@[w$Aio?b{_) @`F?bvwҿ@@fՁx^@@dQݠ@>Jdr@9T.n@32LDgO@Q2A'䊷?UhP@/F?hZ-@@EOF}@@0e4@=_@9"`@3#D㸜f@ +֝GA7%{?ƚ%%2@NuF?Ɨf`@@#?@?P`Co@=]@8.|@3'(KDy-.@rnAuḒ?+@ VŒ6F??@@qa<@?LL@=NE @8Ainc@3HD;(%c@O;VA'?¶ n'@K͉F?¶j?@?LN@?UP;@= S0J@8u'vM@3`DN DſtKGV@s_"iA#Z-?֬ @fF?֩ +"2@?ry@>ć@X/@<^scS@83WU@2➠DHe'(@D%HA x3q?Ȼr6@@4SF?ȻmƑ@>NYk@>kdp@<@7`,@2DQxh@K#(ARtB?4M @3 KzF?4﹑@>g +6@>6s!j@;+^@7)D@2reKDRE'@n򷜏A%)?g!r@*)F?gO8@>j@>SB@;f%@7Y@2e˞D75y^@zA|?=^tH@$ |0F?=Y@>t'f*@=ӕ@;0l@7nf~@2}q'^D<{W@AC 5?e@ wjF?7w@>b[@=㨍@;{U<0@7_O@2qIDc)@ *A(U?qU't@ +mF?qOȩф@>SZi@=k@;iy#@7R\Y@2gk/KED]@'Am@Ԑ? H@TXDF?8j@>DvÔ@=įσP@;Y%։x@7Es'@2]~=En+Ye@}؄:29A`]?wxLi@tڋ +F?w +@=%N@="h5t@:ME@6.<@1E օ@1qzbA?j@.x+mF?3@=?m@=lZ[@:C힌@6l IQX@1dhE +|@WA[ڏ*?Um@,3wF?UH@=;jw_@<蚊@:b<ҭ@6Z@1"a)OE Z q@ɔ0 #ABȐ?Ӫ]s=@ Xv F?ӪYB|@=r}B@E> J@UAQ!tF?qbt@eVG{F?q]r@=TR%@<ڢ@:Sdr@6sa}X@1JEOe@Ao8C?Ԑ{+@G'F?Ԑ~@@=OKw#>@<@:NM9v@6o p@1$m EQ@F# Aй?$& @F?=@=F078@@+O9Aנp@?B ;t @ݛpF?B4@=6-M@c=F?نzD@@<+yz@;6հ@9v @5kgki@0SͩE"mf@ SAx62?JMt@eF?J@<@;y=%@8/{@5G;@0=1pE$A6@{SA#VZ~?NҺ +@VA8WRF?Nx-w@;]>@;UN@8ҏò@5'pI@0h>E&J@8]kAq1S?N y@GI^@~Q/SAX()!?-r@7F?-z@;< ~t@; @8uBX@4ь™.@0tAE,tʴ@ƈײqAQy?HvMQ@'tF?C+4@;xcxD@:)I@8N@4œ@0YJoE.AK @ _:>Ah-?'fx2@SCF?'F@;SJ@:BN^@8($@4[9zb@0?E0%Ę@Q3vA1[L?u@ F?ᕽC]@;3o]f@:"և9@8^KD@4`@0' E2ne@KAnF?= #4@EVM F?6yq.@; 8 @:yBix@7M@4lX^@0~E4#nlE@ݎARx@8=F?iO12o@:qm@:4 I @75i @469s]D@/[؏WFE7dS@bbADi?ƀB@^63F? @:E w@:WC#@7? +@4.@/KME8r@u3A5w?kQ.e@7L8F?k[.@:.@9yM@7t$W@4 +M@/kctGE:/P#O@yIA%?s>Nf@(r}NF?jm +4@:@9-<@7ZM@3K! @/`QHE<]s#O@ΈqAqKĕ?H|r1@ ~F??7:@:nq"V@9'f@7C~O-@3{Ysz@/@cE=Szn@/+3AgM?H ;~@O F?HԹ@:V(L7@9AFcX@7-aX*@3F@/#nzKAi}?@,_S F?l?c@6kn~@6Nm@4NÌ@1>@+BEkkL@.UA3S? @$dwF?n36@6O 8,@67<%@4rR-WP@1osK@+$DEm0 '@$`Auo*??z@O=ձFF??IJ@66;՚.@6"Ng"@4a6\@1`V:c@+ {CEo +T@P'&A¿&yȜ?N`pp@Ӊ,F?%@6!@6 xU @4O"2@1PSL@*C+pEp_ &@ukAZ?I1^@ ^uF?u1@6g@5Yx@4@uҴf@1B?sp@*6҄Eq%sQ|@6A;?$"ݟ@:F?$8@5 @5_*v3d@43@15@* -GEq+@Rg?Ar^D0-?GY@7F?G6u@5`@5؄@4&@1*嘆@*nErz[@uvZ?e/ѿ@HqF?e&z@5@5+@kv@4 R@1 Eז@*݆5Es8x=@DA`?Pu@rF?*5@5r @5hq<@4}@1hF@* oEsU @ɾ +AZV+?u@)dF?d>q@5Yb@5M]M@4;BM@1 ZbJ@*sUYEtW*@ t A?B́?Fʻ@`F?ϭ@5p'@5E@3DS:@1KuL@*^bz)Eu  @528AzC#?ż @>,}F?@5TO@5ZȂ5@3!@0v@)E~e}e@p%Aƃl@?խ@ي"+F?ܙq@5z@5k@3jS@0J@)OC E`j@<[k Aױ?F0.a@|[F?FŁc@4,gF@5 g@3?@00p@)/eERpj@dsgAIʍiv?~1@26$F?~,?@4 "@4놘u@3oZ@0Ѕ1K@)paA׹EX@>2AǪ? r@.F?!k=@4эQm@4ht@3_.F@0r4}@)U&xqEifv .@;lIA&5?KZܶ@4& F?C1@4,Ac@4+x.@3KL|@0_=9zC@)3JEi.2@_A PT?oY+q@n4&HaF?o`@4Mj/@42u@3( ^3@0?L ?@(ϻSE!@2j?@0 s@(oFE[nKٍ@XA0%֕?T/@> +{DF?#|i@4+non@4Am$b@2[?_@/@(pbƜEu6 @XA˺/0?b@3l F?po'@4!@4*!@2NuC@/ȞIA@(Pv(tLEi@Ce6Aa?.n3@%X9F?. ]@3n@4q@2@/4[@() ~E]@o ^AX ѐ?oW@;PF?n}]@3Uf30@3B+3@2x@/ 菶@( OµE - z@φRAN +?1#j@AqF? JRx@3A٨@3ǿv"@2btH@/en @'%EYa@/B9ASv /?\x@ #F?µ1@3¥XX@3Dw?@2~4-@/F-9{@'׸7Ea@{+Ae+??ov*@üZGF?>b@@3;\E@3#h@2kU Wi@/#.@'c9E4|'@):`9A!#ה?1@zF?|*r@3 @3ƨ@2Z8]@//^@'ÞWEO$׮@L'A[̆?@8POyF?y@3㾷@3 l2@2M)o@.24@'(#EGv}@r-BA]QVO?9@[_dF?!d.@3|QX̌@3q-@2?ж@.H}lk@'my9,EfEMt@sA*#?EU@'F?E3u@3k@3y{b[ +@2/׻FT@.lj@'SDҽEq@rBAnۥ?P@ҫUF?4@3Z1=@3gy&@2 McM@.ROiX@'8 IEe @70AxitQ:?#A@ӁF?&@3>.@3J[@2;&@.k1#a@' ~{ E򎋹@/s"MA5)O?Ulz@0oF?T=@3-r@38< P@1&kD3@.N^SUH)@&óEkAaZV@K<(Aw6?O(b@0,F?iz@3 ohk@3*5A=p@1곜@.7UQ@&۳fE\eH @j0AǔI?۰uwe@(iVF?gsdR@3y Y@3z2@1 /C@. @&'(#\E#&$@1qA+hT?2N@RT"?F?1+l0@2M{@3ԁ8*@1ʬ@-Ƥ@&ZEusMk@ȣ~CAx?rΨF@֞YF?pDS@2񚵑a@2@1@-p,u@&FEd@%xCA?a|?,ܮ@i@אF?Om@2߶@2P@1$_Q<@-J@&rE(D@ܻ:AE&u?4#@rAEF?^>@2ЦHė@2ԃ_g@1H2@-@&SR9=h7@ +hA ?q7?b%@XfyUIeF?["@2RSB@2uo$@1e@-t)W@&!NE@jA}T%?"o@IGBF?ރ@2 +R@2K@1t#@-X IT@&?wE׻@(MAB?6GC@:qV{YF?3UM@2Ǔ@2R@1f/R@-9#]@reF?;"@2es@@2c"6b@13Bދv@,v@%rcEzNy@/{dA;'' U@1N@;>@,*4@%@(}E:-@=idA{?Yv@mlqF?sY5@2=}`@29cS_<@1 +xGP@, B0@%6EWbW@::2Aشg%j?)#t@(4F?&|@29`@24XH6@1 + @,~ݶ@%-bo.@,Li@$= EL䰼@A7V?WS"k@6`lcF?@2Tx@2~p@0]@,C40%@$pܼEYҀ@u'A]z?̾3@%kPRF?y[@2A@2߱@0wݩ@,8o@$ EWa@ *A͍.?3+G@ՙÅF?ࠇ@2^34@2%XNH@0ޡH@,.\C@$G\QE(zcu_@geA|?ݍ@nF? \f6@2ZF@2 +rDmU@0zHq!@,#怕@$x[E+x@r As" ?)θ$@&F?&XeT @2 DK.@2yI%A@0vp@,fa@$I@$a-EXȢ@ؙtHAu 7\?[B)@fF?Wp@2g@18r(@0@,.@$E7YEɳ)V@H}TAiG?r3Tz|@FܲGF?nK=@18@1@0Ơa&9@+3g@ @$ueEk0@u^BAܷ ?YT!@"bF?DW@1W@1n@0vX@+/Z@$3@Elk + @6sAMhY ?\L@!q#F?:w>@178@1 @0l_@+eq@$H!EŎLy@z`'WASi?ho@>aF?2+@1??@1‰@0%v@+Ɛ`@$ +fEi"E@b]QAݥ +Hq?8a@y6BHF?.h|@1Ӷ@1,@0ZA@+5}K=@$H*TEsF@Ay?^Na@gjRٌF?eb@1J@1܅@0Nz x@+Ͽ@$v~EkM*@odARp !?t R@U.mF?l'`C~@1G9r@1筋_@0d@+{E@$l4jEW@\U;B7Aޭy?к<@CO5RYF?qD@1雒>:>@1?@0ąGt5@+?@$cpPWEzw v @HUA ܶ?@0TsmF? 9@1毰K@1|1)C9@0_X~@++(s@$YS1DPE߶ &R@5:AqZK +?-@u<&F?)sC!9@1I@1"@0j *@+k2~[@$ODq}EH@@LS@ sc +A١-!?C@uzF?? ; Z@1jT @1"@0L5@+@d{?@$D@YuE׸신@ <4A"0; ?Z$YS@ AMmF?UȨT@1ܟUVJ@1آ1Ǩ@0|-@+G5[@$:R7Eм@>,ՒAW?oN1@ މlxF?k0%@1ٔ~O(@1նNH@057@+@$/6rlEyó/@]=A}$?ViP@ -)F?׿/6@1@1@1 +d<@0@+ @$%(kE۬_GmD@,O&AÞڪ_X?0@ S3UF?@1 <@1Ї.8{@0Ra2@+~T3>@$ AE=a @(?`1AYkt?ѽ:&@ &!F?0a챃@1щK@12@0;@+uLݎ@$B3EpAs@ؙ$A4뙥7l?c:^@ 8F?c\@1"_@1 +.nq@0P@+l{ !@$?zNE+?@\\AqMa87?ը +x@ uDT2F?{9@1 I@1@0R@+c1@#.EltP@f/A'TY?S??rk@ ^OF?f0@1ʧp@1,>@0J^@+Z\|x@#W`\SEV@NxwdA틺%?=#D@ IQ&F?J@15Վ@1=-TX@0|CW@+QHKpO@#oNE"Mҏ@9LEA(2?@ %CI@ 5nsF@7 @1_@1/@0x@@+HxSw@#S?xE[ЗcLJ@(=A_18c@@ " F@*@1N|@1AK@0t]@+?{ݎU@#F]l4E :@\Aq*/{@Po@ UNF@f3aR@1k@1E@0p0@+6tt%q@#OfEcs@oA‰ @&L @ N F@#u@1I1@1Ip @0kn;f@++%;@#mEEoӇ@'eA⸹@/#gS!@ jxZF@-G?S@1I@1;@0e 0-@+!e޼@#°En!@C_A3\@7`B@ ̴@F@4@1?c@1u}A@0`4JS@+@#|2*EX_@fwCA>A1}@ҦW@0I|@*reR@#t3Ed'@XzA]rUA]@HeɇLB@ .~ [9F@E|@1ސ2V@1׳Q@0G"h'@** +V1@#dћBEß4-@:RFGAC5Ih@IAŰzB@ 8SAxF@F}ʹR@1`@1y2Î&@0D x&@*"@#~uE@4A)F3@I=و@ BF@G2@1~aju#@1s@@0Aa@*ۥ@#.XE2@Ɩ HbAwAA@Jj=@ L-JF@GYF@1y&*@1n9@0>2  @*^^@#I[ER._^n@ms\AOly@K@ VZLXF@HMh24@1uy@1i +L@0;[@*-%8x@#2Eđju|^@(H-LVA6@Kג@ _o8F@Hs@1q6'@1dxQ @08L%~@*0k@#QoEU:@R\A@j@Kp&@ hAqF@I_@1lف@1_%(@05LjG@* c@#q$E6q@{ys7Ac@L07@ qH8ЮF@Ii3ݣ@1h8\G@1YKf8@02j;W@@*`+_-@#af'EV({I@<|LA™@Lvݽp@ ytoF@I @1c^@1SţMU@0/ʺ@*9(5@#f8DEŜ h@̇.wAኁ; 3@LE3@ !kF@I9@1_ @1NiR-@0,FP@*p@# ++EM!@/xIAxA@L+ۓ@ ?F@J h@1ZI @1I6D~@0)k@*2@#~m~v)E,Q)8@;Ah]?@Mr@ cF@JO,O;@1VoU$6@1D*8"T@0&}v@*X|1@#2߀Evy@@̫\AY߲T@MA]j@ F@Jx[@@1R@E@1?Glc8@0#7@*I>@#I֡JEL?G@e30ALpx6@Mf^%~@ F@J,.!@1Mh@19//@0!k@*ʃUݽ@#F E +99@LAA@M5h@ x{F@Jf@1IHf@14{@04QB@*;_@#v`&ENYO@,(x:A7mE@M@ ["F@JۓH@1ELی@10]{\@0@*fw@#~w~qEljB7@m1BrA.a%@Mh.@ CHF@J@1A2 +0@1,[N@0q.b@*U@#| EǰZ]@GZ߿A%A$@Mb*@ rF@K$@1?ȭ@1*y@0j@*@#{cEǻ@Q)@1B)@1,F<-Y@01@*ĥ|k @#c=P9E(K+@]CAO,=@N#l@ #L5/SF@KY +@1Fo2 +@116O@0@*j/@# UE*@47A /)@N3@ {s}F@Ki9R@1K*ψ@16x)D@0!ʢ_l@*;@#G=Es!O.@zQͽA4@NChu@ _4@JA Q'@Nd0@ IF@Kl@1Zx`@1GhU@0,g i9@*}8ko@#h EŘK0@#hiA$ + f@NwZd@ ϰzF@K[6@1]@1K @0.˔w@*K\@#E|z@@"t;AH0^@NhU @ g$F@K¨|@1_in@1N`MT|@0/- @*गq+-@#9f EŇnj4@EA}e@N.v@ [K[1F@K۸n@1`7,@1OZ'@0-3IM@*fۗ@#-REųKB@VW.App5&@Nx8@ mA0λF@KtI@1^Ȧ;@1NI[^@0+Eq@*$fo@## [E@ONfA>"U@N:3|@ Ru}nF@L ߛ@1\< v@1Mq0@0'p';@*ʂAc)@#z:0E67I4@`xALPO@O+@ 6;PHF@L8L*`@1ZUˡ@1K0@0# 靂@*+Q@#o?!Eu{nf2@;%?A┃tP@O*|:@ q) F@L_K2@1X}B@1J;~@@0 /@*N@#dڃ 'EƫbYJ@Aט4 AJdZ@OWǹ@ 8=Q(F@LƊ3@1WJS@1Hs;@0#7@*1N@#Z2E8}Mb@fuA R@Ou>R@ jmF@L^Q9@1Ujǔ@1H@0>9r@*Gܻ@#Q @&E4bf9@ZLAd{nk@O请@ }܊F@L@1U^@1G9@0sA/@*p@#I#N$E6-@AQ)[@Pi@ V#F@M8=X@1ULC@1Hy@06@*y^@#ARLqE5<1+@yXwA@O@PNb3@ FAF@M-+n@1UCG@1I{!c@0HQ@*}%֨@#:zt|EIV.@Q-!A*e{J@P}±b@ !F@M+ +@1Vf*S@1J X@0@*&@#3EZNU@)Sү&AjŠA@PK@ tXF@N-B@1VȻln@1K&F@0Is%s@*{@#-D;Eg|pω@FUA~al@Qa#]\@ ^Z!XF@NMcy@1WUR7@1LJ@0G0@*s@#'2 OEq"[J@پ& CAMJ@QϤ@ Ij@F@O##@1X# @1N @0;M@*Z1@#!v{Exѯd +@~A) @RGc@ 4x>BhF@Ow( \@1Y@1Pqn]@0@*p1@#E}k @`8(U|Ai^ѽ@R j@ ڳr`F@OY@1[q@1R8'@0H8G@*|IM@#esEǁ R3@bƵAH@SMt@ iHbdF@P{Ē,@@1]Za@1U[2h@0n.@*y +?@#-U=EǂNF@4O,TA'@Sm[p@ 󞝓[$F@Q#Qޚ@@1_AU$@1Wĝ_S4@0y@*u@# r6Eǂc22@cA?vK%H@TG@ F@QĨ@@1aK 0z@1Z@'ӟ@0/J@*r@#YPK"EǀI@סAoAFu;@UUdy@ ē\F@RC@@1cɯ@1]2Bo @0u@*odB@#kE{%DL@dwAףfm@VvZ-@ SqiF@S02;D@@1f u@1`Q?@0Ա@*l$y/@"կEu5a@{X8AA$@Vc,@ RF@S@@1iǽu@1dy@0%0QV@*jw@"'El@Ms%!ApyA@WcyOk@ OwF@TNND@@1ms@1hN{L@0D@*hCu,@"򆇩Eb#[!@EK}Aא+s@X ~@ hlfF@U4+N@@1pE@1k(7@0+@*eQG@"g}EUdf@5WXA +'@XtB@ RcRF@Uزr7@@1sx@1oKÿ~@0:!@*dK@"O[=YEF$K@ugpAWޔ@YT8 +Q@ F@WA@@1aWz@1}D_@0Vh^@*aBe@"@Ewo$@?K+A8))@['`@ +C7(F@XH @@1m@1Q&V@0f:@*`tƳy @"E@}6RWAQ }@[zlm@ +[6tlF@X|#@@1F@u@1T@0%"i@*`KTю@"m=ÉO H@mWddA&]7@\N1\@ +|HhF@Ym50@@1'C@17(@04%\@*`]NB@"[HEƩ/G@"A +v2@\%ߔ.@ +wbyF@Y5_g@@1@1wG{@0%2@*a.@"mEƁSlx@9(ڱ"AKP@]bu@ +A`F@ZQ@@1J.@1yc@0s3@*cS@"E|EVVeJ@mZJ|>AF@] @ +&6F@[M@@1s=@1Ì@0"V?@*eV @"ԎE'W7@E%NQUA?{@^d$r@ +s&FF@[H@@1$@1f?}@0 wrZi@*g*ٶw@"m&sE7*@E A?@^25@ +=F@[ͨ@@1-@1tu@0#`@*j암@"ػ"bEŽ \P@Rۨ~A4@_U@ +xLmF@\nn@@111@1.@0&\>+@*mR j.@"qEłAj/@үAe+G@_6@ +k|afF@\׮@@1牎Z@1! @0)cDI@*q2@"j^=EDm4b @.KAaR@`=p@ +`PByF@]V@@1ʠ+@1@0-:\L@*vmA@"٭|E(_@ fA뻓p@@`~F@ +VNF@]|9-@@1@1Z@016. @*|0n@"ܬp-[Eĺ"se5@e9HAͥx@a%# Q@ +M9\%F@^;ʑR@@1B.@17@05{ֵ$@*(˒E@"C*{Epr@C9y"1AZ^?%@aFg@ +EVF@^Y@@1ק7@1Cp@09cW<@*@ +?kF@_ }@@1ۇ@1Pp@0> +@*P@"ʞEf@(A/E(`@bnF@ +9KF@_w@@1i@1&@0B؝r@*Hxqm@"t*EÀ(@4AB@ba @ +5>:qϳF@_K=@@2B4GP@1mRK@0G` <@*)2΄@"E+H @jO APۀ,@c<@ +1-F@`O@@2 K7@1hRO@0MSYA@*!0@"%EԩA0@A\9L@c*@ +/SGF@`@@2{k@2oD@0S @*ƾA%m@#lE|sK@y 0Adr@cX@ +-0vF@aǶ4@@2$6'l6@2 !O@0YQ5}>@*O0;@#߇M;E$싙@i(Aj@d^!@ ++^GF@apz@@2/nIZ-@2@0^`0@*-^\@#RZݤE͝p>{@K !CAphaw@d9@ +*kL#F@aꂛ@@29\5@2``@0dv %@*G\@#ExQw@.Aw@ePs@ +(ހ0'F@b+WLd@@2DXq<@2&2=G(@0jG@*յGw@# !E*@rA ,p@ez^@ +&(Ϻ_KF@bݒ:@@2O-u<@2.%M0@0oջ@*ަ7_Q@#$wE"@QKGUA옇aU@er@ + Z*F@bFN @@2Yw@277oul@0t8S@*Qe@#*_S,E)@ep)Af@f<|0N@ +FF@cKG@@2cÑ @2>:@0x a@*xP4J@#.\8B }E%@7(GAӠzg@f1W@ +Ǩ:F@c[@@2l@2Eb@0|@*@#1Ea@19AI@fx,@ + h*XF@cd@@2uFa(@2Lk׌@0я=@*#pL@#4:E:ݷ@v@A;$@g:l'@ + ,,F@dH@@2 O@2S 4W@0F@*p@#7dE^ڝ"@zfA 7%E4@g@ +xF@dM@@2We0@2You@0 +@+]9@#;#+Eg|Y@ecA5H@gI";@ SF@dc$~@@2oϣ@2^R4@0g"F@+L~%F@#>OrE3d@R2AG8G@h"@ ?E]6F@e)t@@2 +P@2c {@0'L@+ @#BJ:.EBX@>95AYOkz@he @ 4(F@eqmK@@2!d@2hn,n@0Xu @+NK`j@#FhE4=z@+"Aibl3@h@ x7F@e!@@2 ¹@2nI@00OV@+n@#KK+EU@5FAx@h/X]@ \F@eZ@@2 +{@2s&@0ʓ%@+*wt@#Ok WE\PX@4>ALx9@i9nK@ KF@fDˬ@@2f@2x%K@0N71H@+"Ș2@#SVMsE]ay@%wAߥF@i]@ (EF@fX@@2mR@2~g|@0@+(ɖ@#X9ZIEi<@;A~;@iNJ%A@ V4& F@f'Bq@@2ߒ@2H@07x@+.c0@#\3Eћ@6vNAx`@j +@ F@g;e@@2 %4@2*m X@0KR@+4"R_@#a!nܝE9k_@:TAo`@jV@ 7!OF@g`ed@@2K3 *@21@0ʀ@+;2A@#eFECD@+4Aٱ<@j~.@ Ռ'#aF@g@@@2H`S@2ck@0,ᔔ@+A-٥@#iơEO@kAB@j@ E+ F@g'@@2A%@2N@0sM@+G,J@#mmIE|YA<@A #w@k6lS@ WwF@h?&@@2i@2Y| u@02$@+MT@#q2uEIEg@nA.<5+@krjf@ NF@h$@@2Fj@2@0>3@+QZ}@#t6E@X3AYv'Z>@kڈ=@ 'TF@h=/o@@2|A@2ej9@0BZ@+U I@#uV +iE}6@Azw4lA @l5IM@ Kw)F@iah@0`j?s@+H`,w@#]x$rEhf@ȹ[AB2@nCw.<@ #K2F@kGxI@@306@2~@0+}@+=d@#PqSBEon@ǃNA @n+-@ `F@kz9n@@3@2gw!A@0_@+1s*@#BcVE:T;&:+@ύA$a@o*:@uF@l);X@@3P@2iҍڂ@0CJ@+$S@#3:Eh$@;i!{Ax♣@o`d]$@,F@lb9 @@3R;~@2nCi@0` @+6@#$ҿ5Ey[/@ŻALj@o#@qQfN`F@l/D@@3^Nؖ@2)2@0FT@+ ~|#@#P'L&EE@}aUA%)S@pv,x@zXה~F@m<@@3ZO@292¶@0[e@*x@#YYEhA@qA|MA|3@pm)A0U @q%.JA@X?F@n2@@3 ض@2Lۍ4@06, @*͠5X@"Ԏ EL@PKbAHX_@qv +k@@F@nru4@@3nYS@2g2@0~v@*v0`@"?>f/E~@FAA3@qo`m@GF@nہ_@@3<2;@2"@0wz@*b@"m EF+,@;(AGFp@r&4@\0[F@o!.:@@3/J@29`@0p)3J@*Mw93@";EģGUU@2_G!A\ @rCx @ aF@ox`;@@3GV;~@2|3K@0i f@*(@"f9E<@A@(9A 闉@rR_@tNF@oہCM@@29&@2wVvY@0b\o@*@"D@@2@2q&U@0[9~@*r9I@"rNzJE~=yq m@gmU#A_;@s +->@3`F@p#@@2\@2l)ПZ`@0Tt~B"@*cZ@"bu.E&1x M@ EA9Î@s9@"F@pGj@@2Qʧjv@2fwx@0M_v @*Tqk@"R$+Eap1@'$ AӞ@t?R%@?uF@q1^8@@2$ @2`]D@0FJBX@*EF؇)@"BHzEEȅ0H @8m6A H@t-N@:z]F@qk@@2$aj@2[]O@0?5hz@*6!*7@"2*ؔE=[@(s$AzVf @t)@vMBF@q&Y@@2KA@2U'r^@08(&@*&C@"!ީekE9@bA#,4@uNb@T.F@r:,@@2љȫ|@2PbD@01@* 7@"39Eʾo31`@܍GAZ]U@un@pN-F@rd@@201J@2K2u@0* +@*e鴍@"y@hEˇ4O@@FAͲ4#l@vK@PDHF@r]@@2^f@2E~>b@0#!@)@!Ic;EVr\@~ ACA@vY@/F@s?-Eu@@2U+M@2@i.[@0$R9@)pi@!H`aE,'vM@%AȈ@v@ 0IF@s@@2ozz@2;3r\@0/%m7@)۩F)@!XVE^c@ٻA5 @w + {@F@s;@@@2%P}@25PjG@0Ji@)Z@!ʅqkECQT@<ݳA@wcM@唊3F@tB*DZ@@2ύz@2/g[Q@0@) ;@!9=߯Eӷvz@̏1A0$% l@wg@U=F@tL@@2w^@2)|a@/=[@)$x@!^|YEaMv@HAtќ%@x|ĺ@nF@tR@@2KE@2#yt@/O)@)vp@!c EE% 2>@ǗhA4S<@xvʦ@l24F@uJTv@@2MW@2a@/⫝78@);\@!<:E[RI4@A!2j@xl:r@KìDF@uh@@2-Mm@2* @/{֤e@)V˶@!n^4E\8@|w AA`.@y8ʡI@+j3FfF@v:B@@2.}`@2m/)@/ea@)p ݿ@!^hEbc,@w8svAʌo',@yo`@ 'uhF@vmA@@2V9@2 -@/b@)arjN@!NE`6U@q|HlA,s@z503@"BF@v@@2k7@2wnE@/LU@)WCc@!C?E)f7@n@RAjs:@z@V?F@wH"F@@2j1@2Q/@/4@)PR@!;'EI1S@jLYA6@z@ynF@wa@@26[BJ@2C@/-L@)H@9M@!48hEӏx!@fj9ApF@{4nV@^F@wp@@2.x@2%?)j@/l@)A|XmN@!,~EQ^t@c:wA5 @{pL|@ˆ6Ay2@{3@(F@xCq@@2 _n@1ysa@/sl@)2P~@!@Ea@\GڊAϪ@|"{j@xk(sF@xͺ~d@@2"3@@1hz@/Vb@)+E@!%a3EԤ3T@X;4A)@|oh v@N-'F@y#u@@2PcD@1_t@/~1@)%'|ϟo@!-Ew9Ȝ@UȪ\uDBK[@|jO@|F@yete9@@2,7i@1޳f@/y1@)x=$9@!ړ;E$i6@R>B9 H@}>@sEF@y@@24Ц@1:@/r,}i@)x[@!EnK@NہAB\#x@}ux@dGg\F@z;@@2GH@19@/l`R@)P8@ ;EH@GiLܡB{@~ + Op@IhtF@zS+u[@@25q@1Թ=@/`+m@) Z^@ D@E֗TM@>̼&MB'u1v@~xyi@) KF@{o%@@2PK7@1s=@/R+@#@(ìM@ ۄEʜ6E.-@"B(]@Z@2NF@}D@@2n@17 \@.IY@(Uև@ .kSE߿Re`@ѫ0\BCC@Cu@ F@YU@@2jl@1้Z@.T! @(GH1@ EW=KX@%H(ֱBk @Y$@@rF@Q]@@2g4,9@1ZgO^@.~AW@(8MQ@ |$E(J@q~7B$w@xd@e=5F@|_tA@@2d#OO@@1Rx@.DEy@()Lp@@DmF@[ @@2a-n@1O@.GЕ@((l`@c=h,E&{\@E3B$J<@nKn@#)úCF@Rt@@2^l&t@1!@.{DZ@( 4ic@!EX@`B&@Ɏ@F@7k@@2\}@1v<@.n1PU@'VH_@kWEmb@㡧oBͫk]@#GI@bF@T)ub@@2Y8@1e@.a-$&0P@';@~\pPEqk`+@HIJBD@|H@5alvF@@@2VY1ȹc@1 ߲ @.SGD@'b@^gE$Z@@~nBl`6X@1@CVF@0Կ@@2R6@1z@.Ftfn@'K\@? +Co;Et}@zrsB㻅 +_@-@|5lF@DIBd@@2NBy@1ulV@.92Uk@'=x@Ei:QE3!*,@pA>fB \$@ @Z؊3QF@K@@2KW?PD@1pwÂV%@.+"@'c@t2EUw@g."B ڍ@ܰG@9nF@W]2@@2G x@@1kW [@.1@', <%@߰"5Ew@][@-ضӊ@'&)g@A3;)E!jD@51=B8@)AJ^?SF@nu]@@2& +RF@1:54m@-jw@'G@(E^8@fBW)١@|w?.`LF@@@2"졵@15s@-)@' +N@!OE4}@d)B6<@-?L#7F@63@@2 M= @11@-@&?O@gC+E{-@P}?+bB7JGw@%l)}? ]MF@y!@@2c(?@1,M?A@-x}Y@&3@H|7ETB@`^B'@|?,@n!'EM5.@ B):P@ipsf?/F@ڷZ@@2YI@1M`@-<{8@&*}@ 29aEӼJ@8B9@Y$z?w*}ˌF@,d@@2 էn@1+)C@-0+i@&h@16EZB@aO}B?#R@?7\F@M@@2 $p@1Rj@-%XO@&#Ȫ@teIEɖ@2OeBOg@L ?`6F@&)@@2 ,8@1 ;*@-*@&57@\pEݴ@#oj9Bn@C?^zF@5@@2 ,<@19 <@-2ɧ9@&:$@Ī 7E.ڥU-@:WdB S-@N=@ +ᔺF@G{@@26C%@1QƣUq@-CW@'_z@@CiEAT EXR@P'$B = @}7i@݊ɿF@@@2;ϙ@1[8W@-2<@'|FQ]2O<@.4ӑ@'=gf@HEn@\hjBMN@n@m"F@Ⱦ +@@2K@1snXXSI@.7vI@'cZ@ 9E>*@?O6Bv{@b"@95F@ʪ@@2Sm+G@1jVQ@.[}56@'$3 >@z5Eo9Qn@yiB5fvV@z@H#rF@¹@@2Z f*@1 ɀ@.+@(ԪZյ@ +.E @{ĦBg i@fK@89F@''1@@2cl49@1*2@./?1@(@R'Ʃ@ EqA(@e|BH +@C@ >tSpF@|X@@2mjCc@1cۤ@."%@(k@ H? E +4@-CBI @=o@ouϮF@NtPT@@2w M@1Ȣw@.<,@(ګ=5/@ w8EOM@5FEBZ(@@MF@gl>@@2^u@1 f@/ #Nش@(¤0D@ ?O !E;N@SFB-@n@41JF@އs@@20ue@1cN@#@/I1 n@(՞j@ E@oGS.A_W @ʖ@F@tW@@2MoSD@1@/r&@)i8@! +XE8]c@EQA/Sh'@>@#b)F@x@@2릂@1 2@/@)G͜Y@!7t(vEѤ خ@hAܓ @Ov@Y8wF@j@@2P@2 @/DMKm@)tNA@!g5'yE1y@$,^&AД@@^ӠF@ RF@@2i״d@2 e@/:O@)p~@!UǞEͻK+/@`PAvIE@e@F@!s!,@@20@2-T(@0 t@)&@!W YEI>R@>g]ABmVţ{@Fz@|NF@GLPDZ@@2t@2=i-X@0!`Գ@)@!TK۷E "6@d%qA]'@D5@LF@#@@2עML@2Mˍ@06WE@*(Y-Y@"'REPA@9M%.A~?@3@?iF@k@@2 !V@2]]oXd@0K*0@*TUT@"W[E8n,˞@Eֱ&AB7ц@Pc@h+,F@@@2:+@2c^7@0SjB2@*g|S +6@"kK@*9z;@":|`E@_@5mcAK2a@PJ@F\7F@юa>@@2hP@2O@08hCR@*-\@"-@\IEނĸBK@5"Aߠc@Ux@ץPF@j=@@2؃@2O'@08+ܿ@*+$@[@"+8"'EhC@%VA҄K @~@5qMF@5@@2ڡ@ @2R.p@0<Âg@*5UY@"6tEE'8@-n6ŌA<1A@lUN@#TF@vA@@2)W@2W@0Baź@*Bi Z?@"D*E7 +0r@56YA V@dD@8qS)UF@@@2rb@2\ eu@0I8<@*PE_+@"R@=CACXW@5@SMQ+F@#l@@2ͮ^@2`b._@0N݊oO@*\Ŝ5@"`aFLLEƓLn!u@D$(kApI@2=@^cF@屪@@22b(@2_*+@0OM@*^0@"c+%:Ee`=A@On!WAB+@ѓjX @Z/2F@qH6@@2 +]E@2WX8Xk@0H#~@*Q @"WJEǍ- U@SsAÑ|R@(2@QGF@!@@2aZ@2Pv@0B]f?@*Fu @"LçEM}Q@U!TA@R r@H@*? ^J@"E=ݵE4A1@W~$f A@@Ae,F@i$ @@2g,@2Iۣȍ@0;(@*9wƩ@"?ǚnIERT5@Wd5AH&@e/qD@@"6EȹQi]V@Yp݀A?FS@@16?F@+@@2sq@2BVm@04^@*+ΦI@"2ax/E @ZM(AVvo@7~@+tF@MG8@@2J}{@2@ ,\@02s&V@*&@"-uE1#Q@[DAq|R@X@$`F@@@2lj@2=L[h@0/@*!s@"(&%|ČEmG\s@[EAL;@%T4t@fF@?@@2̜|@2:Vp @0-y@*B@"# Eɳ'=@[CG4A7278@*͕9w@IhF@$@@2U/u@27F@0*/d@*s +@"8wT@"/a/Eˤ\5@\SQSA@]ebE@ޫM&F@W)A Z@@2=-@2$"j@0)R@)_W.@!#^5E͖> J@_9AI@4wU@y@LF@{enVh@@2rNP@2gTuye@0] d@)8@!E[yh@\.Ac>@@ F@}@@2Pa@2 D^y@/~@)v@!1~EΒ9-@]0-4uAamj@L@j{F@R@@2Τӷf@2 @/,@)h@!oivEQC@\QA窞`6@m'ҵ@*4F@Ma@@2O@2 *Z@/g@)H@!:Eϑe@ZD1A j@g@pdXF@ @@2[q@2 >@/ޔ@)x@!9IEEЌ1@Q|+b A2kSR@Q @Dd{8F@_#@@2xI@1r(@/M~&@) +U@!"aEЛ=F@Q,oAr3|@:@BX‰F@WN@@2w=$q@1 Kq@/U-#@) T@!;PEиךv @L=w)A@'c@<i#F@d@@@2w0w@1\r@/$@)gS|@!dmBEиIm@PBA ^@3KUv@@RF@4@@2ulφ@1s@/ŗ9@)E@!-Eб* T@VJ_Am@E`p@H+8F@ǂ@@2sڷX@1dX@/Ŷ]P@)J'@! +"E:7gI@VHA?D@.&j@?CTF@ <~@@2p.y>@1#-@/5v@))@!-E.C@U٧AG,b4ɣ@'^J@0%"2F@j(@@2la,@1/[@/sf@)w*\ӏ@!}[E4:ٲ@3D#1A*j`@ߗ@#zF@Q@@2^9O@1?:@/}fΏ@);liS@!=JEԃ2ַ+@AzrR@ EH@m_F@N@@2Y@.@1h@/^|@)ͭO@!ab]E Cm@ +1ASD@F?@S`e1F@ +_0?@@2W+t @15D@/SB@) [-@! + +; Eԡ6@pOaA.=q@l\@m?94 +F@ L@@2VЦ\@1.(@/Z¸#=@)pSN{@!p d5EԷR@R2ABn@e"0@hR䦅{F@/C@@2Vmα J@1x-I@/X۲7@)LHD@!7MlE|~si@_(AdN@Hs@:-!F@7=P&@@2Tb@1Ü$@/H,X*@)?@ `WE-Ɖ@@A J}K@F/J@5wF@+ώ@@2RZ@1JFuS@/9@(t@ t5._E3{- @jAaNl@^@@ w?EY6 1@)nǰBM$@!|qB@MPF@TR@@2N_X;l@16(9@/h@('5@ BpHE%Ps@$BG +05X@!T l@m~F@Jٴ@@2N$A@1 Kek@/2)*1@(̽ik@ PYɎ/E5 +@XA2b@!@ QIF@67@@2NAk@1|SR@/# n@(!@ EԦ@1@;$/AcJ#@"ck@4wF@ȁV @@2M#E@1FB@/*ǫ҄@(|l@ D mcE\jz@>q|ЃA01@"x@l)F@@Y{@@2Ms@1EkC#@/3E?@(CH@ @@2Nb!ɔ@1U@/F;=1y@)?>!@ }Eղ +@]Ay?@&O@5VJOF@w@@2P{U@1=_ >@/Asˇ|@(,@ 4޽nEc g@fSA+: +@(jEC@ q{5F@^ +w@@2Nt@1V@/3:@( @ `7CEs@5XIA3c@*4n(@嫞uF@!J3z@@2MIIA@1ENzd@/%7 {@(ڗz@  _E@Oi@BR@+bN@a|F@"U@@2L$HN@1AU>@/?H# @(q@ aWdEظfB? @.cp@F@%a7@@2AM"K@1L׌@.i@( 7@ s={XEc W@8B[p@.K?K@ݯF@%I"@@2=3f@1>@.IT:@(pV@ _Ҕ`SEh85WZ@|Q2,XBYՋ3c@/ @Á^_EF@%5}@@2:#Rn @1 b@.@(^[@ K%Exp&̗@nZB>@/<w@/ovF@&4%@@26 @1[_@.@(L(A@ 7yEߑ(@a#hB-ә@/eR@p5F@&]bV@@235y@1a@.s@(:l-@ $ E3EYQmH@S{dlB+Wd@/Ệ@Gt6aF@&|f@@20r@1z1or@.64@((W|e@ ]=k3EBc@F:OBco1@/+@^BF@&-z@@2+'@1t+Б@.rz=@(b@E7^O@8s*B]"@/Z@hc,mF@&o$@@2'v@1nw@.b1@(7_ @NLEmàP@+3-BG @/Cv2@7BF@&X@@2$)J@1gɭ@.R0g@'2vx@[EH2@#|WB 5@/\g@z_F@&ş5#!@@2!(@1cyaI@.Gx]@'=#@yciEr1@5BD|@/Pt@F@&Ϝ04{@@2ߙ@1_@.< @'2@zc>GEoFp/Z@3@{j\Y +s@.103ͬ@'!θ@_]EWOV@VBg@/li*j@^Wt_F@&T]v@@2'@1WI@.&p|2'@'ÌS_@D>7Ek@PMBaL_@/3ߴ{@A\ǿF@&홁@@2b|@1Rی@..vk@'B/@(&\'E@#D@Elb2Bŀd@0t.@#+PF@&m@@28TF@'JBt@@2lln@1J@60@.L0@'J@]VE哇 *@mclB?<2@031@vY5 F@'"4S6@@2_?@1I1B@.w@'c[A@zdϵE\AlF@B~@0N׾t@ ݘGF@';‹z@@2@1JVw@.#8e@'.e@+E9@tBݷ@0lP@tF@'WiU@@2&1[@1L*6xB@. @'-d@߫˗EO3@m +ΟB8 @.@085@#)BF@']ȥj@@2 +o,@1NFC@.jF?@'a@ vz 4EQQ@ ʔBâA@1w@#!_!F@'sE@@2-@1N0S@.C\@'=@ ?ތE3eL@EB ]^@1Ŭ@#|C+F@(cVt@@2X+w@1M箷@.(d@' $@ +q*E#Fso@HvBJԦ@1d@ ,V @@26w@11\@-u@'UZXS@R`R7E聭t<@>DB +X2@8w`@mF@/;}3@@2T.@13kl@-͝+@'ZƦ@_݂E/s@ĵeAB + Vo@9sKK@>RF@0d@@2[@16"ml@-Ϊ@'c@r^NEd!Q@ ~B @:HY @裨F@16):@@2q@17 #@-ӵD7@'i!W@~ +{ER@jIB + 5h@;:r@UiҲF@2,M+@@2O@16 p@-YH@'c+\@qL E3u@kuB +u?:@<Аuly@e܋ZF@3]~K@@2@12TӮ7@-ʺ@'Ww@W_XED9c=@30B +:c@=@IԎL F@3@@2fV@1.˰t@- @'K@=k?FE@jPB U΍@>3Zb@,XBFF@4L_@@2 @1*f=@- V@'?8:g@" %EV@WzB >yU@>Z]@YF@4҅r@@1tl@1'A/@-9Wu@'2q?@aj,EBig +La@ǻB F b<@?O3Cb@wn$\DF@5O@@1B g/@1#g @- IH@'&cQ@IhE=F^@MqB ,7@?~@NF@5VW?@@1j@1~?@-c2@'tFC@Έ05EFc@ZB Aek@@KI@J jF@65VU@@1j zA@1|@-ӄ@' M &@"*n=Eq>7@z`BB J"@@$@`$F@6.@@1n(v;@1,#@-t@&ڙ:_@77z1E60&@pgRWIBGse6'@A(;@vZF@6@@1yu&@1@-iE@& @yY㇯E*繟"@fʍB8P@A=:4@X8F@7W)<@@1"hG@1 25@-]ou&@&!@\MEI@](,BW׎2@A0jB@9}dAF@7 @@1@1 Q!@-RC_@&YaQ/@@#`%@-$0@&R@FVJiEJQ@,ZBq)z@CqQ?>+WF@9ӣ'@@1߳}@0@-Gn@&9@s3Ee@#ôiwBeBH[@C+-,?϶F@9K'@@1ܳ!9@0L @-5cK@&_/\@&oE/?@ +aB(&@Dh?SF@9}"3@@1ah@0ii@-⎓6@&.$@z5E/;@xBU2@DB?F@9<@@1(Z@0Vbj@,m<@&sٹG@^G8ruEԊ@ӅmPBVa: N@D~Jc?DTTF@9v@@1Ԋq@0 ϣ@,0#6@&g5m@B  E'%@"eBya^v@D m?}ҧ{F@:Ƭu +@@1p3@0$@,z@&Zs@%VOE3F @^K B"yi@D4xW?X F@:<×@@1ΊZ@0 Z@,^.@&N-WK@ .1@E6@ioBT$K@E$cK?Y`F@:fѮ@@1ͷ[$@0EO@,@/{߹@&ADd@NEWg1}@yXDBiM @EVFP??I &F@:ʷ@@1˹-@0ոlk*@,sh@&5ky}@籷oE[\4@_Blha^@E? +tloF@:E@@1r@0T@,ҥWE@&))}U@rE9@'BbC@EsL\?9jF@:8)@@1H=V@0m@,CW:@&WI@ϧE,U%"@5^:B՜>@E5;?>F@:=@@1@0ZGH@,=k $@&du@}ׅEMz@OVVB=nRy@F?MBT4F@;u@@1p]ݸ@0Ǻnh@,<l@&ի!{@a~xE{d@/L~BP@F$?;? o$XF@;-|l@@1I9@0M=@,|8D@%u @E`~oE*Þz@`JB٩z@FJ!n?F>F@;IUsf@@1AB@0և~@,u[@% +~'0@)8U4REF@x6BHޡz@FmY?o,F@;cUv@@1@6A@0@,u/@%޶;$ +@ $e,E/Q@} B@F?NArF@;zׄ@@1-eG5@0E[Q@,jyM@%t ߏ@'pETv3@vDB`&@Fw?h7vF@;:E@@1dq@0 `le@,_@%3 @J7]EP8@{jBw&]s@F?#9F@;R'@@1T@0(6@,Uy( @% őZ@ ,1ES@qyB8@Fy?Cl(jF@;V^@@11=@0#@,K`e@%j@#0sEc@gtBbgFf4@G?O];MF@;@@1Ȕ)@0RPAm@,AJ@=@%U@a=ǁE+ N@]LB*Svf@Gp?S'F@;Q\@@11[w@0ߘ?0@,6)/@%/@e#AiF,ɋѢ?@SRBF+@G6䌮O?_]F@;a&@@1U@0eq@,,$]Q@%n'@IF @IsBaW@GQ TV?]`4F@;N@@1LN@0V@,!|Fh"@%}Pk{_@-RF tZx@?k{B4)X@Gn|?Ok̃F@< ˈB)Ӵ@Gԉ?N8qF@8z@@1>h"@0YYC@+c@%7#*l@uejVFD@B2|@H.?KpӆF@@@1Ӓ9#@0#x@+xm/ @% ON%@0d&F2=6@7$ BcW/ @HZHk?RF@<{⊉e@@1[?@0B@+@%3@FkU@U vB7I@Hs?VF@<4@@1d1@0F@+@$Au!@.Fe @g?:EB F2e@H@0}*`6A@+'\@$H @LbF W1 [@RцB!1ʅo~@H`?١8F@< +<@@18㭃)@0z\eM@B!M@Hʖ"?IbvF@Aێ@+wr @$0@5{lF %~H@ 2B"{u`@HUb?􉂦F@<@@1Xh=@0p@+oٸ@$w 0d@j[F -7@d B"@*\&@IA?J#ވF@<^g@@1}^"*@0nw-@+h&0@$Gg]@i-F aA@۬B#'uV\@I +@I[5?<1`pF@c@eMB,24c@J`Mk?촸ӌF@;U8N@@1JM;@0SL@*2@#Ј,s@JQ%FB@nYcB-i@J?$*UF@;ah@@1F51@0Sw@*.@#\E@ Pu7F^5@"**@J@>?"6>1F@:x@@1K@0S@*﫩L@#}T!@J]F($@H2B-4q鮃r@J?T`zF@:9]@@1IaHђD@0T\]y@*6|@#nj@TFBwm@]B.(+o@Jءc6H?DF@:j@@1D <@0U*y@*냈{@#p@`͒F]@⎾9B.tiaQ@J$ד?+a%/XF@: @@1E`@0U@*ԋ{@#1uk@kjhFVK@ !B-bG&g@J2bs?+0| F@:x${@@1H\ r@0Sh@* E@#'@;DF1@*";ЧB,g6@J3A?XURF@:Kr}@@1Kv&~@0SD@*>@#\@Fc{9;@C8ܪB+@i @J4&?ퟑuOF@:PQC@@1M. .@0S֕:~@*荘I@#%X-AN@AVT`F\@^beB+ +!@J4X?dOPF@:̇@@1RZOX@0UϾq@* ;|@#!'@,uz&7F%7@ yB-CF@J5i +?D۠VF@:Sw@@1I@0US{@*2-@#D@ʱFHg(@3B/d˵@J6?#2F@:1@@@1@PO_@0U:^@*@#os@:ms@kF c'&@h}B1 Q\>@J7{S? +F@:Vb@@19iE_@0XC٨֧@*ڗ@#ZX=@F"8w{@d B2cU`Y@J8Xa?JYF@:Q3@@15$@0a-:@*5-@#@tVCF$9v[@̌zMB3[.,@J8I1?Kk?WF@:US@@11Iw@0j;ߢ @+n0@#|j:@0gF&$JØ@1+B4/r"\@JG_t?I@FF@:zP@@10I@0s1u@+(@#wjI@QF'uR_@q׻'B5O @JQ""?mzkF@:{{?@@11|;@0K, @+EcTQ@#u1F4@$*YfF(tp{@Dؚ~IB6~S@JZ{?R7^F@:u@@12NTc@09;@+bG@#t$@zB;F*VCjN@*nxB7gQŰjZ@Je?q<F@:}@@11<@0z@+ze#y@#t| +|@NڜF+@]>@\wOLB7bd,_@Jo*? [}@F@:C.@@12I.ZF@0A!@+ mD@#v߷0c@5{1BF,20"@뽤B8x1@@Jkl?)ȦF@:(@@13Z-@0c\&@+M1@#yxL?@ UOe)F)ޅ@'[AMB7?@JKa?*(qAF@:.@@12>L@0@+s0>m@#t|@\e F($@[[{wB5eB@Jz?EtF@:G@@13Xn@0(`@+Xd.zE@#wX6\w@hF&RϺ@|L,B5:@J՝?%naF@: ^@@@10@0xJ90@+4/@#v!y@sF%goH@qBDB4/}J&@J =?VPF@:p@@10_QQm@0md@+ů@#x8@|+pMF$%5IQZ@i8B3VTK %Z@JOA?y~tqF@:^Q@@11 OY'@0fQxY@+ 2<;@#~W@3-oF#N{@T=bB2@JZ3?a}V\F@: @@13:[@0bŘk@+9b0@#5F|@Zi{TF"mܘ@$mB2(ն{@Jv[?EUF@:!Jd;@@16u@0`-X}@*@#V@F"@ @4!0B1Zތ@J?XF@:~4@@17$C@0^@*@P4@#'@uMF#:|}@&,?B2 @J&]?pƃя#F@:R9@@13%@0ch@+Z@#ޠ9@]$! F$nă@F B3 @J2 ??xķ{F@:_;g@@11eհ@0hZ@+T3@#}t7@'kF%a{@ B4cwG@JR-@ZfF'"/@{cB5Vj'^؈@JF9fV?%$F@:?7K@@117 1A@0|M@+=ɐ@#v%|E@ + mF(z1@R$m份B65-F@@JTW ~?:(F@::7@@12+`N@0Du@+]/i@#v@GpF*<:cu@Z5B7VYYb@Jdn?ޚ6h F@:e@@11G @0"@+xe@#t"O6@Q)~;_F,DhdQ@Zsq܌B8)+@Jr?ۨ4B F@:64@@12@0J K@+ɴ6@#x!Cy[@WF-{4@@LB90{@Jᗡݻ?dF@:U?@@16KM@0F۝u;@+?f}@#T@vDF+ͳx?O@Y?B8U@J&C?E龤F@:} @@12 ^eG@0*Tnj@+/Ђ@#w@&4(F(䎿@C%B B6~J]@JgYx?TMׯ;F@:yMɃ@@12KCN@0Қ|<@+dk@#uP9@{ F'LI6@|^B5P\ @J5?fT F@:w^@@11Dy*@0|">R~@+=nK[;@#v`aR@tA_L{F%?}@җB4a>);@JģG?+xF@:v@@10F @0p"'@+!^_+d@#x @F$I,C@RB3pUze@J46?_z[sF@:urXID@@12z=@0hm`@+Uw@# S{@-ij^F$ i@TuэB3`Z@Jek?`\[6F@:sT$@@11m#@0j9@+ |y7@#|д@EF%օHd4@FVDB4yXO8@J+[?U@fF@:qj$@@10[}3@0pP@+# 춧U@#w@5uF&nuR @B49*@JȎw?O?F@:n\@@10 )@0w -d@+1 %j@#wf@ +4F$+*@̘B3Ve@JOR?Q{aF@:g2@@11e@0jVXM@+ԢlH5@#|'@93aF"M@pHSB2rz@J*d?C +4F@:d\j(@@14@0b@+ +Gڵ@#-@i:s`F!S(J@TYqB1`@Jܻ?wF@:aCA@@17e?@0Z^@*G@#f}@NMF t@i?blB1Jf ޞ@J ?`F@:X5U@@19~>@0X=@*k+@#_f@أOF, @NnB0N'@JZ6B?CŷtF@:Qt@@1=]㙂h@0U8@*< rF@:-C@@1E,@0T@*i@#J(@nFJFu @FB-ݦo +$@K dN}?fF@: "@@1F5K S@0S:@*ꥏ@#b@rF%5 @,)XB,pj @KLw?46h?F@9;@@1L-rW@@0T6l8;@*Oa@#է$@nGFo 0(@E|B.YH[@K*$,?B[F@9N_1@@1E^$N@0T- @*e@# B?@p(aiFv%@;(|B0@a~@K9A?!pF@9y/ +=@@1>^Wk@0S@*(8@#@&F @x&B0{@KGX>?aLF@97H@@19v@0UJ: @*P¼!@#=4@DF" 88$@9_BB1Ka%@K[ԫ?`FxF@8=@@15['uRP@0\KR*@*@#@\F#+V@9B2@KtbZV? uk F@8`땷@@11ՃfAC@0cN2@+.g@#m `@I8F#ɇq@L|oB3Yo4@Kmz?HaXF@7ҤD@@11 d@0bԋ-@+x V@#~Jk@CM +F$=A@:8LB3>P'lV@Khh?L&KF@7-xo@@11g<"@0eZ:@+X-@#~`F@8$q7F"\@2GB2Noإ@K ? +4oJF@7"@@14 24@0`Wbl@* Ү@#@Yn@y)F!\E@>WtB1J@g@KX8?ҘF@7ņ@@15_`@0[)k@* +t@#{e.@\F#j$z@'u6B2V1>@K~?D͸tF@6#k&@@12TCF`@0b @+@#@TF$ȫl@ιםWB3:SG@K!X?ԬF@65p@@10Fł=@0h6P@+BW@#z9 bt@e_F' + ĕ`@*B5@1y@K'?eF@6%K@@1/>Y|@0y y=@+6wƦi@#s@F(ѥSÉs@I+B6kcz@K p?b2 eF@5y@@12+a-@0OP@+_p@#t~NW@~.F(%4 Z@IU2B6k*@Kp?b+DF@4? @@12_ @0+] G@+_F@#tKߊL@~ +5V1F'9d;E@kbB5ci@K?HfALF@483}@@10y@0kq"@+Gwvb@#sF'7@CerF&w|[*@.zB43At@K?`n3*F@48'z@@1/̌^@0t,p@+*ǒ @#toD@ҲP$F%,ZD@BB4@K&R?w"jYF@48@@1/v@0jT#_@+~@#w7;|@v:F$?&@0B3c$E@K-?sxEM7F@46,I@@10۵7@0e@+ LB@#|@.ȳF#@MB2Ys`@@KB?坴@F@44L!@@13m@0af]@*mZ@##w@eJF$5"@ٷ>B3aQ85M@Kn`?o?F@439@@11ب@0gM>h@+ |E@#~Ywg@15`F&R:7-@!}WB4h:V@Kտ +?z PF@42B@@10yb.@0tV@++ڻ@#vf$@ +PF(.Cu@[h˜B6I jQ@K؏?3U{F@4*@@12@08#%@+W*^@#v9@/F)壁9@3tB6@K?ߡNwF@4'5tP@@11Oko@0(s{@+jҕ&@#su[@fעuF+5X@8@5F+VcN@laB8K@K0G?ãkF@3l@@11[y@0.@+wD@#ux@2d0F)N@*rGB7s@K@\o?˟:F@3@@11h-@0Qf@+n!.@#r1@ZQmF,xfm@q,B8Î@K=?jvD^uF@3ؐ@@11|\7@0KGK^@+@#v5Db@L F-'SY@#(B9_j@Kae#?FQOKF@3@@15ŗ@0d@+i@#{%[@RzF+OaB=@k_:B8U7:@K8?Bȃ\F@324@@12v>@0(e9~@+O@#wYT@%¹xF*_!@"J$eB7A~j@K'?'tF@3ux@@11$@0_#@+t X@#sc>!@TF(~+M@M>%B6WR3@Kږ?BF@3`-@@@11I32@0eO@+]@#tP?J$@6@F' `k@~ߦqdB5PZ[Ve@KrOW F@3`X@@1/=h@0l %@+h}@#v?Fj@m -F#Gv @'d:B2cF@K[e?f@v OF@3~F@@12dV@0bX@+kt0@#l-t@[MuRpF!^⸲+@U/LB1ee@Kaj?p F@2g{@@17Vp.@0YFAP@*`@#N.@)=C6F v@iIB1ր2@Ki?=(F@2}@@18n $@0W\@*L V@#%3@]aSF"5QV@9_"L#B1PSs@K+C?u3[F@2Df@@14GV@0[f@*oi @#.yֳ@93F"ź@#B2@Kxho??~PF@29T0@@13W@0`q)@*[3@#MX@i F$\Y@ԴB3'g@K&&?Ei`PF@2@@10QX@0hy +1v@+V@#yk@?֚BF@1qܾ(@@1/g&@0r0 @+&?5@#tE3@B촾F%(@U~(B4;wU=@KM9?DtF@1ѳ +@@1.qk@@0kh, W@+ @#t"e@`rNF&'%@^--B5)PqU@Lv?&MF@0B +@@1.@0v-@+/VCP@#ql:@$yF'%(@iJx.B5ƅt#@Lo?4GF@0d2`fF@@10w0@07ao@+IUtm@#s8@?FF)aQ@-<+B7'Ǒ@L 1]?FP EF@/@@11^:B4@0Nf@+mM6u@#r(v@_\Ü[F*Gc@$KZB7<[Iy @LBd?޿5dF@.C{@@11`=,@0;@G@+s՘@#r_}r@U MUMF)cx@,3rcB7tk@LAg +?, pF@.5 p&@@11SX~p@0eJ!@+mһӃ@#rP@]F)a3k@=fB6v~:@L(A,,? F@.}v@@10gw@0NL@+a!@#p@ J@L?Q}[QF@-Ξ@@10#d@0 @+] +A\@#qYj@xY65F'_T|@pEJB5wD@L;?Y,2F@- +@@1/^@0},@+A>Hu@#pv-@:QF%hNAa@@1B4.k@L%?KKr.F@,@@10Dw?ri@0mX]e@+lVG@#xt@F&!uIj@>"WB4@LW?orF@,4@@10 J@0rsLg[@+& +4l@#v8&zD@L?΀F@,WJ@@1>˫B@0"@,+lR@#@9-pX@L:N_?&qF@,y@@1A @0mp@,s@#ڭM@83cF2vZ@$VgB=ʉM@L@ò?92F@,jɩ>@@1=N )@0`\@,u=@#B`X@Z{*rKF1n)f@Nn\Bz@#t1@~F%UspO@ƁB4RAb@L&)'?gLF@+Q1}@@1/@0kҎ\H@+cf?@#w_1p@#8F#zV3S@+B2iɸ@L(x@?,"F@+Rs&@@12h"@0b"M@+@#a0@RDF$Ea@imB3f뙌@L+ +?b3 F@+>Ƒ@@10ǘu+@0eı]B@+ @#|9#@-ӽyF$iez@nPB3ѫ6d@L.^?˔GF@+&YE@@1/Y@0h9k@+@#xޮ@\XF%`M&@ V/B4#҂@L28߸?_3[6F@*X8@@1/&Lh/<@0k;<@+$@#vb*5@F&@#phd@cF(k@IB6{C C@LGq?PsH(2F@('8@@10q@05x@+\O@#q.AP@x9PMF'O7[@o=pB5K@LJMYN?XF@'q@@10Vh@09Ϙ@+DQS @#s}r@F%{cH[@}B47 +']@LJz??AF@' n@@1/v&@0l @+PLhjc@#v%h@zzF%V<@"` +B4Jb@LJx?c)F@'VWz@@10v5?`@0nR!@+ ?@#xW+E@@r&F'8%@xIB5e]--@LJ?rJF@'O@@11!92c@0}u8@+@[#@#vq'z@eYF(np@V4HB6)HR@LJs:?Ǡ>F@'M@@120%7K@0)*@+Yѕ.<@#tHM@Q3F):B?@EY\B6'[@LJ6G`?;PoF@'m"@@11byX@08@+`@#r^T5@v֖QF*8*u@"xB7Lٔx,@LJb?ޡ\AiF@'U: 3@@10ׂ)@0 [@+r@Q@#qF@QkmKF,pe@恩B8pxpn@LJZ?p0F@'~y@@11bHq@0Z:H@+'@#t{J@ +)F.VZG@JmIB9 t[@LJ?,y#F@'"@@14%Bu@0Y@+N~}l|@#|_ i@j4TaF0h@_2B:284@LJ?6 F@'i@@18V3@0<1xj@,MndM@#iC@/'brF1sh^@Ro$B@D@LJ?}B%F@'Li@@1=1@0몔".F@,@+n@#t39S@J#F4㮔V@8H jB@0p@LJI?ȂfF@'w|+@@1HI$@1jAΆ@-BJ@@#[K[X@ F4k@ufB@?[0@LKI$3? p.F@'d9@@1Hy %r@1Q@-q,?@#&U@ l1F3OOoL@(B +B>́$@LKe2?*4F@&/V@@1AdLY@0%m@,o~n@#1Gr@=ek+F2j@@6B=GsOB@LL=6?l⟤F@&$@@1?F@%d w@@115ve@0a@+cʌ@@#qa@mK(F&ms@yB5gB@LT(?*F@%:Q@@10~8QH@0w9|@+16]'@#u>@uF$%EnM@8Y8B3SB6Z@LU ?|\,bDF@%(<^_@@119`@0f@+ Zi@#~?j@3A*F$V-4@IUB3Mz@LVØ?viF@%"IJ@@10@0g+o7@+ .@#{N@ ρF%g5[,@2u|B4'>K@LW?W3#F@%g@@1.?.;@0k-@+N@#u@Ӓ`F%@] B4T_.-{@LY,?Q'F@% +8n_j@@1/n@0mON@+B@#uGP@hkF&7n@UB5 Ө@L\Y}?"8F@$(@@1/S Kn@0uI_[@+.>2@#s/f{5@$0F)y@Dx l B6:@L^,?0 +] F@$Ʈ@@11Dq@0A Y@+_@#qO{1@tDYMF+fD@MB8LCB@La1?BdTlF@$c@@11#@0by@,$kK`Q@#W}@QuUF.ĺ @yBB:o@Lv謸?-e_4F@9@@16Y九[@0B@+p$t#@#Z@ۇkF,Մx@N}B8T,@Lx ?گF@dX9?@@13B@0Fw)3@+66PA@#yH@ ^3LF*,]@6"_}B7(>@LxU?ݔyhF@\bg@@11'AR@0X!I@+r@#tzYv2@AE5F'7@`MB5~\LT@Lx?b2D=F@Y,&@@13d;8@0%^W@+T5@#x$9@8ӕrF)+.@;A'6B6Y h+L@Lyx1?DF@?WA@@13 Xi@0ɞS}@+h'8@#u墀dx@s4F*a@ n + B7ݼ8}@LyI?8GYF@3@@118 @0E'@+ @69@#s@@8EdF,qfV@`@AB8)@Ly Ou?PW{F@--ࢆ@@12<3}@0rܚ@+Cb@#vɹc@ 3MF.ejq@=B9w;uX@Ly -?ص[F@.@@15iV@0j@+ +lY@#~Vy@㿣ZF0tʓ@{& 2B;i$@Ly-?ՄHI*F@ +0@@19Th@01"@,$s@#i +;@p]wvEF1h9\D@Kd/BA +@0@,|(X@#6_@U}dF1]Z@R^?ֿ?F@1X2@@19gYm@0P@,fɞ@#ؿό@VJ6GF-1T@y`B9+&h`@Li?99iF@/r;@@13Jȟ@0: +q@+0@#z6@iF*G5}(m@D/B7[F#-@Le?a 7VF@Æ#@@11Zu@0@+wy@#skK%@Q)&jF' KC@|-B5Jm@L3?LF@驕@@11Tu@0|o.l@+>N\u@#wo|@'oF&Lr\@!wYB4#9k +@LA?+БF@Ԏ̓@@11<(@0w@+2;a@#w%µ@Іk< hF');%@{ƙlB5Z\9r@L?`dF@77@@11ӏU@0|nV@+>@#vRT@PF(7y+~@[-B6Jb@LF?4jF@l+@@12wBҵ-@0y[B@+VDS@#uɿ@kԱpqF)+Jg@,C>+B7.(@L@#F9@Y@MZ]F0._4)@]}B; 8#@LE h?דF@am@@1;a@0^}@,"4Em@#|@ yF.msh(@%BoB9Ib;@L^|?ieF@ư@@171s@0v@+},A@# +@yjF+(q2@>PB8p-B8@L^|?yF@ߋ|@@133@0 @+sU@#xŃ@# F)\@4eFB6vI@L^|?ߕbEF@H[@@13-أ@0`@+mzU@#vܚ@ntYq- F*=T$@ >+yB7ʊ;&@L^|?pVqF@ϧa?@@13M@0#<@+@#x KH@EyZrF+>u@h46B88O@L^|?@txF@+Y|@@12=@0Ye@+P7@#weۇ5@+\lF,QGA@siB8VmW@L}a ?YI)cF@QtV@@13$@0@+Qqu@#x0%*@_%F.Ʒ@B9]5@Lֶr?{F@\v@@15S@0Lŵ@+׫q@o"@#7)@S8F//~@E$B:#@L?օFvF@B@@1:rj S@0U@,(X(@#V{@TlF0e@bbkB< :I@L53?!C_vF@di@@1:֮X@0,0@#ƒ@VF2~*H @2B=d͎-@L g?тF@1UB@@1=iy.@0mj@,g0X@#5$@i ClF3i +@2H`\B>N9@L3[?͋%F@6G@@1AC3@0;>A@,W@#CB!O@9 SXlF4T@Ə$$>B@Nr92@LCWY?mWJF@Ab@@1JH)<0@1[7@-g?@#w@ U F7_k{@u62BAbk@L"F;?+YF@Af@@1V/@1:T)@-jo@#5aU@ qF:@!e&!BC(ٳ@LPI?AzdF@z, @@1rg@1}TXv@.} @$>\@M<ȌF9 @?HIc@0kG=@,k_?@@#%<@i#[tF0=wA@%sB;03%&@Li?'ITF@M@@1;B|-@0̂B-@,#e +V@#?/@!4AF,>F@RB9ɨ@LAL?xbF@,@@14f˽@0}'@+E@#|=y@ C*QF)QX%@%nIB7+x|B@Lõ?޵Ck=F@;e @@124+g@0-rg@+tc{@#uйa@[G@F&g@T20B5'ɯ@L"f ?)F@ 4@@12/F @0zoQ@+8JL@#x^9@xFF's0@mB5i@Lր\f?FF@Kb3@@12g*@0Ԓ@+JT>@#w̩k@,xF(i:M@HHV%B6cvQ@L-?J:XF@זF@@13f=@0/ғ@+bA9@#vf%@9!'F)0@)IDDB7w +@L0)?QF@ͬ@@12*@0u(@+rOU@#u/5 +=@_" uF,93?e@otB8oX1@LuU?^!3F@V@@13s3@0@#@+L@#y[e>@YRF/GIH@py ltY@#@0CF3Wݵ=v@|B>G9K@LqB?mClF@a@@1C%p& @0h{@,Bf?@#BXc@>bF3υ3S@ØkB?Q@LL??ˡ GF@EE@@1E\@1r,^Z@,ˇWBw@#Sxu@1kF3ʹ@XB?.0F@LӸ?4TqF@ojw@@1DXPEE@0:e@,\%S@#:^x@4^F3M(B@'MB>/@LքB?eiJg7F@o@@1D?V{@08m@,]w@#u[;@@-QqF1@=[q@0xEB=Cu&@L،]?ёC}FF@56@@1@HXj@0_9@,n<@#^@s|y'wF0J M\d@xY{B;K"@L،]?q&F@}%@@1=n @0t@,-R0@#6(@jnF-T>8O@B9OB[@L؛!=?٥_dtF@|@@17H@0!)Gn@+3 @#*,u@^|F*.1@~jn_B7Z`~4@LأG)?F@d3@@15C@01,@+@#zn@W2лF*SHt@H-B7 U@LطN~|?V +bF@[@@14@0S=@+P@#z[a@AǮF+,Os@NB7ap@L˶?ܼ+ F@ @@13څ@0e6@+V-)@#x"n"@:'^ F+1@*0ɘB8cG%@LUB?ۼsF@jYg@@14T@0~lU@+;*0@#z5Ht@'tT +F-KX@nB9iOs@L^%?uEqYF@2Sxt@@16+@0<@+4r@#]3&@F/Ha@QF-B:Ҟ})@L3c?uO562F@7*@@1ʝ@0ܫ6aP@,Q=c@#o;T@,F2a +)@O&AB>(IQ_@Lٳ%?F@)O @@1B{c@0i@,:.@#FQ@Ui1F4bX@i +B@X)P@L<[)?oF@v@@1L-s@1@-1[4@#MA@ >cF7_'@r +ZBA"Jf@LFδ?@;F@╎/)@@1Xn5@1=RNC@-pD@#@ZRF: @#cO*BC),!D@L?߮F@1 @@1qǦ@1{MV@. +]k@$ǔ @FmF9iN@2YCe>BB,c@L?(xF@!Љ@@1kM@1l;@-Y8@$PL@"m~F6=j@{VHBAYΠ@L?#iLF@\V@@1TT/b@13Wv~@-XaT @#\Wec_@6h8G_F42)ӻ@ V5B?ڋh @L?ɥ8F@qA9@@1H`)#d@1 |jd0@,^\@#ԠY@#_w#F2!iA@)!B=y4Q@L?!rF@bΘ@@1@M@0}s@,vPO=@#v=m@lK$TF0L/P @wQrB;O|Iכ@Lzv'?_PHlF@ϟR@@1=@0X@,.xT@#ļm@NtF-YD:@(9ȦB9VA ,c@L#T?ي[LSF@p)v@@18;{J@0@+п@#Bsu@d'F+DP@B8 <@LfOl?w^F@n8@@15]4@0,}1@+@#|~k@9dFF(K$v7@A۠B6wc[@Lׂ ?8F@[9@@14"*@0[`\@+h@#yxT>@WF),ূ@AB70%H$@LGK?kP9*F@>$@@15#Tضs@0@+}l!3E@#zos@_N`F+qR@B7=>@L3`=?:F@H@@149H@0wZ@+ت @#z?1_@>?]pdoF-q@J~uB9/>4@L?dF@ó@@16B@0^}"B@+Âv@#`L@ +}ͺF0#|a@lB;TX@L? 4F@VI=+@@1=?@0ΛQM@,'!@#4Q@I~ F1Lk@a@2#RB=@Ҕ@L|cY?ъ\4KyF@)DT@@1?˟@0$p>@,l@#@sC^F4:V]@ܒðLB?ݠ/@Lv?ɣϗbkF@ؼ1@@1Gգ@1 W@,N @#qtV@!+ xLF6A*@0k+BAPȠ@L?9.F@Տ2Ģ@@1V*@14^@-[G`io@#F +F@g(F6p}tlA@0jVBA6/k|@MB?"aF@̬Ⱥ@@1VQۆ@138c@-X5@#z٨@ sF5 @X=NB@<7 F@M(9?²d1F@ȮްP@@1Sŋu@1+)@-E׏Х@#АQ/)@+gkF4Td@ۢZ ƃB?&X@MPFb?ɹaƾF@\l@@1K8a @1|w)O@,D )@#;6o@-tF24x2@& [?B=w(@MT1|?HF@@b[H@@1C.`@0 @:@,n@#@qEF0!k>:@z(bQvB;%Kܔ@MZK73?)MqF@8(,@@1?E=<@0Eaf@,0,@@#=H@F,6o~T#@Hu9B8Aۗ@Mo5o?ޔ]?vF@#vO@@170@0Nfp@+ٕk@#:@!bNF)jCd@QB7;ܨ@M1m ?"ZCnF@=@@16$@0W@+|?@#}n߃@a3)9F+,$ry@܊B7aq@Mw!?ܖ4)m7F@r@@168ZAY@0: @+0$Z@#}&Y@@͊F+)=@" B8zbҋ@MD:?JُOF@dן@@17Ih@0ĜQ@+S@#3@(,F."똴@P_B9ڥ@MH#?5D323F@bNj@@1<Jk@0c@+7}{@#Ww( @}9F0))p"@y?>jB;.&(=G5@MH?okF@];@@1?v @0X36@,0T?ɴ@#7`@z yvF1@6.asB=@Mrvd?x~[F@Z@@1A!@0]]@,l/)L@#^@>͚3F3}ba@䰎B?s{$@M"?ʝB;F@ I@@1ISic@1 3@,_]@#L@3ÝF6vKD@ KB@]ft~@M#'?c8F@@@1STx@1,9H@-GҗP5@#-c@%F8{*LM@C2M~BBw{\@M ^Y?0"CF@ݛ,Z@@1g |@1`U@-!@#/i@8MvF:t~ @8T>BCh®}%h@M5C?PF@I`@@1~@1(i36@.P]@$3` +@VX#F7(+@`%Q>BAc@M5C?~} F@0˘@@1`'[@1KP@-"@#쫠K@l5grF5CI@CX B@ƕ7U@M5C?€slF@.B@@1Qx(P!@1$ @-4zR@#2lZ@ /Z-F30@ZcNCB>@M5C?@F@Z@@1GR@0"6@,8|@#l@Ll!3XF1`)a?gK@@7B<܀zG@M<$?o_tXF@ P4@@1BNuo@0VA3Զ@,c)f@#s@gzNF0(wx!@w*[rB;1B<@MS{?bFrF@ $@@1@/aOB@0ӆ4@,3ԃǪ@#s@nV)F. +5&@aƢB902@MP(?D7 F@@@1<@0̐1@+ܯj0@#o@:F+-ZБ@^kLAB8yK@MRH?,V}KF@֊@@19N-bfR@0un@+A@#u @,mxF-]s@H=HB9 WA@Md?؊0^F@Q n@@1<%@0Q|@+ sxՋ@#%S@MwNF/@H@B:,@M + >?;iF@ĉZ:@@1?8@0ϛT@,(A)К@#G"A@Q1F1Xxx@D@gB<Hpy@M&̎?ҊUF@++"R@@1Ar @0v@,^${Z͘@# @zF3J-ì@gHB>yףo@MnL?̖4 F@Ze@@1GK@1@c@,@0@#A@E六F5|׬@ %?TB@@MJ$?X3j0F@}@@1RYlU6@1'x3@-:hsw\@#@ OF7^%Q@WI_!BB @M"c?Tz-F@B&@@1d" ݂@1SyC@-yJ@#}Q@غ9F8 vF@L;iBB(t0@M,/M'?*yɵF@[awM@@1h-@1] 3Z@-+W@$$8@ֻ$@kF6TG?@p+BA:&`v@M-Ad?+bt'NF@9մ@@1_`y:@1DqF@-o7_+@#5Qw3@bx) F56k c @fkB@@M2p?$F@/@@1UY¢@1*{@-A= #@#ӟ@x7F3jv7@II-B>NJʶv@M2!?̈⋫ F@/A@@1K}!">@1L7@,|\Kh@#G_@Q祦F0in8Z@NLB\@gZ`F.~6³P@O +B:%L}@M2Ao?EsߋDF@k@@1At}R @0CJw@,H$N@#opZ@*F, S @LwB8$Y@M2SPT?ڑ~;F@m,?@@1IF@h@@1>Vn@0a@s@+U@#Vʶ@-idF.zm@(tUB:!ЊѴ@M2H?N_YF@`O@@1AVډ@0u<@,1@#V@C;{F01̓G +@n13B;L/X@M2h2?ad0F@_߲"@@1C"X́@0،6t@,@@#Y!@M:jQܦ?/tָF@ @@@1J@1"p@,Bz@#^[@^aIF1i@+л(B=E@M; +S?K,M@M@(6?X>aQ F@3: [@@1K(fQ@0A$5.@,@ҏb@#@ftFOF4bY0@ 9B@! A:z@MB9-?1tF@~o @@1S4f@1"޽G/@-.aT?7a@#ϬU +@)F6l2l^E@zPoBAHG.@MED,?]77.8F@{V +M@@1^ K>@1A&X@-v);@#zdH@QfF8*H8H@2iVlBBaf)@MK;k?Vi>F@o-<@@1t#.@1uKj@-ٌ@$nm@%/F9[,;I@ifVBB`ׇ(@MU8G4?U[F@T +jݓ@@1/\@1M/Ӌl@.DOco@$9@мF7&~@C“uBB$=c@MV?ǡ sF@Q^p@@1pz{S@1hȟ@-,\@$a%V+@AQ/~F6rtU@pp +BAX3@MY>?|ұXhF@K +,YQ@@1dUE@1I'@-Ҽ4@#TN5@kY3TF4pbC^@nRB@78@M[m8?Ŭq9sF@DƸ"z@@1YJAEi@1+>wW@-@M@#~@0Qc/F2UB3@JB>5@M[b?͒?F@DE@@1OV@1`X<@,ʼXy@#C}!@n5NF1N_4@;*÷)BP@,QcQ@#lV)@ +{F0r6(@SD AB;d@M[,?Ӊ޴f&F@Dͼ<@@1ILF@0Bt@,aap @#k8R@ F1* ?@3eAGkB< )&@M\l?ҮF@D @@1KDg@0þ@,+@# c[7@cF2Q@pWu{B>nwX@M\f'?MZRF@D @@1Q@1AC@,D^1 @#lo@aBvcF5$ \4@,ĉkB@+@M]H?1F@D{E @@1\jwl@14@-W./@#<[@<~Q\F7v壿@Q-OBA̩Wa@M^'?P2SSF@D2*@@1lVGt@1^Iź@-E.@$F@$eB5F9 @i&BCG`@M^Z?hF@C:p@@1:H@1Y)m@.x3@$K7v@+j1F8W=@&#™BB].V@Mb?IWTF@7@@1~r}@1k$[@.y@$0fFvd@5-F6&bĕ@`єBAz/@Mb?0F@6@@1jO@1V]7Sq@-C#_@$*@;F5Yѵ/@dB@Uu_@Mc*8 ?VF@6 @@1`5ٟ@1= f:@-jNV@#@ 7hF42=췿@=B@)UH@Mc?>ʠ7NF@6&@@1ZÉ @1+'j@-B .-@# _5@:MF3E +Y@41B?#oox #@Mdlw?L5F@5GF_@@1V:o@1 ;@-W@#һN@W/CF1pOO@B=F=@Md^_D?jF@2a>҃@@1Ok@0*C@,sP8@#W(@DK6F2R@tB> rU@MeZ?pM\)F@1g,@@1Rs%@1 oM"R@,(%@#uS&@yEYF3DHu @B?$#@Mgʼ?6F@0{=%@@1Wc[@1܉@-H~@#] +^@XqwF4iW@U wB@<1/@MjNp?:`8F@.5@@1\gN@10 5@-Kq@#!@6IF@V@@1n4N@1p@.y+*@$TT@)j7F7a`@.BBDBe@M~Jq@MJ I?J$F@#@@1ZE@1|@- @#4@u3@b\F0OL@&7(1-B<}!@M^=@M~}?W{F@(]zxm@@1_]sS@1&@-)d@#kI_@u>15F2ѱ@̛kB>] +@M|?,F@ѷD@@1a<:ߢ@1,AUS@-<)^{@#KR@p:>F41#@ B@7Q⣧@M?-.>F@hV@@1f8d#@1=~fh@-hFǡ@# al@K%%^F5Zp@u60(B@@MĞ?4oF@҂~M@@1n9j@1R%n}w@-uV@$qS@1@|VdF7]@+xRBB'R]X@M|x?OIF@EH]}@@1A@1;z@.#@$7z@M3V?DSF@u`|@@1e @1)\N@-*awʳ@#WJ@;F3r"@iB@ ;:@M젬?#w/F@ty@@1lHW"%@1DKV8@-w u(@$XJ|@dݢ}iF5v0@ZE_BA.\k @M[p?KWF@tu0@@1z@vV<@1h=DZ@-9@$"DI@6}rGF7^Tt@yZyBBeo@MMQ?߉XF@uW5{@@1C}ہ@1?^@.o@$_2pM@5\F8:z@mSlBBEg$$@M";E?)]=>F@YkdN@@1g@1ɌR@.!3e?@$in@@tF6&M^@0+5_BAƲ@M?iF@XO@@1ǺY@1ׁ@.)xzZ@$J1|,e@1l.F5@a+?B@LŹS@M?%F@XR@@1|Ty@1h%]h@-̊@@$(V'@Npi +:F3ʵ04@s?zB@!L(@@M{J?1F@W)n@@1u=Cg@1Q&@-n5 @$N Sd^@q]نF5+Y>@a @FB@k@@Mʴj?j_G>F@W@@1~%'@1iZP0Tr@-62M@$*X@S ͓F6Uv;@2~BA.@M-`?u +3F@T\@@1i@1.@.)W@$Ms<@;3fF8+į3@&eBB+2⮫@Mb?,@ǰtF@Rjz)@@1I 6@1ʉ~.@.D@$ +@ 37F8T;5@-z9BBn @My?yFA_uxF?h@@1~;{@1fGG@. {C!@$7@3 F5{+@0h)BAf1)*{@M*ߖ?]@MI?ƪ>F?ڱ@@1y!U@1M +@-Qߙ3[@$u@F2)X@ėVB>?fK@Mˀ' +I?Ǚ .^F?o>8@@1x@1Jn@-WH@$@PG"F3&!@v!mB?+@M"m ?3e73F?@@1}}@1Z&h@-!y@$'v@_ +]iF4H:>@aB@OԞ@MB2r?'5F?|G2X@@1#@1r rpJ@-1.@$=_w@xLPF61cB$@$BApocI@MϮ:?_yF?gÐ(@@1W|(@16*@.y.>@@$w~̣@Z_F7Ű@v"_BB~\l%@MϮ:?Û+F?޽s@@1X$DI@1ً~&@. +2]@$b8~@q(?y٢+NF?m)E@Y@@)|%r@)j@%mȄf@1_9!B@ nF@ iR~@T*B3y>@@N>o?izF?j٥ @Y@@)RB+@)he@%a9-@ @ zPeF@7@ISB2A@N>!`?OҞF?gw(@Y@@)*X@)LrЫ@%WSy@g}e@ BYF@ 5To@P9(B1@N>N?KF?d 2@Y@@)i.@)2'~@%Nb@Q@ ׸9F@8p @?B1H7cV@N>|?*YmF?b@Y@@(م=0@)@%Aю@57l@ 7N1F@9@$|4ӧB002@N>i=?j +nF?`r2Gt@Y@@($7@(͋@%3_@NBȅ@ sF@;@G+B/,&@N>(l?yKKNF?^8,f@Y@@(wu@(ұ@%+ +NZ@v(gg@ ,1F@+D?@7B.kd@N>J?ZfF?]Y@Y@@(o9R@(ղ@%(;B;@}a +@ TuXVF@/l@5B-vU@N>?>LqHYF?\r-0@Y@@(RP@(#@%""J@kUYA@ vu?O$ F?[;6@Y@@(4O@(ި.@%l@+M@@ F +3F@ J0@+B+V@N>M4?u?CSF?Zv@Y@@( ab@(o@%]k#@J+#m@ J#F@ +XA@t.B*{}@N>/a"?ص2;~F?Ys{@Y@@'C@(|U3@%ӌ;]@B4@ +|F@|b @πxB)L:V`@N>? +,/F?Xeۻ@Y@@'b_@(jx>r@%`.@ +y!#@ BccF@$@fEB( D@N>^?KF?W.Ť@Y@@'܄e@(XvAj@%z@7O@ wq#F@5@&B'?*B@N>N?ߗsVW@F?WZ@Y@@'%9@(GhW]@%5g@ Y@ 恎F@.@ecB&n@N>H? kK F?VHnr@Y@@'0@(7Gn@%鑖'@-6RG@ ?[F@ f +H@Ԛc B%0/LS@N>$2?7F?VuhzC-@Y@@'uy|@(,H@%ET@<2Λ_=@!ע`F@9Rt@XϦOB$w9@N>k?n)"F?V@Y@@']a@(Yu@%&@Kl8FSz@^gܑF@eNU@+B$3`&@N>9-?7f$F?U>u@Y@@'G@Ii@(YV@%U@\}~@SށF@ +z*@k@:B#:/3@N>w?emF?U=@Y@@'34@([ @%1ɢ@qjS@߻`F@@T{hB"n M7@N>?RSŠF?UnH@Y@@'j@' Nt@%:t@GU@*X|F@4Z@,:P'B!NC@N>P?czF?UK@Y@@' ?J_F?U+ u@Y@@&C#@'h?m@%&QmA@`@RKF?"e@ $|B >^Ӥ@N>jS? Aa*F?U M@Y@@&8S@'η@%,wjF@n3C#Q@ְǭF?:ʛ@UCB")ɯ@N>:?Xk?inlF?TէO@Y@@&aF8@'\@%;DQ@ @RW: .F?섅@m˞B@N>t?xF?T.kp@Y@@&ğG@'xU@%C!5@J@zsF?Vg@?UߘQBh_@N>?8e iF?T>a%@Y@@&@'/@%L|I @:)@\ܵF?޿2X@雇niBDyj@N>%?/lF?T+@Y@@&!@'ge@%V[v_@Y1~T0@͏QeF?Pg0@K6[aB*Ge@N>?kX!F?T}W2@Y@@&8%r<@'3nx@%aVexC@y[ƾ}@qnFF?'sX@s1?B [!@N>fF?,6F?Tg'Z@Y@@&z!>@'uj@%m]T @4@&6?F?o[@ݓBٿ@N>q?@e۪F?TU@Y@@&s/@'?x47@%z@% @UfzqF?=u@[B]r6@N> ?^+F?TQ@Y@@&ZjW)@')\@%uzM@u b{@7F?`}ik@~$B3㻒=@N>%?HF?TLQ@Y@@&Q;@'4ͷ,?@%հ=@ @aF?.@ +rEBUZj;@N>?u;F?THPX@Y@@&SÂ@'u;@%o@ S@5=B)oF?0=@{"/BlO7@N>)ɑ? ~ F?TC`@Y@@&i"f@'坣ʎ@%ah@ %bVF@ =F?j@߽o#BJ+@N>;?fqF?T=p ^@Y@@&n +@'\@%e@ 7IN0@6"CiF?x@E֦B6M:t@N>O4 ?M\xF?T6Dd@Y@@&tT@'O3y@%F(ns@ Jg0@e&1F?,T@î'ÊB13iCI@N>Yя?WF?T3i҉@Y@@&"L@'@%KO@ ]APy@>əJF?@~BB}@N>cK?y,X^F?T1*@Y@@&U @'}@%mc=@ qq'@dF?Cq@ąeW;Bȁ!@N>l?ֿ)yF?T.s9[@Y@@&@(0@%B4%@ J #@Q#F?(w@pP BUzJM[J@N>v@?%gF?T+Ϫl@Y@@&+ɛX*@( h)@@& |+@ ̧@$jxcF?@euB <@N>K?:+0F?T)+j@Y@@&,0@(^+@&@ r~@U#F?Z@ٞB /5@N>4}?F?T&*x@Y@@&X@(Cn~@&+Hb@ %ϻ@F?``@OtB +´Hm@N>?eXV/F?T#g@Y@@&f:@(*9P@&=_@ CR6@'9F?|8> @ȗ}B b:@N>(?*F?T!> ?%F?Tkp@Y@@&3._@(@y@&a@![@ GF?IJ@ 0GB@N>k?)F?TQZ@Y@@&>q8S@(Y5ބ=R@&)@!018@f>^F?خ@ŘMjB7%If@N>?QX{F?T @Y@@&nQ@(fb +r@&S@!GfM@D[F?Bc@K BӾ@s@N>ˋ?~m&F?T lB@Y@@&IW@(t?@&6@!^l@F?lu@ԅ9~Bɠ@N>?})$ΠF?Te,wK@Y@@&܌z@(Y!@&ĎAq @!u@QE@$V#F?-J@`K B(Vkv@N>ހ(?Ӌ1`$F?T-@Y@@&@(cO9@&gO@!@YSF?@5cB_`@N>W?}=F?T .@Y@@&޶/,R@(_$'w@&RM/@!@sF?s@ˀóYB2@N>t?>(W9F?T xmN@Y@@&Q"@( @'Je@!Ԥi@ųgm!F?5W@B{"@N>?ҾfS]F?T-K@Y@@& O@(ZC@'> {1@!OU7@P=F?i/@̭Q0vB5 u@N>h@4hŨF?T/@Y@@'@( ,@'0%@! +jt7@3G uF?PUd@HaPA V@N> @şpF?T^@Y@@'7"@(7ݗ;@'Fg5@" Q7@jdGF? Y@$AЛeaA@N>3@k DBF?SHG@Y@@'eB@(K]@']+Q@"!SGJ@u~5=F?-P +@Ή@4^A|P@N>'@@PF?Sv@Y@@'+9@)Y T8@'tc.U@":Һ@ڏGF?{\'@/R5Aku&O@N>6+@`ٌwF?Ss@Y@@':X @)cv7`@' §@"TsAt@DG;@O @F?SV2@Y@@'IfA@)+E·A@'@"n{G@K@` %F?c;[@BA70@N>R@wDF?S?@Y@@'YQ^%@)>ȸ @'+Kz@"ot@}V/F?±eS@К&LA.8 @N>_~@?Ea,F?Sρ@Y@@'i{@@)R9+)@'[@"?|@#>F?4S@zA1:Ҿ@N>n@e(JF?S+l@Y@@'z9OR@)fF]2H@'k%@"/ @K|F?nv}@P;`A=I@N>~ +@ZB5F?Sf{˾@Y@@'^[@)z>*u@()Uo@"Uku@1-M87F?E}@Ѯ4+AT @N>1@?rF?S蛾z@Y@@'n0@)z@('A7@"KqBv@kWF?&4WU)@yEAt%/@N>F@h'{F?S· @Y@@'@)@(7a4*@#qu&1@;0+F?P%@p;Ad +H@N>g@!JF?S@Y@@'piU@)R'@(Pm @#)?+^@ĢF?[5@ԭJAt@N>@<ѓ-(F?S1h@Y@@'L$ϻ@)?ZQ@(jS|@#EK2w@F?R@:jA +J@N>HG@GF?ScS@Y@@'@)*5@(n@#` @W"g VF?o6@ӣVAL@N>p@f9xF?St@Y@@'5x@,@)p=a@(|&@#|ŠF@`F?BKf@ PATM0@N>3w@>t[F?S7:@Y@@(@gf@*1-L@(y*G@#ީ_=I@ZYF? L@zV;viAfhK @N> @&`2F?Sh(@Y@@(#9@**?_\@(wݠn @#^*@ +QbiF?W@eB@q&^EF?Sz#@Y@@(8gi3t@*AS@(W +W@#ы@FbpF? @Z!\&AAlX@N>gT@08F?S+@Y@@(M?1@*Ylv@) _ w@#"k@S,eF?@@ΞwA _ @N>ɞ@5 ,F?S8 @Y@@(c[$@*qsq@)$㩧@$ +F@4a^CkF?_@DAȷ@N>f@P̗lF?S9@Y@@(yN(|@*Ɣ#@)@@$'>#6@Xew"[F?׊)@ֽ@A)puT@N>4@w61F?Ss-@Y@@(EW@*g(@)[UNy@$EI@:F?༶@8AWSL@N>\|@ F?S}@Y@@(<'us@*C "@)wu@$bE4A@x\F?w@׶엵A絚0pO@N>J@01F?SKJ @Y@@(+t@*b^@)J%@$GbA@.EF?q:m@7]A滌H@@N>M@{|bF?S!@Y@@(i!5@*#q@)\c@$;(@52Y\F?*:7@غ Aˤs.@N>2@_BF?SOU@Y@@(@+gi3@)MA2@$^1@2{ F?s@@ +A]Yy@N>@EIF?S@Y@@)ֱ<@+!IL@)^;GK@$F+H@pCS+@F?]`@ɪAܝ?ڿ@N>e@\8 @PF?Si'@Y@@)t2 @+;jօ@*}Y@$^!H/@ܔF?N @UB7A5.?@N>@1ҭF?S@Y@@)4sw9@+Uȡ?@*"R@%í@M&F?Zww@A2kF?S F@Y@@)M7J@+pjߑG@*?)Q@%3;8)@-\c&F?@vv/rA$p@P@N>Hg@ =Y3OF?S@Y@@)fA @+Fo3.@*\&@%QG-"Q@m/F[F?Ş%T@ dIAs,@N>А@ "SF?SY"@Y@@)E@+f@*zua@%pHx6@NVZF?@ܣz>A8M0@N>_K@ ɓNRF?Sͱh@Y@@)<u@+@*c1@%f>@ӹF?q@>~ZALB@N> +2@ +saF?Sw/G@Y@@)!@+R @*k@%ܯ@,tUF?z" @b:CAX@N>@ +jed`F?So|@Y@@)Bb6@+ @*tN@%@m1kMF?sK@VcXAܒVy@N>9@ +g3rF?Sg u@Y@@)H@,Hę@*ls@% Pr @OnF?l@$a;WAcBRr@N> @ %2F?S_u +@Y@@*9W@,14$@+:昮@& D+/@JF?g @͞2IXA@ oLj@N>oH@ LNRfF?SX]@Y@@*؊b@,MrTHu@+.,@&*g9Q3@.y4F?ba W@= +U@ oܲїF?SRź@Y@@*7Y"@,i3@+Lְи@&Iɾ@@o KF?\э2@A ms@N>@ F?SL9@Y@@*RZ@,T>]@+kL:p3@&i+q k@RSpF?W@ _)A I@N>4t4@ -.F?SFWV@Y@@*n8@,1 @+5+v@&&ŞI@?^F?R0|@JޱgA+,@N>[ @ xKF?S@J@Y@@*,@,a@+w@&5lu@ )"S&F?LPN@ᨦ „c@ F?S:'@Y@@*c@,@@+[@& /@ 9F?Gv@ilA_ia@N>;@ ;K1,F?S4}#@Y@@*@d8@, +U@+Bڣ@&PV n@ Zj/1F?A\9~@j5 DAӇ5x@N>@ ZtCFF?S.@Y@@*RF@-_ +z@,Kv3@'r @ {)#\F?;3p@p)zAҸծ<@N>@ ԼZF?S( (@Y@@*;@-4g@,$o K@''a:1@ ԘF?5Xi@4 =XA8U"@N>Ŝ`@ F?S"kj@Y@@+Y@-R~N +Z@,C@'Gl_@ :]F?./@0謁A3*@N>@nf@:EF?Sڄ#*@Y@@+Os:u@-<]@,3gE|@' "@ F? @s"7V_Aϛt@N>lmP@>\F?Ssl1v@Y@@+ln{8@-T1ܕ@,)B$@'.@! yTF?$qN@8.AL@N>w¡@gz#F?Sl@Y@@+Gĝ@-ʒ(0@,-f@'Ȅ'R@!A4PF?Ҥc@69AZĚ@N>ʋu@V{@F?SD@Y@@+w@-O@,٭#@' H@!ZF? +z@buA̐-{e@N>˰1@MhF?Re@Y@@+{5X&@-R @,/D\W@'J@!o UF?4Z@X _R A$@N≯9@m챟&xF?RS@Y@@+TQ_@-#{@,w@'J {@!dF>[/v@;HAAJ,GO@N>Ͳ1 +@\έF?RFO@Y@@+N[;@- m@,ܐ_@'G>@!]&oF>jZZ@%=A+A}/}:@N>Φ}x@KňzF?Rg@Y@@+#@-ގ@,ֶ/_s@'o!@!VhF>Q;#@坜lA6"]d@N>ωj@ eF?Rw'@Y@@+e+@-W/ 4@,.'@'& @!yF>yD@mAuPق@N>Ё @4F?RX6@Y@@+جj9@.aXz@-`*K]@(&!@!wqF>qE%;@k"7!A69^Y@N>5R@>gΎ@_AɊAE@N>Ѯk@&aF?R)B@Y@@,N>@.Fԩ@-BV5@(L96j@!܀)=$F>|~"@A#Ep @N>B@>f"uF?Ri(H@Y@@,y@.Y+x@-Vɲ@(`{(N!@!܌)nF>&D:@D!!$AO'dQ@N>**@TF?R J@Y@@,#O@.j +BϿ@-hW tU@(r^?o9 @!{F> +Ƥ@w>VAY@N>6]@b kEF?Rӌ~Vd@Y@@,0Z8uU@.vYo@-uK@( @!jF>̨2[@1@U7-NA%N@N>FN@XE PF?R]*@Y@@,)ׅ +o@.oIa@-mo@(wo0@!nF>@i>!AF`@N>U@_ +-ڌF?RSXe@Y@@,->X[@.t^@-sݭ@(}D@!躠dLF>&fI@eA9Wò@N>I@F?Ru@Y@@,Kʇ@.#^/@-xF@(F@@"5;qF>6@m]{,A*@N>j@ш F?Rþ @Y@@,j@.n3@-[@(@"=5=.F>|@ՅI +AJ@N>(8@Ț7F?R> @Y@@,b@.ˍǪw@-ͱk@(ْ<)/@"XrF>[mK@+A~`AĶ@N>T@5F?Rs@Y@@,A@.ődB@-k@(@@"mF>T@饅(AX@N>@F?RZ6N@Y@@,i@.M/@-xښ@) !K]@"[F>Ks@"2>Awn!@N>*B@u9F?R0q@Y@@,"@/ y@.`(@)lJ@.@"9EVF>E~8@4AéF;H@N>@VAF?Rxm@Y@@,@/`Ô@. +6"N@),,@"lF>%@\6LA%i>@N>$@ƇF?R~@Y@@,@.rh@-?d{m@)q@""ٰF>YA@yNA0(q@N>@xRF?R`@Y@@,&k@.'Mf)@-`EI@)FZV<@"_[F>r @BAZv|@N>*@ZF?R>@Y@@,ǚaf@/p~~@."ԑ@)$?ʲ{@"J_F>`@zZ&sA¬쿬@N> l@=1F?R@Y@@,ye3@/,)bI@.2aF@)@2JMp@"F>kC)i@FrAmo5@N>㆖@YYXF?Rw@Y@@,C@/ETf@.K@)YA@"X'4F>xNUo@j'λAfɈ8@N>*I@{_|F?RC|y@Y@@-U0@/ayv{@.iG:@)wv@"~a)F>o\@CoA@N>s@SlF?R_}Y@Y@@-0@/~"A1@.|?&@)_2%r@#7'|/|F>e3%@K+AP_>@N>恪@P +RF?RbA @Y@@-D>@/a`@.Y@).q@#,^@F>bYn}@掰A=d@N>,@. F?RQ!@Y@@-8yY@/G]4ʱ@.tp%@)ߓQ@#د;F>^@ͣǧA e[ @N>b@eّF?R@Y@@-+ @/xd8@.3@)JfM@#>ۿF>XX@@|mA@N>u@錢bF?Rߠ@Y@@-;ٓ@/I @.\YU@)g^@##l2F>O`(J@(gAVi@N>i^@mF?Rt @Y@@-[m@/ @.V X@)-׸@#EXF>EМ~@G:vSAj1~jO@N>#@OF?Rq#@Y@@-x$@/N@.l@){@#d# F>:`6`@AFqRC=@N> +m@'5F?R@Y@@-a}@/.~~@.u!l@*9@##F>.v[K@bg#$A2,@N>"@6\4~F?R{@Y@@-2E*@0M]P@/ dD@*9sd@#F>)b@'BAC@N>f@$9vF?Rx 4@Y@@-x/@/ţ@.I'@* #@z@#[F>$|(T@>\AK6s-@N>@ )F?Rv@Y@@-eM@/(@.uDh@)Gv@#|F>Beb}@s.qA +t|'@N>@< ZqF?RrU3@Y@@-@0Vݒ@/Du>@*"8|@#9!@ARt@N> @\O\F?Rn@Y@@-ђ4@0T@//sJ@*A- @#ŭLkF>!b@(ƷA + +@N>t@8K_F?RiC@Y@@-Z%{@0e @/M5jy@*^|@# bF=ҏZ@"tC6A|ً-@N>\@TF?Rc@Y@@. C3@0/oh{@/n@*;G@$>z6O9F=E5@RAPY&(@N>}@IF?R_$@Y@@. +|@09 w@/A@* l& @$3MF=Da @0!ASsk@N><@ޅ.BF?R]W @Y@@. 츺@0/qa}@/m2:@*w$@$-F=ՁP@Zlj0A1^>@N?6@4ZaF?RYD@Y@@.#1 +9@0;3EH@/4UV@*=]}@$:(=F=[!@8_%A@0J_@/$Z@*^@$>F\SF=;7@O?]QABZG@N?š@\ eF?RO!J@Y@@.bH55@0[4jO@/Nj*L@*ڱn@$aMqF=D(@dccAQ՗@N? y@.WF?RJ'40@Y@@.6V4+@0k +@/骃2@*6E@$DF=$Ы@mA41+@N? 4s@3*HF?RDs@Y@@.`@0nN@/AY@+׆j@$DF=}Z@F@A~15@N?@D՗F?R@e@Y@@.R@0v6 +@/[y@+@$ F=jNq@`a A]L@N?@kHF?R< @Y@@.u` @0@0N-@+53c'w@$(~F=TC}Sut@Z 7-A f@N??@ +efF?R6xw@Y@@.٦a9@0Φ@0! +@+Xa%g@$?gP&F=S#$ay@0@0Uj@+7@%JM(F<u@;A&u@N?&ʫi@,vkF?R 0@Y@@/`2@0 +]@0g3:1@+p)@%nLFqF@1(G@0|f@,Hέ@& y +F;^T@>t +tAMvG"@N?BFY@WF?RQh@Y@@0 3@1:<5@0\2@,RA$@&1YF;O!@XA0Ie+@N?Fx@& .7F?R4j@Y@@0riA@1L=-D@0٪Ĺ&Am/X@N?WU@6F?QAdF<@Y@@0U @1 @1VDT@-<]@&ɷN_F:c@k XA&@N?\lm@G_F?Qå0@Y@@0h-̱@1`n@1$x@-bg8@& VF:uW!@5[e}A>@N?bg@RF?Qp5 @Y@@0zٱ@1*V@18id k@-LQ@'M:F:dz<@QQO.A_A @ ~@N?hVZ@GF?Q)a@Y@@0@13&@1KM{җ@-' gQ@'={>6F:c5;5@G>sA)H@N?oX@FDP@F?Q9x@Y@@01$N@1Wg@1_mYx@-اiz:@'fF9D@Ԍ6xaA Pu@N?uDM@oUF?Q6b@Y@@0i!腏@1w)1g@1sn@.3I^J@'&F9xWқ@deogA@N?|@/{yF?Q[@Y@@0>6@1,}7@1ln@.(Y?@'+F9V@QA[wK@N?O@ńvF?QYR3B@Y@@0-eD@2 b@10@.QL*g@'a@jF8v@#vyAZA@N?”@º*F?Q@Y@@05,k@2i@10l@.zX@( + =2F8ci]@$ur.MASr@N?:@PtF?QؗG@Y@@1׮@24=>:@1q3@.ޟo@(3qdxF77N@x AA73nO@N?TG@HJ >+F?QC8g@Y@@1,Ӝ@2Ie`@1-Q@.όA@(_4F7י +@\w@)$&hF2j${A1APeS@N?}@F?Qr^,@Y@@1-J@3"E@2.AX@09J@*YKF2-sdAA1h@N?D@!GKF?Qȴg@Y@@2W8@32 @2F%=@0S@*9bCǾF1\=e<5AhnA!@N?++@T%RF?QQ@Y@@2#@3M%R+@271@0n<:@*o-F0x<;,AH`Az7fX@N@ a6G@erF?QǕ 5 @Y@@27*о@3h5R@2ђ@0Bwv@*{F/QƳ)A$,AUf!@N@@r*=jF?Q-~<@Y@@2S$8d@3G@3Ľњ@0\Li@*9{F-1>A9&AsDg@N@ /@VސF?QR@Y@@2odX@3!hH@342@0 @+Ny#F+!ì6AoRT< +A.v.@N@+`@"VF?QƤD6Z@Y@@2 +@34v@3Pz󲥺@0OBd@+Q.!F)+B[ AC`A὆&@N@6>@Rꗎ6F?Qz@Y@@2!X4@3G{@3l*;\m@0_4dc@+L F'A͆AsfAʔ{Rt@N@@D@h7eN{F?Q``9@Y@@2W@3tTe@3שlJ@1W~@+޶ F%nEAg"A@Áw@N@I<\@ F?QQ@Y@@2@4 0@3 +e2?@1.*O@+wgZF#a#?4Aʤ A<L@N@Q5@х!F?QHhH,@Y@@2n@4$eӌխ@3b@1F@, "8F"'s&A_hAAZɬ@N@X&*@|.]F?QC@Y@@3|v@4:ԛv@3*w@1]@,LvF oAWcKAOK`@N@^@h0 +F?QB@Y@@3Jm@4Opj@3Ib@1qW\~@,vA<[F˷c A 9QA +,ϤD@N@c;@2~oF?QAF@Y@@31a $M@4cfR4@3{Z@1Z@,;jFdAgpA{3@N@gn@MndF?QAtA@Y@@3C>j@4uQ@4Ke@1JH@,|F3T\BAkЧA;@N@k!@f<"BHF?QB:@Y@@3UL C@4Bs,@4>X@1KSp@,䒈F4/AIXg AV5S!@N@of@}#͇5F?QB@Y@@3el@4sk<@4*Ĺ@1v~q@-JFaUQ!A$)A~ @N@rۊ@{ڈXF?QC@Y@@3uw\@4'{@4:N x@1M,@-$qhUFHlA-c0 A}e@N@vj2@xٞEVF?QDņ@Y@@37@4E(@4I[p=@1d@-Bi3F/1""A68A}E¾@N@zL@>'O\F?QEí@Y@@3AQ@4/$@4WsG@1w @-_+qtFTHKA=A|YPj@N@~,@ F?QF@Y@@3;w'@4ҭ1@4e鋃@1GĎ@-z1/Fͽ A}QA|%}|z2@N@C2@^F?QHe@Y@@3ǁ9@4* @4sp@2~`@-IKQF<:APRpA{6+=@N@+@Lzy$F?QJ5@Y@@3Vy8@4:ȊrO@49@2oH@-WF q'gA#k2h_nA{(@N@)@E5F?QL*@Y@@3ȽJ\E@4Yۿ@44@2?+@-JD<`F +m(A{Az%3@N@"@ +CFF?QPps@Y@@3Q1@5I@4#!P@2']@-tVFr=AǾZAzCY_E@N@R@ʊKgF?QUm5@Y@@3ᳰM@5ط@@4^@ Y@23rŷ@-?f,FS*Au/PAyz@N@c@&TįF?Q[KLY@Y@@3ыی@5te@4T<@#@2?.@. 8d'F= GAj(Aysӳ@N@+q@4荐[F?Qab@Y@@3S!]@5*,@4 į@2Kg@.(3FiaxA=9wFf=+*Af:Ax5=@NA@NTr(F?Qpؘ@Y@@4.@5A +@4 +w@2b1{P@.UQF"ȰA`!WAx\?@NA+r@Z6F?Qw;@Y@@4/f@5Lp@4z*@2mA_8@.kA֕E3ƋvAU {AxI@NAIk@fyD*tF?Qƀxd@Y@@4';l@5W/s@4%@2x P@.`KE)@4vrCx@2.L@.HME>@<jF?Qƞ߼@Y@@4G#%",@5wh@5 >^oK@2A|'@.bِ+E/@*-FAv 82@NAFf@![ό\F?QƩ9@Y@@4Q,@5YD@5ze\@2n +J@.RszEz4)@Iq?Av<ֵ@NB%r@P>7F?Qƶ>kx@Y@@4[bA@5D:@5ܦ ]@2:?@.p.FoEC ;@-_PAvPD=@NB6@ٔF?Ql=@Y@@4fw28@5VR@5'@24Tq@.:{E$~@~Av +TRy@NBhG@< F?Q[p@Y@@4qR!V@5,g@52T r@2D@/KWloE2_@yg4`Au˹:N@NBe@l[1?F?QZ@Y@@4{k`@5&|@5@/X"}EcC@B9ԮYAsTk@NF\L@FF?QL?@Y@@4aMvt&@5ޑU.@5c+3@3g- @/֏}Etٚ!@*1I&WAsb,@NGP'@'|%4F?QȭlY@Y@@4U@3RGcr@0r;Eܐ̑@~-e{Ar +96@NM!@g|iF?Q<y@Y@@5&@6@d ,@5_Re@3]Rg@0$jVEژ-@3nDAq;@NOJ@tgsIF?Q亳t@Y@@55#+@6LCp@5a9@3hC!aT@0/H,/EJ&s@=Aq].I +@NQӒ@1F?Q̜c@Y@@5(X`@6WkT(@5HO~d@3s߇@0: +Kv4E3@\'*{AqTn<@NRB@ա:F?Qbh@Y@@53cvņ@6b +d/@5<@3}[r>@0D41EHi@W&EAqz,\@NU e-@!ՠF?Q:o5@Y@@5>VR@6l2=@5gƥ@3wx@0OA_HE +b@XQ.Ap Ǘ>J@NWBY@h F?Q"I|@Y@@5I3[E@\EȋA>@ ԥAo@NlJ S}@'ѥRF?Q׹/@Y@@5%ܨ@6}@6NDj.@3WV:j@0r ECR6@&42Anrd.@Np;@-cF?QV@Y@@51[|G@6ʻ +jcO@6XAE\@ƥ@w@gAnbE@Ntsy}t@߸ F?Q@Y@@5c@62-@6b$~@3 @0(sE8a[@O}+pAn}@NxJ@ F?Q&@Y@@5c@6ќg@6k +h@3ο@0$EšԳ`@ Am@N}jD@kF?Qz@Y@@5A $@6{t +b@6u>@4~30@09 +VE]z"@)AmjԹ@N @{qɮF?Q@Y@@5şP@6$.@6x }@4 w5@0LɕE58Vɮ@AAmio>@N;0@%eDF?Q/F@Y@@5ϕagN@6}/Q`@6`@4 @07!׳ECL@DU raAlJ@N1@.쨎F?Q@Y@@5|'2@7Aw.@6u.nS@4-l@0㛥PEA@Y@@6 +}ώ@76,~@6hb@4Lh~@1‘E@O +4Ak+[ty @Ny\@cP` F?Q°@Y@@6{3@7?@6m@4U@1&3EĨ@@Aj,up9@N:f@k4GF?Q@Y@@6ڀ@77@7^s@4@1$N EeҦ@Y9/AiGGm@N۝@y0F?RA@Y@@6̖!~.@7UF_@7}r`v@5 \K@1DZlE=J0@Wȿ4bAiŹy=@NѩZ@DF?R +A@Y@@6}~@7C9@7X@5bs@1֢q.E eh@vlAiS@N" @:c F?ROn{@Y@@6P}*@8Sܻ@7]߄@5q&}@1 \ No newline at end of file diff --git a/CreateAllIsoFiles.py b/CreateAllIsoFiles.py new file mode 100644 index 00000000..ca20da01 --- /dev/null +++ b/CreateAllIsoFiles.py @@ -0,0 +1,24 @@ +# Makes the Isochrone Files +from spisea import IsochroneMakerReformattedVersionNew +from spisea.IsochroneMakerReformattedVersionNew import reformatter, extractor +import time +import math +# For interpreting meanings of the metallicities (possible met values) +# see Appendix A of the write up/paper +mets = ["zem5", "zem4", "zem3", "z001", "z002", "z003", "z004", "z005", + "z008", "z010", "z014", "z020", "z030", "z040"] +for met in mets: + for x in range(51): + t1=time.time() + # TODO: replace "/g/lu/scratch/ryotainagaki/BPASS_tester_newReformatTest/" + # with absolute path to your directory of + # reformatted fitsmodels + # that were created by the reformatter function + # TODO: replace "/g/lu/scratch/ryotainagaki/BPASS_iso_filesTimedIsolated/" with + # absolute path to your intended directory + # of isochrone files + extractor(round(6.0 + 0.1 * x,1), met,"/g/lu/scratch/ryotainagaki/" + + "BPASS_tester_newReformatTest/", + "/g/lu/scratch/ryotainagaki/BPASS_iso_filesTimedIsolated/",0.05) + t2 = time.time() + print(t2 - t1) \ No newline at end of file diff --git a/GenerateIsoFiles.py b/GenerateIsoFiles.py new file mode 100644 index 00000000..f0794295 --- /dev/null +++ b/GenerateIsoFiles.py @@ -0,0 +1,6 @@ +from spisea import evolution + +bpass = evolution.BPASS() +# Temporary comment out: +# bpass.run_formatter() +bpass.run_extractor() \ No newline at end of file diff --git a/README.md b/README.md index cbb42b51..cb81a531 100755 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -# SPISEA: Stellar Population Interface for Stellar Evolution and Atmospheres +# Ryota Inagaki's fork of SPISEA SPISEA is an python package that generates single-age, single-metallicity populations (i.e. star clusters). It gives the user control over many parameters: diff --git a/Test_Plots/TestPlot_7.0_MIST_0.1.ipynb b/Test_Plots/TestPlot_7.0_MIST_0.1.ipynb new file mode 100755 index 00000000..54fb0b3c --- /dev/null +++ b/Test_Plots/TestPlot_7.0_MIST_0.1.ipynb @@ -0,0 +1,4166 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Testing the BPASS isochrone at $10^{7.0}$ years age and Comparing with MIST Model ($0.1Z_{\\odot}$ metallicity)\n", + "In this BPASS isochrone and cluster plot, I go over the BPASS isochrone for 10^7.0 years age, a tenth of solar metallicity, AKs=0.0, and distance of 1000 parsecs from Earth. From the isochrone and cluster, we discuss several plots such as the log_g frequency distribution of the isochrone, the color magnitude diagram (B-V vs M_V), and the current-mass luminosity relationship of the cluster." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/pysynphot/locations.py:345: UserWarning: Extinction files not found in /g/lu/models/cdbs/extinction\n", + " warnings.warn('Extinction files not found in %s' % (extdir, ))\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/pysynphot/refs.py:125: UserWarning: No thermal tables found, no thermal calculations can be performed. No files found for /g/lu/models/cdbs/mtab/*_tmt.fits\n", + " 'no thermal calculations can be performed. ' + str(e))\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "We (re)compute\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/units/quantity.py:479: RuntimeWarning: invalid value encountered in true_divide\n", + " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n", + "/u/ryotainagaki/Desktop/PyPopStar/spisea/evolution.py:1807: RuntimeWarning: overflow encountered in power\n", + " (1 / cs.au) * un.m)\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/units/quantity.py:479: RuntimeWarning: divide by zero encountered in true_divide\n", + " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Changing to T= 50000 for T= 58383 logg=4.33\n", + "Changing to logg=5.00 for T= 58383 logg=4.33\n", + "Changing to logg=4.50 for T= 47267 logg=4.32\n", + "Changing to logg=2.50 for T= 11956 logg=1.83\n", + "Changing to T= 50000 for T= 51512 logg=4.31\n", + "Changing to logg=5.00 for T= 51512 logg=4.31\n", + "Changing to T= 50000 for T= 53429 logg=4.31\n", + "Changing to logg=5.00 for T= 53429 logg=4.31\n", + "Changing to logg=5.00 for T= 49421 logg=4.31\n", + "Changing to T= 50000 for T= 56650 logg=4.32\n", + "Changing to logg=5.00 for T= 56650 logg=4.32\n", + "Changing to T= 50000 for T=181176 logg=5.89\n", + "Changing to logg=5.00 for T=181176 logg=5.89\n", + "Changing to logg=4.00 for T= 38042 logg=3.27\n", + "Changing to logg=2.50 for T= 14006 logg=1.53\n", + "Changing to logg=2.00 for T= 11179 logg=1.12\n", + "Changing to logg=3.50 for T= 29023 logg=2.83\n", + "Changing to logg=4.00 for T= 31860 logg=2.94\n", + "Changing to logg=3.00 for T= 24369 logg=2.72\n", + "Changing to logg=2.50 for T= 18993 logg=2.03\n", + "Changing to logg=2.00 for T= 11466 logg=1.18\n", + "Changing to logg=2.50 for T= 18565 logg=2.03\n", + "Changing to logg=3.50 for T= 29402 logg=2.84\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 20480 logg=2.42\n", + "Changing to logg=2.50 for T= 18634 logg=2.02\n", + "Changing to logg=3.50 for T= 28755 logg=3.07\n", + "Changing to logg=4.50 for T= 39184 logg=3.36\n", + "Changing to logg=2.50 for T= 16578 logg=1.80\n", + "Changing to logg=4.50 for T= 44236 logg=3.48\n", + "Changing to logg=2.50 for T= 14174 logg=1.52\n", + "Changing to logg=2.00 for T= 9831 logg=0.95\n", + "Changing to logg=3.00 for T= 20335 logg=2.15\n", + "Changing to logg=2.50 for T= 12635 logg=1.33\n", + "Changing to logg=4.50 for T= 40163 logg=3.39\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.50 for T= 29097 logg=3.02\n", + "Changing to logg=2.50 for T= 12008 logg=1.84\n", + "Changing to logg=3.00 for T= 19573 logg=2.34\n", + "Changing to logg=2.50 for T= 17181 logg=1.89\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to T= 50000 for T= 71367 logg=4.69\n", + "Changing to logg=5.00 for T= 71367 logg=4.69\n", + "Changing to T= 50000 for T=111828 logg=5.43\n", + "Changing to logg=5.00 for T=111828 logg=5.43\n", + "Changing to logg=2.50 for T= 16590 logg=1.83\n", + "Changing to logg=3.50 for T= 26782 logg=3.32\n", + "Changing to logg=4.00 for T= 33050 logg=3.78\n", + "Changing to logg=4.00 for T= 33304 logg=3.86\n", + "Changing to logg=3.00 for T= 21103 logg=2.55\n", + "Changing to logg=2.00 for T= 9248 logg=0.79\n", + "Changing to logg=3.00 for T= 24136 logg=2.46\n", + "Changing to logg=3.50 for T= 27432 logg=2.93\n", + "Changing to logg=4.00 for T= 37265 logg=3.81\n", + "Changing to logg=2.50 for T= 18038 logg=2.20\n", + "Changing to logg=3.50 for T= 30994 logg=2.93\n", + "Changing to logg=4.00 for T= 32981 logg=3.24\n", + "Changing to T= 50000 for T=105619 logg=5.06\n", + "Changing to logg=5.00 for T=105619 logg=5.06\n", + "Changing to logg=2.50 for T= 13637 logg=1.45\n", + "Changing to logg=2.50 for T= 17655 logg=1.94\n", + "Changing to logg=2.50 for T= 14357 logg=2.20\n", + "Changing to T= 50000 for T=142479 logg=5.64\n", + "Changing to logg=5.00 for T=142479 logg=5.64\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to T= 50000 for T= 66555 logg=4.55\n", + "Changing to logg=5.00 for T= 66555 logg=4.55\n", + "Changing to T= 50000 for T=124474 logg=5.34\n", + "Changing to logg=5.00 for T=124474 logg=5.34\n", + "Changing to logg=3.50 for T= 29162 logg=3.07\n", + "Changing to logg=3.00 for T= 20547 logg=2.50\n", + "Changing to logg=2.50 for T= 13282 logg=1.40\n", + "Changing to logg=2.50 for T= 18668 logg=2.00\n", + "Changing to logg=2.50 for T= 17697 logg=1.94\n", + "Changing to logg=3.50 for T= 26101 logg=2.62\n", + "Changing to logg=4.00 for T= 38158 logg=3.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 36247 logg=3.91\n", + "Changing to T= 50000 for T= 89824 logg=5.14\n", + "Changing to logg=5.00 for T= 89824 logg=5.14\n", + "Changing to logg=4.00 for T= 37562 logg=3.98\n", + "Changing to logg=2.50 for T= 12773 logg=1.33\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to T= 50000 for T=127803 logg=5.38\n", + "Changing to logg=5.00 for T=127803 logg=5.38\n", + "Changing to logg=3.50 for T= 29084 logg=3.47\n", + "Changing to logg=3.00 for T= 19914 logg=2.45\n", + "Changing to logg=3.00 for T= 24633 logg=2.81\n", + "Changing to logg=2.50 for T= 18378 logg=2.23\n", + "Changing to logg=4.00 for T= 32815 logg=3.05\n", + "Changing to logg=3.50 for T= 27706 logg=2.94\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 37726 logg=3.29\n", + "Changing to logg=4.00 for T= 31093 logg=2.90\n", + "Changing to logg=3.00 for T= 20819 logg=2.85\n", + "Changing to logg=4.50 for T= 44410 logg=3.77\n", + "Changing to logg=4.00 for T= 31852 logg=2.96\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 16448 logg=1.80\n", + "Changing to T= 50000 for T= 62004 logg=4.40\n", + "Changing to logg=5.00 for T= 62004 logg=4.40\n", + "Changing to T= 50000 for T= 52353 logg=4.07\n", + "Changing to logg=5.00 for T= 52353 logg=4.07\n", + "Changing to T= 50000 for T= 84122 logg=4.59\n", + "Changing to logg=5.00 for T= 84122 logg=4.59\n", + "Changing to T= 50000 for T=103498 logg=5.02\n", + "Changing to logg=5.00 for T=103498 logg=5.02\n", + "Changing to T= 50000 for T= 61709 logg=4.38\n", + "Changing to logg=5.00 for T= 61709 logg=4.38\n", + "Changing to logg=3.50 for T= 29547 logg=3.12\n", + "Changing to logg=0.50 for T= 6805 logg=0.34\n", + "Changing to logg=2.50 for T= 12942 logg=1.36\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 34029 logg=3.99\n", + "Changing to logg=2.50 for T= 15951 logg=1.99\n", + "Changing to logg=2.50 for T= 15171 logg=1.65\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 31753 logg=3.87\n", + "Changing to T= 50000 for T= 53696 logg=4.19\n", + "Changing to logg=5.00 for T= 53696 logg=4.19\n", + "Changing to logg=2.50 for T= 15485 logg=1.67\n", + "Changing to logg=3.00 for T= 19341 logg=2.10\n", + "Changing to logg=3.50 for T= 29877 logg=2.87\n", + "Changing to logg=2.00 for T= 9152 logg=1.27\n", + "Changing to logg=2.50 for T= 17527 logg=1.90\n", + "Changing to logg=2.50 for T= 15819 logg=2.21\n", + "Changing to logg=2.50 for T= 16928 logg=1.85\n", + "Changing to T= 50000 for T= 69716 logg=4.65\n", + "Changing to logg=5.00 for T= 69716 logg=4.65\n", + "Changing to logg=2.50 for T= 16899 logg=2.09\n", + "Changing to logg=4.00 for T= 34106 logg=3.57\n", + "Changing to logg=2.50 for T= 12020 logg=1.51\n", + "Changing to logg=1.00 for T= 8146 logg=0.84\n", + "Changing to logg=5.00 for T= 49077 logg=4.01\n", + "Changing to logg=2.50 for T= 13843 logg=1.48\n", + "Changing to logg=2.50 for T= 11892 logg=1.82\n", + "Changing to logg=3.00 for T= 20680 logg=2.21\n", + "Changing to logg=4.00 for T= 31579 logg=2.96\n", + "Changing to logg=4.50 for T= 47203 logg=3.65\n", + "Changing to logg=2.00 for T= 9029 logg=0.76\n", + "Changing to logg=4.00 for T= 32394 logg=3.96\n", + "Changing to logg=3.50 for T= 30989 logg=2.93\n", + "Changing to logg=2.50 for T= 13598 logg=1.71\n", + "Changing to logg=4.50 for T= 40325 logg=3.59\n", + "Changing to logg=4.50 for T= 41093 logg=3.42\n", + "Changing to logg=2.50 for T= 14210 logg=1.53\n", + "Changing to logg=3.50 for T= 30512 logg=3.17\n", + "Changing to logg=2.00 for T= 9256 logg=0.81\n", + "Changing to logg=3.50 for T= 29837 logg=3.14\n", + "Changing to logg=2.50 for T= 11837 logg=1.20\n", + "Changing to logg=4.00 for T= 35285 logg=3.43\n", + "Changing to logg=3.50 for T= 26486 logg=2.86\n", + "Changing to logg=3.50 for T= 30731 logg=3.37\n", + "Changing to logg=2.50 for T= 16346 logg=1.77\n", + "Changing to logg=3.00 for T= 24191 logg=2.51\n", + "Changing to logg=3.50 for T= 27796 logg=3.16\n", + "Changing to logg=3.00 for T= 20516 logg=2.16\n", + "Changing to logg=2.00 for T= 9630 logg=0.86\n", + "Changing to T= 50000 for T= 70362 logg=4.66\n", + "Changing to logg=5.00 for T= 70362 logg=4.66\n", + "Changing to logg=3.50 for T= 27010 logg=2.67\n", + "Changing to logg=4.00 for T= 31982 logg=3.74\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 20509 logg=2.63\n", + "Changing to logg=4.00 for T= 37692 logg=3.28\n", + "Changing to T= 50000 for T= 56351 logg=4.20\n", + "Changing to logg=5.00 for T= 56351 logg=4.20\n", + "Changing to T= 50000 for T=147550 logg=5.57\n", + "Changing to logg=5.00 for T=147550 logg=5.57\n", + "Changing to logg=4.50 for T= 42386 logg=3.68\n", + "Changing to logg=4.00 for T= 37066 logg=3.26\n", + "Changing to logg=2.00 for T= 10524 logg=1.00\n", + "Changing to logg=3.50 for T= 29669 logg=3.06\n", + "Changing to T= 50000 for T= 73590 logg=4.78\n", + "Changing to logg=5.00 for T= 73590 logg=4.78\n", + "Changing to logg=3.00 for T= 21918 logg=2.32\n", + "Changing to logg=5.00 for T= 49091 logg=3.72\n", + "Changing to logg=4.00 for T= 36115 logg=3.99\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.50 for T= 29992 logg=2.87\n", + "Changing to logg=2.50 for T= 12959 logg=1.38\n", + "Changing to T= 50000 for T= 74437 logg=4.79\n", + "Changing to logg=5.00 for T= 74437 logg=4.79\n", + "Changing to logg=4.00 for T= 38923 logg=3.84\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 21150 logg=2.27\n", + "Changing to logg=4.00 for T= 38582 logg=3.95\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 31946 logg=2.97\n", + "Changing to logg=2.00 for T= 9851 logg=0.92\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 25754 logg=2.60\n", + "Changing to logg=2.00 for T= 9847 logg=0.90\n", + "Changing to logg=3.50 for T= 28166 logg=2.78\n", + "Changing to logg=2.00 for T= 9529 logg=0.84\n", + "Changing to logg=2.50 for T= 15344 logg=2.01\n", + "Changing to logg=2.50 for T= 16124 logg=1.75\n", + "Changing to T= 50000 for T= 55978 logg=4.20\n", + "Changing to logg=5.00 for T= 55978 logg=4.20\n", + "Changing to logg=3.00 for T= 20894 logg=2.20\n", + "Changing to logg=4.00 for T= 31863 logg=3.96\n", + "Changing to logg=4.00 for T= 31625 logg=3.48\n", + "Changing to logg=2.00 for T= 10823 logg=1.08\n", + "Changing to logg=3.50 for T= 29445 logg=3.49\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 33833 logg=3.35\n", + "Changing to logg=4.00 for T= 37973 logg=3.30\n", + "Changing to logg=4.00 for T= 32719 logg=3.04\n", + "Changing to logg=3.50 for T= 26158 logg=2.63\n", + "Changing to logg=3.50 for T= 29863 logg=2.84\n", + "Changing to logg=2.00 for T= 9547 logg=0.86\n", + "Changing to logg=3.00 for T= 24650 logg=2.50\n", + "Changing to logg=4.50 for T= 39406 logg=4.07\n", + "Changing to T= 50000 for T=124934 logg=5.35\n", + "Changing to logg=5.00 for T=124934 logg=5.35\n", + "Changing to logg=2.50 for T= 15268 logg=1.66\n", + "Changing to logg=4.00 for T= 34751 logg=3.40\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to T= 50000 for T=117666 logg=5.25\n", + "Changing to logg=5.00 for T=117666 logg=5.25\n", + "Changing to logg=4.50 for T= 46698 logg=3.63\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 12150 logg=1.25\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 20333 logg=2.17\n", + "Changing to logg=4.00 for T= 35749 logg=3.85\n", + "Changing to logg=2.50 for T= 13946 logg=1.76\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.00 for T= 11558 logg=1.16\n", + "Changing to logg=4.50 for T= 40713 logg=3.41\n", + "Changing to logg=4.00 for T= 34521 logg=3.99\n", + "Changing to logg=4.00 for T= 34642 logg=3.39\n", + "Changing to logg=2.00 for T= 11423 logg=1.17\n", + "Changing to logg=4.00 for T= 37221 logg=3.23\n", + "Changing to logg=3.00 for T= 24047 logg=2.47\n", + "Changing to logg=3.00 for T= 22118 logg=2.62\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 23026 logg=2.42\n", + "Changing to T= 50000 for T= 52159 logg=4.06\n", + "Changing to logg=5.00 for T= 52159 logg=4.06\n", + "Changing to logg=3.00 for T= 21691 logg=2.52\n", + "Changing to logg=3.00 for T= 23453 logg=2.43\n", + "Changing to logg=2.00 for T= 10291 logg=0.98\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 19398 logg=2.11\n", + "Changing to logg=3.00 for T= 24174 logg=2.77\n", + "Changing to logg=3.00 for T= 23460 logg=2.65\n", + "Changing to logg=2.50 for T= 14721 logg=1.54\n", + "Changing to logg=3.50 for T= 28086 logg=2.77\n", + "Changing to logg=3.50 for T= 29934 logg=3.46\n", + "Changing to T= 50000 for T= 89135 logg=4.69\n", + "Changing to logg=5.00 for T= 89135 logg=4.69\n", + "Changing to logg=2.00 for T= 11226 logg=1.14\n", + "Changing to T= 50000 for T=116915 logg=5.23\n", + "Changing to logg=5.00 for T=116915 logg=5.23\n", + "Changing to logg=2.50 for T= 13814 logg=1.51\n", + "Changing to T= 50000 for T=125974 logg=5.36\n", + "Changing to logg=5.00 for T=125974 logg=5.36\n", + "Changing to logg=3.50 for T= 27028 logg=2.70\n", + "Changing to logg=2.00 for T= 10846 logg=1.08\n", + "Changing to logg=4.50 for T= 41371 logg=3.71\n", + "Changing to logg=4.50 for T= 44609 logg=3.55\n", + "Changing to logg=2.50 for T= 15447 logg=1.67\n", + "Changing to logg=4.00 for T= 31100 logg=3.62\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 33624 logg=3.94\n", + "Changing to logg=4.00 for T= 36722 logg=3.21\n", + "Changing to logg=2.50 for T= 18221 logg=2.30\n", + "Changing to logg=2.00 for T= 11367 logg=1.16\n", + "Changing to logg=4.00 for T= 33652 logg=3.06\n", + "Changing to logg=3.50 for T= 28103 logg=2.96\n", + "Changing to logg=3.50 for T= 28358 logg=2.75\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.50 for T= 28668 logg=2.79\n", + "Changing to logg=4.00 for T= 33805 logg=3.10\n", + "Changing to logg=3.50 for T= 29227 logg=3.14\n", + "Changing to T= 50000 for T= 91287 logg=5.21\n", + "Changing to logg=5.00 for T= 91287 logg=5.21\n", + "Changing to logg=2.00 for T= 9384 logg=0.82\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 25766 logg=2.81\n", + "Changing to logg=2.50 for T= 13972 logg=1.49\n", + "Changing to logg=4.00 for T= 38122 logg=3.28\n", + "Changing to T= 50000 for T=117744 logg=5.25\n", + "Changing to logg=5.00 for T=117744 logg=5.25\n", + "Changing to logg=4.00 for T= 34972 logg=3.13\n", + "Changing to T= 50000 for T= 59465 logg=4.31\n", + "Changing to logg=5.00 for T= 59465 logg=4.31\n", + "Changing to logg=4.00 for T= 35401 logg=3.16\n", + "Changing to logg=2.50 for T= 12514 logg=1.30\n", + "Changing to logg=4.50 for T= 40654 logg=3.39\n", + "Changing to logg=2.00 for T= 9486 logg=0.85\n", + "Changing to logg=2.50 for T= 16452 logg=1.78\n", + "Changing to logg=2.50 for T= 17855 logg=2.19\n", + "Changing to logg=3.00 for T= 25861 logg=2.89\n", + "Changing to logg=4.00 for T= 36650 logg=3.99\n", + "Changing to logg=4.50 for T= 41273 logg=4.12\n", + "Changing to logg=1.50 for T= 8425 logg=1.22\n", + "Changing to logg=3.00 for T= 25112 logg=2.84\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 22445 logg=2.57\n", + "Changing to logg=2.50 for T= 14360 logg=1.56\n", + "Changing to logg=2.00 for T= 11741 logg=1.19\n", + "Changing to logg=3.00 for T= 25570 logg=2.57\n", + "Changing to logg=2.50 for T= 18912 logg=2.28\n", + "Changing to logg=2.50 for T= 17793 logg=2.18\n", + "Changing to logg=3.50 for T= 27083 logg=2.67\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 22193 logg=2.31\n", + "Changing to logg=4.00 for T= 35348 logg=3.72\n", + "Changing to T= 50000 for T=115931 logg=5.21\n", + "Changing to logg=5.00 for T=115931 logg=5.21\n", + "Changing to logg=2.00 for T= 11591 logg=1.18\n", + "Changing to logg=2.50 for T= 12749 logg=1.60\n", + "Changing to logg=4.50 for T= 39152 logg=3.32\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.50 for T= 40326 logg=4.02\n", + "Changing to logg=4.00 for T= 37802 logg=3.94\n", + "Changing to logg=2.00 for T= 10012 logg=0.94\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 12147 logg=1.26\n", + "Changing to T= 50000 for T= 63192 logg=4.44\n", + "Changing to logg=5.00 for T= 63192 logg=4.44\n", + "Changing to logg=4.00 for T= 31444 logg=3.23\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 13987 logg=1.53\n", + "Changing to logg=3.50 for T= 28685 logg=2.77\n", + "Changing to logg=4.00 for T= 34304 logg=3.84\n", + "Changing to logg=4.00 for T= 38324 logg=3.32\n", + "Changing to logg=3.50 for T= 26208 logg=2.84\n", + "Changing to logg=3.50 for T= 26826 logg=2.95\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 20714 logg=2.51\n", + "Changing to logg=2.00 for T= 9977 logg=0.94\n", + "Changing to logg=2.00 for T= 9988 logg=0.92\n", + "Changing to logg=3.00 for T= 22718 logg=2.37\n", + "Changing to logg=2.00 for T= 11171 logg=1.12\n", + "Changing to logg=4.00 for T= 35845 logg=3.39\n", + "Changing to logg=3.50 for T= 27580 logg=2.74\n", + "Changing to logg=2.50 for T= 12971 logg=1.39\n", + "Changing to logg=3.50 for T= 30706 logg=2.90\n", + "Changing to logg=3.00 for T= 21235 logg=2.28\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 35090 logg=3.35\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.50 for T= 42502 logg=3.76\n", + "Changing to logg=0.50 for T= 6490 logg=0.44\n", + "Changing to logg=3.00 for T= 19495 logg=2.07\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 31778 logg=3.86\n", + "Changing to logg=3.50 for T= 28012 logg=2.73\n", + "Changing to logg=3.00 for T= 23583 logg=2.91\n", + "Changing to logg=4.00 for T= 31262 logg=3.34\n", + "Changing to logg=2.50 for T= 15753 logg=1.97\n", + "Changing to logg=4.00 for T= 36735 logg=3.43\n", + "Changing to logg=4.00 for T= 37540 logg=3.54\n", + "Changing to logg=3.50 for T= 26511 logg=2.65\n", + "Changing to logg=4.00 for T= 33912 logg=3.36\n", + "Changing to T= 50000 for T= 57711 logg=4.25\n", + "Changing to logg=5.00 for T= 57711 logg=4.25\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.50 for T= 28527 logg=3.46\n", + "Changing to logg=4.00 for T= 34071 logg=3.51\n", + "Changing to logg=3.00 for T= 20501 logg=2.17\n", + "Changing to logg=2.00 for T= 11639 logg=1.18\n", + "Changing to logg=2.50 for T= 13649 logg=1.64\n", + "Changing to logg=4.00 for T= 33759 logg=3.43\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 15717 logg=1.72\n", + "Changing to T= 50000 for T= 75074 logg=4.80\n", + "Changing to logg=5.00 for T= 75074 logg=4.80\n", + "Changing to logg=2.00 for T= 11159 logg=1.11\n", + "Changing to logg=2.50 for T= 12126 logg=1.26\n", + "Changing to logg=2.50 for T= 16251 logg=2.02\n", + "Changing to logg=3.00 for T= 22951 logg=2.61\n", + "Changing to logg=3.00 for T= 25037 logg=2.57\n", + "Changing to logg=2.50 for T= 12585 logg=1.31\n", + "Changing to logg=2.50 for T= 13489 logg=1.46\n", + "Changing to logg=2.00 for T= 10999 logg=1.08\n", + "Changing to logg=2.50 for T= 16536 logg=1.78\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 17713 logg=1.93\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 12202 logg=1.29\n", + "Changing to logg=4.50 for T= 41570 logg=3.99\n", + "Changing to logg=2.50 for T= 13740 logg=1.50\n", + "Changing to logg=3.50 for T= 26046 logg=2.60\n", + "Changing to logg=2.50 for T= 12251 logg=1.30\n", + "Changing to logg=2.00 for T= 11491 logg=1.18\n", + "Changing to logg=2.50 for T= 13162 logg=1.40\n", + "Changing to logg=2.50 for T= 11787 logg=1.21\n", + "Changing to logg=3.00 for T= 25063 logg=2.53\n", + "Changing to logg=2.00 for T= 9079 logg=0.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.50 for T= 43228 logg=3.50\n", + "Changing to T= 50000 for T= 50807 logg=4.01\n", + "Changing to logg=5.00 for T= 50807 logg=4.01\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 25286 logg=2.56\n", + "Changing to logg=2.00 for T= 11440 logg=1.17\n", + "Changing to logg=3.00 for T= 24173 logg=2.47\n", + "Changing to logg=4.00 for T= 32195 logg=3.67\n", + "Changing to logg=3.50 for T= 27883 logg=2.95\n", + "Changing to logg=2.50 for T= 13405 logg=1.44\n", + "Changing to logg=3.00 for T= 23627 logg=2.47\n", + "Changing to logg=4.00 for T= 37110 logg=3.51\n", + "Changing to logg=2.50 for T= 15182 logg=1.65\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 21885 logg=2.60\n", + "Changing to logg=2.50 for T= 15824 logg=1.74\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 17615 logg=1.90\n", + "Changing to logg=2.50 for T= 13454 logg=1.43\n", + "Changing to logg=2.50 for T= 15920 logg=1.66\n", + "Changing to logg=2.50 for T= 17238 logg=1.87\n", + "Changing to logg=3.00 for T= 21609 logg=2.31\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 33993 logg=3.30\n", + "Changing to logg=2.00 for T= 10562 logg=1.00\n", + "Changing to T= 50000 for T=127476 logg=5.37\n", + "Changing to logg=5.00 for T=127476 logg=5.37\n", + "Changing to logg=4.50 for T= 43153 logg=3.49\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to T= 50000 for T= 53132 logg=3.86\n", + "Changing to logg=5.00 for T= 53132 logg=3.86\n", + "Changing to logg=2.50 for T= 14880 logg=1.60\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 31111 logg=3.98\n", + "Changing to logg=3.50 for T= 29585 logg=2.86\n", + "Changing to logg=3.00 for T= 22331 logg=2.57\n", + "Changing to logg=2.00 for T= 10456 logg=0.99\n", + "Changing to logg=3.50 for T= 26057 logg=2.83\n", + "Changing to T= 50000 for T=108863 logg=5.37\n", + "Changing to logg=5.00 for T=108863 logg=5.37\n", + "Changing to logg=2.50 for T= 16790 logg=2.08\n", + "Changing to logg=3.50 for T= 29681 logg=3.44\n", + "Changing to logg=3.00 for T= 21579 logg=2.87\n", + "Changing to logg=3.50 for T= 28787 logg=2.99\n", + "Changing to logg=2.50 for T= 16915 logg=1.83\n", + "Changing to logg=2.50 for T= 14052 logg=1.52\n", + "Changing to logg=3.50 for T= 28695 logg=2.81\n", + "Changing to T= 50000 for T= 89759 logg=5.15\n", + "Changing to logg=5.00 for T= 89759 logg=5.15\n", + "Changing to logg=2.50 for T= 14531 logg=1.58\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 19170 logg=2.05\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 17643 logg=1.89\n", + "Changing to logg=4.00 for T= 31305 logg=2.91\n", + "Changing to logg=2.50 for T= 12568 logg=1.34\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to T= 50000 for T= 60853 logg=4.36\n", + "Changing to logg=5.00 for T= 60853 logg=4.36\n", + "Changing to logg=3.50 for T= 27648 logg=2.71\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.50 for T= 27016 logg=2.69\n", + "Changing to logg=2.00 for T= 10035 logg=0.92\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 18738 logg=2.02\n", + "Changing to logg=2.00 for T= 10529 logg=1.02\n", + "Changing to logg=2.50 for T= 12986 logg=1.40\n", + "Changing to T= 50000 for T= 69306 logg=4.64\n", + "Changing to logg=5.00 for T= 69306 logg=4.64\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.50 for T= 28929 logg=2.81\n", + "Changing to logg=4.00 for T= 34555 logg=3.12\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 31430 logg=2.97\n", + "Changing to logg=2.50 for T= 12282 logg=1.89\n", + "Changing to logg=3.00 for T= 21301 logg=2.28\n", + "Changing to logg=2.00 for T= 10844 logg=1.08\n", + "Changing to logg=4.00 for T= 36400 logg=3.20\n", + "Changing to logg=2.50 for T= 18110 logg=1.96\n", + "Changing to logg=3.00 for T= 24518 logg=2.53\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 20172 logg=2.15\n", + "Changing to logg=4.50 for T= 39576 logg=3.97\n", + "Changing to T= 50000 for T= 69499 logg=4.63\n", + "Changing to logg=5.00 for T= 69499 logg=4.63\n", + "Changing to logg=4.00 for T= 33813 logg=3.59\n", + "Changing to logg=2.50 for T= 15543 logg=1.94\n", + "Changing to logg=4.00 for T= 34365 logg=3.11\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 12246 logg=1.30\n", + "Changing to logg=1.50 for T= 8974 logg=1.35\n", + "Changing to logg=3.00 for T= 22211 logg=2.33\n", + "Changing to logg=2.50 for T= 17342 logg=2.14\n", + "Changing to T= 50000 for T= 73891 logg=4.77\n", + "Changing to logg=5.00 for T= 73891 logg=4.77\n", + "Changing to logg=4.50 for T= 45850 logg=3.82\n", + "Changing to logg=4.50 for T= 47211 logg=3.94\n", + "Changing to logg=2.00 for T= 10044 logg=0.93\n", + "Changing to logg=3.00 for T= 21113 logg=2.20\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 25919 logg=2.63\n", + "Changing to logg=3.00 for T= 24761 logg=2.55\n", + "Changing to T= 50000 for T= 77582 logg=4.87\n", + "Changing to logg=5.00 for T= 77582 logg=4.87\n", + "Changing to logg=4.00 for T= 31640 logg=3.88\n", + "Changing to T= 50000 for T= 51713 logg=4.05\n", + "Changing to logg=5.00 for T= 51713 logg=4.05\n", + "Changing to logg=4.50 for T= 39663 logg=3.36\n", + "Changing to logg=3.50 for T= 28880 logg=3.47\n", + "Changing to logg=2.50 for T= 12952 logg=1.38\n", + "Changing to logg=2.50 for T= 14983 logg=1.88\n", + "Changing to logg=4.00 for T= 33366 logg=3.77\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 12157 logg=1.28\n", + "Changing to T= 50000 for T=118899 logg=5.27\n", + "Changing to logg=5.00 for T=118899 logg=5.27\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 25665 logg=2.88\n", + "Changing to logg=4.00 for T= 34623 logg=3.33\n", + "Changing to logg=4.00 for T= 32138 logg=3.62\n", + "Changing to logg=3.00 for T= 21608 logg=2.26\n", + "Changing to logg=2.00 for T= 9772 logg=0.87\n", + "Changing to logg=2.50 for T= 17007 logg=1.84\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 34770 logg=3.86\n", + "Changing to logg=3.50 for T= 27749 logg=2.73\n", + "Changing to logg=5.00 for T= 49831 logg=3.98\n", + "Changing to logg=3.50 for T= 28205 logg=2.96\n", + "Changing to logg=2.00 for T= 9953 logg=0.92\n", + "Changing to logg=3.00 for T= 24540 logg=2.73\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 33069 logg=3.97\n", + "Changing to logg=2.50 for T= 14949 logg=1.88\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 14001 logg=1.50\n", + "Changing to T= 50000 for T= 68751 logg=4.61\n", + "Changing to logg=5.00 for T= 68751 logg=4.61\n", + "Changing to logg=2.00 for T= 10082 logg=0.94\n", + "Changing to logg=2.50 for T= 18199 logg=1.95\n", + "Changing to logg=2.50 for T= 13299 logg=1.44\n", + "Changing to logg=0.50 for T= 6594 logg=0.24\n", + "Changing to logg=3.00 for T= 23610 logg=2.66\n", + "Changing to logg=2.00 for T= 11278 logg=1.40\n", + "Changing to logg=2.50 for T= 16490 logg=1.78\n", + "Changing to logg=4.00 for T= 31390 logg=3.78\n", + "Changing to logg=3.00 for T= 19250 logg=2.07\n", + "Changing to logg=2.50 for T= 13396 logg=1.45\n", + "Changing to logg=3.00 for T= 21618 logg=2.26\n", + "Changing to logg=3.00 for T= 24419 logg=2.72\n", + "Changing to logg=2.00 for T= 11130 logg=1.10\n", + "Changing to logg=3.50 for T= 30157 logg=3.42\n", + "Changing to logg=4.00 for T= 32021 logg=3.01\n", + "Changing to logg=2.50 for T= 15549 logg=1.69\n", + "Changing to logg=3.00 for T= 21686 logg=2.30\n", + "Changing to logg=2.50 for T= 14971 logg=1.65\n", + "Changing to T= 50000 for T= 68914 logg=4.62\n", + "Changing to logg=5.00 for T= 68914 logg=4.62\n", + "Changing to logg=3.00 for T= 25115 logg=2.77\n", + "Changing to logg=3.00 for T= 25744 logg=2.62\n", + "Changing to logg=3.00 for T= 25879 logg=2.59\n", + "Changing to logg=2.50 for T= 16504 logg=1.82\n", + "Changing to logg=4.50 for T= 41172 logg=3.92\n", + "Changing to logg=3.00 for T= 23641 logg=2.44\n", + "Changing to logg=4.00 for T= 31316 logg=3.34\n", + "Changing to logg=4.00 for T= 36115 logg=3.40\n", + "Changing to logg=3.00 for T= 21155 logg=2.70\n", + "Changing to logg=4.00 for T= 33735 logg=3.08\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.50 for T= 29164 logg=2.80\n", + "Changing to logg=4.50 for T= 43934 logg=3.54\n", + "Changing to logg=2.50 for T= 12586 logg=1.34\n", + "Changing to logg=2.00 for T= 10556 logg=1.00\n", + "Changing to logg=4.50 for T= 40168 logg=3.97\n", + "Changing to logg=4.00 for T= 33087 logg=3.25\n", + "Changing to logg=4.00 for T= 37430 logg=3.75\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.50 for T= 44039 logg=3.75\n", + "Changing to logg=4.50 for T= 41157 logg=3.63\n", + "Changing to T= 50000 for T= 75264 logg=4.84\n", + "Changing to logg=5.00 for T= 75264 logg=4.84\n", + "Changing to logg=4.50 for T= 44376 logg=3.83\n", + "Changing to logg=4.00 for T= 32605 logg=3.00\n", + "Changing to logg=4.00 for T= 34831 logg=3.59\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 25413 logg=2.86\n", + "Changing to logg=3.50 for T= 26892 logg=2.88\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.50 for T= 42597 logg=3.69\n", + "Changing to logg=0.50 for T= 7388 logg=0.40\n", + "Changing to logg=2.00 for T= 10415 logg=1.01\n", + "Changing to T= 50000 for T= 62596 logg=4.42\n", + "Changing to logg=5.00 for T= 62596 logg=4.42\n", + "Changing to logg=4.00 for T= 36888 logg=3.22\n", + "Changing to logg=4.00 for T= 33346 logg=3.07\n", + "Changing to logg=4.50 for T= 39839 logg=3.95\n", + "Changing to logg=2.50 for T= 11892 logg=1.82\n", + "Changing to logg=2.00 for T= 10049 logg=0.92\n", + "Changing to logg=2.50 for T= 15120 logg=1.64\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 24868 logg=2.76\n", + "Changing to T= 50000 for T= 72991 logg=4.76\n", + "Changing to logg=5.00 for T= 72991 logg=4.76\n", + "Changing to logg=4.00 for T= 34383 logg=3.53\n", + "Changing to logg=4.00 for T= 33612 logg=3.78\n", + "Changing to logg=4.50 for T= 40154 logg=4.02\n", + "Changing to T= 50000 for T=117685 logg=5.25\n", + "Changing to logg=5.00 for T=117685 logg=5.25\n", + "Changing to logg=3.50 for T= 28503 logg=3.21\n", + "Changing to logg=4.00 for T= 34051 logg=3.89\n", + "Changing to T= 50000 for T= 92255 logg=5.23\n", + "Changing to logg=5.00 for T= 92255 logg=5.23\n", + "Changing to logg=4.50 for T= 48116 logg=3.91\n", + "Changing to logg=3.50 for T= 28030 logg=2.73\n", + "Changing to logg=4.00 for T= 31018 logg=3.55\n", + "Changing to T= 50000 for T= 93530 logg=5.28\n", + "Changing to logg=5.00 for T= 93530 logg=5.28\n", + "Changing to logg=3.00 for T= 22591 logg=2.36\n", + "Changing to logg=2.00 for T= 11161 logg=1.12\n", + "Changing to logg=3.00 for T= 23483 logg=2.40\n", + "Changing to logg=3.00 for T= 19791 logg=2.10\n", + "Changing to logg=2.50 for T= 14680 logg=1.77\n", + "Changing to logg=3.50 for T= 26760 logg=3.30\n", + "Changing to logg=2.50 for T= 18483 logg=1.98\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 15844 logg=1.75\n", + "Changing to logg=3.50 for T= 26090 logg=2.91\n", + "Changing to logg=2.50 for T= 14900 logg=1.62\n", + "Changing to logg=4.00 for T= 37732 logg=3.69\n", + "Changing to logg=2.00 for T= 9562 logg=0.86\n", + "Changing to logg=2.50 for T= 17581 logg=1.89\n", + "Changing to logg=2.50 for T= 13108 logg=1.41\n", + "Changing to T= 50000 for T= 91441 logg=5.19\n", + "Changing to logg=5.00 for T= 91441 logg=5.19\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 18747 logg=2.35\n", + "Changing to logg=3.00 for T= 21875 logg=2.53\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.00 for T= 10828 logg=1.08\n", + "Changing to logg=4.00 for T= 35200 logg=3.17\n", + "Changing to logg=4.00 for T= 32154 logg=3.01\n", + "Changing to logg=3.50 for T= 26228 logg=3.44\n", + "Changing to logg=4.50 for T= 42029 logg=3.73\n", + "Changing to logg=4.00 for T= 32770 logg=3.30\n", + "Changing to logg=2.50 for T= 14269 logg=1.80\n", + "Changing to logg=3.50 for T= 27450 logg=2.72\n", + "Changing to logg=4.00 for T= 32910 logg=3.21\n", + "Changing to T= 50000 for T= 64838 logg=4.49\n", + "Changing to logg=5.00 for T= 64838 logg=4.49\n", + "Changing to logg=4.50 for T= 39732 logg=4.04\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 21639 logg=2.59\n", + "Changing to logg=4.00 for T= 34611 logg=3.12\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11982 logg=1.23\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 36065 logg=3.46\n", + "Changing to logg=3.50 for T= 29569 logg=3.12\n", + "Changing to logg=0.50 for T= 7215 logg=0.35\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 25242 logg=2.78\n", + "Changing to logg=2.00 for T= 9858 logg=0.92\n", + "Changing to logg=3.50 for T= 29295 logg=3.10\n", + "Changing to logg=3.00 for T= 21295 logg=2.25\n", + "Changing to logg=3.00 for T= 23329 logg=2.40\n", + "Changing to logg=2.50 for T= 18218 logg=1.98\n", + "Changing to logg=2.00 for T= 11350 logg=1.15\n", + "Changing to logg=3.50 for T= 27871 logg=3.02\n", + "Changing to logg=2.50 for T= 15351 logg=1.66\n", + "Changing to logg=4.00 for T= 36211 logg=3.20\n", + "Changing to logg=3.50 for T= 28199 logg=2.97\n", + "Changing to logg=2.50 for T= 13964 logg=1.51\n", + "Changing to logg=3.00 for T= 23724 logg=2.47\n", + "Changing to logg=3.50 for T= 28915 logg=3.01\n", + "Changing to logg=3.50 for T= 30156 logg=2.88\n", + "Changing to logg=3.50 for T= 30635 logg=2.90\n", + "Changing to T= 50000 for T= 52552 logg=4.08\n", + "Changing to logg=5.00 for T= 52552 logg=4.08\n", + "Changing to logg=2.50 for T= 15105 logg=1.62\n", + "Changing to logg=2.50 for T= 17775 logg=1.91\n", + "Changing to logg=3.00 for T= 23971 logg=2.45\n", + "Changing to logg=2.50 for T= 14304 logg=1.57\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 33907 logg=3.29\n", + "Changing to T= 50000 for T=126981 logg=5.37\n", + "Changing to logg=5.00 for T=126981 logg=5.37\n", + "Changing to logg=4.00 for T= 31584 logg=2.95\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=1.50 for T= 8792 logg=0.97\n", + "Changing to logg=4.50 for T= 45586 logg=3.62\n", + "Changing to logg=2.50 for T= 12039 logg=1.25\n", + "Changing to logg=4.00 for T= 34580 logg=3.72\n", + "Changing to logg=4.00 for T= 31496 logg=2.94\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.00 for T= 10767 logg=1.04\n", + "Changing to logg=4.00 for T= 34488 logg=3.79\n", + "Changing to T= 50000 for T= 62553 logg=4.41\n", + "Changing to logg=5.00 for T= 62553 logg=4.41\n", + "Changing to logg=3.50 for T= 26146 logg=3.43\n", + "Changing to logg=4.00 for T= 31288 logg=3.32\n", + "Changing to logg=3.00 for T= 20055 logg=2.17\n", + "Changing to logg=3.00 for T= 24780 logg=2.51\n", + "Changing to logg=2.50 for T= 15507 logg=1.71\n", + "Changing to logg=2.00 for T= 10049 logg=0.95\n", + "Changing to logg=3.00 for T= 21692 logg=2.52\n", + "Changing to logg=3.50 for T= 28318 logg=2.79\n", + "Changing to logg=3.00 for T= 19889 logg=2.13\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.00 for T= 32764 logg=3.03\n", + "Changing to logg=4.50 for T= 41138 logg=3.44\n", + "Changing to logg=4.00 for T= 33778 logg=3.90\n", + "Changing to logg=3.00 for T= 25568 logg=2.87\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.00 for T= 21602 logg=2.26\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to T= 50000 for T= 63558 logg=4.45\n", + "Changing to logg=5.00 for T= 63558 logg=4.45\n", + "Changing to logg=2.50 for T= 16585 logg=1.81\n", + "Changing to logg=3.50 for T= 28474 logg=3.41\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.50 for T= 45926 logg=3.89\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.00 for T= 10030 logg=0.91\n", + "Changing to logg=3.50 for T= 30631 logg=2.92\n", + "Changing to logg=4.00 for T= 35244 logg=3.15\n", + "Changing to logg=3.00 for T= 22562 logg=2.36\n", + "Changing to logg=2.50 for T= 11886 logg=1.24\n", + "Changing to logg=3.50 for T= 27196 logg=3.34\n", + "Changing to logg=3.50 for T= 27742 logg=2.91\n", + "Changing to logg=4.50 for T= 48595 logg=3.72\n", + "Changing to logg=2.00 for T= 9454 logg=0.84\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.00 for T= 11587 logg=1.20\n", + "Changing to logg=4.00 for T= 32681 logg=3.01\n", + "Changing to logg=3.50 for T= 26913 logg=2.70\n", + "Changing to logg=4.50 for T= 43817 logg=3.81\n", + "Changing to logg=3.00 for T= 25219 logg=2.58\n", + "Changing to T= 50000 for T=201085 logg=6.01\n", + "Changing to logg=5.00 for T=201085 logg=6.01\n", + "Changing to T= 50000 for T= 70870 logg=4.69\n", + "Changing to logg=5.00 for T= 70870 logg=4.69\n", + "Changing to logg=2.50 for T= 15185 logg=1.68\n", + "Changing to logg=3.00 for T= 20326 logg=2.48\n", + "Changing to logg=0.50 for T= 6551 logg=0.46\n", + "Changing to logg=2.50 for T= 11921 logg=1.23\n", + "Changing to logg=2.50 for T= 17089 logg=1.84\n", + "Changing to logg=3.00 for T= 25814 logg=2.61\n", + "Changing to logg=3.50 for T= 26551 logg=2.62\n", + "Changing to logg=2.50 for T= 13054 logg=1.39\n", + "Changing to T= 50000 for T= 73220 logg=4.77\n", + "Changing to logg=5.00 for T= 73220 logg=4.77\n", + "Changing to logg=4.50 for T= 42111 logg=3.67\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=4.50 for T= 42537 logg=3.48\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=2.00 for T= 11192 logg=1.14\n", + "Changing to logg=2.50 for T= 11953 logg=1.83\n", + "Changing to logg=3.50 for T= 30042 logg=3.15\n", + "Changing to T= 50000 for T=110685 logg=5.39\n", + "Changing to logg=5.00 for T=110685 logg=5.39\n", + "Changing to logg=3.50 for T= 27219 logg=2.68\n", + "Changing to logg=3.00 for T= 19799 logg=2.35\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=4.50 for T= 44007 logg=3.82\n", + "Changing to logg=4.00 for T= 32887 logg=3.99\n", + "Changing to logg=4.00 for T= 32733 logg=3.96\n", + "Changing to logg=4.00 for T= 35818 logg=3.45\n", + "Changing to logg=3.00 for T= 20368 logg=2.17\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=2.00 for T= 10637 logg=1.30\n", + "Changing to logg=4.00 for T= 32582 logg=3.96\n", + "Changing to logg=4.00 for T= 32635 logg=3.97\n", + "Changing to logg=4.00 for T= 33254 logg=3.97\n", + "Changing to logg=0.00 for T= 3998 logg=-0.33\n", + "Changing to T= 50000 for T= 77730 logg=4.53\n", + "Changing to logg=5.00 for T= 77730 logg=4.53\n", + "Changing to logg=3.00 for T= 20512 logg=2.50\n", + "Changing to T= 50000 for T= 55859 logg=4.25\n", + "Changing to logg=5.00 for T= 55859 logg=4.25\n", + "Changing to logg=0.00 for T= 4176 logg=-0.07\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=0.00 for T= 4144 logg=-0.11\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=2.00 for T= 9574 logg=0.87\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=0.00 for T= 4144 logg=-0.11\n", + "Changing to logg=3.00 for T= 25689 logg=2.88\n", + "Changing to logg=3.00 for T= 24268 logg=2.78\n", + "Changing to logg=4.00 for T= 33539 logg=3.97\n", + "Changing to logg=2.50 for T= 18086 logg=2.21\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=4.00 for T= 32819 logg=3.30\n", + "Changing to logg=2.50 for T= 14090 logg=1.54\n", + "Changing to logg=4.50 for T= 40683 logg=4.38\n", + "Changing to logg=3.00 for T= 24079 logg=2.70\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=3.50 for T= 28005 logg=2.77\n", + "Changing to T= 50000 for T= 84772 logg=5.05\n", + "Changing to logg=5.00 for T= 84772 logg=5.05\n", + "Changing to logg=4.00 for T= 32743 logg=3.97\n", + "Changing to logg=4.00 for T= 33539 logg=3.97\n", + "Changing to logg=0.00 for T= 3950 logg=-0.38\n", + "Changing to logg=2.50 for T= 12718 logg=1.95\n", + "Changing to logg=4.00 for T= 32315 logg=3.96\n", + "Changing to logg=4.00 for T= 32593 logg=3.96\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=4.00 for T= 35768 logg=3.18\n", + "Changing to logg=0.00 for T= 3950 logg=-0.38\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to T= 50000 for T= 55898 logg=4.26\n", + "Changing to logg=5.00 for T= 55898 logg=4.26\n", + "Changing to logg=3.00 for T= 21667 logg=2.31\n", + "Changing to logg=4.00 for T= 38001 logg=3.56\n", + "Changing to logg=2.50 for T= 12522 logg=1.33\n", + "Changing to logg=2.50 for T= 12718 logg=1.95\n", + "Changing to logg=3.00 for T= 19181 logg=2.38\n", + "Changing to T= 50000 for T= 89826 logg=5.13\n", + "Changing to logg=5.00 for T= 89826 logg=5.13\n", + "Changing to logg=3.50 for T= 29491 logg=3.44\n", + "Changing to logg=0.00 for T= 3998 logg=-0.36\n", + "Changing to logg=2.50 for T= 12561 logg=1.93\n", + "Changing to T= 50000 for T= 85247 logg=4.71\n", + "Changing to logg=5.00 for T= 85247 logg=4.71\n", + "Changing to logg=2.50 for T= 12718 logg=1.95\n", + "Changing to logg=3.50 for T= 30990 logg=3.20\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=0.00 for T= 3998 logg=-0.36\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=3.50 for T= 29564 logg=3.48\n", + "Changing to logg=2.50 for T= 12718 logg=1.95\n", + "Changing to logg=0.00 for T= 3998 logg=-0.33\n", + "Changing to logg=2.50 for T= 12652 logg=1.35\n", + "Changing to T= 50000 for T= 67809 logg=4.30\n", + "Changing to logg=5.00 for T= 67809 logg=4.30\n", + "Changing to logg=3.50 for T= 27564 logg=3.36\n", + "Changing to logg=2.00 for T= 11203 logg=1.14\n", + "Changing to logg=4.00 for T= 31591 logg=3.62\n", + "Changing to logg=3.50 for T= 27537 logg=3.00\n", + "Changing to logg=2.50 for T= 12561 logg=1.93\n", + "Changing to logg=3.50 for T= 30252 logg=2.90\n", + "Changing to logg=2.00 for T= 11540 logg=1.17\n", + "Changing to logg=3.50 for T= 30959 logg=2.93\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=2.00 for T= 11564 logg=1.20\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to T= 50000 for T= 50325 logg=4.06\n", + "Changing to logg=5.00 for T= 50325 logg=4.06\n", + "Changing to logg=0.00 for T= 3998 logg=-0.33\n", + "Changing to logg=3.50 for T= 26216 logg=2.84\n", + "Changing to T= 50000 for T= 86127 logg=5.03\n", + "Changing to logg=5.00 for T= 86127 logg=5.03\n", + "Changing to T= 50000 for T= 67144 logg=4.28\n", + "Changing to logg=5.00 for T= 67144 logg=4.28\n", + "Changing to logg=0.00 for T= 3998 logg=-0.36\n", + "Changing to T= 50000 for T= 74561 logg=4.76\n", + "Changing to logg=5.00 for T= 74561 logg=4.76\n", + "Changing to logg=0.00 for T= 3998 logg=-0.36\n", + "Changing to logg=0.00 for T= 3998 logg=-0.33\n", + "Changing to logg=2.50 for T= 15570 logg=1.72\n", + "Changing to logg=4.50 for T= 47637 logg=3.88\n", + "Changing to logg=4.00 for T= 32582 logg=3.99\n", + "Changing to logg=2.50 for T= 15655 logg=1.70\n", + "Changing to logg=2.50 for T= 12561 logg=1.93\n", + "Changing to logg=4.00 for T= 32558 logg=3.87\n", + "Changing to T= 50000 for T=105862 logg=5.32\n", + "Changing to logg=5.00 for T=105862 logg=5.32\n", + "Changing to T= 50000 for T=104205 logg=5.02\n", + "Changing to logg=5.00 for T=104205 logg=5.02\n", + "Changing to logg=2.00 for T= 9246 logg=1.21\n", + "Changing to logg=2.00 for T= 10719 logg=1.04\n", + "Changing to logg=4.50 for T= 42350 logg=3.75\n", + "Changing to T= 50000 for T= 86435 logg=5.42\n", + "Changing to logg=5.00 for T= 86435 logg=5.42\n", + "Changing to T= 50000 for T= 95984 logg=4.90\n", + "Changing to logg=5.00 for T= 95984 logg=4.90\n", + "Changing to T= 50000 for T= 52139 logg=4.06\n", + "Changing to logg=5.00 for T= 52139 logg=4.06\n", + "Changing to T= 50000 for T= 81943 logg=4.62\n", + "Changing to logg=5.00 for T= 81943 logg=4.62\n", + "Changing to logg=0.00 for T= 3997 logg=-0.36\n", + "Changing to logg=2.50 for T= 16091 logg=2.00\n", + "Changing to T= 50000 for T= 75436 logg=4.78\n", + "Changing to logg=5.00 for T= 75436 logg=4.78\n", + "Changing to logg=2.00 for T= 11272 logg=1.15\n", + "Changing to logg=4.00 for T= 34929 logg=3.41\n", + "Changing to logg=4.00 for T= 33539 logg=3.97\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=4.00 for T= 31060 logg=2.93\n", + "Changing to logg=4.00 for T= 34077 logg=3.97\n", + "Changing to logg=0.00 for T= 3950 logg=-0.38\n", + "Changing to T= 50000 for T= 70473 logg=4.68\n", + "Changing to logg=5.00 for T= 70473 logg=4.68\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=2.00 for T= 10241 logg=0.97\n", + "Changing to T= 50000 for T= 69383 logg=4.64\n", + "Changing to logg=5.00 for T= 69383 logg=4.64\n", + "Changing to logg=0.00 for T= 4182 logg=-0.07\n", + "Changing to logg=3.50 for T= 29392 logg=3.04\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=3.50 for T= 30687 logg=3.18\n", + "Changing to T= 50000 for T= 77543 logg=4.93\n", + "Changing to logg=5.00 for T= 77543 logg=4.93\n", + "Changing to logg=2.50 for T= 18787 logg=2.03\n", + "Changing to logg=2.50 for T= 16928 logg=1.86\n", + "Changing to T= 50000 for T= 89092 logg=5.11\n", + "Changing to logg=5.00 for T= 89092 logg=5.11\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=4.00 for T= 33820 logg=3.98\n", + "Changing to logg=0.00 for T= 3950 logg=-0.38\n", + "Changing to T= 50000 for T= 73544 logg=4.78\n", + "Changing to logg=5.00 for T= 73544 logg=4.78\n", + "Changing to logg=4.00 for T= 38291 logg=3.57\n", + "Changing to T= 50000 for T= 91251 logg=5.20\n", + "Changing to logg=5.00 for T= 91251 logg=5.20\n", + "Changing to logg=3.50 for T= 28428 logg=2.78\n", + "Changing to T= 50000 for T= 99993 logg=5.35\n", + "Changing to logg=5.00 for T= 99993 logg=5.35\n", + "Changing to logg=4.00 for T= 36456 logg=3.24\n", + "Changing to logg=4.00 for T= 32744 logg=3.97\n", + "Changing to logg=2.50 for T= 14200 logg=1.54\n", + "Changing to logg=2.50 for T= 12393 logg=1.31\n", + "Changing to T= 50000 for T= 78213 logg=4.55\n", + "Changing to logg=5.00 for T= 78213 logg=4.55\n", + "Changing to logg=2.50 for T= 12718 logg=1.95\n", + "Changing to logg=2.50 for T= 12718 logg=1.95\n", + "Changing to logg=4.00 for T= 31270 logg=3.83\n", + "Changing to logg=0.00 for T= 4144 logg=-0.11\n", + "Changing to logg=4.00 for T= 36091 logg=3.47\n", + "Changing to logg=0.50 for T= 6228 logg=0.10\n", + "Changing to logg=2.50 for T= 12228 logg=1.26\n", + "Changing to logg=2.50 for T= 12561 logg=1.93\n", + "Changing to T= 50000 for T= 82899 logg=4.67\n", + "Changing to logg=5.00 for T= 82899 logg=4.67\n", + "Changing to logg=0.00 for T= 4314 logg=-0.49\n", + "Changing to T= 50000 for T= 77053 logg=4.91\n", + "Changing to logg=5.00 for T= 77053 logg=4.91\n", + "Changing to logg=4.00 for T= 31617 logg=3.17\n", + "Changing to logg=3.50 for T= 28096 logg=2.95\n", + "Changing to logg=2.50 for T= 12718 logg=1.95\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=0.00 for T= 4603 logg=-0.14\n", + "Changing to logg=3.50 for T= 27307 logg=2.70\n", + "Changing to logg=4.00 for T= 33539 logg=3.97\n", + "Changing to logg=2.00 for T= 9812 logg=0.89\n", + "Changing to logg=0.00 for T= 3998 logg=-0.33\n", + "Changing to logg=4.00 for T= 37119 logg=3.26\n", + "Changing to logg=0.00 for T= 4271 logg=-0.49\n", + "Changing to logg=4.00 for T= 31955 logg=3.00\n", + "Changing to T= 50000 for T= 70906 logg=4.67\n", + "Changing to logg=5.00 for T= 70906 logg=4.67\n", + "Changing to logg=4.00 for T= 31408 logg=3.83\n", + "Changing to logg=3.00 for T= 24408 logg=2.52\n", + "Changing to T= 50000 for T= 88908 logg=4.75\n", + "Changing to logg=5.00 for T= 88908 logg=4.75\n", + "Changing to logg=2.50 for T= 15640 logg=1.95\n", + "Changing to logg=4.50 for T= 46620 logg=3.92\n", + "Changing to logg=4.00 for T= 36554 logg=3.49\n", + "Changing to logg=2.50 for T= 12561 logg=1.93\n", + "Changing to logg=2.50 for T= 18198 logg=1.97\n", + "Changing to logg=0.00 for T= 4474 logg=-0.18\n", + "Changing to logg=3.50 for T= 27038 logg=2.70\n", + "Changing to logg=0.00 for T= 4166 logg=-0.09\n", + "Changing to logg=4.00 for T= 33881 logg=3.98\n", + "Changing to logg=3.00 for T= 24494 logg=2.80\n", + "Changing to logg=0.00 for T= 3997 logg=-0.39\n", + "Changing to logg=2.50 for T= 16350 logg=1.78\n", + "Changing to logg=3.00 for T= 25993 logg=2.90\n", + "Changing to logg=0.00 for T= 3998 logg=-0.33\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=3.00 for T= 21688 logg=2.29\n", + "Changing to logg=3.50 for T= 28586 logg=3.06\n", + "Changing to logg=4.00 for T= 32623 logg=3.99\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to T= 50000 for T= 68102 logg=4.33\n", + "Changing to logg=5.00 for T= 68102 logg=4.33\n", + "Changing to logg=3.50 for T= 26457 logg=3.40\n", + "Changing to logg=0.00 for T= 4144 logg=-0.11\n", + "Changing to logg=4.50 for T= 39842 logg=3.56\n", + "Changing to logg=3.50 for T= 28746 logg=3.07\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=0.00 for T= 3997 logg=-0.39\n", + "Changing to logg=3.00 for T= 22329 logg=2.64\n", + "Changing to logg=4.50 for T= 44438 logg=3.57\n", + "Changing to logg=4.50 for T= 40054 logg=3.39\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=4.00 for T= 33634 logg=3.86\n", + "Changing to logg=2.50 for T= 18594 logg=2.33\n", + "Changing to logg=2.50 for T= 12718 logg=1.95\n", + "Changing to logg=0.00 for T= 4164 logg=-0.21\n", + "Changing to logg=0.00 for T= 4524 logg=-0.42\n", + "Changing to logg=3.00 for T= 20136 logg=2.18\n", + "Changing to logg=4.00 for T= 36215 logg=3.22\n", + "Changing to logg=4.00 for T= 37002 logg=3.43\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=0.00 for T= 4144 logg=-0.11\n", + "Changing to logg=2.00 for T= 11274 logg=1.13\n", + "Changing to logg=4.00 for T= 37696 logg=3.27\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=4.00 for T= 32438 logg=3.28\n", + "Changing to logg=2.50 for T= 12718 logg=1.95\n", + "Changing to logg=3.00 for T= 23358 logg=2.45\n", + "Changing to logg=2.00 for T= 11672 logg=1.20\n", + "Changing to logg=4.00 for T= 37458 logg=3.46\n", + "Changing to logg=4.50 for T= 43216 logg=4.36\n", + "Changing to logg=4.00 for T= 33539 logg=3.97\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=0.00 for T= 3997 logg=-0.39\n", + "Changing to logg=0.00 for T= 3998 logg=-0.33\n", + "Changing to logg=3.00 for T= 21217 logg=2.24\n", + "Changing to logg=2.50 for T= 13908 logg=1.50\n", + "Changing to logg=4.00 for T= 32737 logg=3.96\n", + "Changing to logg=4.50 for T= 44142 logg=3.55\n", + "Changing to logg=2.50 for T= 12561 logg=1.93\n", + "Changing to logg=2.00 for T= 9740 logg=0.90\n", + "Changing to T= 50000 for T= 50389 logg=3.78\n", + "Changing to logg=5.00 for T= 50389 logg=3.78\n", + "Changing to logg=4.00 for T= 33048 logg=3.05\n", + "Changing to logg=4.00 for T= 32137 logg=3.85\n", + "Changing to logg=3.00 for T= 24401 logg=2.71\n", + "Changing to logg=4.00 for T= 32475 logg=3.99\n", + "Changing to T= 50000 for T= 52009 logg=4.12\n", + "Changing to logg=5.00 for T= 52009 logg=4.12\n", + "Changing to logg=3.00 for T= 21447 logg=2.57\n", + "Changing to logg=3.50 for T= 28081 logg=2.76\n", + "Changing to logg=3.00 for T= 22637 logg=2.59\n", + "Changing to T= 50000 for T= 74922 logg=4.82\n", + "Changing to logg=5.00 for T= 74922 logg=4.82\n", + "Changing to T= 50000 for T= 95163 logg=4.88\n", + "Changing to logg=5.00 for T= 95163 logg=4.88\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=4.00 for T= 37545 logg=3.28\n", + "Changing to logg=2.50 for T= 12561 logg=1.93\n", + "Changing to T= 50000 for T= 55325 logg=3.93\n", + "Changing to logg=5.00 for T= 55325 logg=3.93\n", + "Changing to logg=0.00 for T= 3997 logg=-0.36\n", + "Changing to logg=4.00 for T= 38104 logg=3.28\n", + "Changing to logg=4.50 for T= 46762 logg=3.65\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=4.00 for T= 37113 logg=3.44\n", + "Changing to T= 50000 for T=115030 logg=5.23\n", + "Changing to logg=5.00 for T=115030 logg=5.23\n", + "Changing to logg=4.50 for T= 45080 logg=3.86\n", + "Changing to logg=0.00 for T= 3997 logg=-0.39\n", + "Changing to logg=2.00 for T= 10127 logg=0.96\n", + "Changing to logg=3.50 for T= 27107 logg=2.90\n", + "Changing to logg=0.00 for T= 4531 logg=-0.42\n", + "Changing to logg=4.00 for T= 32215 logg=2.98\n", + "Changing to logg=4.00 for T= 31546 logg=3.83\n", + "Changing to logg=3.00 for T= 22713 logg=2.35\n", + "Changing to logg=3.00 for T= 21118 logg=2.55\n", + "Changing to logg=4.50 for T= 44511 logg=4.36\n", + "Changing to logg=2.50 for T= 18524 logg=2.25\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=2.50 for T= 12718 logg=1.95\n", + "Changing to logg=4.00 for T= 32451 logg=3.99\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=2.00 for T= 9804 logg=0.91\n", + "Changing to logg=2.50 for T= 12837 logg=1.34\n", + "Changing to logg=3.50 for T= 27778 logg=2.74\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=5.00 for T= 49246 logg=3.95\n", + "Changing to logg=2.50 for T= 14134 logg=1.78\n", + "Changing to logg=0.00 for T= 3998 logg=-0.33\n", + "Changing to logg=4.00 for T= 33622 logg=3.34\n", + "Changing to logg=3.50 for T= 26928 logg=3.43\n", + "Changing to logg=4.00 for T= 33539 logg=3.97\n", + "Changing to logg=2.50 for T= 15341 logg=1.93\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=4.50 for T= 42384 logg=3.50\n", + "Changing to logg=4.00 for T= 31297 logg=2.96\n", + "Changing to logg=3.50 for T= 28557 logg=2.99\n", + "Changing to logg=4.00 for T= 35427 logg=3.17\n", + "Changing to logg=0.00 for T= 3950 logg=-0.38\n", + "Changing to logg=4.00 for T= 31663 logg=3.95\n", + "Changing to logg=3.00 for T= 19049 logg=2.09\n", + "Changing to logg=3.00 for T= 25145 logg=2.84\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=2.50 for T= 12718 logg=1.95\n", + "Changing to T= 50000 for T= 83620 logg=5.48\n", + "Changing to logg=5.00 for T= 83620 logg=5.48\n", + "Changing to logg=4.50 for T= 41588 logg=4.33\n", + "Changing to logg=4.00 for T= 31468 logg=3.73\n", + "Changing to logg=2.00 for T= 10174 logg=0.96\n", + "Changing to logg=3.00 for T= 22050 logg=2.34\n", + "Changing to logg=3.00 for T= 24227 logg=2.49\n", + "Changing to logg=4.00 for T= 33080 logg=3.97\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=3.00 for T= 21010 logg=2.46\n", + "Changing to logg=4.00 for T= 31109 logg=3.90\n", + "Changing to logg=2.50 for T= 12718 logg=1.95\n", + "Changing to logg=3.00 for T= 22900 logg=2.40\n", + "Changing to logg=4.00 for T= 32492 logg=3.66\n", + "Changing to logg=2.50 for T= 15788 logg=2.06\n", + "Changing to logg=3.50 for T= 26275 logg=3.40\n", + "Changing to T= 50000 for T= 76883 logg=4.88\n", + "Changing to logg=5.00 for T= 76883 logg=4.88\n", + "Changing to T= 50000 for T= 56136 logg=4.20\n", + "Changing to logg=5.00 for T= 56136 logg=4.20\n", + "Changing to logg=0.00 for T= 4144 logg=-0.11\n", + "Changing to logg=4.00 for T= 31573 logg=3.83\n", + "Changing to logg=0.00 for T= 3998 logg=-0.33\n", + "Changing to logg=4.00 for T= 33539 logg=3.97\n", + "Changing to T= 50000 for T= 78708 logg=4.53\n", + "Changing to logg=5.00 for T= 78708 logg=4.53\n", + "Changing to logg=4.00 for T= 34782 logg=3.15\n", + "Changing to logg=3.50 for T= 29068 logg=3.02\n", + "Changing to logg=0.00 for T= 4278 logg=-0.49\n", + "Changing to logg=4.00 for T= 33539 logg=3.97\n", + "Changing to logg=0.00 for T= 3998 logg=-0.36\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=4.00 for T= 33558 logg=3.97\n", + "Changing to T= 50000 for T= 90402 logg=5.15\n", + "Changing to logg=5.00 for T= 90402 logg=5.15\n", + "Changing to T= 50000 for T= 67144 logg=4.28\n", + "Changing to logg=5.00 for T= 67144 logg=4.28\n", + "Changing to logg=4.50 for T= 46385 logg=4.32\n", + "Changing to logg=3.00 for T= 21097 logg=2.54\n", + "Changing to logg=4.00 for T= 34005 logg=3.99\n", + "Changing to T= 50000 for T= 62584 logg=4.42\n", + "Changing to logg=5.00 for T= 62584 logg=4.42\n", + "Changing to logg=0.00 for T= 4124 logg=-0.51\n", + "Changing to logg=0.00 for T= 3950 logg=-0.38\n", + "Changing to T= 50000 for T= 59039 logg=4.30\n", + "Changing to logg=5.00 for T= 59039 logg=4.30\n", + "Changing to T= 50000 for T= 89646 logg=5.09\n", + "Changing to logg=5.00 for T= 89646 logg=5.09\n", + "Changing to logg=2.50 for T= 12718 logg=1.95\n", + "Changing to T= 50000 for T=103889 logg=5.04\n", + "Changing to logg=5.00 for T=103889 logg=5.04\n", + "Changing to logg=3.50 for T= 30588 logg=2.92\n", + "Changing to logg=4.00 for T= 32165 logg=3.96\n", + "Changing to logg=4.00 for T= 34871 logg=3.41\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=4.50 for T= 39602 logg=3.63\n", + "Changing to logg=4.00 for T= 31483 logg=3.84\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=1.00 for T= 8242 logg=0.85\n", + "Changing to logg=0.00 for T= 3997 logg=-0.39\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to T= 50000 for T= 50163 logg=3.77\n", + "Changing to logg=5.00 for T= 50163 logg=3.77\n", + "Changing to T= 50000 for T= 62435 logg=4.41\n", + "Changing to logg=5.00 for T= 62435 logg=4.41\n", + "Changing to logg=3.00 for T= 23364 logg=2.65\n", + "Changing to logg=2.50 for T= 12718 logg=1.95\n", + "Changing to logg=4.00 for T= 36338 logg=3.89\n", + "Changing to logg=4.00 for T= 33539 logg=3.97\n", + "Changing to logg=0.00 for T= 3950 logg=-0.38\n", + "Changing to logg=0.00 for T= 3998 logg=-0.33\n", + "Changing to logg=4.00 for T= 32266 logg=3.27\n", + "Changing to logg=2.50 for T= 12561 logg=1.93\n", + "Changing to logg=3.50 for T= 27521 logg=2.73\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=4.00 for T= 33918 logg=3.29\n", + "Changing to logg=4.00 for T= 32840 logg=3.97\n", + "Changing to logg=3.50 for T= 28511 logg=2.80\n", + "Changing to logg=2.50 for T= 12718 logg=1.95\n", + "Changing to logg=2.50 for T= 12718 logg=1.95\n", + "Changing to logg=3.00 for T= 20687 logg=2.51\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=3.00 for T= 23454 logg=2.72\n", + "Changing to T= 50000 for T= 86127 logg=5.03\n", + "Changing to logg=5.00 for T= 86127 logg=5.03\n", + "Changing to logg=4.50 for T= 39074 logg=3.34\n", + "Changing to logg=3.50 for T= 28153 logg=2.96\n", + "Changing to logg=0.00 for T= 3950 logg=-0.38\n", + "Changing to T= 50000 for T= 57768 logg=4.32\n", + "Changing to logg=5.00 for T= 57768 logg=4.32\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to T= 50000 for T= 79788 logg=4.90\n", + "Changing to logg=5.00 for T= 79788 logg=4.90\n", + "Changing to logg=2.50 for T= 17227 logg=1.89\n", + "Changing to logg=0.00 for T= 3997 logg=-0.39\n", + "Changing to logg=4.00 for T= 31233 logg=3.83\n", + "Changing to logg=1.50 for T= 8768 logg=0.96\n", + "Changing to logg=4.50 for T= 40319 logg=3.41\n", + "Changing to logg=0.00 for T= 3998 logg=-0.36\n", + "Changing to logg=3.50 for T= 26352 logg=2.85\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=3.00 for T= 23116 logg=2.70\n", + "Changing to T= 50000 for T= 87084 logg=5.05\n", + "Changing to logg=5.00 for T= 87084 logg=5.05\n", + "Changing to logg=3.00 for T= 22731 logg=2.38\n", + "Changing to logg=3.50 for T= 27796 logg=2.95\n", + "Changing to logg=3.50 for T= 28279 logg=2.75\n", + "Changing to logg=3.00 for T= 20719 logg=2.43\n", + "Changing to T= 50000 for T= 57412 logg=4.22\n", + "Changing to logg=5.00 for T= 57412 logg=4.22\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=2.00 for T= 9201 logg=1.18\n", + "Changing to logg=4.00 for T= 31259 logg=3.83\n", + "Changing to logg=3.00 for T= 19292 logg=2.32\n", + "Changing to logg=3.00 for T= 19444 logg=2.32\n", + "Changing to logg=3.00 for T= 19187 logg=2.09\n", + "Changing to logg=4.00 for T= 32089 logg=3.93\n", + "Changing to logg=2.50 for T= 16344 logg=1.78\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=4.00 for T= 31779 logg=3.65\n", + "Changing to logg=0.00 for T= 3950 logg=-0.38\n", + "Changing to logg=4.00 for T= 32705 logg=3.97\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=4.00 for T= 32458 logg=3.01\n", + "Changing to logg=4.50 for T= 44994 logg=3.60\n", + "Changing to T= 50000 for T= 78139 logg=4.89\n", + "Changing to logg=5.00 for T= 78139 logg=4.89\n", + "Changing to logg=3.00 for T= 25653 logg=2.81\n", + "Changing to logg=4.00 for T= 32018 logg=3.61\n", + "Changing to logg=2.50 for T= 14308 logg=1.55\n", + "Changing to logg=2.50 for T= 12187 logg=1.27\n", + "Changing to logg=2.50 for T= 12718 logg=1.95\n", + "Changing to logg=4.00 for T= 33752 logg=3.28\n", + "Changing to logg=2.50 for T= 18431 logg=1.99\n", + "Changing to logg=0.00 for T= 3998 logg=-0.36\n", + "Changing to logg=2.50 for T= 18387 logg=2.31\n", + "Changing to logg=2.50 for T= 13082 logg=1.41\n", + "Changing to logg=3.00 for T= 21938 logg=2.28\n", + "Changing to logg=2.50 for T= 12718 logg=1.95\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=2.50 for T= 12718 logg=1.95\n", + "Changing to logg=0.00 for T= 4575 logg=-0.42\n", + "Changing to logg=0.00 for T= 3998 logg=-0.33\n", + "Changing to logg=2.50 for T= 12718 logg=1.95\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=0.00 for T= 3998 logg=-0.33\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to T= 50000 for T= 54349 logg=4.14\n", + "Changing to logg=5.00 for T= 54349 logg=4.14\n", + "Changing to logg=3.00 for T= 21843 logg=2.53\n", + "Changing to logg=0.00 for T= 3926 logg=-0.48\n", + "Changing to logg=2.50 for T= 12933 logg=1.37\n", + "Changing to logg=0.00 for T= 4144 logg=-0.11\n", + "Changing to T= 50000 for T= 69440 logg=4.64\n", + "Changing to logg=5.00 for T= 69440 logg=4.64\n", + "Changing to logg=0.50 for T= 6491 logg=0.44\n", + "Changing to logg=0.00 for T= 3950 logg=-0.38\n", + "Changing to logg=3.50 for T= 29607 logg=3.12\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=3.00 for T= 19167 logg=2.38\n", + "Changing to logg=3.00 for T= 20743 logg=2.18\n", + "Changing to logg=0.00 for T= 3975 logg=-0.43\n", + "Changing to T= 50000 for T=105475 logg=5.05\n", + "Changing to logg=5.00 for T=105475 logg=5.05\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=2.50 for T= 12561 logg=1.93\n", + "Changing to T= 50000 for T= 95589 logg=4.89\n", + "Changing to logg=5.00 for T= 95589 logg=4.89\n", + "Changing to logg=0.00 for T= 3950 logg=-0.38\n", + "Changing to logg=4.00 for T= 37311 logg=3.53\n", + "Changing to logg=1.00 for T= 8218 logg=0.85\n", + "Changing to logg=0.00 for T= 3998 logg=-0.33\n", + "Changing to logg=3.00 for T= 25777 logg=2.88\n", + "Changing to T= 50000 for T= 61234 logg=4.33\n", + "Changing to logg=5.00 for T= 61234 logg=4.33\n", + "Changing to logg=3.50 for T= 30541 logg=2.92\n", + "Changing to logg=2.50 for T= 11931 logg=1.21\n", + "Changing to logg=2.50 for T= 12718 logg=1.95\n", + "Changing to logg=3.00 for T= 25287 logg=2.85\n", + "Changing to logg=3.00 for T= 20590 logg=2.50\n", + "Changing to logg=2.50 for T= 15139 logg=1.63\n", + "Changing to logg=4.00 for T= 32573 logg=3.02\n", + "Changing to logg=0.00 for T= 3950 logg=-0.38\n", + "Changing to logg=2.50 for T= 12786 logg=1.37\n", + "Changing to T= 50000 for T= 63320 logg=4.18\n", + "Changing to logg=5.00 for T= 63320 logg=4.18\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=0.00 for T= 4144 logg=-0.11\n", + "Changing to logg=4.50 for T= 41303 logg=3.44\n", + "Changing to logg=3.00 for T= 23542 logg=2.37\n", + "Changing to logg=0.00 for T= 3950 logg=-0.38\n", + "Changing to T= 50000 for T= 68011 logg=4.56\n", + "Changing to logg=5.00 for T= 68011 logg=4.56\n", + "Changing to logg=2.50 for T= 14588 logg=1.60\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=3.00 for T= 24826 logg=2.82\n", + "Changing to logg=4.00 for T= 33999 logg=3.98\n", + "Changing to logg=4.50 for T= 44674 logg=3.56\n", + "Changing to logg=3.50 for T= 29870 logg=3.14\n", + "Changing to logg=4.00 for T= 32551 logg=3.99\n", + "Changing to logg=2.50 for T= 14303 logg=1.57\n", + "Changing to logg=4.00 for T= 31957 logg=3.74\n", + "Changing to logg=2.50 for T= 12718 logg=1.95\n", + "Changing to logg=3.50 for T= 29334 logg=3.03\n", + "Changing to logg=0.00 for T= 3998 logg=-0.33\n", + "Changing to T= 50000 for T= 78053 logg=4.93\n", + "Changing to logg=5.00 for T= 78053 logg=4.93\n", + "Changing to logg=3.00 for T= 22428 logg=2.34\n", + "Changing to logg=0.00 for T= 3950 logg=-0.38\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=0.00 for T= 3998 logg=-0.33\n", + "Changing to logg=0.00 for T= 4144 logg=-0.11\n", + "Changing to logg=4.00 for T= 32485 logg=3.03\n", + "Changing to logg=4.00 for T= 31841 logg=3.85\n", + "Changing to logg=0.00 for T= 3997 logg=-0.36\n", + "Changing to logg=0.00 for T= 3997 logg=-0.36\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=4.00 for T= 33294 logg=3.84\n", + "Changing to logg=0.00 for T= 3998 logg=-0.33\n", + "Changing to logg=2.00 for T= 11041 logg=1.08\n", + "Changing to logg=4.00 for T= 33539 logg=3.97\n", + "Changing to logg=4.50 for T= 42436 logg=4.35\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=2.50 for T= 17397 logg=1.89\n", + "Changing to logg=0.00 for T= 3967 logg=-0.42\n", + "Changing to T= 50000 for T= 50863 logg=3.97\n", + "Changing to logg=5.00 for T= 50863 logg=3.97\n", + "Changing to logg=2.00 for T= 11070 logg=1.12\n", + "Changing to logg=0.00 for T= 4183 logg=-0.51\n", + "Changing to logg=0.00 for T= 3997 logg=-0.39\n", + "Changing to logg=3.00 for T= 21072 logg=2.26\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=0.50 for T= 6965 logg=0.31\n", + "Changing to logg=0.00 for T= 3998 logg=-0.36\n", + "Changing to logg=4.50 for T= 41118 logg=3.43\n", + "Changing to logg=4.00 for T= 31312 logg=3.99\n", + "Changing to logg=0.00 for T= 3950 logg=-0.38\n", + "Changing to logg=2.00 for T= 9689 logg=0.87\n", + "Changing to logg=4.00 for T= 33313 logg=4.00\n", + "Changing to logg=3.50 for T= 26284 logg=3.42\n", + "Changing to logg=0.00 for T= 3950 logg=-0.38\n", + "Changing to T= 50000 for T= 53343 logg=4.17\n", + "Changing to logg=5.00 for T= 53343 logg=4.17\n", + "Changing to T= 50000 for T= 65145 logg=4.22\n", + "Changing to logg=5.00 for T= 65145 logg=4.22\n", + "Changing to logg=3.00 for T= 23136 logg=2.40\n", + "Changing to logg=3.00 for T= 21648 logg=2.29\n", + "Changing to T= 50000 for T= 74748 logg=4.79\n", + "Changing to logg=5.00 for T= 74748 logg=4.79\n", + "Changing to T= 50000 for T=122481 logg=5.32\n", + "Changing to logg=5.00 for T=122481 logg=5.32\n", + "Changing to T= 50000 for T= 65983 logg=4.52\n", + "Changing to logg=5.00 for T= 65983 logg=4.52\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=4.00 for T= 33539 logg=3.97\n", + "Changing to logg=2.50 for T= 12561 logg=1.93\n", + "Changing to logg=3.50 for T= 30993 logg=3.13\n", + "Changing to T= 50000 for T= 64292 logg=4.47\n", + "Changing to logg=5.00 for T= 64292 logg=4.47\n", + "Changing to logg=1.50 for T= 8984 logg=0.76\n", + "Changing to logg=0.00 for T= 4183 logg=-0.07\n", + "Changing to logg=0.00 for T= 3998 logg=-0.33\n", + "Changing to logg=2.50 for T= 11942 logg=1.83\n", + "Changing to logg=3.50 for T= 26289 logg=3.42\n", + "Making photometry for isochrone: log(t) = 7.00 AKs = 0.00 dist = 1000\n", + " Starting at: 2021-08-13 11:06:20.867185 Usually takes ~5 minutes\n", + "Starting filter: ubv,U Elapsed time: 0.00 seconds\n", + "Starting synthetic photometry\n", + "M = 9.500 Msun T = 26977 K m_ubv_U = 6.74\n", + "M = 8.500 Msun T = 25805 K m_ubv_U = 7.13\n", + "M = 15.849 Msun T = nan K m_ubv_U = nan\n", + "M = 3.981 Msun T = nan K m_ubv_U = nan\n", + "M = 6.310 Msun T = nan K m_ubv_U = nan\n", + "M = 23.000 Msun T = 127803 K m_ubv_U = 8.44\n", + "M = 19.000 Msun T = 11953 K m_ubv_U = 2.10\n", + "M = 17.000 Msun T = 29685 K m_ubv_U = 4.36\n", + "M = 19.953 Msun T = nan K m_ubv_U = nan\n", + "M = 3.981 Msun T = nan K m_ubv_U = nan\n", + "M = 20.000 Msun T = 26486 K m_ubv_U = 3.23\n", + "M = 18.000 Msun T = 29119 K m_ubv_U = 4.09\n", + "M = 19.000 Msun T = 11953 K m_ubv_U = 2.10\n", + "M = 7.943 Msun T = nan K m_ubv_U = nan\n", + "M = 6.310 Msun T = nan K m_ubv_U = nan\n", + "M = 13.000 Msun T = 30037 K m_ubv_U = 5.62\n", + "M = 1.995 Msun T = 3090 K m_ubv_U = 28.16\n", + "M = 3.162 Msun T = 3090 K m_ubv_U = 28.32\n", + "M = 15.000 Msun T = 30279 K m_ubv_U = 4.96\n", + "M = 3.981 Msun T = nan K m_ubv_U = nan\n", + "M = 25.119 Msun T = nan K m_ubv_U = nan\n", + "M = 3.981 Msun T = nan K m_ubv_U = nan\n", + "M = 10.000 Msun T = 27642 K m_ubv_U = 6.62\n", + "M = 16.000 Msun T = 30080 K m_ubv_U = 4.65\n", + "M = 13.000 Msun T = 30037 K m_ubv_U = 5.62\n", + "M = 21.000 Msun T = 11491 K m_ubv_U = 1.43\n", + "M = 8.500 Msun T = 25805 K m_ubv_U = 7.13\n", + "M = 11.000 Msun T = 28461 K m_ubv_U = 6.21\n", + "M = 18.000 Msun T = 29119 K m_ubv_U = 4.09\n", + "M = 17.000 Msun T = 29685 K m_ubv_U = 4.36\n", + "M = 19.953 Msun T = nan K m_ubv_U = nan\n", + "M = 1.995 Msun T = 3090 K m_ubv_U = 28.16\n", + "M = 3.162 Msun T = 3090 K m_ubv_U = 28.32\n", + "M = 19.000 Msun T = 11953 K m_ubv_U = 2.10\n", + "M = 17.000 Msun T = 29685 K m_ubv_U = 4.36\n", + "M = 1.995 Msun T = 3090 K m_ubv_U = 28.16\n", + "M = 18.000 Msun T = 29119 K m_ubv_U = 4.09\n", + "M = 17.000 Msun T = 29685 K m_ubv_U = 4.36\n", + "M = 17.000 Msun T = 29685 K m_ubv_U = 4.36\n", + "M = 19.000 Msun T = 11953 K m_ubv_U = 2.10\n", + "M = 15.000 Msun T = 30279 K m_ubv_U = 4.96\n", + "M = 18.000 Msun T = 29119 K m_ubv_U = 4.09\n", + "M = 1.400 Msun T = 3090 K m_ubv_U = 28.08\n", + "M = 10.000 Msun T = nan K m_ubv_U = nan\n", + "M = 23.000 Msun T = 23329 K m_ubv_U = 2.36\n", + "M = 17.000 Msun T = 29685 K m_ubv_U = 4.36\n", + "M = 15.849 Msun T = nan K m_ubv_U = nan\n", + "M = 12.589 Msun T = nan K m_ubv_U = nan\n", + "M = 23.000 Msun T = 10030 K m_ubv_U = 1.13\n", + "M = 22.000 Msun T = 201085 K m_ubv_U = 9.22\n", + "M = 1.400 Msun T = nan K m_ubv_U = nan\n", + "M = 6.800 Msun T = 24284 K m_ubv_U = 7.98\n", + "M = 17.000 Msun T = 29679 K m_ubv_U = 4.36\n", + "M = 12.000 Msun T = 29622 K m_ubv_U = 6.00\n", + "M = 9.000 Msun T = 26339 K m_ubv_U = 6.89\n", + "M = 16.100 Msun T = 29012 K m_ubv_U = 4.88\n", + "M = 1.900 Msun T = 11240 K m_ubv_U = 11.83\n", + "M = 10.200 Msun T = 30016 K m_ubv_U = 6.73\n", + "M = 35.000 Msun T = 67809 K m_ubv_U = 5.93\n", + "M = 19.000 Msun T = 11942 K m_ubv_U = 2.10\n", + "M = 10.000 Msun T = 29174 K m_ubv_U = 6.77\n", + "M = 16.200 Msun T = 34251 K m_ubv_U = 4.99\n", + "M = 5.700 Msun T = 22094 K m_ubv_U = 8.47\n", + "M = 22.000 Msun T = 69383 K m_ubv_U = 6.98\n", + "M = 16.000 Msun T = 30076 K m_ubv_U = 4.65\n", + "M = 7.800 Msun T = 26175 K m_ubv_U = 7.57\n", + "M = 20.000 Msun T = 4144 K m_ubv_U = 6.01\n", + "M = 10.000 Msun T = 27641 K m_ubv_U = 6.62\n", + "M = 12.000 Msun T = 32222 K m_ubv_U = 6.14\n", + "M = 17.000 Msun T = 29314 K m_ubv_U = 4.30\n", + "M = 50.000 Msun T = 26457 K m_ubv_U = 4.35\n", + "M = 11.000 Msun T = 28462 K m_ubv_U = 6.20\n", + "M = 2.000 Msun T = 11677 K m_ubv_U = 11.64\n", + "M = 6.400 Msun T = 23549 K m_ubv_U = 8.14\n", + "M = 6.500 Msun T = 23738 K m_ubv_U = 8.10\n", + "M = 14.700 Msun T = 32704 K m_ubv_U = 5.34\n", + "M = 0.850 Msun T = 5742 K m_ubv_U = 15.89\n", + "M = 4.400 Msun T = 19127 K m_ubv_U = 9.20\n", + "M = 10.800 Msun T = 30825 K m_ubv_U = 6.54\n", + "M = 6.800 Msun T = 24328 K m_ubv_U = 7.97\n", + "M = 24.000 Msun T = 76883 K m_ubv_U = 7.43\n", + "M = 16.000 Msun T = 30076 K m_ubv_U = 4.65\n", + "M = 10.000 Msun T = 27641 K m_ubv_U = 6.62\n", + "M = 7.600 Msun T = 25815 K m_ubv_U = 7.65\n", + "M = 15.300 Msun T = 34143 K m_ubv_U = 5.21\n", + "M = 10.000 Msun T = 27641 K m_ubv_U = 6.62\n", + "M = 3.600 Msun T = 17023 K m_ubv_U = 9.78\n", + "M = 15.300 Msun T = 34143 K m_ubv_U = 5.21\n", + "M = 10.200 Msun T = 30016 K m_ubv_U = 6.73\n", + "M = 7.600 Msun T = 25815 K m_ubv_U = 7.65\n", + "M = 13.500 Msun T = 33441 K m_ubv_U = 5.70\n", + "M = 7.200 Msun T = 25077 K m_ubv_U = 7.81\n", + "M = 12.000 Msun T = 29563 K m_ubv_U = 5.98\n", + "M = 11.000 Msun T = 28462 K m_ubv_U = 6.20\n", + "M = 20.700 Msun T = 30303 K m_ubv_U = 3.82\n", + "M = 3.400 Msun T = 16457 K m_ubv_U = 9.95\n", + "M = 30.000 Msun T = 78053 K m_ubv_U = 7.63\n", + "M = 20.000 Msun T = 4183 K m_ubv_U = 5.93\n", + "M = 13.800 Msun T = 32235 K m_ubv_U = 5.66\n", + "M = 15.400 Msun T = nan K m_ubv_U = nan\n", + "M = 15.000 Msun T = 31233 K m_ubv_U = 5.12\n", + "Starting filter: ubv,V Elapsed time: 16.77 seconds\n", + "Starting synthetic photometry\n", + "M = 9.500 Msun T = 26977 K m_ubv_V = 7.92\n", + "M = 8.500 Msun T = 25805 K m_ubv_V = 8.28\n", + "M = 15.849 Msun T = nan K m_ubv_V = nan\n", + "M = 3.981 Msun T = nan K m_ubv_V = nan\n", + "M = 6.310 Msun T = nan K m_ubv_V = nan\n", + "M = 23.000 Msun T = 127803 K m_ubv_V = 9.88\n", + "M = 19.000 Msun T = 11953 K m_ubv_V = 2.61\n", + "M = 17.000 Msun T = 29685 K m_ubv_V = 5.65\n", + "M = 19.953 Msun T = nan K m_ubv_V = nan\n", + "M = 3.981 Msun T = nan K m_ubv_V = nan\n", + "M = 20.000 Msun T = 26486 K m_ubv_V = 4.45\n", + "M = 18.000 Msun T = 29119 K m_ubv_V = 5.37\n", + "M = 19.000 Msun T = 11953 K m_ubv_V = 2.61\n", + "M = 7.943 Msun T = nan K m_ubv_V = nan\n", + "M = 6.310 Msun T = nan K m_ubv_V = nan\n", + "M = 13.000 Msun T = 30037 K m_ubv_V = 6.89\n", + "M = 1.995 Msun T = 3090 K m_ubv_V = 24.52\n", + "M = 3.162 Msun T = 3090 K m_ubv_V = 24.52\n", + "M = 15.000 Msun T = 30279 K m_ubv_V = 6.25\n", + "M = 3.981 Msun T = nan K m_ubv_V = nan\n", + "M = 25.119 Msun T = nan K m_ubv_V = nan\n", + "M = 3.981 Msun T = nan K m_ubv_V = nan\n", + "M = 10.000 Msun T = 27642 K m_ubv_V = 7.82\n", + "M = 16.000 Msun T = 30080 K m_ubv_V = 5.94\n", + "M = 13.000 Msun T = 30037 K m_ubv_V = 6.89\n", + "M = 21.000 Msun T = 11491 K m_ubv_V = 1.93\n", + "M = 8.500 Msun T = 25805 K m_ubv_V = 8.28\n", + "M = 11.000 Msun T = 28461 K m_ubv_V = 7.44\n", + "M = 18.000 Msun T = 29119 K m_ubv_V = 5.37\n", + "M = 17.000 Msun T = 29685 K m_ubv_V = 5.65\n", + "M = 19.953 Msun T = nan K m_ubv_V = nan\n", + "M = 1.995 Msun T = 3090 K m_ubv_V = 24.52\n", + "M = 3.162 Msun T = 3090 K m_ubv_V = 24.52\n", + "M = 19.000 Msun T = 11953 K m_ubv_V = 2.61\n", + "M = 17.000 Msun T = 29685 K m_ubv_V = 5.65\n", + "M = 1.995 Msun T = 3090 K m_ubv_V = 24.52\n", + "M = 18.000 Msun T = 29119 K m_ubv_V = 5.37\n", + "M = 17.000 Msun T = 29685 K m_ubv_V = 5.65\n", + "M = 17.000 Msun T = 29685 K m_ubv_V = 5.65\n", + "M = 19.000 Msun T = 11953 K m_ubv_V = 2.61\n", + "M = 15.000 Msun T = 30279 K m_ubv_V = 6.25\n", + "M = 18.000 Msun T = 29119 K m_ubv_V = 5.37\n", + "M = 1.400 Msun T = 3090 K m_ubv_V = 24.51\n", + "M = 10.000 Msun T = nan K m_ubv_V = nan\n", + "M = 23.000 Msun T = 23329 K m_ubv_V = 3.52\n", + "M = 17.000 Msun T = 29685 K m_ubv_V = 5.65\n", + "M = 15.849 Msun T = nan K m_ubv_V = nan\n", + "M = 12.589 Msun T = nan K m_ubv_V = nan\n", + "M = 23.000 Msun T = 10030 K m_ubv_V = 1.41\n", + "M = 22.000 Msun T = 201085 K m_ubv_V = 10.65\n", + "M = 1.400 Msun T = nan K m_ubv_V = nan\n", + "M = 6.800 Msun T = 24284 K m_ubv_V = 9.06\n", + "M = 17.000 Msun T = 29679 K m_ubv_V = 5.65\n", + "M = 12.000 Msun T = 29622 K m_ubv_V = 7.26\n", + "M = 9.000 Msun T = 26339 K m_ubv_V = 8.05\n", + "M = 16.100 Msun T = 29012 K m_ubv_V = 6.12\n", + "M = 1.900 Msun T = 11240 K m_ubv_V = 12.06\n", + "M = 10.200 Msun T = 30016 K m_ubv_V = 7.98\n", + "M = 35.000 Msun T = 67809 K m_ubv_V = 7.37\n", + "M = 19.000 Msun T = 11942 K m_ubv_V = 2.60\n", + "M = 10.000 Msun T = 29174 K m_ubv_V = 8.01\n", + "M = 16.200 Msun T = 34251 K m_ubv_V = 6.35\n", + "M = 5.700 Msun T = 22094 K m_ubv_V = 9.48\n", + "M = 22.000 Msun T = 69383 K m_ubv_V = 8.41\n", + "M = 16.000 Msun T = 30076 K m_ubv_V = 5.94\n", + "M = 7.800 Msun T = 26175 K m_ubv_V = 8.72\n", + "M = 20.000 Msun T = 4144 K m_ubv_V = 2.88\n", + "M = 10.000 Msun T = 27641 K m_ubv_V = 7.82\n", + "M = 12.000 Msun T = 32222 K m_ubv_V = 7.45\n", + "M = 17.000 Msun T = 29314 K m_ubv_V = 5.58\n", + "M = 50.000 Msun T = 26457 K m_ubv_V = 5.56\n", + "M = 11.000 Msun T = 28462 K m_ubv_V = 7.43\n", + "M = 2.000 Msun T = 11677 K m_ubv_V = 11.93\n", + "M = 6.400 Msun T = 23549 K m_ubv_V = 9.20\n", + "M = 6.500 Msun T = 23738 K m_ubv_V = 9.17\n", + "M = 14.700 Msun T = 32704 K m_ubv_V = 6.67\n", + "M = 0.850 Msun T = 5742 K m_ubv_V = 15.41\n", + "M = 4.400 Msun T = 19127 K m_ubv_V = 10.08\n", + "M = 10.800 Msun T = 30825 K m_ubv_V = 7.82\n", + "M = 6.800 Msun T = 24328 K m_ubv_V = 9.06\n", + "M = 24.000 Msun T = 76883 K m_ubv_V = 8.86\n", + "M = 16.000 Msun T = 30076 K m_ubv_V = 5.94\n", + "M = 10.000 Msun T = 27641 K m_ubv_V = 7.82\n", + "M = 7.600 Msun T = 25815 K m_ubv_V = 8.78\n", + "M = 15.300 Msun T = 34143 K m_ubv_V = 6.57\n", + "M = 10.000 Msun T = 27641 K m_ubv_V = 7.82\n", + "M = 3.600 Msun T = 17023 K m_ubv_V = 10.54\n", + "M = 15.300 Msun T = 34143 K m_ubv_V = 6.57\n", + "M = 10.200 Msun T = 30016 K m_ubv_V = 7.98\n", + "M = 7.600 Msun T = 25815 K m_ubv_V = 8.78\n", + "M = 13.500 Msun T = 33441 K m_ubv_V = 7.03\n", + "M = 7.200 Msun T = 25077 K m_ubv_V = 8.92\n", + "M = 12.000 Msun T = 29563 K m_ubv_V = 7.23\n", + "M = 11.000 Msun T = 28462 K m_ubv_V = 7.43\n", + "M = 20.700 Msun T = 30303 K m_ubv_V = 5.12\n", + "M = 3.400 Msun T = 16457 K m_ubv_V = 10.67\n", + "M = 30.000 Msun T = 78053 K m_ubv_V = 9.06\n", + "M = 20.000 Msun T = 4183 K m_ubv_V = 2.89\n", + "M = 13.800 Msun T = 32235 K m_ubv_V = 6.98\n", + "M = 15.400 Msun T = nan K m_ubv_V = nan\n", + "M = 15.000 Msun T = 31233 K m_ubv_V = 6.43\n", + "Starting filter: ubv,B Elapsed time: 32.95 seconds\n", + "Starting synthetic photometry\n", + "M = 9.500 Msun T = 26977 K m_ubv_B = 7.67\n", + "M = 8.500 Msun T = 25805 K m_ubv_B = 8.03\n", + "M = 15.849 Msun T = nan K m_ubv_B = nan\n", + "M = 3.981 Msun T = nan K m_ubv_B = nan\n", + "M = 6.310 Msun T = nan K m_ubv_B = nan\n", + "M = 23.000 Msun T = 127803 K m_ubv_B = 9.55\n", + "M = 19.000 Msun T = 11953 K m_ubv_B = 2.51\n", + "M = 17.000 Msun T = 29685 K m_ubv_B = 5.38\n", + "M = 19.953 Msun T = nan K m_ubv_B = nan\n", + "M = 3.981 Msun T = nan K m_ubv_B = nan\n", + "M = 20.000 Msun T = 26486 K m_ubv_B = 4.19\n", + "M = 18.000 Msun T = 29119 K m_ubv_B = 5.10\n", + "M = 19.000 Msun T = 11953 K m_ubv_B = 2.51\n", + "M = 7.943 Msun T = nan K m_ubv_B = nan\n", + "M = 6.310 Msun T = nan K m_ubv_B = nan\n", + "M = 13.000 Msun T = 30037 K m_ubv_B = 6.62\n", + "M = 1.995 Msun T = 3090 K m_ubv_B = 26.41\n", + "M = 3.162 Msun T = 3090 K m_ubv_B = 26.45\n", + "M = 15.000 Msun T = 30279 K m_ubv_B = 5.97\n", + "M = 3.981 Msun T = nan K m_ubv_B = nan\n", + "M = 25.119 Msun T = nan K m_ubv_B = nan\n", + "M = 3.981 Msun T = nan K m_ubv_B = nan\n", + "M = 10.000 Msun T = 27642 K m_ubv_B = 7.56\n", + "M = 16.000 Msun T = 30080 K m_ubv_B = 5.67\n", + "M = 13.000 Msun T = 30037 K m_ubv_B = 6.62\n", + "M = 21.000 Msun T = 11491 K m_ubv_B = 1.86\n", + "M = 8.500 Msun T = 25805 K m_ubv_B = 8.03\n", + "M = 11.000 Msun T = 28461 K m_ubv_B = 7.17\n", + "M = 18.000 Msun T = 29119 K m_ubv_B = 5.10\n", + "M = 17.000 Msun T = 29685 K m_ubv_B = 5.38\n", + "M = 19.953 Msun T = nan K m_ubv_B = nan\n", + "M = 1.995 Msun T = 3090 K m_ubv_B = 26.41\n", + "M = 3.162 Msun T = 3090 K m_ubv_B = 26.45\n", + "M = 19.000 Msun T = 11953 K m_ubv_B = 2.51\n", + "M = 17.000 Msun T = 29685 K m_ubv_B = 5.38\n", + "M = 1.995 Msun T = 3090 K m_ubv_B = 26.41\n", + "M = 18.000 Msun T = 29119 K m_ubv_B = 5.10\n", + "M = 17.000 Msun T = 29685 K m_ubv_B = 5.38\n", + "M = 17.000 Msun T = 29685 K m_ubv_B = 5.38\n", + "M = 19.000 Msun T = 11953 K m_ubv_B = 2.51\n", + "M = 15.000 Msun T = 30279 K m_ubv_B = 5.97\n", + "M = 18.000 Msun T = 29119 K m_ubv_B = 5.10\n", + "M = 1.400 Msun T = 3090 K m_ubv_B = 26.40\n", + "M = 10.000 Msun T = nan K m_ubv_B = nan\n", + "M = 23.000 Msun T = 23329 K m_ubv_B = 3.29\n", + "M = 17.000 Msun T = 29685 K m_ubv_B = 5.38\n", + "M = 15.849 Msun T = nan K m_ubv_B = nan\n", + "M = 12.589 Msun T = nan K m_ubv_B = nan\n", + "M = 23.000 Msun T = 10030 K m_ubv_B = 1.36\n", + "M = 22.000 Msun T = 201085 K m_ubv_B = 10.33\n", + "M = 1.400 Msun T = nan K m_ubv_B = nan\n", + "M = 6.800 Msun T = 24284 K m_ubv_B = 8.84\n", + "M = 17.000 Msun T = 29679 K m_ubv_B = 5.37\n", + "M = 12.000 Msun T = 29622 K m_ubv_B = 6.98\n", + "M = 9.000 Msun T = 26339 K m_ubv_B = 7.80\n", + "M = 16.100 Msun T = 29012 K m_ubv_B = 5.85\n", + "M = 1.900 Msun T = 11240 K m_ubv_B = 12.01\n", + "M = 10.200 Msun T = 30016 K m_ubv_B = 7.71\n", + "M = 35.000 Msun T = 67809 K m_ubv_B = 7.04\n", + "M = 19.000 Msun T = 11942 K m_ubv_B = 2.50\n", + "M = 10.000 Msun T = 29174 K m_ubv_B = 7.74\n", + "M = 16.200 Msun T = 34251 K m_ubv_B = 6.05\n", + "M = 5.700 Msun T = 22094 K m_ubv_B = 9.27\n", + "M = 22.000 Msun T = 69383 K m_ubv_B = 8.09\n", + "M = 16.000 Msun T = 30076 K m_ubv_B = 5.66\n", + "M = 7.800 Msun T = 26175 K m_ubv_B = 8.47\n", + "M = 20.000 Msun T = 4144 K m_ubv_B = 4.41\n", + "M = 10.000 Msun T = 27641 K m_ubv_B = 7.56\n", + "M = 12.000 Msun T = 32222 K m_ubv_B = 7.16\n", + "M = 17.000 Msun T = 29314 K m_ubv_B = 5.31\n", + "M = 50.000 Msun T = 26457 K m_ubv_B = 5.30\n", + "M = 11.000 Msun T = 28462 K m_ubv_B = 7.17\n", + "M = 2.000 Msun T = 11677 K m_ubv_B = 11.88\n", + "M = 6.400 Msun T = 23549 K m_ubv_B = 8.98\n", + "M = 6.500 Msun T = 23738 K m_ubv_B = 8.94\n", + "M = 14.700 Msun T = 32704 K m_ubv_B = 6.38\n", + "M = 0.850 Msun T = 5742 K m_ubv_B = 16.03\n", + "M = 4.400 Msun T = 19127 K m_ubv_B = 9.90\n", + "M = 10.800 Msun T = 30825 K m_ubv_B = 7.54\n", + "M = 6.800 Msun T = 24328 K m_ubv_B = 8.83\n", + "M = 24.000 Msun T = 76883 K m_ubv_B = 8.54\n", + "M = 16.000 Msun T = 30076 K m_ubv_B = 5.66\n", + "M = 10.000 Msun T = 27641 K m_ubv_B = 7.56\n", + "M = 7.600 Msun T = 25815 K m_ubv_B = 8.54\n", + "M = 15.300 Msun T = 34143 K m_ubv_B = 6.27\n", + "M = 10.000 Msun T = 27641 K m_ubv_B = 7.56\n", + "M = 3.600 Msun T = 17023 K m_ubv_B = 10.39\n", + "M = 15.300 Msun T = 34143 K m_ubv_B = 6.27\n", + "M = 10.200 Msun T = 30016 K m_ubv_B = 7.71\n", + "M = 7.600 Msun T = 25815 K m_ubv_B = 8.54\n", + "M = 13.500 Msun T = 33441 K m_ubv_B = 6.74\n", + "M = 7.200 Msun T = 25077 K m_ubv_B = 8.68\n", + "M = 12.000 Msun T = 29563 K m_ubv_B = 6.96\n", + "M = 11.000 Msun T = 28462 K m_ubv_B = 7.17\n", + "M = 20.700 Msun T = 30303 K m_ubv_B = 4.85\n", + "M = 3.400 Msun T = 16457 K m_ubv_B = 10.53\n", + "M = 30.000 Msun T = 78053 K m_ubv_B = 8.74\n", + "M = 20.000 Msun T = 4183 K m_ubv_B = 4.39\n", + "M = 13.800 Msun T = 32235 K m_ubv_B = 6.69\n", + "M = 15.400 Msun T = nan K m_ubv_B = nan\n", + "M = 15.000 Msun T = 31233 K m_ubv_B = 6.14\n", + "Starting filter: ubv,R Elapsed time: 48.68 seconds\n", + "Starting synthetic photometry\n", + "M = 9.500 Msun T = 26977 K m_ubv_R = 8.02\n", + "M = 8.500 Msun T = 25805 K m_ubv_R = 8.37\n", + "M = 15.849 Msun T = nan K m_ubv_R = nan\n", + "M = 3.981 Msun T = nan K m_ubv_R = nan\n", + "M = 6.310 Msun T = nan K m_ubv_R = nan\n", + "M = 23.000 Msun T = 127803 K m_ubv_R = 10.01\n", + "M = 19.000 Msun T = 11953 K m_ubv_R = 2.62\n", + "M = 17.000 Msun T = 29685 K m_ubv_R = 5.76\n", + "M = 19.953 Msun T = nan K m_ubv_R = nan\n", + "M = 3.981 Msun T = nan K m_ubv_R = nan\n", + "M = 20.000 Msun T = 26486 K m_ubv_R = 4.54\n", + "M = 18.000 Msun T = 29119 K m_ubv_R = 5.47\n", + "M = 19.000 Msun T = 11953 K m_ubv_R = 2.62\n", + "M = 7.943 Msun T = nan K m_ubv_R = nan\n", + "M = 6.310 Msun T = nan K m_ubv_R = nan\n", + "M = 13.000 Msun T = 30037 K m_ubv_R = 7.00\n", + "M = 1.995 Msun T = 3090 K m_ubv_R = 23.50\n", + "M = 3.162 Msun T = 3090 K m_ubv_R = 23.49\n", + "M = 15.000 Msun T = 30279 K m_ubv_R = 6.36\n", + "M = 3.981 Msun T = nan K m_ubv_R = nan\n", + "M = 25.119 Msun T = nan K m_ubv_R = nan\n", + "M = 3.981 Msun T = nan K m_ubv_R = nan\n", + "M = 10.000 Msun T = 27642 K m_ubv_R = 7.92\n", + "M = 16.000 Msun T = 30080 K m_ubv_R = 6.05\n", + "M = 13.000 Msun T = 30037 K m_ubv_R = 7.00\n", + "M = 21.000 Msun T = 11491 K m_ubv_R = 1.93\n", + "M = 8.500 Msun T = 25805 K m_ubv_R = 8.37\n", + "M = 11.000 Msun T = 28461 K m_ubv_R = 7.54\n", + "M = 18.000 Msun T = 29119 K m_ubv_R = 5.47\n", + "M = 17.000 Msun T = 29685 K m_ubv_R = 5.76\n", + "M = 19.953 Msun T = nan K m_ubv_R = nan\n", + "M = 1.995 Msun T = 3090 K m_ubv_R = 23.50\n", + "M = 3.162 Msun T = 3090 K m_ubv_R = 23.49\n", + "M = 19.000 Msun T = 11953 K m_ubv_R = 2.62\n", + "M = 17.000 Msun T = 29685 K m_ubv_R = 5.76\n", + "M = 1.995 Msun T = 3090 K m_ubv_R = 23.50\n", + "M = 18.000 Msun T = 29119 K m_ubv_R = 5.47\n", + "M = 17.000 Msun T = 29685 K m_ubv_R = 5.76\n", + "M = 17.000 Msun T = 29685 K m_ubv_R = 5.76\n", + "M = 19.000 Msun T = 11953 K m_ubv_R = 2.62\n", + "M = 15.000 Msun T = 30279 K m_ubv_R = 6.36\n", + "M = 18.000 Msun T = 29119 K m_ubv_R = 5.47\n", + "M = 1.400 Msun T = 3090 K m_ubv_R = 23.50\n", + "M = 10.000 Msun T = nan K m_ubv_R = nan\n", + "M = 23.000 Msun T = 23329 K m_ubv_R = 3.60\n", + "M = 17.000 Msun T = 29685 K m_ubv_R = 5.76\n", + "M = 15.849 Msun T = nan K m_ubv_R = nan\n", + "M = 12.589 Msun T = nan K m_ubv_R = nan\n", + "M = 23.000 Msun T = 10030 K m_ubv_R = 1.40\n", + "M = 22.000 Msun T = 201085 K m_ubv_R = 10.78\n", + "M = 1.400 Msun T = nan K m_ubv_R = nan\n", + "M = 6.800 Msun T = 24284 K m_ubv_R = 9.16\n", + "M = 17.000 Msun T = 29679 K m_ubv_R = 5.75\n", + "M = 12.000 Msun T = 29622 K m_ubv_R = 7.37\n", + "M = 9.000 Msun T = 26339 K m_ubv_R = 8.15\n", + "M = 16.100 Msun T = 29012 K m_ubv_R = 6.23\n", + "M = 1.900 Msun T = 11240 K m_ubv_R = 12.08\n", + "M = 10.200 Msun T = 30016 K m_ubv_R = 8.09\n", + "M = 35.000 Msun T = 67809 K m_ubv_R = 7.50\n", + "M = 19.000 Msun T = 11942 K m_ubv_R = 2.61\n", + "M = 10.000 Msun T = 29174 K m_ubv_R = 8.12\n", + "M = 16.200 Msun T = 34251 K m_ubv_R = 6.46\n", + "M = 5.700 Msun T = 22094 K m_ubv_R = 9.56\n", + "M = 22.000 Msun T = 69383 K m_ubv_R = 8.54\n", + "M = 16.000 Msun T = 30076 K m_ubv_R = 6.05\n", + "M = 7.800 Msun T = 26175 K m_ubv_R = 8.82\n", + "M = 20.000 Msun T = 4144 K m_ubv_R = 2.20\n", + "M = 10.000 Msun T = 27641 K m_ubv_R = 7.92\n", + "M = 12.000 Msun T = 32222 K m_ubv_R = 7.57\n", + "M = 17.000 Msun T = 29314 K m_ubv_R = 5.68\n", + "M = 50.000 Msun T = 26457 K m_ubv_R = 5.66\n", + "M = 11.000 Msun T = 28462 K m_ubv_R = 7.54\n", + "M = 2.000 Msun T = 11677 K m_ubv_R = 11.96\n", + "M = 6.400 Msun T = 23549 K m_ubv_R = 9.29\n", + "M = 6.500 Msun T = 23738 K m_ubv_R = 9.26\n", + "M = 14.700 Msun T = 32704 K m_ubv_R = 6.79\n", + "M = 0.850 Msun T = 5742 K m_ubv_R = 15.08\n", + "M = 4.400 Msun T = 19127 K m_ubv_R = 10.15\n", + "M = 10.800 Msun T = 30825 K m_ubv_R = 7.93\n", + "M = 6.800 Msun T = 24328 K m_ubv_R = 9.15\n", + "M = 24.000 Msun T = 76883 K m_ubv_R = 8.99\n", + "M = 16.000 Msun T = 30076 K m_ubv_R = 6.05\n", + "M = 10.000 Msun T = 27641 K m_ubv_R = 7.92\n", + "M = 7.600 Msun T = 25815 K m_ubv_R = 8.88\n", + "M = 15.300 Msun T = 34143 K m_ubv_R = 6.68\n", + "M = 10.000 Msun T = 27641 K m_ubv_R = 7.92\n", + "M = 3.600 Msun T = 17023 K m_ubv_R = 10.60\n", + "M = 15.300 Msun T = 34143 K m_ubv_R = 6.68\n", + "M = 10.200 Msun T = 30016 K m_ubv_R = 8.09\n", + "M = 7.600 Msun T = 25815 K m_ubv_R = 8.88\n", + "M = 13.500 Msun T = 33441 K m_ubv_R = 7.15\n", + "M = 7.200 Msun T = 25077 K m_ubv_R = 9.01\n", + "M = 12.000 Msun T = 29563 K m_ubv_R = 7.34\n", + "M = 11.000 Msun T = 28462 K m_ubv_R = 7.54\n", + "M = 20.700 Msun T = 30303 K m_ubv_R = 5.23\n", + "M = 3.400 Msun T = 16457 K m_ubv_R = 10.73\n", + "M = 30.000 Msun T = 78053 K m_ubv_R = 9.19\n", + "M = 20.000 Msun T = 4183 K m_ubv_R = 2.22\n", + "M = 13.800 Msun T = 32235 K m_ubv_R = 7.09\n", + "M = 15.400 Msun T = nan K m_ubv_R = nan\n", + "M = 15.000 Msun T = 31233 K m_ubv_R = 6.54\n", + "Starting filter: ubv,I Elapsed time: 63.89 seconds\n", + "Starting synthetic photometry\n", + "M = 9.500 Msun T = 26977 K m_ubv_I = 8.26\n", + "M = 8.500 Msun T = 25805 K m_ubv_I = 8.60\n", + "M = 15.849 Msun T = nan K m_ubv_I = nan\n", + "M = 3.981 Msun T = nan K m_ubv_I = nan\n", + "M = 6.310 Msun T = nan K m_ubv_I = nan\n", + "M = 23.000 Msun T = 127803 K m_ubv_I = 10.28\n", + "M = 19.000 Msun T = 11953 K m_ubv_I = 2.67\n", + "M = 17.000 Msun T = 29685 K m_ubv_I = 6.01\n", + "M = 19.953 Msun T = nan K m_ubv_I = nan\n", + "M = 3.981 Msun T = nan K m_ubv_I = nan\n", + "M = 20.000 Msun T = 26486 K m_ubv_I = 4.78\n", + "M = 18.000 Msun T = 29119 K m_ubv_I = 5.72\n", + "M = 19.000 Msun T = 11953 K m_ubv_I = 2.67\n", + "M = 7.943 Msun T = nan K m_ubv_I = nan\n", + "M = 6.310 Msun T = nan K m_ubv_I = nan\n", + "M = 13.000 Msun T = 30037 K m_ubv_I = 7.26\n", + "M = 1.995 Msun T = 3090 K m_ubv_I = 21.80\n", + "M = 3.162 Msun T = 3090 K m_ubv_I = 21.79\n", + "M = 15.000 Msun T = 30279 K m_ubv_I = 6.61\n", + "M = 3.981 Msun T = nan K m_ubv_I = nan\n", + "M = 25.119 Msun T = nan K m_ubv_I = nan\n", + "M = 3.981 Msun T = nan K m_ubv_I = nan\n", + "M = 10.000 Msun T = 27642 K m_ubv_I = 8.17\n", + "M = 16.000 Msun T = 30080 K m_ubv_I = 6.30\n", + "M = 13.000 Msun T = 30037 K m_ubv_I = 7.26\n", + "M = 21.000 Msun T = 11491 K m_ubv_I = 1.97\n", + "M = 8.500 Msun T = 25805 K m_ubv_I = 8.60\n", + "M = 11.000 Msun T = 28461 K m_ubv_I = 7.79\n", + "M = 18.000 Msun T = 29119 K m_ubv_I = 5.72\n", + "M = 17.000 Msun T = 29685 K m_ubv_I = 6.01\n", + "M = 19.953 Msun T = nan K m_ubv_I = nan\n", + "M = 1.995 Msun T = 3090 K m_ubv_I = 21.80\n", + "M = 3.162 Msun T = 3090 K m_ubv_I = 21.79\n", + "M = 19.000 Msun T = 11953 K m_ubv_I = 2.67\n", + "M = 17.000 Msun T = 29685 K m_ubv_I = 6.01\n", + "M = 1.995 Msun T = 3090 K m_ubv_I = 21.80\n", + "M = 18.000 Msun T = 29119 K m_ubv_I = 5.72\n", + "M = 17.000 Msun T = 29685 K m_ubv_I = 6.01\n", + "M = 17.000 Msun T = 29685 K m_ubv_I = 6.01\n", + "M = 19.000 Msun T = 11953 K m_ubv_I = 2.67\n", + "M = 15.000 Msun T = 30279 K m_ubv_I = 6.61\n", + "M = 18.000 Msun T = 29119 K m_ubv_I = 5.72\n", + "M = 1.400 Msun T = 3090 K m_ubv_I = 21.80\n", + "M = 10.000 Msun T = nan K m_ubv_I = nan\n", + "M = 23.000 Msun T = 23329 K m_ubv_I = 3.81\n", + "M = 17.000 Msun T = 29685 K m_ubv_I = 6.01\n", + "M = 15.849 Msun T = nan K m_ubv_I = nan\n", + "M = 12.589 Msun T = nan K m_ubv_I = nan\n", + "M = 23.000 Msun T = 10030 K m_ubv_I = 1.39\n", + "M = 22.000 Msun T = 201085 K m_ubv_I = 11.06\n", + "M = 1.400 Msun T = nan K m_ubv_I = nan\n", + "M = 6.800 Msun T = 24284 K m_ubv_I = 9.38\n", + "M = 17.000 Msun T = 29679 K m_ubv_I = 6.00\n", + "M = 12.000 Msun T = 29622 K m_ubv_I = 7.62\n", + "M = 9.000 Msun T = 26339 K m_ubv_I = 8.38\n", + "M = 16.100 Msun T = 29012 K m_ubv_I = 6.48\n", + "M = 1.900 Msun T = 11240 K m_ubv_I = 12.14\n", + "M = 10.200 Msun T = 30016 K m_ubv_I = 8.35\n", + "M = 35.000 Msun T = 67809 K m_ubv_I = 7.77\n", + "M = 19.000 Msun T = 11942 K m_ubv_I = 2.67\n", + "M = 10.000 Msun T = 29174 K m_ubv_I = 8.37\n", + "M = 16.200 Msun T = 34251 K m_ubv_I = 6.73\n", + "M = 5.700 Msun T = 22094 K m_ubv_I = 9.76\n", + "M = 22.000 Msun T = 69383 K m_ubv_I = 8.82\n", + "M = 16.000 Msun T = 30076 K m_ubv_I = 6.30\n", + "M = 7.800 Msun T = 26175 K m_ubv_I = 9.05\n", + "M = 20.000 Msun T = 4144 K m_ubv_I = 1.31\n", + "M = 10.000 Msun T = 27641 K m_ubv_I = 8.16\n", + "M = 12.000 Msun T = 32222 K m_ubv_I = 7.83\n", + "M = 17.000 Msun T = 29314 K m_ubv_I = 5.93\n", + "M = 50.000 Msun T = 26457 K m_ubv_I = 5.89\n", + "M = 11.000 Msun T = 28462 K m_ubv_I = 7.78\n", + "M = 2.000 Msun T = 11677 K m_ubv_I = 12.03\n", + "M = 6.400 Msun T = 23549 K m_ubv_I = 9.50\n", + "M = 6.500 Msun T = 23738 K m_ubv_I = 9.47\n", + "M = 14.700 Msun T = 32704 K m_ubv_I = 7.05\n", + "M = 0.850 Msun T = 5742 K m_ubv_I = 14.64\n", + "M = 4.400 Msun T = 19127 K m_ubv_I = 10.32\n", + "M = 10.800 Msun T = 30825 K m_ubv_I = 8.19\n", + "M = 6.800 Msun T = 24328 K m_ubv_I = 9.37\n", + "M = 24.000 Msun T = 76883 K m_ubv_I = 9.27\n", + "M = 16.000 Msun T = 30076 K m_ubv_I = 6.30\n", + "M = 10.000 Msun T = 27641 K m_ubv_I = 8.16\n", + "M = 7.600 Msun T = 25815 K m_ubv_I = 9.11\n", + "M = 15.300 Msun T = 34143 K m_ubv_I = 6.95\n", + "M = 10.000 Msun T = 27641 K m_ubv_I = 8.16\n", + "M = 3.600 Msun T = 17023 K m_ubv_I = 10.75\n", + "M = 15.300 Msun T = 34143 K m_ubv_I = 6.95\n", + "M = 10.200 Msun T = 30016 K m_ubv_I = 8.35\n", + "M = 7.600 Msun T = 25815 K m_ubv_I = 9.11\n", + "M = 13.500 Msun T = 33441 K m_ubv_I = 7.41\n", + "M = 7.200 Msun T = 25077 K m_ubv_I = 9.24\n", + "M = 12.000 Msun T = 29563 K m_ubv_I = 7.60\n", + "M = 11.000 Msun T = 28462 K m_ubv_I = 7.78\n", + "M = 20.700 Msun T = 30303 K m_ubv_I = 5.48\n", + "M = 3.400 Msun T = 16457 K m_ubv_I = 10.88\n", + "M = 30.000 Msun T = 78053 K m_ubv_I = 9.47\n", + "M = 20.000 Msun T = 4183 K m_ubv_I = 1.35\n", + "M = 13.800 Msun T = 32235 K m_ubv_I = 7.36\n", + "M = 15.400 Msun T = nan K m_ubv_I = nan\n", + "M = 15.000 Msun T = 31233 K m_ubv_I = 6.80\n", + " Time taken: 79.07 seconds\n", + "Isochrone generation took 754.068313 s.\n" + ] + } + ], + "source": [ + "import spisea\n", + "from spisea import evolution, synthetic\n", + "import math\n", + "# Check if the evolution class works fine\n", + "import time\n", + "import numpy as np\n", + "iso1=synthetic.Isochrone_Binary(7.0, 0.0, 1000,math.log10(0.1), mass_sampling=1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Checking if all phases represented in the isochrone are valid phases." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import numpy as np\n", + "np.all([(x == 5 or x == 101 or x==102 or x==103) for x in iso1.primaries['phase']])" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.all([(x == 5 or x == 101 or x==102 or x==103) for x in iso1.singles['phase']])" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.all([(x == 5 or x == 101 or x == -99 or x==102 or x==103) for x in iso1.secondaries['phase']])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Find the maximum, mean, and median values of logg (cgs) for primaries, single stars, and secondaries. " + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5.893166216900485" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import numpy as np\n", + "np.max(iso1.singles['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "6.014527259205064" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import numpy as np\n", + "np.max(np.nan_to_num(iso1.primaries['logg'], -np.inf))" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5.477660824834683" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(np.nan_to_num(iso1.secondaries['logg']))" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.346046095913214" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(iso1.singles['logg'][np.where(~np.isnan(iso1.singles['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3.8669286871048065" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(iso1.primaries['logg'][np.where(~np.isnan(iso1.primaries['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.061781883661361" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(iso1.secondaries['logg'][np.where(~np.isnan(iso1.secondaries['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.369644990441944" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median(iso1.singles['logg'][np.where(~np.isnan(iso1.singles['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.087974438060869" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median(iso1.primaries['logg'][np.where(~np.isnan(iso1.primaries['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.310810637133002" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median([x for x in iso1.secondaries['logg'] if np.isfinite(x)])" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'logg in cgs')" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "findfont: Font family ['sans-serif'] not found. Falling back to DejaVu Sans.\n", + "findfont: Generic family 'sans-serif' not found because none of the following families were found: Bitstream Vera Sans\n", + "findfont: Font family ['sans-serif'] not found. Falling back to DejaVu Sans.\n", + "findfont: Generic family 'sans-serif' not found because none of the following families were found: Bitstream Vera Sans\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "

" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.title(\"Histogram of logg values (secondaries) of BPASS isochrone\")\n", + "plt.hist(np.array([x for x in iso1.secondaries['logg'] if np.isfinite(x)]), np.arange(-10, 30, 1))\n", + "plt.xlabel(\"logg in cgs\")" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'logg in cgs')" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.title(\"Histogram of logg values (primaries) of BPASS isochrone\")\n", + "plt.hist(np.array([x for x in iso1.primaries['logg'] if np.isfinite(x)]), np.arange(-10, 30, 1))\n", + "plt.xlabel(\"logg in cgs\")" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'logg in cgs')" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.title(\"Histogram of logg values single stars of BPASS isochrone\")\n", + "plt.hist(np.array([x for x in iso1.singles['logg'] if np.isfinite(x)]), np.arange(0, 30, 1))\n", + "plt.xlabel(\"logg in cgs\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What exactly could be causing the vertical line in the top left corner of the plot? First, I want to zoom in...\n", + "Plotting the CMD for the Color magnitude diagram for high surface gravity stars (surface gravity greater than 5 cgs). Remember to account for distance modulus for dist = 1000 pc" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "indices1= np.where(iso1.singles['logg'] > 5)[0]\n", + "indices2= np.where(iso1.primaries['logg'] > 5)[0]\n", + "indices3= np.where(iso1.secondaries['logg'] > 5)[0]\n", + "plt.plot(iso1.primaries['m_ubv_B'][indices2] - iso1.primaries[\"m_ubv_V\"][indices2],\n", + " iso1.primaries[\"m_ubv_V\"][indices2] - 5 * np.log10(1000 / 10), \"r.\")\n", + "plt.plot(iso1.secondaries['m_ubv_B'][indices3] - iso1.secondaries[\"m_ubv_V\"][indices3],\n", + " iso1.secondaries[\"m_ubv_V\"][indices3] - 5 * np.log10(1000 / 10), \"r.\")\n", + "plt.plot(iso1.singles['m_ubv_B'][indices1] - iso1.singles[\"m_ubv_V\"][indices1],\n", + " iso1.singles[\"m_ubv_V\"][indices1] - 5 * np.log10(1000 / 10), \"r.\",\n", + " label=\"BPASS isochrone\")\n", + "plt.xlabel(\"B-V\")\n", + "plt.ylabel(\"M_V\")\n", + "plt.title(\"Color magnitude Diagram of Isochrones at 0.1Z_solar and 10**7.0 years age\")\n", + "plt.gca().invert_yaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "indices2= np.where((iso1.primaries['logg'] > 5) & (iso1.primaries['m_ubv_B'] -\n", + " iso1.primaries['m_ubv_V'] > -0.4) &\n", + " (iso1.primaries['m_ubv_B'] - iso1.primaries['m_ubv_V'] < -0.2))[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='phase' dtype='float64' length=1>\n", + "
\n", + "\n", + "
5.0
" + ], + "text/plain": [ + "\n", + "5.0" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(iso1.primaries[indices2]['phase'])" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "indices2= np.where((iso1.primaries['m_ubv_B'] - iso1.primaries['m_ubv_V'] > 1.2) &\n", + " (iso1.primaries['m_ubv_B'] - iso1.primaries['m_ubv_V'] < 1.5))[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 332, 1134, 3546, 4014, 4260])" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "indices2" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='phase' dtype='float64' length=1>\n", + "\n", + "\n", + "
5.0
" + ], + "text/plain": [ + "\n", + "5.0" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(iso1.primaries['phase'][indices2])" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Table length=5\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
massLTeffRloggisWRmass_currentphasesourcem_ubv_Um_ubv_Vm_ubv_Bm_ubv_Rm_ubv_I
solMassWKmsolMass
float64float64float64float64float64boolfloat64float64int64float64float64float64float64float64
0.41.2869803887833635e+254038.778168243262260540453.18446245.1424924959836815False0.71255.0121.3974131985619519.27536083748358620.57747683714516318.54567585397026317.62335684775594
0.41.2620655992139642e+254022.4439387259845260105876.51229885.119227217859879False0.67315.0121.450908091348819.30960074183060420.62150300546367318.5750642296182517.64547085076375
0.41.2620655992139642e+254022.4439387259845260105876.51229885.119227217859879False0.67315.0121.450908091348819.30960074183060420.62150300546367318.5750642296182517.64547085076375
0.41.2620655992139642e+254022.4439387259845260105876.51229885.119227217859879False0.67315.0121.450908091348819.30960074183060420.62150300546367318.5750642296182517.64547085076375
0.41.3187483495325182e+254054.711884519506261667728.40945665.162280956389513False0.75225.0121.34117801755890319.2368799339786720.5299535511115218.5117160061947317.596290777432472
" + ], + "text/plain": [ + "\n", + " mass L ... m_ubv_R m_ubv_I \n", + "solMass W ... \n", + "float64 float64 ... float64 float64 \n", + "------- ---------------------- ... ------------------ ------------------\n", + " 0.4 1.2869803887833635e+25 ... 18.545675853970263 17.62335684775594\n", + " 0.4 1.2620655992139642e+25 ... 18.57506422961825 17.64547085076375\n", + " 0.4 1.2620655992139642e+25 ... 18.57506422961825 17.64547085076375\n", + " 0.4 1.2620655992139642e+25 ... 18.57506422961825 17.64547085076375\n", + " 0.4 1.3187483495325182e+25 ... 18.51171600619473 17.596290777432472" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "iso1.primaries[indices2]" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(iso1.secondaries['m_ubv_B'] - iso1.secondaries[\"m_ubv_V\"],\n", + " iso1.secondaries[\"m_ubv_V\"] - 5 * np.log10(100), \"r.\",\n", + " label=\"Secondary stars BPASS isochrone\")\n", + "plt.xlabel(\"B-V\")\n", + "plt.ylabel(\"M_V\")\n", + "plt.title(\"Color magnitude Diagram of Isochrones at 0.1 times solar metallicity\\n\" +\n", + " \"and 10**7.0 years age\")\n", + "plt.gca().invert_yaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Hmm, I think those are stars that are going to be white dwarves very soon or may unintentionally be brown dwarves. At least according to HOKI's criterion for what is a white dwarf or not. At the very least, at least the stars we just saw were low mass stars so they should be **LOW** on the CMD" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Changing to logg=4.00 for T= 31270 logg=4.00\n", + "Changing to logg=4.00 for T= 31267 logg=3.99\n", + "Changing to logg=4.00 for T= 31259 logg=3.98\n", + "Changing to logg=4.00 for T= 31245 logg=3.97\n", + "Changing to logg=4.00 for T= 31226 logg=3.96\n", + "Changing to logg=4.00 for T= 31200 logg=3.94\n", + "Changing to logg=4.00 for T= 31169 logg=3.93\n", + "Changing to logg=4.00 for T= 31139 logg=3.92\n", + "Changing to logg=4.00 for T= 31109 logg=3.91\n", + "Changing to logg=4.00 for T= 31072 logg=3.90\n", + "Changing to logg=4.00 for T= 31032 logg=3.89\n", + "Changing to logg=4.00 for T= 31013 logg=3.64\n", + "Changing to logg=4.00 for T= 31102 logg=3.64\n", + "Changing to logg=4.00 for T= 31185 logg=3.64\n", + "Changing to logg=4.00 for T= 31263 logg=3.65\n", + "Changing to logg=4.00 for T= 31337 logg=3.65\n", + "Changing to logg=4.00 for T= 31405 logg=3.65\n", + "Changing to logg=4.00 for T= 31467 logg=3.65\n", + "Changing to logg=4.00 for T= 31520 logg=3.65\n", + "Changing to logg=4.00 for T= 31564 logg=3.66\n", + "Changing to logg=4.00 for T= 31593 logg=3.66\n", + "Changing to logg=4.00 for T= 31604 logg=3.66\n", + "Changing to logg=4.00 for T= 31594 logg=3.66\n", + "Changing to logg=4.00 for T= 31559 logg=3.66\n", + "Changing to logg=4.00 for T= 31501 logg=3.66\n", + "Changing to logg=4.00 for T= 31423 logg=3.65\n", + "Changing to logg=4.00 for T= 31328 logg=3.65\n", + "Changing to logg=4.00 for T= 31225 logg=3.65\n", + "Changing to logg=4.00 for T= 31112 logg=3.64\n", + "Changing to logg=3.50 for T= 29088 logg=3.49\n", + "Changing to logg=3.50 for T= 29029 logg=3.49\n", + "Changing to logg=3.50 for T= 28969 logg=3.49\n", + "Changing to logg=3.50 for T= 28909 logg=3.48\n", + "Changing to logg=3.50 for T= 28848 logg=3.48\n", + "Changing to logg=3.50 for T= 28787 logg=3.47\n", + "Changing to logg=3.50 for T= 28726 logg=3.47\n", + "Changing to logg=3.50 for T= 28664 logg=3.46\n", + "Changing to logg=3.50 for T= 28603 logg=3.46\n", + "Changing to logg=3.50 for T= 28541 logg=3.46\n", + "Changing to logg=3.50 for T= 28479 logg=3.45\n", + "Changing to logg=3.50 for T= 28417 logg=3.45\n", + "Changing to logg=3.50 for T= 28355 logg=3.44\n", + "Changing to logg=3.50 for T= 28293 logg=3.44\n", + "Changing to logg=3.50 for T= 28230 logg=3.44\n", + "Changing to logg=3.50 for T= 28168 logg=3.43\n", + "Changing to logg=3.50 for T= 28106 logg=3.43\n", + "Changing to logg=3.50 for T= 28044 logg=3.42\n", + "Changing to logg=3.50 for T= 27982 logg=3.42\n", + "Changing to logg=3.50 for T= 27920 logg=3.42\n", + "Changing to logg=3.50 for T= 27858 logg=3.41\n", + "Changing to logg=3.50 for T= 27796 logg=3.41\n", + "Changing to logg=3.50 for T= 27734 logg=3.40\n", + "Changing to logg=3.50 for T= 27672 logg=3.40\n", + "Changing to logg=3.50 for T= 27610 logg=3.40\n", + "Changing to logg=3.50 for T= 27548 logg=3.39\n", + "Changing to logg=3.50 for T= 27486 logg=3.39\n", + "Changing to logg=3.50 for T= 27425 logg=3.38\n", + "Changing to logg=3.50 for T= 27363 logg=3.38\n", + "Changing to logg=3.50 for T= 27301 logg=3.37\n", + "Changing to logg=3.50 for T= 27240 logg=3.37\n", + "Changing to logg=3.50 for T= 27179 logg=3.37\n", + "Changing to logg=3.50 for T= 27118 logg=3.36\n", + "Changing to logg=3.50 for T= 27056 logg=3.36\n", + "Changing to logg=3.50 for T= 26995 logg=3.35\n", + "Changing to logg=3.50 for T= 26934 logg=3.35\n", + "Changing to logg=3.50 for T= 26873 logg=3.34\n", + "Changing to logg=3.50 for T= 26812 logg=3.34\n", + "Changing to logg=3.50 for T= 26751 logg=3.34\n", + "Changing to logg=3.50 for T= 26690 logg=3.33\n", + "Changing to logg=3.50 for T= 26629 logg=3.33\n", + "Changing to logg=3.50 for T= 26568 logg=3.32\n", + "Changing to logg=3.50 for T= 26507 logg=3.32\n", + "Changing to logg=3.50 for T= 26447 logg=3.31\n", + "Changing to logg=3.50 for T= 26386 logg=3.31\n", + "Changing to logg=3.50 for T= 26326 logg=3.31\n", + "Changing to logg=3.50 for T= 26265 logg=3.30\n", + "Changing to logg=3.50 for T= 26205 logg=3.30\n", + "Changing to logg=3.50 for T= 26144 logg=3.29\n", + "Changing to logg=3.50 for T= 26084 logg=3.29\n", + "Changing to logg=3.50 for T= 26024 logg=3.28\n", + "Changing to logg=3.00 for T= 22390 logg=3.00\n", + "Changing to logg=3.00 for T= 22334 logg=2.99\n", + "Changing to logg=3.00 for T= 22278 logg=2.99\n", + "Changing to logg=3.00 for T= 22222 logg=2.98\n", + "Changing to logg=3.00 for T= 22167 logg=2.98\n", + "Changing to logg=3.00 for T= 22111 logg=2.97\n", + "Changing to logg=3.00 for T= 22056 logg=2.97\n", + "Changing to logg=3.00 for T= 22001 logg=2.96\n", + "Changing to logg=3.00 for T= 21946 logg=2.96\n", + "Changing to logg=3.00 for T= 21891 logg=2.95\n", + "Changing to logg=3.00 for T= 21836 logg=2.95\n", + "Changing to logg=3.00 for T= 21782 logg=2.94\n", + "Changing to logg=3.00 for T= 21728 logg=2.94\n", + "Changing to logg=3.00 for T= 21673 logg=2.93\n", + "Changing to logg=3.00 for T= 21619 logg=2.93\n", + "Changing to logg=3.00 for T= 21565 logg=2.92\n", + "Changing to logg=3.00 for T= 21512 logg=2.92\n", + "Changing to logg=3.00 for T= 21458 logg=2.91\n", + "Changing to logg=3.00 for T= 21405 logg=2.91\n", + "Changing to logg=3.00 for T= 21351 logg=2.90\n", + "Changing to logg=3.00 for T= 21298 logg=2.90\n", + "Changing to logg=3.00 for T= 21245 logg=2.89\n", + "Changing to logg=3.00 for T= 21192 logg=2.89\n", + "Changing to logg=3.00 for T= 21140 logg=2.88\n", + "Changing to logg=3.00 for T= 21087 logg=2.88\n", + "Changing to logg=3.00 for T= 21035 logg=2.87\n", + "Changing to logg=3.00 for T= 20982 logg=2.87\n", + "Changing to logg=3.00 for T= 20930 logg=2.86\n", + "Changing to logg=3.00 for T= 20878 logg=2.86\n", + "Changing to logg=3.00 for T= 20826 logg=2.85\n", + "Changing to logg=3.00 for T= 20774 logg=2.85\n", + "Changing to logg=3.00 for T= 20723 logg=2.84\n", + "Changing to logg=3.00 for T= 20671 logg=2.84\n", + "Changing to logg=3.00 for T= 20620 logg=2.83\n", + "Changing to logg=3.00 for T= 20569 logg=2.83\n", + "Changing to logg=3.00 for T= 20518 logg=2.82\n", + "Changing to logg=3.00 for T= 20467 logg=2.82\n", + "Changing to logg=3.00 for T= 20416 logg=2.81\n", + "Changing to logg=3.00 for T= 20365 logg=2.81\n", + "Changing to logg=3.00 for T= 20315 logg=2.80\n", + "Changing to logg=3.00 for T= 20282 logg=2.80\n", + "Changing to logg=3.00 for T= 20249 logg=2.79\n", + "Changing to logg=3.00 for T= 20216 logg=2.79\n", + "Changing to logg=3.00 for T= 20183 logg=2.79\n", + "Changing to logg=3.00 for T= 20151 logg=2.78\n", + "Changing to logg=3.00 for T= 20118 logg=2.78\n", + "Changing to logg=3.00 for T= 20085 logg=2.78\n", + "Changing to logg=3.00 for T= 20053 logg=2.77\n", + "Changing to logg=3.00 for T= 20021 logg=2.77\n", + "Changing to logg=3.00 for T= 19988 logg=2.77\n", + "Changing to logg=3.00 for T= 19956 logg=2.76\n", + "Changing to logg=3.00 for T= 19924 logg=2.76\n", + "Changing to logg=3.00 for T= 19892 logg=2.76\n", + "Changing to logg=3.00 for T= 19860 logg=2.75\n", + "Changing to logg=3.00 for T= 19828 logg=2.75\n", + "Changing to logg=3.00 for T= 19796 logg=2.75\n", + "Changing to logg=3.00 for T= 19764 logg=2.74\n", + "Changing to logg=3.00 for T= 19732 logg=2.74\n", + "Changing to logg=3.00 for T= 19701 logg=2.74\n", + "Changing to logg=3.00 for T= 19670 logg=2.74\n", + "Changing to logg=3.00 for T= 19638 logg=2.73\n", + "Changing to logg=3.00 for T= 19607 logg=2.73\n", + "Changing to logg=3.00 for T= 19576 logg=2.73\n", + "Changing to logg=3.00 for T= 19546 logg=2.72\n", + "Changing to logg=3.00 for T= 19515 logg=2.72\n", + "Changing to logg=3.00 for T= 19484 logg=2.72\n", + "Changing to logg=3.00 for T= 19193 logg=2.69\n", + "Changing to logg=2.50 for T= 17579 logg=2.48\n", + "Changing to logg=2.50 for T= 17390 logg=2.46\n", + "Changing to logg=2.50 for T= 17170 logg=2.43\n", + "Changing to logg=2.50 for T= 16944 logg=2.40\n", + "Changing to logg=2.50 for T= 16719 logg=2.38\n", + "Changing to logg=2.50 for T= 16498 logg=2.35\n", + "Changing to logg=2.50 for T= 16279 logg=2.33\n", + "Changing to logg=2.50 for T= 16062 logg=2.30\n", + "Changing to logg=2.50 for T= 15848 logg=2.27\n", + "Changing to logg=2.50 for T= 15637 logg=2.25\n", + "Changing to logg=2.50 for T= 15428 logg=2.22\n", + "Changing to logg=2.50 for T= 15222 logg=2.20\n", + "Changing to logg=2.50 for T= 15018 logg=2.17\n", + "Changing to logg=2.50 for T= 14816 logg=2.15\n", + "Changing to logg=2.50 for T= 14618 logg=2.12\n", + "Changing to logg=2.50 for T= 14421 logg=2.10\n", + "Changing to logg=2.50 for T= 14227 logg=2.07\n", + "Changing to logg=2.50 for T= 14036 logg=2.05\n", + "Changing to logg=2.50 for T= 13847 logg=2.02\n", + "Changing to logg=2.50 for T= 13660 logg=2.00\n", + "Changing to logg=2.50 for T= 13476 logg=1.97\n", + "Changing to logg=2.50 for T= 13294 logg=1.95\n", + "Changing to logg=2.50 for T= 13115 logg=1.92\n", + "Changing to logg=2.50 for T= 12938 logg=1.90\n", + "Changing to logg=2.50 for T= 12764 logg=1.87\n", + "Changing to logg=2.50 for T= 12591 logg=1.85\n", + "Changing to logg=2.50 for T= 12421 logg=1.83\n", + "Changing to logg=2.50 for T= 12253 logg=1.80\n", + "Changing to logg=2.50 for T= 12087 logg=1.78\n", + "Changing to logg=2.50 for T= 11924 logg=1.75\n", + "Changing to logg=2.50 for T= 11762 logg=1.73\n", + "Changing to logg=2.00 for T= 11603 logg=1.70\n", + "Changing to logg=2.00 for T= 11446 logg=1.68\n", + "Changing to logg=2.00 for T= 11291 logg=1.66\n", + "Changing to logg=2.00 for T= 11138 logg=1.63\n", + "Changing to logg=2.00 for T= 10987 logg=1.61\n", + "Changing to logg=2.00 for T= 10837 logg=1.58\n", + "Changing to logg=2.00 for T= 10690 logg=1.56\n", + "Changing to logg=2.00 for T= 10545 logg=1.54\n", + "Changing to logg=2.00 for T= 10402 logg=1.51\n", + "Changing to logg=2.00 for T= 10261 logg=1.49\n", + "Changing to logg=2.00 for T= 10121 logg=1.46\n", + "Changing to logg=2.00 for T= 9984 logg=1.44\n", + "Changing to logg=2.00 for T= 9848 logg=1.42\n", + "Changing to logg=2.00 for T= 9715 logg=1.39\n", + "Changing to logg=2.00 for T= 9583 logg=1.37\n", + "Changing to logg=2.00 for T= 9453 logg=1.34\n", + "Changing to logg=2.00 for T= 9324 logg=1.32\n", + "Changing to logg=2.00 for T= 9198 logg=1.30\n", + "Changing to logg=2.00 for T= 9073 logg=1.27\n", + "Changing to logg=1.50 for T= 8950 logg=1.25\n", + "Changing to logg=1.50 for T= 8828 logg=1.23\n", + "Changing to logg=1.50 for T= 8709 logg=1.20\n", + "Changing to logg=1.50 for T= 8591 logg=1.18\n", + "Changing to logg=1.50 for T= 8474 logg=1.16\n", + "Changing to logg=1.50 for T= 8359 logg=1.13\n", + "Changing to logg=1.00 for T= 7703 logg=0.99\n", + "Changing to logg=1.00 for T= 7599 logg=0.97\n", + "Isochrone generation took 53.533239 s.\n", + "Making photometry for isochrone: log(t) = 7.00 AKs = 0.00 dist = 1000\n", + " Starting at: 2021-08-13 11:08:34.637766 Usually takes ~5 minutes\n", + "Starting filter: ubv,U Elapsed time: 0.00 seconds\n", + "Starting synthetic photometry\n", + "M = 0.104 Msun T = 3516 K m_ubv_U = 23.25\n", + "M = 1.571 Msun T = 9909 K m_ubv_U = 12.45\n", + "M = 6.785 Msun T = 23952 K m_ubv_U = 7.89\n", + "M = 18.749 Msun T = 30008 K m_ubv_U = 3.92\n", + "M = 18.788 Msun T = 25605 K m_ubv_U = 3.48\n", + "M = 18.806 Msun T = 20118 K m_ubv_U = 2.98\n", + "M = 20.402 Msun T = 6878 K m_ubv_U = 1.98\n", + "Starting filter: ubv,B Elapsed time: 1.42 seconds\n", + "Starting synthetic photometry\n", + "M = 0.104 Msun T = 3516 K m_ubv_B = 22.13\n", + "M = 1.571 Msun T = 9909 K m_ubv_B = 12.48\n", + "M = 6.785 Msun T = 23952 K m_ubv_B = 8.74\n", + "M = 18.749 Msun T = 30008 K m_ubv_B = 4.95\n", + "M = 18.788 Msun T = 25605 K m_ubv_B = 4.45\n", + "M = 18.806 Msun T = 20118 K m_ubv_B = 3.79\n", + "M = 20.402 Msun T = 6878 K m_ubv_B = 1.76\n", + "Starting filter: ubv,V Elapsed time: 2.79 seconds\n", + "Starting synthetic photometry\n", + "M = 0.104 Msun T = 3516 K m_ubv_V = 20.54\n", + "M = 1.571 Msun T = 9909 K m_ubv_V = 12.47\n", + "M = 6.785 Msun T = 23952 K m_ubv_V = 8.97\n", + "M = 18.749 Msun T = 30008 K m_ubv_V = 5.22\n", + "M = 18.788 Msun T = 25605 K m_ubv_V = 4.69\n", + "M = 18.806 Msun T = 20118 K m_ubv_V = 4.00\n", + "M = 20.402 Msun T = 6878 K m_ubv_V = 1.59\n", + "Starting filter: ubv,R Elapsed time: 4.08 seconds\n", + "Starting synthetic photometry\n", + "M = 0.104 Msun T = 3516 K m_ubv_R = 19.67\n", + "M = 1.571 Msun T = 9909 K m_ubv_R = 12.47\n", + "M = 6.785 Msun T = 23952 K m_ubv_R = 9.06\n", + "M = 18.749 Msun T = 30008 K m_ubv_R = 5.33\n", + "M = 18.788 Msun T = 25605 K m_ubv_R = 4.78\n", + "M = 18.806 Msun T = 20118 K m_ubv_R = 4.07\n", + "M = 20.402 Msun T = 6878 K m_ubv_R = 1.47\n", + "Starting filter: ubv,I Elapsed time: 5.42 seconds\n", + "Starting synthetic photometry\n", + "M = 0.104 Msun T = 3516 K m_ubv_I = 18.44\n", + "M = 1.571 Msun T = 9909 K m_ubv_I = 12.48\n", + "M = 6.785 Msun T = 23952 K m_ubv_I = 9.27\n", + "M = 18.749 Msun T = 30008 K m_ubv_I = 5.58\n", + "M = 18.788 Msun T = 25605 K m_ubv_I = 5.01\n", + "M = 18.806 Msun T = 20118 K m_ubv_I = 4.25\n", + "M = 20.402 Msun T = 6878 K m_ubv_I = 1.23\n", + " Time taken: 6.72 seconds\n" + ] + } + ], + "source": [ + "iso2=synthetic.IsochronePhot(7.0, 0.0, 1000, math.log10(1 / 10), recomp=True) # New MIST isochrone for same metallicity" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Looking at the distribution of logg values. for the stars in the MIST isochrone." + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.583447298562488" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(iso2.points['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([ 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 72.,\n", + " 42., 93., 208., 247., 0., 0., 0., 0., 0., 0., 0.,\n", + " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n", + " 0., 0., 0., 0., 0., 0.]),\n", + " array([-10, -9, -8, -7, -6, -5, -4, -3, -2, -1, 0, 1, 2,\n", + " 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15,\n", + " 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28,\n", + " 29]),\n", + " )" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.xlabel(\"logg in cgs\")\n", + "plt.title(\"Histogram of logg values of stars in the MIST isochrone\")\n", + "plt.hist(np.array([x for x in iso2.points['logg'] if np.isfinite(x)]), np.arange(-10, 30, 1))" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3.556386609995295" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median(iso2.points['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3.2602644297347076" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(iso2.points['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [], + "source": [ + "from spisea import imf\n", + "from spisea.imf import imf, multiplicity\n", + "from spisea import ifmr\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Make the clusters corresponding to the binary star isochrone and the Parsec isochrone. Here I use the MultiplicityResolvedDK to test the ability of my code to match primary-secondary pairs from initial masses and separation." + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/u/ryotainagaki/Desktop/PyPopStar/spisea/synthetic.py:801: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify 'dtype=object' when creating the ndarray.\n", + " compMass = np.array([compMass[x] for x in indices])\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Creating Interpolator for: Teff\n", + "Creating Interpolator for: L\n", + "Creating Interpolator for: logg\n", + "Creating Interpolator for: isWR\n", + "Creating Interpolator for: mass_current\n", + "Creating Interpolator for: phase\n", + "Creating Interpolator for: m_ubv_U\n", + "Creating Interpolator for: m_ubv_V\n", + "Creating Interpolator for: m_ubv_B\n", + "Creating Interpolator for: m_ubv_R\n", + "Creating Interpolator for: m_ubv_I\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/table/table.py:3197: FutureWarning: elementwise == comparison failed and returning scalar instead; this will raise an error or perform elementwise comparison in the future.\n", + " result = self.as_array() == other\n" + ] + } + ], + "source": [ + "clus_1=synthetic.Cluster_w_Binaries(iso1,\n", + " imf.IMFSalpeter1955(multiplicity=multiplicity.MultiplicityResolvedDK()),\n", + " 20000, ifmr=ifmr.IFMR_Spera15())\n", + "clus_2=synthetic.ResolvedCluster(iso2,\n", + " imf.IMFSalpeter1955(multiplicity=multiplicity.MultiplicityResolvedDK()),\n", + " 20000, ifmr=ifmr.IFMR_Spera15())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now let's visualize the isochrone we have created so far with a color magnitude diagram. There we can see the end of main sequence and perhaps the M type" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Taking a look at the BPASS Cluster vs MIST cluster Observer's HR Diagram\n", + "# Remember to use a distance modulus!\n", + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(iso1.primaries['m_ubv_B'] - iso1.primaries[\"m_ubv_V\"],\n", + " iso1.primaries[\"m_ubv_V\"] - 5 * np.log10(1000/10), \"r.\")\n", + "plt.plot(iso1.secondaries['m_ubv_B']-iso1.secondaries[\"m_ubv_V\"],\n", + " iso1.secondaries[\"m_ubv_V\"] - 5 * np.log10(1000/10), \"r.\")\n", + "plt.plot(iso1.singles['m_ubv_B'] - iso1.singles[\"m_ubv_V\"],\n", + " iso1.singles[\"m_ubv_V\"] - 5 * np.log10(1000/10), \"r.\", label=\"BPASS isochrone\")\n", + "plt.plot(iso2.points['m_ubv_B'] - iso2.points[\"m_ubv_V\"],\n", + " iso2.points[\"m_ubv_V\"] - 5 * np.log10(1000/10), \"b+\",\n", + " label=\"MIST isochrone\", alpha = 0.2)\n", + "plt.xlabel(\"B-V\")\n", + "plt.ylabel(\"M_V\")\n", + "plt.title(\"Color magnitude Diagram of Isochrones at 0.1Z_solar and 10**7.0 years age\")\n", + "plt.gca().invert_yaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We do have several outliers but otherwise the pattern does not seem too terribly off from the MIST isochrone's shape. Now I look at the primary stars and see if there are any problems caused." + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Taking a look at the BPASS Cluster vs MIST cluster Observer's HR Diagram\n", + "# Remember to use a distance modulus!\n", + "plt.plot(iso1.primaries['m_ubv_B'] - iso1.primaries[\"m_ubv_V\"],\n", + " iso1.primaries[\"m_ubv_V\"] - 5 * np.log10(1000/10), \"r+\", \n", + " label=\"BPASS isochrone \\n (primary stars)\", alpha=0.7)\n", + "plt.xlabel(\"B-V\")\n", + "plt.ylabel(\"M_V\")\n", + "plt.title(\"Color magnitude Diagram of Isochrones at 0.1Z_solar\\n\" +\n", + " \" and 10**7.0 years age (Primary stars only)\")\n", + "plt.gca().invert_yaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.plot(iso1.secondaries['m_ubv_B'] - iso1.secondaries[\"m_ubv_V\"],\n", + " iso1.secondaries[\"m_ubv_V\"] - 5 * np.log10(1000/10), \"r+\", \n", + " label=\"BPASS isochrone (secondary stars)\", alpha =0.7)\n", + "plt.xlabel(\"B-V\")\n", + "plt.ylabel(\"M_V\")\n", + "plt.title(\"Color magnitude Diagram of BPASS isochrone at 0.1Z_solar\\n\" +\n", + " \" and 10**7.0 years age (Secondary stars only)\")\n", + "plt.gca().invert_yaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's compare this to a BPASS Cluster(Salpeter IMF, 10^7.0 yr old, 1/10th of solar metallicity)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Where are some of the goofy outliers coming from?" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Table length=0\n", + "
\n", + "\n", + "\n", + "\n", + "
masslog_aLTeffRloggisWRmass_currentphasemergedsourcem_ubv_Um_ubv_Vm_ubv_Bm_ubv_Rm_ubv_I
solMassWKmsolMass
float64float64float64float64float64float64boolfloat64float64boolint64float64float64float64float64float64
" + ], + "text/plain": [ + "\n", + " mass log_a L Teff R ... m_ubv_V m_ubv_B m_ubv_R m_ubv_I\n", + "solMass W K m ... \n", + "float64 float64 float64 float64 float64 ... float64 float64 float64 float64\n", + "------- ------- ------- ------- ------- ... ------- ------- ------- -------" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "iso1.secondaries[np.where(iso1.secondaries[\"m_ubv_V\"] -\n", + " 5 * np.log10(1000/10) > 20.0)[0]]" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [], + "source": [ + "issue = iso1.secondaries[np.where(iso1.secondaries[\"m_ubv_V\"] -\n", + " 5 * np.log10(1000/10) > 20.0)[0]]" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='mass' dtype='float64' unit='solMass' length=0>\n", + "
\n", + "
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(issue['mass'])" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='phase' dtype='float64' length=0>\n", + "\n", + "
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(issue['phase'])" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(np.log10(iso1.primaries['Teff']), np.log10(iso1.primaries[\"L\"]), \"r.\", alpha =0.3)\n", + "plt.plot(np.log10(iso1.secondaries['Teff']), np.log10(iso1.secondaries[\"L\"]), \"r.\", alpha =0.3)\n", + "plt.plot(np.log10(iso1.singles['Teff']), np.log10(iso1.singles[\"L\"]), \"r.\",\n", + " label=\"BPASS isochrone\", alpha =0.3)\n", + "plt.plot(np.log10(iso2.points['Teff']), np.log10(iso2.points[\"L\"]), \"b+\",\n", + " label=\"Paresc\", alpha =0.1)\n", + "plt.xlabel(\"log(T in Kelvin)\")\n", + "plt.ylabel(\"log(L in Watts)\")\n", + "plt.title(\"HR Diagram of Isochrones at 0.1Z_solar and 10**7.0 years age\")\n", + "plt.gca().invert_xaxis()\n", + "plt.legend()\n", + "# Rough pattern seems to fit. What's that line?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A good sign here is that there are plenty of compact remnant (that means noticable number of stars have gone through their main-sequence and post-main sequence). I also notice stars turning to the red giant branch. This is going to be really important when we decide to use the clusters as reference for finding ages of actual star clusters." + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the mass-luminosity relationship\n", + "from astropy import constants as cs\n", + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(np.log10(iso1.primaries['mass_current']), np.log10(iso1.primaries[\"L\"] / cs.L_sun), \"r.\")\n", + "plt.plot(np.log10(iso1.secondaries['mass_current']), np.log10(iso1.secondaries[\"L\"] / cs.L_sun), \"r.\")\n", + "plt.plot(np.log10(iso1.singles['mass_current']), np.log10(iso1.singles[\"L\"] / cs.L_sun),\n", + " \"r.\", label=\"BPASS isochrone\")\n", + "plt.plot(np.log10(iso2.points['mass_current']), np.log10(iso2.points[\"L\"] / cs.L_sun),\n", + " \"b+\", label=\"MIST\", alpha =0.2)\n", + "plt.xlabel(\"log(Current Mass in solar masses)\")\n", + "plt.ylabel(\"log(L/L_solar)\")\n", + "plt.title(\"log Mass-logL of Isochrones at 0.1Z_solar and 10**7.0 years age\")\n", + "plt.legend()\n", + "# Rough pattern seems to fit. What's that line?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Which table is causing that line segment at around log10(L/L_sun)=-2.5?\n", + "Let's find out.\n", + "First I take a look at the shape of the primary stars' plot for log current mass log L." + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(np.log10(iso1.primaries['mass_current']),\n", + " np.log10(iso1.primaries[\"L\"] / cs.L_sun),\n", + " \"r.\", label=\"BPASS isochrone (primaries)\")\n", + "plt.xlabel(\"log(Current Mass in solar masses)\")\n", + "plt.ylabel(\"log(L/L_solar)\")\n", + "plt.title(\"log Mass-logL of Isochrones at 0.1Z_solar and 10**7.0 years age\")\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Which type of secondary star is it that is causing this strange pattern?" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [], + "source": [ + "bad_line = iso1.primaries[np.where((np.log10(iso1.primaries[\"L\"] / cs.L_sun) > -3) &\n", + " (np.log10(iso1.primaries[\"L\"] / cs.L_sun) < -2))[0]]" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Table length=0\n", + "\n", + "\n", + "\n", + "\n", + "
massLTeffRloggisWRmass_currentphasesourcem_ubv_Um_ubv_Vm_ubv_Bm_ubv_Rm_ubv_I
solMassWKmsolMass
float64float64float64float64float64boolfloat64float64int64float64float64float64float64float64
" + ], + "text/plain": [ + "\n", + " mass L Teff R logg ... m_ubv_V m_ubv_B m_ubv_R m_ubv_I\n", + "solMass W K m ... \n", + "float64 float64 float64 float64 float64 ... float64 float64 float64 float64\n", + "------- ------- ------- ------- ------- ... ------- ------- ------- -------" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bad_line" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What sorts of characteristics (logg, Teff, L) can be causing it? Let's find out" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='L' dtype='float64' unit='W' length=0>\n", + "
\n", + "
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(bad_line['L'])" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='Teff' dtype='float64' unit='K' length=0>\n", + "\n", + "
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(bad_line['Teff'])" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='logg' dtype='float64' unit='' length=0>\n", + "\n", + "
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(bad_line['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='mass' dtype='float64' unit='solMass' length=0>\n", + "\n", + "
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(bad_line['mass'])" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='phase' dtype='float64' length=0>\n", + "\n", + "
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(bad_line['phase'])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**It turns out that the line was caused by some compact remnants.**" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/ipykernel_launcher.py:7: RuntimeWarning: divide by zero encountered in log10\n", + " import sys\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/ipykernel_launcher.py:9: RuntimeWarning: divide by zero encountered in log10\n", + " if __name__ == '__main__':\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 49, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the mass-luminosity relationship\n", + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot((clus_2.star_systems['mass_current']), np.log10(clus_2.star_systems[\"L\"]),\n", + " \"b.\", alpha =0.1)\n", + "plt.plot((clus_2.companions['mass_current']), np.log10(clus_2.companions[\"L\"]),\n", + " \"b.\", label=\"Cluster made from MIST\", alpha = 0.1)\n", + "plt.plot((clus_1.star_systems['mass_current']), np.log10(clus_1.star_systems[\"L\"]),\n", + " \"r.\", label=\"Cluster_w_Binaries made from BPASS\", alpha =0.3)\n", + "plt.plot((clus_1.companions['mass_current']), np.log10(clus_1.companions[\"L\"]),\n", + " \"r.\", alpha = 0.3)\n", + "plt.xlabel(\"Current Mass in solar masses\")\n", + "plt.ylabel(\"log(L in Watts)\")\n", + "plt.title(\"Mass-logL of Cluster at 0.1Z_solar and 10**7.0 years age\")\n", + "plt.legend()\n", + "# Rough pattern seems to fit. What's that line?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "OK. It makes sense that our compact remnants are causing this. (Remember, there really is no significant fusion in the insides of neutron stars or white dwarves." + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/ipykernel_launcher.py:2: RuntimeWarning: divide by zero encountered in log10\n", + " \n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the mass-luminosity relationship\n", + "plt.plot(clus_1.star_systems['mass_current'], np.log10(clus_1.star_systems[\"L\"]), \"r.\",\n", + " label=\"Cluster_w_Binaries made from BPASS (Star Systems)\", alpha =1)\n", + "plt.xlabel(\"log Current Mass in solar masses\")\n", + "plt.ylabel(\"log(L/L_solar)\")\n", + "plt.title(\"log-Mass-logL of Cluster at 0.1Z_solar and 10**7.0 years age\")\n", + "plt.legend()\n", + "# Rough pattern seems to fit. What's that line?" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/ipykernel_launcher.py:2: RuntimeWarning: divide by zero encountered in log10\n", + " \n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 51, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the mass-luminosity relationship\n", + "plt.plot(clus_1.companions['mass_current'], np.log10(clus_1.companions[\"L\"]), \"r.\",\n", + " label=\"Cluster_w_Binaries made from BPASS (Companions)\", alpha =1)\n", + "plt.xlabel(\"log Current Mass in solar masses\")\n", + "plt.ylabel(\"log(L/L_solar)\")\n", + "plt.title(\"log-Mass-logL of Cluster at 0.1Z_solar and 10**7.0 years age\")\n", + "plt.legend()\n", + "# Rough pattern seems to fit. What's that line?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now go back to the shape of the clusters' Color magnitude diagrams." + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='log_a' dtype='float64' length=2683>\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
-5.080775775243212
-4.418449199771437
-4.328191832278299
-2.8960570087981266
-2.776855331587461
-2.664745010568637
-2.565560033155638
-2.4420407992481774
-2.409839139073248
-2.359062460967407
-2.3530034435255693
-2.338638912247994
...
3.2582718915406437
3.262555265036151
3.263276373041591
3.2660749580873727
3.270183577105285
3.2703970090752588
3.280517092261622
3.285071429428732
3.2878479642741385
3.294495352092934
3.294918119086028
3.2983073196779755
" + ], + "text/plain": [ + "\n", + " -5.080775775243212\n", + " -4.418449199771437\n", + " -4.328191832278299\n", + "-2.8960570087981266\n", + " -2.776855331587461\n", + " -2.664745010568637\n", + " -2.565560033155638\n", + "-2.4420407992481774\n", + " -2.409839139073248\n", + " -2.359062460967407\n", + "-2.3530034435255693\n", + " -2.338638912247994\n", + " ...\n", + " 3.2582718915406437\n", + " 3.262555265036151\n", + " 3.263276373041591\n", + " 3.2660749580873727\n", + " 3.270183577105285\n", + " 3.2703970090752588\n", + " 3.280517092261622\n", + " 3.285071429428732\n", + " 3.2878479642741385\n", + " 3.294495352092934\n", + " 3.294918119086028\n", + " 3.2983073196779755" + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(clus_1.companions['log_a'])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Taking a look at the BPASS Cluster vs MIST cluster Observer's HR Diagram" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Remember to use a distance modulus!\n", + "plt.plot(clus_1.star_systems['m_ubv_B'] - clus_1.star_systems[\"m_ubv_V\"],\n", + " clus_1.star_systems[\"m_ubv_V\"] - 5 * np.log10(1000/10), \"r.\",\n", + " label=\"BPASS\", alpha =0.3)\n", + "plt.plot(clus_2.star_systems['m_ubv_B'] - clus_2.star_systems[\"m_ubv_V\"],\n", + " clus_2.star_systems[\"m_ubv_V\"] - 5 * np.log10(1000/10), \"b+\",\n", + " label=\"MIST\", alpha=0.1)\n", + "plt.xlabel(\"B-V\")\n", + "plt.ylabel(\"M_V\")\n", + "plt.title(\"Color magnitude Diagram of clusters at 0.1Z_solar \\n\" +\n", + " \" and 10**7.0 years age\")\n", + "plt.gca().invert_yaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/ipykernel_launcher.py:6: RuntimeWarning: divide by zero encountered in log10\n", + " \n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/ipykernel_launcher.py:8: RuntimeWarning: divide by zero encountered in log10\n", + " \n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(np.log10(clus_2.star_systems['Teff']), np.log10(clus_2.star_systems[\"L\"]),\n", + " \"b+\", label=\"MIST\", alpha=0.15)\n", + "plt.plot(np.log10(clus_2.companions['Teff']), np.log10(clus_2.companions[\"L\"]),\n", + " \"b+\", alpha=0.15)\n", + "plt.plot(np.log10(clus_1.star_systems['Teff']), np.log10(clus_1.star_systems[\"L\"]),\n", + " \"r.\", alpha=0.5)\n", + "plt.plot(np.log10(clus_1.companions['Teff']), np.log10(clus_1.companions[\"L\"]),\n", + " \"r.\",label=\"BPASS Cluster\", alpha=0.5)\n", + "plt.xlabel(\"log($T_{eff}$ in kelvin)\")\n", + "plt.ylabel(\"log(L in watts)\")\n", + "plt.title(\"HR Diagram of clusters at 0.1Z_solar and 10**7.0 years age\")\n", + "plt.gca().invert_xaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Looking at which star system's primary/single stars are the white dwarves?" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 0, 3, 4, ..., 2677, 2678, 2680])" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import numpy as np\n", + "np.where(clus_1.star_systems['phase'] == 101.0)[0]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Black Holes?" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([], dtype=int64)" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.where(clus_1.star_systems['phase'] == 103.0)[0]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Neutron Stars?" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([], dtype=int64)" + ] + }, + "execution_count": 57, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.where(clus_1.star_systems['phase'] == 102.0)[0]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Total mass of the cluster?" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "19800.974080058662" + ] + }, + "execution_count": 58, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "clus_1.star_systems['systemMass'].sum()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What Phases representedin each cluster? Sanity check for mergers not being included in the BPASS" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='phase' dtype='float64' length=3>\n", + "\n", + "\n", + "\n", + "\n", + "
-99.0
5.0
101.0
" + ], + "text/plain": [ + "\n", + "-99.0\n", + " 5.0\n", + "101.0" + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(clus_1.star_systems['phase'])" + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Table length=9416\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
masssystemMassTeffLloggisWRmass_currentphasemetallicityisMultiplemergedm_ubv_Um_ubv_Vm_ubv_Bm_ubv_Rm_ubv_I
float64float64float64float64float64float64float64float64float64boolfloat64float64float64float64float64float64
1.06817965351566671.6350846101200718nannannannannan-99.0-1.0True0.0nannannannannan
0.81333406896257271.244420375099297nannannannannan-99.0-1.0True0.0nannannannannan
8.44514973051459426.5972273590802nannannannannan-99.0-1.0True0.06.6361488422267657.6361488422267677.6361488422267678.2474250108400478.247425010840047
0.50887446451892520.9225955681633743nannannannannan-99.0-1.0True0.0nannannannannan
0.467459444761455960.8722183637630846nannannannannan-99.0-1.0True0.0nannannannannan
3.9319986294257894.662599889788373nannannannannan-99.0-1.0True0.0nannannannannan
1.81467496973968964.947363728710449nannannannannan-99.0-1.0True0.015.014.015.014.014.0
1.13214581857035721.62849939542187nannannannannan-99.0-1.0True0.0nannannannannan
1.12721139081857482.189725290254545nannannannannan-99.0-1.0True0.0nannannannannan
0.53464882847602660.9445725381933454nannannannannan-99.0-1.0True0.0nannannannannan
................................................
0.41120494770845730.4112049477084573nannannannannan-99.0-1.0False0.0nannannannannan
0.74950713211416140.7495071321141614nannannannannan-99.0-1.0False0.0nannannannannan
0.70256167763273560.7025616776327356nannannannannan-99.0-1.0False0.0nannannannannan
0.50967591146882350.5096759114688235nannannannannan-99.0-1.0False0.0nannannannannan
0.52928915835219110.5292891583521911nannannannannan-99.0-1.0False0.0nannannannannan
0.49126644076313020.4912664407631302nannannannannan-99.0-1.0False0.0nannannannannan
0.52776405269196610.5277640526919661nannannannannan-99.0-1.0False0.0nannannannannan
0.74306184169760570.7430618416976057nannannannannan-99.0-1.0False0.0nannannannannan
0.47819096418248440.4781909641824844nannannannannan-99.0-1.0False0.0nannannannannan
0.43255528581240850.4325552858124085nannannannannan-99.0-1.0False0.0nannannannannan
" + ], + "text/plain": [ + "\n", + " mass systemMass ... m_ubv_R m_ubv_I \n", + " float64 float64 ... float64 float64 \n", + "------------------- ------------------ ... ----------------- -----------------\n", + " 1.0681796535156667 1.6350846101200718 ... nan nan\n", + " 0.8133340689625727 1.244420375099297 ... nan nan\n", + " 8.445149730514594 26.5972273590802 ... 8.247425010840047 8.247425010840047\n", + " 0.5088744645189252 0.9225955681633743 ... nan nan\n", + "0.46745944476145596 0.8722183637630846 ... nan nan\n", + " 3.931998629425789 4.662599889788373 ... nan nan\n", + " 1.8146749697396896 4.947363728710449 ... 14.0 14.0\n", + " 1.1321458185703572 1.62849939542187 ... nan nan\n", + " 1.1272113908185748 2.189725290254545 ... nan nan\n", + " 0.5346488284760266 0.9445725381933454 ... nan nan\n", + " ... ... ... ... ...\n", + " 0.4112049477084573 0.4112049477084573 ... nan nan\n", + " 0.7495071321141614 0.7495071321141614 ... nan nan\n", + " 0.7025616776327356 0.7025616776327356 ... nan nan\n", + " 0.5096759114688235 0.5096759114688235 ... nan nan\n", + " 0.5292891583521911 0.5292891583521911 ... nan nan\n", + " 0.4912664407631302 0.4912664407631302 ... nan nan\n", + " 0.5277640526919661 0.5277640526919661 ... nan nan\n", + " 0.7430618416976057 0.7430618416976057 ... nan nan\n", + " 0.4781909641824844 0.4781909641824844 ... nan nan\n", + " 0.4325552858124085 0.4325552858124085 ... nan nan" + ] + }, + "execution_count": 60, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "clus_1.star_systems[np.where(clus_1.star_systems['phase']==-99)[0]]" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "astroconda", + "language": "python", + "name": "astroconda" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.10" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/Test_Plots/TestPlot_7.0_MIST_1.0.ipynb b/Test_Plots/TestPlot_7.0_MIST_1.0.ipynb new file mode 100644 index 00000000..95e926ca --- /dev/null +++ b/Test_Plots/TestPlot_7.0_MIST_1.0.ipynb @@ -0,0 +1,4170 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Testing the BPASS Isochrone at $10^{7.0}$ Years Age and Comparing with MIST Model (Solar Metallicity)\n", + "In this BPASS isochrone and cluster plot, I go over the BPASS isochrone for 10^7 years age, solar metallicity, AKs=0.0, and distance of 1000 parsecs from Earth. From the isochrone and cluster, we discuss several plots such as the log_g frequency distribution of the isochrone, the color magnitude diagram ($B-V$ vs $M_V$), and the mass luminosity relationship of the cluster." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## This is for example as well as debugging purposes." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/pysynphot/locations.py:345: UserWarning: Extinction files not found in /g/lu/models/cdbs/extinction\n", + " warnings.warn('Extinction files not found in %s' % (extdir, ))\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/pysynphot/refs.py:125: UserWarning: No thermal tables found, no thermal calculations can be performed. No files found for /g/lu/models/cdbs/mtab/*_tmt.fits\n", + " 'no thermal calculations can be performed. ' + str(e))\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "We found files from which we can create our isochrone\n", + "Evolution Models of potential saved isochrone and desired isochrone\n", + "BPASS\n", + "BPASS\n", + "Atmosphereic Models of potential saved isochrone and desired isochrone\n", + "get_merged_atmosphere\n", + "get_merged_atmosphere\n", + "Reddening Laws of potential saved isochrone and desired isochrone\n", + "N09\n", + "N09\n", + "We (re)compute\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/units/quantity.py:479: RuntimeWarning: invalid value encountered in true_divide\n", + " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n", + "/u/ryotainagaki/Desktop/PyPopStar/spisea/evolution.py:1807: RuntimeWarning: overflow encountered in power\n", + " (1 / cs.au) * un.m)\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/units/quantity.py:479: RuntimeWarning: divide by zero encountered in true_divide\n", + " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Changing to logg=4.00 for T= 35763 logg=3.88\n", + "Changing to T= 50000 for T=102134 logg=5.40\n", + "Changing to logg=5.00 for T=102134 logg=5.40\n", + "Changing to T= 50000 for T= 83086 logg=4.67\n", + "Changing to logg=5.00 for T= 83086 logg=4.67\n", + "Changing to T= 50000 for T= 73318 logg=4.84\n", + "Changing to logg=5.00 for T= 73318 logg=4.84\n", + "Changing to T= 50000 for T=101667 logg=5.41\n", + "Changing to logg=5.00 for T=101667 logg=5.41\n", + "Changing to logg=4.00 for T= 31761 logg=3.51\n", + "Changing to logg=4.00 for T= 31615 logg=3.92\n", + "Changing to T= 50000 for T= 63838 logg=4.53\n", + "Changing to logg=5.00 for T= 63838 logg=4.53\n", + "Changing to T= 50000 for T= 67724 logg=4.33\n", + "Changing to logg=5.00 for T= 67724 logg=4.33\n", + "Changing to T= 50000 for T= 72205 logg=4.44\n", + "Changing to logg=5.00 for T= 72205 logg=4.44\n", + "Changing to T= 50000 for T= 90738 logg=5.12\n", + "Changing to logg=5.00 for T= 90738 logg=5.12\n", + "Changing to T= 50000 for T= 71698 logg=4.79\n", + "Changing to logg=5.00 for T= 71698 logg=4.79\n", + "Changing to T= 50000 for T=101368 logg=5.42\n", + "Changing to logg=5.00 for T=101368 logg=5.42\n", + "Changing to T= 50000 for T=102045 logg=5.39\n", + "Changing to logg=5.00 for T=102045 logg=5.39\n", + "Changing to T= 50000 for T=168597 logg=5.82\n", + "Changing to logg=5.00 for T=168597 logg=5.82\n", + "Changing to T= 50000 for T=165067 logg=5.79\n", + "Changing to logg=5.00 for T=165067 logg=5.79\n", + "Changing to T= 50000 for T= 72058 logg=4.80\n", + "Changing to logg=5.00 for T= 72058 logg=4.80\n", + "Changing to T= 50000 for T= 73797 logg=4.47\n", + "Changing to logg=5.00 for T= 73797 logg=4.47\n", + "Changing to T= 50000 for T= 65131 logg=4.26\n", + "Changing to logg=5.00 for T= 65131 logg=4.26\n", + "Changing to T= 50000 for T= 65318 logg=4.27\n", + "Changing to logg=5.00 for T= 65318 logg=4.27\n", + "Changing to T= 50000 for T= 73264 logg=4.46\n", + "Changing to logg=5.00 for T= 73264 logg=4.46\n", + "Changing to T= 50000 for T=103240 logg=5.41\n", + "Changing to logg=5.00 for T=103240 logg=5.41\n", + "Changing to logg=3.00 for T= 21835 logg=2.72\n", + "Changing to T= 50000 for T= 65996 logg=4.30\n", + "Changing to logg=5.00 for T= 65996 logg=4.30\n", + "Changing to logg=4.00 for T= 32897 logg=3.88\n", + "Changing to T= 50000 for T= 72367 logg=4.44\n", + "Changing to logg=5.00 for T= 72367 logg=4.44\n", + "Changing to T= 50000 for T= 69470 logg=4.37\n", + "Changing to logg=5.00 for T= 69470 logg=4.37\n", + "Changing to T= 50000 for T= 71035 logg=4.40\n", + "Changing to logg=5.00 for T= 71035 logg=4.40\n", + "Changing to T= 50000 for T=101167 logg=5.41\n", + "Changing to logg=5.00 for T=101167 logg=5.41\n", + "Changing to T= 50000 for T=100716 logg=5.42\n", + "Changing to logg=5.00 for T=100716 logg=5.42\n", + "Changing to T= 50000 for T= 66764 logg=4.30\n", + "Changing to logg=5.00 for T= 66764 logg=4.30\n", + "Changing to T= 50000 for T= 64973 logg=4.27\n", + "Changing to logg=5.00 for T= 64973 logg=4.27\n", + "Changing to T= 50000 for T= 78703 logg=4.56\n", + "Changing to logg=5.00 for T= 78703 logg=4.56\n", + "Changing to T= 50000 for T= 85269 logg=4.71\n", + "Changing to logg=5.00 for T= 85269 logg=4.71\n", + "Changing to T= 50000 for T= 59869 logg=4.39\n", + "Changing to logg=5.00 for T= 59869 logg=4.39\n", + "Changing to logg=4.50 for T= 42214 logg=3.72\n", + "Changing to T= 50000 for T= 72144 logg=4.80\n", + "Changing to logg=5.00 for T= 72144 logg=4.80\n", + "Changing to T= 50000 for T=101414 logg=5.41\n", + "Changing to logg=5.00 for T=101414 logg=5.41\n", + "Changing to logg=4.50 for T= 47507 logg=3.94\n", + "Changing to T= 50000 for T=168846 logg=5.83\n", + "Changing to logg=5.00 for T=168846 logg=5.83\n", + "Changing to T= 50000 for T= 83778 logg=4.69\n", + "Changing to logg=5.00 for T= 83778 logg=4.69\n", + "Changing to T= 50000 for T=102223 logg=5.38\n", + "Changing to logg=5.00 for T=102223 logg=5.38\n", + "Changing to T= 50000 for T= 67185 logg=4.64\n", + "Changing to logg=5.00 for T= 67185 logg=4.64\n", + "Changing to logg=4.00 for T= 32746 logg=3.73\n", + "Changing to T= 50000 for T= 67151 logg=4.31\n", + "Changing to logg=5.00 for T= 67151 logg=4.31\n", + "Changing to T= 50000 for T= 70500 logg=4.40\n", + "Changing to logg=5.00 for T= 70500 logg=4.40\n", + "Changing to T= 50000 for T=169805 logg=5.84\n", + "Changing to logg=5.00 for T=169805 logg=5.84\n", + "Changing to T= 50000 for T=102527 logg=5.39\n", + "Changing to logg=5.00 for T=102527 logg=5.39\n", + "Changing to T= 50000 for T=102958 logg=5.41\n", + "Changing to logg=5.00 for T=102958 logg=5.41\n", + "Changing to logg=4.50 for T= 46562 logg=3.91\n", + "Changing to T= 50000 for T= 73782 logg=4.47\n", + "Changing to logg=5.00 for T= 73782 logg=4.47\n", + "Changing to T= 50000 for T= 65074 logg=4.27\n", + "Changing to logg=5.00 for T= 65074 logg=4.27\n", + "Changing to logg=3.50 for T= 26285 logg=3.28\n", + "Changing to logg=4.00 for T= 31478 logg=3.74\n", + "Changing to T= 50000 for T= 60679 logg=4.16\n", + "Changing to logg=5.00 for T= 60679 logg=4.16\n", + "Changing to T= 50000 for T=100772 logg=5.42\n", + "Changing to logg=5.00 for T=100772 logg=5.42\n", + "Changing to logg=4.00 for T= 31125 logg=3.66\n", + "Changing to T= 50000 for T= 67630 logg=4.33\n", + "Changing to logg=5.00 for T= 67630 logg=4.33\n", + "Changing to T= 50000 for T=102249 logg=5.40\n", + "Changing to logg=5.00 for T=102249 logg=5.40\n", + "Changing to T= 50000 for T= 74781 logg=4.49\n", + "Changing to logg=5.00 for T= 74781 logg=4.49\n", + "Changing to T= 50000 for T= 56171 logg=4.27\n", + "Changing to logg=5.00 for T= 56171 logg=4.27\n", + "Changing to T= 50000 for T= 73020 logg=4.45\n", + "Changing to logg=5.00 for T= 73020 logg=4.45\n", + "Changing to T= 50000 for T= 69669 logg=4.38\n", + "Changing to logg=5.00 for T= 69669 logg=4.38\n", + "Changing to logg=3.50 for T= 28262 logg=3.29\n", + "Changing to T= 50000 for T= 58381 logg=4.34\n", + "Changing to logg=5.00 for T= 58381 logg=4.34\n", + "Changing to T= 50000 for T= 65755 logg=4.28\n", + "Changing to logg=5.00 for T= 65755 logg=4.28\n", + "Changing to T= 50000 for T= 93573 logg=5.40\n", + "Changing to logg=5.00 for T= 93573 logg=5.40\n", + "Changing to T= 50000 for T=103619 logg=5.41\n", + "Changing to logg=5.00 for T=103619 logg=5.41\n", + "Changing to T= 50000 for T=173680 logg=5.88\n", + "Changing to logg=5.00 for T=173680 logg=5.88\n", + "Changing to T= 50000 for T= 56498 logg=4.28\n", + "Changing to logg=5.00 for T= 56498 logg=4.28\n", + "Changing to T= 50000 for T= 67248 logg=4.32\n", + "Changing to logg=5.00 for T= 67248 logg=4.32\n", + "Changing to T= 50000 for T=103193 logg=5.40\n", + "Changing to logg=5.00 for T=103193 logg=5.40\n", + "Changing to T= 50000 for T= 65928 logg=4.29\n", + "Changing to logg=5.00 for T= 65928 logg=4.29\n", + "Changing to logg=4.00 for T= 31018 logg=3.75\n", + "Changing to T= 50000 for T=174237 logg=5.88\n", + "Changing to logg=5.00 for T=174237 logg=5.88\n", + "Changing to logg=3.50 for T= 26831 logg=3.32\n", + "Changing to T= 50000 for T=102953 logg=5.41\n", + "Changing to logg=5.00 for T=102953 logg=5.41\n", + "Changing to T= 50000 for T=102669 logg=5.40\n", + "Changing to logg=5.00 for T=102669 logg=5.40\n", + "Changing to logg=4.50 for T= 41746 logg=3.70\n", + "Changing to T= 50000 for T= 74427 logg=4.49\n", + "Changing to logg=5.00 for T= 74427 logg=4.49\n", + "Changing to logg=4.00 for T= 32382 logg=3.55\n", + "Changing to T= 50000 for T= 67149 logg=4.32\n", + "Changing to logg=5.00 for T= 67149 logg=4.32\n", + "Changing to T= 50000 for T=101932 logg=5.39\n", + "Changing to logg=5.00 for T=101932 logg=5.39\n", + "Changing to T= 50000 for T= 67855 logg=4.34\n", + "Changing to logg=5.00 for T= 67855 logg=4.34\n", + "Changing to T= 50000 for T= 72947 logg=4.83\n", + "Changing to logg=5.00 for T= 72947 logg=4.83\n", + "Changing to T= 50000 for T=101726 logg=5.41\n", + "Changing to logg=5.00 for T=101726 logg=5.41\n", + "Changing to T= 50000 for T=102282 logg=5.39\n", + "Changing to logg=5.00 for T=102282 logg=5.39\n", + "Changing to T= 50000 for T= 71623 logg=4.42\n", + "Changing to logg=5.00 for T= 71623 logg=4.42\n", + "Changing to logg=3.00 for T= 20951 logg=2.96\n", + "Changing to T= 50000 for T= 67101 logg=4.31\n", + "Changing to logg=5.00 for T= 67101 logg=4.31\n", + "Changing to T= 50000 for T= 67624 logg=4.65\n", + "Changing to logg=5.00 for T= 67624 logg=4.65\n", + "Changing to T= 50000 for T= 72000 logg=4.43\n", + "Changing to logg=5.00 for T= 72000 logg=4.43\n", + "Changing to T= 50000 for T= 73308 logg=4.46\n", + "Changing to logg=5.00 for T= 73308 logg=4.46\n", + "Changing to T= 50000 for T= 52802 logg=3.95\n", + "Changing to logg=5.00 for T= 52802 logg=3.95\n", + "Changing to T= 50000 for T= 71269 logg=4.77\n", + "Changing to logg=5.00 for T= 71269 logg=4.77\n", + "Changing to logg=3.50 for T= 27462 logg=2.95\n", + "Changing to T= 50000 for T=101277 logg=5.41\n", + "Changing to logg=5.00 for T=101277 logg=5.41\n", + "Changing to T= 50000 for T=101445 logg=5.42\n", + "Changing to logg=5.00 for T=101445 logg=5.42\n", + "Changing to logg=4.50 for T= 44222 logg=3.81\n", + "Changing to T= 50000 for T= 74381 logg=4.48\n", + "Changing to logg=5.00 for T= 74381 logg=4.48\n", + "Changing to logg=5.00 for T= 49067 logg=4.01\n", + "Changing to logg=3.50 for T= 30090 logg=2.88\n", + "Changing to T= 50000 for T= 71302 logg=4.41\n", + "Changing to logg=5.00 for T= 71302 logg=4.41\n", + "Changing to T= 50000 for T=102113 logg=5.40\n", + "Changing to logg=5.00 for T=102113 logg=5.40\n", + "Changing to T= 50000 for T= 69859 logg=4.38\n", + "Changing to logg=5.00 for T= 69859 logg=4.38\n", + "Changing to T= 50000 for T= 88965 logg=4.76\n", + "Changing to logg=5.00 for T= 88965 logg=4.76\n", + "Changing to T= 50000 for T= 68314 logg=4.34\n", + "Changing to logg=5.00 for T= 68314 logg=4.34\n", + "Changing to T= 50000 for T= 83044 logg=5.15\n", + "Changing to logg=5.00 for T= 83044 logg=5.15\n", + "Changing to T= 50000 for T= 68290 logg=4.34\n", + "Changing to logg=5.00 for T= 68290 logg=4.34\n", + "Changing to T= 50000 for T= 71598 logg=4.42\n", + "Changing to logg=5.00 for T= 71598 logg=4.42\n", + "Changing to T= 50000 for T= 66293 logg=4.31\n", + "Changing to logg=5.00 for T= 66293 logg=4.31\n", + "Changing to T= 50000 for T= 65569 logg=4.28\n", + "Changing to logg=5.00 for T= 65569 logg=4.28\n", + "Changing to T= 50000 for T= 52338 logg=4.13\n", + "Changing to logg=5.00 for T= 52338 logg=4.13\n", + "Changing to T= 50000 for T=102353 logg=5.41\n", + "Changing to logg=5.00 for T=102353 logg=5.41\n", + "Changing to T= 50000 for T=102527 logg=5.40\n", + "Changing to logg=5.00 for T=102527 logg=5.40\n", + "Changing to T= 50000 for T= 75943 logg=4.93\n", + "Changing to logg=5.00 for T= 75943 logg=4.93\n", + "Changing to T= 50000 for T= 67022 logg=4.33\n", + "Changing to logg=5.00 for T= 67022 logg=4.33\n", + "Changing to T= 50000 for T=103200 logg=5.41\n", + "Changing to logg=5.00 for T=103200 logg=5.41\n", + "Changing to T= 50000 for T= 66816 logg=4.31\n", + "Changing to logg=5.00 for T= 66816 logg=4.31\n", + "Changing to logg=4.50 for T= 42930 logg=3.76\n", + "Changing to logg=3.50 for T= 28029 logg=3.30\n", + "Changing to logg=4.50 for T= 45454 logg=3.86\n", + "Changing to T= 50000 for T= 69799 logg=4.38\n", + "Changing to logg=5.00 for T= 69799 logg=4.38\n", + "Changing to T= 50000 for T= 78201 logg=4.55\n", + "Changing to logg=5.00 for T= 78201 logg=4.55\n", + "Changing to T= 50000 for T=102040 logg=5.39\n", + "Changing to logg=5.00 for T=102040 logg=5.39\n", + "Changing to T= 50000 for T= 68468 logg=4.34\n", + "Changing to logg=5.00 for T= 68468 logg=4.34\n", + "Changing to T= 50000 for T= 61423 logg=4.19\n", + "Changing to logg=5.00 for T= 61423 logg=4.19\n", + "Changing to T= 50000 for T= 91289 logg=5.38\n", + "Changing to logg=5.00 for T= 91289 logg=5.38\n", + "Changing to T= 50000 for T= 69920 logg=4.38\n", + "Changing to logg=5.00 for T= 69920 logg=4.38\n", + "Changing to logg=3.00 for T= 19883 logg=2.48\n", + "Changing to T= 50000 for T=103383 logg=5.41\n", + "Changing to logg=5.00 for T=103383 logg=5.41\n", + "Changing to T= 50000 for T= 66702 logg=4.30\n", + "Changing to logg=5.00 for T= 66702 logg=4.30\n", + "Changing to T= 50000 for T= 73925 logg=4.47\n", + "Changing to logg=5.00 for T= 73925 logg=4.47\n", + "Changing to T= 50000 for T= 72249 logg=4.43\n", + "Changing to logg=5.00 for T= 72249 logg=4.43\n", + "Changing to T= 50000 for T= 72622 logg=4.45\n", + "Changing to logg=5.00 for T= 72622 logg=4.45\n", + "Changing to T= 50000 for T=102056 logg=5.41\n", + "Changing to logg=5.00 for T=102056 logg=5.41\n", + "Changing to T= 50000 for T= 75866 logg=4.52\n", + "Changing to logg=5.00 for T= 75866 logg=4.52\n", + "Changing to T= 50000 for T= 65814 logg=4.28\n", + "Changing to logg=5.00 for T= 65814 logg=4.28\n", + "Changing to T= 50000 for T= 76554 logg=4.95\n", + "Changing to logg=5.00 for T= 76554 logg=4.95\n", + "Changing to logg=4.50 for T= 41743 logg=3.70\n", + "Changing to logg=4.50 for T= 42917 logg=3.76\n", + "Changing to T= 50000 for T= 68712 logg=4.36\n", + "Changing to logg=5.00 for T= 68712 logg=4.36\n", + "Changing to T= 50000 for T= 67059 logg=4.33\n", + "Changing to logg=5.00 for T= 67059 logg=4.33\n", + "Changing to T= 50000 for T= 68757 logg=4.35\n", + "Changing to logg=5.00 for T= 68757 logg=4.35\n", + "Changing to T= 50000 for T=103674 logg=5.41\n", + "Changing to logg=5.00 for T=103674 logg=5.41\n", + "Changing to T= 50000 for T= 73889 logg=4.47\n", + "Changing to logg=5.00 for T= 73889 logg=4.47\n", + "Changing to T= 50000 for T= 67473 logg=4.32\n", + "Changing to logg=5.00 for T= 67473 logg=4.32\n", + "Changing to T= 50000 for T=102237 logg=5.40\n", + "Changing to logg=5.00 for T=102237 logg=5.40\n", + "Changing to T= 50000 for T=102991 logg=5.41\n", + "Changing to logg=5.00 for T=102991 logg=5.41\n", + "Changing to T= 50000 for T=101728 logg=5.41\n", + "Changing to logg=5.00 for T=101728 logg=5.41\n", + "Changing to logg=4.50 for T= 45086 logg=3.85\n", + "Changing to T= 50000 for T= 66364 logg=4.29\n", + "Changing to logg=5.00 for T= 66364 logg=4.29\n", + "Changing to T= 50000 for T=102308 logg=5.41\n", + "Changing to logg=5.00 for T=102308 logg=5.41\n", + "Changing to T= 50000 for T= 94748 logg=5.39\n", + "Changing to logg=5.00 for T= 94748 logg=5.39\n", + "Changing to T= 50000 for T=102400 logg=5.42\n", + "Changing to logg=5.00 for T=102400 logg=5.42\n", + "Changing to logg=4.00 for T= 32467 logg=3.86\n", + "Changing to T= 50000 for T= 73320 logg=4.46\n", + "Changing to logg=5.00 for T= 73320 logg=4.46\n", + "Changing to T= 50000 for T= 74218 logg=4.48\n", + "Changing to logg=5.00 for T= 74218 logg=4.48\n", + "Changing to T= 50000 for T= 69844 logg=4.38\n", + "Changing to logg=5.00 for T= 69844 logg=4.38\n", + "Changing to T= 50000 for T= 64999 logg=4.26\n", + "Changing to logg=5.00 for T= 64999 logg=4.26\n", + "Changing to T= 50000 for T=101623 logg=5.40\n", + "Changing to logg=5.00 for T=101623 logg=5.40\n", + "Changing to T= 50000 for T=162637 logg=5.76\n", + "Changing to logg=5.00 for T=162637 logg=5.76\n", + "Changing to T= 50000 for T= 68091 logg=4.34\n", + "Changing to logg=5.00 for T= 68091 logg=4.34\n", + "Changing to T= 50000 for T= 69256 logg=4.37\n", + "Changing to logg=5.00 for T= 69256 logg=4.37\n", + "Changing to T= 50000 for T= 67185 logg=4.32\n", + "Changing to logg=5.00 for T= 67185 logg=4.32\n", + "Changing to T= 50000 for T=103279 logg=5.41\n", + "Changing to logg=5.00 for T=103279 logg=5.41\n", + "Changing to T= 50000 for T= 69328 logg=4.36\n", + "Changing to logg=5.00 for T= 69328 logg=4.36\n", + "Changing to T= 50000 for T= 68509 logg=4.34\n", + "Changing to logg=5.00 for T= 68509 logg=4.34\n", + "Changing to T= 50000 for T=102134 logg=5.40\n", + "Changing to logg=5.00 for T=102134 logg=5.40\n", + "Changing to T= 50000 for T= 60392 logg=4.41\n", + "Changing to logg=5.00 for T= 60392 logg=4.41\n", + "Changing to T= 50000 for T=103343 logg=5.41\n", + "Changing to logg=5.00 for T=103343 logg=5.41\n", + "Changing to T= 50000 for T= 72629 logg=4.45\n", + "Changing to logg=5.00 for T= 72629 logg=4.45\n", + "Changing to T= 50000 for T=102866 logg=5.41\n", + "Changing to logg=5.00 for T=102866 logg=5.41\n", + "Changing to T= 50000 for T=102433 logg=5.39\n", + "Changing to logg=5.00 for T=102433 logg=5.39\n", + "Changing to T= 50000 for T= 82949 logg=5.17\n", + "Changing to logg=5.00 for T= 82949 logg=5.17\n", + "Changing to logg=3.50 for T= 26486 logg=3.38\n", + "Changing to T= 50000 for T=103319 logg=5.40\n", + "Changing to logg=5.00 for T=103319 logg=5.40\n", + "Changing to T= 50000 for T= 57106 logg=4.30\n", + "Changing to logg=5.00 for T= 57106 logg=4.30\n", + "Changing to T= 50000 for T= 66876 logg=4.31\n", + "Changing to logg=5.00 for T= 66876 logg=4.31\n", + "Changing to T= 50000 for T=103409 logg=5.41\n", + "Changing to logg=5.00 for T=103409 logg=5.41\n", + "Changing to T= 50000 for T= 72729 logg=4.45\n", + "Changing to logg=5.00 for T= 72729 logg=4.45\n", + "Changing to logg=3.00 for T= 23512 logg=2.25\n", + "Changing to T= 50000 for T= 74855 logg=4.49\n", + "Changing to logg=5.00 for T= 74855 logg=4.49\n", + "Changing to T= 50000 for T= 72709 logg=4.44\n", + "Changing to logg=5.00 for T= 72709 logg=4.44\n", + "Changing to T= 50000 for T= 50619 logg=4.06\n", + "Changing to logg=5.00 for T= 50619 logg=4.06\n", + "Changing to T= 50000 for T= 72056 logg=4.43\n", + "Changing to logg=5.00 for T= 72056 logg=4.43\n", + "Changing to logg=4.50 for T= 43710 logg=3.79\n", + "Changing to T= 50000 for T=101391 logg=5.41\n", + "Changing to logg=5.00 for T=101391 logg=5.41\n", + "Changing to T= 50000 for T= 66924 logg=4.31\n", + "Changing to logg=5.00 for T= 66924 logg=4.31\n", + "Changing to T= 50000 for T= 65516 logg=4.27\n", + "Changing to logg=5.00 for T= 65516 logg=4.27\n", + "Changing to logg=4.50 for T= 42028 logg=3.72\n", + "Changing to T= 50000 for T= 82065 logg=4.94\n", + "Changing to logg=5.00 for T= 82065 logg=4.94\n", + "Changing to T= 50000 for T=170279 logg=5.84\n", + "Changing to logg=5.00 for T=170279 logg=5.84\n", + "Changing to T= 50000 for T=101747 logg=5.38\n", + "Changing to logg=5.00 for T=101747 logg=5.38\n", + "Changing to T= 50000 for T= 68431 logg=4.34\n", + "Changing to logg=5.00 for T= 68431 logg=4.34\n", + "Changing to T= 50000 for T= 72644 logg=4.44\n", + "Changing to logg=5.00 for T= 72644 logg=4.44\n", + "Changing to T= 50000 for T= 61468 logg=4.45\n", + "Changing to logg=5.00 for T= 61468 logg=4.45\n", + "Changing to T= 50000 for T= 67391 logg=4.32\n", + "Changing to logg=5.00 for T= 67391 logg=4.32\n", + "Changing to T= 50000 for T= 67360 logg=4.33\n", + "Changing to logg=5.00 for T= 67360 logg=4.33\n", + "Changing to T= 50000 for T= 66968 logg=4.31\n", + "Changing to logg=5.00 for T= 66968 logg=4.31\n", + "Changing to T= 50000 for T= 64880 logg=4.26\n", + "Changing to logg=5.00 for T= 64880 logg=4.26\n", + "Changing to T= 50000 for T= 67191 logg=4.32\n", + "Changing to logg=5.00 for T= 67191 logg=4.32\n", + "Changing to T= 50000 for T=101962 logg=5.39\n", + "Changing to logg=5.00 for T=101962 logg=5.39\n", + "Changing to T= 50000 for T=103464 logg=5.41\n", + "Changing to logg=5.00 for T=103464 logg=5.41\n", + "Changing to T= 50000 for T= 67276 logg=4.32\n", + "Changing to logg=5.00 for T= 67276 logg=4.32\n", + "Changing to T= 50000 for T= 93233 logg=5.17\n", + "Changing to logg=5.00 for T= 93233 logg=5.17\n", + "Changing to T= 50000 for T= 66595 logg=4.30\n", + "Changing to logg=5.00 for T= 66595 logg=4.30\n", + "Changing to T= 50000 for T= 74182 logg=4.48\n", + "Changing to logg=5.00 for T= 74182 logg=4.48\n", + "Changing to T= 50000 for T= 71973 logg=4.43\n", + "Changing to logg=5.00 for T= 71973 logg=4.43\n", + "Changing to T= 50000 for T=102353 logg=5.41\n", + "Changing to logg=5.00 for T=102353 logg=5.41\n", + "Changing to T= 50000 for T= 52235 logg=4.13\n", + "Changing to logg=5.00 for T= 52235 logg=4.13\n", + "Changing to T= 50000 for T= 65822 logg=4.29\n", + "Changing to logg=5.00 for T= 65822 logg=4.29\n", + "Changing to T= 50000 for T= 65203 logg=4.27\n", + "Changing to logg=5.00 for T= 65203 logg=4.27\n", + "Changing to T= 50000 for T= 68099 logg=4.34\n", + "Changing to logg=5.00 for T= 68099 logg=4.34\n", + "Changing to T= 50000 for T= 61325 logg=4.18\n", + "Changing to logg=5.00 for T= 61325 logg=4.18\n", + "Changing to T= 50000 for T=171609 logg=5.85\n", + "Changing to logg=5.00 for T=171609 logg=5.85\n", + "Changing to T= 50000 for T= 72778 logg=4.45\n", + "Changing to logg=5.00 for T= 72778 logg=4.45\n", + "Changing to T= 50000 for T= 67324 logg=4.32\n", + "Changing to logg=5.00 for T= 67324 logg=4.32\n", + "Changing to T= 50000 for T= 69021 logg=4.36\n", + "Changing to logg=5.00 for T= 69021 logg=4.36\n", + "Changing to T= 50000 for T=101974 logg=5.40\n", + "Changing to logg=5.00 for T=101974 logg=5.40\n", + "Changing to T= 50000 for T= 64536 logg=4.26\n", + "Changing to logg=5.00 for T= 64536 logg=4.26\n", + "Changing to T= 50000 for T=176181 logg=5.90\n", + "Changing to logg=5.00 for T=176181 logg=5.90\n", + "Changing to T= 50000 for T= 74444 logg=4.49\n", + "Changing to logg=5.00 for T= 74444 logg=4.49\n", + "Changing to T= 50000 for T=164324 logg=5.78\n", + "Changing to logg=5.00 for T=164324 logg=5.78\n", + "Changing to T= 50000 for T=103719 logg=5.41\n", + "Changing to logg=5.00 for T=103719 logg=5.41\n", + "Changing to T= 50000 for T= 69390 logg=4.71\n", + "Changing to logg=5.00 for T= 69390 logg=4.71\n", + "Changing to T= 50000 for T= 71038 logg=4.43\n", + "Changing to logg=5.00 for T= 71038 logg=4.43\n", + "Changing to T= 50000 for T= 66434 logg=4.30\n", + "Changing to logg=5.00 for T= 66434 logg=4.30\n", + "Changing to T= 50000 for T= 75950 logg=4.93\n", + "Changing to logg=5.00 for T= 75950 logg=4.93\n", + "Changing to T= 50000 for T=101887 logg=5.41\n", + "Changing to logg=5.00 for T=101887 logg=5.41\n", + "Changing to logg=4.50 for T= 43082 logg=3.76\n", + "Changing to T= 50000 for T= 65498 logg=4.28\n", + "Changing to logg=5.00 for T= 65498 logg=4.28\n", + "Changing to T= 50000 for T=102419 logg=5.40\n", + "Changing to logg=5.00 for T=102419 logg=5.40\n", + "Changing to T= 50000 for T= 80053 logg=4.57\n", + "Changing to logg=5.00 for T= 80053 logg=4.57\n", + "Changing to T= 50000 for T=169602 logg=5.84\n", + "Changing to logg=5.00 for T=169602 logg=5.84\n", + "Changing to logg=4.00 for T= 32053 logg=3.87\n", + "Changing to T= 50000 for T=103359 logg=5.41\n", + "Changing to logg=5.00 for T=103359 logg=5.41\n", + "Changing to T= 50000 for T= 59860 logg=4.13\n", + "Changing to logg=5.00 for T= 59860 logg=4.13\n", + "Changing to T= 50000 for T= 66357 logg=4.29\n", + "Changing to logg=5.00 for T= 66357 logg=4.29\n", + "Changing to logg=4.00 for T= 34489 logg=3.74\n", + "Changing to T= 50000 for T=170381 logg=5.84\n", + "Changing to logg=5.00 for T=170381 logg=5.84\n", + "Changing to logg=4.00 for T= 32498 logg=3.50\n", + "Changing to T= 50000 for T= 66487 logg=4.30\n", + "Changing to logg=5.00 for T= 66487 logg=4.30\n", + "Changing to T= 50000 for T= 59709 logg=4.13\n", + "Changing to logg=5.00 for T= 59709 logg=4.13\n", + "Changing to T= 50000 for T= 62689 logg=4.49\n", + "Changing to logg=5.00 for T= 62689 logg=4.49\n", + "Changing to T= 50000 for T= 68000 logg=4.33\n", + "Changing to logg=5.00 for T= 68000 logg=4.33\n", + "Changing to logg=4.50 for T= 48500 logg=3.98\n", + "Changing to T= 50000 for T= 71723 logg=4.42\n", + "Changing to logg=5.00 for T= 71723 logg=4.42\n", + "Changing to T= 50000 for T= 73712 logg=4.47\n", + "Changing to logg=5.00 for T= 73712 logg=4.47\n", + "Changing to T= 50000 for T= 65990 logg=4.29\n", + "Changing to logg=5.00 for T= 65990 logg=4.29\n", + "Changing to T= 50000 for T= 74967 logg=4.50\n", + "Changing to logg=5.00 for T= 74967 logg=4.50\n", + "Changing to T= 50000 for T= 92342 logg=5.39\n", + "Changing to logg=5.00 for T= 92342 logg=5.39\n", + "Changing to T= 50000 for T=101007 logg=5.42\n", + "Changing to logg=5.00 for T=101007 logg=5.42\n", + "Changing to T= 50000 for T=103750 logg=5.41\n", + "Changing to logg=5.00 for T=103750 logg=5.41\n", + "Changing to T= 50000 for T= 68223 logg=4.34\n", + "Changing to logg=5.00 for T= 68223 logg=4.34\n", + "Changing to T= 50000 for T= 59073 logg=4.37\n", + "Changing to logg=5.00 for T= 59073 logg=4.37\n", + "Changing to T= 50000 for T=102806 logg=5.41\n", + "Changing to logg=5.00 for T=102806 logg=5.41\n", + "Changing to T= 50000 for T=132468 logg=5.53\n", + "Changing to logg=5.00 for T=132468 logg=5.53\n", + "Changing to logg=4.50 for T= 42780 logg=3.75\n", + "Changing to T= 50000 for T= 61518 logg=4.45\n", + "Changing to logg=5.00 for T= 61518 logg=4.45\n", + "Changing to T= 50000 for T=102197 logg=5.40\n", + "Changing to logg=5.00 for T=102197 logg=5.40\n", + "Changing to T= 50000 for T= 74305 logg=4.48\n", + "Changing to logg=5.00 for T= 74305 logg=4.48\n", + "Changing to T= 50000 for T= 65130 logg=4.27\n", + "Changing to logg=5.00 for T= 65130 logg=4.27\n", + "Changing to T= 50000 for T= 68970 logg=4.36\n", + "Changing to logg=5.00 for T= 68970 logg=4.36\n", + "Changing to T= 50000 for T= 69746 logg=4.38\n", + "Changing to logg=5.00 for T= 69746 logg=4.38\n", + "Changing to T= 50000 for T= 64874 logg=4.27\n", + "Changing to logg=5.00 for T= 64874 logg=4.27\n", + "Changing to T= 50000 for T= 54789 logg=4.22\n", + "Changing to logg=5.00 for T= 54789 logg=4.22\n", + "Changing to T= 50000 for T= 80822 logg=5.09\n", + "Changing to logg=5.00 for T= 80822 logg=5.09\n", + "Changing to logg=4.00 for T= 32240 logg=3.61\n", + "Changing to T= 50000 for T= 70824 logg=4.40\n", + "Changing to logg=5.00 for T= 70824 logg=4.40\n", + "Changing to T= 50000 for T= 74024 logg=4.48\n", + "Changing to logg=5.00 for T= 74024 logg=4.48\n", + "Changing to logg=4.50 for T= 46746 logg=3.91\n", + "Changing to T= 50000 for T= 92805 logg=5.39\n", + "Changing to logg=5.00 for T= 92805 logg=5.39\n", + "Changing to logg=4.50 for T= 46309 logg=3.90\n", + "Changing to T= 50000 for T= 78712 logg=5.02\n", + "Changing to logg=5.00 for T= 78712 logg=5.02\n", + "Changing to logg=4.00 for T= 31309 logg=3.80\n", + "Changing to T= 50000 for T= 56169 logg=4.27\n", + "Changing to logg=5.00 for T= 56169 logg=4.27\n", + "Changing to T= 50000 for T= 67593 logg=4.33\n", + "Changing to logg=5.00 for T= 67593 logg=4.33\n", + "Changing to T= 50000 for T= 74602 logg=4.49\n", + "Changing to logg=5.00 for T= 74602 logg=4.49\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 55242 logg=3.98\n", + "Changing to logg=5.00 for T= 55242 logg=3.98\n", + "Changing to logg=4.00 for T= 33232 logg=3.72\n", + "Changing to T= 50000 for T= 76516 logg=4.96\n", + "Changing to logg=5.00 for T= 76516 logg=4.96\n", + "Changing to T= 50000 for T= 65967 logg=4.28\n", + "Changing to logg=5.00 for T= 65967 logg=4.28\n", + "Changing to logg=4.00 for T= 34156 logg=3.75\n", + "Changing to T= 50000 for T= 72751 logg=4.45\n", + "Changing to logg=5.00 for T= 72751 logg=4.45\n", + "Changing to T= 50000 for T= 72197 logg=4.43\n", + "Changing to logg=5.00 for T= 72197 logg=4.43\n", + "Changing to logg=4.00 for T= 36458 logg=3.95\n", + "Changing to T= 50000 for T= 67178 logg=4.31\n", + "Changing to logg=5.00 for T= 67178 logg=4.31\n", + "Changing to T= 50000 for T=103863 logg=5.41\n", + "Changing to logg=5.00 for T=103863 logg=5.41\n", + "Changing to T= 50000 for T=103060 logg=5.41\n", + "Changing to logg=5.00 for T=103060 logg=5.41\n", + "Changing to logg=4.50 for T= 48012 logg=3.96\n", + "Changing to T= 50000 for T= 51387 logg=4.09\n", + "Changing to logg=5.00 for T= 51387 logg=4.09\n", + "Changing to T= 50000 for T=103870 logg=5.41\n", + "Changing to logg=5.00 for T=103870 logg=5.41\n", + "Changing to T= 50000 for T= 65184 logg=4.27\n", + "Changing to logg=5.00 for T= 65184 logg=4.27\n", + "Changing to T= 50000 for T= 94724 logg=5.40\n", + "Changing to logg=5.00 for T= 94724 logg=5.40\n", + "Changing to T= 50000 for T= 66243 logg=4.29\n", + "Changing to logg=5.00 for T= 66243 logg=4.29\n", + "Changing to T= 50000 for T=102009 logg=5.40\n", + "Changing to logg=5.00 for T=102009 logg=5.40\n", + "Changing to T= 50000 for T= 72942 logg=4.45\n", + "Changing to logg=5.00 for T= 72942 logg=4.45\n", + "Changing to T= 50000 for T= 67151 logg=4.32\n", + "Changing to logg=5.00 for T= 67151 logg=4.32\n", + "Changing to T= 50000 for T= 67344 logg=4.32\n", + "Changing to logg=5.00 for T= 67344 logg=4.32\n", + "Changing to T= 50000 for T= 69946 logg=4.39\n", + "Changing to logg=5.00 for T= 69946 logg=4.39\n", + "Changing to logg=4.50 for T= 45774 logg=3.87\n", + "Changing to T= 50000 for T= 67186 logg=4.31\n", + "Changing to logg=5.00 for T= 67186 logg=4.31\n", + "Changing to T= 50000 for T= 68127 logg=4.34\n", + "Changing to logg=5.00 for T= 68127 logg=4.34\n", + "Changing to logg=3.50 for T= 27299 logg=3.50\n", + "Changing to T= 50000 for T= 65605 logg=4.58\n", + "Changing to logg=5.00 for T= 65605 logg=4.58\n", + "Changing to T= 50000 for T= 68824 logg=4.36\n", + "Changing to logg=5.00 for T= 68824 logg=4.36\n", + "Changing to T= 50000 for T= 69684 logg=4.38\n", + "Changing to logg=5.00 for T= 69684 logg=4.38\n", + "Changing to T= 50000 for T=172675 logg=5.87\n", + "Changing to logg=5.00 for T=172675 logg=5.87\n", + "Changing to logg=5.00 for T= 49828 logg=4.04\n", + "Changing to T= 50000 for T= 67582 logg=4.33\n", + "Changing to logg=5.00 for T= 67582 logg=4.33\n", + "Changing to T= 50000 for T= 83603 logg=5.19\n", + "Changing to logg=5.00 for T= 83603 logg=5.19\n", + "Changing to T= 50000 for T=102922 logg=5.42\n", + "Changing to logg=5.00 for T=102922 logg=5.42\n", + "Changing to T= 50000 for T= 67806 logg=4.33\n", + "Changing to logg=5.00 for T= 67806 logg=4.33\n", + "Changing to T= 50000 for T= 67816 logg=4.33\n", + "Changing to logg=5.00 for T= 67816 logg=4.33\n", + "Changing to T= 50000 for T= 76206 logg=4.80\n", + "Changing to logg=5.00 for T= 76206 logg=4.80\n", + "Changing to T= 50000 for T=102440 logg=5.41\n", + "Changing to logg=5.00 for T=102440 logg=5.41\n", + "Changing to T= 50000 for T= 79382 logg=5.04\n", + "Changing to logg=5.00 for T= 79382 logg=5.04\n", + "Changing to T= 50000 for T= 95984 logg=4.82\n", + "Changing to logg=5.00 for T= 95984 logg=4.82\n", + "Changing to T= 50000 for T=109252 logg=5.51\n", + "Changing to logg=5.00 for T=109252 logg=5.51\n", + "Changing to T= 50000 for T= 69247 logg=4.37\n", + "Changing to logg=5.00 for T= 69247 logg=4.37\n", + "Changing to T= 50000 for T= 74302 logg=4.48\n", + "Changing to logg=5.00 for T= 74302 logg=4.48\n", + "Changing to T= 50000 for T= 69725 logg=4.38\n", + "Changing to logg=5.00 for T= 69725 logg=4.38\n", + "Changing to T= 50000 for T= 74425 logg=4.48\n", + "Changing to logg=5.00 for T= 74425 logg=4.48\n", + "Changing to T= 50000 for T= 65100 logg=4.26\n", + "Changing to logg=5.00 for T= 65100 logg=4.26\n", + "Changing to logg=4.50 for T= 42886 logg=3.75\n", + "Changing to logg=5.00 for T= 49043 logg=4.00\n", + "Changing to T= 50000 for T= 72790 logg=4.45\n", + "Changing to logg=5.00 for T= 72790 logg=4.45\n", + "Changing to T= 50000 for T=103548 logg=5.41\n", + "Changing to logg=5.00 for T=103548 logg=5.41\n", + "Changing to logg=4.00 for T= 34157 logg=3.71\n", + "Changing to logg=3.00 for T= 22218 logg=2.77\n", + "Changing to T= 50000 for T= 69174 logg=4.37\n", + "Changing to logg=5.00 for T= 69174 logg=4.37\n", + "Changing to T= 50000 for T= 77190 logg=4.51\n", + "Changing to logg=5.00 for T= 77190 logg=4.51\n", + "Changing to T= 50000 for T=102438 logg=5.42\n", + "Changing to logg=5.00 for T=102438 logg=5.42\n", + "Changing to T= 50000 for T= 65088 logg=4.27\n", + "Changing to logg=5.00 for T= 65088 logg=4.27\n", + "Changing to T= 50000 for T= 70940 logg=4.41\n", + "Changing to logg=5.00 for T= 70940 logg=4.41\n", + "Changing to T= 50000 for T=123259 logg=5.43\n", + "Changing to logg=5.00 for T=123259 logg=5.43\n", + "Changing to T= 50000 for T=101672 logg=5.40\n", + "Changing to logg=5.00 for T=101672 logg=5.40\n", + "Changing to logg=4.50 for T= 44957 logg=3.84\n", + "Changing to T= 50000 for T= 69287 logg=4.37\n", + "Changing to logg=5.00 for T= 69287 logg=4.37\n", + "Changing to logg=5.00 for T= 49567 logg=4.02\n", + "Changing to T= 50000 for T= 52571 logg=4.14\n", + "Changing to logg=5.00 for T= 52571 logg=4.14\n", + "Changing to T= 50000 for T=103024 logg=5.41\n", + "Changing to logg=5.00 for T=103024 logg=5.41\n", + "Changing to T= 50000 for T= 80581 logg=5.10\n", + "Changing to logg=5.00 for T= 80581 logg=5.10\n", + "Changing to T= 50000 for T=103153 logg=5.41\n", + "Changing to logg=5.00 for T=103153 logg=5.41\n", + "Changing to T= 50000 for T= 67123 logg=4.31\n", + "Changing to logg=5.00 for T= 67123 logg=4.31\n", + "Changing to T= 50000 for T=163298 logg=5.77\n", + "Changing to logg=5.00 for T=163298 logg=5.77\n", + "Changing to T= 50000 for T= 64892 logg=4.26\n", + "Changing to logg=5.00 for T= 64892 logg=4.26\n", + "Changing to T= 50000 for T=102638 logg=5.40\n", + "Changing to logg=5.00 for T=102638 logg=5.40\n", + "Changing to logg=4.50 for T= 40176 logg=3.63\n", + "Changing to T= 50000 for T=170781 logg=5.85\n", + "Changing to logg=5.00 for T=170781 logg=5.85\n", + "Changing to T= 50000 for T= 85743 logg=5.01\n", + "Changing to logg=5.00 for T= 85743 logg=5.01\n", + "Changing to T= 50000 for T=101838 logg=5.38\n", + "Changing to logg=5.00 for T=101838 logg=5.38\n", + "Changing to T= 50000 for T= 77477 logg=4.99\n", + "Changing to logg=5.00 for T= 77477 logg=4.99\n", + "Changing to T= 50000 for T= 71210 logg=4.41\n", + "Changing to logg=5.00 for T= 71210 logg=4.41\n", + "Changing to T= 50000 for T= 67205 logg=4.32\n", + "Changing to logg=5.00 for T= 67205 logg=4.32\n", + "Changing to T= 50000 for T= 66141 logg=4.29\n", + "Changing to logg=5.00 for T= 66141 logg=4.29\n", + "Changing to T= 50000 for T= 75507 logg=4.92\n", + "Changing to logg=5.00 for T= 75507 logg=4.92\n", + "Changing to T= 50000 for T= 74399 logg=4.48\n", + "Changing to logg=5.00 for T= 74399 logg=4.48\n", + "Changing to T= 50000 for T= 78170 logg=5.01\n", + "Changing to logg=5.00 for T= 78170 logg=5.01\n", + "Changing to T= 50000 for T= 74116 logg=4.48\n", + "Changing to logg=5.00 for T= 74116 logg=4.48\n", + "Changing to T= 50000 for T= 72404 logg=4.44\n", + "Changing to logg=5.00 for T= 72404 logg=4.44\n", + "Changing to T= 50000 for T=103588 logg=5.41\n", + "Changing to logg=5.00 for T=103588 logg=5.41\n", + "Changing to T= 50000 for T=103555 logg=5.41\n", + "Changing to logg=5.00 for T=103555 logg=5.41\n", + "Changing to T= 50000 for T= 70066 logg=4.39\n", + "Changing to logg=5.00 for T= 70066 logg=4.39\n", + "Changing to T= 50000 for T= 74521 logg=4.49\n", + "Changing to logg=5.00 for T= 74521 logg=4.49\n", + "Changing to T= 50000 for T=102537 logg=5.40\n", + "Changing to logg=5.00 for T=102537 logg=5.40\n", + "Changing to T= 50000 for T=100788 logg=5.42\n", + "Changing to logg=5.00 for T=100788 logg=5.42\n", + "Changing to T= 50000 for T=102054 logg=5.41\n", + "Changing to logg=5.00 for T=102054 logg=5.41\n", + "Changing to T= 50000 for T= 66874 logg=4.31\n", + "Changing to logg=5.00 for T= 66874 logg=4.31\n", + "Changing to T= 50000 for T= 84848 logg=4.70\n", + "Changing to logg=5.00 for T= 84848 logg=4.70\n", + "Changing to T= 50000 for T=102530 logg=5.42\n", + "Changing to logg=5.00 for T=102530 logg=5.42\n", + "Changing to T= 50000 for T= 66324 logg=4.31\n", + "Changing to logg=5.00 for T= 66324 logg=4.31\n", + "Changing to T= 50000 for T=102676 logg=5.41\n", + "Changing to logg=5.00 for T=102676 logg=5.41\n", + "Changing to logg=3.50 for T= 26974 logg=3.45\n", + "Changing to T= 50000 for T= 65151 logg=4.27\n", + "Changing to logg=5.00 for T= 65151 logg=4.27\n", + "Changing to T= 50000 for T= 71659 logg=4.42\n", + "Changing to logg=5.00 for T= 71659 logg=4.42\n", + "Changing to T= 50000 for T=101871 logg=5.40\n", + "Changing to logg=5.00 for T=101871 logg=5.40\n", + "Changing to T= 50000 for T= 67619 logg=4.34\n", + "Changing to logg=5.00 for T= 67619 logg=4.34\n", + "Changing to T= 50000 for T= 67596 logg=4.65\n", + "Changing to logg=5.00 for T= 67596 logg=4.65\n", + "Changing to T= 50000 for T= 67916 logg=4.33\n", + "Changing to logg=5.00 for T= 67916 logg=4.33\n", + "Changing to T= 50000 for T=103548 logg=5.46\n", + "Changing to logg=5.00 for T=103548 logg=5.46\n", + "Changing to T= 50000 for T= 74598 logg=4.49\n", + "Changing to logg=5.00 for T= 74598 logg=4.49\n", + "Changing to T= 50000 for T= 72382 logg=4.44\n", + "Changing to logg=5.00 for T= 72382 logg=4.44\n", + "Changing to T= 50000 for T= 68735 logg=4.35\n", + "Changing to logg=5.00 for T= 68735 logg=4.35\n", + "Changing to T= 50000 for T= 69107 logg=4.36\n", + "Changing to logg=5.00 for T= 69107 logg=4.36\n", + "Changing to T= 50000 for T= 65670 logg=4.28\n", + "Changing to logg=5.00 for T= 65670 logg=4.28\n", + "Changing to T= 50000 for T= 80553 logg=5.09\n", + "Changing to logg=5.00 for T= 80553 logg=5.09\n", + "Changing to T= 50000 for T=171475 logg=5.85\n", + "Changing to logg=5.00 for T=171475 logg=5.85\n", + "Changing to T= 50000 for T= 50852 logg=4.07\n", + "Changing to logg=5.00 for T= 50852 logg=4.07\n", + "Changing to T= 50000 for T= 71059 logg=4.41\n", + "Changing to logg=5.00 for T= 71059 logg=4.41\n", + "Changing to T= 50000 for T= 68997 logg=4.70\n", + "Changing to logg=5.00 for T= 68997 logg=4.70\n", + "Changing to logg=4.50 for T= 44431 logg=3.82\n", + "Changing to T= 50000 for T= 55505 logg=4.24\n", + "Changing to logg=5.00 for T= 55505 logg=4.24\n", + "Changing to T= 50000 for T=103295 logg=5.41\n", + "Changing to logg=5.00 for T=103295 logg=5.41\n", + "Changing to T= 50000 for T=102877 logg=5.42\n", + "Changing to logg=5.00 for T=102877 logg=5.42\n", + "Changing to T= 50000 for T= 69175 logg=4.37\n", + "Changing to logg=5.00 for T= 69175 logg=4.37\n", + "Changing to T= 50000 for T=102582 logg=5.41\n", + "Changing to logg=5.00 for T=102582 logg=5.41\n", + "Changing to T= 50000 for T=101384 logg=5.42\n", + "Changing to logg=5.00 for T=101384 logg=5.42\n", + "Changing to T= 50000 for T= 74005 logg=4.47\n", + "Changing to logg=5.00 for T= 74005 logg=4.47\n", + "Changing to T= 50000 for T= 67059 logg=4.31\n", + "Changing to logg=5.00 for T= 67059 logg=4.31\n", + "Changing to T= 50000 for T= 69217 logg=4.37\n", + "Changing to logg=5.00 for T= 69217 logg=4.37\n", + "Changing to T= 50000 for T= 79066 logg=4.86\n", + "Changing to logg=5.00 for T= 79066 logg=4.86\n", + "Changing to T= 50000 for T= 71685 logg=4.42\n", + "Changing to logg=5.00 for T= 71685 logg=4.42\n", + "Changing to logg=3.50 for T= 27049 logg=3.39\n", + "Changing to T= 50000 for T= 69250 logg=4.36\n", + "Changing to logg=5.00 for T= 69250 logg=4.36\n", + "Changing to T= 50000 for T=103183 logg=5.45\n", + "Changing to logg=5.00 for T=103183 logg=5.45\n", + "Changing to T= 50000 for T= 67126 logg=4.31\n", + "Changing to logg=5.00 for T= 67126 logg=4.31\n", + "Changing to T= 50000 for T= 68547 logg=4.68\n", + "Changing to logg=5.00 for T= 68547 logg=4.68\n", + "Changing to T= 50000 for T= 70317 logg=4.39\n", + "Changing to logg=5.00 for T= 70317 logg=4.39\n", + "Changing to T= 50000 for T=102702 logg=5.40\n", + "Changing to logg=5.00 for T=102702 logg=5.40\n", + "Changing to T= 50000 for T= 54474 logg=4.21\n", + "Changing to logg=5.00 for T= 54474 logg=4.21\n", + "Changing to T= 50000 for T= 96381 logg=5.41\n", + "Changing to logg=5.00 for T= 96381 logg=5.41\n", + "Changing to T= 50000 for T= 61844 logg=4.19\n", + "Changing to logg=5.00 for T= 61844 logg=4.19\n", + "Changing to T= 50000 for T= 68368 logg=4.68\n", + "Changing to logg=5.00 for T= 68368 logg=4.68\n", + "Changing to logg=4.50 for T= 46078 logg=3.89\n", + "Changing to T= 50000 for T=102160 logg=5.40\n", + "Changing to logg=5.00 for T=102160 logg=5.40\n", + "Changing to T= 50000 for T= 67265 logg=4.33\n", + "Changing to logg=5.00 for T= 67265 logg=4.33\n", + "Changing to T= 50000 for T= 69440 logg=4.37\n", + "Changing to logg=5.00 for T= 69440 logg=4.37\n", + "Changing to T= 50000 for T= 74307 logg=4.48\n", + "Changing to logg=5.00 for T= 74307 logg=4.48\n", + "Changing to T= 50000 for T=172330 logg=5.86\n", + "Changing to logg=5.00 for T=172330 logg=5.86\n", + "Changing to T= 50000 for T= 57361 logg=4.31\n", + "Changing to logg=5.00 for T= 57361 logg=4.31\n", + "Changing to T= 50000 for T= 98215 logg=4.84\n", + "Changing to logg=5.00 for T= 98215 logg=4.84\n", + "Changing to T= 50000 for T= 61608 logg=4.45\n", + "Changing to logg=5.00 for T= 61608 logg=4.45\n", + "Changing to T= 50000 for T= 84300 logg=4.58\n", + "Changing to logg=5.00 for T= 84300 logg=4.58\n", + "Changing to T= 50000 for T= 80369 logg=4.61\n", + "Changing to logg=5.00 for T= 80369 logg=4.61\n", + "Changing to logg=4.50 for T= 44419 logg=3.82\n", + "Changing to T= 50000 for T= 53145 logg=4.16\n", + "Changing to logg=5.00 for T= 53145 logg=4.16\n", + "Changing to T= 50000 for T= 74186 logg=4.48\n", + "Changing to logg=5.00 for T= 74186 logg=4.48\n", + "Changing to T= 50000 for T= 71793 logg=4.42\n", + "Changing to logg=5.00 for T= 71793 logg=4.42\n", + "Changing to T= 50000 for T= 70672 logg=4.40\n", + "Changing to logg=5.00 for T= 70672 logg=4.40\n", + "Changing to logg=3.50 for T= 26443 logg=3.24\n", + "Changing to logg=4.50 for T= 47335 logg=3.94\n", + "Changing to T= 50000 for T= 82465 logg=5.17\n", + "Changing to logg=5.00 for T= 82465 logg=5.17\n", + "Changing to T= 50000 for T= 68965 logg=4.36\n", + "Changing to logg=5.00 for T= 68965 logg=4.36\n", + "Changing to T= 50000 for T= 72869 logg=4.45\n", + "Changing to logg=5.00 for T= 72869 logg=4.45\n", + "Changing to logg=4.00 for T= 32875 logg=3.84\n", + "Changing to T= 50000 for T= 63810 logg=4.24\n", + "Changing to logg=5.00 for T= 63810 logg=4.24\n", + "Changing to T= 50000 for T= 83155 logg=4.66\n", + "Changing to logg=5.00 for T= 83155 logg=4.66\n", + "Changing to T= 50000 for T= 67786 logg=4.33\n", + "Changing to logg=5.00 for T= 67786 logg=4.33\n", + "Changing to T= 50000 for T= 87573 logg=4.75\n", + "Changing to logg=5.00 for T= 87573 logg=4.75\n", + "Changing to logg=3.50 for T= 27580 logg=3.14\n", + "Changing to T= 50000 for T=102783 logg=5.40\n", + "Changing to logg=5.00 for T=102783 logg=5.40\n", + "Changing to T= 50000 for T= 68979 logg=4.36\n", + "Changing to logg=5.00 for T= 68979 logg=4.36\n", + "Changing to logg=4.50 for T= 47669 logg=3.95\n", + "Changing to T= 50000 for T=103748 logg=5.41\n", + "Changing to logg=5.00 for T=103748 logg=5.41\n", + "Changing to logg=4.50 for T= 45540 logg=3.87\n", + "Changing to T= 50000 for T= 69632 logg=4.38\n", + "Changing to logg=5.00 for T= 69632 logg=4.38\n", + "Changing to T= 50000 for T=102771 logg=5.42\n", + "Changing to logg=5.00 for T=102771 logg=5.42\n", + "Changing to logg=4.00 for T= 35832 logg=3.76\n", + "Changing to T= 50000 for T= 65433 logg=4.28\n", + "Changing to logg=5.00 for T= 65433 logg=4.28\n", + "Changing to T= 50000 for T= 73748 logg=4.47\n", + "Changing to logg=5.00 for T= 73748 logg=4.47\n", + "Changing to T= 50000 for T= 70651 logg=4.75\n", + "Changing to logg=5.00 for T= 70651 logg=4.75\n", + "Changing to T= 50000 for T= 69859 logg=4.40\n", + "Changing to logg=5.00 for T= 69859 logg=4.40\n", + "Changing to T= 50000 for T=103443 logg=5.40\n", + "Changing to logg=5.00 for T=103443 logg=5.40\n", + "Changing to T= 50000 for T=103633 logg=5.41\n", + "Changing to logg=5.00 for T=103633 logg=5.41\n", + "Changing to T= 50000 for T= 54369 logg=4.20\n", + "Changing to logg=5.00 for T= 54369 logg=4.20\n", + "Changing to T= 50000 for T= 74466 logg=4.49\n", + "Changing to logg=5.00 for T= 74466 logg=4.49\n", + "Changing to T= 50000 for T=101506 logg=5.42\n", + "Changing to logg=5.00 for T=101506 logg=5.42\n", + "Changing to T= 50000 for T=132764 logg=5.53\n", + "Changing to logg=5.00 for T=132764 logg=5.53\n", + "Changing to T= 50000 for T= 71717 logg=4.43\n", + "Changing to logg=5.00 for T= 71717 logg=4.43\n", + "Changing to T= 50000 for T= 65890 logg=4.28\n", + "Changing to logg=5.00 for T= 65890 logg=4.28\n", + "Changing to T= 50000 for T= 72778 logg=4.45\n", + "Changing to logg=5.00 for T= 72778 logg=4.45\n", + "Changing to T= 50000 for T= 72500 logg=4.44\n", + "Changing to logg=5.00 for T= 72500 logg=4.44\n", + "Changing to T= 50000 for T=102183 logg=5.41\n", + "Changing to logg=5.00 for T=102183 logg=5.41\n", + "Changing to T= 50000 for T= 69325 logg=4.37\n", + "Changing to logg=5.00 for T= 69325 logg=4.37\n", + "Changing to T= 50000 for T= 81204 logg=4.62\n", + "Changing to logg=5.00 for T= 81204 logg=4.62\n", + "Changing to T= 50000 for T= 73497 logg=4.46\n", + "Changing to logg=5.00 for T= 73497 logg=4.46\n", + "Changing to logg=4.50 for T= 45606 logg=3.87\n", + "Changing to T= 50000 for T= 74686 logg=4.49\n", + "Changing to logg=5.00 for T= 74686 logg=4.49\n", + "Changing to T= 50000 for T= 79299 logg=5.03\n", + "Changing to logg=5.00 for T= 79299 logg=5.03\n", + "Changing to T= 50000 for T=102716 logg=5.41\n", + "Changing to logg=5.00 for T=102716 logg=5.41\n", + "Changing to T= 50000 for T= 66604 logg=4.62\n", + "Changing to logg=5.00 for T= 66604 logg=4.62\n", + "Changing to logg=4.00 for T= 35293 logg=3.85\n", + "Changing to T= 50000 for T= 69530 logg=4.37\n", + "Changing to logg=5.00 for T= 69530 logg=4.37\n", + "Changing to T= 50000 for T= 65121 logg=4.26\n", + "Changing to logg=5.00 for T= 65121 logg=4.26\n", + "Changing to T= 50000 for T= 85889 logg=5.01\n", + "Changing to logg=5.00 for T= 85889 logg=5.01\n", + "Changing to T= 50000 for T= 57582 logg=4.32\n", + "Changing to logg=5.00 for T= 57582 logg=4.32\n", + "Changing to T= 50000 for T= 79287 logg=4.87\n", + "Changing to logg=5.00 for T= 79287 logg=4.87\n", + "Changing to T= 50000 for T=172687 logg=5.87\n", + "Changing to logg=5.00 for T=172687 logg=5.87\n", + "Changing to T= 50000 for T= 72337 logg=4.44\n", + "Changing to logg=5.00 for T= 72337 logg=4.44\n", + "Changing to T= 50000 for T=103770 logg=5.41\n", + "Changing to logg=5.00 for T=103770 logg=5.41\n", + "Changing to T= 50000 for T= 68832 logg=4.36\n", + "Changing to logg=5.00 for T= 68832 logg=4.36\n", + "Changing to logg=3.50 for T= 27719 logg=3.22\n", + "Changing to T= 50000 for T= 61100 logg=4.37\n", + "Changing to logg=5.00 for T= 61100 logg=4.37\n", + "Changing to logg=5.00 for T= 49825 logg=4.03\n", + "Changing to logg=3.00 for T= 25019 logg=2.99\n", + "Changing to T= 50000 for T= 69868 logg=4.38\n", + "Changing to logg=5.00 for T= 69868 logg=4.38\n", + "Changing to T= 50000 for T= 67318 logg=4.32\n", + "Changing to logg=5.00 for T= 67318 logg=4.32\n", + "Changing to T= 50000 for T= 83506 logg=5.33\n", + "Changing to logg=5.00 for T= 83506 logg=5.33\n", + "Changing to T= 50000 for T= 67845 logg=4.33\n", + "Changing to logg=5.00 for T= 67845 logg=4.33\n", + "Changing to T= 50000 for T= 67217 logg=4.32\n", + "Changing to logg=5.00 for T= 67217 logg=4.32\n", + "Changing to T= 50000 for T= 69239 logg=4.36\n", + "Changing to logg=5.00 for T= 69239 logg=4.36\n", + "Changing to T= 50000 for T= 65169 logg=4.27\n", + "Changing to logg=5.00 for T= 65169 logg=4.27\n", + "Changing to T= 50000 for T= 70627 logg=4.40\n", + "Changing to logg=5.00 for T= 70627 logg=4.40\n", + "Changing to T= 50000 for T= 67075 logg=4.31\n", + "Changing to logg=5.00 for T= 67075 logg=4.31\n", + "Changing to T= 50000 for T=101719 logg=5.39\n", + "Changing to logg=5.00 for T=101719 logg=5.39\n", + "Changing to T= 50000 for T= 71038 logg=4.43\n", + "Changing to logg=5.00 for T= 71038 logg=4.43\n", + "Changing to T= 50000 for T=102948 logg=5.41\n", + "Changing to logg=5.00 for T=102948 logg=5.41\n", + "Changing to T= 50000 for T= 61191 logg=4.44\n", + "Changing to logg=5.00 for T= 61191 logg=4.44\n", + "Changing to T= 50000 for T=175890 logg=5.90\n", + "Changing to logg=5.00 for T=175890 logg=5.90\n", + "Changing to T= 50000 for T= 72061 logg=4.43\n", + "Changing to logg=5.00 for T= 72061 logg=4.43\n", + "Changing to T= 50000 for T= 66322 logg=4.29\n", + "Changing to logg=5.00 for T= 66322 logg=4.29\n", + "Changing to T= 50000 for T=101695 logg=5.38\n", + "Changing to logg=5.00 for T=101695 logg=5.38\n", + "Changing to T= 50000 for T= 67526 logg=4.32\n", + "Changing to logg=5.00 for T= 67526 logg=4.32\n", + "Changing to T= 50000 for T= 66161 logg=4.60\n", + "Changing to logg=5.00 for T= 66161 logg=4.60\n", + "Changing to T= 50000 for T= 67781 logg=4.34\n", + "Changing to logg=5.00 for T= 67781 logg=4.34\n", + "Changing to T= 50000 for T=101623 logg=5.42\n", + "Changing to logg=5.00 for T=101623 logg=5.42\n", + "Changing to logg=4.50 for T= 41893 logg=3.71\n", + "Changing to T= 50000 for T= 68096 logg=4.34\n", + "Changing to logg=5.00 for T= 68096 logg=4.34\n", + "Changing to T= 50000 for T= 75421 logg=4.51\n", + "Changing to logg=5.00 for T= 75421 logg=4.51\n", + "Changing to logg=4.50 for T= 44663 logg=3.83\n", + "Changing to T= 50000 for T= 74287 logg=4.48\n", + "Changing to logg=5.00 for T= 74287 logg=4.48\n", + "Changing to T= 50000 for T=102193 logg=5.41\n", + "Changing to logg=5.00 for T=102193 logg=5.41\n", + "Changing to T= 50000 for T= 76591 logg=4.95\n", + "Changing to logg=5.00 for T= 76591 logg=4.95\n", + "Changing to T= 50000 for T= 65654 logg=4.28\n", + "Changing to logg=5.00 for T= 65654 logg=4.28\n", + "Changing to T= 50000 for T=101513 logg=5.42\n", + "Changing to logg=5.00 for T=101513 logg=5.42\n", + "Changing to logg=3.00 for T= 21306 logg=2.99\n", + "Changing to T= 50000 for T=173760 logg=5.88\n", + "Changing to logg=5.00 for T=173760 logg=5.88\n", + "Changing to T= 50000 for T= 59627 logg=4.39\n", + "Changing to logg=5.00 for T= 59627 logg=4.39\n", + "Changing to T= 50000 for T= 66240 logg=4.30\n", + "Changing to logg=5.00 for T= 66240 logg=4.30\n", + "Changing to T= 50000 for T= 74659 logg=4.49\n", + "Changing to logg=5.00 for T= 74659 logg=4.49\n", + "Changing to T= 50000 for T= 68459 logg=4.35\n", + "Changing to logg=5.00 for T= 68459 logg=4.35\n", + "Changing to T= 50000 for T=102209 logg=5.40\n", + "Changing to logg=5.00 for T=102209 logg=5.40\n", + "Changing to T= 50000 for T= 70529 logg=4.34\n", + "Changing to logg=5.00 for T= 70529 logg=4.34\n", + "Changing to T= 50000 for T= 71453 logg=4.77\n", + "Changing to logg=5.00 for T= 71453 logg=4.77\n", + "Changing to T= 50000 for T= 67352 logg=4.32\n", + "Changing to logg=5.00 for T= 67352 logg=4.32\n", + "Changing to T= 50000 for T= 71702 logg=4.79\n", + "Changing to logg=5.00 for T= 71702 logg=4.79\n", + "Changing to T= 50000 for T= 70233 logg=4.39\n", + "Changing to logg=5.00 for T= 70233 logg=4.39\n", + "Changing to T= 50000 for T= 65749 logg=4.28\n", + "Changing to logg=5.00 for T= 65749 logg=4.28\n", + "Changing to logg=3.50 for T= 26165 logg=3.21\n", + "Changing to T= 50000 for T=103314 logg=5.40\n", + "Changing to logg=5.00 for T=103314 logg=5.40\n", + "Changing to T= 50000 for T= 66161 logg=4.29\n", + "Changing to logg=5.00 for T= 66161 logg=4.29\n", + "Changing to logg=2.00 for T= 11391 logg=0.99\n", + "Changing to logg=4.00 for T= 31789 logg=3.54\n", + "Changing to T= 50000 for T=102849 logg=5.40\n", + "Changing to logg=5.00 for T=102849 logg=5.40\n", + "Changing to T= 50000 for T=110499 logg=5.22\n", + "Changing to logg=5.00 for T=110499 logg=5.22\n", + "Changing to T= 50000 for T= 67353 logg=4.32\n", + "Changing to logg=5.00 for T= 67353 logg=4.32\n", + "Changing to T= 50000 for T=103302 logg=5.45\n", + "Changing to logg=5.00 for T=103302 logg=5.45\n", + "Changing to T= 50000 for T=102840 logg=5.41\n", + "Changing to logg=5.00 for T=102840 logg=5.41\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to T= 50000 for T= 72167 logg=4.44\n", + "Changing to logg=5.00 for T= 72167 logg=4.44\n", + "Changing to T= 50000 for T= 72257 logg=4.44\n", + "Changing to logg=5.00 for T= 72257 logg=4.44\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to T= 1200 for T= 692 logg=4.44\n", + "Changing to T= 50000 for T= 70999 logg=4.40\n", + "Changing to logg=5.00 for T= 70999 logg=4.40\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to T= 50000 for T= 72382 logg=4.45\n", + "Changing to logg=5.00 for T= 72382 logg=4.45\n", + "Changing to T= 50000 for T=102464 logg=5.41\n", + "Changing to logg=5.00 for T=102464 logg=5.41\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 70881 logg=4.41\n", + "Changing to logg=5.00 for T= 70881 logg=4.41\n", + "Changing to T= 50000 for T= 69402 logg=4.37\n", + "Changing to logg=5.00 for T= 69402 logg=4.37\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to T= 50000 for T= 63378 logg=4.21\n", + "Changing to logg=5.00 for T= 63378 logg=4.21\n", + "Changing to logg=0.00 for T= 3545 logg=-0.23\n", + "Changing to T= 50000 for T=102099 logg=5.41\n", + "Changing to logg=5.00 for T=102099 logg=5.41\n", + "Changing to logg=5.00 for T= 1616 logg=4.44\n", + "Changing to T= 1200 for T= 692 logg=4.44\n", + "Changing to T= 50000 for T= 68910 logg=4.35\n", + "Changing to logg=5.00 for T= 68910 logg=4.35\n", + "Changing to T= 50000 for T= 72362 logg=4.44\n", + "Changing to logg=5.00 for T= 72362 logg=4.44\n", + "Changing to T= 50000 for T= 67408 logg=4.31\n", + "Changing to logg=5.00 for T= 67408 logg=4.31\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 71836 logg=4.43\n", + "Changing to logg=5.00 for T= 71836 logg=4.43\n", + "Changing to logg=0.00 for T= 3554 logg=-0.25\n", + "Changing to T= 50000 for T= 66501 logg=4.29\n", + "Changing to logg=5.00 for T= 66501 logg=4.29\n", + "Changing to T= 50000 for T= 66483 logg=4.28\n", + "Changing to logg=5.00 for T= 66483 logg=4.28\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to T= 1200 for T= 692 logg=4.44\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 68919 logg=4.35\n", + "Changing to logg=5.00 for T= 68919 logg=4.35\n", + "Changing to T= 50000 for T= 66374 logg=4.28\n", + "Changing to logg=5.00 for T= 66374 logg=4.28\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to T= 1200 for T= 808 logg=4.44\n", + "Changing to logg=0.00 for T= 3554 logg=-0.25\n", + "Changing to T= 1200 for T= 808 logg=4.44\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 77947 logg=5.46\n", + "Changing to logg=5.00 for T= 77947 logg=5.46\n", + "Changing to T= 1200 for T= 692 logg=4.44\n", + "Changing to T= 1200 for T= 808 logg=4.44\n", + "Changing to T= 50000 for T= 66185 logg=4.27\n", + "Changing to logg=5.00 for T= 66185 logg=4.27\n", + "Changing to T= 1200 for T= 808 logg=4.44\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to T= 50000 for T=104042 logg=5.41\n", + "Changing to logg=5.00 for T=104042 logg=5.41\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=0.00 for T= 3285 logg=-0.77\n", + "Changing to T= 50000 for T=101067 logg=5.42\n", + "Changing to logg=5.00 for T=101067 logg=5.42\n", + "Changing to T= 50000 for T= 72280 logg=4.44\n", + "Changing to logg=5.00 for T= 72280 logg=4.44\n", + "Changing to logg=3.50 for T= 26699 logg=2.90\n", + "Changing to T= 1200 for T= 808 logg=4.44\n", + "Changing to T= 1200 for T= 692 logg=4.44\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to T= 50000 for T=100228 logg=5.42\n", + "Changing to logg=5.00 for T=100228 logg=5.42\n", + "Changing to T= 50000 for T=100823 logg=5.41\n", + "Changing to logg=5.00 for T=100823 logg=5.41\n", + "Changing to T= 50000 for T= 84680 logg=5.43\n", + "Changing to logg=5.00 for T= 84680 logg=5.43\n", + "Changing to logg=5.00 for T= 1616 logg=4.44\n", + "Changing to T= 1200 for T= 808 logg=4.44\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to T= 50000 for T= 72399 logg=4.45\n", + "Changing to logg=5.00 for T= 72399 logg=4.45\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=5.00 for T= 1616 logg=4.44\n", + "Changing to logg=2.00 for T= 11252 logg=1.72\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 69785 logg=4.37\n", + "Changing to logg=5.00 for T= 69785 logg=4.37\n", + "Changing to T= 50000 for T= 66757 logg=4.29\n", + "Changing to logg=5.00 for T= 66757 logg=4.29\n", + "Changing to T= 50000 for T=102994 logg=5.41\n", + "Changing to logg=5.00 for T=102994 logg=5.41\n", + "Changing to T= 1200 for T= 808 logg=4.44\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to T= 50000 for T= 87809 logg=5.45\n", + "Changing to logg=5.00 for T= 87809 logg=5.45\n", + "Changing to T= 50000 for T=100376 logg=5.42\n", + "Changing to logg=5.00 for T=100376 logg=5.42\n", + "Changing to logg=2.50 for T= 17098 logg=2.30\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 71110 logg=4.41\n", + "Changing to logg=5.00 for T= 71110 logg=4.41\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to T= 50000 for T= 72419 logg=4.45\n", + "Changing to logg=5.00 for T= 72419 logg=4.45\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to T= 50000 for T= 72509 logg=4.45\n", + "Changing to logg=5.00 for T= 72509 logg=4.45\n", + "Changing to T= 50000 for T=102558 logg=5.41\n", + "Changing to logg=5.00 for T=102558 logg=5.41\n", + "Changing to T= 50000 for T= 72552 logg=4.46\n", + "Changing to logg=5.00 for T= 72552 logg=4.46\n", + "Changing to logg=4.50 for T= 45560 logg=3.71\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 67791 logg=4.33\n", + "Changing to logg=5.00 for T= 67791 logg=4.33\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to T= 50000 for T=101906 logg=5.42\n", + "Changing to logg=5.00 for T=101906 logg=5.42\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 67759 logg=4.33\n", + "Changing to logg=5.00 for T= 67759 logg=4.33\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=0.00 for T= 3289 logg=-0.83\n", + "Changing to T= 50000 for T= 72205 logg=4.44\n", + "Changing to logg=5.00 for T= 72205 logg=4.44\n", + "Changing to T= 50000 for T= 67588 logg=4.31\n", + "Changing to logg=5.00 for T= 67588 logg=4.31\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 70651 logg=4.40\n", + "Changing to logg=5.00 for T= 70651 logg=4.40\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to logg=0.00 for T= 3337 logg=-0.66\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 72414 logg=4.45\n", + "Changing to logg=5.00 for T= 72414 logg=4.45\n", + "Changing to logg=5.00 for T= 1616 logg=4.44\n", + "Changing to T= 50000 for T=101046 logg=5.41\n", + "Changing to logg=5.00 for T=101046 logg=5.41\n", + "Changing to T= 50000 for T= 73646 logg=5.52\n", + "Changing to logg=5.00 for T= 73646 logg=5.52\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to T= 50000 for T=102908 logg=5.41\n", + "Changing to logg=5.00 for T=102908 logg=5.41\n", + "Changing to logg=2.00 for T= 9391 logg=1.55\n", + "Changing to T= 50000 for T=101233 logg=5.40\n", + "Changing to logg=5.00 for T=101233 logg=5.40\n", + "Changing to logg=0.00 for T= 3554 logg=-0.25\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 72171 logg=4.44\n", + "Changing to logg=5.00 for T= 72171 logg=4.44\n", + "Changing to T= 50000 for T= 67906 logg=4.33\n", + "Changing to logg=5.00 for T= 67906 logg=4.33\n", + "Changing to logg=5.00 for T= 1616 logg=4.44\n", + "Changing to T= 50000 for T= 70351 logg=4.40\n", + "Changing to logg=5.00 for T= 70351 logg=4.40\n", + "Changing to T= 50000 for T= 72349 logg=4.44\n", + "Changing to logg=5.00 for T= 72349 logg=4.44\n", + "Changing to T= 50000 for T= 72304 logg=4.45\n", + "Changing to logg=5.00 for T= 72304 logg=4.45\n", + "Changing to T= 50000 for T= 67222 logg=4.30\n", + "Changing to logg=5.00 for T= 67222 logg=4.30\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 65076 logg=4.24\n", + "Changing to logg=5.00 for T= 65076 logg=4.24\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to T= 50000 for T= 61732 logg=4.16\n", + "Changing to logg=5.00 for T= 61732 logg=4.16\n", + "Changing to logg=0.00 for T= 3554 logg=-0.25\n", + "Changing to logg=0.00 for T= 3554 logg=-0.25\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to T= 50000 for T= 72302 logg=4.45\n", + "Changing to logg=5.00 for T= 72302 logg=4.45\n", + "Changing to T= 50000 for T=104937 logg=5.55\n", + "Changing to logg=5.00 for T=104937 logg=5.55\n", + "Changing to T= 50000 for T= 65399 logg=4.25\n", + "Changing to logg=5.00 for T= 65399 logg=4.25\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to logg=0.00 for T= 3299 logg=-0.75\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to T= 50000 for T= 70066 logg=4.37\n", + "Changing to logg=5.00 for T= 70066 logg=4.37\n", + "Changing to logg=0.00 for T= 3291 logg=-0.79\n", + "Changing to T= 50000 for T= 67298 logg=4.32\n", + "Changing to logg=5.00 for T= 67298 logg=4.32\n", + "Changing to T= 50000 for T= 72379 logg=4.45\n", + "Changing to logg=5.00 for T= 72379 logg=4.45\n", + "Changing to T= 50000 for T=101681 logg=5.41\n", + "Changing to logg=5.00 for T=101681 logg=5.41\n", + "Changing to T= 50000 for T= 76273 logg=5.44\n", + "Changing to logg=5.00 for T= 76273 logg=5.44\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=5.00 for T= 1616 logg=4.44\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to logg=5.00 for T= 1616 logg=4.44\n", + "Changing to T= 50000 for T= 71010 logg=4.41\n", + "Changing to logg=5.00 for T= 71010 logg=4.41\n", + "Changing to T= 50000 for T= 70963 logg=4.40\n", + "Changing to logg=5.00 for T= 70963 logg=4.40\n", + "Changing to T= 50000 for T= 68456 logg=4.34\n", + "Changing to logg=5.00 for T= 68456 logg=4.34\n", + "Changing to T= 50000 for T= 72300 logg=4.43\n", + "Changing to logg=5.00 for T= 72300 logg=4.43\n", + "Changing to T= 1200 for T= 692 logg=4.44\n", + "Changing to T= 50000 for T= 71000 logg=4.40\n", + "Changing to logg=5.00 for T= 71000 logg=4.40\n", + "Changing to logg=5.00 for T= 1616 logg=4.44\n", + "Changing to T= 50000 for T=102712 logg=5.41\n", + "Changing to logg=5.00 for T=102712 logg=5.41\n", + "Changing to logg=5.00 for T= 1616 logg=4.44\n", + "Changing to logg=2.00 for T= 9845 logg=1.65\n", + "Changing to T= 50000 for T= 70307 logg=4.39\n", + "Changing to logg=5.00 for T= 70307 logg=4.39\n", + "Changing to T= 1200 for T= 808 logg=4.44\n", + "Changing to T= 50000 for T= 81506 logg=5.45\n", + "Changing to logg=5.00 for T= 81506 logg=5.45\n", + "Changing to T= 50000 for T= 72029 logg=4.43\n", + "Changing to logg=5.00 for T= 72029 logg=4.43\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 72557 logg=4.46\n", + "Changing to logg=5.00 for T= 72557 logg=4.46\n", + "Changing to T= 50000 for T= 70265 logg=4.39\n", + "Changing to logg=5.00 for T= 70265 logg=4.39\n", + "Changing to logg=5.00 for T= 1616 logg=4.44\n", + "Changing to T= 50000 for T= 70487 logg=4.40\n", + "Changing to logg=5.00 for T= 70487 logg=4.40\n", + "Changing to logg=0.00 for T= 3554 logg=-0.25\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to logg=0.00 for T= 3554 logg=-0.25\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to T= 50000 for T=102341 logg=5.42\n", + "Changing to logg=5.00 for T=102341 logg=5.42\n", + "Changing to T= 50000 for T= 65896 logg=4.27\n", + "Changing to logg=5.00 for T= 65896 logg=4.27\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to logg=0.00 for T= 3554 logg=-0.25\n", + "Changing to logg=3.00 for T= 20116 logg=2.54\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=1.50 for T= 8927 logg=1.48\n", + "Changing to T= 50000 for T= 81495 logg=5.50\n", + "Changing to logg=5.00 for T= 81495 logg=5.50\n", + "Changing to T= 1200 for T= 808 logg=4.44\n", + "Changing to T= 50000 for T=100510 logg=5.42\n", + "Changing to logg=5.00 for T=100510 logg=5.42\n", + "Changing to logg=4.00 for T= 31386 logg=3.65\n", + "Changing to T= 50000 for T= 70306 logg=4.38\n", + "Changing to logg=5.00 for T= 70306 logg=4.38\n", + "Changing to logg=0.00 for T= 3554 logg=-0.25\n", + "Changing to T= 50000 for T= 87789 logg=5.30\n", + "Changing to logg=5.00 for T= 87789 logg=5.30\n", + "Changing to T= 1200 for T= 692 logg=4.44\n", + "Changing to T= 50000 for T=100422 logg=5.42\n", + "Changing to logg=5.00 for T=100422 logg=5.42\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 68979 logg=4.35\n", + "Changing to logg=5.00 for T= 68979 logg=4.35\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 83774 logg=5.42\n", + "Changing to logg=5.00 for T= 83774 logg=5.42\n", + "Changing to T= 50000 for T= 68243 logg=4.33\n", + "Changing to logg=5.00 for T= 68243 logg=4.33\n", + "Changing to logg=0.00 for T= 3337 logg=-0.66\n", + "Changing to T= 50000 for T= 56673 logg=4.23\n", + "Changing to logg=5.00 for T= 56673 logg=4.23\n", + "Changing to T= 50000 for T= 63749 logg=4.21\n", + "Changing to logg=5.00 for T= 63749 logg=4.21\n", + "Changing to T= 50000 for T=102681 logg=5.41\n", + "Changing to logg=5.00 for T=102681 logg=5.41\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 69700 logg=4.38\n", + "Changing to logg=5.00 for T= 69700 logg=4.38\n", + "Changing to T= 50000 for T= 96627 logg=5.44\n", + "Changing to logg=5.00 for T= 96627 logg=5.44\n", + "Changing to T= 50000 for T= 93401 logg=5.43\n", + "Changing to logg=5.00 for T= 93401 logg=5.43\n", + "Changing to T= 50000 for T= 70002 logg=4.38\n", + "Changing to logg=5.00 for T= 70002 logg=4.38\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to T= 50000 for T= 61686 logg=4.15\n", + "Changing to logg=5.00 for T= 61686 logg=4.15\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T=101375 logg=5.40\n", + "Changing to logg=5.00 for T=101375 logg=5.40\n", + "Changing to T= 50000 for T= 69929 logg=4.39\n", + "Changing to logg=5.00 for T= 69929 logg=4.39\n", + "Changing to T= 50000 for T= 68126 logg=4.67\n", + "Changing to logg=5.00 for T= 68126 logg=4.67\n", + "Changing to T= 50000 for T= 99591 logg=5.45\n", + "Changing to logg=5.00 for T= 99591 logg=5.45\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=5.00 for T= 1616 logg=4.44\n", + "Changing to T= 1200 for T= 692 logg=4.44\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to logg=5.00 for T= 1616 logg=4.44\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to T= 50000 for T= 72354 logg=4.44\n", + "Changing to logg=5.00 for T= 72354 logg=4.44\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 1200 for T= 808 logg=4.44\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to T= 50000 for T= 54200 logg=3.98\n", + "Changing to logg=5.00 for T= 54200 logg=3.98\n", + "Changing to T= 50000 for T= 62987 logg=4.19\n", + "Changing to logg=5.00 for T= 62987 logg=4.19\n", + "Changing to T= 1200 for T= 692 logg=4.44\n", + "Changing to T= 50000 for T=102887 logg=5.41\n", + "Changing to logg=5.00 for T=102887 logg=5.41\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to T= 50000 for T=101904 logg=5.42\n", + "Changing to logg=5.00 for T=101904 logg=5.42\n", + "Changing to logg=4.00 for T= 35481 logg=3.37\n", + "Changing to T= 1200 for T= 692 logg=4.44\n", + "Changing to logg=2.00 for T= 9849 logg=1.64\n", + "Changing to logg=1.50 for T= 8783 logg=1.48\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 67894 logg=4.31\n", + "Changing to logg=5.00 for T= 67894 logg=4.31\n", + "Changing to T= 50000 for T= 68524 logg=4.35\n", + "Changing to logg=5.00 for T= 68524 logg=4.35\n", + "Changing to T= 50000 for T= 65306 logg=4.25\n", + "Changing to logg=5.00 for T= 65306 logg=4.25\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to logg=0.00 for T= 3554 logg=-0.25\n", + "Changing to T= 50000 for T= 95993 logg=5.47\n", + "Changing to logg=5.00 for T= 95993 logg=5.47\n", + "Changing to T= 50000 for T= 72205 logg=4.44\n", + "Changing to logg=5.00 for T= 72205 logg=4.44\n", + "Changing to T= 50000 for T= 66362 logg=4.28\n", + "Changing to logg=5.00 for T= 66362 logg=4.28\n", + "Changing to T= 50000 for T= 72364 logg=4.45\n", + "Changing to logg=5.00 for T= 72364 logg=4.45\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to T= 50000 for T= 72177 logg=4.44\n", + "Changing to logg=5.00 for T= 72177 logg=4.44\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=2.00 for T= 9842 logg=1.63\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T=101295 logg=5.42\n", + "Changing to logg=5.00 for T=101295 logg=5.42\n", + "Changing to T= 50000 for T= 69454 logg=4.37\n", + "Changing to logg=5.00 for T= 69454 logg=4.37\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to T= 50000 for T= 66211 logg=5.49\n", + "Changing to logg=5.00 for T= 66211 logg=5.49\n", + "Changing to T= 50000 for T= 69387 logg=4.36\n", + "Changing to logg=5.00 for T= 69387 logg=4.36\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 1200 for T= 692 logg=4.44\n", + "Changing to T= 50000 for T=101042 logg=5.42\n", + "Changing to logg=5.00 for T=101042 logg=5.42\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=0.00 for T= 3554 logg=-0.25\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=5.00 for T= 1616 logg=4.44\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to T= 50000 for T=101335 logg=5.42\n", + "Changing to logg=5.00 for T=101335 logg=5.42\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 70791 logg=4.41\n", + "Changing to logg=5.00 for T= 70791 logg=4.41\n", + "Changing to T= 1200 for T= 808 logg=4.44\n", + "Changing to logg=0.00 for T= 3554 logg=-0.25\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to T= 50000 for T= 72300 logg=4.45\n", + "Changing to logg=5.00 for T= 72300 logg=4.45\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to T= 1200 for T= 692 logg=4.44\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to logg=0.00 for T= 3554 logg=-0.25\n", + "Changing to logg=3.00 for T= 19590 logg=2.49\n", + "Changing to logg=2.00 for T= 9832 logg=1.63\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 72322 logg=4.44\n", + "Changing to logg=5.00 for T= 72322 logg=4.44\n", + "Changing to T= 50000 for T= 68251 logg=4.33\n", + "Changing to logg=5.00 for T= 68251 logg=4.33\n", + "Changing to T= 50000 for T= 77780 logg=5.39\n", + "Changing to logg=5.00 for T= 77780 logg=5.39\n", + "Changing to T= 1200 for T= 808 logg=4.44\n", + "Changing to T= 50000 for T=101824 logg=5.41\n", + "Changing to logg=5.00 for T=101824 logg=5.41\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to T= 1200 for T= 692 logg=4.44\n", + "Changing to T= 50000 for T= 71017 logg=4.41\n", + "Changing to logg=5.00 for T= 71017 logg=4.41\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 70317 logg=4.40\n", + "Changing to logg=5.00 for T= 70317 logg=4.40\n", + "Changing to T= 50000 for T= 72419 logg=4.45\n", + "Changing to logg=5.00 for T= 72419 logg=4.45\n", + "Changing to T= 50000 for T= 63596 logg=4.20\n", + "Changing to logg=5.00 for T= 63596 logg=4.20\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=2.00 for T= 9034 logg=1.64\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T=101478 logg=5.42\n", + "Changing to logg=5.00 for T=101478 logg=5.42\n", + "Changing to T= 1200 for T= 808 logg=4.44\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to T= 50000 for T= 61937 logg=4.17\n", + "Changing to logg=5.00 for T= 61937 logg=4.17\n", + "Changing to T= 50000 for T=102393 logg=5.41\n", + "Changing to logg=5.00 for T=102393 logg=5.41\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to T= 50000 for T= 67861 logg=4.32\n", + "Changing to logg=5.00 for T= 67861 logg=4.32\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 66627 logg=4.29\n", + "Changing to logg=5.00 for T= 66627 logg=4.29\n", + "Changing to T= 1200 for T= 808 logg=4.44\n", + "Changing to T= 50000 for T= 63602 logg=4.20\n", + "Changing to logg=5.00 for T= 63602 logg=4.20\n", + "Changing to T= 1200 for T= 808 logg=4.44\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to logg=5.00 for T= 1616 logg=4.44\n", + "Changing to T= 50000 for T= 72134 logg=4.44\n", + "Changing to logg=5.00 for T= 72134 logg=4.44\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T=101226 logg=5.40\n", + "Changing to logg=5.00 for T=101226 logg=5.40\n", + "Changing to logg=5.00 for T= 1616 logg=4.44\n", + "Changing to T= 50000 for T= 69480 logg=4.37\n", + "Changing to logg=5.00 for T= 69480 logg=4.37\n", + "Changing to T= 50000 for T= 64500 logg=4.23\n", + "Changing to logg=5.00 for T= 64500 logg=4.23\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to T= 50000 for T= 72096 logg=4.44\n", + "Changing to logg=5.00 for T= 72096 logg=4.44\n", + "Changing to T= 50000 for T= 99582 logg=5.43\n", + "Changing to logg=5.00 for T= 99582 logg=5.43\n", + "Changing to T= 1200 for T= 808 logg=4.44\n", + "Changing to logg=0.00 for T= 3554 logg=-0.25\n", + "Changing to T= 50000 for T= 53224 logg=3.92\n", + "Changing to logg=5.00 for T= 53224 logg=3.92\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 64353 logg=4.22\n", + "Changing to logg=5.00 for T= 64353 logg=4.22\n", + "Changing to logg=0.00 for T= 3317 logg=-0.68\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to T= 50000 for T=102948 logg=5.41\n", + "Changing to logg=5.00 for T=102948 logg=5.41\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to T= 50000 for T= 86137 logg=5.29\n", + "Changing to logg=5.00 for T= 86137 logg=5.29\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to T= 1200 for T= 808 logg=4.44\n", + "Changing to T= 50000 for T= 67602 logg=4.32\n", + "Changing to logg=5.00 for T= 67602 logg=4.32\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to logg=0.00 for T= 3554 logg=-0.25\n", + "Changing to logg=0.00 for T= 3294 logg=-0.74\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 1200 for T= 692 logg=4.44\n", + "Changing to T= 50000 for T= 68173 logg=4.34\n", + "Changing to logg=5.00 for T= 68173 logg=4.34\n", + "Changing to T= 50000 for T=101167 logg=5.42\n", + "Changing to logg=5.00 for T=101167 logg=5.42\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 70474 logg=4.40\n", + "Changing to logg=5.00 for T= 70474 logg=4.40\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=0.00 for T= 3554 logg=-0.25\n", + "Changing to T= 50000 for T= 70920 logg=4.41\n", + "Changing to logg=5.00 for T= 70920 logg=4.41\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T=132114 logg=5.77\n", + "Changing to logg=5.00 for T=132114 logg=5.77\n", + "Changing to T= 50000 for T= 72540 logg=4.46\n", + "Changing to logg=5.00 for T= 72540 logg=4.46\n", + "Changing to logg=2.00 for T= 9671 logg=1.71\n", + "Changing to logg=2.00 for T= 9787 logg=1.68\n", + "Changing to T= 1200 for T= 692 logg=4.44\n", + "Changing to logg=4.50 for T= 43064 logg=3.76\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to logg=2.00 for T= 10354 logg=1.62\n", + "Changing to T= 50000 for T=100244 logg=5.42\n", + "Changing to logg=5.00 for T=100244 logg=5.42\n", + "Changing to T= 50000 for T= 82393 logg=5.42\n", + "Changing to logg=5.00 for T= 82393 logg=5.42\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 73592 logg=4.46\n", + "Changing to logg=5.00 for T= 73592 logg=4.46\n", + "Changing to logg=0.00 for T= 3554 logg=-0.25\n", + "Changing to T= 50000 for T= 72259 logg=4.44\n", + "Changing to logg=5.00 for T= 72259 logg=4.44\n", + "Changing to T= 50000 for T= 68454 logg=4.35\n", + "Changing to logg=5.00 for T= 68454 logg=4.35\n", + "Changing to T= 50000 for T= 66393 logg=4.29\n", + "Changing to logg=5.00 for T= 66393 logg=4.29\n", + "Changing to T= 50000 for T= 72375 logg=4.45\n", + "Changing to logg=5.00 for T= 72375 logg=4.45\n", + "Changing to T= 50000 for T= 72410 logg=4.44\n", + "Changing to logg=5.00 for T= 72410 logg=4.44\n", + "Changing to T= 50000 for T=100316 logg=5.42\n", + "Changing to logg=5.00 for T=100316 logg=5.42\n", + "Changing to T= 50000 for T= 57932 logg=4.06\n", + "Changing to logg=5.00 for T= 57932 logg=4.06\n", + "Changing to T= 50000 for T= 72417 logg=4.45\n", + "Changing to logg=5.00 for T= 72417 logg=4.45\n", + "Changing to T= 50000 for T= 67825 logg=4.33\n", + "Changing to logg=5.00 for T= 67825 logg=4.33\n", + "Changing to logg=0.00 for T= 3554 logg=-0.25\n", + "Changing to T= 50000 for T=101037 logg=5.40\n", + "Changing to logg=5.00 for T=101037 logg=5.40\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=0.00 for T= 3330 logg=-0.71\n", + "Changing to T= 50000 for T= 62008 logg=4.16\n", + "Changing to logg=5.00 for T= 62008 logg=4.16\n", + "Changing to T= 50000 for T= 62552 logg=4.18\n", + "Changing to logg=5.00 for T= 62552 logg=4.18\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=0.00 for T= 3554 logg=-0.25\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 63004 logg=4.19\n", + "Changing to logg=5.00 for T= 63004 logg=4.19\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 71333 logg=4.40\n", + "Changing to logg=5.00 for T= 71333 logg=4.40\n", + "Changing to T= 50000 for T= 71130 logg=4.41\n", + "Changing to logg=5.00 for T= 71130 logg=4.41\n", + "Changing to logg=2.00 for T= 9833 logg=1.68\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=5.00 for T= 1616 logg=4.44\n", + "Changing to T= 50000 for T=102747 logg=5.41\n", + "Changing to logg=5.00 for T=102747 logg=5.41\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 69322 logg=4.37\n", + "Changing to logg=5.00 for T= 69322 logg=4.37\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 72437 logg=4.45\n", + "Changing to logg=5.00 for T= 72437 logg=4.45\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to T= 50000 for T=101606 logg=5.41\n", + "Changing to logg=5.00 for T=101606 logg=5.41\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to T= 50000 for T=101265 logg=5.40\n", + "Changing to logg=5.00 for T=101265 logg=5.40\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to T= 50000 for T= 63756 logg=4.21\n", + "Changing to logg=5.00 for T= 63756 logg=4.21\n", + "Changing to T= 50000 for T=101237 logg=5.41\n", + "Changing to logg=5.00 for T=101237 logg=5.41\n", + "Changing to T= 1200 for T= 692 logg=4.44\n", + "Changing to logg=2.00 for T= 9772 logg=1.67\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=2.00 for T= 9759 logg=1.72\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to logg=0.00 for T= 3288 logg=-0.82\n", + "Changing to logg=5.00 for T= 1616 logg=4.44\n", + "Changing to T= 50000 for T= 62509 logg=4.18\n", + "Changing to logg=5.00 for T= 62509 logg=4.18\n", + "Changing to T= 50000 for T= 72345 logg=4.44\n", + "Changing to logg=5.00 for T= 72345 logg=4.44\n", + "Changing to T= 50000 for T= 67934 logg=4.33\n", + "Changing to logg=5.00 for T= 67934 logg=4.33\n", + "Changing to T= 50000 for T= 69696 logg=4.37\n", + "Changing to logg=5.00 for T= 69696 logg=4.37\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 73315 logg=4.45\n", + "Changing to logg=5.00 for T= 73315 logg=4.45\n", + "Changing to T= 50000 for T= 65349 logg=4.25\n", + "Changing to logg=5.00 for T= 65349 logg=4.25\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to logg=0.00 for T= 3554 logg=-0.25\n", + "Changing to logg=0.00 for T= 3317 logg=-0.70\n", + "Changing to logg=1.50 for T= 8770 logg=1.44\n", + "Changing to T= 50000 for T= 68454 logg=4.35\n", + "Changing to logg=5.00 for T= 68454 logg=4.35\n", + "Changing to T= 50000 for T= 95192 logg=5.08\n", + "Changing to logg=5.00 for T= 95192 logg=5.08\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to T= 50000 for T= 65770 logg=4.26\n", + "Changing to logg=5.00 for T= 65770 logg=4.26\n", + "Changing to T= 50000 for T= 72282 logg=4.44\n", + "Changing to logg=5.00 for T= 72282 logg=4.44\n", + "Changing to logg=0.00 for T= 3337 logg=-0.66\n", + "Changing to logg=0.00 for T= 3325 logg=-0.66\n", + "Changing to T= 50000 for T= 73018 logg=5.46\n", + "Changing to logg=5.00 for T= 73018 logg=5.46\n", + "Making photometry for isochrone: log(t) = 7.00 AKs = 0.00 dist = 1000\n", + " Starting at: 2021-08-13 12:08:41.330391 Usually takes ~5 minutes\n", + "Starting filter: ubv,U Elapsed time: 0.00 seconds\n", + "Starting synthetic photometry\n", + "M = 1.240 Msun T = 6110 K m_ubv_U = 14.69\n", + "M = 5.300 Msun T = 16984 K m_ubv_U = 8.36\n", + "M = 17.000 Msun T = 24307 K m_ubv_U = 3.94\n", + "M = 18.000 Msun T = 71698 K m_ubv_U = 7.27\n", + "M = 1.400 Msun T = 6559 K m_ubv_U = 13.78\n", + "M = 6.310 Msun T = nan K m_ubv_U = nan\n", + "M = 19.000 Msun T = 28262 K m_ubv_U = 2.75\n", + "M = 12.000 Msun T = 25081 K m_ubv_U = 5.56\n", + "M = 0.251 Msun T = nan K m_ubv_U = nan\n", + "M = 19.000 Msun T = 102113 K m_ubv_U = 8.77\n", + "M = 1.400 Msun T = nan K m_ubv_U = nan\n", + "M = 8.000 Msun T = 21305 K m_ubv_U = 7.05\n", + "M = 11.000 Msun T = 24577 K m_ubv_U = 5.95\n", + "M = 1.400 Msun T = nan K m_ubv_U = nan\n", + "M = 13.000 Msun T = 26107 K m_ubv_U = 5.36\n", + "M = 15.000 Msun T = 26270 K m_ubv_U = 4.69\n", + "M = 17.000 Msun T = 24307 K m_ubv_U = 3.94\n", + "M = 14.000 Msun T = 26300 K m_ubv_U = 5.01\n", + "M = 8.500 Msun T = 22028 K m_ubv_U = 6.88\n", + "M = 3.162 Msun T = 2739 K m_ubv_U = 29.73\n", + "M = 1.400 Msun T = nan K m_ubv_U = nan\n", + "M = 1.400 Msun T = nan K m_ubv_U = nan\n", + "M = 1.400 Msun T = nan K m_ubv_U = nan\n", + "M = 0.501 Msun T = nan K m_ubv_U = nan\n", + "M = 1.200 Msun T = 5987 K m_ubv_U = 15.00\n", + "M = 15.000 Msun T = 26270 K m_ubv_U = 4.69\n", + "M = 14.000 Msun T = 26300 K m_ubv_U = 5.01\n", + "M = 3.162 Msun T = 2739 K m_ubv_U = 29.73\n", + "M = 1.400 Msun T = nan K m_ubv_U = nan\n", + "M = 20.000 Msun T = 65151 K m_ubv_U = 6.00\n", + "M = 12.000 Msun T = 25081 K m_ubv_U = 5.56\n", + "M = 1.400 Msun T = nan K m_ubv_U = nan\n", + "M = 1.400 Msun T = nan K m_ubv_U = nan\n", + "M = 12.000 Msun T = 25081 K m_ubv_U = 5.56\n", + "M = 1.400 Msun T = 6559 K m_ubv_U = 13.78\n", + "M = 21.000 Msun T = 69632 K m_ubv_U = 6.23\n", + "M = 3.981 Msun T = nan K m_ubv_U = nan\n", + "M = 3.162 Msun T = 2739 K m_ubv_U = 29.73\n", + "M = 0.600 Msun T = 5463 K m_ubv_U = 16.50\n", + "M = 5.012 Msun T = nan K m_ubv_U = nan\n", + "M = 17.000 Msun T = 24307 K m_ubv_U = 3.94\n", + "M = 5.012 Msun T = nan K m_ubv_U = nan\n", + "M = 13.600 Msun T = 28461 K m_ubv_U = 5.27\n", + "M = 16.200 Msun T = 26347 K m_ubv_U = 4.27\n", + "M = 0.280 Msun T = 1616 K m_ubv_U = 33.62\n", + "M = 15.000 Msun T = 25833 K m_ubv_U = 4.59\n", + "M = 11.400 Msun T = nan K m_ubv_U = nan\n", + "M = 2.400 Msun T = 10468 K m_ubv_U = 11.13\n", + "M = 1.400 Msun T = 6571 K m_ubv_U = 13.77\n", + "M = 17.100 Msun T = 24815 K m_ubv_U = 3.89\n", + "M = 12.000 Msun T = 25146 K m_ubv_U = 5.54\n", + "M = 2.400 Msun T = 10468 K m_ubv_U = 11.13\n", + "M = 1.100 Msun T = 5905 K m_ubv_U = 15.39\n", + "M = 16.000 Msun T = 25206 K m_ubv_U = 4.25\n", + "M = 5.200 Msun T = 17553 K m_ubv_U = 8.50\n", + "M = 3.000 Msun T = 12276 K m_ubv_U = 10.27\n", + "M = 3.400 Msun T = 13365 K m_ubv_U = 9.82\n", + "M = 8.400 Msun T = 23278 K m_ubv_U = 7.04\n", + "M = 5.100 Msun T = 17340 K m_ubv_U = 8.56\n", + "M = 11.000 Msun T = 24743 K m_ubv_U = 5.98\n", + "M = 18.000 Msun T = 8770 K m_ubv_U = 2.31\n", + "M = 19.000 Msun T = 102681 K m_ubv_U = 8.82\n", + "M = 11.000 Msun T = 24743 K m_ubv_U = 5.98\n", + "M = 1.400 Msun T = 6561 K m_ubv_U = 13.77\n", + "M = 1.080 Msun T = 5851 K m_ubv_U = 15.53\n", + "M = 13.500 Msun T = 28501 K m_ubv_U = 5.31\n", + "M = 11.200 Msun T = 26902 K m_ubv_U = 6.07\n", + "M = 15.000 Msun T = 25833 K m_ubv_U = 4.59\n", + "M = 1.500 Msun T = 6905 K m_ubv_U = 13.36\n", + "M = 12.000 Msun T = 27449 K m_ubv_U = 5.79\n", + "M = 10.800 Msun T = 26377 K m_ubv_U = 6.13\n", + "M = 1.500 Msun T = 6905 K m_ubv_U = 13.36\n", + "M = 19.000 Msun T = 101226 K m_ubv_U = 8.78\n", + "M = 3.600 Msun T = 13885 K m_ubv_U = 9.63\n", + "M = 0.840 Msun T = 4847 K m_ubv_U = 17.71\n", + "M = 6.300 Msun T = 19695 K m_ubv_U = 7.93\n", + "M = 13.000 Msun T = 26170 K m_ubv_U = 5.33\n", + "M = 18.000 Msun T = 8770 K m_ubv_U = 2.31\n", + "M = 0.360 Msun T = nan K m_ubv_U = nan\n", + "M = 21.000 Msun T = 3317 K m_ubv_U = 8.13\n", + "M = 15.300 Msun T = 28171 K m_ubv_U = 4.68\n", + "M = 16.000 Msun T = 25206 K m_ubv_U = 4.25\n", + "Starting filter: ubv,V Elapsed time: 12.40 seconds\n", + "Starting synthetic photometry\n", + "M = 1.240 Msun T = 6110 K m_ubv_V = 14.10\n", + "M = 5.300 Msun T = 16984 K m_ubv_V = 9.18\n", + "M = 17.000 Msun T = 24307 K m_ubv_V = 5.13\n", + "M = 18.000 Msun T = 71698 K m_ubv_V = 8.72\n", + "M = 1.400 Msun T = 6559 K m_ubv_V = 13.37\n", + "M = 6.310 Msun T = nan K m_ubv_V = nan\n", + "M = 19.000 Msun T = 28262 K m_ubv_V = 4.03\n", + "M = 12.000 Msun T = 25081 K m_ubv_V = 6.74\n", + "M = 0.251 Msun T = nan K m_ubv_V = nan\n", + "M = 19.000 Msun T = 102113 K m_ubv_V = 10.21\n", + "M = 1.400 Msun T = nan K m_ubv_V = nan\n", + "M = 8.000 Msun T = 21305 K m_ubv_V = 8.08\n", + "M = 11.000 Msun T = 24577 K m_ubv_V = 7.11\n", + "M = 1.400 Msun T = nan K m_ubv_V = nan\n", + "M = 13.000 Msun T = 26107 K m_ubv_V = 6.56\n", + "M = 15.000 Msun T = 26270 K m_ubv_V = 5.91\n", + "M = 17.000 Msun T = 24307 K m_ubv_V = 5.13\n", + "M = 14.000 Msun T = 26300 K m_ubv_V = 6.23\n", + "M = 8.500 Msun T = 22028 K m_ubv_V = 7.94\n", + "M = 3.162 Msun T = 2739 K m_ubv_V = 26.84\n", + "M = 1.400 Msun T = nan K m_ubv_V = nan\n", + "M = 1.400 Msun T = nan K m_ubv_V = nan\n", + "M = 1.400 Msun T = nan K m_ubv_V = nan\n", + "M = 0.501 Msun T = nan K m_ubv_V = nan\n", + "M = 1.200 Msun T = 5987 K m_ubv_V = 14.35\n", + "M = 15.000 Msun T = 26270 K m_ubv_V = 5.91\n", + "M = 14.000 Msun T = 26300 K m_ubv_V = 6.23\n", + "M = 3.162 Msun T = 2739 K m_ubv_V = 26.84\n", + "M = 1.400 Msun T = nan K m_ubv_V = nan\n", + "M = 20.000 Msun T = 65151 K m_ubv_V = 7.44\n", + "M = 12.000 Msun T = 25081 K m_ubv_V = 6.74\n", + "M = 1.400 Msun T = nan K m_ubv_V = nan\n", + "M = 1.400 Msun T = nan K m_ubv_V = nan\n", + "M = 12.000 Msun T = 25081 K m_ubv_V = 6.74\n", + "M = 1.400 Msun T = 6559 K m_ubv_V = 13.37\n", + "M = 21.000 Msun T = 69632 K m_ubv_V = 7.67\n", + "M = 3.981 Msun T = nan K m_ubv_V = nan\n", + "M = 3.162 Msun T = 2739 K m_ubv_V = 26.84\n", + "M = 0.600 Msun T = 5463 K m_ubv_V = 15.45\n", + "M = 5.012 Msun T = nan K m_ubv_V = nan\n", + "M = 17.000 Msun T = 24307 K m_ubv_V = 5.13\n", + "M = 5.012 Msun T = nan K m_ubv_V = nan\n", + "M = 13.600 Msun T = 28461 K m_ubv_V = 6.53\n", + "M = 16.200 Msun T = 26347 K m_ubv_V = 5.50\n", + "M = 0.280 Msun T = 1616 K m_ubv_V = 29.23\n", + "M = 15.000 Msun T = 25833 K m_ubv_V = 5.80\n", + "M = 11.400 Msun T = nan K m_ubv_V = nan\n", + "M = 2.400 Msun T = 10468 K m_ubv_V = 11.28\n", + "M = 1.400 Msun T = 6571 K m_ubv_V = 13.36\n", + "M = 17.100 Msun T = 24815 K m_ubv_V = 5.09\n", + "M = 12.000 Msun T = 25146 K m_ubv_V = 6.72\n", + "M = 2.400 Msun T = 10468 K m_ubv_V = 11.28\n", + "M = 1.100 Msun T = 5905 K m_ubv_V = 14.69\n", + "M = 16.000 Msun T = 25206 K m_ubv_V = 5.45\n", + "M = 5.200 Msun T = 17553 K m_ubv_V = 9.35\n", + "M = 3.000 Msun T = 12276 K m_ubv_V = 10.69\n", + "M = 3.400 Msun T = 13365 K m_ubv_V = 10.37\n", + "M = 8.400 Msun T = 23278 K m_ubv_V = 8.14\n", + "M = 5.100 Msun T = 17340 K m_ubv_V = 9.39\n", + "M = 11.000 Msun T = 24743 K m_ubv_V = 7.14\n", + "M = 18.000 Msun T = 8770 K m_ubv_V = 2.39\n", + "M = 19.000 Msun T = 102681 K m_ubv_V = 10.26\n", + "M = 11.000 Msun T = 24743 K m_ubv_V = 7.14\n", + "M = 1.400 Msun T = 6561 K m_ubv_V = 13.36\n", + "M = 1.080 Msun T = 5851 K m_ubv_V = 14.79\n", + "M = 13.500 Msun T = 28501 K m_ubv_V = 6.58\n", + "M = 11.200 Msun T = 26902 K m_ubv_V = 7.28\n", + "M = 15.000 Msun T = 25833 K m_ubv_V = 5.80\n", + "M = 1.500 Msun T = 6905 K m_ubv_V = 13.02\n", + "M = 12.000 Msun T = 27449 K m_ubv_V = 7.02\n", + "M = 10.800 Msun T = 26377 K m_ubv_V = 7.33\n", + "M = 1.500 Msun T = 6905 K m_ubv_V = 13.02\n", + "M = 19.000 Msun T = 101226 K m_ubv_V = 10.23\n", + "M = 3.600 Msun T = 13885 K m_ubv_V = 10.23\n", + "M = 0.840 Msun T = 4847 K m_ubv_V = 16.05\n", + "M = 6.300 Msun T = 19695 K m_ubv_V = 8.88\n", + "M = 13.000 Msun T = 26170 K m_ubv_V = 6.54\n", + "M = 18.000 Msun T = 8770 K m_ubv_V = 2.39\n", + "M = 0.360 Msun T = nan K m_ubv_V = nan\n", + "M = 21.000 Msun T = 3317 K m_ubv_V = 5.03\n", + "M = 15.300 Msun T = 28171 K m_ubv_V = 5.95\n", + "M = 16.000 Msun T = 25206 K m_ubv_V = 5.45\n", + "Starting filter: ubv,B Elapsed time: 24.65 seconds\n", + "Starting synthetic photometry\n", + "M = 1.240 Msun T = 6110 K m_ubv_B = 14.69\n", + "M = 5.300 Msun T = 16984 K m_ubv_B = 9.01\n", + "M = 17.000 Msun T = 24307 K m_ubv_B = 4.89\n", + "M = 18.000 Msun T = 71698 K m_ubv_B = 8.39\n", + "M = 1.400 Msun T = 6559 K m_ubv_B = 13.83\n", + "M = 6.310 Msun T = nan K m_ubv_B = nan\n", + "M = 19.000 Msun T = 28262 K m_ubv_B = 3.77\n", + "M = 12.000 Msun T = 25081 K m_ubv_B = 6.49\n", + "M = 0.251 Msun T = nan K m_ubv_B = nan\n", + "M = 19.000 Msun T = 102113 K m_ubv_B = 9.88\n", + "M = 1.400 Msun T = nan K m_ubv_B = nan\n", + "M = 8.000 Msun T = 21305 K m_ubv_B = 7.86\n", + "M = 11.000 Msun T = 24577 K m_ubv_B = 6.87\n", + "M = 1.400 Msun T = nan K m_ubv_B = nan\n", + "M = 13.000 Msun T = 26107 K m_ubv_B = 6.31\n", + "M = 15.000 Msun T = 26270 K m_ubv_B = 5.66\n", + "M = 17.000 Msun T = 24307 K m_ubv_B = 4.89\n", + "M = 14.000 Msun T = 26300 K m_ubv_B = 5.98\n", + "M = 8.500 Msun T = 22028 K m_ubv_B = 7.72\n", + "M = 3.162 Msun T = 2739 K m_ubv_B = 28.28\n", + "M = 1.400 Msun T = nan K m_ubv_B = nan\n", + "M = 1.400 Msun T = nan K m_ubv_B = nan\n", + "M = 1.400 Msun T = nan K m_ubv_B = nan\n", + "M = 0.501 Msun T = nan K m_ubv_B = nan\n", + "M = 1.200 Msun T = 5987 K m_ubv_B = 14.98\n", + "M = 15.000 Msun T = 26270 K m_ubv_B = 5.66\n", + "M = 14.000 Msun T = 26300 K m_ubv_B = 5.98\n", + "M = 3.162 Msun T = 2739 K m_ubv_B = 28.28\n", + "M = 1.400 Msun T = nan K m_ubv_B = nan\n", + "M = 20.000 Msun T = 65151 K m_ubv_B = 7.11\n", + "M = 12.000 Msun T = 25081 K m_ubv_B = 6.49\n", + "M = 1.400 Msun T = nan K m_ubv_B = nan\n", + "M = 1.400 Msun T = nan K m_ubv_B = nan\n", + "M = 12.000 Msun T = 25081 K m_ubv_B = 6.49\n", + "M = 1.400 Msun T = 6559 K m_ubv_B = 13.83\n", + "M = 21.000 Msun T = 69632 K m_ubv_B = 7.34\n", + "M = 3.981 Msun T = nan K m_ubv_B = nan\n", + "M = 3.162 Msun T = 2739 K m_ubv_B = 28.28\n", + "M = 0.600 Msun T = 5463 K m_ubv_B = 16.26\n", + "M = 5.012 Msun T = nan K m_ubv_B = nan\n", + "M = 17.000 Msun T = 24307 K m_ubv_B = 4.89\n", + "M = 5.012 Msun T = nan K m_ubv_B = nan\n", + "M = 13.600 Msun T = 28461 K m_ubv_B = 6.26\n", + "M = 16.200 Msun T = 26347 K m_ubv_B = 5.24\n", + "M = 0.280 Msun T = 1616 K m_ubv_B = 31.39\n", + "M = 15.000 Msun T = 25833 K m_ubv_B = 5.55\n", + "M = 11.400 Msun T = nan K m_ubv_B = nan\n", + "M = 2.400 Msun T = 10468 K m_ubv_B = 11.25\n", + "M = 1.400 Msun T = 6571 K m_ubv_B = 13.82\n", + "M = 17.100 Msun T = 24815 K m_ubv_B = 4.85\n", + "M = 12.000 Msun T = 25146 K m_ubv_B = 6.48\n", + "M = 2.400 Msun T = 10468 K m_ubv_B = 11.25\n", + "M = 1.100 Msun T = 5905 K m_ubv_B = 15.35\n", + "M = 16.000 Msun T = 25206 K m_ubv_B = 5.21\n", + "M = 5.200 Msun T = 17553 K m_ubv_B = 9.17\n", + "M = 3.000 Msun T = 12276 K m_ubv_B = 10.59\n", + "M = 3.400 Msun T = 13365 K m_ubv_B = 10.25\n", + "M = 8.400 Msun T = 23278 K m_ubv_B = 7.91\n", + "M = 5.100 Msun T = 17340 K m_ubv_B = 9.22\n", + "M = 11.000 Msun T = 24743 K m_ubv_B = 6.90\n", + "M = 18.000 Msun T = 8770 K m_ubv_B = 2.39\n", + "M = 19.000 Msun T = 102681 K m_ubv_B = 9.93\n", + "M = 11.000 Msun T = 24743 K m_ubv_B = 6.90\n", + "M = 1.400 Msun T = 6561 K m_ubv_B = 13.82\n", + "M = 1.080 Msun T = 5851 K m_ubv_B = 15.47\n", + "M = 13.500 Msun T = 28501 K m_ubv_B = 6.31\n", + "M = 11.200 Msun T = 26902 K m_ubv_B = 7.03\n", + "M = 15.000 Msun T = 25833 K m_ubv_B = 5.55\n", + "M = 1.500 Msun T = 6905 K m_ubv_B = 13.40\n", + "M = 12.000 Msun T = 27449 K m_ubv_B = 6.77\n", + "M = 10.800 Msun T = 26377 K m_ubv_B = 7.08\n", + "M = 1.500 Msun T = 6905 K m_ubv_B = 13.40\n", + "M = 19.000 Msun T = 101226 K m_ubv_B = 9.90\n", + "M = 3.600 Msun T = 13885 K m_ubv_B = 10.10\n", + "M = 0.840 Msun T = 4847 K m_ubv_B = 17.03\n", + "M = 6.300 Msun T = 19695 K m_ubv_B = 8.68\n", + "M = 13.000 Msun T = 26170 K m_ubv_B = 6.29\n", + "M = 18.000 Msun T = 8770 K m_ubv_B = 2.39\n", + "M = 0.360 Msun T = nan K m_ubv_B = nan\n", + "M = 21.000 Msun T = 3317 K m_ubv_B = 6.53\n", + "M = 15.300 Msun T = 28171 K m_ubv_B = 5.68\n", + "M = 16.000 Msun T = 25206 K m_ubv_B = 5.21\n", + "Starting filter: ubv,R Elapsed time: 36.83 seconds\n", + "Starting synthetic photometry\n", + "M = 1.240 Msun T = 6110 K m_ubv_R = 13.80\n", + "M = 5.300 Msun T = 16984 K m_ubv_R = 9.24\n", + "M = 17.000 Msun T = 24307 K m_ubv_R = 5.22\n", + "M = 18.000 Msun T = 71698 K m_ubv_R = 8.85\n", + "M = 1.400 Msun T = 6559 K m_ubv_R = 13.12\n", + "M = 6.310 Msun T = nan K m_ubv_R = nan\n", + "M = 19.000 Msun T = 28262 K m_ubv_R = 4.14\n", + "M = 12.000 Msun T = 25081 K m_ubv_R = 6.83\n", + "M = 0.251 Msun T = nan K m_ubv_R = nan\n", + "M = 19.000 Msun T = 102113 K m_ubv_R = 10.35\n", + "M = 1.400 Msun T = nan K m_ubv_R = nan\n", + "M = 8.000 Msun T = 21305 K m_ubv_R = 8.16\n", + "M = 11.000 Msun T = 24577 K m_ubv_R = 7.21\n", + "M = 1.400 Msun T = nan K m_ubv_R = nan\n", + "M = 13.000 Msun T = 26107 K m_ubv_R = 6.66\n", + "M = 15.000 Msun T = 26270 K m_ubv_R = 6.01\n", + "M = 17.000 Msun T = 24307 K m_ubv_R = 5.22\n", + "M = 14.000 Msun T = 26300 K m_ubv_R = 6.33\n", + "M = 8.500 Msun T = 22028 K m_ubv_R = 8.03\n", + "M = 3.162 Msun T = 2739 K m_ubv_R = 25.46\n", + "M = 1.400 Msun T = nan K m_ubv_R = nan\n", + "M = 1.400 Msun T = nan K m_ubv_R = nan\n", + "M = 1.400 Msun T = nan K m_ubv_R = nan\n", + "M = 0.501 Msun T = nan K m_ubv_R = nan\n", + "M = 1.200 Msun T = 5987 K m_ubv_R = 14.03\n", + "M = 15.000 Msun T = 26270 K m_ubv_R = 6.01\n", + "M = 14.000 Msun T = 26300 K m_ubv_R = 6.33\n", + "M = 3.162 Msun T = 2739 K m_ubv_R = 25.46\n", + "M = 1.400 Msun T = nan K m_ubv_R = nan\n", + "M = 20.000 Msun T = 65151 K m_ubv_R = 7.58\n", + "M = 12.000 Msun T = 25081 K m_ubv_R = 6.83\n", + "M = 1.400 Msun T = nan K m_ubv_R = nan\n", + "M = 1.400 Msun T = nan K m_ubv_R = nan\n", + "M = 12.000 Msun T = 25081 K m_ubv_R = 6.83\n", + "M = 1.400 Msun T = 6559 K m_ubv_R = 13.12\n", + "M = 21.000 Msun T = 69632 K m_ubv_R = 7.81\n", + "M = 3.981 Msun T = nan K m_ubv_R = nan\n", + "M = 3.162 Msun T = 2739 K m_ubv_R = 25.46\n", + "M = 0.600 Msun T = 5463 K m_ubv_R = 15.06\n", + "M = 5.012 Msun T = nan K m_ubv_R = nan\n", + "M = 17.000 Msun T = 24307 K m_ubv_R = 5.22\n", + "M = 5.012 Msun T = nan K m_ubv_R = nan\n", + "M = 13.600 Msun T = 28461 K m_ubv_R = 6.64\n", + "M = 16.200 Msun T = 26347 K m_ubv_R = 5.60\n", + "M = 0.280 Msun T = 1616 K m_ubv_R = 26.30\n", + "M = 15.000 Msun T = 25833 K m_ubv_R = 5.90\n", + "M = 11.400 Msun T = nan K m_ubv_R = nan\n", + "M = 2.400 Msun T = 10468 K m_ubv_R = 11.30\n", + "M = 1.400 Msun T = 6571 K m_ubv_R = 13.12\n", + "M = 17.100 Msun T = 24815 K m_ubv_R = 5.19\n", + "M = 12.000 Msun T = 25146 K m_ubv_R = 6.82\n", + "M = 2.400 Msun T = 10468 K m_ubv_R = 11.30\n", + "M = 1.100 Msun T = 5905 K m_ubv_R = 14.37\n", + "M = 16.000 Msun T = 25206 K m_ubv_R = 5.55\n", + "M = 5.200 Msun T = 17553 K m_ubv_R = 9.41\n", + "M = 3.000 Msun T = 12276 K m_ubv_R = 10.72\n", + "M = 3.400 Msun T = 13365 K m_ubv_R = 10.41\n", + "M = 8.400 Msun T = 23278 K m_ubv_R = 8.23\n", + "M = 5.100 Msun T = 17340 K m_ubv_R = 9.46\n", + "M = 11.000 Msun T = 24743 K m_ubv_R = 7.23\n", + "M = 18.000 Msun T = 8770 K m_ubv_R = 2.35\n", + "M = 19.000 Msun T = 102681 K m_ubv_R = 10.40\n", + "M = 11.000 Msun T = 24743 K m_ubv_R = 7.23\n", + "M = 1.400 Msun T = 6561 K m_ubv_R = 13.11\n", + "M = 1.080 Msun T = 5851 K m_ubv_R = 14.46\n", + "M = 13.500 Msun T = 28501 K m_ubv_R = 6.69\n", + "M = 11.200 Msun T = 26902 K m_ubv_R = 7.38\n", + "M = 15.000 Msun T = 25833 K m_ubv_R = 5.90\n", + "M = 1.500 Msun T = 6905 K m_ubv_R = 12.81\n", + "M = 12.000 Msun T = 27449 K m_ubv_R = 7.13\n", + "M = 10.800 Msun T = 26377 K m_ubv_R = 7.43\n", + "M = 1.500 Msun T = 6905 K m_ubv_R = 12.81\n", + "M = 19.000 Msun T = 101226 K m_ubv_R = 10.36\n", + "M = 3.600 Msun T = 13885 K m_ubv_R = 10.27\n", + "M = 0.840 Msun T = 4847 K m_ubv_R = 15.53\n", + "M = 6.300 Msun T = 19695 K m_ubv_R = 8.96\n", + "M = 13.000 Msun T = 26170 K m_ubv_R = 6.64\n", + "M = 18.000 Msun T = 8770 K m_ubv_R = 2.35\n", + "M = 0.360 Msun T = nan K m_ubv_R = nan\n", + "M = 21.000 Msun T = 3317 K m_ubv_R = 3.89\n", + "M = 15.300 Msun T = 28171 K m_ubv_R = 6.05\n", + "M = 16.000 Msun T = 25206 K m_ubv_R = 5.55\n", + "Starting filter: ubv,I Elapsed time: 48.81 seconds\n", + "Starting synthetic photometry\n", + "M = 1.240 Msun T = 6110 K m_ubv_I = 13.44\n", + "M = 5.300 Msun T = 16984 K m_ubv_I = 9.40\n", + "M = 17.000 Msun T = 24307 K m_ubv_I = 5.44\n", + "M = 18.000 Msun T = 71698 K m_ubv_I = 9.13\n", + "M = 1.400 Msun T = 6559 K m_ubv_I = 12.82\n", + "M = 6.310 Msun T = nan K m_ubv_I = nan\n", + "M = 19.000 Msun T = 28262 K m_ubv_I = 4.38\n", + "M = 12.000 Msun T = 25081 K m_ubv_I = 7.06\n", + "M = 0.251 Msun T = nan K m_ubv_I = nan\n", + "M = 19.000 Msun T = 102113 K m_ubv_I = 10.63\n", + "M = 1.400 Msun T = nan K m_ubv_I = nan\n", + "M = 8.000 Msun T = 21305 K m_ubv_I = 8.37\n", + "M = 11.000 Msun T = 24577 K m_ubv_I = 7.43\n", + "M = 1.400 Msun T = nan K m_ubv_I = nan\n", + "M = 13.000 Msun T = 26107 K m_ubv_I = 6.90\n", + "M = 15.000 Msun T = 26270 K m_ubv_I = 6.25\n", + "M = 17.000 Msun T = 24307 K m_ubv_I = 5.44\n", + "M = 14.000 Msun T = 26300 K m_ubv_I = 6.57\n", + "M = 8.500 Msun T = 22028 K m_ubv_I = 8.24\n", + "M = 3.162 Msun T = 2739 K m_ubv_I = 22.12\n", + "M = 1.400 Msun T = nan K m_ubv_I = nan\n", + "M = 1.400 Msun T = nan K m_ubv_I = nan\n", + "M = 1.400 Msun T = nan K m_ubv_I = nan\n", + "M = 0.501 Msun T = nan K m_ubv_I = nan\n", + "M = 1.200 Msun T = 5987 K m_ubv_I = 13.65\n", + "M = 15.000 Msun T = 26270 K m_ubv_I = 6.25\n", + "M = 14.000 Msun T = 26300 K m_ubv_I = 6.57\n", + "M = 3.162 Msun T = 2739 K m_ubv_I = 22.12\n", + "M = 1.400 Msun T = nan K m_ubv_I = nan\n", + "M = 20.000 Msun T = 65151 K m_ubv_I = 7.86\n", + "M = 12.000 Msun T = 25081 K m_ubv_I = 7.06\n", + "M = 1.400 Msun T = nan K m_ubv_I = nan\n", + "M = 1.400 Msun T = nan K m_ubv_I = nan\n", + "M = 12.000 Msun T = 25081 K m_ubv_I = 7.06\n", + "M = 1.400 Msun T = 6559 K m_ubv_I = 12.82\n", + "M = 21.000 Msun T = 69632 K m_ubv_I = 8.09\n", + "M = 3.981 Msun T = nan K m_ubv_I = nan\n", + "M = 3.162 Msun T = 2739 K m_ubv_I = 22.12\n", + "M = 0.600 Msun T = 5463 K m_ubv_I = 14.59\n", + "M = 5.012 Msun T = nan K m_ubv_I = nan\n", + "M = 17.000 Msun T = 24307 K m_ubv_I = 5.44\n", + "M = 5.012 Msun T = nan K m_ubv_I = nan\n", + "M = 13.600 Msun T = 28461 K m_ubv_I = 6.89\n", + "M = 16.200 Msun T = 26347 K m_ubv_I = 5.84\n", + "M = 0.280 Msun T = 1616 K m_ubv_I = 22.86\n", + "M = 15.000 Msun T = 25833 K m_ubv_I = 6.14\n", + "M = 11.400 Msun T = nan K m_ubv_I = nan\n", + "M = 2.400 Msun T = 10468 K m_ubv_I = 11.34\n", + "M = 1.400 Msun T = 6571 K m_ubv_I = 12.82\n", + "M = 17.100 Msun T = 24815 K m_ubv_I = 5.41\n", + "M = 12.000 Msun T = 25146 K m_ubv_I = 7.05\n", + "M = 2.400 Msun T = 10468 K m_ubv_I = 11.34\n", + "M = 1.100 Msun T = 5905 K m_ubv_I = 13.97\n", + "M = 16.000 Msun T = 25206 K m_ubv_I = 5.78\n", + "M = 5.200 Msun T = 17553 K m_ubv_I = 9.58\n", + "M = 3.000 Msun T = 12276 K m_ubv_I = 10.81\n", + "M = 3.400 Msun T = 13365 K m_ubv_I = 10.52\n", + "M = 8.400 Msun T = 23278 K m_ubv_I = 8.45\n", + "M = 5.100 Msun T = 17340 K m_ubv_I = 9.62\n", + "M = 11.000 Msun T = 24743 K m_ubv_I = 7.46\n", + "M = 18.000 Msun T = 8770 K m_ubv_I = 2.30\n", + "M = 19.000 Msun T = 102681 K m_ubv_I = 10.68\n", + "M = 11.000 Msun T = 24743 K m_ubv_I = 7.46\n", + "M = 1.400 Msun T = 6561 K m_ubv_I = 12.82\n", + "M = 1.080 Msun T = 5851 K m_ubv_I = 14.06\n", + "M = 13.500 Msun T = 28501 K m_ubv_I = 6.94\n", + "M = 11.200 Msun T = 26902 K m_ubv_I = 7.63\n", + "M = 15.000 Msun T = 25833 K m_ubv_I = 6.14\n", + "M = 1.500 Msun T = 6905 K m_ubv_I = 12.56\n", + "M = 12.000 Msun T = 27449 K m_ubv_I = 7.38\n", + "M = 10.800 Msun T = 26377 K m_ubv_I = 7.67\n", + "M = 1.500 Msun T = 6905 K m_ubv_I = 12.56\n", + "M = 19.000 Msun T = 101226 K m_ubv_I = 10.64\n", + "M = 3.600 Msun T = 13885 K m_ubv_I = 10.39\n", + "M = 0.840 Msun T = 4847 K m_ubv_I = 14.92\n", + "M = 6.300 Msun T = 19695 K m_ubv_I = 9.15\n", + "M = 13.000 Msun T = 26170 K m_ubv_I = 6.88\n", + "M = 18.000 Msun T = 8770 K m_ubv_I = 2.30\n", + "M = 0.360 Msun T = nan K m_ubv_I = nan\n", + "M = 21.000 Msun T = 3317 K m_ubv_I = 1.35\n", + "M = 15.300 Msun T = 28171 K m_ubv_I = 6.30\n", + "M = 16.000 Msun T = 25206 K m_ubv_I = 5.78\n", + " Time taken: 60.57 seconds\n", + "Isochrone generation took 568.174965 s.\n" + ] + } + ], + "source": [ + "import spisea\n", + "from spisea import evolution, synthetic\n", + "import math\n", + "# Check if the evolution class works fine\n", + "iso1=synthetic.Isochrone_Binary(7.0, 0.0, 1000,\n", + " math.log10(1), mass_sampling=1)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Will check if all of the indices in the BPASS isochrone are valid, i.e. are 5, 101, 102, 103, or -99 (-99 is for merged))" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import numpy as np\n", + "np.all([(x == 5 or x == 101 or x==102 or x==103) for x in iso1.primaries['phase']])" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.all([(x == 5 or x == 101 or x==102 or x==103) for x in iso1.singles['phase']])" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.all([(x == 5 or x == 101 or x == -99 or x==102 or x==103) for x in iso1.secondaries['phase']])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Find the maximum, mean, and median values of logg (cgs) for primaries and secondaries accounting for NaNs in the columns. (For max we make NaNs the same as - infinity and for median and mean, we do not include them)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.591806913365015" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(iso1.singles['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5.898517399939001" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(np.nan_to_num(iso1.primaries['logg'], -np.inf))" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5.7676806790772" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(np.nan_to_num(iso1.secondaries['logg'], -np.inf))" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.178243141326868" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(iso1.singles['logg'][np.where(~np.isnan(iso1.singles['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.108995846829808" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(iso1.primaries['logg'][np.where(~np.isnan(iso1.primaries['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3.96292885544605" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(iso1.secondaries['logg'][np.where(~np.isnan(iso1.secondaries['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.194452095013302" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median(iso1.singles['logg'][np.where(~np.isnan(iso1.singles['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.075886239648769" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median(iso1.primaries['logg'][np.where(~np.isnan(iso1.primaries['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/ipykernel_launcher.py:1: FutureWarning: Using a non-tuple sequence for multidimensional indexing is deprecated; use `arr[tuple(seq)]` instead of `arr[seq]`. In the future this will be interpreted as an array index, `arr[np.array(seq)]`, which will result either in an error or a different result.\n", + " \"\"\"Entry point for launching an IPython kernel.\n" + ] + }, + { + "data": { + "text/plain": [ + "4.239978886358815" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median(iso1.secondaries['logg'][[np.where(~np.isnan(iso1.secondaries['logg']))]])" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'logg in cgs')" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "findfont: Font family ['sans-serif'] not found. Falling back to DejaVu Sans.\n", + "findfont: Generic family 'sans-serif' not found because none of the following families were found: Bitstream Vera Sans\n", + "findfont: Font family ['sans-serif'] not found. Falling back to DejaVu Sans.\n", + "findfont: Generic family 'sans-serif' not found because none of the following families were found: Bitstream Vera Sans\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.title(\"Distribution of logg values (secondaries) of isochrone\")\n", + "plt.hist(np.array([x for x in iso1.secondaries['logg'] if np.isfinite(x)]), np.arange(0, 30, 1))\n", + "plt.xlabel(\"logg in cgs\")" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'logg in cgs')" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.title(\"Distribution of logg values (primaries) of isochrone\")\n", + "plt.hist(np.array([x for x in iso1.primaries['logg'] if np.isfinite(x)]), np.arange(0, 30, 1))\n", + "plt.xlabel(\"logg in cgs\")" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'logg in cgs')" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.title(\"Distribution of logg values single stars of isochrone\")\n", + "plt.hist(np.array([x for x in iso1.singles['logg'] if np.isfinite(x)]), np.arange(0, 30, 1))\n", + "plt.xlabel(\"logg in cgs\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, for comparison, I will create a MISTv.1 isochrone of the same metallicity, age, distance from earth, and AKs." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Changing to logg=3.50 for T= 26068 logg=3.41\n", + "Changing to logg=3.50 for T= 26167 logg=3.41\n", + "Changing to logg=3.50 for T= 26263 logg=3.42\n", + "Changing to logg=3.50 for T= 26355 logg=3.42\n", + "Changing to logg=3.50 for T= 26443 logg=3.42\n", + "Changing to logg=3.50 for T= 26528 logg=3.43\n", + "Changing to logg=3.50 for T= 26609 logg=3.43\n", + "Changing to logg=3.50 for T= 26685 logg=3.43\n", + "Changing to logg=3.50 for T= 26758 logg=3.43\n", + "Changing to logg=3.50 for T= 26826 logg=3.44\n", + "Changing to logg=3.50 for T= 26889 logg=3.44\n", + "Changing to logg=3.50 for T= 26943 logg=3.44\n", + "Changing to logg=3.50 for T= 26985 logg=3.44\n", + "Changing to logg=3.50 for T= 27008 logg=3.45\n", + "Changing to logg=3.50 for T= 27006 logg=3.45\n", + "Changing to logg=3.50 for T= 26955 logg=3.45\n", + "Changing to logg=3.50 for T= 26861 logg=3.44\n", + "Changing to logg=3.50 for T= 26740 logg=3.44\n", + "Changing to logg=3.50 for T= 26600 logg=3.44\n", + "Changing to logg=3.50 for T= 26446 logg=3.43\n", + "Changing to logg=3.50 for T= 26289 logg=3.42\n", + "Changing to logg=3.50 for T= 26128 logg=3.41\n", + "Changing to logg=3.00 for T= 21082 logg=2.99\n", + "Changing to logg=3.00 for T= 20939 logg=2.98\n", + "Changing to logg=3.00 for T= 20797 logg=2.97\n", + "Changing to logg=3.00 for T= 20655 logg=2.96\n", + "Changing to logg=3.00 for T= 20513 logg=2.94\n", + "Changing to logg=3.00 for T= 20372 logg=2.93\n", + "Changing to logg=3.00 for T= 20231 logg=2.92\n", + "Changing to logg=3.00 for T= 20091 logg=2.91\n", + "Changing to logg=3.00 for T= 19951 logg=2.90\n", + "Changing to logg=3.00 for T= 19813 logg=2.88\n", + "Changing to logg=3.00 for T= 19675 logg=2.87\n", + "Changing to logg=3.00 for T= 19538 logg=2.86\n", + "Changing to logg=3.00 for T= 19401 logg=2.85\n", + "Changing to logg=3.00 for T= 19265 logg=2.83\n", + "Changing to logg=3.00 for T= 19131 logg=2.82\n", + "Changing to logg=2.50 for T= 15896 logg=2.49\n", + "Changing to logg=2.50 for T= 15781 logg=2.48\n", + "Changing to logg=2.50 for T= 15667 logg=2.47\n", + "Changing to logg=2.50 for T= 15554 logg=2.46\n", + "Changing to logg=2.50 for T= 15442 logg=2.44\n", + "Changing to logg=2.50 for T= 15330 logg=2.43\n", + "Changing to logg=2.50 for T= 15219 logg=2.42\n", + "Changing to logg=2.50 for T= 15109 logg=2.40\n", + "Changing to logg=2.50 for T= 14999 logg=2.39\n", + "Changing to logg=2.50 for T= 14891 logg=2.38\n", + "Changing to logg=2.50 for T= 14782 logg=2.37\n", + "Changing to logg=2.50 for T= 14675 logg=2.35\n", + "Changing to logg=2.50 for T= 14569 logg=2.34\n", + "Changing to logg=2.50 for T= 14463 logg=2.33\n", + "Changing to logg=2.50 for T= 14358 logg=2.31\n", + "Changing to logg=2.50 for T= 14254 logg=2.30\n", + "Changing to logg=2.50 for T= 14150 logg=2.29\n", + "Changing to logg=2.50 for T= 14048 logg=2.27\n", + "Changing to logg=2.50 for T= 13946 logg=2.26\n", + "Changing to logg=2.50 for T= 13844 logg=2.25\n", + "Changing to logg=2.50 for T= 13744 logg=2.23\n", + "Changing to logg=2.50 for T= 13644 logg=2.22\n", + "Changing to logg=2.50 for T= 13545 logg=2.21\n", + "Changing to logg=2.50 for T= 13447 logg=2.19\n", + "Changing to logg=2.50 for T= 13350 logg=2.18\n", + "Changing to logg=2.50 for T= 13253 logg=2.17\n", + "Changing to logg=2.50 for T= 13157 logg=2.16\n", + "Changing to logg=2.50 for T= 13061 logg=2.14\n", + "Changing to logg=2.50 for T= 12967 logg=2.13\n", + "Changing to logg=2.50 for T= 12873 logg=2.12\n", + "Changing to logg=2.50 for T= 12779 logg=2.10\n", + "Changing to logg=2.50 for T= 12687 logg=2.09\n", + "Changing to logg=2.50 for T= 12595 logg=2.08\n", + "Changing to logg=2.50 for T= 12504 logg=2.06\n", + "Changing to logg=2.50 for T= 12413 logg=2.05\n", + "Changing to logg=2.50 for T= 12323 logg=2.04\n", + "Changing to logg=2.50 for T= 12234 logg=2.02\n", + "Changing to logg=2.50 for T= 12145 logg=2.01\n", + "Changing to logg=2.50 for T= 12058 logg=2.00\n", + "Changing to logg=2.50 for T= 11970 logg=1.98\n", + "Changing to logg=2.50 for T= 11884 logg=1.97\n", + "Changing to logg=2.50 for T= 11798 logg=1.96\n", + "Changing to logg=2.00 for T= 11712 logg=1.94\n", + "Changing to logg=2.00 for T= 11628 logg=1.93\n", + "Changing to logg=2.00 for T= 11543 logg=1.92\n", + "Changing to logg=2.00 for T= 11460 logg=1.90\n", + "Changing to logg=2.00 for T= 11377 logg=1.89\n", + "Changing to logg=2.00 for T= 11295 logg=1.88\n", + "Changing to logg=2.00 for T= 11213 logg=1.86\n", + "Changing to logg=2.00 for T= 11132 logg=1.85\n", + "Changing to logg=2.00 for T= 11052 logg=1.84\n", + "Changing to logg=2.00 for T= 10972 logg=1.82\n", + "Changing to logg=2.00 for T= 10893 logg=1.81\n", + "Changing to logg=2.00 for T= 10814 logg=1.80\n", + "Changing to logg=2.00 for T= 10736 logg=1.78\n", + "Changing to logg=2.00 for T= 10658 logg=1.77\n", + "Changing to logg=2.00 for T= 10582 logg=1.76\n", + "Changing to logg=2.00 for T= 10505 logg=1.74\n", + "Changing to logg=2.00 for T= 10429 logg=1.73\n", + "Changing to logg=2.00 for T= 10354 logg=1.72\n", + "Changing to logg=2.00 for T= 10280 logg=1.71\n", + "Changing to logg=2.00 for T= 10206 logg=1.69\n", + "Changing to logg=2.00 for T= 10132 logg=1.68\n", + "Changing to logg=2.00 for T= 10059 logg=1.67\n", + "Changing to logg=2.00 for T= 9987 logg=1.65\n", + "Changing to logg=2.00 for T= 9915 logg=1.64\n", + "Changing to logg=2.00 for T= 9844 logg=1.63\n", + "Changing to logg=2.00 for T= 9773 logg=1.61\n", + "Changing to logg=2.00 for T= 9703 logg=1.60\n", + "Changing to logg=2.00 for T= 9634 logg=1.59\n", + "Changing to logg=2.00 for T= 9565 logg=1.58\n", + "Changing to logg=2.00 for T= 9496 logg=1.56\n", + "Changing to logg=2.00 for T= 9359 logg=1.54\n", + "Changing to logg=2.00 for T= 9225 logg=1.51\n", + "Changing to logg=2.00 for T= 9093 logg=1.49\n", + "Changing to logg=1.50 for T= 8963 logg=1.46\n", + "Changing to logg=1.50 for T= 8836 logg=1.44\n", + "Changing to logg=1.50 for T= 8711 logg=1.41\n", + "Changing to logg=1.50 for T= 8589 logg=1.39\n", + "Changing to logg=1.50 for T= 8468 logg=1.36\n", + "Changing to logg=1.50 for T= 8350 logg=1.34\n", + "Isochrone generation took 44.786056 s.\n", + "Making photometry for isochrone: log(t) = 7.00 AKs = 0.00 dist = 1000\n", + " Starting at: 2021-08-13 12:10:29.305912 Usually takes ~5 minutes\n", + "Starting filter: ubv,U Elapsed time: 0.00 seconds\n", + "Starting synthetic photometry\n", + "M = 0.112 Msun T = 3025 K m_ubv_U = 24.31\n", + "M = 2.350 Msun T = 10414 K m_ubv_U = 11.18\n", + "M = 9.793 Msun T = 24007 K m_ubv_U = 6.48\n", + "M = 17.853 Msun T = 25534 K m_ubv_U = 3.82\n", + "M = 17.889 Msun T = 15781 K m_ubv_U = 2.83\n", + "M = 17.971 Msun T = 6489 K m_ubv_U = 2.91\n", + "Starting filter: ubv,B Elapsed time: 1.03 seconds\n", + "Starting synthetic photometry\n", + "M = 0.112 Msun T = 3025 K m_ubv_B = 23.44\n", + "M = 2.350 Msun T = 10414 K m_ubv_B = 11.29\n", + "M = 9.793 Msun T = 24007 K m_ubv_B = 7.37\n", + "M = 17.853 Msun T = 25534 K m_ubv_B = 4.80\n", + "M = 17.889 Msun T = 15781 K m_ubv_B = 3.55\n", + "M = 17.971 Msun T = 6489 K m_ubv_B = 2.59\n", + "Starting filter: ubv,V Elapsed time: 2.03 seconds\n", + "Starting synthetic photometry\n", + "M = 0.112 Msun T = 3025 K m_ubv_V = 22.45\n", + "M = 2.350 Msun T = 10414 K m_ubv_V = 11.32\n", + "M = 9.793 Msun T = 24007 K m_ubv_V = 7.61\n", + "M = 17.853 Msun T = 25534 K m_ubv_V = 5.04\n", + "M = 17.889 Msun T = 15781 K m_ubv_V = 3.70\n", + "M = 17.971 Msun T = 6489 K m_ubv_V = 2.21\n", + "Starting filter: ubv,R Elapsed time: 3.03 seconds\n", + "Starting synthetic photometry\n", + "M = 0.112 Msun T = 3025 K m_ubv_R = 21.45\n", + "M = 2.350 Msun T = 10414 K m_ubv_R = 11.34\n", + "M = 9.793 Msun T = 24007 K m_ubv_R = 7.70\n", + "M = 17.853 Msun T = 25534 K m_ubv_R = 5.13\n", + "M = 17.889 Msun T = 15781 K m_ubv_R = 3.75\n", + "M = 17.971 Msun T = 6489 K m_ubv_R = 2.01\n", + "Starting filter: ubv,I Elapsed time: 4.01 seconds\n", + "Starting synthetic photometry\n", + "M = 0.112 Msun T = 3025 K m_ubv_I = 18.66\n", + "M = 2.350 Msun T = 10414 K m_ubv_I = 11.38\n", + "M = 9.793 Msun T = 24007 K m_ubv_I = 7.93\n", + "M = 17.853 Msun T = 25534 K m_ubv_I = 5.36\n", + "M = 17.889 Msun T = 15781 K m_ubv_I = 3.88\n", + "M = 17.971 Msun T = 6489 K m_ubv_I = 1.72\n", + " Time taken: 4.98 seconds\n" + ] + } + ], + "source": [ + "iso2=synthetic.IsochronePhot(7.0, 0.0, 1000,\n", + " math.log(1), recomp=True) # New MIST v.1 isochrone for same metallicity" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finding the max, median, and mean of the MISTv.1 isochrone's logg values" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.3301956912058674" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(iso2.points['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([ 60., 57., 78., 149., 210., 0., 0., 0., 0., 0., 0.,\n", + " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n", + " 0., 0., 0., 0., 0., 0., 0.]),\n", + " array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16,\n", + " 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29]),\n", + " )" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.xlabel(\"logg in cgs\")\n", + "plt.title(\"Histogram of logg values of stars in the MIST v1 isochrone\")\n", + "plt.hist(np.array([x for x in iso2.points['logg'] if np.isfinite(x)]), np.arange(0, 30, 1))" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3.44315451781853" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median(iso2.points['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3.1148461826295915" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(iso2.points['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [], + "source": [ + "from spisea import imf\n", + "from spisea.imf import imf, multiplicity\n", + "from spisea import ifmr\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Make the clusters corresponding to the binary star isochrone and the MISTv.1 isochrone" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "clus_1=synthetic.Cluster_w_Binaries(iso1, imf.IMFSalpeter1955(multiplicity=None),\n", + " 2000, ifmr=ifmr.IFMR_Spera15())\n", + "clus_2=synthetic.ResolvedCluster(iso2, imf.IMFSalpeter1955(multiplicity=None),\n", + " 2000, ifmr=ifmr.IFMR_Spera15())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now let's visualize the isochrone we have created so far with a color magnitude diagram. There we can see the end of main sequence and perhaps the beginnings of the subgiant branch. That turnoff will turn out to be quite important when using the clusters to find age of real stellar populations.\\n But first, let's look at the isochrones and plot the observers' and theorist's HR diagrams and juxtapose the evolution models.\n", + "\n", + "Now we try Taking a look at the BPASS Cluster vs MIST cluster observer's HR Diagram.\n", + "\n", + "Remember to account for distance modulus! (dist to cluster = 1000)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(iso1.primaries['m_ubv_B'] - iso1.primaries[\"m_ubv_V\"],\n", + " iso1.primaries[\"m_ubv_V\"] - 5 * np.log10(1000 / 10), \"r.\")\n", + "plt.plot(iso1.secondaries['m_ubv_B'] - iso1.secondaries[\"m_ubv_V\"],\n", + " iso1.secondaries[\"m_ubv_V\"] - 5 * np.log10(1000 / 10), \"r.\")\n", + "plt.plot(iso1.singles['m_ubv_B'] - iso1.singles[\"m_ubv_V\"],\n", + " iso1.singles[\"m_ubv_V\"] - 5 * np.log10(1000 / 10),\n", + " \"r.\", label=\"BPASS isochrone\")\n", + "plt.plot(iso2.points['m_ubv_B'] - iso2.points[\"m_ubv_V\"],\n", + " iso2.points[\"m_ubv_V\"] - 5 * np.log10(1000 / 10), \"b.\",\n", + " label=\"MISTv1\", alpha=0.2)\n", + "plt.xlabel(\"B-V\")\n", + "plt.ylabel(\"M_V\")\n", + "plt.title(\"Color magnitude Diagram of Isochrones at \\n\" +\n", + " \"solar metallicity and 10 million years age\")\n", + "plt.gca().invert_yaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Then compare with a Hoki cluster (Salpeter-slope IMF from 0.1 to 0.5 M⊙ and a maximum mass of 300 solar masses). First I overaly the cluster with the cluster, and, in the next cell, put the Hoki cluster by itself. This is to show that the photometry values of the stars in the BPASS isochrone are about appropriate for the age and metallicity." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/g/lu/scratch/ryotainagaki/hoki/hoki/cmd.py:196: RuntimeWarning: divide by zero encountered in log10\n", + " self._log_ages = np.concatenate((np.array([0]), np.log10(self._my_data[1,1:])))\n", + "/g/lu/scratch/ryotainagaki/hoki/hoki/cmd.py:212: RuntimeWarning: divide by zero encountered in log10\n", + " self._log_ages = np.concatenate((np.array([0]), np.log10(self._my_data[1,1:])))\n", + "/g/lu/scratch/ryotainagaki/hoki/hoki/cmd.py:348: MatplotlibDeprecationWarning: You are modifying the state of a globally registered colormap. This has been deprecated since 3.3 and in 3.6, you will not be able to modify a registered colormap in-place. To remove this warning, you can make a copy of the colormap first. cmap = mpl.cm.get_cmap(\"Greys\").copy()\n", + " colMap.set_under(color='white')\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import hoki\n", + "from hoki.cmd import CMD\n", + "input_file = ('/u/ryotainagaki/Desktop/ryotainagaki/BPASS/' +\n", + " 'bpass_v2.2.1_imf135_300/input_bpass_z020_bin_imf135_300')\n", + "mycmd = CMD(input_file)\n", + "mycmd.make(mag_filter='V', col_filters=['B', 'V'])\n", + "mycmd.plot(log_age=7.0)\n", + "# actually makes and fills the grids - this is the time and memory consuming step\n", + "plt.plot(iso1.primaries['m_ubv_B'] - iso1.primaries[\"m_ubv_V\"],\n", + " iso1.primaries[\"m_ubv_V\"] - 5 * np.log10(1000/10), \"r.\")\n", + "plt.plot(iso1.secondaries['m_ubv_B']-iso1.secondaries[\"m_ubv_V\"],\n", + " iso1.secondaries[\"m_ubv_V\"] - 5 * np.log10(1000/10), \"r.\")\n", + "plt.plot(iso1.singles['m_ubv_B'] - iso1.singles[\"m_ubv_V\"],\n", + " iso1.singles[\"m_ubv_V\"] - 5 * np.log10(1000/10), \"r.\",\n", + " label=\"BPASS isochrone\")\n", + "plt.ylabel(\"M_V\")\n", + "plt.title(\"CMDs of \\n (red) BPASS isochrone and (grey)\" +\n", + " \" Hoki Cluster \\n at 10 million years and solar metallicity\")\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/g/lu/scratch/ryotainagaki/hoki/hoki/cmd.py:348: MatplotlibDeprecationWarning: You are modifying the state of a globally registered colormap. This has been deprecated since 3.3 and in 3.6, you will not be able to modify a registered colormap in-place. To remove this warning, you can make a copy of the colormap first. cmap = mpl.cm.get_cmap(\"Greys\").copy()\n", + " colMap.set_under(color='white')\n", + "No handles with labels found to put in legend.\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "mycmd.plot(log_age=7.0)\n", + "plt.ylabel(\"M_V\")\n", + "plt.title(\"CMD of 10 million years (grey) Hoki Cluster\")\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, I try to find the source of the vertical \"line segment\" in the top left corner of the BPASS isochrone" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Taking a look at the BPASS Cluster vs MIST cluster Observer's HR Diagram\n", + "# Remember to use a distance modulus!\n", + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(iso1.primaries['m_ubv_B'] - iso1.primaries[\"m_ubv_V\"],\n", + " iso1.primaries[\"m_ubv_V\"] - 5 * np.log10(1000/10), \"r.\",\n", + " label=\"BPASS isochrone (primaries)\")\n", + "plt.xlabel(\"B-V\")\n", + "plt.ylabel(\"M_V\")\n", + "plt.title(\"Color magnitude Diagram of Isochrones at \\n\" +\n", + " \" solar metallicity and 10 million years age\")\n", + "plt.gca().invert_yaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [], + "source": [ + "line = iso1.primaries[np.where(((iso1.primaries['m_ubv_B'] -\n", + " iso1.primaries[\"m_ubv_V\"]) < -0.3) &\n", + " ((iso1.primaries['m_ubv_B'] -\n", + " iso1.primaries[\"m_ubv_V\"]) > -0.5))[0]]" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Table length=495\n", + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
masslog_aLTeffRloggisWRmass_currentphasemergedsourcem_ubv_Um_ubv_Vm_ubv_Bm_ubv_Rm_ubv_I
solMassWKmsolMass
float64float64float64float64float64float64boolfloat64float64boolint64float64float64float64float64float64
17.1-0.27550040868802932.581023323661638e+3124765.09509725319807809082.936673.372089168724686False17.073465.0False13.88671864007710085.0897523352224594.8495303563610055.1816550045212965.406994997685946
8.41.0445565913119711.408581334391018e+3020178.552077850593451294372.8966464.175145535759932False13.433775.0False16.8178360737518217.7984069515971317.592681992282047.87809637170143258.069519102150933
7.2-0.90931140868802928.085221628723427e+2921282.8605769755162350401217.22028354.241459310736706False7.2582465.0False17.5123024078119298.5359095734064258.3218299723209388.6206297782036328.82283290836493
3.8000000000000003-0.89865640868802917.630656943082565e+2814384.341992261561580782077.5187444.3050579558158235False3.8009345.0False19.45722767682877410.095721013438039.96413439832891410.14352717599941510.265777753515541
10.799999999999999-0.53566540868802933.775304007818359e+3026326.3105495036583319418448.45476964.12056449854774False10.959155.0False16.1718433757535517.37074547570594257.1210103340226427.4720738429405067.710658324370102
14.0-0.44548040868802931.0622626927995523e+3128381.80422481014790733399.1608663.915472420865279True14.235245.0False15.13757007511377056.4004497734948176.1350954456985426.5081153862941226.759560223676305
2.10.119009591311970647.469506836750609e+279446.47979502621146758593.6467414.326191058155279False2.100025.0False111.69905503986772811.66681694102370211.69757840839805711.6617947008961311.663256553314188
13.2999999999999991.06048759131197078.795730802512516e+3023739.4143100643126231061006.9524353.8766183531871814False22.020685.0False15.0608499448162256.1949958966557135.9601259890110146.28725714156266156.508380718313637
16.2-0.69168140868802922.0458412411787787e+3126346.9289331760777714930238.6063153.5683758598609887False16.600775.0False14.2655176781487295.4977001220177925.2446580679526525.5972592941182275.835135243549378
................................................
5.3999999999999995-0.85904140868802912.8108128422388745e+2917956.4301306329871946892640.1588024.277728391093879False5.4137825.0False18.3839045810927389.2530651115940269.0728181822664929.3214252277246469.489233387737537
14.7-0.82843640868802911.2453227703237567e+3128622.6605440391875100138891.5779543.889571214383584True15.19935.0False14.9726949103218296.243075480513015.9762359268043846.3512618409359966.6038560319886
12.0-0.48268040868802925.652908151601763e+3027481.472551625633727451517.5891894.065648618632092False12.177585.0False15.7956232963564547.0274818252181086.7691036562474627.13272897656095057.378887605408695
13.2999999999999990.326131591311970678.797756327563536e+3028068.551428945954457609326.0246053.955457154331543False13.512935.0False15.3336546075480516.5859276155580896.3226927588101216.6928452560717926.942650036328916
8.0-0.18848540868802921.1880423689890658e+3022630.8048691269362519776395.9625684.224570103821256False8.0238445.0False17.19247563150543558.2686775847051668.0442701747718338.3585301375662598.572358764590357
11.40.15133459131197084.679418946083288e+3027007.227325827373511575443.6770394.090742698097661False11.450785.0False15.9773591762329197.1954554116836936.9408379433940397.2990219845602577.5419132514056475
16.0-0.9224334086880293nannannannanFalsenan-99.0True1nannannannannan
14.00.216265591311970871.0613336382203087e+3128531.8544578184234738293991.0924623.91860208113607True14.026025.0False15.1465373562646056.412881415409396.1465599074661186.5210258222045816.773334036765385
10.0-0.89489740868802932.7895999661934836e+3021247.6057786320674380382178.3289334.092717608522885False17.899055.0False16.1538333264082567.183159937392656.9669286744569997.267480996249317.469177235061234
5.7-0.55279840868802913.427929875825102e+2918563.0784474002322011787027.38104034.272278914179298False5.7086225.0False18.2215722203859079.122575082607318.935169827536949.1942692551740559.368920660265113
" + ], + "text/plain": [ + "\n", + " mass log_a ... m_ubv_R m_ubv_I \n", + " solMass ... \n", + " float64 float64 ... float64 float64 \n", + "------------------ ------------------- ... ------------------ ------------------\n", + " 17.1 -0.2755004086880293 ... 5.181655004521296 5.406994997685946\n", + " 8.4 1.044556591311971 ... 7.8780963717014325 8.069519102150933\n", + " 7.2 -0.9093114086880292 ... 8.620629778203632 8.82283290836493\n", + "3.8000000000000003 -0.8986564086880291 ... 10.143527175999415 10.265777753515541\n", + "10.799999999999999 -0.5356654086880293 ... 7.472073842940506 7.710658324370102\n", + " 14.0 -0.4454804086880293 ... 6.508115386294122 6.759560223676305\n", + " 2.1 0.11900959131197064 ... 11.66179470089613 11.663256553314188\n", + "13.299999999999999 1.0604875913119707 ... 6.2872571415626615 6.508380718313637\n", + " 16.2 -0.6916814086880292 ... 5.597259294118227 5.835135243549378\n", + " ... ... ... ... ...\n", + "5.3999999999999995 -0.8590414086880291 ... 9.321425227724646 9.489233387737537\n", + " 14.7 -0.8284364086880291 ... 6.351261840935996 6.6038560319886\n", + " 12.0 -0.4826804086880292 ... 7.1327289765609505 7.378887605408695\n", + "13.299999999999999 0.32613159131197067 ... 6.692845256071792 6.942650036328916\n", + " 8.0 -0.1884854086880292 ... 8.358530137566259 8.572358764590357\n", + " 11.4 0.1513345913119708 ... 7.299021984560257 7.5419132514056475\n", + " 16.0 -0.9224334086880293 ... nan nan\n", + " 14.0 0.21626559131197087 ... 6.521025822204581 6.773334036765385\n", + " 10.0 -0.8948974086880293 ... 7.26748099624931 7.469177235061234\n", + " 5.7 -0.5527984086880291 ... 9.194269255174055 9.368920660265113" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "iso1.secondaries[np.where(((iso1.primaries['m_ubv_B'] - iso1.primaries[\"m_ubv_V\"]) < -0.3) &\n", + " ((iso1.primaries['m_ubv_B'] - iso1.primaries[\"m_ubv_V\"]) > -0.5))[0]]" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Taking a look at the BPASS Cluster vs MIST Settings cluster Observer's HR Diagram\n", + "# Remember to use a distance modulus!\n", + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(line['m_ubv_B'] - line[\"m_ubv_V\"],\n", + " line[\"m_ubv_V\"] - 5 * np.log10(1000/10),\n", + " \"r.\", label=\"BPASS isochrone (vertical line feature)\")\n", + "plt.xlabel(\"B-V\")\n", + "plt.ylabel(\"M_V\")\n", + "plt.title(\"Color magnitude Diagram of Isochrone Vertical Line\\n\" +\n", + " \" at solar metallicity and 10 million years age\")\n", + "plt.gca().invert_yaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What exactly is causing this line. We need to look specifically at the properties of the stars there. Specifically current mass, source code of the star, logg, initial mass, Teff." + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Table length=495\n", + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
massLTeffRloggisWRmass_currentphasesourcem_ubv_Um_ubv_Vm_ubv_Bm_ubv_Rm_ubv_I
solMassWKmsolMass
float64float64float64float64float64boolfloat64float64int64float64float64float64float64float64
19.02.351537609741078e+31102133.91979406652550712791.74303515.399585032488795True5.75415.018.78183931936255210.2244582770649569.89445311969597310.35906752427788310.640208585673976
21.06.360070490769697e+3183086.41107791131368548409.36537554.666033340205703True6.563055.016.8051643193625518.2477832770649547.9177781196959738.3823925242778838.663533585673976
18.02.19979357423166e+3173317.897090254021033618239.09201444.839341892580129True5.579235.017.4146643193625548.8572832770649578.5272781196959758.9918925242778859.273033585673979
19.02.2066422492892533e+31101666.99800054939538387743.11653335.408546884340459True5.613835.018.8309893193625510.2736082770649539.94360311969597210.40821752427788210.689358585673974
18.02.661717310857011e+3163838.1069499135851499719934.51659324.5266879807002285True5.717955.016.6064143193625528.0490332770649567.7190281196959758.1836425242778848.464783585673977
20.05.140340987235719e+3167723.594394182641851847263.93591674.327221057938412True5.507745.016.1484393193625487.5910582770649527.261053119695977.7256675242778798.006808585673973
21.05.520798915744219e+3172205.45349990311688302113.8136224.435896203303441True5.879345.016.3492143193625557.7918332770649597.4618281196959777.92644252427788758.20758358567398
19.03.1455886498790618e+3190738.16661473441806975155.50439835.122599617296125True6.529085.017.9521643193625559.3947832770649589.0647781196959769.5293925242778859.81053358567398
18.02.291141590899463e+3171698.488457742321103049911.76914834.786346143349119True5.624435.017.2734893193625498.7161082770649538.3861031196959738.8507175242778819.131858585673974
..........................................
18.02.2921969435793777e+3171701.790371185391103202314.27351784.785192415620843True5.61085.017.273189319362558.7158082770649538.3858031196959718.8504175242778829.131558585673975
21.05.286666676927083e+3170232.802755878421746224849.9207734.387225751294489True5.623135.016.2759643193625537.71858327706495657.3885781196959757.8531925242778848.134333585673978
20.05.080798003848715e+3165749.128400440631953327949.23135454.280422687946562True5.501935.016.0325893193625557.4752082770649597.1452031196959777.6098175242778867.890958585673981
19.02.4615118400677716e+31103314.1959220436550643052.6905175.404455217084411True5.817655.018.78211431936255610.224733277064969.89472811969597610.35934252427788710.640483585673982
20.05.194119404034028e+3166160.68605559991950496450.04964384.287183411567733True5.572065.016.035739319362557.4783582770649547.14835311969597157.6129675242778827.894108585673976
19.02.440910913198053e+31102848.98261526464553305725.48718115.4003707600943125True5.818935.018.77163931936255110.2142582770649579.88425311969597310.34886752427788410.630008585673979
20.01.093860472645769e+32110499.420391726961014729214.82388895.219101609967136True12.8935.017.4547143193625518.8973332770649548.5673281196959729.031942524277889.313083585673976
20.05.215211540998031e+3167353.473852410341885841394.0120084.3207360525228875True5.626895.016.1089393193625527.5515582770649567.2215531196959747.6861675242778837.967308585673978
20.01.8494897514340996e+31103302.30212034757477414015.202682555.451943253841607True4.878385.019.09198931936254710.53460827706495310.2046031196959710.6692175242778810.950358585673973
19.02.3156980455483057e+31102839.51031011908539026558.85518045.410848351693921True5.657455.018.82841431936254810.2710332770649529.9410281196959710.40564252427787810.686783585673973
" + ], + "text/plain": [ + "\n", + " mass L ... m_ubv_R m_ubv_I \n", + "solMass W ... \n", + "float64 float64 ... float64 float64 \n", + "------- ---------------------- ... ------------------ ------------------\n", + " 19.0 2.351537609741078e+31 ... 10.359067524277883 10.640208585673976\n", + " 21.0 6.360070490769697e+31 ... 8.382392524277883 8.663533585673976\n", + " 18.0 2.19979357423166e+31 ... 8.991892524277885 9.273033585673979\n", + " 19.0 2.2066422492892533e+31 ... 10.408217524277882 10.689358585673974\n", + " 18.0 2.661717310857011e+31 ... 8.183642524277884 8.464783585673977\n", + " 20.0 5.140340987235719e+31 ... 7.725667524277879 8.006808585673973\n", + " 21.0 5.520798915744219e+31 ... 7.9264425242778875 8.20758358567398\n", + " 19.0 3.1455886498790618e+31 ... 9.529392524277885 9.81053358567398\n", + " 18.0 2.291141590899463e+31 ... 8.850717524277881 9.131858585673974\n", + " ... ... ... ... ...\n", + " 18.0 2.2921969435793777e+31 ... 8.850417524277882 9.131558585673975\n", + " 21.0 5.286666676927083e+31 ... 7.853192524277884 8.134333585673978\n", + " 20.0 5.080798003848715e+31 ... 7.609817524277886 7.890958585673981\n", + " 19.0 2.4615118400677716e+31 ... 10.359342524277887 10.640483585673982\n", + " 20.0 5.194119404034028e+31 ... 7.612967524277882 7.894108585673976\n", + " 19.0 2.440910913198053e+31 ... 10.348867524277884 10.630008585673979\n", + " 20.0 1.093860472645769e+32 ... 9.03194252427788 9.313083585673976\n", + " 20.0 5.215211540998031e+31 ... 7.686167524277883 7.967308585673978\n", + " 20.0 1.8494897514340996e+31 ... 10.66921752427788 10.950358585673973\n", + " 19.0 2.3156980455483057e+31 ... 10.405642524277878 10.686783585673973" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "line" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='mass_current' dtype='float64' unit='solMass' length=494>\n", + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
4.44683
4.44977
4.5998
4.65934
4.82873
4.84274
4.87299
4.87838
4.93716
4.94025
4.94141
4.94283
...
10.0657
10.08157
10.18541
10.21885
10.25105
10.27081
10.28467
10.32685
10.64173
10.88422
11.27002
12.893
" + ], + "text/plain": [ + "\n", + " 4.44683\n", + " 4.44977\n", + " 4.5998\n", + " 4.65934\n", + " 4.82873\n", + " 4.84274\n", + " 4.87299\n", + " 4.87838\n", + " 4.93716\n", + " 4.94025\n", + " 4.94141\n", + " 4.94283\n", + " ...\n", + " 10.0657\n", + "10.08157\n", + "10.18541\n", + "10.21885\n", + "10.25105\n", + "10.27081\n", + "10.28467\n", + "10.32685\n", + "10.64173\n", + "10.88422\n", + "11.27002\n", + " 12.893" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(line['mass_current'])" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='source' dtype='int64' length=1>\n", + "\n", + "\n", + "
1
" + ], + "text/plain": [ + "\n", + "1" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(line['source'])" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([3.6, 3.7, 3.8, 3.9, 4. , 4.1, 4.2, 4.3, 4.4, 4.5, 4.6, 4.7, 4.8,\n", + " 4.9, 5. , 5.1, 5.2, 5.3, 5.4, 5.5, 5.8, 5.9])" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(np.round(line['logg'], 1))" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='mass' dtype='float64' unit='solMass' length=8>\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
18.0
19.0
20.0
21.0
22.0
23.0
24.0
25.0
" + ], + "text/plain": [ + "\n", + "18.0\n", + "19.0\n", + "20.0\n", + "21.0\n", + "22.0\n", + "23.0\n", + "24.0\n", + "25.0" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(line['mass'])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Ah, that may be it: the initial mass of the stars int the line seem to be around the same, so it may be no surprise that there is a lack of variation in photometric properties. Something to look into" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='Teff' dtype='float64' unit='K' length=483>\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
40176.30570815856
41742.648418365585
41746.493235422786
41892.858997499614
42028.12352270204
42214.33964168818
42779.92314328989
42886.44029776927
42917.06362617361
42929.91217391684
43082.41104793726
43709.91883012229
...
170380.54378466692
170781.176084647
171474.67957901285
171608.9760550427
172329.6476328457
172675.21284348605
172687.141236604
173680.0758049759
173760.07685518448
174236.8456099004
175889.5346923653
176181.37698937074
" + ], + "text/plain": [ + "\n", + " 40176.30570815856\n", + "41742.648418365585\n", + "41746.493235422786\n", + "41892.858997499614\n", + " 42028.12352270204\n", + " 42214.33964168818\n", + " 42779.92314328989\n", + " 42886.44029776927\n", + " 42917.06362617361\n", + " 42929.91217391684\n", + " 43082.41104793726\n", + " 43709.91883012229\n", + " ...\n", + "170380.54378466692\n", + " 170781.176084647\n", + "171474.67957901285\n", + " 171608.9760550427\n", + " 172329.6476328457\n", + "172675.21284348605\n", + " 172687.141236604\n", + " 173680.0758049759\n", + "173760.07685518448\n", + " 174236.8456099004\n", + " 175889.5346923653\n", + "176181.37698937074" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(line['Teff'])" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='logg' dtype='float64' unit='' length=495>\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
3.6332073972549237
3.7038563983228467
3.7038666362250434
3.7103699946524853
3.71621488084477
3.724462774822909
3.7489510518509084
3.7535231016378012
3.7550653401095855
3.7554038345778804
3.7620863942195215
3.7887758023273337
...
5.843518270928504
5.8497916097634075
5.851155496137219
5.8518496515992995
5.85744614293227
5.866405898965743
5.866589462180988
5.875115979119396
5.8768401457842785
5.8796946050987335
5.895247392408877
5.898517399939001
" + ], + "text/plain": [ + "\n", + "3.6332073972549237\n", + "3.7038563983228467\n", + "3.7038666362250434\n", + "3.7103699946524853\n", + " 3.71621488084477\n", + " 3.724462774822909\n", + "3.7489510518509084\n", + "3.7535231016378012\n", + "3.7550653401095855\n", + "3.7554038345778804\n", + "3.7620863942195215\n", + "3.7887758023273337\n", + " ...\n", + " 5.843518270928504\n", + "5.8497916097634075\n", + " 5.851155496137219\n", + "5.8518496515992995\n", + " 5.85744614293227\n", + " 5.866405898965743\n", + " 5.866589462180988\n", + " 5.875115979119396\n", + "5.8768401457842785\n", + "5.8796946050987335\n", + " 5.895247392408877\n", + " 5.898517399939001" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(line['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([31. , 31.1, 31.2, 31.3, 31.4, 31.5, 31.6, 31.7, 31.8, 31.9, 32. ,\n", + " 32.1])" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(np.round(np.log10(line['L']), 1))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Generating the Theorist's HR Diagram for the isochrone. Notice the alignment of features." + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(np.log10(iso1.primaries['Teff']), np.log10(iso1.primaries[\"L\"]),\n", + " \"r.\", alpha = 0.3)\n", + "plt.plot(np.log10(iso1.secondaries['Teff']),\n", + " np.log10(iso1.secondaries[\"L\"]), \"r.\", alpha = 0.3)\n", + "plt.plot(np.log10(iso1.singles['Teff']),\n", + " np.log10(iso1.singles[\"L\"]), \"r.\", alpha = 0.3,\n", + " label=\"BPASS isochrone\")\n", + "plt.plot(np.log10(iso2.points['Teff']), np.log10(iso2.points[\"L\"]),\n", + " \"b.\", alpha = 0.3, label=\"MISTv1\")\n", + "plt.xlabel(\"log($T_{eff}$ in Kelvin)\")\n", + "plt.ylabel(\"log(L in Watts)\")\n", + "plt.title(\"HR Diagram of Isochrones at solar metallicity and 10 million years age\")\n", + "plt.gca().invert_xaxis()\n", + "plt.legend()\n", + "# Rough pattern seems to fit" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the mass-luminosity relationship of the ISOCHRONE" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "from astropy import constants as cs\n", + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(np.log10(iso1.primaries['mass_current']),\n", + " np.log10(iso1.primaries[\"L\"] / cs.L_sun), \"r.\", alpha = 0.3)\n", + "plt.plot(np.log10(iso1.secondaries['mass_current']),\n", + " np.log10(iso1.secondaries[\"L\"] / cs.L_sun), \"r.\", alpha = 0.3)\n", + "plt.plot(np.log10(iso1.singles['mass_current']),\n", + " np.log10(iso1.singles[\"L\"] / cs.L_sun),\n", + " \"r.\", alpha = 0.3,label=\"BPASS isochrone\")\n", + "plt.plot(np.log10(iso2.points['mass_current']),\n", + " np.log10(iso2.points[\"L\"] / cs.L_sun), \"b.\", \n", + " alpha = 0.3, label=\"MISTv1\")\n", + "plt.xlabel(\"log(Current Mass in solar masses)\")\n", + "plt.ylabel(\"log(L/L_solar)\")\n", + "plt.title(\"Mass-logL of Isochrones at solar metallicity and 10 million years age\")\n", + "plt.legend()\n", + "# Rough pattern seems to fit. What's that line?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Inspecting what masses are represented by the cluster" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Taking a look at the BPASS Cluster vs MIST Settings cluster Observer's HR Diagram\n", + "\n", + "**Remember to use a distance modulus!** (dist to cluster = 1000 pc)" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(clus_1.star_systems['m_ubv_B'] - clus_1.star_systems[\"m_ubv_V\"],\n", + " clus_1.star_systems[\"m_ubv_V\"] - 5 * np.log10(1000 / 10), \"r.\",label=\"BPASS\")\n", + "plt.plot(clus_2.star_systems['m_ubv_B'] - clus_2.star_systems[\"m_ubv_V\"],\n", + " clus_2.star_systems[\"m_ubv_V\"] - 5 * np.log10(1000 / 10), \"b+\",\n", + " label=\"MISTv1\", alpha=0.1)\n", + "plt.xlabel(\"B-V\")\n", + "plt.ylabel(\"M_V\")\n", + "plt.title(\"Color magnitude Diagram of clusters at solar metallicity\\n\" +\n", + " \" and 10 million years age\")\n", + "plt.gca().invert_yaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plotting the theorist HR Diagram of the clusters." + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAecAAAIRCAYAAABwLnXNAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Z1A+gAAAACXBIWXMAAAsTAAALEwEAmpwYAACHTElEQVR4nO3dd3hUZfbA8e+h9zY0hUBAglIUVmLiqiiKgLgKKupaVmTVxbLquq7YdhUQsbefXXdVEBQbithAVFAUBYKCVEEgSBAEQqjSkry/P84dMpnMJJlkkpkk5/M889zMe+/c+87NJGfeLs45jDHGGBM/qsU6A8YYY4zJz4KzMcYYE2csOBtjjDFxxoKzMcYYE2csOBtjjDFxxoKzMcYYE2csOMcZERkmIk5EhsU6L5WdiCSLyAwR2erd84VRPHcf75yjonVOE7+83/WsWOejshCRRO+ejgtKH+elJxZ1bITXK3DeWKs0wdm7sYUO2haR9FC/gIB0/yNXRHaIyHcicpOI1IwwL+OCzpfjnW+1iEwRketFxFeCt2miREQaAR8BKcAbwGjg+ZhmqpTi8R9MWfD+XtNjnQ+TpzIWKqIR9EujRiwuGsf+D9gOVAfaAecBjwN9gbNLcL73gYXezw2BBKA3MBgYKyL/cM6NC3rNe8B3wMYSXM8UXwrQEvi3c+6+WGfGGFNiG4AuwI5SnOMO4AHvXHHBgnN+Tzjn0v1PRGQMGlzPEpFTnHNfRni+KcHBV0RqAFegXwReEZH9zrlJ/v3OuR2U7kNmiudwb/trTHNhjCkV59xBYEUpz7GROCsQVZpq7bLgnPsZ8Afk46J0zmzn3IvAdV7SYyJS178/XPWQiJwqIi+KyDIR2Skie0VkiYiMFJE6oa4lIoeJyCsistk7fqGIXB6uPVREZnnptUTkbhH5SUT2+6t1RKSxiIwQkS9EJENEDojIFhGZKiLHh8mD887bSkReFpHfRGSPiMwRkd7eMfVF5GERWeddb6mIXBDpvRWRviIyTUS2icg+EVkpIg+ISOOAYxK95o/xXtIrAc0Pw0KeuOB1+ovIB9593S8i60XkfRE5vRivDVslKyKjvHz0CUrv7V0vw7veJq/JZWTAMQ643Hu6NuA9pQedq5mI3C8iy73PxA4R+VxE+ofIz6HPooic4f0ed0hA81Fx8lbE/agl2szzccDvf5uIfCYiA4OO7eNduz3QXvI3HY0rxrVaicgj3ud6j4hs934eJyIdg46tJiLXiMh8EdntHT9fRK4VkWL93xSRw72/o2+8+3JARH4VkddFpEuI4w9Vo4pIZxF50/uM5QZ/JkK8NvB31U9EZnv53iL6P6CJd9wfRORDEcny9k+VMM0gxf2siLa1v+I9Dfx7OtTEEum9iIQUUv0sIvVE5DYRSRORXd57Xi4iT4pIq4DjxgXldxSw1tt9edB78v89OBF5OUyeaov2ZdkqIrVL8r6s5Fw08bYHo3ze8cBI9B/NaWj7Z2FuA44C5njH1gFOBEYBfUTkdOdcjv9gEWnpHZsIfOX93Bp4Fvi0iGtNRr+MfAJMATZ76V2Asd75PgKy0Or/QcBAETnbOTctxPmaAN8Au4BJQDPgImC6iPwReMFL+xCoCVwMvCki651z3xWRV//7vRp4DtgDvO3luQ96384WkROdc9vRZovRQE+0eSGw6WEhRRCR0cDdwG703qxHS+EnAH8BPitOfotLRM5A7/VOYCpa7dYM/V1ch74XvO05QA/ymmcI2CIi7YFZ6GdiNjANqA+cBUwTkaudc/8NkY3zgTPQz8Pz3usjyVthmnn5nQPMALYAh6HNSB+LyN+cc//zjk33znmT9/yJgPMsLOwiIlIP/Qwe4V3nA/Rvuz36OXgHWBPwkgnAJejv93+AA85F/35OAi4txns7GbgdmIn+Te0GktD7Ocj7TC4K8bojgLnASuA1oC56j4tjEPr7/BD9XZ0ADAM6iMjtwOfo7/4l4Gj0Ph8hIkc753L9J4nwszIO/ZwF/z1B3uevpPeixESkqXe9HsBPwMvAAfT+XgG8C/wW5uWz0P9b/wAWoX/rfgu9tNXAn0Xkn16NZ6AhgA941Dm3v0RvwDlXKR7oH49Dg1W4x3bvmMSg16aHST8S/WfvgF4R5GWc95phRRw3wTtudEDasFCvBToCEuIcY7zj/xyU/pKX/mBQeg9gv/9eBe2b5aX/CDQPca3GYdLbotXDywv5vTwPVAtIv8xL34b+o6wTsK+3t++9Yt7v9t572gkcFbTvWe9cLwalh7zPRVynv/eaNUCbUPch4Oc+Ye5xOpAe5vyjvNf0CUib7KX1CHF886Dn/s9dYpjzzwJygYuC0pug/3D2Aq1C3KNc4IwQ5yt23gq5p7UD71vQZ22J9/moW9x7WMh1zvby+niIfbWAhgHPL/aO/R5oEJBeH0jz9l0S4nM+KyitZeB5A9J7oMHpk6D0xIC/l/sifH/+31U2cEpAejX0y4j/b+3SoNf5/08MjtJnJeTfUynuxbiiPuOFHPu6l/4cAf97vH0NgcYlOW/A/lu8/deH+VtzQOdIfo+Bj8pYrT2ykEfjIl57k2jV4hgRGQ8sAOoBjzjnFpRBXv2dD1oUdaBzbo3zfutBnvC2A/wJIlIL/QezA7g36DyLgFeLuNxdzrmtIfKwI0x6BlryOEpE2oU43+/ACBfwzRz9w8kGmgL/cM7tCzjfbPQfcM8i8un3F/Qf7NPOueC2p3+jJfbLSlq9FOAGb/sv51yBjiPefSgre0Ncr8DvIhwR6QGcAkx2zr0RdJ7t6N9HHfQbf7D3XegakVLnzTm3P9R9c1oSeRn9fESlSckTKq8HnHO7ApKu8La3O+d2Bxy3B62JAbiqqAs55zYHndefvgj4AjhVQo8E+Y3i1TqEMskF9I3x/uYmeE+XOOdeCzre/7+gpz+hlJ+VkEpxL0rEqzn8M9qOfEvQ/x6cc7tcwdJupF4B9gFXB137SPT+zXTOrSzpyStdtbZzTsLtE21/a1/Iy/8RIm2Uc66kfyhF8ec1VNDNf6BIfTR/5wKd0W9+ge+1TcDPR6JVYWmh/iCAryn8n8u8QvJxopePP6LfhmsFHdIG+CUobWVwPpxzOSLyG1DfObeGgjYAqYXkMdCx3vaL4B3OuSwR+QGtVjsKrY4qqePR31VhgSraXkNHDcwVkTfRarpvSvBF4I/etrGEHnvt/4IYqv0v3OchKnkTkW7ACPR3dBj6jz9QmwIvityX6GfqdhE5FvgYreZe6AKagzzHoqXGWWHOkwP8oTgXFZE/AdcAyUBzCv7PbU7BjkiLXEmrQrVkH8zf6TFUAcP/JbNtQFppPithlfBelNRxaK3BV96XqqhzzmWKyFvAUBE5wTk3x9s13NuWamhmpQvOpdTBOZcu2sGqJ3pzR4rIGufchMJfWiL+HsNbCjvI+0b5BTr8Zwnwpvcafzv4SLR60M9fQxCuPSVcut+mMPk4Fy0h70Orylaj1f65aDXuKUH58Av3DTW7iH3F/Xz632+4P2x/epNini+cJkCWc65A6ausOOfeFZGzgH+hJbqrAURkAXCHc25GMU/lH1ffz3uE0yBEWsjPQzTyJtqR8Av0d/052na9E/1M9UTbMUtb44Fzbqd3rdFou6y/pmmriDwL3Ou01y/o52mbc+5AiPNki8hW9ItpoUTkRrQ9PQv9e/kFrUVy5PUPCPXeQt7vYgr195RdjH2BpdbSfFZCKsW9KKkm3rash0Y9CwxFP/tzvNq5y9E+L1NKc2ILziF4VazfifYWXQE8JyKfO+eiNuxGtMfnyd7TuUUcPhgNzOOdc8OCznMYGpwD+TuPtCK0cOkAhKk+B23fPgAkO+eWB+XjBTQ4x4L/n05rYGmI/YcFHVdS2wGfiNQtRYDOpWBtg1+TUInOuY+Aj7zak1S0U861wIci8gfn3LJiXNf/3v/hnHsysiyHr9mJQt7+g9bynOqcmxW4Q0TuQD/7UeGV6K8UEQG6oh0x/4528KsG3OUdugNoJiI1AwK2P0810BJeoR20vONGo4H2WKdDdQL3/zHkC72sFvtNlY3SfFYKKOW9KKnt3jYatS5hOefmisj3wIUichMwEP1y82CoL3eRqIxtzlHjfYjuQzuCRLtqexja03kjWh1YmE7ednKIfaEC4gq0be0YEWkYYv9JxcxjqHwsCxGYq5XinNHwg7ftE7xDdAhJT7S0vzx4f4S+Q5sSzijFObKAVmHa15ILe6Fzbo9z7gvn3M3o57IW+s/Az189Wz3Ey/293ntHmN9iKUbewumEllJnhdgX7steDqHfY7E4tdQ59xR5JcNzAg75Af3feHLwa7206mhnscI0R79szQkRjBqQ1xQTj0ryWSnssxeLezEP/SJ8svfFsSQKe0+BnkObYoaiVdoOCDXqISIWnIv2FFoNPExEkkp7MhGpISJ/A55Bf4n/DOwMFUa6t+0TdK6OwIPBB3vf2N5Eq+f+E/SaHuiHqCTSgSQR8VfH45VCRqIlkViZiFbx3yAinYL2jQEaARNL0Y7n95S3fVRECnwjD5UWwjy0xuqvQa8dhg6NCz5nXwkYBx/AX/vxe0Baprct0CnPOZeGDok5T0SuCN7vXetoryNNsUSYt3DS0VLqMUHnvpKATo5BMoEWYa4dLq/dJfR43lB59Y9dvd8bguU/Rz10FinQXs6F2eyds5cXgPznqIlW7zYvbt7LWwk/K2E/e8TgXjjntqDT8h4GPCJBY9NFpIEEzH8QRhb6PzrUewr0OlrbcCv6hXKGc251iTIewKq1i+Cc+11EHkCn8bwH7QVdXOcE/EOoj/6Se6MfmB3A1c65N4txng+An4GbReRo9Jt9O7QK8SNCf3huR6vtbhWRVHQc6WHAhWhnmHPQb5aReBxth/9BRCajAfFENDB/QMmmOC01r5/ATegXnu+9Thpb0D+UP6I1CbeFP0Oxr/Op6KxxdwHLRWQKOg62FVpz8B1aI1KYp9DA/JyI9PVe3wMdj/oh+jsN9CiQKDrRQzrarNAL/d2uQ/8B+X2Odqz6r4i8gw5R2e6ce9rbfwnavvuS1wY4F63+awscA3RH79dmiieSvIXzBBqEv/Z+bzvQGoST0P4N54d4zedoh59pIvIVOoxukXPug0Kuczo64c8c9POwGX3fg9G/g4f9BzrnXheRwejfylLv9+xvG+0AvBWi13M+zrlcEXkS/TtcLCLvo7UJp6Jju2d6P8erSD8r36IB+CYRaUZev5annHM7YnQvrvfyeQ06F8R09DPaAf3MDSJ0pz8AnHO7RWQu0FtEXkPHnecAU51zPwYc97vo6J4bvaQXopJ7V8IxWPH2wBsfWMQx6UQwzjlgfx20Y0EucEwx8jLOnx/vkYO2Ua1GOwlcDzQL89phhB7nnID2jt2AVlkvRb+p1SDEGEvvNW3QyU62eK9ZiHZWON97zU1Bx88qxj0c5p1nD7AVnQv8aEKM0Q34vRTIW8B9Tw+zr8i8hHhNf3SClSz0H/bPwENAk+Le52Je50y0x/Y27zrrvftwWsAxfQgxztnbdxI6kcvv3ufiI/QfXoF7iAaIScAqNNjuRDsFjgVahDj3zWj1vX8se3rQ/obAnWjP3d3e52Ktl4fhaO/5Yt2jSPNWyP08C/1iswsNAJ+i1cchr49+0X0OyEA7NIUdixrwmi7AY2hv5i3e/UlHvwCcEOL4auhEKmne7+l37579naAxs+E+5+jf5s3AMu8+b0KHNbWnBONqi/F3GfJ3VcRnMew1I/mseMefgQbp3eT970uM5r2I9L55n5V/o3M3/O59xpahXwpbFnZeL70TWvDIRP//h7vHPbx9vwI1Iv39hXqId2JThYjIWPSP7gzn3PRY58cYYyoyr1nqFbTX/11FHF68c1pwrrxE5HAX1MPcqxafg1bvtHFFt3cbY4wJw+uN/j1aO9PBRWkyImtzrtzSRORntKpxDzqX7Z/QKrtrLDAbY0zJiMhJaL+WPmjT3tPRCsxgwbmyewHtxHIx2n60HZiOTkc6K2a5MsaYiu90dKTKNnTo1K3RPLlVaxtjjDFxxsY5G2OMMXHGgrMxxhgTZyw4mwpPRIaJiPOGM1Q53nufFZQ2ykvvU9JjjTGxY8HZVDki0kRERojIayKyTESyveB0ehGvqy4iN4nIjyKyV0S2icjHInJCeeXdGFM1WG9tUxUlojOHgc4ytZUiVury5hB/A51d7SfgaXTqwT8DX4nIEOfc+2WV4SJ0oXjzWIfzNPregtfhNsbEiJWcTVW0Dh0G4XPOJaBTcRblIjQwzwF6OudGOOeuROcEzkHnsw61AliZc86tcM6VOLA657Z65yhNgDfGRJEFZ1NqItJLRP5PRBZ5Vb37RGSViDwqIk1DHH+ojVhEThWRWSKyS0R2ishHItIlzHU6icjbIpIlIntEZI6I/CnS/DrnspxznzvntkXwsmu97X8CJ29xzs1HVwBrQehFGgoQkXHe++8gItd7Vev7RCRdRO70SumIyAUiMs97r5tF5GkRqRPifAXakSNRWJuz6MpT0wJ+rytF5IFQK/p4v0cnuvLand5nYL+IrBeRB0Uk3DrWwed5wztPqCUbEZHzvf1PBaU3E5H7RWS51+ywQ0Q+F5H+Ic7R2Gva+EJEMkTkgIhsEZGpInJ8mOs67z22FpH/icgGEcnx93UQkVYi8oiI/OT9zrZ7P48TXUGuOO/9VBF50ftM7PTexxIRGRnqd++95jARecX7jOwVkYUicrmI9PHyPCrEa4p9r0xsWLW2iYa/AecCXwKfoeufHotOdD9QRFKdc7tCvO4sdFWgT9DVrrqii0ocJyJdnXNb/QeKLtf5LbqQ+Sfo4hud0IVEPimTd5V37droqlG/o0vpBfsEuAxdjemVCE79CDq70AfoYg+D0EUjaonINnR5wineNfuhiy5UJ++LQpkSkavRBSb2AG+jKxD1QVf4OltETnTObQ/x0tfR1dc+QRfDOBOdoKElQUtlhvEs2lxwNbpASLDh3vbFgLy2RxdLSUTv1zR00YOz0NWrrnbOBa6x2wW911+hCzlkoau7DUI/s2c750LVqDRDF+nYDbyLLobwm+hykt8ARwAz0N+poAs7DEYX2FhTjPd+G3AUWkPzEbrozonooih9ROR055x/nWFEl22c473vr7yfW6P38NNQFyjBvTKxEI3VM+xRtR/oP6DqIdKvRFdquS0ofZiXng30Ddp3v7fv1qD0T730fwSlDyZvBZxhJcz/OO/1p4fZ383bvzjM/mRv/9wIr5eOzm/uT2+Ctn/vQVdO6hKwrza6ms5+AlbT8faFWhFpFMVcJSzUsd7vdD8aXI8KOv5Z7/gXg9JneekLCFh1Df3H/zNa/d+6mPdoCbAPaB6U3gENiN+EuHYucFFQehP0i9xeoFVAeuPgc3vpbdGVhZaH2Of/nL1K0MpD6HKpDng8xOtqAQ2L+b474k0OFZQ+xjv/n4PSX/LSHwxK70HeymSjSnOv7BGbh1Vrm1Jzzq1zAd/mA7yM/nMfEOalbzjnPg9K85eGUvwJItIWLTmuRTsvBV77fbTEXpb8Vbg7wuz3pzeJ8LxjnHMb/E+clkKnAvWA55xzywP27Uerz2uhpb6y9hfvWk8751YE7fs3uvTeZV6tQrDbXECTgXNuD7rcaTX0i0xxPId+Ibk8KH04WiI9tGauiPRA5zie7JzLt4a0d09HoiXQIQHpO1xAzUxAegZayj1KREKtk34AuMU5lx0m33tDnPOAC11zVIBzbo3zImWQJ7ztob8lr5ngYvTzd2/QeRahXyLyKcm9MrFh1dqm1ESkJloFeRFaNd2Y/P0Z2oR5aVqItPXeNrCt+g/e9uswXwJmof9wYkW8baRz4YZ6//5VxBaE2OcP5G0jvE5JHOttvwje4ZzLEpEf0DWXjwIWBR1S3N9rYV5Fq/WHA4/Coc/ZMLQK+q2AY//obRuHal9F+wNA0JcaETkR+If3+pbol5FAbSjYgz3dObc5xDW+RH8/t4vIscDHaDX3wjCf2ZBEpL6Xp3OBzuic+BJwSODf0pFAXSAtTPD/GrgqKK1E98qUPwvOJhreRP+ZrAHeRxdS3+/tuwktAYWyPTjBOZft9YeqHpDsL7n+FuY8myLKbeT8JeMCnaA8jYKOi/S8gbKLsa9mhNcpCf973Rhmvz+9SfAOF7od2p/36iH2FeCc2yUiE4FrRORU59xMtAmjNfCEy7+ims/b9vMe4TTw/yAi56Il5H1oG/FqtDkhF21XP4XQn9uQnzXn3E6vI9lotN3aX8LdKiLPouv8Hiwkb/4vH1+gtUZL0L+rLYD/dSOD8lTU30Wo9IjvlYkNC86mVEQkGQ3MnwFnBv4DEpFqRGelFn+gCjcWuXUUrlEYf3tpRxGpEaJKM8nbrizjfJQn/z1vDSwNsf+woOPKwnPANWitzExCdAQLysM/nHNPFvPcY9Aq6uTA5gMAEXmB8DUxYWtHvCrxK0W/XXZFOwj+HbgbrUm6q4g8DUYD83jn3LCgPB2GBudAO71tuL+LUOkluVcmBqzN2ZRWJ287NUTJIAWtdiutH7ztSSISquTVJwrXCMtr752DtgX3DnHIQG9boAq4AvPf8z7BO0SkCdATLXUuD94fLc65H9Gq4XNFJBUdm/5VcDBFe09D6N9NOJ2AZSECczXgpBJmGQCnljrnniKvdHpOMfMEMDnEvlBfFlagbdzHSOgx9qHeR0nulYkBC86mtNK9bZ/ARG+IxzPRuIBXIpmB9tS9Pug6gymf9ubnvO29geNNReQ4dNjPFkL/U62oJqLVqTeISKegfWPQqvyJ3heXsvQc2hY8GW17fT74AOdcGjok6DwRuSLUSUTkaO8z6ZcOJInI4QHHCFo67RppJkWku4gkhtjlL70WZ4KXdG/bJ+jcHYEHgw92zh1Aq74bA/8Jek0PYGiI15TkXpkYsGptU1rz0dLNeSIyB+2E0gotTf5EXgen0vo7Os75CW+ihEVoSeNcdEzp2ZGcTEQeAZp7T/0ljBEi8hfv5ynOuSkBL3kDOA+daOQHEfkAbb/7M9qO+jfn3E4qCedcuojchH7B+l5E3kK/gJyCdipagY7JLWtvA4+jHaG2omOLQ7kErbl4SURuBOaifRraAscA3dF8+ztzPY4G+h9EZDL6ReRENDBH/HlCS/WPeX8DK7zrtEWrqnOBh4txjg/QJpSbReRotPaiHTr++CPv52C3o9Xnt3q1C3PQJocL0U5p53jXDxTpvTIxYMHZlIpzLkdEBqFDOc4EbkR7rf7PS1sWpeus8jrcPID+I+wD/Ij+82lB5P9Mz0fH8gYKnB0pHZ0AxH99JyIXo//8rgBuQKt1v0I7+8yJ8Ppxzzn3rIj8DNyCDq2ph/a6fhi4L0zHr2jn4YCIvIZ2LBwXrqTunMsQkV7o72UIcCn6pWkT+hl8ClgccPwLIrLfO+/laPXwbHSSlCFE/nmajg53OhkNyI3QTnMzgMeK8/lwzu0RkdPQz3gftOp5DVpT8Rj6RTD4Nb+JLrxyH/r3l4p+Kb4O7eB2Dnlt0/7XRHSvTGxI6CF1xhgTH0SnJj0ZONI5tyrG2akwRGQscCdwhnNueqzzYyJjwdkYE7dEJAWtdp3mnBtY1PFVkYgc7pz7NSjtaLSW5wA6C92+kC82ccuqtY0xcUdErkXbmf+KtpkGDyMyedK85oclaFV2EvAntMPvNRaYKyYrORtj4o6IpKMdlNagc0O/HtscxS8RGYm2LSeiM4ptR4dMPeKcmxWrfJnSseBsjDHGxBkb52yMMcbEmSrb5ty8eXOXmJgY62wYY4ypBBYsWLDVOdei6COLp8oG58TERNLSQi2eY4wxxkRGRNZF83xWrW2MMcbEGQvOxhhjTJyx4GyMMcbEGQvOxhhjTJyx4GyMMcbEGQvOxhhjTJypskOpjDHxb+fOnWzevJmDBw/GOiumiqpZsyYtW7akUaNG5XpdC87GmLi0c+dOfvvtN9q0aUPdunURkVhnyVQxzjn27t3Lhg0bAMo1QFu1tjEmLm3evJk2bdpQr149C8wmJkSEevXq0aZNGzZv3lyu17bgbIyJSwcPHqRu3bqxzkapjBs3DhE59KhevTpt2rThwgsv5Keffir02IYNG9KjRw+efvppsrOz8x27d+9eGjdujIiwaNGikNfeuXMnI0eOpGvXrtSvX5+mTZty9NFHc/XVV+cLNPv37+fxxx+nR48eNGzYkEaNGnHUUUdx+eWXs2rVqmK9z2+//ZYLL7yQww8/nFq1auHz+ejXrx/jx48nJycn3/tLT0+P4A4Wz6xZsxg1ahS5ublRPzdA3bp1y71pxaq1jTFxq7KUmN9++23atm1LTk4Oq1evZsyYMfTt25elS5fSuHHjkMfu3LmTt99+mxtuuIHNmzdzzz33HDrm3XffZefOnQC8+uqrPProo/nOkZOTw+mnn056ejq33XYbPXv2ZM+ePSxZsoRJkybx66+/0rJlSwAuvvhiPv30U2699VaOP/54cnJyWL58OW+//TbLli0jKSmp0Pf2xBNPcPPNN3Paaafx4IMP0r59e7Kysvj000+59tpradKkCYMHD47GbQxr1qxZjB49mv/85z9Uqxb9MmdMPofOuSr56NWrlzPGxK9ly5bFOgul9sorrzjArVq1Kl/6jBkzHOA+/vjjIo/t06ePa9iwYb60fv36uWbNmrnU1FTXqlUrl52dnW//559/7gA3ZcqUkPnKyclxzjm3evVqB7gnnnii0OPC+fLLL52IuBtuuCHk/p9//tktWrQo3/tbu3ZtoecsiZEjRzrAHTx4MGrn3LdvX77nRX0egTQXxRhl1drGGFPO/B2LilNVetxxx7Fr165DVdEbNmzg888/56KLLuKqq67it99+Y/r06fles23bNgBat24d8pz+0mVxjwvngQceoFmzZjz00EMh9x9xxBEcc8wxYV8vIowaNSpfWnp6OiLCuHHjDqXNnz+ffv364fP5qFevHh07duS6664DYNSoUYwePRrQntX+ZgG/33//ndtuu40OHTpQq1YtOnTowNixY/NVgc+aNQsR4d133+Vvf/sbLVq0oFWrVoW+97Jm1drGmMpt/XpIT4fEREhIiEkWcnJyyM7OJicnhzVr1nDnnXfSsmVL+vTpU+Rr165dS/Xq1WnQoAEAEyZMIDc3l6FDh9KlSxduuOEGxo8fz5lnnnnoNcceeyw1atTg6quvZuTIkfTp04emTZsWOPdRRx1Fo0aNuP322zl48CD9+vUrdlDKyclh1qxZnHPOOdSpU6d4N6IEdu/ezYABA0hJSWHcuHE0bNiQ9PR05syZA8BVV11FRkYGL730El9//TXVq1c/9Nrs7GwGDBjAsmXLuOuuuzj66KP57rvvGDNmDNu2bSvQHHDDDTcwcOBAJkyYwL59+8rsPRWHBedSyswEny/WuTDGhLR+PYweDdnZUKMGjBwZkwB91FFH5Xt++OGH8+GHH4YcmuMP5Lt27eKtt97i3Xff5eyzz6ZevXqAtjEfeeSRpKamAnDOOefw3nvvsX37dpo0aQJAx44dee6557jppps477zzEBG6dOnCmWeeyT//+U8OP/xwABo0aMDEiRO54ooruOyyyw69duDAgVx//fUF8h1o69at7N27l/bt25f6/hRmxYoVZGVl8dBDD+UrhQ8bNgyAtm3b0rZtWwBSU1OpUSMvrE2aNImvv/6aL7/8kpNPPhmAvn37AjB69Ghuu+22Q23vACkpKfzvf/8r0/dTXFatXUqZmbHOgTEmrPR0DcyJibotg57CxfHee+8xf/585s2bx5QpU+jatStnnnkmy5cvL3DsUUcdRc2aNWnWrBnXXXcdl156KS+//DIA8+bNY/ny5YcCKcDll1/O/v37eeutt/Kd56qrrmL9+vVMnDiR4cOHk5ubyyOPPEK3bt1YunTpoePOPvts0tPTeffdd7nhhhto0qQJzz77LH/4wx/47LPPyuiOFF9SUhJNmjTh6quvZuLEiaxfv77Yr502bRrt27fnhBNOIDs7+9Cjf//+HDx4kO+++y7f8eeee260s19iFpyjpECQnjsXnn5at8aY2EhM1BJzerpuExNjko3u3buTnJzMcccdx+DBg5k6dSrOuQLtrZAXyFesWMGePXt49dVXadasGQDjx48HNKBu376d7du3c9xxx9GiRYtD+wI1bdqUSy+9lOeff57ly5czZcqUQ0OsAtWvX59zzz2XJ598kgULFjBnzhyqV6/O7bffHvY9+Xw+6taty7p160pxZ4rWuHFjZs6cyeGHH851111Hu3bt6N69O5MnTy7ytZs3b2bdunXUrFkz3yMlJQWAzKB/3IcddliZvIeSsGrtEsjMzB+MV66EtWshOdmr4p47Fy65BPbtgzp14PXXwauCMsaUo4QErcqOcZtzsLp169KxY0d+/PHHAvu6d+9Op06dCqQfOHCAN954A4AePXoU2L9lyxZ+/vnnkK/1Gzx4MD169GDZsmWF5u/444+nf//+TJs2LewxNWrUoE+fPsyYMYP9+/dTu3btQs8ZSu3atTlw4EC+tOCACdCzZ08mT55MdnY2aWlp3H///Vx44YUsWrSI7t27hz2/z+ejQ4cOBWoV/BKDvqzF09A9KzmXgM8HnTvrA3TboQN4HR/h009hyxbIyYFNm+DFF7XtyxhT/hISoHfvuAnMoD2IV69eTYsWLYr9mg8++IBt27YxcuRIZs6cme/hD9qvvvoqoO3BoTo07dmzh/Xr1x8qIe7atevQeOlAOTk5rFq1qsiS5O23305mZiYjRowIuX/t2rUhv4D4tW/fniVLluRL++ijj8IeX6NGDY4//njGjBlDbm7uoWYB/xeDvXv35jv+jDPOYP369TRo0IDk5OQCj+bNmxf6/mLJSs6lkJmpJWa/r74C58BXty0+0JLz/v3w7bcwYgQ8/HBc/YMwxpSPhQsXsnXrVpxzbNy4kaeffppt27Zxww03FPsc48ePp0GDBtxyyy2Hem4Hevzxx3n11VcZPXo0s2bN4tprr2XYsGH07t2bJk2asG7dOp566im2bdvGzTffDMBPP/3EqaeeymWXXUbfvn1p2bIlGzdu5H//+x9Llizh2WefLTRPJ598Mo899hg333wzy5cvZ9iwYbRr146srCw+//xz/ve///H666+HHU510UUXce+99zJ27FiOP/54Zs+ezaRJk/Id8+GHH/Liiy9yzjnn0KFDB/bs2cOTTz5Jw4YN+eMf/whA165dAXj00UcZOHAg1atXJzk5mUsvvZRXXnmFvn378q9//YsePXpw4MABVq9ezdSpU5kyZcqhjnZxJ5qDpivSI1qTkGzdqtuffnJu2jTv+S+/OHf22c4dcYRztWs71769Pt5+OyrXNKYqqEyTkAQ+WrRo4U499VQ3bdq0kMcGT0LinHObN292NWrUcFdccUXYa7344osOcDNnznTr1693t99+u0tJSXEtWrRwNWrUcM2bN3cDBw50n3/++aHXZGVludGjR7vevXu71q1buxo1argmTZq4Pn36uLcj+H/1zTffuPPPP//QOZo2ber69evnJkyYcGgik1CTkOzdu9fdeOONrnXr1q5BgwbuwgsvdHPnznWAe+WVV5xzzq1YscJdeOGFLjEx0dWuXfvQ+/juu+8OnSc7O9tdd911rkWLFk5EnIa2vGuMHDnSHXnkka5WrVquadOmLjk52Y0cOfLQpCUzZ850gJsxY0bY91jek5CInrPqSU5OdmlpaaU+z6pVsGYNZGRA27Z52451N5I09VF44QWoWVN7ij70EFxzTRRyb0zlt3z5crp06RLrbBgDFP15FJEFzrnkaF3PqrVLKSlJH5mZkJamTVvaFn0YbD4eJk+G6tW1/TmO2zeMMcbEDwvOUeDvvZ2RoR3DVq6ErCzo1PmP+I4/Xp/UqqUHr19v7c7GGGMKZb21o8Dfe9ubgIbOnaFpU9hWt41WZV91FdSvD2++Cddea2OfjTHGFMqCcxQFr6y2Zg1aSm7VStucV6+GJUvgn/+0AG2MMSYsC85RlJmpNdgrV+rzjAz9ObNxR9i7VwdC79oFv/xiAdoYY0xYFpyjyOeDZs107PPs2dpre+1a+OKnNqwadi8cfjjUrauB+tdfYcwYm5zEGGNMARacoywpCQYM0F7boD/36AHNTu0Jjz8O7dpBw4YaxevWjdlE/MYYY+KXBecyEryMZGYmOr/2449D9+5wxBHQuHHMJuI3xhgTv2woVRkSyWt/9k/z6euUiu+55+JuIn5jjDHxw4JzGfH5oFevvPm3O3TQ9MxMwJeAr7cXlNevt0BtjDEmH6vWLkP+8c/+wNy5s6YdqvJevx5Gj4aXXtKFMd55xzqIGVOJjBs3DhFBRFjpr0YLMGvWrEP7P/vsMwBGjRqFiJCdnX3oOP8azF27dqV+/fo0bdqUo48+mquvvprNmzfnO09hj2HDhhU777t27eKWW26hT58+NGrUCBFh1qxZpb0lppis5FwOfL689Z8zMwOCc3q6jn9u2hQ+/BC2b4dp03T9WStFG1NpNGzYkAkTJjBmzJh86a+++ioNGzZk165dYV+bk5PD6aefTnp6Orfddhs9e/Zkz549LFmyhEmTJvHrr79y7LHH8u233x56zcaNGznvvPO44447GDRo0KH0SJaozMzM5OWXX+bYY4+lX79+vPvuuxG8Y1NaFpzLQXDnsEMSE6FGDVixQp936aIDpdPTLTgbU4mcd955TJw4kXvuuQcRAXTt4cmTJzNkyBDGjRsX9rVffvkl8+fPZ8qUKQwePPhQ+qBBg7jzzjvJzc2lWrVqHH/88Yf2pXujQDp27JgvPRLt27dnm7dI/WeffWbBuZxZtXY58M+97a/VWrlSH6v2JWgp+corITlZA3ONGtaD25go89dcxcpll13GunXr+Prrrw+lvffee+Tk5DBkyJBCX+sPkK1btw65v1q1yP6Nn3nmmfTq1atA+saNG6lRowZPPPEEwKEvESY2LDiXA3/bs65Wlfezc5BZLwHOP1/n4L7ySqvSNqYMxDo4t2/fnpNPPpkJEyYcSnv11Vc599xzadCgQaGvPfbYY6lRowZXX3017733HllZWaXKy9ChQ/n+++9ZtmxZvvTXX38dgIsvvrhU5zfRYcE5xjIzdU1oEhJ05hILzMZUSkOHDuXtt99m3759bNy4kc8++4yhQ4cW+bqOHTvy3HPP8fPPP3Peeefh8/no1q0bI0aM4Ndff404H4MHD6ZRo0b5vigATJgwgf79+9OqVauIz2miz4JzOfOPfQ4c//zxx0Hf7Nev1/k/ree2MSXmb0oKbk6KVSn6ggsuYP/+/XzwwQe89tprtG7dmr59+xbrtVdddRXr169n4sSJDB8+nNzcXB555BG6devG0qVLI8pH3bp1GTJkCK+99hrOOQAWL17MokWLivVlwZQPC87lLCkpr4OYf/zz7t157dL5hleNHm0B2pgSCtecFLaDZhlr2LAh55xzDhMmTODVV1/l0ksvjai9uGnTplx66aU8//zzLF++nClTphwaYhWpoUOHsn79+kNDoyZMmEDDhg3zdTgzsWXBOQZ8Pi1BZ2RoAbl1a2+BjC9g1exNOrwqMVG3Nve2MZXG0KFD+eijj1i8eHGpS6mDBw+mR48eBdqOi+OUU06hXbt2TJw4kdzcXCZNmsT5559P3bp1S5UnEz02lCpGmjXTKba3b9cg3aGDN8Vn3bbaYzs93XpuGxMlsSotB+vXrx8XXnghTZo0oVu3bsV6zdatW2nQoAF16tTJl75nzx7Wr1/PMcccE3E+RIRLL72UZ555hnPPPZeMjAyr0o4zFpxjxD9TWGamBmd/1ZvjMO2xbVN6GhM18RKcq1evzqRJkyJ6zaxZs7j22msZNmwYvXv3pkmTJqxbt46nnnqKbdu2cfPNN5coL0OHDuX+++/nmmuuISEhgVNOOaXAMZ988gl79uxh8eLFgI653rp1K/Xr12fgwIEluq4pHgvOcSB4gYysJgl06pqQ/x+KzcFtTJV0/PHHc9VVV/HFF18wfvx4srKyaNKkCccddxwzZszgtNNOK9F5jzrqKJKTk0lLS+OOO+4IOa752muvZd26dYeejxo1CtChYenW5FamxN9bLyYXFxkA3AZ0BZoCW4A5wCjn3LKA45oCDwPnAHWBb4F/OucWl/TaycnJLi0treSZj6JVq3TMs7+DmH97aB7u9et17u0dO3SZyYcftgBtKr3ly5fTpUuXWGfDGKDoz6OILHDOJUfrerEuOTcDFgDPooG5HXA78J2IHO2cWyf6dW4q0AG4AcgC7gBmikhP51xGbLIePUlJ+Z936KDV3KtWecF57lxYsADq14eff9bnFpyNMabSimlvbefcJOfcCOfcO865L51zE4DzgIbA+d5hg4CTgMu846d5adWAW2OS8TKQmamzd/rXfV65MsT4Z2OMMVVCPA6l8oejg952EPCrc26m/wDn3A7gA6DSDMrz+SA1VafYBi05H5rVz7+jdWvdpqbGLJ/GlKdYNrsZ4xeLz2Gsq7UBEJHqQHWgPfAAsAl4w9vdDVgS4mVLgaEi0sA5t7tcMloOtm3Tsc/+EvSUKdCoUQLtL3mclCarrEOYqTJq1qzJ3r17qVevXqyzYqq4vXv3UrNmzXK9ZlwEZ2Au4F8m5WfgNOfcZu95MyA9xGu2edumQKUJzv7xz02b6hCrtm013TVpDamhV6UxpjJq2bIlGzZsoE2bNtStW9dWSTLlzjnH3r172bBhQ7nPOR4vwfkyoBHQEbgFmCEiJznn0gEBQtUpFPqXKiLDgeHh9rdr167EmS1L/uFTmZmwaZOuhbF2rU5WsmpVwc5jxlRWjRo1AuDXX3/l4MGDRRxtTNmoWbMmrVq1OvR5LC9xEZydc8u9H+eKyCdoSfl24Bq0hNwsxMuaetuQ66c5514EXgx3zeTk5LhtzPIH6IYNtYrbX3r+6iut9u7UKX4mVTCmLDVq1Kjc/ykaEw/iIjgHcs5tF5GfgU5e0lKgf4hDuwK/VKb25kA+H1x6af7e2v4hVsYYYyq3uOutLSKtgKOA1V7SVKCNiJwScEwj4GxvX6XlXyBj7dr8Q6xiueydMcaYshfTkrOIvAd8D/wI7AQ6A/8EsoFHvcOmojOCTRSREeRNQiLAQ+Wd5/KWlKSdxEADsr/kfGiCErCpPY0xppKJdbX2d8CFwL+AWsB6YBZwv9cZDOdcroicBTyCziRWBw3WpzrnqsRix4GdxPzWrPE6h/nXf87O1lWsRo60AG2MMRVcTIOzc+5B4MFiHLcNuMJ7VFmhOoFlLsrA51//OT1dHxacjTGmQot1ydlEYNs2CFyrY/p0yFjemZP3HEZS4PrPVs1tjDEVmgXnCiQpKW+c8/TpMGAArOzgo9mA62HHGg3GYNXcxhhTwcVdb21TtMxMnT3MvwZ02sY2rGzVm8x6CVpi9gfmxYt19QxjjDEVigXnCsjng5NPzuu57R//7POhpeesLHjrLVi+HB58UJeYNMYYU2FYcK6gmjXTknPg+Oe5c9HSc3KyLmnVtasOlJ4/P7aZNcYYExELzhWUz6el5cAlJps29UrP/fvr3J9btmj1drt2Og/o+iox8swYYyo86xBWwfl8IWYLS02FV1/VEnO7djB1qnUQM8aYCsRKzhVcZqY2Mfs7hx2a3rNTKlx/vRans7Pz1qC09mdjjIl7VnKu4Hy+vMlJVq4MsTBGYiLs3w/vvafbxx/XknNqanln1RhjTDFZybmyS0iAU07RwLx3rw6vuvNOa382xpg4ZsG5Egk5vWcm0Lw5VK+uPbdr1oScHB0PbYwxJi5ZcK5Ewgbn1FTo1Qvq14dGjfTx229WejbGmDhlbc5VQUICmWOexbfyW9i6Fb78Ej78EKZNs97bxhgTh6zkXAllZub12gbdpm1sQ+ap50O3blC7tnYUy8626m1jjIlDVnKuhML14D40vWeNGhqUa9SAWrV0ghJbwcoYY+KGBedKLDMzb3pP8JekE/DdOBrfjjUamP/7X9ixQ3ty33WXDbEyxpg4YNXalZjPp9N7+kvOnTt7P7dpA717w4EDGphXr9ZFMsaMsU5ixhgTByw4V3LhenDPm4dWZe/dqwG6cWNwDt5/3wK0McbEmAXnKiI4SC9e7K1gdddd0KULHHYYLFkC//ufTvtpAdoYY2LGgnMVEtiDe9MmSEvz5uB+7jkN0JmZsG4dzJwJH38c28waY0wVZh3CqgifT5uWFy/WwNy6tQbnjAw4+ugEUho3hmrVdJjV77/D5s2xzrIxxlRZFpyrkJQUOOIIDcppaXDBBXn7VnU5m6Tmr8C+fTrdZ//+scuoMcZUcRacqxh/D+6MDH3u78m9kp4waZKuAX3ccTqkau7c/M+NMcaUCwvOVZDPB0cfXTA9s1MqPn8QnjsXhg7VWcRq1IBXX7UAbYwx5cQ6hFVRKSm6SFVgJ7G0NP05MxMtMWdnQ4sWsGsXfPppTPNrjDFViZWcq7CkpLyfV66EDh3yqrk57jgd97xsmT5PS9PhVTbFpzHGlDkrOVdx/kUy/NN8+kvSq5qlwm236RCrCy+Epk1tkQxjjCknVnKu4vyLZPh8GqgPdRBbCZx5Zl71tn+RjHfe0QNSU60UbYwxZcSCswHygnM+CQm63nN6ugbmxx/XjmIHD0KvXvD00xagjTGmDFi1tjkkuIPYypWwcm8Cq1p7i2Rs2gQ7d+pc3F9+CRMnxjbDxhhTSVlwNockJQWsXEXez87BjF86Q/XqulDG77/D7t3w1FNakjbGGBNVFpxNscxa1gruu0+rsWvWhGbNtKp7/vxYZ80YYyodC84mpOAq7g0bYC6pZN71BLRsCfXq6Tzc7drB7Nm2ipUxxkSROOdinYeYSE5OdmlpabHORlybMUPXfd66NS+tXj3o03oZ/eQLDcxTp+b15h450jqIGWOqJBFZ4JxLjtb5rLe2CevYY6F9ex0DPW0anHGGpjdu2pXMI7riWzZbA3NiIixdCu+/D4MHW4A2xphSsmptE5Z//HOTJpCVpTOIgS47OXMmGpRr1NDA/OOP8MkncO211knMGGNKyYKzKZTPB506wZFHagnaH6B/+gky63njoE85RQ/auBGWL4cxY6wN2hhjSsGCsymSzwd9+8KKFfD225q2dStMmQKfLk8g8+RztQfZjh1Qt67uHDfOArQxxpSQBWdTLCkp8Mc/QuvWOhdJ9+7Qtq2Ogd5Wtw3cdZdWc+/YoYtlvPwy3HqrBWhjjCkB6xBmii0lBY44QheoysiAAQMC96Zqe/PDD0PDhjoGOitLp/60DmLGGBMRKzmbiPh80LEjNGqUPz0zE10Mo0MHnXt7zx4dB/3bb1Z6NsaYCFnJ2UQscB1ov8xM8HVO0JLz3LmaMHMmfPihjsOyMdDGGFNsVnI2JRIqQAOs2pcA558PXbtCnTq6DnRGhg2vMsaYCFjJ2ZRYZmb+ZSZXrtSZPJs1Axp3xLd/v5acQdeBtjWgjTGmWKzkbErM5yu4ilXbtpq+YFMbMvtfrOOfzzoLcnJ0BjFrfzbGmCJZcDaltmqVlpinT9fn06frZGEz9/8R2rTRau0ff9Q1oEePtgBtjDFFsOBsSi0pCc45B5KTNQ536KDjoHfUbMHKy8aQmTwAjjkGunXTcdBWgjbGmEJZm7OJCp9PS9Br1ujzTZt0O5vDSGgziF6LF+Pzz8ENsHCh9eA2xpgwLDibqElK0kWpmjTRaT6Tk/1zcbeEY26Fr97TA7t108Uyxo2DLl2so5gxxgSx4GyiKiVFt4GdxFQbMjkX38KFGpi//x7mz4eaNaFXLx0fbQHaGGMAa3M2ZaRnTy1BB/p5bxsybxytq1i1basH1K+v7dDp6eWfSWOMiVMWnE2ZSErSUVSBtm+HzDptdBWrww/XKT737NFhVrNm2UQlxhjjEedcrPMQE8nJyS4tLS3W2aj0AicqWbtWtzt3wmlHbsC38lvtRfbf/2qAzs2FZ56BQYNil2FjjCkBEVngnEuO1vms5GzKXFaWBuaMDH2+cqU3Scmp5+sKVjk5cOCAFq0feMCGWRljqjwLzqZM+XzaGTs54PtkcrKuA52ZCatan6Ql5t27oUYN/dmqt40xVZwFZ1NugpeZBFjbqKdWZXfuDA0aaMR+5x0rPRtjqjQLzqZc+Hx5Pbj9s4iBxuB5rQfBHXfotGI2D7cxxlhwNuUnKSlvvhF/57C2bWHxYphb6yQyfZ3z5uH+5BO49lqr4jbGVEkWnE2585eaA22v3Zptw2/XMdCdOsHGjbB8OYwZYyVoY0yVY8HZlLukJGjaVEvPaWlaes7IgK9WHca89ueDiE5M0rgx/P47PPqolaCNMVWKBWcTEykp2mu7s1eT3bu3BumsWq2ZN+R+nXO7SRNYsABeew3OOEOn+DTGmCrAgrOJGX8nMdBStL+6e3Hu0cy7+n+6zGStWrBtm5ak774bpk6NWX6NMaa8WHA2MZWUBEcfrT/nC9CbW7PqpGGQna2DoqtX1+ruL76IWV6NMaa8WHA2MZeSom3QGRkwe7ZWb2/aBB9v6Mmqvz0EtWvr6lU1a8Jpp8U6u8YYU+ZsyUgTF/xLTS5erJ3EkpN1u6bv38hq0ZmUDe9pYG7VCp5+Go47TsdlGWNMJRTTkrOInC8ik0VknYjsFZGfROR+EWkYdFxPEZkmIrtFZKeITBWRTuHOayqmlBQ4+WRo3VpL0cnJWs29LvEUVv39CQ3MQ4fC44/r1npwG2MqqVhXa98C5AB3AmcAzwHXAjNEpBqAiCQBs4HGwKXAX4FE4CsRaRmDPJsy1KyZTlISaOdO7RPG/PnaBp2QAPv3w2OP6ThoC9LGmEompktGikgL59yWoLShwHigr3PuCxH5H3A+kOic2+4d0xb4GXjSOXdrSa5tS0bGt3nztIq7d++82cQ67FyE747h+LJ/gy0BH5vGjeH5522pSWNMzFSqJSODA7Nnvrdt422PB771B2bvdRnAEuDcMs2giZkjjtDO2YFLTa5t1IOf73yJzAGXQGKidhDLzdVi9Z13WgnaGFNpxLpaO5RTvO1yb5sDHAhx3H7gCBGpUy65MuXK54PBg2HAAO293aGD/px6RXd8/7mWVa1OgoMH9ZGbq4tG21SfxphKIq6Cs4i0Ae4BPnPO+eucfwJ6iUjNgOMaAt0AAZqWe0ZNufD5dNukSdCOhAQWXnAvmf+8V4vYLVpoZ7G6dSE9vZxzaYwx0Rc3Q6lEpAHwPpCNdvry+z/gAuB5EbkbzfOjQANvf26Y8w0Hhoe7Xrt27aKQa1MeOoXol7+zVgsWnPxPOvQ8laRx/9HAXL06/Pablp6De5UZY0wFEtMOYYcyoVXTHwM9gVOcc4uD9l8H3A808pI+B9YBfwEaOOcORnpN6xBW8axaBWvW6M8ZGbBkCTRvDhf23kjS5m9g8mSdsKRGDRg50gK0MabcVKoOYQBedfVkIAU4MzgwAzjnngVaAt2Bds6504HDgbklCcymYmrWLK+Ke9MmDcwAizYfRmadNhqYExN1Hu7337f2Z2NMhRXrSUiqAa8BfYHBzrnvwh3rnNvvnFvqnFsvIkcDp6Pjok0V4fNpgN6wQWcP27pV0z/8EN5f3plVew6DpUvhxx/hyy9h9GgL0MaYCinWbc7PoO3JY4E9InJ8wL4M51yGN6b5WmAO2kO7FzppybvOuUnlnWETW0lJ+mjbVuNu27Y6k9iAAT4yf7wevnpPD+zWTTuHpadb9bYxpsKJdbX2QG/7b+DboMdV3r6DQCo6MclHwOVoj+5LyzWnJq40aaLtz/5uA9Onw5T5bVh1zBCdlCQ9Xcc/z5pl45+NMRVOXHQIiwXrEFbxrVql2zVrdAz0ypXQuTNapP7oI3j4Ydi1C/buhRtvhLFjY5pfY0zlVek6hBlTUklJ2gadkaGBGXS7cm8CmTtqaGDesgV274YHHoCXXoptho0xppgsOJsKzefTlaw6d9bnnTvrw9fnaC0xg84DCjBtWmwyaYwxEbLgbCq8pKQQiampcOONZEpzDc7Vq8MZZ2iV9+zZ1ovbGBPXIu6tLSJHAe2A5sBeYDOw2Dm3M8p5MyYi/uk+Dxk7lgW/n0j/jFc0MPfvr8OrduzQUvVdd2kQN8aYOFOs4CwipwFXomOLm4c4JFdEfgDeAV52zm2NXhaNKZ4CwRlY3/1MePxMfTJ7tgbm1at1O2YMPPecDbUyxsSdQoOziJyHjkHujC4ysQGd/3oTsA2oC/iAo9CpN5OB0SLyKnC3c+63Msu5MWFkZurDz99ZzNe4I769ezUwN26ct1CGBWdjTJwJG5xF5CvgJHTpxjuAN5xzvxRyfC3gVHQc8l+Ai0TkMufc1Ohm2ZjCbdum60D7+X/e3rQNvrvu0hJz3boaoBMTY5JHY4wpTGEl54bAOcUNrs65A8B0YLqItERn8Tqy9Fk0JjL+WcRAR08NGKA/r1wJmb5UfM89pyXmxEQrNRtj4lLY4Oyc+0NJT+qc2wzcVNLXGxMtjRrlf56ZCb7OCfmD8vr1ebOIpaZawDbGxFys59Y2pky1b5/X5gwBVdzbISUFDcy33gpffw379kHPnvDyyxagjTExVepxziLSXETOFZEBIlI9GpkyJlpSUvJ6ca9dCx066M+LF3vTf6an647Nm7Wj2OzZMGFCrLJrjDFABMFZRK4Vkbki0iwgrRfaYewd4GNgjojUj342jSk5n09nDfMH5s6ddTUr52De9iQ4eBBycvRx8CCMH2+LZRhjYiqSkvOfAeec2xaQ9jDQFHgFDc7HAddEL3vGRM/27Vownj5dn8+eDZO+aM2qqx7UZa5q1tSZxLZtgzvvtFnEjDExE0lwTgJ+9D8RkebAKcBLzrmrnHNnA/OBS6KbRWOiIyVF5+Hu0EEXy+jdG5o3B9f3dDKfmKAN1DVqaOl56VL4+ONYZ9kYU0VFEpx96FSdfid62/cC0mYD7UubKWPKSlKSlqCXLIG334bWrbUEPWX/QGYMeFjHPoOuZPXii1a9bYyJiUh6a28j/9SdpwC5wJyANAfUiUK+jCkzKSnQtKm2Oc+eDVdeqelzp6aQufB4fD/N0cUyMjNtik9jTExEUnJeDpwtIj4RaYK2Qc8PWvAiEZ3a05i4lpRUcC7u7bVb8/OwMWS2+4OWoJs10wj+/vvW/myMKVeRBOf/Aw4DMoD1QGvgWf9ObxjVScCiaGbQmLLi80G7djoO2j8WeonrTtpfHmdVYj847DD4+Wf48ktdzcoCtDGmnBQ7OHvTeF4DLAV+Am5xzk0MOOR0tEp7elRzaEwZOvZYyMrSoc4ZGZqW0aALC/98H/O6DCXzyBOgWzfIztYx0cYYUw4imiHMOfci8GKYfdPRYVXGVBj+qu2ff4a0NO0g1rYtZGS04NsG/XCswpf+s84e9ttv2kHswAGbl9sYU6YimYTkbhE5uYhjThKRu0ufLWPKj8+nU2ofd1xeWu/e0CChGdsvHM5k39+0g9ibb8LQofDAA3DttdaT2xhTZiJpcx4F9CnimFOAkSXNjDGx1KuX9gNbsUKHWQFk7G/JxPlJvLLuNDJrtIL9+2HZMi1mX3edBWhjTJmI9sIXNdDhVcZUOD4fnHqq/pyZmTcX96afanL4j7tgzx6t0t6+Xaf63L4dLrsMHnkEBg2KZdaNMZVMqRe+CNIL2BrlcxpTbnw+fSxeDJMm6RBnGjdlUsO/cW+de5h8yv9B/fo61eeBA/DLL3D55TB8uJWijTFRU2jJWUS+CEoaJiJ9QhxaHUhAZwebFJWcGRNDQ4boWtDbt8NHH8HFVzUkI6Mh27fVY17GZaQsfhmqVYPcXF3Natw4ePddePDBvFlNjDGmhIqq1u4T8LNDJxlJDHFcLpAJvAn8Mwr5Mibm+vXT6u05c/Lm4l671kfWYbeTuSIB3/NjYac3B092ti6Yccst0KKFVXMbY0ql0Gpt51w1/wMQYFRgWsCjhnOulXPuEufclvLJujFlz+eDk07Snw+tB92iJZlD/6mLZRx5pC6W4Zz26N67VwP088/bpCXGmBKLpM35r8CUMsqHMXFryBA4+mj9+VCABjJTBpL52jS46SatA69ZU6u5N2zQGcWGDbN2aGNMiUQSnE8hdJX2ISJyloi8XKocGROHUlIgOTkvMHfurA/fMW3goYdgwgTo1EnHYtWsqSXoH3/U9uepU2ObeWNMhRNJcB4G9CzimB7A5SXNjDHxzN+TO6RBg+Cll+CYY6BOHV0TescOWLMG/vY3C9DGmIhEeyhVbSAnyuc0Jm4UGqBTU7XX9ujROgeovy165064806r4jbGFFukwdmF2yEitYGTsSUjTSUXLjhnZqLzbV99NTz8MDRsqDtyc2HzZp2w5L77rKOYMaZIRY1zXhOU9E8R+WuIQ6sDLdCS8/NRypsxFUpmZkDg9g+luvNODczbt+sBo0fDzJnw8su2cIYxJqyiSs7+IVSClpolzOMgsBh4EBhRVpk1pkLxt0O3bKkTloCWoufPh1GjrJrbGBOWOBe2pjr/gSK56Djne8o2S+UjOTnZpaWlxTobpoLLzPSqs4OIQLNmXkl66lS44gotPYtogK5bV6cB/e9/bcISYyoBEVngnEuO1vkiaXM+FRgfrQsbUxn4fHnDqiDvZ+d0jWhAg+/LL0OPHtC8ue78/XfYsgX+8Q8rQRtjCih2cHbOfemcW1eWmTGmMtm+XberVqEBesoUONlbEl1Eg/TGjXDOOdqBzBhjPBEvGen1yj4OaIN2ACvAOfdqKfNlTIUjooVgf1DOyIDp02HBAu3A7UtIgJtvhq+/1lJzbq6uD71pE9x+u75ohHXZMMZEGJxF5ArgIaBpuEPQjmMWnE2Vk5SU1wa9dq0Ode7QAdLSdE0Mnw8dC/3uu/DWWzB+vB7sb4d+9lm46CLrxW2MKX61toicAfwP2Ajcggbi94F/AzO8528DV0Q/m8ZUDP42aBENymvXQuvW8NVXWopetQoN0I8+Crfdpr24ndNtrVpasrbZxIyp8iLpEPYvdFnIE5xzj3tpC51zDzjnzgD+BpwHrI5yHo2pcDp00CDtn4vbX4rOygo4aMQIeOABSEzUebnXrvUWj75Yh2AZY6qsSILzscAHzrldoV7vnHsJ+AYtSRtTpSUlQc+e+vOmTXlBevFimDcv4MARI7RYfcwxOt0naDv0Qw/ZTGLGVGGRBOf6aJW23z6gUdAxaUBqaTNlTGWQlKSl5+OO0+edO2sJOisraGx0QoJO7ekc7NuXNx+3DbEypsqKJDhvQqfo9NsIHBl0TGN0Kk9jjKdJE5g9W9ucQduip0zx2p/9Bg2CG2/UdaHbtYPateHTT2HMGAvSxlRBkfTWXkr+YDwbuEhEejvnZotId+BC7zhjjCclRbdZWRqYk5N1mNWaNbrkc0KCd8z118Mvv8Cvv+oMJq+9pqXo//4X3n5bO5IZY6qESErOnwAnisjh3vOH0OUhZ4nIFmAR0BC4N7pZNKbiS0nRoNy6tQbm3r21HXrFCvjss4AVrR56CC64QIvb2dn62LjROogZU8VEEpxfQCce2QrgnFsG9EWD9lbgU2Cgc+7jaGfSmMrA59MJwtq21eedO2uwdi6gDTohAQYPhqZNNTAfPKjb99+36m1jqpBiV2s75w4CvwWlfQecFe1MGVNZJSVpVfbjj8PevZq2Y4dWd3frBn/4AwwZkqDjoC++WIvZ9evrgZ9+alXbxlQREU/faYwpnSFDdOTUtm3wxhtaSD7jDN23YoV2FEtKTYUnnoBrrtHoffCglp5btIA//clmETOmkit2cBaRdOAzYCbwhXNuY+GvMMaEk5Sk2yVL8sZB+1e2OrSK66BB2jns+ed1aNWyZToH9+TJusqVBWhjKq1I2pzroFNzvgpkiMgyEXlKRM4VkSZlkjtjKrmjj9bRU4FDrfw/r1qFlpLbtoVdu3Rykj179IAJE2Kab2NM2RJ36Gt6MQ4W6YZ2Ajsd6I2Oa3ZALtpb+3O0VD09+lmNruTkZJeWlhbrbBhDZqZWcTuncbd377x9IpC0bS4MHZq3QLSIrg09ZYqVno2JEyKywDmXHK3zRVJyxjm31Dn3pHNuEOADjgf+A8wCuqILYnwUrcwZUxX4fHmziQX25O7cWQP2PEnV9Z6bNoWaNbWDWM2a1nvbmEosouAcyDmXC+wG9gB7gYPoylQlPqcxVV3HjgXTFi+GzBMHaTtzt25aD75una5gdcklFqSNqYQiCqQi0k5E/ioiE0XkV2Ax8ARwDDAZuAwdC22MKYGkJK21XrlSH6Adxr74wgvQd9yhPba3btWFMSZNgn79bJlJYyqZSHprrwL83+u3or22/W3MtkykMVGSlKQrVy1erIG5dWuYM0c7bLer05t+Bw5ATk7eC3btghtu0EHS1gZtTKUQScn5CG87A7gcuMI5918LzMZEX0oKnHOOTvm5aZOOg+7dG3Kbt2LVJXdDtaA/3Q0bYOLEmOTVGBN9kQTne4E5wKlop69tIvKliNwtIieKiE1oYkyUNWlSMG1b3wvJvGGU1n/75ebqAhlnnw3Dh1s7tDEVXERDqQBEpD5wCnCa9+jh7dqDrlT1uXPusWhmsizYUCpTUcyYoYtV+YdYrV2r246f/5ekZ27S2cNq1tS1oHNzdWejRvDYY3DllTHJszFVTbSHUkUcnAucQKQZ2hHsDqAl4Jxzcb+mswVnU5F8+ikkJmpg7tAhL0A3/fFLUt67Q2cSW79ex145p6XqFi20o5jNx21MmYvpOOeATDQWkcEi8iTwNfAYGpgBMsO/0hhTEr166XhoyAvQAIubncKqBybD1VdD7dp5c3/WqKEBetIkDdrGmAql2MFZRPqKyH0iMhftrf0ucD3QFl028hbgD865loWcxhhTAj6fPvzjoAMD9Jq9hzG58x26ikbfvlql3ayZTvU5dSqccIJOYmKMqTAi6cQ1w9vuR9uWv0CHUs1zzuWEfZUxJmqSkiArS4dZZWTojGIZGTrtZ8J1gzjizUH4fp4LL74I776bV/99xx0asK0N2pgKIZJq7QeAfkBT59xpzrl7nXPfWmA2pnylpMDJJ+cF5t69dWbPrCydfntVs1QYOFA7ivnl5sLrr8cu08aYiBS75Oycu7MsM2KMKb6kJPjxRy0xL1kCzZvDtGm6r0EDGDM8Fbp2hfnzNdE5WLpUh1hZBzFj4l5M58EWkfNFZLKIrBORvSLyk4jcLyINg47rJiLvisivIrJHRJaKyL9sbLWpyoYMgeuu0yblVat0opIzzoDdu2HurwnMu2sqnH461K2rq2jUr6/dvmfPtk5ixsS5WAe3W4BfgDuBDOAPwCjgVBE5wTmXKyKHo6tebQBuQjuj9QUeRnuI31buuTYmTqSkwBFH6PSeGRma1r07bN8OX33XmvV9n2bIL4MgO1t3fvUVfPSRVnmPHAmDBsUs78aY8GIdnM92zm0JeP6liGwDxgN90E5nZwHNgROdc95SAHwhIkcAQ7HgbKo4nw9OOkmrs0GDdIcOkJYGGXWPhFdf1ertnTvhuedg82adm/uKK3SlKwvQxsSdmFZrBwVmP6+R7NDqVrW87c6g47Zjy1MaA2gVd3KydgxbskQ7abduDenpMH17KvNSrteq7X378iYq2bkT/vEPW9HKmDgUj8HtFG+73Nu+jVZlPy0iHUSkkYici85K9mgsMmhMPPL5tIq7QQMtNc+erR3F0tLg/fdhxv7eunJVdW8Cv+xsXVXj+uttLm5j4kypp++MJhFpA/wALHLO9QtI7wS8D3T1khwwyjl3TyHnGg4MD7e/Xbt2vdatWxeVfBsTTzIzNVC/9JI+v/LKvLWhZdNGms14E9+4R3VN6IYNdYWrv/8d7rordpk2poKL9vSdsW5zPkREGqABOBv4a0B6C3Q2sj3A+ej0oKcB/xGR/c65B0Odzzn3IvBiuOslJyfHz7cSY6LIP81n48bw0095gXntWsjIOIxqHW9i0P1H4rv1StixQ3e+9Rb06GHtz8bEiYiDs4i0BJKBpkDIBS6cc69GeM46wFSgI3CKcy4jYPetQCLQ3jmX5aXNEpHqwBgReck5tzWyd2FM5XfqqRqgIW+6z4wMHR/d9aKB+O6+G556Ctatg9Wr4ZproFUrGwdtTBwodnAWkZrA82gP6XBt1YJWORc7OHvnnQykAKc75xYHHXI08HNAYPabB9QEOqFt0saYAD4f9OunY6BXrNC259atdSaxzz6DHYnn0avGW/j2r9SFMnbs0Gk/Dz8cEhJinX1jqrRISs5j0Orm1cBrwHq0CrrERKSad66+wJ+cc9+FOGwTcIKINA0K0P6v9xtKkwdjKrukJJ0sbNYs7STWtKmmz09vyU8Jt3LGyi0k1VynPbnnzoU//xluv92quI2JoUiC8yXASnTlqb1Ruv4zwAXAWGCPiBwfsC/Dq95+HrgU+FREHkbbnPugE5i855yzqY6MKUK/fnDssVp6TkuDCy7QkVXTJx7Ltp0DyNz0Db4da7SKe/9+uPxyGD/eArQxMRLJUKqWwMdRDMwAA73tv4Fvgx5XAXil6d7AFuD/0Lbp84B70KBtjCkG/5KT/slKAGjRku3DbyXz+pHQpIkuM3nwoE4xdsMNNs2nMTESScn5F6BRNC/unEss5nHfAWdG89rGVEVJSbqa1ddfaxU3wKZNLUnjDI474mp+XbmQE5lDEqvhl190qcmJE2ObaWOqoEhKzuOAgSLSuIzyYowpB0OGwODBOgf3pk3aSSw5GdyAgUxjIJ/QP+/g11+3GcSMiYFI13P+GvhMRE4VkaiWoo0x5cfn0xFTyclaku7QAQb8owuHdW/OLq+CbB69dJrP666LcW6NqXoiqdb2r9wuwGcAIhLqOOeci5vJTYwx4XXsCJMnwwsvaBymzR+Zu6QOafRiN/UYy0hSNiyAYcNg3LgY59aYqiOSIDobHcNsjKkkkpLgb3+D007T8c/PP9+AP6VuI3nuf5nEn9lOE+bRi5Tx46FbNxgxItZZNqZKiKu5tctTcnKyS0tLi3U2jIkrF1+sw53PWv4Qm37aBsAqkkhmAdfXHQczZ9oMYsaEEO25teNxVSpjTIwMGKAF5Lb/dytb2yWTzPc0JYsldGXy3gHwf/8X6ywaUyVYcDbGHDJsmM4/0rQppHc5g7S6venOUn6jFRO5hBkf7CPzR5uUz5iyFrbNWUTuRtuYn3HObfOeF4dzzo2JSu6MMeUuKUm33Y9rwNacwaR9tpJk0pjFKXy8+wQW/HkGQ6YOO3ScMSb6wrY5i0guGpy7OOdWes+LwznnQq5WFU+szdmYwmVm6nzcE6+Ywe6d2fThS7bSnHQS6X5+d47401GcfXbeEpXGVGXluZ7zqd72l6DnxpgqwOfTCUsafXOAyY+vZRVJXMybpHEsW9Oq8fbvR9GlS8HXGGNKL2xwds59WdhzY0zV0O+xP7HhzTuZ+mtPpvlnD8vO5tdf4fPPdaXJxERN3rZNq8UzMy1QG1MaNlmIMaZIw547nobnTmBObjKf0o8aWfVonriHmTPrM326zjR24YW6XoY/OPtZkDYmchacjTFFGzSIIWOW0GfcFI5vmMuvO+ry6W9n0P/k/TTYuwXqdGDJkiNYs0YXtwrkD85Wmjam+Cw4G2OK57LL8P34Iz1nT6dxVmN+yG3FwEkPkV7nSNYfaMXu7ql0PC2VJUuOAEAE2rTRgOzzWXA2JhIWnI0xxZOQAOefT9Lah2lWfz+//jYH377fYL+QuOcHWPA5i1afQrsHrmWJ606bNvqytLSCpWmwYG1MYSw4G2OKLzUVOnbEl5bGsEZT4EAW7M8FyYF6jWiUk0Xq77No2r87oPN1N22a9/KVK3XrL0n7fzbG5GfB2RhTfAkJ8NBDMHeuPt+xA98TT8CaNZC7n44NN8Fxx2nwXbKRphs20Ll3K0hIYOVK6Nw571SZmVZ6NiacqAZnETkd6OqcezKa5zXGxJGEBH349e8PH30EW7aQ1L8/pKbiW78e/vsIZGfDF/th5EjYWIPMlelkNkyEww4DYO1aPUVggLZgbUz0S86XAkMBC87GVBUJCXDNNfnT0tPx1dgBnRIhPR3mzsU3ZTa+tWmw/ncyL/o7a/teRYcOenhmZv4qcAvQpqqzam1jTPQlJkKNGhqYa+i/Gd/aNPjuO3y5ufgeGQ47d8LNNx+q6va3R2dm6mQmzZpZkDZVlwVnY0z0JSRoVXZ6et70Yb/+CrneFP3O4Xv5YX72HcHcQYPZvj3vpRkZsHs3HH+8BWdTddmSkcaYspGQAL1757VRX3edDn72+HI20+nF20hlLskBywX07g0NGuhsY4EzjRlTlVjJ2RhTPkaM0Ij7iNdRrHZtfLV3w1tv4eswH8nty3LXhbQ0aN1aS9AZGRrXe/XSU1hJ2lQVFpyNMeVn7Fjo2BHuvBNq1oRq1eCNN2DvXnodfIRe//oXmZfcwNq10KFD/qFX/jZpsCBtKr9Cg7OIDI3wfJ1KkRdjTFVw5ZXQvTvMnw8//ggTJsC+ffjIgvtvgU6dWNtiYMiX2sQlpqooquQ8DnARnE8iPN4YUxWlpurjhRdg3Li8dOfwTXqajmdAs8OOITOzTb525+Bx0RakTWVVVHB+FQu2xpiycuaZ8NJLsGCBPs/NhTlzSJo9W3t5//e/0CmVn3+GJUugbVs9LC1NR2L17GlDrkzlJM5VzdibnJzs0tLSYp0NY8z69TBxInz9NSxfrsOv/P+XWrbUAD1oUL42586dC7ZBW4A2sSQiC5xzyUUfWTw2lMoYE1sJCXDHHfD889pJLLDAsHkznHce3HADPp/OIrZ2bV5gXrtWHz//DKtWxSb7xpQFC87GmPiQkAC33npoRrFDcnLg6afxPfZvOnXSzt5ZWTB7dt4hS5bAxx/DjBnlm2VjykrY4Cwi/xKROiU9sYgcKyKhu1waY0woV14J990HtWsX3Pd//4fvm6kkJWlfsu7d83b5Jy6ZNy/0xCXz5sHkyWWXbWOirbCS833AahG5TUTaFOdkogaIyHvAfKBHNDJpjKlCRoyAt96CVq3yp//+O1x2GQwfDnPn0qmTTjiWkaGl6LZtYetW7Sw2b17+ly5eDB98oFXfNuuYqQjCdggTkc7AY8CZQA4wB/gaSAM2AllAHcAHHAUcD/QFWgOZwEjgBedcbtm+hZKxDmHGxLn16+Gqq+Dzz7Ud2v+oVUt7fz3/PJknDuL77zUYb92aV5retAmOOgqOOUZ7cw8ZoiteXXONTm4iAklJtp60iZ5odwgrsre2iJwA/B0YAtQi9NAq/4S5PwHPAa8453ZFK5NlwYKzMRXA+vVwxRVaND54UINzzZq67/DD4f/+DwYNIjNTS8wZGVozvnIlTJsG06dr+/TChXDkkXkvO/ZYGDNGj7Oe3iYaoh2ci5y+0zk3B5gjItcAJwMnAe3QEvNeYDPwIzDLObc0WhkzxhgSEuDll3Wo1fjxOswqO1vHQ2/YAJdeCnffjW/ECJo21QDt78ldvz6ceKLWhi9apGl9+uh2/Xr49FNo3Fif+3xWijbxxcY5G2MqBv946Gefhd9+05I0QPXqcNttMHYskyfDjh1azT1njr4E9NADB6BhQ+jSBf7617zTisBJJ2kJe+dO6NdP26aTksr/LZqKq9xLzsYYExf846G7ddMSsz845+TAAw9AVhZD7rgDEhI46SQ491zd3aED9O+vfclOOkmfL1oEPXpwaIEN0AWzvvpKg/PChTbzmIktG+dsjKlYBg2Cu+/WErNfbi68+KJOWDJ3boGgWrcuDB2qY6R9PmjUSGcZa9Ikb77uDh20CnzlSvj117xe3Ta5iYmFYpecReTlYhyWC+wElgMfOuc2ljRjxhgTln9t6Acf1JIz6PbHH+G66/A9+ywdO6YCWgI+7bT81dQdO+q2UyeYOlXbqv1B+L77tGp83ToYMECbtpOSrKrblK9itzmLSC55PbUlxCEuKP0g8B/n3MOlymEZsTZnYyqBhx+GUaNg3z7tyV2jBtSrp+Om/vMf7bpdBH9HsLlz4ZVXtDo8LQ2SvdbDFSvgL3/RtI4dLUCb0GI5t/YRwPvoGOb/AH2ALt72Li/9PSAVuBr4DXhARAZHK7PGGJPPiBEwaRJ07ap11dWqaa+uX36B666DSy7RqFsIfxV4p07arD1gQN7kJqDjpdPS9OGfMtQmMzFlLZLgfA7QG/iDc+4+59xXzrmfvO1YoBdwCnCic+6/wInoUKvro51pY4w5ZNAgnVj7wQehRQuNrKDds998U/dPnVrkaXw+SEnRn5OTdUrQjh01KPvTNm7UsdOzZ+cFZwvSpixEEpyHA2875zaE2umcWw+87R3nf/4hcGxpM2mMMYVKSICrr9Yq7lq18la2ys2FLVt0QQ3/uKpC9Oun2169NFgnJcFhh2laYFX3xo065Bo0OGdmWscxE12RBOdEYEcRx2wHOgQ8TwcaRJQjY4wpqSuvhKef1nm5/SVo53RNyT//uVglaMg/a1jv3lrVfdhhOtQqIwNat9ZY/9JLugz1zz/r8CtjoiWS4LwV6FfEMf3Rtme/JhQd0I0xJnquvBKmTNGVMPwBOicHvvsOLrpII2oE/B3AeveGk0/W0zdqpKfv3VvHTm/frkOwrARtoiWS4DwZOFZEJopIu8AdItJORF4DegLvBOzqBdhH1RhTvlJTtQTdtKl2EgMN1Pv3a9X3Cy8Uq5o7UFJS3hCsRo10jHR6Orz9dl7nsSlTYNw4DdD+hzElEckMYXejHcIuAf4sIhvQHtmtgDZAdWChdxwichg6nGpCFPNrjDHFM2iQjo0aMULrnXNzNUBv2QJ33aWdyJ5+Wturi8lfiu7YUcdPQ17zNmhJGnSfvyOZDb0yJVHskrNzbidwAroU5Dp08YvjvO06YBRwgncczrmNzrkTnHPPRzvTxhhTLIMGwWefwS23aD10o0YaTX//HWbO1KWpIixBgwZcf7t0crLG/CVLdLaxtm3zhl5t2GC9uU3JlHjhCxFpCDQCdsb78pCh2CQkxlQxc+fq2Odly7R62zmt8k5K0hWvUlNLfOrMTFiwQKcAfe65/HNyr1+vw7AHDrRSdGUWy0lI8nHO7XLObaiIgdkYUwWlpuqKVu3a5XUUy82Fn36C4cPhnXdKVIoGDca9emnwHTAA/v1vLVEnJ+uMYw0bWmA2kYk4OItIPRH5i4g8KiIvichj3vP6ZZFBY4yJmtRUnfKzTp386atWadX3mWcWe7hVMH9puWNHLUlnZOR1FPvySy24WxW3Ka6IgrOInIm2L48H/gn8FbjJe54uImdFO4PGGBNVgwZpj+2aNbVau1o1nZv7l19g6VK4/PISB2jIKyE3bpx/GtAlS7RfmgVoUxyRLHxxLDAH7ZU9CfgC2AgcBpwGXAzkoNN3LiiT3EaRtTkbU8VNnQrvv6/LT331lY6F9vfoTkrSjmQR9OQONmMGzJunhfKmTTVt3z4tvA8bFp23YOJHtNucIwnOk4EzgVOdc9+F2J8KzAI+ds4NiVYGy4oFZ2MMoPXN552nc3IG/j885xx4771SnTozE774Aj76CO68U8dEN2igq1wFrzltKrZYdgjrjc6tXSAwAzjn5qITkPSORsaMMaZcpKbCu+9ql+pA77+v7dOl4PPpWtJt2ujz1q01OG/bVqrTmiogkuDcGCiqK+Mv6PAqY4ypOFJT4b77oHr1vDTn4LHHilxysiirV2uh/L77tN159mxdh+PJJ20GMRNeJMH5VyCliGOS0XZoY4ypWAYNgmuvzRtmBToe+p//LFWATknRAvi110Lz5jqL2Fln6fcB/yxjxgSLJDh/DJwmIreLSPXAHSJSTUT+BZzuHWeMMRXPU0/putCtW2svLud0RYvrritVgPb5NBBv3aql57ZtdfvFF1Z6NqFF0iGsNbAAaI1WX89GS8mtgZPQJSU3AcnOubgvPVuHMGNMWP7ZxJYvhwMHNEg3baqB+8orS3zaefN0BSvndDaxrKxSTUxm4kjMOoQ55zYBJwKfAe2BvwAjgMvQNZw/A06qCIHZGGMKlZoKf/sb1KiRN8QqMxOuvjriJScDHXGEjn8OHPvsX2rSmEAlmltbRNoAf0A7ie0AfnDObYhy3sqUlZyNMYVavx5OOUVXswjk88EPP5R4DLR/Hm7/v14RDdidOtnwqoosLubW9ubU/tA595q3rVCB2RhjipSQoJNkVwv6N5mZqV2vSyExMe/n9etL3SHcVEIlXvjCGGMqvSuvhAceKBig//tfDdwl4PNB5866KAZo57BdtnyQCVIj3A4RebmE53TOuZL3mDDGmHgyYoT24gosLefk6PMmTXR/hFatgoUL9dGxoz5//nk47jhd3cqqt03YNmcRyS3hOZ1zrnrRh8WWtTkbYyJyzjk6a1igbt20V1cJzJsH334L6ek6/hm0/fn003VstKlYyrPNuUMJHx2Le3EROV9EJovIOhHZKyI/icj9ItIw4JhxIuLCPFZE+H6NMaZk7rgD6tbNn7ZuXYl7b6ek6Bzb3bvr+OcLLoBWrbQwbr23TdhqbefcunK4/i3omOk7gQy0B/go4FQROcE5lwuMAZ4Pel0iujJWydd1M8aYSKSm6iQl11+vy0sB7NkDf/87tGihM4xFyOeDk0+G3bv1edu2Gu9FrGq7qgsbnMvJ2c65LQHPvxSRbej60H2AL5xzq4HVgS8SkX7ej+PLJZfGGAPaQaxFC/jrX3X1Cud0is8nnyxRcPYT0Tm327aF117T2cSuvTZvbWhT9cS0t3ZQYPab723bFPLSocAC59zS6OfKGGMKMWgQDBiQP23OHF0fugSSkuDGG7VJ2//cP92nqbricSjVKd52eaidInIi0AkrNRtjYuUf/9C1H/327tWlptYXtXBfaDNmwL33wiOPaM/tWbPg7LPh/vtt7u2qKq6Cszfz2D3AZ865cF2phwIH0Tbnws41XETSwj22bAlVaDfGmGJITdV658AlJletKvHkJP366VTeF1+sz/v00c5h9euXPqumYirR9J1lQUQaALOAw4EU51xGiGNqo4trzHTOnVea69lQKmNMqYSa3rNaNXjvvRK3P2dmagnar3lz7cXt81kHsXgXF9N3RpuI1EF7XncEBoQKzJ7BQBOsStsYE2sJCbo4RuD6z7m5cPfdJT7l99/rfCfp6fo8LQ3Gj9d0U7XEPDiLSE1gMpACnOmcW1zI4ZcDW7E1o40x8eAvfylY97x4cYk7h/Xrp7Xlxx2nc5ucdRbUqwfLlumkJabqiOlQKhGpBrwG9AX+5Jz7rpBjWwH9gWedcwfLKYvGGBNeQoJ2tQ5sa87NheHD4Q9/KNHKVSkp+tizR59fcIFuO3eOQn5NhRHrkvMzwAXAI8AeETk+4NE26NhL0S8TVqVtjIkfY8fqTCKBfvsNbrqpxKfMzNQlJDdt0udr1+rKVTZzWNUR6+A80Nv+G/g26HFV0LGXA0ucc9b6YoyJLw89BDWCKiKnTCnxWpA+n/YpO/JIDcwdOmhb9NSpFqCrilhPQpLonJMwj1FBx/Zwzh0do6waY0x4qalwwgn503JzdaByCfl8cP75GphBt4sL65FjKpVYl5yNMaZyeOih/OOeAb78ssQTk4CWkrOy8kZrrV0LL75opeeqwIKzMcZEQ2oq3HZb/rTt23W4VQn5fLBzJ3z1FTz3HDRuDB98oM3cM2aULrsmvllwNsaYaBk7Fk48MX/a9Onw8MMlPmViIvTsqROS7NihM4dt3Kg/Wwm68rLgbIwx0XTrrQXTnnuuxKdLStI1nn//XScnSUzUZSW/+Ubn4DaVkwVnY4yJpkGDoH37/Gm//Vbintugk5MMG6Yl6PR0rUHv3h0yMmxhjMrKgrMxxkTbXXfln9YzJwfuvLNUncOysqBNG11GOitLx0D/8ANMmGDV25WRBWdjjIm2K6+Eq6+GOnWgdm0N1OvXl6r0nJKii2LceKM+T07WVaw2b9bgbAG6crHgbIwxZeHOOzWCHjwI+/bB6tXwf/9XqtIz6HKSTZvmPd+3T7fbtpXqtCbOWHA2xpiykJAA/ftDw4Z5s4ctWAATJ5bqtD4fHHGEDq+aNEkD9dtvw7PP2vCqysSCszHGlJX+/bVaOztbZwzbu1frpktRvQ1anX355fCnP+nzCy6AM86IQn5N3LDgbIwxZSU1VRfACJw57PfftT26FHw+XaWqZ0/tHAY6vee8efDpp9b+XBlYcDbGmLL0l79AzZr50xYtKvGaz4GSkuCUU/KWk2zdWicnsfbnis+CszHGlKWEBDjuuILpw4dH5fRt28JLL2m7M8BHH8Hdd2sp2lRcFpyNMaashZq+87ffNKqWUr9+upx0586wZAn07q09uMeNswlKKjILzsYYU9ZSU+HMMwumRyE4AzRrpotiZGVpgG7cGL79Ft55x0rQFZUFZ2OMKQ8ffaSrVwRatqzU455BO4g1aaJV3FlZeeOgf/pJV7EyFY8FZ2OMKS99++Z/vmOHTlYSBSkp2iFs5Urta5aYqP3OXn8dbrklKpcw5ciCszHGlJdLLsk/rArgjTei0nMb4PrrYfRoOOooWLECzj8fOnaE5cu1ituGWFUcFpyNMaa8DBoEt92WPy07WycmiZJ+/WDgQP05LU1XrzpwwKq4KxoLzsYYU57GjoXLLsufNn++rgkZJddfr7OHNW6sHcT69NEq7+nTYfLkqF3GlCELzsYYU97GjoVGjfKnjR8fteptgDvugLPO0nm4QYdY1a6tbdIm/llwNsaY8paQAIMHF0z/17+idgmfT9ucjz9exzuvXau9uOfNg5dftjHQ8c6CszHGxMLYsQU7h61eXepFMYJ17Qr798O0aZCeDrt3a9vzyJEWoOOZBWdjjImFhISCQ6ucgxEjonqZlBS44grtGLZ7t24TEzVQ//hjVC9losiCszHGxMr//qezhwSaPRv+/e+oXsY/xWfbthqUzzgD6tfX4Va2BnR8suBsjDGxkpCgHcGqBf0rfvLJqMwcFigpSS+Xng6PPAJt2sCsWfDQQ/D001G9lIkCC87GGBNLgwbBiSfmT9u9GyZOjPql7rkH/vMfHVq1YYPOHNanD+TkWAk63lhwNsaYWHv44dAzh5WBIUO0HRp0kpLkZP0u8PHHNgY6nlhwNsaYWEtNhS5d8qf9+KPOJFIG+vXTkVytW0NGhgZogO+/tx7c8cKCszHGxIObbiqY9vHH0KtXmVzu4ou1qXvJEi1Bgy6S9fbb1gYdDyw4G2NMPLjySvjLXwqmf/99VKf29PP54KSToEEDDc7p6Trd5/z5usz0uHFRv6SJgAVnY4yJF/fdBy1aFEwfP14jZpQlJWmB/eyzNTA3bapTftatq3OhzJsX9UuaYrLgbIwx8SIhQafvqlmz4L6//71MArTPp/Nu79+vQ6s+/FDHQM+apfOhWCex2LDgbIwx8SQ1FZ57rmD6/v0wfHiZlaCvuAL+8Ad9vnWrrgl98CDMmWMl6Fiw4GyMMfHmyivhzjtBJH96bq4ujhHlCUpAe3Bfcw106wb79mla586QmamFeWuDLl8WnI0xJh6NHQsPPlhw9rAdO0L37I6ClBSdE6VHD32elKSP3bujupqlKQYLzsYYE69GjIDbby+Y/u67cMEFZXLJlBQtuLdurWOe/WOg167VIVY2Drp8WHA2xph4NnYsXH55wfR33oEbbiiTS/brB6efrlN8jh6tw6z27YPHH4f+/a2KuzxYcDbGmHg3bhwcc0zB9JdeKpP2Z9BpPi+9VNudQVe0atUKtm/XZadN2bLgbIwxFcGYMQU7iO3dW6bTeQ0bptXav/0GP/ygwTknR4db/etfVsVdliw4G2NMRTBoENxxR8H0Rx4pk+FVftdfDx06wIED8PnnUK+eDrV66y0dem0BumyIcy7WeYiJ5ORkl+afUNYYYyqKk06Cb77Jn1arFnz1lY6RLiOTJ+uQqs8/h1GjtJo7I0MX0yqD2UUrHBFZ4JxLjtb5rORsjDEVya23FqzePnAArr66TC87ZIiu/VyrFmzapKVp0JnExo2ziUqizYKzMcZUJIMGwdChBdMXLYJ//7tMLz1smAZoEZg9W0vPO3bA++/rOOjMzDK9fJVi1drGGFMR9eypATlQvXqwYoXO0V2Gxo3TEvOOHZCYqD/Xras/v/56mV46blm1tjHGGHjhBW3wDfT772U2e1ggfwl62zYdbt28uaZ/+qlWf9s46NKz4GyMMRVRaircf3/B9HffLdPe237DhsHDD8OJJ+qa0KmpunBGu3ZWxR0NFpyNMaaiGjECLrusYPrdd5fL5VNSdMnJFSu0artBA10Hes6ccstCpWXB2RhjKrKxY6F9+/xpv/5abuObnnlGL9WxI6Sl6YxiTZvCF1/AX/9q60GXlAVnY4ypyBIS4M03C7Y/v/deuWXhttvg7LO1U9iGDdqLu04dHQf9+ec2UUlJWHA2xpiKLjVVG38D7dwJf/pTuWVh2DBdMAO0mrtPH/154cLQE5uZwllwNsaYymDiRB1KFejjj+HII8stC888o4tlNG2qbdDdu+t83D/8AGedZSXoSFhwNsaYyiAhQefVDLZyJZx2WrllY9gwGD5ch1elp0Pjxhqgly/XErQF6OKx4GyMMZXFiBHahTrYzJllPntYoOuvhx49YPdu/W7QqpXOMDp3LjzxRLllo0Kz4GyMMZXJO+9oz6xg991XrgH6kUe053ZWlk71edRRGqwnT4YBA8otGxWWBWdjjKlMEhK0pBwuQD/8cLll5ZlntE9ajRo6zCrZm9xy3jzt3W3Cs+BsjDGVTWoqvPEGVAvxL/7WW3UKr3LyyCM6pWft2rB4MZxxhv48b552HjOhWXA2xpjKaNAguP320PtCrWpVhp55Rtug9++HadPg6KNhzx745BO48spyzUqFYcHZGGMqq7Fj4fLLC6bv2AGHH16uWZk+HU46CWrW1KFVSUngnLZHWxV3QRacjTGmMhs3Ds48s2D6xo1ahC1Hd90Fhx0G+/bB6tXQrJmubPXFF3D++eWalbhnwdkYYyq7jz4KvcbzkiXlNgc36Civ117TycyqV9fhVb17g4hOWmJt0HksOBtjTFXwzTc64XWw8ePLdYhVUhK8/jq0aKHDrNLSdEaxHTt0FNjf/15uWYlrFpyNMaYqSEjQGUE6dCi477774IILyi0rPh/ceKMG5d27de3nunW1JD15si03CRacjTGm6khIgDVrdDxTsHfeKfdZxK6/XqcD37tXHzVraqB+7DG45ZZyy0pcsuBsjDFVzYsvwhFHFEx//fVyzcZtt+l8282a6fNataB1a/35zTdhxoxyzU5ciWlwFpHzRWSyiKwTkb0i8pOI3C8iDUMce7yITBOR7SKyR0QWi8hFsci3McZUaAkJ2jMreBax5s3LPSvXX6/zojRrptXaCQla3Z2ZCVdcUXUXyoh1yfkWIAe4EzgDeA64FpghIofyJiJ/Ar4CNgGXAIOB/wIhejcYY4wpUmoqPPWUdpsGrVO+666YZOW22+D007XkvHKlfkfIzYUNG7QGPjMzJtmKKXHOxe7iIi2cc1uC0oYC44G+zrkvvFL0auB159xN0bp2cnKyS0tLi9bpjDGmYpo6VQcan3aazioWQyedBAsX6kxiPh/89pumt2oFS5dqWrwSkQXOueRona9GtE5UEsGB2TPf27bxthcALYBHyyVTxhhTlQwaFPOg7Pf113DssbBokQbmhg1h1y79+Y9/1FJ1VRHrau1QTvG2y73tScA24GivnTlbRNaLyEgRqR6bLBpjjCkL338PRx6pP+/apStagbY9p6bGLl/lLa6Cs4i0Ae4BPnPO+eucDwfqAa8D44DT0Wrvu4BHCjnXcBFJC/fYsiVUod0YY0ysXXedtj8DZGfnpc+bV3Wm+Yxpm3MgEWkAzEKDcYpzLsNL/xToB/zLOfdYwPHPAVcCLZxzOyK9nrU5G2NM/Bo3Tnty79mTP93ng1GjdF88iXabc1yUnEWkDjAV6AgM8Admj7+fXvCIt0+BmkC3ss+hMcaY8jRsGAwenPfcvzR1ZqZOaFbZx0DHPDiLSE1gMpACnOmcWxx0yFJvG1zEF2+bW4bZM8YYEyOvvQZ9+mhgzs2F+vU1ffNmmDIlljkre7GehKQa8BrQFxjsnPsuxGFTvG3wfHMDgH3AkjLLoDHGmJi6805ITNSf9+zR4dg5OTrJWWWe4jPWJedn0KFSjwB7vFnA/I+2AM65JWhHsHtE5FYROV1EHgCuAh50zu2OVeaNMcaUrX794J//1GFVoCVo0I5ikyZp23RlFOvgPNDb/hv4NuhxVcBxVwOPATcAHwPnATc750aVW06NMcbExPXXQ//+Wr2dk6OlZ4Bff9XpwCvjDGJx01u7vFlvbWOMqViOOQYWB/dKQtulZ84s9+zkUyl7axtjjDFFOeccaNSoYPrixfDgg+WenTJlwdkYY0yFcM892gbtr9b2zx6WmQnz54d/XUVkwdkYY0yF8c47eb23A2cPmzwZOneOSZbKhAVnY4wxFUq/fnljngOJaJCuDCw4G2OMqVCeeQZOPTVvKWr/duXKyjO0yoKzMcaYCueuu7T3NujwKr9p0yrH4hgWnI0xxlQ4KSmwb1/B9OxsmDtXl5isyCw4G2OMqZCWLYMWLQqmZ2TAiSeWf36iyYKzMcaYCuuCC6BevYLpBw7A3/9e/vmJFgvOxhhjKqxnnoH27Qum79gR+1nDSsOCszHGmArtzDNDzxy2ejVcemn55ycaLDgbY4yp0B55JHTp+cCB0HNxVwQWnI0xxlR4kyfrAhjBli+vmKVnC87GGGMqvKQkWLq0YHp2tgbuijZzmAVnY4wxlcLmzdCxY8H0/fvh1lvLPz+lYcHZGGNMpdG8eej0NWvg7LPLNy+lYcHZGGNMpTF3bvh9H35YfvkoLQvOxhhjKpWnngo9MQlA167lm5eSsuBsjDGmUrn+emjdOvS+9esrRucwC87GGGMqndWrQ6/5vHs3XH55+ecnUhacjTHGVEqHHx46fc8eGDCgfPMSKQvOxhhjKqWVK+Hoo0Pv27ixfPMSKQvOxhhjKq2RI6Fu3YLpixeHL1nHAwvOxhhjKq0hQ8L33N64Ee6+u3zzU1wWnI0xxlRqW7eG7hwG8Nhj5ZuX4rLgbIwxptIrrHPYMceUb16Kw4KzMcaYSm/lyvD74nFZSQvOxhhjqoSVK6FWrdD7wlV7x4oFZ2OMMVVCUhLUrBl63++/w7hx5ZqdQtWIdQaMMcaY8rJ7t25FdHv55fEVlP2s5GyMMabKKawNOh5YcDbGGFPlJCVpO3OfPrHOSWhWrW2MMaZK8ldxxyMrORtjjDFxxoKzMcYYE2csOBtjjDFxxoKzMcYYE2csOBtjjDFxxoKzMcYYE2csOBtjjDFxxoKzMcYYE2csOBtjjDFxxoKzMcYYE2csOBtjjDFxxoKzMcYYE2csOBtjjDFxxoKzMcYYE2fEORfrPMSEiGwB1hXz8ObA1jLMTlVn97fs2T0uW3Z/y1ZFuL/tnXMtonWyKhucIyEiac655Fjno7Ky+1v27B6XLbu/Zasq3l+r1jbGGGPijAVnY4wxJs5YcDbGGGPijAVnY4wxJs5YcDbGGGPijAVnY4wxJs5YcC6eF2OdgUrO7m/Zs3tctuz+lq0qd39tnLMxxhgTZ6zkbIwxxsQZC87GGGNMnLHg7BGRaSLiROTeCF93h/e6r8sqb5VBce+viCSLyIsiskJEfheRX0TkNRHpUF55ragi+QyLSB0ReVhENorIXhH5VkROLo98VgQiMkBEvhCRTSKyX0QyROQtEelajNe2E5Hx3mf3dxFZKSL3ikj98sh7RVGae+y9vouIvC0iW73P8E8i8o+yznd5qRHrDMQDEbkY6FGC13UE/g1sjnqmKpEI7+9FQDfgSWAp0Aa4C0gTkZ7OufVlk8uKrQSf4ZeAPwEjgDXA34HpIvJH59zC6OewwmkGLACeBbYA7YDbge9E5GjnXMhFc7wA/BlQE/3c/gIcB4wGkoA/l33WK4wS3WPQL/HAF8As4CpgB3p/G5RxnsuPc65KP4AmwCbgYsAB90bw2unAC+gH5OtYv5d4fER6f4EWIdLaA7nAPbF+P/H4KME97uEd99eAtBrAT8DUWL+feH0AR3r37V+FHNPfO6Z/UPoDQDZQL9bvI54fxbzH1dAv7u/FOr9l+bBqbXgIWOqcmxTJi0TkEuBY4I4yyVXlEdH9dc5tCZG2Dv1m3SbKeassIv0MDwIOAm/6E5xz2cAbwAARqR39LFYKmd72YCHH1PK2O4PSt6NBRaKcp8qmOPe4D9AVeKzMcxNDVTo4i8hJwFDgughf1xR4HLjVObetLPJWGZT0/oY4TxegJbA8GvmqTEp4j7sBa51zvwelL0WDS6coZa/CE5HqIlJLRJLQWrJN6JeYcD4DVgEPikhXEWkgIqcB/wCed87tKftcVywluMcneds6IvKdiBwUkc0i8qSI1C3zDJeTKhucRaQm+kF4xDn3U4QvfxhYCYyLdr4qi1Le38Dz1ACeR0vOL0Upe5VCKe5xMyArRPq2gP1GzQX2o3/vxwCnOefC9jFxzu1Dg4e/6nUX8DnwIXB9mee2YoroHgOHe9s3gU+Bfmjt0VXA62WYz3JVlTuE3QbUBcZG8iIR6Y2WVI51XgOICalE9zeEp4ETgD8550IFlKqspPdY0Ha9UOkmv8uARkBH4BZghoic5JxLD3WwiNRBg0ZL77W/ACnA3Wib87XlkOeKJqJ7TF6hcqJz7m7v51kiUh14QES6OueWlWmOy0GVDM4i0g7tZX0VUDuoja22iDQBdjnnckK8/AW0BJfhHQd6H6t7z/c65/aXVd4rglLe38Dz3A8MBy53zn1aVvmtiEp5j7ehPWODNQ3YbwDnnL8pZa6IfAKkoz2KrwnzkivRNtFOzrnVXtpXIrIDeFFEnnfOLSrDLFc4JbjH/nbpGUHpn6Id73oCFT44V9Vq7Y5AHWAiWr3nf4B+c8sCjg7z2i7ohybwdScCx3s/2zfj0t1fAETk3+gf6D+ccxPKLqsVVmnu8VKgg4jUC0rvChwAfo56bisB59x29N4U1iZ/NJAVEJj95nnbLmWQtUqjmPd4qf/woHR/zU9ulLMVE1Wy5AwsBE4NkT4T/Wf3EuH/QYV63RNAdeCGQl5XlSyk5PcXEbkRuBf4t3PuqbLIYCWwkJLf46nouNsLgPFwqG3/z8CnVb3mJxwRaQUcBbxWyGGbgKYi0sk5F3j/U73thrLKX2VQzHv8CdpGfQbalu83wNumlU3uylmsx3LF04OgMaLo+Nps4O4iXjcLG+cclfuLTkKSi/4BHh/06Brr9xDvj+J+htHesFlotXhf4B1gH9qXIubvI9YP4D10EpHB6Jegq4EV6JCozuHuLZCIDqNaCVzuvXaEl5YGVIv1e4uXR0nvsZc+0ku/DzgdrWXbC4yL9fuK1qOqlpyLS9AScVWt/i9roe7vGV76Gd4j0Jdoe54pvnCf4b+iHcnuRScxWQSc4Zz7vlxzF7++Ay4E/oUOL1uPfgm/3+V1VCpwb51z6SJyPDAKvbfNvde+CIx1zlWKKtcoKdE99tyD9oS/Dm3G2YiOohlT1pkuL7ZkpDHGGBNnrERojDHGxBkLzsYYY0ycseBsjDHGxBkLzsYYY0ycseBsjDHGxBkLzsYYY0ycseBsjDHGxBkLzsYYY0ycseBsKiURSRQRJyLjYpiHV71F4OvHKg/FUR73qqyvEY3zRyuPItLLO8+VpTmPqdosOBtTBkQkGfgL8IBzbk9A+hbvH3dxH+GWzTNxyjm3AJgC3CsiDWKcHVNB2dzaxpSN+9DFDp7zJ3gl6GeCjquBrst8ALg/xHmmlVUGA2xAlzLcUQ7XimfRvA/3A3OBG9HPgjERseBsTJSJSGd0pZz/Oef2+tO9EvSooGN7oMF5sXMu377y4pw7iK4GVKVF8z445+aJyArgahF50DmXE43zmqrDqrVNlSMiF4rIVyKyQ0T2ishiEblDRGqHOFZE5B8iskxE9onIBhF5WkQai0i6iKSHuMQV6Go6bxYjO8nedkHJ31HphGtrDUz3fn5DRLZ69yFNRM6KwrWriciT3nXeFZE6QftTReQdEdkkIgdEZL2IvCAihxdx3j/6z1nIMctFZL+INAt+v0HHlfQ+vAG0Q7+oGRMRC86mShGR+9Cg2QV4HXgaDaT3AdNFpGbQS54BngAao8v+TQL6AzOA4GP9Tgdy0CXxitLL28bzAvHtgXnoWsUT0PvXHXhfRE4t6Um9QPwWcAN6n893zu0L2P9X4BtgIDAT/T2koWtQp4lIu3Dnds59C/wEnCUivhDXTgGOAj5wzm0rZpYjvQ/feNt+xTy/MXlivaC0PexRFg/0H6gjYPF14I9e2i9A64D0GsAH3r47A9J7e2k/AU0C0msBX3n70oOuWx9dBH5xMfM51zvPsfF0r4LSHTAyaN8AL/3jklwDaAbMBnKB20Ic3xlth/8ZaBO07zT0y897Rfy+7/DSrg9x/me8fWeX1X1Av9A5YF6s/x7sUfEeVnI2VckV3vZe59wmf6JzLhtd8D0XLZX5Xe5txzrntgccfwD9xx9KG3Rx+I1FZUZEagDHoEFoSfHeQqHn+5uIrBGRbBF5IVxaCawD7g1McM5NR7/kpJQgn+3RUmUqcJlz7sEQh12L1kz8wzm3IejaXwBTgbNFpGEhl5qA/k4vD0wUkVrARcBm4JMIsh7RfXDO7QD2oVXbxkTEOoSZquRYb/tF8A7n3EoRyQA6iEgTLxj/wdv9dYhzfYeWkIP5q1CzipGfbkAdYIEX8EtMRI5Ce4Zf4OVtV6i0Ep5+oQvdoWk9WhsRiSOBb9EahoHOuc/DHOc/7ykiclyI/S3RL0GdCdNe75zLEJHPgX4i0tU5t8zbdTZacn/c+2JWXCW5D9uAVhFcwxjAgrOpWhp723Cl2o1oKacxsD3g+N+CD3TO5YhIZohz+Htn1wmxL1g0O4MNApY4597zJ4hIgbQS2h4mPZvI+610RgPjQuD7Qo7zf8kZUcT5ihpHPA5t870cuM1L85ekxxfx2mDbw6QXdh/qkveZMKbYrFrbVCX+8autw+w/LOi4nd62QMlHRKqTF0ACbfa2ofYFK1ZnMBFpIzrbWKaIbBeRySLSKmD/SuBBoIfXq/i9UGnFyE95+AC4E+gJfC4izcMc5/8dNHbOSSGPL4u43nvo7/EvIlJdRFqgHcwWOecWReH9hCUi1YAm5H0mjCk2C86mKvnB2/YJ3iEinYC2wNqA9mX/8SeFONfxhK552ghsQatvi+IPzmFLziLSAS1hbvDy0QdoDjwfcNhJwErgP+gXjMvDpMUF59z9wD/RZoOZgV80Avh7uvcu5bX2oj3CD0d70V+K/t4iLTWXxJHoSICF5XAtU8lYcDZVycve9j9eCQo4VAp+BP17eCng+Fe97b9FpHHA8bUIM+uTc86hPbmbewE/pAg6gz0PvOScu8M5t9w5txAYA/QNOGYn0BH4xjm3yTm3M0xa3HDOPYF2+uoGfBli3PLTwEHgcW9Sl3xEpJaIFDdwj/O2Q71HNvBaCbIdqeO97cxyuJapZKzN2VQZzrk5IvIQcCuwRETeAfag1Zzd0Y5fDwcc/6WIvAgMB5aKyGQ0YJyNVrv+ivYGDjYZGIIOs/k5THaK7AzmjePtD/QWkRsDdlUHfg943h39W15YRFpccc49LyL70C9EX4nIac65X7x9K0TkCvQL1VIRmYbWBNRE+wX0RmsojirGdb4RkZ/RjnE10bHN5VHV3B8d8vV+OVzLVDIWnE2V4py7TUR+AK5HS1E1gdVo9e+jIQLlteiUjlcD1wCZaDvmnUCG99pgk9FOZEMpOJe2X5FV2mi77M6AYwMdCDpuXeBwrzBpccc5N05E9qO1FP4AvcbbN1FEFqHD3E5Fg90e9EvROxRvBja/8WiNg//nMuXVtJwDfOicW1/W1zOVj2gtnDEmEiKShJbk3nDOXRxi/x1o1fexzrkfgvcX8xoD0Q5UTZxzuws57mmgrXPunMLSTPkRkRuAJ4GTnXOzY50fU/FYm7MxhRCR1l6v28C0euhUkqCl6FAeRyenuKcUl/8OHS89QUT+ICJHiEg/EXkmKE89KVh9HSrNlAMRqYtOUjPZArMpKQvOxhTuJmCtiIwXkQe8RRF+As5EZ5d6O9SLnM4RfRk6B3T9klzYOZeFtoc3RjsVLUQ7rmU453JBF+ZAO5Yt9L8uVJopV4noPOy3xDgfpgKzam1jCiEifdF/sj3RyTOy0ers14EnnC4zaIwxUWXB2RhjjIkzVq1tjDHGxBkLzsYYY0ycseBsjDHGxBkLzsYYY0ycseBsjDHGxBkLzsYYY0ycseBsjDHGxBkLzsYYY0yc+X93owqBrrZ1FQAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize = (7.5, 7.5))\n", + "\n", + "plt.plot(np.log10(clus_1.star_systems['Teff']),\n", + " np.log10(clus_1.star_systems[\"L\"]),\n", + " \"r.\", label=\"BPASS Cluster\", alpha=0.5)\n", + "plt.plot(np.log10(clus_2.star_systems['Teff']),\n", + " np.log10(clus_2.star_systems[\"L\"]),\n", + " \"b+\", label=\"MISTv1\", alpha=0.15)\n", + "plt.xlabel(\"log($T_{eff}$ in kelvin)\")\n", + "plt.ylabel(\"log(L in watts)\")\n", + "plt.title(\"HR Diagram of clusters at solar metallicity \\n\" +\n", + " \" and 10 million years age\")\n", + "plt.gca().invert_xaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Looking at which stars are the white dwarves?" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([], dtype=int64)" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import numpy as np\n", + "np.where(clus_1.star_systems['phase'] == 101.0)[0]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Black Holes?" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([], dtype=int64)" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.where(clus_1.star_systems['phase'] == 103.0)[0]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Do we have any neutron stars?" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([], dtype=int64)" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.where(clus_1.star_systems['phase'] == 102.0)[0]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's make sure that I am getting just about enough star mass for my cluster. (It was a bug before I used an adjustment factor.)" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1997.7272166461355" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "clus_1.star_systems['systemMass'].sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1999.431851591159" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "clus_2.star_systems['systemMass'].sum()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What systems do all of these companions correspond to?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Showing the current-mass and current-luminosity relationship of the clusters." + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the mass-luminosity relationship\n", + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(clus_1.star_systems['mass_current'], np.log10(clus_1.star_systems[\"L\"]),\n", + " \"r.\", label=\"Cluster_w_Binaries made from BPASS\", alpha =0.2)\n", + "plt.plot(clus_2.star_systems['mass_current'],\n", + " np.log10(clus_2.star_systems[\"L\"]), \"r.\", alpha=0.2)\n", + "plt.xlabel(\"log(Current Mass in solar masses)\")\n", + "plt.ylabel(\"log(L in Watts)\")\n", + "plt.title(\"log-Mass-logL of BPASS Cluster at Z_solar and\\n\" +\n", + " \" 10**7.0 years age (Using mass current)\")\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What phases exist in the cluster?" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='phase' dtype='float64' length=2>\n", + "\n", + "\n", + "\n", + "
-99.0
5.0
" + ], + "text/plain": [ + "\n", + "-99.0\n", + " 5.0" + ] + }, + "execution_count": 49, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(clus_1.star_systems['phase'])" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Table length=1147\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
masssystemMassTeffLloggisWRmass_currentphasemetallicityisMultiplemergedm_ubv_Um_ubv_Vm_ubv_Bm_ubv_Rm_ubv_I
float64float64float64float64float64float64float64float64float64boolfloat64float64float64float64float64float64
0.474292597781683640.47429259778168364nannannannannan-99.00.0False0.0nannannannannan
0.403323796832225630.40332379683222563nannannannannan-99.00.0False0.0nannannannannan
0.65373710849192430.6537371084919243nannannannannan-99.00.0False0.0nannannannannan
0.71309182684031670.7130918268403167nannannannannan-99.00.0False0.0nannannannannan
0.66264605997298790.6626460599729879nannannannannan-99.00.0False0.0nannannannannan
0.402831180283462150.40283118028346215nannannannannan-99.00.0False0.0nannannannannan
0.54997479649529920.5499747964952992nannannannannan-99.00.0False0.0nannannannannan
0.55786246033308980.5578624603330898nannannannannan-99.00.0False0.0nannannannannan
0.66549541230086480.6654954123008648nannannannannan-99.00.0False0.0nannannannannan
0.47069169463416420.4706916946341642nannannannannan-99.00.0False0.0nannannannannan
................................................
0.496129402058592850.49612940205859285nannannannannan-99.00.0False0.0nannannannannan
0.76974684957922910.7697468495792291nannannannannan-99.00.0False0.0nannannannannan
0.60449775067826760.6044977506782676nannannannannan-99.00.0False0.0nannannannannan
0.465918276376730060.46591827637673006nannannannannan-99.00.0False0.0nannannannannan
0.52640476787734390.5264047678773439nannannannannan-99.00.0False0.0nannannannannan
0.56914203794066250.5691420379406625nannannannannan-99.00.0False0.0nannannannannan
0.724190601556780.72419060155678nannannannannan-99.00.0False0.0nannannannannan
0.47161445397055480.4716144539705548nannannannannan-99.00.0False0.0nannannannannan
0.54756879092729720.5475687909272972nannannannannan-99.00.0False0.0nannannannannan
0.7021444705280950.702144470528095nannannannannan-99.00.0False0.0nannannannannan
" + ], + "text/plain": [ + "\n", + " mass systemMass Teff ... m_ubv_B m_ubv_R m_ubv_I\n", + " float64 float64 float64 ... float64 float64 float64\n", + "------------------- ------------------- ------- ... ------- ------- -------\n", + "0.47429259778168364 0.47429259778168364 nan ... nan nan nan\n", + "0.40332379683222563 0.40332379683222563 nan ... nan nan nan\n", + " 0.6537371084919243 0.6537371084919243 nan ... nan nan nan\n", + " 0.7130918268403167 0.7130918268403167 nan ... nan nan nan\n", + " 0.6626460599729879 0.6626460599729879 nan ... nan nan nan\n", + "0.40283118028346215 0.40283118028346215 nan ... nan nan nan\n", + " 0.5499747964952992 0.5499747964952992 nan ... nan nan nan\n", + " 0.5578624603330898 0.5578624603330898 nan ... nan nan nan\n", + " 0.6654954123008648 0.6654954123008648 nan ... nan nan nan\n", + " 0.4706916946341642 0.4706916946341642 nan ... nan nan nan\n", + " ... ... ... ... ... ... ...\n", + "0.49612940205859285 0.49612940205859285 nan ... nan nan nan\n", + " 0.7697468495792291 0.7697468495792291 nan ... nan nan nan\n", + " 0.6044977506782676 0.6044977506782676 nan ... nan nan nan\n", + "0.46591827637673006 0.46591827637673006 nan ... nan nan nan\n", + " 0.5264047678773439 0.5264047678773439 nan ... nan nan nan\n", + " 0.5691420379406625 0.5691420379406625 nan ... nan nan nan\n", + " 0.72419060155678 0.72419060155678 nan ... nan nan nan\n", + " 0.4716144539705548 0.4716144539705548 nan ... nan nan nan\n", + " 0.5475687909272972 0.5475687909272972 nan ... nan nan nan\n", + " 0.702144470528095 0.702144470528095 nan ... nan nan nan" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "clus_1.star_systems[np.where(clus_1.star_systems['phase']==-99)[0]]" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Table length=0\n", + "
\n", + "\n", + "\n", + "
massisMultiplesystemMassTeffLloggisWRmass_currentphasemetallicitym_ubv_Um_ubv_Bm_ubv_Vm_ubv_Rm_ubv_I
float64boolfloat64float64float64float64float64float64float64float64float64float64float64float64float64
" + ], + "text/plain": [ + "\n", + " mass isMultiple systemMass Teff ... m_ubv_B m_ubv_V m_ubv_R m_ubv_I\n", + "float64 bool float64 float64 ... float64 float64 float64 float64\n", + "------- ---------- ---------- ------- ... ------- ------- ------- -------" + ] + }, + "execution_count": 51, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "clus_2.star_systems[np.where(clus_2.star_systems['phase']==-99)[0]]" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "astroconda", + "language": "python", + "name": "astroconda" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.10" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/Test_Plots/TestPlot_8.2_MIST_1.0.ipynb b/Test_Plots/TestPlot_8.2_MIST_1.0.ipynb new file mode 100755 index 00000000..3520aa85 --- /dev/null +++ b/Test_Plots/TestPlot_8.2_MIST_1.0.ipynb @@ -0,0 +1,2276 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Testing the BPASS Isochrone at $10^{8.2}$ Years Age and Compared with MIST Model. (Solar Metallicity)\n", + "In this BPASS isochrone and cluster plot, I go over the BPASS isochrone for 1 billion years age, solar metallicity, AKs=0.0, and distance of 2000 parsecs from Earth. From the isochrone and cluster, we discuss several plots such as the log_g frequency distribution of the isochrone, the color magnitude diagram ($B-V$ vs $M_V$), and the mass luminosity relationship of the cluster." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/pysynphot/locations.py:345: UserWarning: Extinction files not found in /g/lu/models/cdbs/extinction\n", + " warnings.warn('Extinction files not found in %s' % (extdir, ))\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/pysynphot/refs.py:125: UserWarning: No thermal tables found, no thermal calculations can be performed. No files found for /g/lu/models/cdbs/mtab/*_tmt.fits\n", + " 'no thermal calculations can be performed. ' + str(e))\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "We found files from which we can create our isochrone\n", + "Evolution Models of potential saved isochrone and desired isochrone\n", + "BPASS\n", + "BPASS\n", + "Atmosphereic Models of potential saved isochrone and desired isochrone\n", + "get_merged_atmosphere\n", + "get_merged_atmosphere\n", + "Reddening Laws of potential saved isochrone and desired isochrone\n", + "N09\n", + "N09\n", + "We (re)compute\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/units/quantity.py:479: RuntimeWarning: invalid value encountered in true_divide\n", + " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n", + "/u/ryotainagaki/Desktop/PyPopStar/spisea/evolution.py:1807: RuntimeWarning: overflow encountered in power\n", + " (1 / cs.au) * un.m)\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/units/quantity.py:479: RuntimeWarning: divide by zero encountered in true_divide\n", + " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Changing to T= 50000 for T= 52330 logg=8.47\n", + "Changing to logg=5.00 for T= 52330 logg=8.47\n", + "Changing to logg=5.00 for T= 44758 logg=8.49\n", + "Changing to logg=5.00 for T= 36146 logg=8.54\n", + "Changing to logg=5.00 for T= 38774 logg=8.52\n", + "Changing to logg=5.00 for T= 38361 logg=8.50\n", + "Changing to T= 50000 for T= 73161 logg=8.45\n", + "Changing to logg=5.00 for T= 73161 logg=8.45\n", + "Changing to logg=5.00 for T= 37966 logg=5.70\n", + "Changing to logg=5.00 for T= 39842 logg=5.51\n", + "Changing to logg=5.00 for T= 32888 logg=5.68\n", + "Changing to logg=5.00 for T= 45669 logg=8.52\n", + "Changing to logg=5.00 for T= 35701 logg=8.52\n", + "Changing to logg=5.00 for T= 37547 logg=5.70\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 38974 logg=5.38\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 35701 logg=8.52\n", + "Changing to logg=5.00 for T= 39110 logg=5.45\n", + "Changing to logg=5.00 for T= 38030 logg=5.34\n", + "Changing to logg=5.00 for T= 35710 logg=8.52\n", + "Changing to logg=5.00 for T= 39081 logg=5.47\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38681 logg=5.49\n", + "Changing to logg=5.00 for T= 39333 logg=5.52\n", + "Changing to logg=5.00 for T= 37796 logg=5.52\n", + "Changing to logg=5.00 for T= 39001 logg=5.46\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 39098 logg=5.41\n", + "Changing to logg=5.00 for T= 39018 logg=5.53\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 34722 logg=5.55\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 37968 logg=5.42\n", + "Changing to logg=5.00 for T= 39042 logg=5.41\n", + "Changing to logg=5.00 for T= 39090 logg=5.47\n", + "Changing to logg=5.00 for T= 47516 logg=9.02\n", + "Changing to logg=5.00 for T= 38778 logg=5.38\n", + "Changing to logg=5.00 for T= 43455 logg=8.58\n", + "Changing to logg=5.00 for T= 38810 logg=5.36\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 32931 logg=5.73\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38008 logg=5.41\n", + "Changing to logg=5.00 for T= 42300 logg=8.53\n", + "Changing to logg=5.00 for T= 38543 logg=5.67\n", + "Changing to logg=5.00 for T= 35665 logg=8.52\n", + "Changing to logg=5.00 for T= 38216 logg=5.28\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 38912 logg=5.40\n", + "Changing to logg=5.00 for T= 42300 logg=8.53\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 35759 logg=5.48\n", + "Changing to logg=5.00 for T= 35776 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 43455 logg=8.58\n", + "Changing to logg=5.00 for T= 37645 logg=8.47\n", + "Changing to logg=5.00 for T= 37474 logg=5.67\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 38938 logg=5.41\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 38864 logg=5.34\n", + "Changing to logg=5.00 for T= 38164 logg=5.31\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 39126 logg=5.42\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 45739 logg=8.21\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 35706 logg=8.52\n", + "Changing to logg=5.00 for T= 38268 logg=5.57\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 42300 logg=8.53\n", + "Changing to logg=5.00 for T= 35714 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 35715 logg=8.52\n", + "Changing to logg=4.50 for T= 39634 logg=4.15\n", + "Changing to logg=5.00 for T= 40536 logg=5.52\n", + "Changing to logg=5.00 for T= 34113 logg=5.11\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 40751 logg=8.18\n", + "Changing to logg=5.00 for T= 42300 logg=8.53\n", + "Changing to logg=5.00 for T= 43455 logg=8.58\n", + "Changing to logg=5.00 for T= 38868 logg=5.45\n", + "Changing to logg=5.00 for T= 35519 logg=8.51\n", + "Changing to logg=5.00 for T= 39136 logg=5.47\n", + "Changing to logg=5.00 for T= 39036 logg=5.38\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 33207 logg=5.01\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 38863 logg=5.61\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 45954 logg=8.68\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 38886 logg=5.50\n", + "Changing to logg=5.00 for T= 39074 logg=5.38\n", + "Changing to logg=5.00 for T= 42300 logg=8.53\n", + "Changing to logg=5.00 for T= 38499 logg=5.32\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 39105 logg=5.40\n", + "Changing to logg=5.00 for T= 38901 logg=5.40\n", + "Changing to logg=5.00 for T= 38260 logg=5.41\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 38820 logg=5.38\n", + "Changing to logg=5.00 for T= 39086 logg=5.37\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 37638 logg=5.66\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 45669 logg=8.52\n", + "Changing to logg=5.00 for T= 35706 logg=5.17\n", + "Changing to logg=5.00 for T= 41390 logg=5.50\n", + "Changing to logg=5.00 for T= 39027 logg=5.57\n", + "Changing to logg=5.00 for T= 40930 logg=5.50\n", + "Changing to logg=5.00 for T= 31378 logg=8.25\n", + "Changing to logg=5.00 for T= 35709 logg=8.52\n", + "Changing to logg=5.00 for T= 39059 logg=5.38\n", + "Changing to T= 50000 for T= 52469 logg=8.18\n", + "Changing to logg=5.00 for T= 52469 logg=8.18\n", + "Changing to logg=5.00 for T= 39097 logg=5.40\n", + "Changing to logg=5.00 for T= 40327 logg=8.45\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 43455 logg=8.58\n", + "Changing to logg=5.00 for T= 38866 logg=5.46\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 33157 logg=5.77\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 37690 logg=5.71\n", + "Changing to logg=5.00 for T= 38205 logg=5.40\n", + "Changing to logg=5.00 for T= 39156 logg=5.49\n", + "Changing to logg=5.00 for T= 45669 logg=8.52\n", + "Changing to logg=5.00 for T= 35714 logg=8.52\n", + "Changing to logg=5.00 for T= 35722 logg=8.52\n", + "Changing to logg=5.00 for T= 37950 logg=5.39\n", + "Changing to logg=5.00 for T= 37640 logg=8.47\n", + "Changing to logg=5.00 for T= 35929 logg=8.18\n", + "Changing to logg=5.00 for T= 39474 logg=5.51\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 45669 logg=8.52\n", + "Changing to logg=5.00 for T= 38945 logg=5.49\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 43455 logg=8.58\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 34757 logg=5.54\n", + "Changing to logg=5.00 for T= 35710 logg=8.52\n", + "Changing to logg=5.00 for T= 33652 logg=5.61\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 35715 logg=8.52\n", + "Changing to logg=5.00 for T= 47227 logg=8.14\n", + "Changing to logg=5.00 for T= 38030 logg=5.41\n", + "Changing to logg=5.00 for T= 38796 logg=5.38\n", + "Changing to logg=5.00 for T= 38530 logg=5.55\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38942 logg=5.43\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 34986 logg=5.58\n", + "Changing to logg=5.00 for T= 33657 logg=5.67\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 45669 logg=8.52\n", + "Changing to logg=5.00 for T= 39010 logg=5.57\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 38062 logg=5.44\n", + "Changing to logg=5.00 for T= 35708 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38751 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 38924 logg=5.38\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to T= 50000 for T= 55186 logg=8.12\n", + "Changing to logg=5.00 for T= 55186 logg=8.12\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 41051 logg=8.91\n", + "Changing to logg=5.00 for T= 38968 logg=5.47\n", + "Changing to logg=5.00 for T= 38751 logg=8.52\n", + "Changing to logg=5.00 for T= 35722 logg=8.52\n", + "Changing to logg=5.00 for T= 34428 logg=5.62\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 37422 logg=5.67\n", + "Changing to logg=5.00 for T= 34980 logg=5.56\n", + "Changing to logg=5.00 for T= 34191 logg=8.16\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 37820 logg=5.74\n", + "Changing to logg=5.00 for T= 38913 logg=5.59\n", + "Changing to logg=5.00 for T= 38797 logg=5.34\n", + "Changing to logg=5.00 for T= 35649 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 35392 logg=8.22\n", + "Changing to logg=5.00 for T= 35709 logg=8.52\n", + "Changing to logg=5.00 for T= 37225 logg=5.46\n", + "Changing to logg=5.00 for T= 38747 logg=5.38\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 39121 logg=5.40\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 37138 logg=5.69\n", + "Changing to logg=5.00 for T= 35041 logg=8.49\n", + "Changing to logg=5.00 for T= 35098 logg=8.49\n", + "Changing to logg=5.00 for T= 38377 logg=5.39\n", + "Changing to logg=5.00 for T= 39010 logg=5.64\n", + "Changing to logg=5.00 for T= 39290 logg=5.53\n", + "Changing to logg=5.00 for T= 37889 logg=5.54\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=0.00 for T= 3317 logg=-0.19\n", + "Changing to logg=5.00 for T= 34340 logg=5.63\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 39098 logg=5.57\n", + "Changing to logg=0.00 for T= 3317 logg=-0.19\n", + "Changing to logg=5.00 for T= 44961 logg=8.20\n", + "Changing to logg=5.00 for T= 37700 logg=5.76\n", + "Changing to logg=5.00 for T= 35041 logg=8.49\n", + "Changing to T= 50000 for T= 80369 logg=8.32\n", + "Changing to logg=5.00 for T= 80369 logg=8.32\n", + "Changing to T= 50000 for T=196662 logg=7.28\n", + "Changing to logg=5.00 for T=196662 logg=7.28\n", + "Changing to logg=5.00 for T= 39296 logg=5.53\n", + "Changing to logg=5.00 for T= 33848 logg=5.68\n", + "Changing to logg=5.00 for T= 42994 logg=5.57\n", + "Changing to logg=5.00 for T= 37933 logg=5.39\n", + "Changing to logg=5.00 for T= 34437 logg=5.46\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 42289 logg=5.55\n", + "Changing to logg=5.00 for T= 37723 logg=5.77\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 31631 logg=5.78\n", + "Changing to logg=5.00 for T= 35046 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 39033 logg=5.45\n", + "Changing to logg=5.00 for T= 35123 logg=8.49\n", + "Changing to logg=5.00 for T= 35233 logg=8.21\n", + "Changing to logg=5.00 for T= 39162 logg=5.48\n", + "Changing to T= 50000 for T= 91531 logg=8.30\n", + "Changing to logg=5.00 for T= 91531 logg=8.30\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 44686 logg=8.19\n", + "Changing to T= 50000 for T=172024 logg=7.24\n", + "Changing to logg=5.00 for T=172024 logg=7.24\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 38002 logg=5.45\n", + "Changing to logg=5.00 for T= 38718 logg=5.32\n", + "Changing to logg=5.00 for T= 35041 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 37054 logg=5.15\n", + "Changing to logg=5.00 for T= 34271 logg=5.61\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 31499 logg=8.21\n", + "Changing to logg=5.00 for T= 39297 logg=5.50\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 39015 logg=5.63\n", + "Changing to logg=5.00 for T= 35041 logg=8.49\n", + "Changing to logg=5.00 for T= 39282 logg=5.39\n", + "Changing to T= 50000 for T=122659 logg=7.98\n", + "Changing to logg=5.00 for T=122659 logg=7.98\n", + "Changing to logg=5.00 for T= 39152 logg=5.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 38506 logg=5.66\n", + "Changing to logg=5.00 for T= 39300 logg=5.53\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to T= 50000 for T= 53154 logg=8.20\n", + "Changing to logg=5.00 for T= 53154 logg=8.20\n", + "Changing to T= 50000 for T= 90298 logg=8.31\n", + "Changing to logg=5.00 for T= 90298 logg=8.31\n", + "Changing to logg=5.00 for T= 35044 logg=8.49\n", + "Changing to logg=5.00 for T= 34450 logg=5.60\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35047 logg=8.49\n", + "Changing to logg=5.00 for T= 36175 logg=5.49\n", + "Changing to logg=5.00 for T= 39339 logg=5.50\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35065 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 37969 logg=5.40\n", + "Changing to logg=5.00 for T= 38323 logg=5.43\n", + "Changing to logg=5.00 for T= 38497 logg=5.67\n", + "Changing to logg=5.00 for T= 35161 logg=8.49\n", + "Changing to logg=5.00 for T= 37720 logg=5.76\n", + "Changing to logg=5.00 for T= 35042 logg=8.49\n", + "Changing to logg=5.00 for T= 39061 logg=5.47\n", + "Changing to logg=5.00 for T= 39115 logg=5.45\n", + "Changing to logg=5.00 for T= 27868 logg=6.18\n", + "Changing to T= 50000 for T=197624 logg=7.27\n", + "Changing to logg=5.00 for T=197624 logg=7.27\n", + "Changing to logg=5.00 for T= 39260 logg=5.51\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to T= 50000 for T=170279 logg=7.23\n", + "Changing to logg=5.00 for T=170279 logg=7.23\n", + "Changing to logg=5.00 for T= 39090 logg=5.45\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=0.00 for T= 3294 logg=-0.23\n", + "Changing to logg=5.00 for T= 38348 logg=5.37\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=0.00 for T= 3317 logg=-0.19\n", + "Changing to logg=5.00 for T= 37267 logg=5.48\n", + "Changing to T= 50000 for T= 81089 logg=8.14\n", + "Changing to logg=5.00 for T= 81089 logg=8.14\n", + "Changing to logg=5.00 for T= 36208 logg=8.26\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 39215 logg=5.43\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 38042 logg=5.48\n", + "Changing to logg=5.00 for T= 39003 logg=5.46\n", + "Changing to logg=0.00 for T= 3317 logg=-0.19\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 39019 logg=5.46\n", + "Changing to T= 50000 for T= 85704 logg=8.31\n", + "Changing to logg=5.00 for T= 85704 logg=8.31\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 38521 logg=5.66\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 27144 logg=6.25\n", + "Changing to T= 50000 for T= 52576 logg=8.18\n", + "Changing to logg=5.00 for T= 52576 logg=8.18\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 39184 logg=5.47\n", + "Changing to logg=0.00 for T= 3295 logg=-0.23\n", + "Making photometry for isochrone: log(t) = 8.20 AKs = 0.00 dist = 2000\n", + " Starting at: 2021-08-13 12:02:10.878206 Usually takes ~5 minutes\n", + "Starting filter: ubv,U Elapsed time: 0.00 seconds\n", + "Starting synthetic photometry\n", + "M = 1.240 Msun T = 6225 K m_ubv_U = 16.04\n", + "M = 5.500 Msun T = 27287 K m_ubv_U = 21.28\n", + "M = 4.500 Msun T = 4524 K m_ubv_U = 11.80\n", + "M = 2.700 Msun T = 10526 K m_ubv_U = 11.99\n", + "M = 1.259 Msun T = nan K m_ubv_U = nan\n", + "M = 6.000 Msun T = 24066 K m_ubv_U = 21.48\n", + "M = 2.500 Msun T = 10121 K m_ubv_U = 12.37\n", + "M = 5.000 Msun T = 38750 K m_ubv_U = 20.43\n", + "M = 3.200 Msun T = 11657 K m_ubv_U = 11.23\n", + "M = 5.012 Msun T = nan K m_ubv_U = nan\n", + "M = 2.700 Msun T = 12431 K m_ubv_U = 9.67\n", + "M = 3.000 Msun T = 11265 K m_ubv_U = 11.54\n", + "M = 4.000 Msun T = 11805 K m_ubv_U = 9.86\n", + "M = 6.000 Msun T = 30830 K m_ubv_U = 21.36\n", + "M = 6.000 Msun T = 27033 K m_ubv_U = 21.18\n", + "M = 0.501 Msun T = nan K m_ubv_U = nan\n", + "M = 0.631 Msun T = nan K m_ubv_U = nan\n", + "M = 1.000 Msun T = nan K m_ubv_U = nan\n", + "M = 5.000 Msun T = 38750 K m_ubv_U = 20.43\n", + "M = 3.000 Msun T = 11287 K m_ubv_U = 11.51\n", + "M = 3.200 Msun T = 45669 K m_ubv_U = 20.18\n", + "M = 5.500 Msun T = 27836 K m_ubv_U = 21.18\n", + "M = 4.500 Msun T = 4524 K m_ubv_U = 11.80\n", + "M = 2.500 Msun T = 10121 K m_ubv_U = 12.37\n", + "M = 6.000 Msun T = 33082 K m_ubv_U = 21.42\n", + "M = 2.300 Msun T = 10194 K m_ubv_U = 12.31\n", + "M = 3.700 Msun T = 11328 K m_ubv_U = 9.19\n", + "M = 3.200 Msun T = 41469 K m_ubv_U = 21.85\n", + "M = 1.650 Msun T = 7676 K m_ubv_U = 14.33\n", + "M = 3.600 Msun T = 13127 K m_ubv_U = 10.62\n", + "M = 1.350 Msun T = 6542 K m_ubv_U = 15.49\n", + "M = 4.500 Msun T = 4534 K m_ubv_U = 11.76\n", + "M = 0.600 Msun T = 3945 K m_ubv_U = 22.59\n", + "M = 2.000 Msun T = 9101 K m_ubv_U = 13.37\n", + "M = 4.000 Msun T = 14082 K m_ubv_U = 10.26\n", + "M = 2.240 Msun T = 9965 K m_ubv_U = 12.85\n", + "M = 7.000 Msun T = 39833 K m_ubv_U = 22.06\n", + "M = 0.810 Msun T = nan K m_ubv_U = nan\n", + "M = 1.500 Msun T = 7078 K m_ubv_U = 14.85\n", + "M = 0.400 Msun T = 3660 K m_ubv_U = 24.09\n", + "M = 5.400 Msun T = 12339 K m_ubv_U = 8.58\n", + "M = 3.600 Msun T = 10929 K m_ubv_U = 10.51\n", + "M = 4.500 Msun T = 38506 K m_ubv_U = 13.62\n", + "M = 5.500 Msun T = 26754 K m_ubv_U = 21.29\n", + "M = 3.200 Msun T = 11594 K m_ubv_U = 11.20\n", + "M = 0.500 Msun T = 3758 K m_ubv_U = 23.42\n", + "M = 2.700 Msun T = 11431 K m_ubv_U = 12.02\n", + "M = 0.960 Msun T = nan K m_ubv_U = nan\n", + "M = 2.200 Msun T = 9709 K m_ubv_U = 12.92\n", + "M = 2.700 Msun T = 11422 K m_ubv_U = 12.01\n", + "M = 0.500 Msun T = 3758 K m_ubv_U = 23.42\n", + "M = 3.600 Msun T = 13801 K m_ubv_U = 10.96\n", + "M = 0.230 Msun T = nan K m_ubv_U = nan\n", + "M = 0.370 Msun T = nan K m_ubv_U = nan\n", + "M = 1.920 Msun T = nan K m_ubv_U = nan\n", + "Starting filter: ubv,V Elapsed time: 9.52 seconds\n", + "Starting synthetic photometry\n", + "M = 1.240 Msun T = 6225 K m_ubv_V = 15.52\n", + "M = 5.500 Msun T = 27287 K m_ubv_V = 22.41\n", + "M = 4.500 Msun T = 4524 K m_ubv_V = 9.30\n", + "M = 2.700 Msun T = 10526 K m_ubv_V = 12.17\n", + "M = 1.259 Msun T = nan K m_ubv_V = nan\n", + "M = 6.000 Msun T = 24066 K m_ubv_V = 22.50\n", + "M = 2.500 Msun T = 10121 K m_ubv_V = 12.47\n", + "M = 5.000 Msun T = 38750 K m_ubv_V = 21.81\n", + "M = 3.200 Msun T = 11657 K m_ubv_V = 11.59\n", + "M = 5.012 Msun T = nan K m_ubv_V = nan\n", + "M = 2.700 Msun T = 12431 K m_ubv_V = 10.17\n", + "M = 3.000 Msun T = 11265 K m_ubv_V = 11.84\n", + "M = 4.000 Msun T = 11805 K m_ubv_V = 10.28\n", + "M = 6.000 Msun T = 30830 K m_ubv_V = 22.61\n", + "M = 6.000 Msun T = 27033 K m_ubv_V = 22.30\n", + "M = 0.501 Msun T = nan K m_ubv_V = nan\n", + "M = 0.631 Msun T = nan K m_ubv_V = nan\n", + "M = 1.000 Msun T = nan K m_ubv_V = nan\n", + "M = 5.000 Msun T = 38750 K m_ubv_V = 21.81\n", + "M = 3.000 Msun T = 11287 K m_ubv_V = 11.82\n", + "M = 3.200 Msun T = 45669 K m_ubv_V = 21.61\n", + "M = 5.500 Msun T = 27836 K m_ubv_V = 22.34\n", + "M = 4.500 Msun T = 4524 K m_ubv_V = 9.30\n", + "M = 2.500 Msun T = 10121 K m_ubv_V = 12.47\n", + "M = 6.000 Msun T = 33082 K m_ubv_V = 22.71\n", + "M = 2.300 Msun T = 10194 K m_ubv_V = 12.43\n", + "M = 3.700 Msun T = 11328 K m_ubv_V = 9.57\n", + "M = 3.200 Msun T = 41469 K m_ubv_V = 23.23\n", + "M = 1.650 Msun T = 7676 K m_ubv_V = 14.06\n", + "M = 3.600 Msun T = 13127 K m_ubv_V = 11.16\n", + "M = 1.350 Msun T = 6542 K m_ubv_V = 15.08\n", + "M = 4.500 Msun T = 4534 K m_ubv_V = 9.28\n", + "M = 0.600 Msun T = 3945 K m_ubv_V = 20.21\n", + "M = 2.000 Msun T = 9101 K m_ubv_V = 13.27\n", + "M = 4.000 Msun T = 14082 K m_ubv_V = 10.89\n", + "M = 2.240 Msun T = 9965 K m_ubv_V = 12.91\n", + "M = 7.000 Msun T = 39833 K m_ubv_V = 23.43\n", + "M = 0.810 Msun T = nan K m_ubv_V = nan\n", + "M = 1.500 Msun T = 7078 K m_ubv_V = 14.54\n", + "M = 0.400 Msun T = 3660 K m_ubv_V = 21.70\n", + "M = 5.400 Msun T = 12339 K m_ubv_V = 9.07\n", + "M = 3.600 Msun T = 10929 K m_ubv_V = 10.76\n", + "M = 4.500 Msun T = 38506 K m_ubv_V = 15.00\n", + "M = 5.500 Msun T = 26754 K m_ubv_V = 22.40\n", + "M = 3.200 Msun T = 11594 K m_ubv_V = 11.55\n", + "M = 0.500 Msun T = 3758 K m_ubv_V = 21.04\n", + "M = 2.700 Msun T = 11431 K m_ubv_V = 12.33\n", + "M = 0.960 Msun T = nan K m_ubv_V = nan\n", + "M = 2.200 Msun T = 9709 K m_ubv_V = 12.94\n", + "M = 2.700 Msun T = 11422 K m_ubv_V = 12.31\n", + "M = 0.500 Msun T = 3758 K m_ubv_V = 21.04\n", + "M = 3.600 Msun T = 13801 K m_ubv_V = 11.55\n", + "M = 0.230 Msun T = nan K m_ubv_V = nan\n", + "M = 0.370 Msun T = nan K m_ubv_V = nan\n", + "M = 1.920 Msun T = nan K m_ubv_V = nan\n", + "Starting filter: ubv,B Elapsed time: 19.08 seconds\n", + "Starting synthetic photometry\n", + "M = 1.240 Msun T = 6225 K m_ubv_B = 16.07\n", + "M = 5.500 Msun T = 27287 K m_ubv_B = 22.27\n", + "M = 4.500 Msun T = 4524 K m_ubv_B = 10.56\n", + "M = 2.700 Msun T = 10526 K m_ubv_B = 12.12\n", + "M = 1.259 Msun T = nan K m_ubv_B = nan\n", + "M = 6.000 Msun T = 24066 K m_ubv_B = 22.40\n", + "M = 2.500 Msun T = 10121 K m_ubv_B = 12.45\n", + "M = 5.000 Msun T = 38750 K m_ubv_B = 21.51\n", + "M = 3.200 Msun T = 11657 K m_ubv_B = 11.50\n", + "M = 5.012 Msun T = nan K m_ubv_B = nan\n", + "M = 2.700 Msun T = 12431 K m_ubv_B = 10.05\n", + "M = 3.000 Msun T = 11265 K m_ubv_B = 11.76\n", + "M = 4.000 Msun T = 11805 K m_ubv_B = 10.18\n", + "M = 6.000 Msun T = 30830 K m_ubv_B = 22.42\n", + "M = 6.000 Msun T = 27033 K m_ubv_B = 22.16\n", + "M = 0.501 Msun T = nan K m_ubv_B = nan\n", + "M = 0.631 Msun T = nan K m_ubv_B = nan\n", + "M = 1.000 Msun T = nan K m_ubv_B = nan\n", + "M = 5.000 Msun T = 38750 K m_ubv_B = 21.51\n", + "M = 3.000 Msun T = 11287 K m_ubv_B = 11.74\n", + "M = 3.200 Msun T = 45669 K m_ubv_B = 21.29\n", + "M = 5.500 Msun T = 27836 K m_ubv_B = 22.18\n", + "M = 4.500 Msun T = 4524 K m_ubv_B = 10.56\n", + "M = 2.500 Msun T = 10121 K m_ubv_B = 12.45\n", + "M = 6.000 Msun T = 33082 K m_ubv_B = 22.50\n", + "M = 2.300 Msun T = 10194 K m_ubv_B = 12.40\n", + "M = 3.700 Msun T = 11328 K m_ubv_B = 9.47\n", + "M = 3.200 Msun T = 41469 K m_ubv_B = 22.97\n", + "M = 1.650 Msun T = 7676 K m_ubv_B = 14.32\n", + "M = 3.600 Msun T = 13127 K m_ubv_B = 11.04\n", + "M = 1.350 Msun T = 6542 K m_ubv_B = 15.55\n", + "M = 4.500 Msun T = 4534 K m_ubv_B = 10.53\n", + "M = 0.600 Msun T = 3945 K m_ubv_B = 21.56\n", + "M = 2.000 Msun T = 9101 K m_ubv_B = 13.33\n", + "M = 4.000 Msun T = 14082 K m_ubv_B = 10.75\n", + "M = 2.240 Msun T = 9965 K m_ubv_B = 12.90\n", + "M = 7.000 Msun T = 39833 K m_ubv_B = 23.18\n", + "M = 0.810 Msun T = nan K m_ubv_B = nan\n", + "M = 1.500 Msun T = 7078 K m_ubv_B = 14.89\n", + "M = 0.400 Msun T = 3660 K m_ubv_B = 23.08\n", + "M = 5.400 Msun T = 12339 K m_ubv_B = 8.96\n", + "M = 3.600 Msun T = 10929 K m_ubv_B = 10.69\n", + "M = 4.500 Msun T = 38506 K m_ubv_B = 14.70\n", + "M = 5.500 Msun T = 26754 K m_ubv_B = 22.26\n", + "M = 3.200 Msun T = 11594 K m_ubv_B = 11.47\n", + "M = 0.500 Msun T = 3758 K m_ubv_B = 22.42\n", + "M = 2.700 Msun T = 11431 K m_ubv_B = 12.25\n", + "M = 0.960 Msun T = nan K m_ubv_B = nan\n", + "M = 2.200 Msun T = 9709 K m_ubv_B = 12.94\n", + "M = 2.700 Msun T = 11422 K m_ubv_B = 12.24\n", + "M = 0.500 Msun T = 3758 K m_ubv_B = 22.42\n", + "M = 3.600 Msun T = 13801 K m_ubv_B = 11.43\n", + "M = 0.230 Msun T = nan K m_ubv_B = nan\n", + "M = 0.370 Msun T = nan K m_ubv_B = nan\n", + "M = 1.920 Msun T = nan K m_ubv_B = nan\n", + "Starting filter: ubv,R Elapsed time: 28.50 seconds\n", + "Starting synthetic photometry\n", + "M = 1.240 Msun T = 6225 K m_ubv_R = 15.23\n", + "M = 5.500 Msun T = 27287 K m_ubv_R = 22.53\n", + "M = 4.500 Msun T = 4524 K m_ubv_R = 8.73\n", + "M = 2.700 Msun T = 10526 K m_ubv_R = 12.19\n", + "M = 1.259 Msun T = nan K m_ubv_R = nan\n", + "M = 6.000 Msun T = 24066 K m_ubv_R = 22.61\n", + "M = 2.500 Msun T = 10121 K m_ubv_R = 12.48\n", + "M = 5.000 Msun T = 38750 K m_ubv_R = 21.94\n", + "M = 3.200 Msun T = 11657 K m_ubv_R = 11.62\n", + "M = 5.012 Msun T = nan K m_ubv_R = nan\n", + "M = 2.700 Msun T = 12431 K m_ubv_R = 10.20\n", + "M = 3.000 Msun T = 11265 K m_ubv_R = 11.86\n", + "M = 4.000 Msun T = 11805 K m_ubv_R = 10.31\n", + "M = 6.000 Msun T = 30830 K m_ubv_R = 22.73\n", + "M = 6.000 Msun T = 27033 K m_ubv_R = 22.42\n", + "M = 0.501 Msun T = nan K m_ubv_R = nan\n", + "M = 0.631 Msun T = nan K m_ubv_R = nan\n", + "M = 1.000 Msun T = nan K m_ubv_R = nan\n", + "M = 5.000 Msun T = 38750 K m_ubv_R = 21.94\n", + "M = 3.000 Msun T = 11287 K m_ubv_R = 11.84\n", + "M = 3.200 Msun T = 45669 K m_ubv_R = 21.74\n", + "M = 5.500 Msun T = 27836 K m_ubv_R = 22.45\n", + "M = 4.500 Msun T = 4524 K m_ubv_R = 8.73\n", + "M = 2.500 Msun T = 10121 K m_ubv_R = 12.48\n", + "M = 6.000 Msun T = 33082 K m_ubv_R = 22.83\n", + "M = 2.300 Msun T = 10194 K m_ubv_R = 12.44\n", + "M = 3.700 Msun T = 11328 K m_ubv_R = 9.59\n", + "M = 3.200 Msun T = 41469 K m_ubv_R = 23.36\n", + "M = 1.650 Msun T = 7676 K m_ubv_R = 13.93\n", + "M = 3.600 Msun T = 13127 K m_ubv_R = 11.20\n", + "M = 1.350 Msun T = 6542 K m_ubv_R = 14.83\n", + "M = 4.500 Msun T = 4534 K m_ubv_R = 8.71\n", + "M = 0.600 Msun T = 3945 K m_ubv_R = 19.44\n", + "M = 2.000 Msun T = 9101 K m_ubv_R = 13.26\n", + "M = 4.000 Msun T = 14082 K m_ubv_R = 10.93\n", + "M = 2.240 Msun T = 9965 K m_ubv_R = 12.92\n", + "M = 7.000 Msun T = 39833 K m_ubv_R = 23.56\n", + "M = 0.810 Msun T = nan K m_ubv_R = nan\n", + "M = 1.500 Msun T = 7078 K m_ubv_R = 14.35\n", + "M = 0.400 Msun T = 3660 K m_ubv_R = 20.90\n", + "M = 5.400 Msun T = 12339 K m_ubv_R = 9.10\n", + "M = 3.600 Msun T = 10929 K m_ubv_R = 10.78\n", + "M = 4.500 Msun T = 38506 K m_ubv_R = 15.13\n", + "M = 5.500 Msun T = 26754 K m_ubv_R = 22.52\n", + "M = 3.200 Msun T = 11594 K m_ubv_R = 11.58\n", + "M = 0.500 Msun T = 3758 K m_ubv_R = 20.24\n", + "M = 2.700 Msun T = 11431 K m_ubv_R = 12.35\n", + "M = 0.960 Msun T = nan K m_ubv_R = nan\n", + "M = 2.200 Msun T = 9709 K m_ubv_R = 12.94\n", + "M = 2.700 Msun T = 11422 K m_ubv_R = 12.34\n", + "M = 0.500 Msun T = 3758 K m_ubv_R = 20.24\n", + "M = 3.600 Msun T = 13801 K m_ubv_R = 11.59\n", + "M = 0.230 Msun T = nan K m_ubv_R = nan\n", + "M = 0.370 Msun T = nan K m_ubv_R = nan\n", + "M = 1.920 Msun T = nan K m_ubv_R = nan\n", + "Starting filter: ubv,I Elapsed time: 37.62 seconds\n", + "Starting synthetic photometry\n", + "M = 1.240 Msun T = 6225 K m_ubv_I = 14.88\n", + "M = 5.500 Msun T = 27287 K m_ubv_I = 22.77\n", + "M = 4.500 Msun T = 4524 K m_ubv_I = 8.02\n", + "M = 2.700 Msun T = 10526 K m_ubv_I = 12.23\n", + "M = 1.259 Msun T = nan K m_ubv_I = nan\n", + "M = 6.000 Msun T = 24066 K m_ubv_I = 22.83\n", + "M = 2.500 Msun T = 10121 K m_ubv_I = 12.51\n", + "M = 5.000 Msun T = 38750 K m_ubv_I = 22.22\n", + "M = 3.200 Msun T = 11657 K m_ubv_I = 11.69\n", + "M = 5.012 Msun T = nan K m_ubv_I = nan\n", + "M = 2.700 Msun T = 12431 K m_ubv_I = 10.28\n", + "M = 3.000 Msun T = 11265 K m_ubv_I = 11.92\n", + "M = 4.000 Msun T = 11805 K m_ubv_I = 10.38\n", + "M = 6.000 Msun T = 30830 K m_ubv_I = 22.99\n", + "M = 6.000 Msun T = 27033 K m_ubv_I = 22.66\n", + "M = 0.501 Msun T = nan K m_ubv_I = nan\n", + "M = 0.631 Msun T = nan K m_ubv_I = nan\n", + "M = 1.000 Msun T = nan K m_ubv_I = nan\n", + "M = 5.000 Msun T = 38750 K m_ubv_I = 22.22\n", + "M = 3.000 Msun T = 11287 K m_ubv_I = 11.90\n", + "M = 3.200 Msun T = 45669 K m_ubv_I = 22.02\n", + "M = 5.500 Msun T = 27836 K m_ubv_I = 22.70\n", + "M = 4.500 Msun T = 4524 K m_ubv_I = 8.02\n", + "M = 2.500 Msun T = 10121 K m_ubv_I = 12.51\n", + "M = 6.000 Msun T = 33082 K m_ubv_I = 23.10\n", + "M = 2.300 Msun T = 10194 K m_ubv_I = 12.47\n", + "M = 3.700 Msun T = 11328 K m_ubv_I = 9.65\n", + "M = 3.200 Msun T = 41469 K m_ubv_I = 23.63\n", + "M = 1.650 Msun T = 7676 K m_ubv_I = 13.79\n", + "M = 3.600 Msun T = 13127 K m_ubv_I = 11.30\n", + "M = 1.350 Msun T = 6542 K m_ubv_I = 14.53\n", + "M = 4.500 Msun T = 4534 K m_ubv_I = 8.00\n", + "M = 0.600 Msun T = 3945 K m_ubv_I = 18.38\n", + "M = 2.000 Msun T = 9101 K m_ubv_I = 13.24\n", + "M = 4.000 Msun T = 14082 K m_ubv_I = 11.05\n", + "M = 2.240 Msun T = 9965 K m_ubv_I = 12.94\n", + "M = 7.000 Msun T = 39833 K m_ubv_I = 23.83\n", + "M = 0.810 Msun T = nan K m_ubv_I = nan\n", + "M = 1.500 Msun T = 7078 K m_ubv_I = 14.12\n", + "M = 0.400 Msun T = 3660 K m_ubv_I = 19.55\n", + "M = 5.400 Msun T = 12339 K m_ubv_I = 9.18\n", + "M = 3.600 Msun T = 10929 K m_ubv_I = 10.84\n", + "M = 4.500 Msun T = 38506 K m_ubv_I = 15.41\n", + "M = 5.500 Msun T = 26754 K m_ubv_I = 22.76\n", + "M = 3.200 Msun T = 11594 K m_ubv_I = 11.65\n", + "M = 0.500 Msun T = 3758 K m_ubv_I = 19.00\n", + "M = 2.700 Msun T = 11431 K m_ubv_I = 12.42\n", + "M = 0.960 Msun T = nan K m_ubv_I = nan\n", + "M = 2.200 Msun T = 9709 K m_ubv_I = 12.95\n", + "M = 2.700 Msun T = 11422 K m_ubv_I = 12.41\n", + "M = 0.500 Msun T = 3758 K m_ubv_I = 19.00\n", + "M = 3.600 Msun T = 13801 K m_ubv_I = 11.71\n", + "M = 0.230 Msun T = nan K m_ubv_I = nan\n", + "M = 0.370 Msun T = nan K m_ubv_I = nan\n", + "M = 1.920 Msun T = nan K m_ubv_I = nan\n", + " Time taken: 46.47 seconds\n", + "Isochrone generation took 354.168146 s.\n" + ] + } + ], + "source": [ + "import spisea\n", + "from spisea import evolution, synthetic\n", + "import math\n", + "# Check if the evolution class works fine\n", + "iso1 = synthetic.Isochrone_Binary(8.2, 0.0, 2000, math.log10(1), mass_sampling=1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We check if all phases represented in the BPASS isochroneare valid." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import numpy as np\n", + "np.all([(x == 5 or x == 101 or x == 102 or x == 103) for x in iso1.primaries['phase']])" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.all([(x == 5 or x == 101 or x == 102 or x == 103) for x in iso1.singles['phase']])" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.all([(x == 5 or x == 101 or x == -99 or\n", + " x == 102 or x == 103) for x in iso1.secondaries['phase']])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Find the maximum, mean, and median values of logg (cgs) for primaries and secondaries accounting for NaNs in the columns. (For max we make NaNs the same as - infinity and for median and mean, we do not include them)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "9.294869501162154" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(iso1.singles['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "9.288600394549206" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(np.nan_to_num(iso1.primaries['logg'], -np.inf))" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "9.283702439639246" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(np.nan_to_num(iso1.secondaries['logg'], -np.inf))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now let's find the mean and median logg values for the single stars, secondary stars, and the primary stars" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5.354531279865074" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(iso1.singles['logg'][np.where(~np.isnan(iso1.singles['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5.109131776599373" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(iso1.primaries['logg'][np.where(~np.isnan(iso1.primaries['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.762344379541872" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(iso1.secondaries['logg'][np.where(~np.isnan(iso1.secondaries['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.2498758947769355" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median(iso1.singles['logg'][np.where(~np.isnan(iso1.singles['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.133548174454043" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median(iso1.primaries['logg'][np.where(~np.isnan(iso1.primaries['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.30006013240644" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median([x for x in iso1.secondaries['logg'] if np.isfinite(x)])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's make a histogram of log_g values for each table of the isochrone" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'logg in cgs')" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "findfont: Font family ['sans-serif'] not found. Falling back to DejaVu Sans.\n", + "findfont: Generic family 'sans-serif' not found because none of the following families were found: Bitstream Vera Sans\n", + "findfont: Font family ['sans-serif'] not found. Falling back to DejaVu Sans.\n", + "findfont: Generic family 'sans-serif' not found because none of the following families were found: Bitstream Vera Sans\n" + ] + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAhkAAAE0CAYAAACBwCH+AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Z1A+gAAAACXBIWXMAAAsTAAALEwEAmpwYAAAuH0lEQVR4nO3deZgdVZ3/8fcHk5BBliQgKoQQNkGQATTwAxcIIJsCcWQbQAZwFETFBTfighFRUFAYURwZxeAAimwSFAURiKwiq0NQBE3LqhCyEQiBkO/vj3OuXanU7b6ddN3b3fm8nuc+1V11qupUnapT33vqVF1FBGZmZmb9bZVOZ8DMzMyGJgcZZmZmVgsHGWZmZlYLBxlmZmZWCwcZZmZmVgsHGWZmZlaL2oMMSSHpxrrXY/1D0nBJX5L0kKRFufze1cs8N0rys9C9kNQlqavT+VgRksZImi3pO53Oy0AkaWo+Z8bXvJ6j8nqOqnM9hfW9Ka/vP9u0vgmSfi1pVl7vvb2kn5jTTWlH/vpC0vict6mdzksnDGslUeMCEhHqIU0XsCGwUUR09Ufm8ok6Ezg/Io7qj2Varz4BnAT8Fvgp8BLwp47myAaSk4F/Ab7a6YxY+0TEXZJ+Bpwi6eKIWFDXuiStCfwCGAn8LzAL+Htd67N6tRRkrKDXA8+3YT3WP/YFFgB7RMSLnc6MDRySxgHHAj+MiMc7nZ+V3BXA7cCTbVznqcDvgI9Qb5C5A7Au8LmIaHU9d5CuNbNqy5Utl9pvl0TEnyLikbrXY/1mPeAZBxhW4VjSF5OpHc7HSi8i5uW6dV4b13kHqVXzWEmvqHFV6+XhE63OEBHP5/3hIGOgiYheP0CkpD2m6crpxlfMe2Np3BrAF4D7gfnAs8BfgIuBN+U0UxrrrfgcVVjWKsAHgN+TvoE/l/8+DlilSV4PB+4GFgJPkZrk1gNuLG8nMDGvcwopwv4FMLu4rcCuwLnAA3l7FuZt+yIwsmL9jW2bCBwK3EVq7XkC+Cawak63W87TfGBOzufarZRZYV1rkb6BPAi8kJdzDfD2UrqpTfZ1VwvrWGa/taNscvpV8/78K7CIdHvtlDx+mWOvyTp3ymkv7yHNH/Pyx+T/RwAfBq4G/panzQauA/bp4RzpKo3757FQkX58nja1YtpqwGTg3rxfFwC3AYdWpBVwJHAr8HQ+Dh7Nx8EhLR5HysfnI02mvxo4Ix9nzwFz899TgY0r0u+V992svO/+ApwOjGqy/LHAt4CHcv5nk769fqEi7ZuAy/LxsyiXzznAayvSTs37eDwpiPq/vPx/kM7ptZrk5+3ATXlbZwM/A7YoLq+U/qicp7+Sju35wC3Ae3o6p/JxdlLel4sax0Je3lJ1YWlffZvuc+IZYBqwfUXaXuviUvov5vXu1cpxU5hvd+BXeV+9APwZOK24f+k+3nus85ssf2JON6U0fuNcjg/n/T47l/F/U6pLSXXGicAfSPXx/FzGB/ew3h3yvno87+sngWuL8xS2a2r++yek4/4F4E5g34rl/rN8gb3z8TCPQh1Ii3V7ef8A25KuY3Pzdk4H3txk+4YBHyS1ms3P6e8h1X2Vdfgyy2jxAOm3IINUWd2Sx99Kuqh+HfhxLqAPF3bKWTndvXnnND7bFpZ3YU7zSE5/ZiEvF1bk81N52ux8oH2NdFGbmdcTpfSNwrkmH0S/IVWmU4H1cppf5XVeRKooz87LDOAG4BWlZU7J0y7LhXYR8A3Swd84GP8tr+/yvL5b87Rf9uHEHgXMyPPdQTqpv58PliXAsYW078r5mps/jX39sRbWc2PV8dGGshHw8zzPn/M+/BbwGKk5uaUgIy/rT8CLVARxpIokgEsL414DvEyqhL5POtmnkir0AN7X5BzpanIsTKxIP75xPFSUa+P4uisfb98hVaQBnFJK/9U8/q853VeBH5IuLJe2uH/ekJfx44ppqxXWfW0+Xr8BXEqq+PYtpT8pp30GOJ90zlyTx80A1iyln1DYr9PzcXE26Vx8uZR2X9J58yLpvDo15ylIF4Jy/TQ1T/spqRK/IOe9sX+vr9jeA3PZL8zzn5qPgzk5f1X14MJcVo3055KO0wC+3OycAq4i9Uf4Yd7uT+TpR1Fx8QXeSLqALQF+SXddNTfvl3f0tS4uLf/tOf0ZfaiHjs35eRY4j1QP3V4o71GF43oKKWCLPJxCqc5vso6JlIIM4LX5uHkJuDLvv/8iBVzPAW8opB1R2Od/JB2T3yEFmwF8tWKd7wcW5/16Cem8+j6pripe88bTfS14Km/7maRj/wXSsbRradmN8v15XsdVOf8XF/ZVS3V7af/8nHTNaVzHfkr3sbx5aZ7hpGtbkOrH/ybV4/flcf/bUvm3eJBEowB7+MyltSBj6zzuior1rAKM7q2SLUw/NE+/G1i9MP6VpAgxgMMK4zcmHXBPAxuUTrYfN7azSeFEueBKy1XF+C/n+Q4pjZ+Sx88DXl8Yv2o+cF4mnRy7lPbNr/N8PZ5whXm+l9N/r5g/YLO87kUV5dVFC60XpXlurNhv7SibI/L43wIjCuNHkU6KvgQZk3P6qor1O3nafqWyGluRdi3SxXs28C+97VuWL8iYmsd/ujR+JKlSWMLSgfgzpAvaahXrWKfF/fOBvM5PVEzbL087s2LaCGCNwv+70n1RG1VKe1R5OXn+meXjpTC9eKysTrrAvgy8rZTuM3kZ1zbZl48A4wrjh+XjKoAdSutoXLgmlJZ1Jt11Rfm82qTJvvlNXtb6VecU6Vv1MmVERZCR8/ww6cK1Syn9eqQg60m6W0pbrotLx3cAd7R43GxIqmfmA1uUpp2Tl3Vub9vWwnomsmyQcXwe99GK9K+kcH7Sff5fDQwrjF+X7i9Gby6M3zKX22xgq4rljy38Pb5wXHyxlG6vxnqb7IMlwN4Vy+9T3c7S17GjSss6No8/pzR+Sh5/NoUvysArgB/kaZN6LZsWCzD68CmfXEtV9IUD+6IW1tsonKlNpjcuuntWTNud0jcR4PN53ElNTobFNA8y7mn1gC/Mu3ae97wmhVf1DabxLe9HFdOOzNOObGHdw0nR+rPkJv7S9EYAdFJpfBf9E2S0o2yuy/PsXDHP4eVjr5dtGEu6OP2+NH4E6aLyDwqVTy/LOqEqX1X7lj4GGfmYWlzOZ2H6NnmerxfGPUO6UK/a12O4sIxGa0jVhb4RZCzzba8i7RU57TIVc55+D/BU4f8DcvorW1h2o8yXqVtIF+CZeXoxmJiax1W1PB1NKfAsrOP8ivRr0eTLVg95fndO/x+l8TfSQyVOdZAxKY87vck8H83T35H/b7kuLi1nIfD3FtN+rtmxAYym+/byqoXxy2xbC+uZSPMg45gW5n+IdEHfomLaf1Kqx0kX3gA+3sKyG+dxF6VW7Tz9b8CsJuV7RUX6Ptfthf1zc5PlvQTcWRi3Cilgf5KKeo/0RW4J8NPetr9PT5dEa4+w9uYBUnPSoZI2JDVj3Zw3sK+dDd9I2tAbK6ZNJ100tiuMa/x9czlxRPxN0qOkA6LKHc0yIemVpBP434DXke5zFvfV+k1mvbNiXKOz010V0xo9+sc2y0vBFqRm7FsiYnbF9OtJF/btKqb1h3aUzXZ5HbdWrGOZ5fQkIh6T9BtgD0lbRsQDedJ+wBjSt+vFxXkkbUW6xbMzqWl2ZGmxzcp9RWxP+ibR7J0Aw/Pw9YVxF5Iq3BmSLiHt/9uib50G187DORXTppOOzRMlvZH0bfAW4N6IeLmUdidShXaQpIMqljUCeJWktSPiGWDHPP6XLeTxjXl4fXlCRCyW9FvSMbQdqeWiqOpcfDQPR1esY3rFOubl9znsUp6Wn8z5DCnAHkd6DLio2bHStN6psFMebtjk2NgsD19PKqPlrYtnk/rgtKKnMpkj6R7S+bMFqRm+P00jBcffkbQX6ZbcLcADka+UAJLWADYFHo+Iqsf1G3kv1ld9OS4bqs4HSMfZThXjobr8V6RuX+Y4j4iXJP2DpY/z15HO+YeAz0uVl/6FLF3PVGrHI6xLiYiXJe1G+sZ+IOk+E8Czks4HJkfrz2CvBcyuOiFypTKL1NxVTA/pW2mVf9A8yKh8TlvScFKh7kBqJr+Y1OT/Uk7yRVLTepWqSn5xC9OGV0wra2xrs0fcGuNHtbCs5dGOsmmsY/GyyZsupydTgT1ILUafyeOOzMPziwkl7Ugq92GkJu9pdN8P3Zb0rbJZua+IxsV++/xpZvXC3x8ndeZ7L6lj24nAYklXk25/PNzCehfmYTmQIiLm5/3xJWB/UhMwwCxJ55D6iDTOh7VJ++yLvayvcVtiVP6/lUdmV+SYn1sxrnFcFZ+k6O04XaaekLQx6WIxmtR341rS+f0y6Zg+kubHSl/eD9E4NqqCt6LVYYXq4n+h+3joTcfqofzlZAdSa+HepFYjgEclnRER31qBPDb+7suj3HObjF9M8yc9q8q/v4/zRh6Kx3njWNqMns/V1XuYBnQgyIAUwZIqvo9L2pQU+R9L6rE6inSvvRXzgDGShhcqMQAkDQPWIVX8DY2/X03q+1DWU3QeTcZPIgUYy7wwTNJr6b0yrUsjSHlNk+mvLaWrY/11l838vI5hFYFGq9+0iq7Iy3yPpM+SWjD2Ae6LiPK3rM+TKttdI+LG4gRJk0nHRSuW5GHVuTiqYlyjvM6MiBNaWUH+9vRfwH9JWhd4K/DvpIvRVpK2iohFvSzmqTxcu2piRDwG/KfSV54tSU9GfYh0AVuF9ARDI/+rRMSYVvJOd6XYSqtQO475xrzNjq+qdZ9A2m9HR8TU4gRJh9IdyC6j+I27D3mbFBHTWpmhr3WxpFXy+Jl9zNNrqD6va62HIuKPwCG5ztmG1HH1eNK58FxE/IDlO27m5uH61Puywqryb+dxfkVEvLvHlL3o+G+XRMTDuaB3IT2GV6ycG01LzZ7Jvoe0DTtXTNs5z3d3KT2kSnYpublwg9Zz/k+b5uFlFdOWaTZtowdJvYi3lTS6YvqueXh3xbT+0I6yaazjzRXTlllObyJiIam39Xqkyuhw0sX//Irkm5JaUW6smNaXcm/cfqjavgkV4+4gBSZv68M6/ikinoqIyyPiYFJLzCakJ0d684c83KKX5UdEzIiIs0mtQpCeXGq4HRidbzW14vY83KeFtI1jaGJ5Qr7INI6JFTnmG/NW3RJZi9SKVdauOqKxr5b32OipLm7YnHQr+N4WF9tTmYwi7a8XSE901CYiFkfEXRHxNVKndMjHZUQ0HttdX9JmFbNX1ZV9OS77Wzvq9j+RAqkdc2v9cmt7kCFpoyYVzGhSk2GxGW4OuaNWk8Wdl4enSlqtsI7VSI/0QOoF23ARqVnoeEkbFNKL9FjZ8rxgpisPJxZH5ibSr5UTt0u+TXEhqTnr5OI0SZuQ3tr3Euk9FHVoR9n8KA9PkTSiMM9adH9z7qupefgf+bOYtB/LukitKP9aHJl/22GvivTNNO65Hp0vhI3lbEBqBVhKRDyV8zNB0heK8xTm3UTSRvnvVSXtrtJN1VxxNFoTWnkj702koH/H8gRJb1D1b3U0vu0Xl39mHv6PpPVK6ZH0ynzrpeEq0r7eP3/rL6cvtnD8jNRf4NDSMgA+RnqC6bpYsZcDXkmqlw6TVA4Cp9DdlF3UlYcTiyNzP4H3rUBeqvL2F+BDkt5RlUDSTo3zsY91cUNjv97QYp4uINUzx+eWkqIvA2sCF7TQktZnknaQVNXiVHVcnkcKnk4vvmhM0jp01yXnFdJ/l1Q3fEHSlhXrbqXf3HJpR92eW4bPJrWKfEtSuQ8Rkl5bte1lnbhdsg1whaS7SH0YngBeRYqah1O4MEfEAkm/A94m6ULSuxBeBqZFxB8i4iJJk4CDSZ3afkYKSt4FbETq+XphYXl/kXQSqTPQfZIuJjUL7UGqcO8DlrpotOAq0mNjJ0jamhS5jyM9r/8LmgdI7XAi6VvNhyVtT6oY1iHtrzVIveZbbfbskzaVzY9Izf57A/dLmkY6hg4gdXDanO7bEa3m+xZJD5NuJQwHrsoX9rKzSMHEzZIa71iYQPq2fCnpHncr6/udUofEnYE7JF1PqgT3I3VUq2rh+DDpXunJwBGSbib1EViP1BFre9K3tZmkWzrXAV35XPobqV/FHjnttNyk3Fs+5yl1jJ0oaXRuZm94O/BNSbeSvgE9ReqcPIm0/08vLOc3kk4kBY4P5X4hM0kV5oakb9E3k8qUiHhRqYPotcBFko4lfYscmfO/O7key/XFe0nvLJiu1Mn1EdLLufYk3d8+trdt7WU/LJB0DKnv1U35OH2SVO5vID32Wm69O4f0pMolki4j3cd/Q97GnwKHrEieCnl7SdK7ScfNL3J53Eu6mG5AOi42Jl04nqcPdXHBnqQ6+MoW89Ql6WOkx8DvzufK06Ry3ol0vHym+RJWyGGkgGs6qY6eQ2q524/0iOdZhbRnkFolJpHqn6tJnSsPIvUd+3pE/LMzeUQ8IOmDpHdH3CPpSlInybVJ9cCzdLco1KEddfuXScfIB4D9ct30OGl/bAa8hfT00ANNlwB9e4S1lzRdtPYI61jSheQW0km/iPQM/y+peFMiqanxKlInsCUs+9jWKqQ3kt1JOnGeJz2Z8SGav1XyCFIw8ALpgL+AVEHfD8wtpZ1I6dGoiuVtQIosHydF/zOAT5Mqv6W2P6efQvPHFo8qb2Nf8lIxzyhSZfFQ3tdzSY+XLvNoaaEcu1pdfp7nxqrjo+6yyelHki62M/P2dQFfId0rDeBnfdmWvMzG47QBHNBDun1JF7xn8369lnSBqSzDZvs2l9H/0P2GyvuBY+j5jZ+NN47eSvdz8Y+QOqF+jPxSMdLF4tOk8+uRwn69nVR5jOjDfpmU83NcafzrSS9yujMvu1EOl9L8TYJvJV1gnyC9OOtp0gXxm5TeP5HTjyNdrGfm9M+QfkfjcxVptyf1r3k6p32E9M1zvYq0U2nyyCk9nG+kIO1m0jE9h3TR7emNn28m3Z6ak4+Xm0kBd+U6aHJOtVhPrEtqLbw/528B6fy/FHgP+ZFE+l4Xr0Wq35bnnNqTdH7Myet5mPTir1F92bYelr/MfgT+Xy73+0gtXAvzen9I4UVcpbrks3m/LSyU0zJv0S3MsxPdb5d9MR/PvwIOLKQZT8+vYlimrFvZB/Shbu/pWM7Tu6ium0Sqk3+T9+GLpOvczXlfbdAsf42P8oJWekq//PcP0mNGzR4nsg5YnrKRtAepUjstIibXmb+VRW5G/j9SRbNduPJYqUg6nvRG3Z0j4qZO58cGh453/Gw3Sa8qd2TJ97W/QYpkr+hIxmy5yqbJff216e734fLsJ5GeUvkkqQl1hXqc2+CS78lPBi5zgGF90ZFHWDvsAOBkSdeRXoIyhtTE/TpSc+3ZncvaSm95yuabkrah+8e/xpLurY4BvhfplyOtn0TE1ZI+SsX7MmxIG0/6vZWpnc2GDTYr3e0SSduRegvvQPcz/zNJP0T2tUiPM1kHLE/ZSDqY9KuuW5HuUb5A6hNzHvB9N+mbmXXOShdkmJmZWXusdH0yzMzMrD1Wxj4Zg9Y666wT48eP73Q2zMw67q677poVEa/qdD6sZw4yBpHx48dz551VPxZpZrZykfS3TufBeufbJWZmZlYLBxlmZmZWCwcZZmZmVgsHGWZmZlYLBxlmZmZWCwcZZmZmVgsHGWZmZlYLBxlmZmZWCwcZZmZmVgu/8dMGhPEn/qKldF2nvbPmnJiZWX9xS4aZmZnVwkGGmZmZ1cJBhpmZmdXCQYaZmZnVwkGGmZmZ1cJBhpmZmdXCQYaZmZnVwkGGmZmZ1cJBhpmZmdXCQYaZmZnVwkGGmZmZ1cJBhpmZmdXCQYaZmZnVwkGGmZmZ1cJBhpmZmdXCQYaZmZnVwkGGmZmZ1cJBhpmZmdXCQYaZmZnVwkGGmZmZ1cJBhpmZmdXCQYaZmZnVYsgHGZLGSjpb0m2SnpcUksaX0ozP46s+o0ppR0o6XdKTkhbm5e5csd5VJE2W1CXpBUn3STqg3q01MzMbOIZ8kAFsChwMzAFu6iXtqcBOpc+zpTQ/AN4PnATsCzwJXCNp21K6LwNTgG8D+wC3A5dIesdyboeZmdmgMqzTGWiD30bEqwEkvQ/Ys4e0f42I25tNlLQNcBjw3oj4YR43HZgBnAzsn8etC3wSOC0izsiz3yBpU+A04OoV2yQzM7OBb8i3ZETEkn5c3P7AS8DFheUvBn4C7CVp1Tx6L2AEcEFp/guArSVt1I95MjMzG5CGfJDRR6dKWixpnqRpkrYuTd8KmBkRz5fGzyAFFZsW0i0CHq5IB7Blf2bazMxsIFoZbpe0YhHwPeBa4GlgC+CzwK2SdoiIP+Z0Y0h9O8pmF6Y3hnMjInpJZ2ZmNmQ5yAAi4kngA4VRN0n6Fanl4XPAe/J4AeXAoTG+/H8r6ZaeKB0DHNNs+rhx43qa3czMbEBxkNFERDwq6WZg+8Lo2UDVlX50YXpjOFqSSq0Z5XTldZ4LnNssTxMmTKgKXMzMzAYk98noWblFYgawkaTVSum2BF6kuw/GDGBVYJOKdAAP9HM+zczMBhwHGU1IGge8BfhdYfQ0YDhwUCHdMOAQ4NqIWJRH/4oUdBxeWux7gPsjYmZd+TYzMxsoVorbJZIOzH++KQ/3kfQ08HRETJf0DVLAdRup4+fmwGRgCfDVxnIi4l5JFwNnSRoOzASOAzaiEFBExFOSzgQmS3oWuJsUiOwGTKpvS83MzAaOlSLIAC4p/X9OHk4HJpJubxwHHAWsAcwCrge+FBEPluY9GvgKcAowCrgP2Dsi7i6l+xywAPgo8BrgQeDgiLhqhbfGzMxsEFgpgoyI6PGpjog4DzivxWUtBE7In57SvUwKRE5pMZtmZmZDivtkmJmZWS0cZJiZmVktHGSYmZlZLRxkmJmZWS0cZJiZmVktHGSYmZlZLRxkmJmZWS0cZJiZmVktHGSYmZlZLRxkmJmZWS0cZJiZmVktHGSYmZlZLRxkmJmZWS0cZJiZmVktHGSYmZlZLRxkmJmZWS0cZJiZmVktHGSYmZlZLRxkmJmZWS0cZJiZmVktHGSYmZlZLRxkmJmZWS0cZJiZmVktHGSYmZlZLRxkmJmZWS0cZJiZmVktHGSYmZlZLRxkmJmZWS0cZJiZmVktHGSYmZlZLRxkmJmZWS0cZJiZmVktHGSYmZlZLRxkmJmZWS0cZJiZmVktHGSYmZlZLRxkmJmZWS0cZJiZmVktHGSYmZlZLRxkmJmZWS0cZJiZmVktHGSYmZlZLRxkmJmZWS0cZJiZmVktHGSYmZlZLRxkmJmZWS0cZJiZmVktHGSYmZlZLYZ8kCFprKSzJd0m6XlJIWl8RbrRkr4vaZak5yRdJ2nrinQjJZ0u6UlJC/Nyd65It4qkyZK6JL0g6T5JB9S0mWZmZgPOkA8ygE2Bg4E5wE1VCSQJmAbsDRwPHAAMB26QNLaU/AfA+4GTgH2BJ4FrJG1bSvdlYArwbWAf4HbgEknvWOEtMjMzGwSGdToDbfDbiHg1gKT3AXtWpNkfeCuwW0TckNPeBswEPg18JI/bBjgMeG9E/DCPmw7MAE7Oy0HSusAngdMi4oy8jhskbQqcBlxdw3aamZkNKEO+JSMilrSQbH/giUaAkeebB1wFTCqlewm4uJBuMfATYC9Jq+bRewEjgAtK67kA2FrSRn3dDjMzs8FmyAcZLdoKuL9i/AxgnKTVC+lmRsTzFelGkG7NNNItAh6uSAew5Qrn2MzMbIBzkJGMIfXZKJudh6NbTDemMJwbEdFLOjMzsyFrZeiT0QoB5YCgMb7OdEtPlI4Bjmk2fdy4cT3NbmZmNqA4yEhmU9260GjBmFNIV3WlH12Y3hiOlqRSa0Y53VIi4lzg3GaZnDBhQlXgYmZmNiD5dkkyg9SPomxL4JGIWFBIt5Gk1SrSvUh3H4wZwKrAJhXpAB5Y4RybmZkNcA4ykmnA+pJ2aYyQtCawX55WTDccOKiQbhhwCHBtRCzKo39FCjoOL63nPcD9ETGz37fAzMxsgFkpbpdIOjD/+aY83EfS08DTETGdFDzcBlwg6VOk2yOTSX0ovt5YTkTcK+li4CxJw0nv0TgO2IhCQBERT0k6E5gs6VngblIgshtLPxJrZmY2ZK0UQQZwSen/c/JwOjAxIpZI2hc4I08bSQo6do2IR0vzHg18BTgFGAXcB+wdEXeX0n0OWAB8FHgN8CBwcERc1S9bZGZmNsCtFEFGRPT4VEdOMxt4b/70lG4hcEL+9JTuZVIgckrrOTUzMxs63CfDzMzMauEgw8zMzGrhIMPMzMxq4SDDzMzMauEgw8zMzGrhIMPMzMxq4SDDzMzMauEgw8zMzGrhIMPMzMxq4SDDzMzMauEgw8zMzGrhIMPMzMxq4SDDzMzMauEgw8zMzGrhIMPMzMxq4SDDzMzMauEgw8zMzGrhIMPMzMxq4SDDzMzMauEgw8zMzGrhIMPMzMxq4SDDzMzMauEgw8zMzGrhIMPMzMxq4SDDzMzMauEgw8zMzGrhIMPMzMxq4SDDzMzMauEgw8zMzGrhIMPMzMxq4SDDzMzMauEgw8zMzGrhIMPMzMxq4SDDzMzMauEgw8zMzGrhIMPMzMxq4SDDzMzMauEgw8zMzGrhIMPMzMxq4SDDzMzMauEgw8zMzGrhIMPMzMxq4SDDzMzMauEgw8zMzGrhIMPMzMxq4SDDzMzMauEgw8zMzGrhIMPMzMxq4SAjkzRRUlR85pbSjZb0fUmzJD0n6TpJW1csb6Sk0yU9KWmhpNsk7dy2DTIzM+uwYZ3OwAD0EeD3hf8XN/6QJGAasBFwPDAHmAzcIGnbiHisMN8PgHcCnwL+CnwIuEbSThFxb61bYGZmNgA4yFjWHyPi9ibT9gfeCuwWETcASLoNmAl8mhSgIGkb4DDgvRHxwzxuOjADODkvx8zMbEjz7ZK+2R94ohFgAETEPOAqYFIp3UvAxYV0i4GfAHtJWrU92TUzM+scBxnLulDSy5KekXSRpHGFaVsB91fMMwMYJ2n1QrqZEfF8RboRwKb9nmszM7MBxrdLus0DvgFMB+YD2wGfBW6TtF1EPAWMAboq5p2dh6OBBTndnB7Sjem/bJuZmQ1MDjKyiLgHuKcwarqk3wJ3kPpafB4QEBWzq+L/VtItPVE6Bjim2fRx48Y1m2RmZjbgOMjoQUTcLenPwPZ51GyqWyFG5+GcQrqqiGB0YXrV+s4Fzm2WnwkTJlQFLmZmZgOS+2T0rtgqMYPU36JsS+CRiFhQSLeRpNUq0r0IPFxHRs3MzAYSBxk9kDQBeB3wuzxqGrC+pF0KadYE9svTKKQbDhxUSDcMOAS4NiIW1Zx1MzOzjvPtkkzShaT3XdwNzCV1/JwMPA6cnZNNA24DLpD0KbpfxiXg641lRcS9ki4GzpI0PC/3ONJLvA5vx/aYmZl1moOMbvcDh5Le5Lka8HfgcuCLETELICKWSNoXOAM4BxhJCjp2jYhHS8s7GvgKcAowCrgP2Dsi7q5/U8zMzDrPQUYWEacCp7aQbjbw3vzpKd1C4IT8MTMzW+m4T4aZmZnVwkGGmZmZ1cJBhpmZmdXCQYaZmZnVwkGGmZmZ1cJBhpmZmdXCQYaZmZnVwkGGmZmZ1cJBhpmZmdXCQYaZmZnVwkGGmZmZ1cJBhpmZmdXCQYaZmZnVwkGGmZmZ1cJBhpmZmdXCQYaZmZnVwkGGmZmZ1cJBhpmZmdXCQYaZmZnVwkGGmZmZ1cJBhpmZmdXCQYaZmZnVwkGGmZmZ1cJBhpmZmdXCQYaZmZnVwkGGmZmZ1cJBhpmZmdXCQYaZmZnVwkGGmZmZ1cJBhpmZmdViWKczYDZYjD/xFy2l6zrtnTXnxMxscHCQYbVq9cJsZmZDj2+XmJmZWS0cZJiZmVktHGSYmZlZLRxkmJmZWS0cZJiZmVktHGSYmZlZLRxkmJmZWS0cZJiZmVktHGSYmZlZLRxkmJmZWS0cZJiZmVktHGSYmZlZLRxkmJmZWS0cZJiZmVkt/FPvNqi0+tPxXae9s+acmJlZbxxkmPUzB0JmZolvl9RI0gaSLpU0T9J8SZdLGtfpfJmZmbWDg4yaSFoNuB7YAjgSOALYDLhB0is7mTczM7N28O2S+rwf2BjYPCIeBpD0B+Ah4Fjgmx3MW1Nu6jczs/7iloz67A/c3ggwACJiJnALMKljuTIzM2sTBxn12Qq4v2L8DGDLNufFzMys7Rxk1GcMMKdi/GxgdJvzYmZm1nbuk1GvqBinZoklHQMc08PyFkh6cDnysQ4waznma0pf68+l9b+Bnj8Afa3/y8X6hctl4Kkqkw07kRHrGwcZ9ZlDas0oG011CwcRcS5wbn9nRNKdETGhv5drK8blMjC5XAYel8ng5dsl9ZlB6pdRtiXwQJvzYmZm1nYOMuozDdhR0saNEZLGA2/J08zMzIY0Bxn1+R+gC7hS0iRJ+wNXAo8C3+tkxszMzNrBQUZNIuI5YDfgz8D/AhcCM4HdImJBJ/NmZmbWDu74WaOIeAQ4oNP5MDMz6wS3ZJiZmVktHGSsHPr9sVjrFy6XgcnlMvC4TAYpRVS9L8rMzMxsxbglw8zMzGrhIMPMzMxq4SBjiJK0gaRLJc2TNF/S5ZLGdTpfKxNJYyWdLek2Sc9LivxCtnK60ZK+L2mWpOckXSdp6w5keciTdKCkyyT9TdJCSQ9KOlXSGqV0LpM2kbSXpOsl/V3SIkmPSfqppC1L6Vwmg5CDjCFI0mrA9cAWwJHAEcBmwA2SXtnJvK1kNgUOJv1WzU1VCSSJ9AbYvYHjSY88DyeV1dg25XNl8kngZeCzpH3+XeA44NeSVgGXSQeMAe4CPgzsCUwm/STD7ZI2BJfJoBYR/gyxD/BRUkW6aWHcRsBi4IRO529l+QCrFP5+H+lXeceX0kzK43ctjFsLmA18q9PbMNQ+wKsqxv1HLoPdXCYD4wNsnsvgEy6Twf1xS8bQtD9we0Q83BgRETOBW0gnq7VBRCxpIdn+wBMRcUNhvnnAVbis+l1EPF0x+vd5uH4eukw675k8fCkPXSaDlIOMoWkr4P6K8TNIvwJrA0dPZTVO0uptzs/KaJc8/GMeukw6QNIrJI2QtBnp953+DvwkT3aZDFIOMoamMaR+AGWzgdFtzov1rKeyApdXrSStD5wMXBcRd+bRLpPO+B2wiPR7T/9Kun31VJ7mMhmkHGQMXVVvWVPbc2G9ES6rjsjffq8k9VU6ujgJl0knHAHsCBwGzCd1xh2fp7lMBikHGUPTHFLkXzaa6m8D1jmzaV5W4PKqhaSRpKcVNgb2iojHCpNdJh0QEX+MiN9FxI+B3YHVgRPzZJfJIOUgY2iaQbqHWbYl8ECb82I966msHomIBW3Oz5AnaThwGbAD8I6I+L9SEpdJh0XEXOBh0mPg4DIZtBxkDE3TgB0lbdwYkZsd35Kn2cAxDVhfUqPzIZLWBPbDZdXv8rswLiR9U54UEbdXJHOZdJikV5Pe8/OXPMplMkj5B9KGoPzCrfuAhcDnSfcyvwysAfyro/72kXRg/nN34APAB4GngacjYnq+6N0MbAB8itTsO5nU8W2biHi0/bkeuiR9l1QOXwF+Xpr8WEQ85jJpL0lXAHcDfyD1xXgd8HHgNcAOEfFnl8ng5SBjiMqvED8T2IPUOeo3wMcioquT+VrZSGp2gk2PiIk5zRjgDOBdwEjgNtJL0+5rRx5XJpK6gA2bTP5SREzJ6VwmbSLpM6Q3424CjAAeBW4ETi3WVy6TwclBhpmZmdXCfTLMzMysFg4yzMzMrBYOMszMzKwWDjLMzMysFg4yzMzMrBYOMszMzKwWDjLMaiRpvKSQNLXTeVkRkqbk7ZjY6byY2eDhIMPMzMxq4SDDzFrxbeD1wB2dzoiZDR7DOp0BMxv4ImIWMKvT+TCzwcUtGWYdIum1kr4jqUvSi5KelnS5pDc1Sb+WpLMkPSbpBUl/knSCpI2b9fuQ9DpJl0maI+k5SbdKeqeko/I8R7WY18o+GXncjZLWkXSupCclLZI0Q9LRy7FPxkr6lqSH8jbOlnSHpC9UpN1L0i15u2ZL+pmkLSRNzfkaX0q/v6TfFPL4hKTpkj7Y13yaWWvckmHWAZI2Iv2q5HrA9cCPSb8weRDwTkkHRMTPC+lH5nRvBO4h/Vz5WsDngLc1WccWwC3AGOAXpF+53Bi4Ari6HzdnVF7Pi8ClpB+vOhA4T9KSiDi/lYVImgBck/P7W+ByYDVgS2AK6ZeEG2kPAS4CFgE/BZ4E3kz60axlfjBL0jHA94C/A1eRWmXWJf2K59HAOX3aYjNriYMMs874b1KA8fmI+EpjpKRzSBfY8yVtGBEL8qRPkQKMnwCHRf5lQ0lfIf1MdpXvkC7YH4yI7xbWsQ/9G2RsA/wAODYiXs7rOJMU1HwG6DXIkDQCuCTn9/CIuKg0fYPC32uQ9t9iYKfir3BKOi2vs+xYUhC0TUQ8VVr2Oi1so5ktB98uMWszSWOBPYFHgK8Xp0XEraRWjTHAuwuTjgSWAJOj8NPJEfEocFbFOjYAdgMeJn2DL67jl8B1/bApDc+TfnL75cI6HiC1brw+BwW92Q8YD0wrBxh5eY8W/p1Eaj25sOJnvk8B5jZZx2LgpYplu6+JWU0cZJi133Z5eFNELHPRI90W+Wc6SWsCmwCPR0RXRfqbK8Ztm4e3RcSSFudZXg9FxPyK8Y3AYFQLy9gxD3/ZQtrG/ltmG3LLz70V81xIuvUyQ9KZkt4l6VUtrMvMVoCDDLP2WysPn2wyvTF+VB6umYf/aJK+avxaPUzrafzymNtk/OI8fEULyxiVh4+3kLbP2xYR3yS1Bj0CfITUL+Ufkm7IfUHMrAYOMszab14evqbJ9NeW0jVaCV7dJH3V+OWZp5Pm5uH6LaRdrm2LiB9FxI7A2sA7Sf1IdgaukbRu61k1s1Y5yDBrv3vy8K2Sqjpf75qHdwPkWxF/BdYvP5bZWE4P69hJUtV5XjVPJ92eh/u0kPaf+688QdLqdN8qqhQRcyPi6oh4PzCV1P+l8gkdM1sxDjLM2iwiHgN+Tero+LHiNEn/DzgMmENq0m/4Eel8PVWSCuk3KC8jr+NR4EZgU9KTFcV17A28fUW3o59dBXQB+0s6tDxRUrGF40pSK8/hkrYpJf08FX1AJO3dJKBrtGA8vxx5NrNe+BFWs874AOnpi9Ml7QncSfd7MpYAR0fEs4X0XwfeBfw7sLmka0l9Ew4mPfL6rjxf0YfyOs6R9A6635NxAOlCPalino6IiBclHQRcC1wk6VhS68ZI0uvMdyfXVxExP79A6wLgVknF92RsA0wHdmHpbfsJ8IKkm0nBjEitF9sDd9G/T9uYWeaWDLMOiIi/AhNI73vYHPgk6VbBr4C3RMSVpfQLSbdRzib15fh4/v+rwKk52fzSPA8AO5FaRN5GavEYD/wb3U9mVD0V0hERcSfpVsd3gQ2BE4AjSC0TXyylvYjUr+I+4BDgOFLrxk5A490ixW07kfSirjcCHyS9gGs46Z0auzZ5ysfMVpAKj9yb2SAk6f3AucAHIuJ7vaXP81xIui2zRUQ8WGf+2knSK0j9V1aNiGYda82sTdySYTZISFqvYtwGwBdIj4v+vDRtFUnLXGgl7U769v/AYA0wJI2StFppnEh9MsaRXkluZh3mPhlmg8dlkoaT+hDMJd362Jf0kqnJEVF+x8QI4FFJNwB/IgUiWwF7kF6x/aH2ZLsWOwIX574pXcDqedy2pJeATelUxsysm2+XmA0SubPjEcBmpE6fC0iPc347Ipb55p5vHZxFer34WFIwMovUUfS0iLinPM9gkX9g7hTgLcCrSF+YHiO15nw1IvrzZWNmtpwcZJiZmVkt3CfDzMzMauEgw8zMzGrhIMPMzMxq4SDDzMzMauEgw8zMzGrhIMPMzMxq8f8B6XY0Bfg04pkAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.title(\"Histogram of logg values (secondaries) of isochrone\")\n", + "plt.hist(np.array([x for x in iso1.secondaries['logg'] if np.isfinite(x)]),\n", + " np.arange(0, 30, 1))\n", + "plt.xlabel(\"logg in cgs\")" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'logg in cgs')" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.title(\"Histogram of logg values (primaries) of isochrone\")\n", + "plt.hist(np.array([x for x in iso1.primaries['logg'] if np.isfinite(x)]),\n", + " np.arange(0, 30, 1))\n", + "plt.xlabel(\"logg in cgs\")" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'logg in cgs')" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.title(\"Histogram of logg values single stars of isochrone\")\n", + "plt.hist(np.array([x for x in iso1.singles['logg'] if np.isfinite(x)]),\n", + " np.arange(0, 30, 1))\n", + "plt.xlabel(\"logg in cgs\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For comparison, let's create a MIST v.1. isochrone phot using otherwise same parameters." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Isochrone generation took 23.235669 s.\n", + "Making photometry for isochrone: log(t) = 8.20 AKs = 0.00 dist = 2000\n", + " Starting at: 2021-08-13 12:03:21.425874 Usually takes ~5 minutes\n", + "Starting filter: ubv,U Elapsed time: 0.00 seconds\n", + "Starting synthetic photometry\n", + "M = 0.111 Msun T = 2982 K m_ubv_U = 28.94\n", + "M = 1.468 Msun T = 7177 K m_ubv_U = 14.83\n", + "M = 4.392 Msun T = 4603 K m_ubv_U = 11.93\n", + "M = 4.423 Msun T = 3455 K m_ubv_U = 12.78\n", + "M = 4.425 Msun T = 23358 K m_ubv_U = 6.34\n", + "M = 4.425 Msun T = 170211 K m_ubv_U = 11.96\n", + "M = 4.426 Msun T = 157705 K m_ubv_U = 17.19\n", + "Starting filter: ubv,B Elapsed time: 1.80 seconds\n", + "Starting synthetic photometry\n", + "M = 0.111 Msun T = 2982 K m_ubv_B = 27.70\n", + "M = 1.468 Msun T = 7177 K m_ubv_B = 14.87\n", + "M = 4.392 Msun T = 4603 K m_ubv_B = 10.80\n", + "M = 4.423 Msun T = 3455 K m_ubv_B = 10.83\n", + "M = 4.425 Msun T = 23358 K m_ubv_B = 7.37\n", + "M = 4.425 Msun T = 170211 K m_ubv_B = 13.15\n", + "M = 4.426 Msun T = 157705 K m_ubv_B = 18.38\n", + "Starting filter: ubv,V Elapsed time: 3.55 seconds\n", + "Starting synthetic photometry\n", + "M = 0.111 Msun T = 2982 K m_ubv_V = 26.40\n", + "M = 1.468 Msun T = 7177 K m_ubv_V = 14.53\n", + "M = 4.392 Msun T = 4603 K m_ubv_V = 9.59\n", + "M = 4.423 Msun T = 3455 K m_ubv_V = 9.17\n", + "M = 4.425 Msun T = 23358 K m_ubv_V = 7.56\n", + "M = 4.425 Msun T = 170211 K m_ubv_V = 13.52\n", + "M = 4.426 Msun T = 157705 K m_ubv_V = 18.74\n", + "Starting filter: ubv,R Elapsed time: 5.43 seconds\n", + "Starting synthetic photometry\n", + "M = 0.111 Msun T = 2982 K m_ubv_R = 25.14\n", + "M = 1.468 Msun T = 7177 K m_ubv_R = 14.35\n", + "M = 4.392 Msun T = 4603 K m_ubv_R = 9.04\n", + "M = 4.423 Msun T = 3455 K m_ubv_R = 8.20\n", + "M = 4.425 Msun T = 23358 K m_ubv_R = 7.62\n", + "M = 4.425 Msun T = 170211 K m_ubv_R = 13.66\n", + "M = 4.426 Msun T = 157705 K m_ubv_R = 18.88\n", + "Starting filter: ubv,I Elapsed time: 7.17 seconds\n", + "Starting synthetic photometry\n", + "M = 0.111 Msun T = 2982 K m_ubv_I = 22.28\n", + "M = 1.468 Msun T = 7177 K m_ubv_I = 14.14\n", + "M = 4.392 Msun T = 4603 K m_ubv_I = 8.36\n", + "M = 4.423 Msun T = 3455 K m_ubv_I = 6.26\n", + "M = 4.425 Msun T = 23358 K m_ubv_I = 7.79\n", + "M = 4.425 Msun T = 170211 K m_ubv_I = 13.97\n", + "M = 4.426 Msun T = 157705 K m_ubv_I = 19.19\n", + " Time taken: 8.91 seconds\n" + ] + } + ], + "source": [ + "iso2=synthetic.IsochronePhot(8.2, 0.0, 2000,\n", + " math.log(1), recomp=True) # New MIST v.1 isochrone for same metallicity" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Note: dist/10 pc = 200 for both of our isochrones and clusters" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Find the maximum logg of the isochrone and the distribution of logg values" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "8.038804565028379" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(iso2.points['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([ 96., 103., 29., 55., 179., 39., 26., 71., 5., 0., 0.,\n", + " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n", + " 0., 0., 0., 0., 0., 0., 0.]),\n", + " array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16,\n", + " 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29]),\n", + " )" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.xlabel(\"logg in cgs\")\n", + "plt.title(\"Histogram of logg values of stars in the MIST v1 isochrone\")\n", + "plt.hist(np.array([x for x in iso2.points['logg'] if np.isfinite(x)]), np.arange(0, 30, 1))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finding the log_g median and mean for the new isochrone" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.190403645585174" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median(iso2.points['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3.7100077975325854" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(iso2.points['logg'])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we want to make clusters for both of these models and plot CMD, HR Diagram, and Mass Luminosity relationship for the isochrones. Then, we want to find the Mass luminosity relationship and CMD for the cluster." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [], + "source": [ + "from spisea import imf\n", + "from spisea.imf import imf, multiplicity\n", + "from spisea import ifmr" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we compare the BPASS and MIST cluster of the same age. Here, we test the functionality of the BPASS cluster, specifically in its ability to match IMF generated stars with their counterparts in the isochrone and to apply the IFMR." + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/u/ryotainagaki/Desktop/PyPopStar/spisea/synthetic.py:801: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify 'dtype=object' when creating the ndarray.\n", + " compMass = np.array([compMass[x] for x in indices])\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Creating Interpolator for: Teff\n", + "Creating Interpolator for: L\n", + "Creating Interpolator for: logg\n", + "Creating Interpolator for: isWR\n", + "Creating Interpolator for: mass_current\n", + "Creating Interpolator for: phase\n", + "Creating Interpolator for: m_ubv_U\n", + "Creating Interpolator for: m_ubv_V\n", + "Creating Interpolator for: m_ubv_B\n", + "Creating Interpolator for: m_ubv_R\n", + "Creating Interpolator for: m_ubv_I\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/table/table.py:3197: FutureWarning: elementwise == comparison failed and returning scalar instead; this will raise an error or perform elementwise comparison in the future.\n", + " result = self.as_array() == other\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 6 companions out of stellar mass range\n" + ] + } + ], + "source": [ + "clus_1=synthetic.Cluster_w_Binaries(iso1,\n", + " imf.IMFSalpeter1955(multiplicity=\n", + " multiplicity.MultiplicityUnresolved()),\n", + " 2000, ifmr=ifmr.IFMR_Spera15())\n", + "clus_2=synthetic.ResolvedCluster(iso2,\n", + " imf.IMFSalpeter1955(multiplicity=\n", + " multiplicity.MultiplicityUnresolved()),\n", + " 2000, ifmr=ifmr.IFMR_Spera15())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Taking a look at the BPASS Cluster vs MIST Settings cluster Observer's HR Diagram\n", + "Remember to use a distance modulus!" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(iso1.primaries['m_ubv_B'] - iso1.primaries[\"m_ubv_V\"],\n", + " iso1.primaries[\"m_ubv_V\"] - 5 * np.log10(200), \"r.\")\n", + "plt.plot(iso1.secondaries['m_ubv_B'] - iso1.secondaries[\"m_ubv_V\"],\n", + " iso1.secondaries[\"m_ubv_V\"] - 5 * np.log10(200), \"r.\")\n", + "plt.plot(iso1.singles['m_ubv_B'] - iso1.singles[\"m_ubv_V\"],\n", + " iso1.singles[\"m_ubv_V\"] - 5 * np.log10(200), \"r.\", label=\"BPASS isochrone\")\n", + "plt.plot(iso2.points['m_ubv_B'] - iso2.points[\"m_ubv_V\"],\n", + " iso2.points[\"m_ubv_V\"] - 5 * np.log10(200), \"b+\", label=\"MISTv1\", alpha=0.25)\n", + "plt.xlabel(\"B-V\")\n", + "plt.ylabel(\"M_V\")\n", + "plt.title(\"Color magnitude Diagram of Isochrones at solar metallicity and 10**8.2 years age\")\n", + "plt.gca().invert_yaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(iso1.primaries['m_ubv_B'] - iso1.primaries[\"m_ubv_V\"],\n", + " iso1.primaries[\"m_ubv_V\"] - 5 * np.log10(200), \"r.\", label = \"Primary Stars from BPASS isochrone\")\n", + "plt.xlabel(\"B-V\")\n", + "plt.ylabel(\"M_V\")\n", + "plt.title(\"Color magnitude Diagram of Primary Stars from BPASS Isochrone\\n at solar metallicity and 10**8.2 years age\")\n", + "plt.gca().invert_yaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Finding stars with the very low M_V magnitudes.** This includes looking at the insides of a primary star table" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='phase' dtype='float64' length=2>\n", + "
\n", + "\n", + "\n", + "
5.0
101.0
" + ], + "text/plain": [ + "\n", + " 5.0\n", + "101.0" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(iso1.primaries[np.where(iso1.primaries['m_ubv_V'] -\n", + " np.log10(2000 / 10) > 15.0)]['phase'])" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Table length=177\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
massLTeffRloggisWRmass_currentphasesourcem_ubv_Um_ubv_Vm_ubv_Bm_ubv_Rm_ubv_I
solMassWKmsolMass
float64float64float64float64float64boolfloat64float64int64float64float64float64float64float64
1.42.6668705105418817e+232738.734924624995581562431.489620524.648933553569084False1.6250475.0330.73672471688670528.3040530254177629.590381196274226.8904196375954623.585313231822646
0.3981072.6668705105418817e+232738.734924624995581562431.489620524.041574446625068False0.40133485.0430.0425824979413928.298569798494329.29882075936120226.9792126533972923.631401519338752
0.3981072.6668705105418817e+232738.734924624995581562431.489620524.038067441246554False0.3981075.0330.03950025188098428.2987015763748429.29739394293731526.9802280599826223.631908766863493
3.162282.6668705105418817e+232738.734924624995581562431.489620524.938067948646069False3.162285.0431.23949410007064728.34926167509225429.78165948630291726.96471929990474323.621658438647714
0.3981072.6668705105418817e+232738.734924624995581562431.489620524.038067441246554False0.3981075.0430.03950025188098428.2987015763748429.29739394293731526.9802280599826223.631908766863493
0.5011872.6668705105418817e+232738.734924624995581562431.489620524.138067424857716False0.5011875.0430.13101451806891628.29495027553055329.3388327910729326.95164053744141723.617537092071686
0.5011872.6668705105418817e+232738.734924624995581562431.489620524.138067424857716False0.5011875.0430.13101451806891628.29495027553055329.3388327910729326.95164053744141723.617537092071686
3.162282.6668705105418817e+232738.734924624995581562431.489620524.938067948646069False3.162285.0431.23949410007064728.34926167509225429.78165948630291726.96471929990474323.621658438647714
1.02.6668705105418817e+232738.734924624995581562431.489620524.438067627303133False1.05.0430.46356325167995728.28377350849845229.47357815170020226.8701344602487723.57552936322022
..........................................
3.162282.6668705105418817e+232738.734924624995581562431.489620524.938067948646069False3.162285.0431.23949410007064728.34926167509225429.78165948630291726.96471929990474323.621658438647714
0.6309572.6668705105418817e+232738.734924624995581562431.489620524.266478022815469False0.67361295.0330.26111580900598628.29015213670909629.39447490763566526.91600156219367823.599357000580635
0.5011872.6668705105418817e+232738.734924624995581562431.489620524.138067424857716False0.5011875.0430.13101451806891628.29495027553055329.3388327910729326.95164053744141723.617537092071686
2.511892.6668705105418817e+232738.734924624995581562431.489620524.8398356118570485False2.5221335.0431.04145911026798328.33369014362339729.71282625262321626.93890189913049223.609173345996595
0.7943282.6668705105418817e+232738.734924624995581562431.489620524.338067498968938False0.7943285.0430.34104353586467428.2874863304672929.42678014478545726.89662909332884423.589352142607936
1.02.6668705105418817e+232738.734924624995581562431.489620524.438067627303133False1.05.0430.46356325167995728.28377350849845229.47357815170020226.8701344602487723.57552936322022
2.511892.6668705105418817e+232738.734924624995581562431.489620524.838068244279513False2.511895.0431.03820704977337628.33341202022594329.71162692792946626.9384429760622923.608950027401207
3.162282.6668705105418817e+232738.734924624995581562431.489620524.938067948646069False3.162285.0431.23949410007064728.34926167509225429.78165948630291726.96471929990474323.621658438647714
1.258932.6668705105418817e+232738.734924624995581562431.489620524.538069210104485False1.258935.0430.59244508906621728.287205756826929.52513589493962326.86322684141771723.571693650767493
3.162282.6668705105418817e+232738.734924624995581562431.489620524.938082643335787False3.1623875.0431.2395265985636428.34926402124222729.78167011660531626.964723208250323.62166031708847
" + ], + "text/plain": [ + "\n", + " mass L ... m_ubv_R m_ubv_I \n", + "solMass W ... \n", + "float64 float64 ... float64 float64 \n", + "-------- ---------------------- ... ------------------ ------------------\n", + " 1.4 2.6668705105418817e+23 ... 26.89041963759546 23.585313231822646\n", + "0.398107 2.6668705105418817e+23 ... 26.97921265339729 23.631401519338752\n", + "0.398107 2.6668705105418817e+23 ... 26.98022805998262 23.631908766863493\n", + " 3.16228 2.6668705105418817e+23 ... 26.964719299904743 23.621658438647714\n", + "0.398107 2.6668705105418817e+23 ... 26.98022805998262 23.631908766863493\n", + "0.501187 2.6668705105418817e+23 ... 26.951640537441417 23.617537092071686\n", + "0.501187 2.6668705105418817e+23 ... 26.951640537441417 23.617537092071686\n", + " 3.16228 2.6668705105418817e+23 ... 26.964719299904743 23.621658438647714\n", + " 1.0 2.6668705105418817e+23 ... 26.87013446024877 23.57552936322022\n", + " ... ... ... ... ...\n", + " 3.16228 2.6668705105418817e+23 ... 26.964719299904743 23.621658438647714\n", + "0.630957 2.6668705105418817e+23 ... 26.916001562193678 23.599357000580635\n", + "0.501187 2.6668705105418817e+23 ... 26.951640537441417 23.617537092071686\n", + " 2.51189 2.6668705105418817e+23 ... 26.938901899130492 23.609173345996595\n", + "0.794328 2.6668705105418817e+23 ... 26.896629093328844 23.589352142607936\n", + " 1.0 2.6668705105418817e+23 ... 26.87013446024877 23.57552936322022\n", + " 2.51189 2.6668705105418817e+23 ... 26.93844297606229 23.608950027401207\n", + " 3.16228 2.6668705105418817e+23 ... 26.964719299904743 23.621658438647714\n", + " 1.25893 2.6668705105418817e+23 ... 26.863226841417717 23.571693650767493\n", + " 3.16228 2.6668705105418817e+23 ... 26.9647232082503 23.62166031708847" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "iso1.primaries[np.where((iso1.primaries['m_ubv_V'] - 10 > 15.0) &\n", + " (iso1.primaries['phase'] == 5))]" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "-1.4943756354369313" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.min(([x - 10 for x in iso1.secondaries[\"m_ubv_V\"] if np.isfinite(x)]))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plotting the HR Diagram of the Isochrones" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAr8AAAH7CAYAAADFOPcJAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Z1A+gAAAACXBIWXMAAAsTAAALEwEAmpwYAACeXUlEQVR4nOzde3xU1bn/8c+TcFVADV6iWBwttoqlRhqVWJSIVqq2hYqt+lPRqgVt7Sna1latp1RrqdpWeuqV1hve6LEoalsrKgSlBhQ1PSp4wToIarwQFS/IJVm/P9bemUtmkplkkpnMfN+v17wms2fvPSsze2aeWftZzzLnHCIiIiIipaAs3w0QEREREekpCn5FREREpGQo+BURERGRkqHgV0RERERKhoJfERERESkZCn5FREREpGSUVPBrZqeamTOzU/PdlmJnZtVm9pCZvRs85w35blNXmNnNwf8RyXdbpPvp9c49M6szM5e0rDZ4nmd0tG6Wj5Vyv6Wi1P9/kY5kFPwGb6J2P4jMLJrqyyJueXhpMbMPzGypmU03s77ZNDjuSym8NAf7e8XM5pvZ2WY2NJt9Sm6Z2RDg78ABwFzgl8B1HWwTCV7PaPe3UAqJmc0IXvvafLdFYoLXpC7f7cilrgbVxcrM+prZD83sJjNrMLNNwet/RgbbnmJmT5jZR8F3cZ2Zfa2DbWoz+awPvxc6WGdHM7vczJ4zsw/NbJ2ZPWVmPzGzwR09Rtx+vhzs50kze8fMNprZq2b2ZzMbkel+pHfo04OP9QfgfaAcGA4cA1wJHAZ8vRP7uxdoCP4eDHwGOBiYCFxqZj90zt2ctM09wFLgzU48nmTuAGBH4ELn3K/z3RgR6XWmAFt1YfsngL2Bd3PTnKK3NTAr+PstoBH/ndouM/st8CNgLfAnoB9wPHC/mf3AOXdV3Lq7OedWp9nP1sAA59w6M/sMsNalmIEr6Czb3jn3ZnA7AizDf9/UAQ8AA4AjgMuBk8xsjHNuQ0f/CzAP2AF4HLgd2ALUAKcDx5vZV5xz9RnsR3qBngx+ZznnouENM7sEH7x+zczGOecWZ7m/+cnBrZn1AU7DB9o3mdlG59yd4f3OuQ+ADzrXfMnCLsH1G3lthYj0Ss6517q4/SfACzlqTin4BDgKaHDOvRmkS/yivQ3M7CB84PsKsL9z7r1g+RXAU8BvzexvzrmomZUBDwS9vT9M2s9xwO+Aq4DfAH8GhpjZ2cC6uPUOB/4ILAbODBb/BB/4znDO/TJu3XJgATAe+BYwJ4Pn4ErgVudcwveWmV0AXArMBkZlsB/pDZxzHV4A51dtd51osF4kk+XBfX8P7vtxJu0Itrk52ObUdtb5TrDOm8DAuOWnptoWOBR/YK8A1gMbgOfwb/4BaR5jZ+Am4O1g/QbgFKA2eIwZSevXBcv7Af8NvAhsBG4O7t8G/0ZeiP8VvQl4B7gPGNPO61IH7ATciP/F/jH+l+vBwTpbA1cAq4PHex74VqbPd9xjHQb8E2gCPgVewn9QbRO3TiQ8VlJc0r5eSdtGk5Zb8Lw+HjwfnwJrgAeB41Ls50v4X/BvB//vauAaYOc0j7sV8FNgOfAh8BGwEvgfYKcUx10EmAY8G7TlreDY2SbFvqPBZQjw++DvzfHHRibPa4pjqA9wAfBy8D+uAS4D+qX5H/cK2r8mWP8t4A7g8ynW3Qn4Lf74/Bh/tubFYPs9MjxWMn4/Eft8aHPJ4HG67diIf72Tlp8a7OM/wf+1HvgXcFKaNoavWcr3fQf/X87f38AJwCLgveD5Wgn8HOif9D+mex/P6OpzkbSsNnm/6daNu+8I4P6413EN/kzg4en2S/ufTXX4M5Jrgv9hUJrHvSpYf3IGr93n8O/j5fhjMzzeZgO7pli/tb1AFf678X18ULoYOCjN4+wE3BAcGx1+D2V6CdrhgDPaWWdOsM53Utx3cXDfL+OWbQVcGLT1Pnxguwh4GpgQt14f4HvA68DdwX7+iv+8Ox6wuHUfCO7fL0Ubzg3u+1FnnoO4/ZQHr4MDhmaw/m+Cdaekuf9Lwf33Jy3fCjg/eA0/xn8X1QMnpNhHP+Bs4B/E3vtNwMPAkWkeN0o730f4M+gX4T+r1+O/D18B/gJ8KcPn6kv4zsd/E/tOexn/42a7NNtsgz/rsDZY/4XgtdsjeJ7afFZm81ylu/Rkz28qFlxvzvF+b8F/0e6G/+X39w7W/yk+QHg8WHcA8GX8B0CtmR3unGsOVzazHYN1I8Cjwd+V+C/SBR081jxgf/ybdj7+Axz8KbpLg/39Hf/lNBz4BnCkmX3dOffPFPvbFv+F8yFwJ1CB/4B40MxqgOuDZX8D+uK//P5iZmucc0s7aGv4/04DrsUfZHcFba7FP29fN7MvO+fex39Y/xL/4T2RxNSUBjrnUvxB/irwv/ie+53xz+G38G/MsJ1fwz+/hv+wXI1/M54FTAzaGY1bfzv8h++++KDkRvyPjs/izyDcjf+gjnc5MAH/5bsAH+h9FxiBP9aS9cP/oKkI1l8f/C/ZPK/J7sCn+DwQ7O8o4Dx8D8h34lc0s68G/0ffoM2rgF3xaUdHm9mhzrmng3W3wh9LnwUeCtY3/PtoYvCc/idFe5Jl836aBUwCxuHft9EM9h/qtmOjHdfig/pH8T+uh+Kf/1vN7PPOuYvSbJfufd+RbcnR+9vMbsAf12vxx8T7wBjgEuCw4LTuFvx79Zf4z9DV+B8CobocPBedZma/xP+I+Aj/PK7Bn2k6CDgJ/+Wfyvv4/+lU/PH8y7j7os65ZjP7U7D8BPwp/PjHHQiciE8HuC+Dph6D751chH8fbAL2Ac7Av7ernXOvp9iuGv9ersf3gA4HJgOPmFmVc+7FuDYNDfa9B7AkuOyMH1/R0fdQLoSfd6m+lx7AB1LjCXqQne+Nv9TM7gIewx+36/A/Wlq/X4Nj8Boz+2uwHvjv132DfcR7HvgqcDTwTLgw6Gk+EmjBf/52hcOnQAA0t7di4Dp8R9Y0Uvc4Twuurw8XmNm2+Hbuh/8xcCN+TNYE4A4z28c59/O4fVTgg8zH8Z/V7+Bf+68D/zCz7zrn/pzisVN+H5mZ4V/Hg4gde1vwqS+1+NfhqQz+9+8C38T/YHsY/8NhND6YPdLMDnTOfRj3fw8I2jMa//rdjg+GL8R/x7XRiecqtQyj+dZf/e1c3ieLnl/g8/gvfUeGvyqC7W4ms57EW2n7y/PUVNviPzwsxT4uCdY/Lmn5DcHyy5KW74v/BZa2JwP4P3zOUqpfP6mW74pPH1jZzutyHVAWt/zkYHkTPoAZEHffwcF992T4fO8W/E/rgb2S7rsm2NfspOUpn+cOHidC6p7fdfgv661SbLN93N+D8Pl9zQS9YnH3/TTY94Kk5XcEy6+Nf/6C+waT2KsdHnevAcPjlvfBf/k74IA0x/7DwNY5eF7DY+gpoCJu+db4oLYZqIxbvh3+R9S7wMikfe2DDyCejlv29WD/V6Z4rvsBgzN8LbN9P80Iltdmerz0wLERvt6RpOWfTfPcPIL/ET8szWuW8n3fwf+Xs/c3sffk3cSdDUt6/n+Y4vHr2mlfp56LpGW1ZNjzi+/xdfgfYMNSPPaundlv3H07B+1enuK+8Pm7NMPXbhhxvelJ/0MzcG2a5yHV99O0YPk1Sctnk+L9ig+gN6f6/7M49sJjImXPL/4zxwEfprl/++D+t+KWbYU/Y/VWcNzG9/weEbdeH/wPh/BHmiPW83sciT2/O+J7Cl1w3F2BDwpX4j/72vRKd+K5OC7Yf30W2/wt2GZU0vJB+B+yrwHlcctvDtY/L2n9AfigtAWoilven9RnELbB99w20fZ9HiX999Eo0sQF+MAyZa9tinV3i/+/4pafHuz/p0nLLwqW35n0un4GH9A7knp+s32u0rY1w3/IZXGJpHnCZ+HfUJfge3g+CpZfkeWBGP7jp3awXnjq4Zq4Zadmsm3c+kOD9W+MW9YPfwrkfVIEA/geg7QfusDEbP7fYNv/CbYdnrTc4X9ADE5aXk7sw6/NqWp8T9mrGT72hcF+fp3ivu2IndZOddo0o+c52CZC+uD3VVJ8kSStd2Kw/R0p7usT7KP1OcR/aDbjf1hsnUH7wuOuzZcBsTSbs9Mc+/vm6HkNj6HDU2zzy+C+r8Ut+2Gw7Ptp/qcrg/tHBre/nq5Nubikej8Fy2fQ+eA358dG0usdybAtx5DiVCdde9/n7P2N71XZDGybYv1y/I+DJ1I8fl0n2t3uc5G0rJbMg9/7g3W/mUEbMt5v0v13kaJDBt8b1pzp8dBB2/4P+E+a9i5JsX5fkoLyYNnH+M+JbVJsEx6/MzrZxvA9mS743SW4f22a+/sG928MbpfhzxL8A9gz+H+jwX3H4wPdnwW3H8QPTP8SwfdCsPwr+KD2uqTH2pZYkBxeWvA9q5/p4mu1O/4szWbSpJ6k2e7ooB1/TFoe/pD577hlQ/G9rE+m2de+wTaXZ/jYYbrHIUnLo6T/PgqD3zafkbm44M+4fQAsTFoedtq0eV8R+468uTueq6zSHpxzlu6+IJF9t3Y2/2GKZTNcXJJ6joVtdR2u6Eea/hDfXf85fK9f/P86LO7vzwMD8R9EH9LWEvyprXSeaKcdXw7aUYMPzvolrTIM/4sx3kvJ7XD+FN5b+KAu1Wnq14ED22ljvNHBdZtTR86598zsGeAQ/Gnuf2e4z2zcDvwAeD44XbYY/ws8eeBie+3cYmaP4j9I98M/h/vjP5Afdc59nEV7lqdYtia43i7FfZ/iv+ySdeV5zbQNNcH1vpa63ufnguu98V9Mi/HHxs/MbDT+i+pf+EEwmZzuA7J+P3VFdx0baZnZcHxv8WH4U9IDk1ZJ97+lfd93oMvv7yCdZV98gDvdn+FsYyP+OMhYF56LzhqD/zxPdZo9V64BjsUHKVMBzGxU8NgPuMxSYwhOI5+I7wjYF/++LI9bZVOaTdu8t51zm4PXO/69vRe+J/WxFMc7+CD/lEza2s38ryjnWszsSBdUezCz1mPDOTfXzP6G780E//251jmXUDrVOfeQmX0R36tMsJ8IPg1lID7l5l/452UiPs90opnVOOdezbbhQXrjA/gKEN93zj2exeYP4H+EnmxmP3WxdI2p+GAvPiVhf/yxka4uc1gONuH9aWb74NMrDsGftRiQtF2q91+676MV+HSnE8xsN3zK4hJ8nJPuWG0jqMYxDf+DZiS+Jzq+pO6wuHWH4FPs1qR5Xy1JsaxTz1UqPZnzu7vzoz4H4HNCrwN+YWb/cc7d2g2PF1YceKe9lYIXayG+PNdz+DzBd4jlIf+C2JsS/IsJbXNB6WB5qDFNO76JP7XzKT6H5xX8L/sW/K/kcUntCKWrXrGlg/syfe3D/zddebhw+bYZ7i9b5+Cfi9OAnwWXLWb2D/xAhlWdbGd4nSrvrj3vp1gW5oOVp7jvbRf8JE3S6efVpc4DTtWGsN71d9M8RmhQsN/1ZjYG34v8DXwOFcC7ZnYN8CvnXLv5+Z14P3VFdx0bKZnZHvggdjt8DtwC/HusGR88n0L6/y3l+z4DuXh/b4f/8bEDHYzgz1QXn4vO2hZ4z2VWtqpTnHOLzGwlPgj4UfDDo02OZgZ+D0zHH1sP4j9nwnafSvqOovfTLN9C4nu7o++hzh5vmQqPvW3S3L9N0nq4NGXOgvs+wp8Nxjm3pp31NpP4Pr4Z32u5r3MuDOrWA9cHscYs/DF/arp9phIEvgvxnV0/dM5dk832QbB/Pf4M9HH46lNfwv8Qn+8SK0qEn9P7B5d0BsW1b0zQvj74dI/78P93C7ExN6nefym/j4If1OPx+fTH4gdQA3xoZrcA5wevUUf+gu/0+A8+gG7E/7AG/36Ib9OQ4DqbWCrr5yqdHh/w5pz7FFhqZkfic3WuNbNHkg6GLgmS3Q8Jbi7rYPWJ+C/qW5xzpybtZ2faflmsD653SrO/dMuB2PmbFC7B9wZUO+dWJrXjenzwmw/hh1clfnBBsp2T1supoMfxD8Afgg+ksfhfld8C9gmS2zcmtTOV5Ha+H1znuncqWbrXuyee13Db+C+Gdjnn1gKnBz1XI/EDVr6P/1Asw+dotSfb91OndeOxkc65+A/f77i2ZRZPoJ2etnbe9z0h/L+ecc6NbnfNzHX6ueiC94GhZjawOwNgfMfMH4ATgy/+E/HB698y2Tg4Fv8L/+PvoOSe++D56arwNU33fZPuWM8J59zHZvY6MMzMdnZB3d04ewbXL6XZvg7/I6mjx4mSeNaolfkJLMYBTWk+3xYF11/q6HGS9rszPqDcC9/jm1XgG+dGfEfCNHxlqHQ/osLX8krn3LkZ7vvn+N7uQ4PnspWZnY//HE4l7eeQ86XqzgHOMT+px7igzWfjf3ie3F6DzKwaH/g+DBwV31ESxGTnJW3SmViqM89VShnN8NYdgjfLr/GJ87lOfTgVfxruTWJvgHTCmVvmpbgvVcD5Av4X/Bct9ewxYzNsY6p2rEgR+JZ1YZ+58ExwXZt8RzDqsopYyaRu5Zx72zl3t3Pu2/hfvZ8FvpBBO/sQew6fDq6fwP9KPiQ4Td/TeuJ5DUf7pxw12x7nPe+c+yM+1w58VYaOZPt+gtgI6lQ95xnJ8bGRTmf+t7wLemyex/8gqMhi0xbSvyb5eC6W4gOhr3ZhH83QWgc2nVvwZ92m4XvttgVuyCL1Zw/8d+uCFIHvrsH9XfUCfuxJlZml6n2tzcFjdCRMI0r1ehyZtE53CNMCh5hZcoog+DMdkD7FpI3g9VmMD3zP7ELgi3PuHfzZ3AODlMYT8Hm3yZU4wu+ibD6nR+CD/roU93X5/eecW+WcuyHY10ekD6aT2wRwX4ozhAeQlBblnFtPMHjVUk8jnyru6cxzlVLegt/AH/Fd26ea2Z4drdwRM+tjZt8Frsb/wjkn6GluTzS4rk3a1x7Euv5bBfkvf8Gf1vl50jb74mcm6owosKeZhekaYd7YL/A9cPlyG/6U9Q+s7RSPl+BPXdwW9LDllJn1N7PDLClJMTi1Hn6Jh7lU8/EjXE8ITgnFm47/wnnYBcXzgw+mufhev98GPzLiH2NQmi+VXOmJ5/UmfG/ZL8zsgOQ7zazMzGrjbn8hzYdQ+As8ucxQKtHgujZ+Ybr3UyAsZD88g/2H++u2Y6Md0eC6NukxJ9B+nn8h+D0+WLgx+HGVwMy2C/K8460j/Sxf0eC6Nmk/3flc/DG4/l18zmjcY2dyFqfDYy3Iob0T/wP0V7TN0exINLgeGx9km9kg/IDoLp9xDYKL2/H59DPi7wt64E7s6mNkIJyy/kLzZSPDx4/gzxZtxH8GdQvn3Dp850Afks5IBSkP4ffzI0n37WxmeyV/vpvPYV+M/+F8unNudg6aeW1w/Rf8qfjZzrmWpP/jbfxrWW1mFwU/yBOY2WfNbPe4RVGgIsiBjl/vdGLpahkzs92DHOJk2+FTFTI50xINrmuT9r0jPiZLZQ4+Dp0Z/1lufpa/6ckrd/K5SimvdX6dc5+Y2W/wo84vxv8yytSkuC/qrfEfZgfjg5kPgGnOub+k2TZeWPv0XPMDG54J9vU1fI3SVB+SP8OfDj7PzA7E19rbGfg2fpDQJPyvk2xcif8wecbM5uEDoy/jA9/76dwU0F0W5GlPxx+8T5vZ/+JzOMfhB1S9gB/00h0G4k+hRM1sGb7m6AB8T+Te+F+YK4N2fmRmp+FHay82PwDqNfwpryPwuUfTkvZ/Nr538Ex8/dkH8b0Eu+M/QL5BYl3TnOmJ59X5qUKPJZjW28wewfcAtuCP6xr8qetwoMThwO/N7PHg8d/Gl9qbGGxzRQYP25n306Jg/zPN7Av4EkU4537VzuN097GRyjX4yh53Be/R1/HHz1fxdYaPy2AfeeGcu9F8zuH3gFeCY/01/A+F3fFpYjcRmzkLfNBwvJndjy+vtwU/QPRR8vBcOOcWmJ8Z9CJgpZnNxw/03AnfS7SUjnM7H8GnxdxtPjd8A7A6xbiTa/BB/DD8ZARp81BTtLPRzObiU3AazGwBvrPkK/izOQ34wLqrLsAPNpweBLxhnd/j8N9D38hmZ2b2M3yPJ3Ht+46ZhT1wS1xc7Vjn3ONm9nt8Csz/ma/L2y94/ArgB2kGMuXSf+E/V35uZl/BfxcPxPc874b/LEr+0T0Tn5bzHRJrWC/Gp2I8BexmqQdU3ZzN/+Sc+5eZ/Rs/6HEzPhUilbPxqSIX4wfJLcF3DO6C/zzbHx8fhQP3ZuG/o5YE3x0f4EvcjcX3Nh+baRsD+wL3mNlT+HSdN/A95xPxg8jSdVzEexI/4PCY4DtkCf69eSS+jn6q1NbL8fHS8cDn494r38aXEJ1E21gq2+cqNZdZmQpHO+VhXGIZjUgmy+PuH4D/4GwBvphBW24O2xNcmvG5I6/ge3jOJq4GatK2p5KiBBe+d+N2YoMSnsfnp/QhTbkf/IfiLfiAJX5mnWODbaYnrV+XwXN4KrEZS97FBy2jSFMKKl3b4p73aJr7OmxLim2OwJ+ueQ//i34V/sDdNtPnuYP9R0gqdYZ/052HHzn7Gv6L4x38l9yZpJjRDH/g3xOstynY7lpglzSPuzW+pMr/4XsKP8SPfJ0F7JjiuGtzHJO+rFLa16CTz2va16295zx4bq/C18n8FP9+eQFfC3tS3Hp743sI42eliuI/TLMp89OZ99NJ+GN/A5l93nTrsZHu9cYXgV8YvF4f4j/gJ7VzDKR9zTJ4HnP+/sb/CPkb/ofNJnzg/wS+hzO53vSO+FrYb+E/ZxP+v1w8F5153vCj+sNZETfiA+B7gPEZ7Lccn273H2Ll4tI9x88E9x/didduK/wkLKuIzTx4Nf7HZsbPQ0evNz6390YSv4dO7Wh/7R037VxuTrPdKfjA5+PgOFhMXMnF7r4AX8R/lr0WHNPhZ86vSf05ejOp44D2/vfwUtuJ9v0w2PauDtYLZ217HB/Mbgz+p0fwvaBDk9b/Gv7z7kP8Gb4F+B+xp6b5/1IeQ8F9uwbP17+IDVJbi/98TTljXJr9VOB/OEaD4/6VYL9btXMMb4sv5/pG8Lgv4KfNPiD4P2Z19blKdbFgR5IjZnYp/hf5V51zD+a7PSIikh3z4znewAfYu7ukU9UimTKzm/E/EA53zj3SweoSCFJYZ+Nzr7OptJKRfOf89lrxublxy0bhT8M04X/9iohI73MWPkfzGgW+0llB7urx+Nzk7hz812uliaU+g09v2kKGVVayldec315uuZmtwufHfIzPQTka/4PiTNfxQDsRESkQwQCos/Apbd/FVwvq9Gh/KV1m9v/wE/wcjx8wdpHTafZ05gUDlZ/Cp29E8CkdW+HrC2dbiz8jSnvoJDP7BT6/LYIfcfs+Pv/mty51+RERESlQwQDqV/H5g0/hB2x1VP5OpA0zq8Pn367B16SdldcGFTAz+x6+hvCe+MFuH+Hz7a9yzt3dbY+r4FdERERESoVyfkVERESkZCjnV3Ju++23d5FIJN/NEBGRIvDUU0+965zboeM1RTKj4FdyLhKJsHz58nw3Q0REioCZrc53G6S4KO1BREREREqGgl8RERERKRkKfkVERESkZCj4FREREZGSoeBXREREREqGgl8RERERKRkKfouYmU0ws4Vm1mhmG81srZn9r5mNjFtnsJn91szqzGy9mTkzq81fq0VERES6j4Lf4laBn6P+bOAI4HxgH2Cpme0WrDMUOA3YAjyUj0aKiIiI9BRNclHEnHN3AnfGLzOzJ4AXgGOB3wGrnXMVwX2HA8f0dDtFREREeop6fkvPuuB6M4BzzuWxLSIiIiI9SsFvCTCzcjPrZ2Z7AtcDjcDcPDdLREREpMcp7aE0LAO+FPy9ChjvnHs7j+0RERERyQsFv6XhZGAIsAfwY+AhMxvrnIt2ZmdmNhWYmu7+4cOHd2a3IiIiIt1OwW8JcM6tDP5cZmYPAFHgZ8CZndzfbGB2uvurq6uVRywiIiIFSTm/JcY59z4+9WFEnpsiIr1QNNr2Old/l+r+RKRnKfgtMWa2E7AX8Eq+2yLFIV9BRC72of3lfx/aHyLSwxT8FjEzu8fMLjKziWZ2qJlNAxbjJ7T4Xdx6R5rZscDBwaJxZnasmR2Zh2b3eoX0pVrM+yvENpXC/kREejvl/Ba3pcC3gR8B/YA1QB0wM2mw27XAbnG3ZwTXq4FIN7exoEWjEIkkXkPu/+7N+5Pi19gIdXWwcCFUVPjraBRuvNHf/9FH8Ic/gJm/nc3fgwb5/Xz0UWntD2LPZ2MjVFb691NBvacOPBCefhpGj4Zly/LdGpGcMc1xILlWXV3tli9fnu9mdCiTIDEahdpa/8UfXkPu/+5t+5s7F1as8F/cTU3+efrww9gXvXNt/x40yN/+6KPEv1Ot25370P6y39+gQTBkiH+9AcaP9wHb8cf3ruO2UPdXW0vhOfBAeOKJ2O0DDshbAGxmTznnqvPy4FKU1PMrJSNVYJtJ72cmGht9MNjQEAsGi6WHKtX+Bg9O7KE66qjsAqFCDkS0v+z+liL19NPt3xbpxRT8SlHqSmDbmVO8hRAM5nt/UhrC4zz5Old/l/L+Csro0Yk9v6NH568tIjmm4FeKRnzAmyr4hcTAFuCvf4X16xMD2vhTvE1NnT/FWyryGUT0psCmWPan4Lf79ldQli1Tzq8ULQW/0qu1F/BC23SEpia/PMxdPPbY2GCTXAW0hfilWqz7K8Q2lcr+pAQo4JUipQFvknM9NeAteUBaGMSGvbrxgW7YiztyZHY9uGFPVzYVFEREJHc04E1yTT2/0iuFgW9yfm5jYyzQTderG8qk96szp3hFRESkcCn4lV5nyRJYvtwHuMkBb5ifW1XVNuDtKLBt728RkVJ0zjlw5ZX5boVIbmmGN+k1wt7eMKNi/Hh/XVXle3fHj/cBb1gsHtoGuQU/yEREpEBEo3DbbfluhUjuqedXeoVoFJYu9YEt+IC3ocH/nSo1QUGuiEjX3H+/r4QjUmwU/ErBCwPfMH83PvCtrm4/L1dERLJzzjnw8MPw2mv+9qhR/vrww5UCIcVBwa8UtGgU5s/3f1dV+euGBh8EjxmjgFdEJJeiUfjgA9/jW14Ozc1+ef/+sN12eW2aSM4o51cKVpjj29SU2NubHPiKiEhurF0LX/wi7LADjBsHLS1w+ukwaxb893/nu3UiuaHgVwpSfCmziorE/F4FviIi3WPXXX0Hwwcf+NvbbOM7H3bdNa/NEskppT1IQQoHrYWTV1RVJQ5kExGR3ArLSP7zn9CvH6xZAwccAH366LNXiouCXylIYc9v/OQVIX0Ii4jk3ptvwqpV8MQTMGwYDBwIn/2sXy5STJT2IAUnDHxDTU2x2r0KfEVEci8a9YPbyoKo4KOP4NBDYexY2H//vDZNJOfU8ysFJz7I/etf/TTFtbV5bJCISJF78kmf9vDwwz7lYcMG3/FQXq5OByk+Cn6l4MT3/K5f71Me6urU8ysi0l3efhtef92nOAwc6Ae6vf66Xy5SbBT8SsELZ3UTEZHcW7IENm/2pc1WrPAdDlOnwhFH+LQHkWKj4FcKTnwP7403KuVBRKQ7hQPd3ngDNm3yaQ9NTRroJsVLwa8UnOQBb3V1/lppDyIiubf//n5Sixtv9LdPPBEmTdLnrRQvBb9ScOKD3LvvVs+viEh3a2yEDz+EQYN84CtSzBT8SsGJ7/ltaYG5c1XqTESkO4QTWzz6qK/tu3atn1Gzulqft1K8FPxKwYkPchcu9IGven9FRHJv1119wOucv33kkZrOWIqfgl8pOPE9vxUVPgAG9fyKiORS+Fm7YoXv9X39dV/dQZ+1Uuw0w5sUnPgP3qam2PTGyQPhRESk88IUh0WL/G0z/1m7dm1emyXS7dTzKwUpPgBuaFDqg4hILkWjsGWL/2zdfnvf63vccTBmjHp9pfgp+JWCFPbyNjb62w0N/m99MIuI5M6KFf568GBNKCSlQ2kPUpDCnt/KSp/6UFWl1AcRkVxZu9aPp1i61N/edlvfyaCUBykF6vmVgpU86EKpDyIiXRemPAB87nPw0ktwzDEa6CalQ8GvFLQw9SFMf1DNXxGR3IhGYcgQpTtI6VHwKwUtDHKjUZg/X72/IiJdEY36VIcVK2Kzun3mM/5vdShIqVDwKwUtOcdXA99ERLqmstIHv1tv7Qe6KeVBSo0GvElBS675Gw58W7pUA99ERFKqr4eZM/11Gs89568V8EopUs+vFLzkHomqqthyERGJU18Phx0GmzZBv37wyCNQUwMkpjy8/TZstZXfRCkPUmrU8yu9QjjwraHB325o8IPf1PsrIhKnrs4Hvs3N/rquLuHucHDbDjv4v8ePVxqZlB4Fv9IrRCL+A7qy0ge+VVW+90J1f0VE4tTW+h7f8nJ/HTdCOHk6Y1BtXylNSnuQXiNMfwg7MioqVPlBJGv19f5NVFvbejpcikhNjU91SHqNk6cz/vhjTWcspUvBbxEzswnAT4GRwHbAO8DjwAzn3Iq49bYDrgAmAQOBeuAc59yzPd3mjqjur0gXtJMPKkWkpibt6xpOZ1xZqfq+UrqU9lDcKoCngLOBI4DzgX2ApWa2G4CZGXAf8FXgB8BkoC+wyMx2zUejOxL/oR0fCIvkXAaj5nuVDvJBpXhpOmORGPX8FjHn3J3AnfHLzOwJ4AXgWOB3wDeAscB459yiYJ164FXgPOC/erLNHYnv4Z01K1b5QSTnirGXNMwHDf8n5Q2VBE1nLJJIPb+lZ11wvTm4/gbwRhj4AjjnPgDuByb2cNsyEo36DqumJn+7ocHP/qaBb5JTxdhLGuaDXnJJfoP5YutR7yXCz0ilO0ipU89vCTCzcqAc2A34DdAIzA3u3gd4LsVmzwNTzGyQc+6jHmlohsKeipEjY5UfGhpip/PUkyE5Uay9pO3kg3bowAPh6adh9GhYtiz94Ln2BtUVY496AdN0xiJtKfgtDcuALwV/r8KnOLwd3K4Aoim2CfpV2Q4oqOAXYh/a8+crAJZukmbUfMk68EB44gn/9xNP+F+f0WjbILaj4DZVj3qpP7fdTNMZiyRS8FsaTgaGAHsAPwYeMrOxzrkoYIBLsY2l25mZTQWmprt/+PDhXWpspiIRmDQpdipPM79JznWll7TYPP104u0XXwSztkFsR8FtsfaoF7jwc1KfjyIKfkuCc25l8OcyM3sA39P7M+BMfA9vRYrNtguu30uxv9nA7HSPV11dnSqY7jZhxYew97exUbUrRXJu9OhYzy/A5z+f2PMbBrEdBbfqUc+9NGkmySkPIaU8SKlT8FtinHPvm9kqYESw6Hl8GbRkI4HXCi3fN1n4Ab50qdIfRLrVsmWZ5fxmEtyqRz13OkgzSU55GD9eKQ8iCn5LjJntBOwF3B4sug/4jpmNc84tDtYZAnwduCM/rcxO8sxvKn8m0k2WLUu8nS6IzTa41axznZdBDrVSHkQSKfgtYmZ2D/A08H/AeuBzwDnAFnyNX/DBbz1wm5n9BJ/mcD4+5/fynm5zZ8XP/Bb2/jY0+JxgfeCLdIMJE2DxYhg+HH78Y1i3Ln11h/YCW1V/6Jo0aSZhysPjj/sKDx9/7FdXyoOIgt9itxT4NvAjoB+wBqgDZgaD3XDOtZjZ14DfAtcAA/DB8KHOuTV5aHOnKP1BpAdNmAALFvi/X34Zpk2DsjLo3z8xeM0ksFX1h65pJ82kshLefx+GDYP165XyIBJS8FvEnHOXAZdlsF4TcFpw6bVU/kykhzz2WNtlLS1tg9dMAtt0A+SUCpG5dtJMGhthyBB9/onEU/ArRUXlz0R6wMEHx3p+Q2Vlbas7pApsk4Pa5J7LZ5+F6dP9wDrnlArRCUuWwPLl8J//+IFuL73kK+D06aPPQhFQ8CtFKj7/d+FCv0yn+0Ry5MEHM8v5TQ5sIXUaRHiZPdunUMRTKkTWdt0VtmyJlWYeM8anPOy6a37bJVIoFPxK0UnO/62oSKxxqQBYJAcefDCz9eJPyc+c2X4axLx5bbfXRBid1tjoe35Hjsx3S0QKS1m+GyDSHSIROP74WNpDZWUOen7r6/2Xd319l9sn0qvk6tgP0yDKy1MHtZMnJ96eNEkpD1lassSPe7j7bh/4vvuuD4KV8iASo55fKUrRaKz8GeSg9Fk4an3jRv/FfdVVMDXtDM8ixSPbUmTtDVRLV5lg9mzf6zt5Mlx/PdxwA+yyC5x3ngLfLCWnPBx6qO8EUMqDSIyCXylK8QHuihU+361LlR/q6nzg29LiL9//PowapS9mKX7ZlCLLJFBOrkwQn+e7YIEPeJ99Fp56yqdWPPJIrB2q/JCRcMyDUh5EUlPwK0UrDHArKnJQ+qy21vf4trT42y0tGoQjxS2cynjPPWPHfnl56ooNofYC5XTbJOf53n134j5+9jN/Lt85GDBAaRDtCKs8/POfiSkPu+6qlAeReMr5laIWlj4Lc3+rqmL5v1mpqfGpDn36xIr5axCOFKsDD4QnnvDnz1eu9EEogJnvlT3sMLjoIn8dnwecLqc37BFOtU1ynu8xx8T2YQaPPuoDb+f82ZdwHvNSNmECbLWVv46z667+M+7ll/1tpTyIpKaeXykJyVMfNzb68j9ZBcFTp/pUB51+lWIXJozGc84Hw/Pmpe/dTZfT216PcJg7H+b8Tp3qf7HW1fmRW088kdiOUv/RGT+73oIF/vaDD7ZOZ/zPf8Lbb8M77/hVNJ2xSFsKfqXo5XTq43ZmUhIpGqNHJwadZrFJLCZP9jO8Jc/IFkr1Hkk3i1to6tTEAaThPoYOTWzHj3+s91/y7HrB7Sef9GkP//iHX/zBB9DU5DvQFfyKJFLwKyUhLHMWnjEN0yBEJIVly2I5v6NHw6xZib252Z4BSdcj3JFUvcKlLnl2vYMPBnxv70svwfvv+6ys/v3h9df9chFJpOBXSkZY+iw+/aFL5c9EitmyZYm3k2dug9ivyfaC2fiBcyefnHhfqkFwycuSe4Xr62HOHP/3lCml1xMczq732GOwYQMsWMBddiyPHHIdq5+Hcrbl00/9V/s228C+++a5vSIFSMGvlIycpj+IlJJwKuMddoCvfQ322w+mT++49m84cA78wLkLLoCBA2Ply5LLogEccojPLQ7//s1v/N91dT4N4gc/iA3Au+kmWLSoNANgs9abK/k8bz+6kg/Yg4G8z4fl2zFgQDl77AFjx+axnSIFSsGvlJQwwJ0/XwGwSEbiB1itXQvXXecTSZ3zVRjaq/2bauBcuH74d/wguLDCROjRR/1p/fJyv15ZWeL9HdUdLgFRduNzvMIWFvEp/XmRz7H30Hc4++xKxozJd+tECpOCXyk5YfmzaNTfVv6vSDuSB1hBrOavWeoBbKHkgXOQuH6fPn5fffr4Xt3HH2+7j+bmWKkz59Lvq4RV0sjj1DCAjQzgU777/z7JvpqNSAlRnV8pWY2NvtcX/PX8+bGAuMvq6+Gss/wlvqapSG8TDKhK0K8fnHuuT1uYNSt9z+uyZXDAAT643Xtv+PWvE1MkwmC2pQXOPjv16Kzycujb11+HPc6hH/6wpHt9AdayKwsZz+P452H34Y7m3fZg7do8N0ykgKnnV0pSt+b/1tf73qhSz0uU4hAOsEqX8/vYY+1P9Z08cC5UV+d7dcP6wcm9uuAD5htuiK2fXPc3/PVaIpYsgbHXnQQPPAAnnkj09iWsZVeeYyQD2Min9OeoPVZRWbmzJrYQaYeCXylZ3Zb/W1cHmzfHbisvUXq7Bx9MvD1zZvpJKzIVX/s3TH+If9/07+8D3/gJNJLr/ibPDlfk/jxlMW+++infoomLb9+NodXjeTFyJG//9RV24B3WsCsVX9xV0xmLdEDBr5S0dPm/XfriqK31p2nDnl/lJUqx6WjSikyEtX/nzPE5SPEqK2NlzOKqGrT2Dod1f0eN8oF4WBYtVem0IrIq2ofF1LIzjdzOiUSeWstWu+7MDvt+yjuvbsPwPbaismZ39fqKdEDBrwg5mv44VFPjv4BLuRapFLeaGp/re8MNsMsu2W8fX/t31apYj2+/frFKEHV1cNBBiduZ+bzhGTP87fhSabNmxVIxysvhtNOK4r23ZAksXx7cGDiQhk/25XWG8Q470K9fH0asW8ewZ//JmpYv8YVn72fX979BJPKFvLZZpNCZS5VnJdIF1dXVbnnrp3XvEI36dIf4ALiysgsBsEgxq6+HQw+FjRv97TBozSTQjK/9m8qZZ8Itt/gJHFIpL/ePd8op8Kc/+dSL8nIfCD/yiL8NPlAeMCB9DeJe4q674M9/hjfegP+8tJHNm5rZTF8M6FNexqC+n9Ly6ad8kf/j11zE2DNHwbXX5rvZOWVmTznnqvPdDikeqvYggg9wjz8+lvZQVeWDXxHBB6x9+8LIkT7NYM6cWFoP+J7bsMc2VF/v102udpKq9m+ovNxfpwt8IZZnDD4IDoPhyZP9dZgm4VxiTeFe6lvf8inX114Lg7frT8V25Xxhxyb69zUqti9nm+3K2JNX+AFXM5Z/+R8Es2fnu9kiBU09v5JzvbHnF1L3/oKmP5YSl6qntl8/H1wmpyvET1GcPHtbeF/y/sJgtawMrrnG5/EmpzuEBg5sOyNcfI5vOPXxTTf5ChLtzT7XCx1zjM8yGTEC/vAH/zk1bhxUL7qCsff/NJYTXVbmo+X4aaF7MfX8Sq4p51ckoOmPRVJI1VPb3Azf/W7sdnJubV1d+moQy5bFcn5Hj/a5upkMUnv88dR59PHb1NT4y5QpRTnw7YQT/PXrr8Nee8FnPgPV1TD2wLHwQJ/Yj5GWFl9jvL0SdCIlTD2/knO9tec3FI368meg/F+RlD2/Awe236PaXs9vpuKrPDz+uM8xDvdX4nWzlyyJ/T12bPDHT38Kl1+euOKkSXDPPT3VrG6jnl/JNfX8iiTplvJnIr1VfE/tnnvCySd33KMaljHrSu9rfMfMWWfFBtdt3Oh7gEs4+G0NeOOtX9922RtvdHtbRHojBb8iacSXP1u40C+LRBQESwlKN0tbvAMPhKee8qdJ7rorloKQ7Kc/hbvv9gmsl13ml6Wq5Stdd/rp+W6BSEFStQeRFCIRn+ZQWenTHioqfCAcjcZ6hEVK1oEH+lnZPvMZn+IQpkY0N/uE1C9/uW2VB4idml+1yl//9KeJgS8k3p4wAbbayvc6h5Uc+vXzOb2SaMoUPyse+AFv551XNAPeRHJNPb8iaYS9vHV1sbxfTdQmJS8+B3jtWl+ZISxRFnIudd3fu+9u/3a8CRNgwQL/9xNPwAEH+AFyS5fCUUf5x9xxRz+xRSkHefGz2i1aVJQD/URyTcGvSBphL28482qXZ34TKQapqj/svLMPhENmqX8pHnNM4qCs5Nvx+/vgg8Rly5e3HXi3bh1MmwYPPOB7Okst4Es1sPD88/PdKpGCp7QHkTTCnt/KSmhq8rm/jY2+40mpD1KS6utTz/7yv//re2bLy2HYMPjXv1IHopdd5oPUESP89WWXpc7xbWxs25vc0pK+XfPnwyGHlN7kDqlKyolIh1TqTHKut5c6SyX5O0UD36TkxPcyNjf7vNJddvGBb1d7XHfeOXaKpSv69oXFi0unBzgXJeV6AZU6k1xTz69IB8LUh3DGt4YG39Gk3l8pKfG9jOXl8KtfwZo1uQm23nwzu/nEBw3ytYaTNTeXVu9nWFLukkuKNvAV6Q4KfkU6kFz5Iaz7q/QHKSm1tb53sbzcX8fn9NbX+1q8Z52VuspDJt58s+N1ysvh+uvhww99sDdwYOL0yP3752dUan09zJzZ+f+9K2pqfJ6vAl+RjCntQXKuGNMeQDO/iSRUFgiDrfp6f3vTJn+7f//YDGxh7d+dd/bpEZC+GsHs2dw1bQHfYl7bx+3XD047LTatcdiOoUP9oLfwOh9VDkok9SCflPYguaZqDyIZ0sxvUvJSTVxRVwebN8duhwOvTj8dVq70y8KSaP37w5YtbYPE2bNh2jRu4B9tg9/kqZTr6wtrquNUg84U/IoUNKU9iGQpOf937lylP0gJu/XWxIoN/fr5ntgw8I2XrjLBDTewhC/zKpG22xxzTGIwefnlfopj52JTHedTe+kgIlKQ1PMrkoWwl3fp0lj+b0ODvx1/v0hJOPDAtkHu//yPT0FIpV+/WM9vECTedRcsfvu/eZjd2UQ/zuaPAIyjjm+N+Dfcdlts+/p6uO++xH3mokpEV4SDzjS5hEivoeC3iJnZscAJQDWwI/AacDfwa+fch3HrVQG/AcYCLUAdcK5zblUPN7lXiJ/5DZT+ICUs1YQXYe7twIGwYYNftsMOcO+9/u9UQeLo0bwd7cM2rE/c1zHHJN6eM6dtvd9sqkR0l1TpICJSsBT8Frcf4wPeC4C1wH7ADOBQMzvIOddiZnsCjwHPASfij4lfAI+aWZVz7u28tLzAheXPGht98LtwoV+u+r8lINWgr1I1enTirGvhzG7t9YbG/b1kCTz7LLDzzrTQxAcMAeDzvMj+LIeGD2lXWZkfBCcikgUFv8Xt6865d+JuLzazJuAWoBZYCPwUaAaOdM69D2Bmy4BV+OD5vJ5scG+RnP5QUZF49lUBcJHSyP5Ey5a1regQPh8Z9Ia++aafPZGrr2Ij32FQ0PNbyZtEWA2TL0jcYMoUuPFGP8CurAyuuaa0n38R6RQFv0UsKfANPRlcDwuuxwD1YeAbbLfWzJ4DvomC37Ti0x/Csmca61LkujKyP77HONxXMfQeL1vWdlm6gDjJzjv7mY5hFZvoy2ieYQSr2JlGP13y1KmJG9TU+OetWJ47EckLBb+lZ1xwHY5SaQY2pVhvI/BZMxvgnPu0R1rWy0SjsfQH8AFwY6Pq/ha1cGR/2POb6tdOulq4YY9xeblPDwh7L6++um2Q11uddBLccUes+kNY4uzxx1MGqm++CatWAYzA4diJd1jFCIaxFpb9NfVjKL9WRLpIwW8JMbNhwMXAw865cBaKF4GDzKyvc25zsN5gYB/AgO2ADKZeKj3xAe6KFTB+vCo/FL2ORvanS4uI7zFuaYkFhy0tcPbZMGpU7w/oTjoJbr899X3xPeThjGwAY2fB/1UA0IctDCEux3errWDWrLaTVyT/uFAOtohkScFviTCzQcC9wBbgO3F3/QH4FnCdmf03/pj4HTAouD9paDWY2VQgbVfV8OHDc9Tqwpc8wC2s/CBFpr4+Vk92yhQ/nWy4PD7wSpcWEd9jXF7u729u9vtobi6OiREeeCD9fWEPeXzgC+y85C5G4Cfu6kszI/AFZnam0VeKmDYtNm3xI4/40XFnn+2fs/79fXA8fXph5mArKBcpWJreuASY2QDgH0AVMM4592zS/d8DZkIw1BoeAVYDJwGDwh7hTBXr9MbpRKO+tzes/BBOgDFpknp/i8Ls2XDWWbESW/36xercxffyzpoFzzwDN92UfhazefNg8mR/Oz6IK6SgrbPS9fxef30srSMp+I1XwVs0sVPqO8vL4bvfhT//2T+34IPiww+Hhx/2r01ZGfzqV7EfJj2lozSXQgvKeyFNbyy5pp7fImdmfYF5wAHA4cmBL4Bz7hozuwEYAax3zq0xsweAZdkGvqVIE18Usfr6xMAXEmcnC3t5N26E73/fpzOEgdqUKYnBUNhD+dhjPhhavLi4egbDySjmz/cB/SGHwHnntfu/RdmNaDCr27Z8QF0wJCFC1Fd7AB/U9uvnf12GveXgn+eqKliwwN9uaYH338/pv9ShTNJcNOWxSMFR8FvEzKwMuB04DDjaObc03brOuY3A88F2o4DDARXQzFAY4M6frwC4qKSaVAH89L2jRsVSGcrKYvm8AMOHJwY7qYKh888vvoAofja2VJxL2/s7jDdSbzN1Kuy3H/zXf8Vypc3gqqt8PrBZbPmVV/pTLj31vGaS5qIpj0UKjoLf4nY1Pp/3UuBjMxsTd9/aoKTZrsBZwOP4Cg9fwk+Kcbdz7s6ebnBvFon4791o1N/WzG9F4OGHUy9/5hkflIWD34YOTcw9TQ52FAzFxKfaWaT1z+1popFKKkmarviRR/yPiU1xRWnCfdTW+h7gMBUiVf50d+bepntdNeWxSEFT8FvcjgyuLwwu8X6Jn+1tM3AgMA0YDLyCrwjxh55pYvHRzG9For4+rMOVXnzZrVGj0gc7pRwMhcHn/Pn+R8PgwTBzpv/x8GoUvvUTWP4kg1mfOvj9z3/8j4v4Hl7w+dNTp/pScfH50/E/LLo797ajmexK6XUW6UUU/BYx51wkg3Xewqc4SA5o5rciEub1JuvXL/WUuh0FO6UYDIXB54YNsWVNTb6KAxCZOpXId/eE5b9lIeOpooFaFifuo7nZ96qfcELigLpw4GA4mC4cTNhRukmuX4NSfF1FejkFvyI5ppnferH4U+TpXrTp0xXsZCoMPlMJem6jR0wl2v9un3QFqQe9bdoE++zjK0eEQW4Y9CYPJoyvmTx0qM/Hdq770k1U0kyk11HwK5JjmvmtlwmDl/ffh9//3vcSlpf70+mpXHFFzw6q6s3CnNj4nt/QggVQXk6kuZnIsdsTuf1GokTa9vyaxQLXmpq2s+Gl690Ng+LmZh8Az5qV+9dMJc1EeiUFvyI5ppnfepEweNm4MbGqw5YtPo80Oc8U/O3vfc/nr0r7amr8Ab9yZer7W1r8czxiBBFWt5Y9a5WubFx8T2ttLfTp4/fVp0+sdzcMisPHWLcu9/+fSpqJ9EoKfkW6QbqZ3xT4Fpj4AClZc3PbwDf0wgvd2qyi8vLLHa8TDCyMEE1cbtY28E3uaYXY6xT/eiVXYhg61A+0yzY9ob20BlXxEOmVFPyKdJMw9SF+5jelPxSYMHgJe37Dnl6zdmcjY6uteqyJvd7o0fDEExmt2prjG9qyJbE3Nb6n9dNPfR3m4cP9es4lrh9fiSG5FF2m6QkdpTWUchUPkV6sLN8NEDCzz5nZ98xsrpk9bmYvmdm/zewhM7vCzI4KpiiWXiQS8YFuZWVs4ovGRp/+ENYCljwLg5df/coPprr0Uj8rWXl54mxiyb7whZ5rY2+3bBkccIB/TocNg733Tr9uqh8cF1zgt4VYXV/wwe5NN/lc7bDnvqXFB9r19f52TY2fTGTdurbpCZlIldaQLHwMBb4ivYZ6fvPIzI4Hvgd8OVyUYrXDgHOB983sZuCPzrlojzRQuiy+8gMo/aEgJZeqmjkzdRpEvJEju7dNxWbZMn994IHt9wJfd13b6aTB3w5/kJx2mv+hEvb0NjT4AW3hNvfeCw8+mNhL29n0BKU1iBQl9fzmgZkdambPAHcAXwBuAaYCVUAl0A/YBtgDOAq4BHgROAdYaWaXmdmQPDRdOiFMf2ho8LcbGmDuXPX+Fqz43sV09tuvR5pSdJ5+uv37161Ln2cdBrdTpkDfvrFe4qoqP7lFeNu5tr20YQ//JZdkV5GhpsZXiTjssO6pFiEieaGe3/x4BHgaOA641zmXqhDmh8ElCvwTmGFmewJnAmcDH+GDYilwyRNfhPm/qv5QoGpq4KqrWidiaKOsrHsqB5SCjvJ/L7gg/X3xKRHO+Utzsw9K//hHX33jppt8b3CqXtrOTEbRXg3h9rZRDrBIQVPwmx/HOufuznYj59zLwI/M7ApIrgkkhSxd+oMUqKlT4dprY9318crLdfq7s5Ytg623hk8+6XDVKLslDoC79FJ/XVfnA9zQ5s3+x8i11/pe4VwGntmWMlPdX5FeQWkPedCZwDdp+0bn3NJctUd6Rqr0h/nzlf5QsK65JvXyc87xQVA4qEqyk27GtyRRIkTZLbZg6FB/Hebhhvr2jf0YycXgs/p6n/ddXx97rPLyzHJ+MxkgJyJ5p55fkR6SLv0hDH6V/lBgamr8wLYVKxKX//a3/rp/f/XsdUZ7qQ/OwezZrSknSxnje3/jU01qamDRIl/mDBLrAHdVqp7bbEqZaYCcSK+gnt8CYGaRoJzZ1nHL+pjZL4OSZ4+b2Tfz2UbJjbD8GcQCYIhNiSwF5mtfa7uspcVfNm5Uz15nxJc+C/XvD84Rvftp6ua8Rt3wKbDNtvyDI6ljHFG3W9sSZmGaw+WX+yoSs2fH9jd7NkyYkLgsE3Pm+PrByWkOmfYmd3ZgnYj0KPX8FoZfAN8Adopb9nPgorjb/2tmByvdofeLRGDSpFiwq86hArZ+ffr7ysr04nVWWPosNGECmAUDGXYjSoQGqhjChzRSCQ6Y/wyR+w/2A89qanwgfMghsfzf+N7kcLDiggX+eurUjttUX+8HzIXVJsLc7vgBbJDYC5xqcFtnBtaJSI9S8FsYaoBHnHNbAMysDF//9wXgCHz5s4fxpc6Oy1cjJXfCFAf19ha45JSHUFkZnHturOdXwU7nTZgQC1JTWMFIKmn0N5qbfU/vPfe0HfgGMG9e2x3Mm5dZ8Bu/PzNfTxhiaRB9+sQqTPTr56tMdGbWOBHJO6U9FIadIGFezypge+Bq59xa59xy4F5g/zy0TbpJWAFCCtinn7ZdVlYGP/6xL6/185/DuHHZn16XmMceS7k4DHibqPC9v6EXX/TXtbU+II03ebK/JC/LRPzgtgEDYpUj4gewbd4c+3vePA1uE+mlFPwWhr74E3uhLwe3F8YtWwvs3JONku6n4LfAnX564u1dd4UlS2DbbX3Ob0uLD4i+/31Vf+isgw9OuBlhNRGiVG7zKesZzAhW0UhlrPrDypV+xZoaePRRn0N0wAF+1repU30t3uRlmUiVr5tc7aFv39jfkydnVwlCRAqG0h4Kw1rgi3G3jwLedc6tjFu2I9BOAqKI5NzUqb6HLzwtv3atr083aZIPesJZx1paOq4BK6k9+CB87nPw8suJy9evJ3LRKXDJMzRRkXhfOJ1xTY1PgQglV2sAX7Ys07q/8fm6YT7vrFm+0kSqnF/wx8fkyXrtRXoRBb+F4W/AOWb2W+BT4CvATUnr7EViaoSI9ITkvN/rrvPB71VX+R7flhZfrWDo0OwCLYm55RYftG7YAPjeXxyMvOR4lnx/LiOunp6Q+hBxaT4K49MUNm6Es8/2r0+2ObnxQXSfPvCd7/jlycFxtrO/iUhBUPBbGC4HJgHnBrdfx1eAAMDMdgMOAq7s8ZaJlLo99vA9vqH1632e7+LF/rR7XZ0PfDX4qfPClIODDmpd5NMfVsOOF4fD3ahlcWybMM0kvid26FA/WK2szF+am33w++mnvoxZpq9JfBDd3OzTJ265JfF1zXb2NxEpGMr5LQDOubeBUfhyZ98ARjrn3ohbZRA+MP5zHponUtp+85vEmrTg83wvvzxWA3bdOg1+6qqaGh+wBqLsRh3j4Bf/DUcdzRLGMpfjfN6vmX/+DzsMLrrIX8+e7X+AtLT41+vcc2MD4pyDG27IPC87zPU1i22f/LpmO/ubiBQMBb8Fwjm3wTn3t+DyYdJ9zzvn/uCceyFf7RMpWTU1/rT2jjsmLn8j+H1aXw+vveYDLQVCXdPc3Ppn68A3Gmn6Rz0jeIUV7OMHvrnhcO+9PrUhvvpCOAixudkPSjzqqNi+N2+OzQrXkbAnetq0xAA3TG2pr89sQov4qZJFpGAo7aEAmFkzMMM5d0k761wI/NI5p9dMJB/C6XVDe+4Zyw0NS6IdfLDvKdbp75yqoAmAJrajkUoiRH1vrHO+t7hfPz9dYjgwsaUF3n+/7Y4WL44FrqkkT1pRUxMreZYutaW9fSVPlazjQqQgqOe3MFhwyWQ9EelpdXUJvZIAzJ0bmw43DMQefRSefTYvTSwacbV743t/VzGCEaxiBSNjZc/AP++zZrWdje93v2u77xde8AFpqp7YMFgN0yjip1JOTm0Jc4jbkyonWEQKgoLf3mM7fCUIEelpQ4e2XRaWObOk36SpZhmTzI0e3WZRJY1xvb9Jk144B1dc0XY/LS1QWekrccSvmy4Q7ShYjZ9Uwzm48cb0QfTMmf6YUU6wSEHSKfQ8MbNDkhZFUiwDKAeGAycCL3Z7w0SkrXXrfJDr4uai6dcP9tuvbfCb6YxiktqyZX6GtY0bgaDsGTCSFSxhbGvvbzgDXITVPud6yhQ/qG3zZr+fvn39silTfC/tjTfGpiZOFYiGA9jCNIXkdWpqfMmz66+PTXM8Z04sTQL8ILz77/f39++fWCNYKQ8iBUPBb/7UEZvVzQGnBJdUDGgBftT9zRKRNmprY6WzQsce2zYPOHlQnHTOp5+2+VFRSSMVAzbAp7He3whRf2dVlQ8uFy+OpSPst18sML322sTc3bBXNz4gDQewJU9iEW/KFF/yLKz/GwbU5eU+4A0Db/DB+7p1PmVCRAqKgt/8uRgf9Brw3/hgeHGK9ZqBdcAiVXsQyZOaGth558R6v8uW+Uku+vWL5f2+/bavEACZT6srqTnXGgC39v5++hRLOJgRvJzY+xumSoQD0NobbNbeILT2BrCF94cB8muvwZ/+FKslHH9WAHxArFQHkYKknN88cc7NcM790jk3Az9z2/zgdvLlV865axX4iuTZ//t/ibePOSYWDA0blnjfDTf0XLuKWVjNIeBzf9cBRhNDY7m/yfm36fJ36+pi5dE2buzcILRwANyUKbGc3r59/SVUXu5nAFSqg0hBUs9vYRgHvN/eCmY2GNjOOfdaj7RIRBJddpm/vvtuH/iGt2tq2s4Ct2lTz7evWAUDC9vk/n5hACueC3p/NxmR+Bnc0uXvDh0aG6jY0pI4kDG5zFlHktMkIJZyMWWKAl+RAqbgtzC8CswA0tb5Bf4LnypR3s46Umqy/cKWrrnssljQG2/kSF/mLPTss+3Xk5VOa6380G93mqgIljq47jqf5zt1aiwwnTMHGhtjQem6db4nuaXFX4c52/FpEn36+IFtmQSwyWkSer1FegWlPRSGTOv8isSkq0sqPW/KlMQpkJ1TXddcOeCA1j/Dur8jWcGqpz9gBKtopDJW93fatMT3wY03wvz5PjA+9FDf09u/v3+t+veP9djGp0ls3OgrOug9JVK0FPz2HjsBH+e7EVJAVES/cNTUwDXXxALgPn002ClXli1LCIAhse7vCkYmrh/28tbVJVZf2LTJ9/SmmpI4TJMIK0y0Vw9YRHo9pT3kiZlNSVpUlWIZxOr8ngxo6iiJ6aguqfSsUaNi5dCSR/5L1yxbBgceCE88EfT++h7g+UyigiYiRFtzgmn0FSCorfWD0ML86/A9kqqiQ3yaREf1gEWk11Pwmz83k1jnd2JwSRamQ3wC/LL7myW9RiZ1SaXnzJkT62ncvNnf1muSO8uWtfbMRtmNKBGaqKCCJm7kNMaz0AfB998Ps2f73N8//tFX3thlFzjyyNT1fWfP9rPyTZ6cWA9Y7ymRoqXgN3++E1wbcCMwH7g3xXphnd9659z7PdIy6T06qksqUsRGsoJGKhMnvWhu9vWXAaZP9z2///43/OMfsR7dMOVh9uxYXeYFC/x1OGBORIqWgt88cc7dEv5tZqfg6/zOyWOTRKQrpkyBm26KVQwAVXzItWDii9YUB0g95XHLGt+bG+bEh+XN4nN5a2r8OvHmzdPkJCIlQAPeCoBz7lAFviK9XE0NLFrkexLN/OxfqhiQe0n51OHAt6Zd96WxbBhgPve6qio2CUW/fj7/N/w7zOWdPDlx38m3RaQoqee3iJnZscAJQDWwI/AacDfwa+fch3Hr7YOvMTwG2AaI4lMx/uCc29LDzRbpvWpqfK9ic3NiFQ71/ubW9dcTCdIVRrKCJbuewIgfTaTx8R1YOg9orifyxz/CrFm+wkN8SbP4XN6wlzfM+VWvr0hJUPBbIMxsa+B7wARgGNA/xWrOOffZLHb7Y3zAewGwFtgPP5nGoWZ2kHOuxcx2AeqA14HpwLvAYcAV+ID5p534d0RKV22t72FsafHXqhiQe2GQetsSKvf/FhVbf93f/vhjVrTsxRj+BZ9+Cs884wexhVL9CJk6VUGvSIlR8FsAzGxbYAkwElgPDAE+APoBA4PV3gA2p9q+HV93zr0Td3uxmTUBtwC1wELga8D2wJedcy8F6y00s88CU1DwK5K9sF5seC25N3UqkalTIQojdz+eJYzlWP7KXzmWpYwBB5HrroMhQ2Kz8tXXtz8FcXfNmKiZGEUKioLfwvBzfOB7Or4EWjNwJT4V4UDgKvwEFxOy2WlS4Bt6MrgeFlz3C67XJ633PsoJF8leOLmCc/5aaQ/dKrK7AbuxgpE0UNV28Nvll8NnP+vrMB96qJ/BDXw93/jXJn6K47AiBHQ9aE21Xx0PInml4KYwfAN41Dl3k3Ox0RzOWwocBewFXJiDxxoXXK8Mru/CpzpcZWa7m9kQM/smflKN3+Xg8URKy9ChseoCLS3+tnS7kaxo/TssfdbqhhtiMyKGwlrMM2fGembD6hCffgqXX56b6cM1E6NIwVHPb2H4DPC3uNstxOX8OufeNrMHgOOBizr7IGY2DLgYeNg5tzzY91tmVoOvMfyf8CGBGc65y9PsZyqQNklu+PDhnW2iSO+3bp2vNtDS4q/Xrct3i4peWPpsKWNaS581UunTH4DIgAGxGRHDnt/ycl+abssWv3zWLF+iLpyh7/77/XVLS9cGLmomRpGCo+C3MHyCT3UIfQDx3RYAvEUsVSFrZjYIH+BuITbBBma2A74CxMfAsfgJNcYDPzezjc65y5L35ZybDcxO91jV1dWa21VKV20t9O+vYKenBLV/ASppbC19BsR6f5ct89eLFsVyfsGXowt7ZNetg+98B66/3u/TOf/jxaxrr6NmYhQpOAp+C8MafO9vaAVwiJmVO+fCoHgsBElsWTKzAcB9wB7AOOfc2ri7zwMiwG7OufeCZXVmVg5cYmY3OOfe7czjipQkBTs9zzkiQQA8khWtg98WMp4oEdhoRObM8ZUf4nN8b7ml7Y+U+GXxpdK68jpqJkaRgqLgtzAsBr5tZhbk/P4F+B/g72Z2P74ywxjg2vS7SM3M+gLzgAOAw51zzyatMgpYFRf4hp4A+gIj8DnBIpIpBTs9b++9iaz0QxnCwW8VNMV6f294hMiUuBn3wh8p8T3ByT9cQDm6IkVIwW9huAVfdWFXfC/wdfjUg0nAEcE6/8JXhciYmZUBt+Pr9h4dDJ5L1ggcZGbbJQXABwbXr2fzmCKSRGWuesaKFa1TH5/GjUSJ0EAVALUshuYymDHDX+Jfh7Cn95ZbYpUYampUpUGkiCn4LQDOuaeBs+JubwGOMbMv4Xteo8CTzrmWLHd9NfAt4FLgYzMbE3ff2iD94TrgRGCBmV2Bz/mtxU+QcY9zbk2n/ikRUQDV05wjWrYHUTe8tcd3CWMBGNOylMjDD8Njj8Veh1SVGMLXp737RKRXU6mzAuace8o59xfn3LJOBL4ARwbXFwL1SZczgsdYChwMvAP8AZ8bfAy+KsSJXfsPREqcylz1uEjLf4gQpZJGmqhIqPwQbfmML2MWpjqElRjKy9sOamvvPhHp1dTzWwDM7FTgkVz3sjrnIhmuF9YSFpFcUpmrvIqv/LCibBRjWpb6Kg433RSb4S3d4EQNXBQpWgp+C8ONgDOz/wCP4KcdXqgqCyK9nAKovIi4KFiERipj0x63HBur+7txdaz3N/m1mT0b5s2DyZNh6lS9ZiJFyOImFJM8MbPv4Qe4jQOG4ieZcMDzxILhxc65D/PWyCxUV1e75cuX57sZIlLiolG4cfeLE3qAK2lkDEuJ2GvQt69PSQnzsZ99FqZNi+3g+ut9ACx5ZWZPOeeq890OKR7K+S0AzrlrnHPHAjsCXwJ+CjyEr8s7HT85xTozezxvjRQR6YXipz0GXwYN8OkPyfnY8+Ylbpx8W0SKgoLfAuK8Z5xzv3XOHYnvBT4HPxitD7HyYyIi0oFIBMawlEoaWcUIqmigiQo/+I3d/ErxM7hVVSXuIPl2fT3MnOmvRaTXUs5vgTGzEfi6vIcBhwIVgAGv4FMgREQkQ2H+bzjxRVj9IUrE329r/ExuYekzs9iUydtuG9uRytaJFA31/BYAMzvRzG40s9XAi/iZ3A4C/gmcjp96eE/n3Jn5bKeISK9U3qdN+kPrzG/gpzAG3/s7YIAvbzZgQGJ1jviydRs3+sky1AMs0iup57cw3Iof4LYI+A2wyDn3Qn6bJCJSHCJfGgpPLGUpY1qrPyxkvL+zBSKvveYD2faqc4Rl6zZuhJYWSJ4wQ0R6DQW/hWETfnrjQ4CtgV3M7BHgcefcpry2TESkt1u2jEgw9XGogiYqafTLrr8ebrwxNotbqmA2DIxnzPCBb0uLZn4T6aWU9lAYtgW+AvwW/5r8DJ/f+76ZPWRmPzOz/c3M8thGEZHey7nWQW4NVLVez+U4om64D2Qvv7z9fdTU+OC3f3/N/CbSiyn4LQDOuU+dc4845y5wzh2Ir/JwDPAnoBK4FFgKrMtjM0VEerdXo4DRRAWrGAHAEsZyP1/3gfF993Wcxxv2AF9yiVIeRHopTXJRoMxse/zEF4cDE4Ed8NXQyvPasAxokgsRKWhmzOKHVNEA+MFvx/MXf19VFTzzTGzd+nrfI/zGG3D66YmTXtTXx2aKC6dLlpzTJBeSa8r5LRBmtjU+5zcsczYKX+LMgPfxE12o1JmISBdFbXeaXAUNVFFFA0sYC/iawJGGBjjpJLjtNh/cHnIIbNniN3ziCX89daq/79BD/QA4SMwZFpGCprSHAmBmjwFNwN+Ac4HP4QPdC4ADgKHOuW86567KXytFRIpDpOU/HMFDVNKYUPu3dfKLO+7wwW1dXSzwDYWzvoWlz0KbN/tlIlLw1PNbGA4ElgEL8UFvvXNuc36bJCJSvHZ99TG27F6bUO+3kUrWsisRtzpW7qxPn8QAePJkfx1f+gygb18NfhPpJRT8FobtnHMf57sRIiKlIhIB5v2exsmXt9b+baCKBRzBrqwlMnSoT2F49NHUOb81NbBokXJ+RXohBb8FQIGviEjPixwzGgY9z4qPRrbm//6VY1nKGLhtCZFRo3xAe889qXeQriawiBQ05fyKiEjJikzclyNYAJCQ/xt9bA3R2lOzm8K4vh5mztS0xyIFTsGviIgUnp4KJG+7jV0nVlNJY8LiRnaCTRtjaQ0dqa+Hww6Diy7y1wqARQqWgl8RSU29WJIvPRxIRubPYsyrc6m8cxarRk6kigbf+0uE6F+XZ/b4YfWH5ubYtMciUpAU/IpIW+rFknzKQyAZicDxx8PY44ZBWTlVNBAhSuTd5TB2LMyeHVs51Q/DsPpDWRmYwdCh3d5mEekcBb8i0lZ88PHpp5mf+hXJhTCQLC/31z1UQiwaBT73ORpaRgEwn0nM5TiiLZ+B733PB7vpfhjW1MCsWb7NLS0wfbp+NIoUKAW/ItJWba3/EgdwDm66SV/k0nNqauCRR+CSS/x1D1VUCHt/JzEfoHX64wir/Q/Byy9vv1d63Tof+La0KPVBpIAp+BWRtmpq4LTT/Olb8EX+9UUuPammBs4/v8dLiUWjEO37ORqoAmAJY6ljnJ/57d574f330/dKJ/dYDx2qvHmRAmTOuXy3QQAz2xP4IX464+2A8hSrOefcZ3u0YZ1QXV3tli9fnu9mSFeFp3c3bfJf5D3YAyeST9EoLN39+NbZ32I9wFEifV6Hq6/2vby1tW3fE+G0yEOH+tQHvX+6zMyecs5V57sdUjzU81sAzKwGaAC+B1QBAwBLcdHrJT0nT6eeRQpB5aK5qe9oafGBb7pe6bDHet06VX8QKVCa4a0wzAT6A2cCNzrntnSwvkjPSJ7BKuzVStXjJVIkIpHgwnzmM4laFsfu7D8wswF4YQpE2PPbQ4P2RKRjCn4Lw/7AX51zsztcUyRfUqVBgIJhKVoRF6XSjm+9Hf3J1US+uZ+/MXNm+8d9eOZE7w+RgqPgtzBsAl7LdyNE2pU8yn3OHLjlFuU0SlEb8+pciPgUiOjVz8NVdxCZ9zs/CLSj4z75zImIFAQFv4XhcWC/fDdCpF3Jp3GhbU6jvuilyEQiwR/19XDuDKKbNgKVvvzZhg2+/Nk998TWCQe7JQ+IU8qQSMFQ8FsYLgAeN7OTnXO35rsxIikln8aFxJ5f5TRKEYpGg8kvbv8PbNpIA1UsZDyncaMPgOfP97O/jRrl04I2bvSD4srKoH//WHqQKqeIFAwFv4VhIrAQuNnMzgCeAt5PsZ5zzl3Skw0TSZB8Glc5jVLkwp7faFUVDVRRRQN/5ViWMsbfz2q44QaYNMkHty0tfoPkiS50lkSkYCj4LQwz4v4+OLik4gAFv1I4wi/w8AteX+hShCIR4Oh9aDgbGqhiBKtopDIWAD/zDJx+uu/Vje/5jT8josoPIgVDwW9hODTfDRDpFE2EISWk8s5ZNJ4wvfV2OAlGa+3f8ExIqpxfnSURKRgKfguAc25xx2uJFKDkChA6nStFKkx/WHrnLJaccBXH8lcWMp5o2WehvD+R14KCPeefn3oHqvwgUjAU/IpI56mQv5SQMABecdHZNFScTcWrr9L4/C6w6E647p9EbrxRPwBFegFNlysinacpkHOnvt5PnFBfn++WSDsiETjtNKiqAnbfHR55mNqWhUSI+h+Bl1+e2Y70eovkjXp+88DMWoAWYKRz7qXgtstgU+ec02smhUWnc7tOudO9Rlj6rLEROGc6SxgLwBiW+soP993nX8/2Xj+93iJ5pUAqPx7FB7ufJN0WkVKk3Oleo3XSC2AFFa2VH6L4OyItq/3sh+29fnq9RfJKwW8eOOdq27udK2Z2LHACUA3siJ9C+W7g1865D4N1bgZOSbOLF51ze3VH20QkjnKne6UKmgBooiK7DfV6i+SVOacOx2JlZkvxAe+9wFr8FMozgBeAg5xzLWb2WWCHpE0jwJ3AFc6587J93Orqard8+fIutFykBGn6214lGoWlS2HJCVcxglVU0kgljUSI+vSHHXaAe+9NnN54zhz/95Qp/lqvd0bM7CnnXHW+2yHFQ8FvETOzHZxz7yQtmwLcAhzmnFuYZruLgIuBLzjnns/2cRX8ikipmDsXGk+YThUNscA3ZAb/+pf/+9BD/QQY4Ht7leqQMQW/kmuq9lDEkgPfwJPB9bB2Np0CPNWZwFdEpBREo8HEhi+9BPiZ3+YziSi7xVZyzq8U5viGNm+OzYooIj1OwW/pGRdcr0x1p5l9GRiB7x0WkZ6mEli9QiQCkaanqbz0BzRRQRUNNFFBlEgsADbzaQ1hjm+orMzPAicieaEBbyXEzIbh0xkeds6ly0uYAmzG5/ym289UYGq6+4cPH96VZoqULpXA6lUiLz4IW1ZRwd40UNU6AK618sN1F8Rev0WLfA3g++/3PcLTp8OoUYmvr/K+RXqEen5LhJkNwg982wJ8J806/YFvA39zzr2bbl/OudnOuep0lx12SB4/JyIZSVUCSwpXbS2R/m8yqex+qvqthK0HESFKLYt97u+0abF1a2rggAP83y0tbV/f8IfPRRf5a/X8i3QbBb8lwMwGAPcBewATnHNr06w6EdgWpTxIrugUfnbC0+Pl5SqB1RvU1BC9bQnR0y6m8cI/wiefMJ9JzOW4xNSHUHuvr374iPQYpT30EmZ2NXC8cy6rRDEz6wvMAw4ADnfOPdvO6qcA7wL/6HRDRUI6hZ+9cLponfruNSLHjCZyzGgA5t4ykMr//ItGKhOrPoQzvrX3+qr2r0iPUfDbe2yF75XNmJmVAbcDhwFHO+eWtrPuTsARwDXOuc1daKeIp1msOkfTRfc6rVMe/+BSKs+pZQljE2v+xh/76V5f/fAR6TEKfovb1cC3gEuBj81sTNx9a5PSH07EHw9KeZDcUE+WlIhwyuPGRmi4so4R50ynkcrY/RdcAOef3/GO9MNHpEco57e4HRlcXwjUJ13OSFr3FOA559zTPdc8KWphT9YllyjlQUpCZSzeTQh+RaSwqOe3iDnnIlmsu283NkVKlXqypFDluKxYJBK7zD8HKmmklsVd3q+I5J6CXxERKR319TBnDtx0E2zZktPBmGHub9NFs+CS6czluFjubzjoLV2bkgPxcNnQobBuXew+1QIW6TIFvyIiUhrCCiSffuonmoCcDsZM6P29xC9r7f096CB4/PG2j5OqKgr4ZRs3+prAZWXQvz/MmuUnx1AFFZEuUfCbJ2b2nyw32b5bGiIiUirCCiRh4GuW08GYYc9vaAljARjD0rZVH5LblFzfd9MmH/hCbFKMefNUQUUkBxT85k+kE9u4XDdCRKRkxFcgKS+H006DKVNyFkCGVR+iUWiighGsYgUjqaTR358qyE5XFaVfv8Se3379YPJkeOwxVVAR6SIFv/mze74bICJSUnqwlm7Flf8N50yniQo/6cW830PN6MzbFC5LzvkdNUo5vyJdZM6pM1Fyq7q62i1fvjzfzRARyYtoFJYuhSVLYMQIaPr3Gsb3eZTIkXu3zgYnmTOzp5xz1fluhxQP9fyKiIjkWGUlVFQAr75K05x/An+FW1+HRTepx1YkzzTJRR6Y2cBC2IeIiGSgvh5mzvTXGQgrPowcCauWrWOEe5nGlh2Ibh5G9J5nurWpItIxBb/58aqZ/dDM+me7oZnta2b3Aj/uhnaJ9A5ZBiMinRaWIrvoIn+dxTFXWQkVe+8E5eWsYCS0NMMVV3RjY0UkE0p7yI8FwO+BX5jZX4D/BZY65zakWtnM9gAmAFOAA4A1gD5BpTSlqouq08jSXVKVIsvgeIvV/P0M82/eTAVNfrILVvtKE83NHT92ugkt4peHbdQAOJGMKfjNA+fcFDP7H+DXwNTg0mxmK4E3gfeAAcBQ4PP4Gr8GvAVcCFzpnNuYj7aL5F0ngxGRTklXiiwDrTO+UUEFTdzIaYxnIZGWaMe1LtP9yItf3qePr1nc3KwfgiJZUPCbJ8655cARZrYncDpwGFAFjEpa9R3gbmAeMM85t7kn2ylScLoQjIhkLb4U2dChsUkosggyR7KCRiqJslvmj5vuR1788nASDOf0Q1AkCwp+88w59zLwMwAz2woYhu/x3QC87Zx7M4/NEyk8PVirVQSIHWNZptuEk15Q/i5LmscyhA9ppNIvK9uDSEs7E32m+5EXvzy551c/BEUyouC3gDjnPgFeDi4ikk5NjYJe6VldSbd5+GEqDr2YJipiM765lva3SfcjL3l52Db9EBTJmIJfEend6uvh8svhjTfg9NNh6tR8t0h6u1QDzbqYbjOSlSzhy7EZ34jC7NmJs7clS/cjL3m5gl6RrCj4LQBmNg4YD3wO2BZwwAfAS8BC59zi/LVOpIDV18O4cbA5SIV/4gl/rQBYOqu9aiKnnOKvp0zJOOBsTX1YdCfrD72F0TwT6/2d9msi5Ws1WE2khyn4zSMz2x+4ERiJr+aQys/N7HngtGCQnIiE6upigW9o3jwFv9J5qdIbIDEgnjKlU7uOsBogceCbqpaI9DgFv3liZnsBi4CtgMeAB/C5vh/gA+EhwJ7AUcBYYKGZHeCceyE/LRYpQLW10LdvYgA8eXLemiNFIFV6QxfL64W9vyNZwRKSB76VE+n3pgarifQgBb/580ugHzDROXd/O+v9xswmAncBM4Dje6BtIr1DTQ0sXqycX8mddAPNclBer3LR3NaBb41UUnnVRbB6MXxzP/X6ivQgc87luw0lyczeAh5yzp2U4fp3AIc553bq3pZ1XXV1tVu+XBkaIlJE0s22lqFwwovGRliyBEZcPZ1KGhnDUiIH7ATLluXmscN1hw5tfzBdL2JmTznnqvPdDike6vnNnyH4aYoztTrYRkREelpyhYUsg+HWgW/A+qtvoYoGGqgiSgSeiBI58MDUAXA203mH627c6CfAKCuD/v01mE4kiYLf/FmNr/DQITMz/Axwr3Vri0REpGPZBKRxIhF/aeQBAKpoIELUD4R7+vXUG2WTbxyuG8781tKiwXQiKZTluwEl7C/A/mY218zSznkZ3DcX+BJwR081TkRE0khXESID0ai/bqAKgBs5jTrGEd3n6NQbhAPwyss7zjcO1y0LvtrLyjTzm0gK6vnNn5n43txvA98ys5fwdX0/CO7fBl/393P46g+PA7/JQztFer8u5muKJOjChBeRCETcXKLm+3wraCKy77ZEGuan3iCb6bzj1y2inF+RXNOAtzwys37Aj4Azgc+kWe014Drg9865TT3Vtq7QgDfpce0Ft508RS3Sri78oAoHvzU0+NtNTTB+fCwtQhJpwJvkmnp+8ygIZmcCM83ss8Dn8T2+4HuAX3TOvZKv9on0Ch0Ft12s0SqSUrqph7NQWemrPzQ15ahNIpIRBb8FIghyFeiKZKuj4LYLp6hFUupiGk187+6SJTBiBDQ++hLc/iQcuTeRY0bnqqUikoKCXxHp3ToKbpNzJgFmzlQupHROjtNoKiqAV1+l8Zo/QfPrRG69BBbdpGNTpBsp+O0lzOwgYIRzbk6+2yJSUDIZEBSeolb+r3RVjtJowvzeSATmf38VVS1P0+h2ILJllVJzRLqZgt/e47vAFEDBr0iyTPMv4wOXDRv8tMj33NPtzZMiksM0mnDgW9OOe0GfPizZdDCV5e8R+fwEIrlprYikoOBXREpHbS2YxW7Pnw+zZ8PUqflqkfQ22ZQe60CY+ztywmdoGHIdI1atovHAP0LF5yCqyg8i3UXBb56Y2R5ZbjK4WxoiUkpqamD0aHjiidiyefMU/Ep2clDpIV5lJTTuvjvsvjuN50wHGomwFFy07crZDrZLXl81r0UU/ObRKkBFlkV62umnJwa/kyfnry1SnLIIMBNyf3efThUNfjmr/VmK+Fr82easJ68/axZMn66cdyl5Cn7zxwHvA/+X4fp7ATt2W2tESkXYyztvng981esruRAGvEOHZh1gtub+UgH4qY8bqWQMSxNzf7MdbJe8/rx5qnktgoLffPoPgHPu0ExWNrOb8APeRKSrpk5V0Cu5E9/DagYtLf6SYYDZmvvLChqooooGGqhiKWMSc3+zHWyXvP7kyfDYY6p5LSVPwW/+PAMcY2aDnHMf5bsxIiLSSfE9rGVlUF7ug+AsAsxIBCJuLnXm16+iARbVJQ56y3awXar1R41Szq+UPAW/+fNv4FhgX+BfGaxvwUVERApJcg/rrFmwbl3WAWY0Co131tHYCFVVsHChXx7mBAPZD7ZLXj/Hg/VEeiMFv/lzM/Ac8GomKzvnTgVO7b7miEgrjYiXdFIdGzkqfxYGuEuXQkODn/2tsbHt/SLSNQp+88Q59zrwenc+hpkdC5wAVOMHy70G3A382jn3YdK6Y4AZwBigLz4n+VLn3NzubKNIj4uv8+tSFFzRLHCSTnvHRo56VMNe3ro6HwBXVio1VyTXyvLdAOlWPwaagQuArwLXAmcBD5lZ62tvZkcDjwKNwP8DJgJ/Agb0dINFupVZ+7ch9Yh6EeiRYyMa9bsNe3wbGmDuXL9cRHJDPb/F7evOuXfibi82sybgFqAWWGhmg4GbgGucc9Pj1n24x1opkk/19Yk9djmcvlaKTCbHRhdTZuJTG1asgPHjfQAcBr9KfRDpOgW/BcDMbsxgtRZgPbAS+Jtz7s2ONkgKfENPBtfDgutvATsAv8ugDSLFJ7kUVQ6nr5Ui09GxkaOUmYQBbvjBb8nLRKTzFPwWhlOJzfaWqqKDS1q+2cx+7py7ohOPNS64XhlcjwWagFFm9g9gb+BN4M/Ar5xzzZ14DJHC5FxiqsPAgal77zQiXtJp79jIdhKKdkSjPvUhrPwwf77P/x0zRkGwSFcp+C0Mn8X3vI4FZgFLgLeAnYCDgR8CjwG/AaqAi4DfmNlLzrl7M30QMxsGXAw87JxbHizeBdgKuAO4BHgKODx4jG2Bc1LsZyqQdoaA4cOHZ9okkZ5VXw+//rWfhasTpahE2pXDlJmwpzec/a2qKli+ewcDNkOqWCKSlrn23jzSI8zsHPygtKqgCkTy/Z/BT4rxK+fcrOD2SqDeOfeVDB9jEFCHD3YPcM6tDZYvAL4C/Mg59/u49a8FTgd2cM59kM3/U11d7ZYvX97xiiI9Kd0p6QkT/KxXBx8MDz6Y71ZKb5fDoDMMfBsafPDbcOh0KmkMpj1e7VcqgYolZvaUc6463+2Q4qFqD4VhKnBXqsAXwDm3BrgrWC+8/TdgdCY7N7MBwH3AHsCEMPANrAuuH0rabAG+5Nk+Gf4PIoUt1SnpCRNgwQLYsMFfm6WuACGSqZoaOP/8nJY9q6wMAmAaaKSSKBGi7JZ+Q1UsEWmXgt/CEAE66l19H9g97nYUGNTRjs2sLzAPOAA4yjn3bNIqzwfXyd0HYQTQ0tFjiPQK4Snp8vLYKenHHku9rhnMnOl70ETyKBKB44+PpT1U0UCEaKznN5VUx7qItFLwWxjexacetOcIYr204PNx2w2Yg1q+twOHAROdc0tTrDY/uP5q0vIJwKf4WehEer9wpP4ll8ROAx98cPr1L7rInzpOFwDX1ytAlh4RDn5ruLIOgPlMYi7HEX01TdpiqmNdRFppwFthmAf8l5ndBlzgnHstvMPMhgMz8QPd/hi3zZeAlzvY79X4UmaXAh8Hs7iF1jrn1jrnnjOzm4GLg2D5afyAtzOAS5xzH3XpPxMpJMkj9R98MJb6kKy9EftFllMphS1h8FtVHVVxy9NSxRKRtBT8Fob/xld1+H/AcWb2OrFqD8OAcqAhWA8z2xnYDNzawX6PDK4vDC7xfomfzhhgGn6q5R8EjxkFznXO/aGT/49I7xEOcksugdbeiP0clrQSyUSbwW8NvjdYpc9EsqfgtwA459ab2UHAecAp+IFpYb2w/wBzgMudc58G678JHJTBfiMZPv4m4OfBRaQ0xY+a72jEfm2tz6dsafHXyqmUbhYGuI2NiQHw0t2Ph7D6g6o3iWREpc4KUDDl8BBgvXPuw3y3J1sqdSZFr74eDj3U9/qawTe+Aeedp95f6RGtxRsOrQWglsWxO4vwO12lziTXNOCtADnnPnTOvd4bA1+RklBXB5s3+0CjpcVPvzVuHJx1lgbASbdqHfzW4G8vZDx1jGu/9JmIJFDaQwExs62AY4D9iFVzeBq4xzn3cR6bJlK64nOBzzsvds45THsIbd4M118Pt9yiAXDSbcL0h6VLoYEqKmiikcrY/XlplUjvouC3QJjZUcAtQAWxGrvg6+9eaWbfcc79LS+NE+ntOjvrVvKEF5df7q8XLIATT4S5c/2gt5BzGgAn3S6s/lBXOat11rcIUSIumueWifQOCn4LgJmNBu7GV3W4HVgIvAnsDIwHTgD+amZfds49lbeGivRG3VWW7J13/CQZc+b489D/+IcPhDWpgHSzsPJDYyNw5SwagIVNcFpUlR9EMqHgtzBciO/hPTjFRBQ3m9nVQB1wATC5h9sm0rt1V1myyZMTa6l2tndZJEvxAe6KFTB+PPz1rz4VIvl+EWlLwW9hOBi4K80MbDjnlpnZX/GzrolINsKpXtur25uOc6lzfidPhqlTE9fVpALSg8IAt6LCH5IjRkDjCdOJ0gBKgRBpl4LfwrANsKaDdV7Dlz8TkWyEU712tle2CEtHSfGorAzSH86ZDkAjlUSI+h9tOnZFUlLwWxjeAA7oYJ1qfB6wiGSrO3plleYgeRZf+WEJIziWv7KQ8VTS6O/PW8tECpuC38LwD+BMM/sZcIVzrnX4uJmVAecAhwPX5al9IhIvHES3YUPi8nQ9bQqUpZuElR84YQkAFTT5yg+szmezRAqagt/CcAkwCbgUmGZmj+F7eSuBsfgf8I3Ar/LUPhGJV1fXNvCF1Keau6vahEggGgXunEvDCdMBmM8kKu+cxZioBr+JpKLgtwA45xrN7MvA9cBXoM1UPQ8BZzrnlPYg0t0y6aXNZtBcXR1s3OgnxNi4UTWApVtUVgJ3zvL5v/gqEGPG5LVJIgVLwW+BcM5FgQlmNgw/w9s2+BnennHOvZ7PtomUjEx7abMJXocOjc0E19Lib4vkUHzv7pIlcOyxvvRZNNr2fhGBsnw3QBI55153zv3NOXd7cK3AV6SnpKoJnKy+HvbbD4akKL6SKuf3mWcSy6U98ECuWivSKsz9TSh9NnEa0d1rie6wf34bJ1JgFPyKiITCmsDl5alrAtfXw8EH++hi/Xq/rLwcjjgideBbXw833ZR43/z58NOfdk/7peSNHBn8cdFFrFg/zP/97juw8855a5NIoVHaQx6Y2Y2d3NQ5507PaWNEJKajmsB1db5XOF5zMyxYAAceCKNH+2VTpvhtw57kZFdcAZMmKfdXcirs/Y1GYf45H1IBscoPjfltm0ghMaci2D3OzFo6ualzzpXntDHdoLq62i1fvjzfzRCJyVWpsbDnNzkATtavH/zxjz7FYf781OtMmgT33NP5toikEI36y8Kjf0fFJ37upCoaiGz/MZF3nsxr2zrLzJ5yzlXnux1SPBT85oGZJVdzyJhzruCLNyr4lYKSTamxTILk+nr43vfg2WfTB8FmPh2iubn9Wbauv77tNMkiXRAGv42N0Pjdi2j6qC/jt2sg8uefE3nxwV5Za1rBr+Sa0h7yoDcEsCJFI9UgtlRf/tlUenjmGf/3hAnw2GMwahT8+9++lBlAWVnHgS/A+ecr+JWcSqj8cMoljBgB9H2e6AnnwpZVRPpfolrTUvIU/IpIcQsHsYVBbboavZkGyfEefDD2d309zJnj/95vP/j+92HLlva3b2ryAXRtba/skZPCFOb+Njb6S2T1YiLNj0BLM2wqV61pKXkKfkWkuHU0iC2UaZDc3uMk7/vMMzvu/V2wwF/694dFixSUSJeFqQ+h+Ve8RBVj/eC3fm9nf2yLFBnl/ErOKedXeq2uDoybMMFvv+OOsG5d6imQ23PmmXDttdk/rkgac+14KmmMVX2Ajn+QFRjl/EquqedXRCSUqvc2UxMm+B5cgLVrO7ePRtWjktxoHfhGJZU0Mp9JvuoDUSJ5bptIvin4FRHJRSm0xx7rejteesm3BXJTmk1KVpj3G2E+USJU0UAti/2dM2fq2JKSprQHyTmlPUivEl/loaXF5/uOGwczZmQXgMb3/HZF/FTIAwZoZL50Wtj723DodKpoaO0FjhAlMvDtXnNsKe1Bck3TG4tIaYuv8uCcL1e2YAGMHQsXXeQD47A3tj0PPuinOe7Xr2vtcS522bDBt0+kEyIR/9tt0quzAKOSRmpZ7HN/dWxJCVPwKyKlLazykKylJbHsWToTJsBWW/nrGTP85fHHc9e+oUNzty8pSb72b4qzvKr6ICVKOb8iUtrCUminnAIvvxxbXlbmUxDaK3sWn+qwYAE8/HCs1xZg4ECYNctXfrj1Vr//gQPhww8zb184oYZIJyQPfJvLcbHUhzDlIVfTf4v0Esr5lZxTzq/0WuGMbQcfnFnO71ZbZVbOzMxfKirgtNPgs5+Fs8/2Pcvl5bB5c/pty8p8+TPNBCddVGe1ALGBb+Xl/njPdPrvPFHOr+Saen5FRELxM7ZBx0HAwQdnNsgt7A1+9124/HI47zxYvNgH10OHwrRp6bdtafH1f195BS67rOPHEslUc3PnZjYU6eWU8ysikqy+PtZbG15SDXoLB7kNHOivTzwxs/3ffbcPMM4/3/fo9u3b/vrO+aB59uzs/xcpedGoj2kbbRcA6hhHHeOIlu0Ry3kvL+/czIYivZCCXxGRePX1cNBBbZcfdBDsuWcsCK6v9/VSZ8yATz7xgfBtt/le3bLgo3XgwMTboWOOSbx91VWZte2GG7L6V0QgVvXh+JY7oKycCFFqy5cQaX4llvN+ySUFmfIg0h2U9iAiEq+9yg6rVvlUh2uugenTfVk0M/j61+HII/3Atssvj63/ySf+etIk+NnPfOrCiSe2TV+YOtUHtk880X7b3nuvE/+QSJxHHiEKRGrjlnVlZkORXkjBr4hIvI5O+zY3w7x5PvBtafHL5s/3l2RmcP31Pij+zW/aDzCWLfP5v01N6dd5+WXf46xARTopEoHo7rUQDnrToHcpQar2IDmnag/S66VLfQCfG3nNNb5aQ3tVGuKVlUH//pmdVi4raz8gOeQQP1hOJAthyTMOrU1YHiFKxEV7vD3ZULUHyTXl/IqIJKupiVVouP562HlnH7zuu68vDTV1qs/TLS/PbH8tLR1PlhH6yU/av//RR+GkkzJ7XJFAmPcbljnzM71F/WxvIiVGPb+Sc+r5lZJRXw9z5vi/99vPpzdccEHs/rIyH/hm0/Mb7quhof11rr9etX8le2bUMY5aFrdeF3rqg3p+JdcU/ErOKfgVITZr1tChPijOZvas9tIuQpEIvPpqFxsppShqESKs9sGvq8t3czqk4FdyTcFvETOzY4ETgGpgR+A14G7g1865D4N1IkC6b9DtnHPvZ/u4Cn5FcmDcOJ/i0J4994RbbtEAOMlYa+5vkkjEXwqRgl/JNQW/RczMluID3nuBtcB+wAzgBeAg51xLXPA7E7gvaRdPOueas31cBb8iOVBfD1/+csenpM3gX/9SACzZKSujzh1ChNVE3KuxMxXZnKHoIQp+JddU6qy4fd05907c7cVm1gTcAtQCC+Pu+49zbmlPNk5E2lFTAxMnpi6hFi+c/e2ee3qkWVIE4iqKRNmNiJmfkGXTJj/Lmya7kCKnag9FLCnwDT0ZXA/rybaISCecd54PRjpy772pp18WSSUIfCNEY8s2bfI1rDOtSiLSiyn4LT3jguuVSctnmtkWM/vAzO4zs1E93TARSVJT4wORM8+EPu2cqHNOAYtkLEqEOsYRJQJAHeOoKz+MaNke/sdWRxO9iPRySnsoIWY2DLgYeNg5FyblbgSuBxYA7wB7ARcAj5vZAc655CAZM5sKpK2xNHz48Fw3XaR0hVPPTpkCp58OK9u8Jb2hQ3u2XdJrRdyrRILUhzpqqXWLCjrnVyTXNOCtRJjZIKAO2AU4wDm3tp11PwM8D9znnMu6mr4GvIl0k/p6GDs2Nq1yvEmTlPcr2Ymr+cvjjxds0KsBb5JrSnsoAWY2AF/JYQ9gQnuBL4Bzbg2wBNi/B5onIpmqqYFrr/UDlpItX54677e+HmbOVE6wJDID4vJ+DzpIx4iUDAW/Rc7M+gLzgAOAo5xzz2a6KaDTAiKFZurU1AHw2rVw2GGJAUx9vV920UVt7xOBxOmNlTcuJULBbxEzszLgduAwYGKmpczMbDjwZWBZNzZPRDpr6tTUUxsnj9Svq9MofsmcBrpJidCAt+J2NfAt4FLgYzMbE3ffWufcWjP7Hf5HUD1+wNvngfOBFuDXPdxeEcnUlCl+dreNG30OcFlZ25H6tbV+WVi/VcGNhJxrTX0AiM57ikjN6Dw2SKTnKPgtbkcG1xcGl3i/xM/29jxwFnAqMBh4Fz/5xS+dcy/2SCtFJHs1NX4ygro6X+lh3bq2I/Xj19EofkkWN+A9WkdQ+Eyk+Knag+Scqj2IiPQSySXPCpCqPUiuqedXRESkBEVtd6IcEtxy1NmhsGgRkQhEInlsmEg3U/ArIiJSgiJEW0ud1TGOCK8Sqc1rk0R6hKo9iIiIlKK4AW8AUXYnGs1PU0R6koJfERGRUtTSEjfZxWpYtEjBr5QEpT2IiIiUqOh/WhIC3oYGf628XylmCn5FRERKVBjgRqM+8K2shGefbXu/SDFR8CsiIlLCIhGI7G7AOBqogitnaT4UKWrK+RURESllrXm/UQD+c84f8tgYke6nnl8REZESFmU37ufrvMjnWc9g/sMenH02VFTAEUfA2LH5bqFIbin4FRERKWERVvMDrgJ8vd8/8EOuuirPjRLpRgp+RURESplzLLGxLKeaVYyASd9k1ix/V3W1en6l+Cj4FRERKXFj3RLG4qs+/P73MH16nhsk0o004E1EREQAX/lhjz3y3QqR7qXgV0RERDwzqs8Z22bqY5FiouBXREREWgPesfwr4bZIsVHwKyIiIiIlQ8GviIiIiJQMBb8iIiICzrV/W6RIqNSZiIiIeAp4pQSo51dERERESoaCXxEREREpGQp+RUREJK1oNN8tEMktBb8iIiKSloJfKTYKfkVERKRd0bufhpkzob4+300R6TJVexAREZEE0Whcj+/zzzN/+p1UtTxNpO8tRBbdBDU1eWydSNco+BUREZEEkYi/ANTd3kBl8+vUuoWwpRzq6hT8Sq+m4FdERETaCHt/G7Y6CMobqGsZD+V9iHx+ApE8t02kKxT8ioiISBuRCER2NyLsxnwmEfnJZCLf3A9qRue7aSJdogFvIiIi0kbUItQxjmjQzzv/ipeo21ij6g/S66nnV0RERNqIsJoIqwFopJJKGqmtzW+bRHJBwa+IiIikFGU3okRag9+5c6GyMnFAnEhvo+BXRERE2nKOiFnQAxwluihKJaj3V3o95fyKiIhIas75INhF890SkZxRz6+IiIikFZY8a2z0t+vq/LVSH6S3UvArIiIiacUHubNmwfHH57ExIjmgtAcRERERKRnq+RUREZG0wrQH8JUeVPFBejv1/BYxMzvWzOaZ2Woz22BmL5rZTDMb3M4215uZM7PberKtIiJSmCIRX+GhttYHvZWV/m8FvtJbKfgtbj8GmoELgK8C1wJnAQ+ZWZvX3swOAk4E1vdkI0VEpHfRLG/Smyntobh93Tn3TtztxWbWBNwC1AILwzvMrC8wG7gUmNbdDVu/fj1vv/02mzdv7u6HEukxffv2Zccdd2TIkCH5bopITsVXfKishPnzoapKqQ/SOyn4LWJJgW/oyeB6WNLynwDlwO/o5uB3/fr1vPXWWwwbNoyBAwdiZt35cCI9wjnHhg0beP311wEUAEtRiQ9y6+piqQ8ivZGC39IzLrheGS4ws88CPweOds5t6u5g9O2332bYsGFstdVW3fo4Ij3JzNhqq60YNmwYb7zxhoJfKTph729Dg7+ter/SWyn4LSFmNgy4GHjYObc87q7rgLudc4t6oh2bN29m4MCBPfFQIj1u4MCBSueRohQGuZGIT3tQz6/0VhrwViLMbBBwL7AF+E7c8pOA/fGD4zLd11QzW57u8s47qbIt2uwj+3+igNx8882YWeulvLycYcOG8e1vf5sXX3yx3XUHDx7Mvvvuy1VXXcWWLVsS1t2wYQPbbLMNZsa///3vlI+9fv16fvGLXzBy5Ei23nprtttuO0aNGsW0adN4++23W9fbuHEjV155Jfvuuy+DBw9myJAh7LXXXpxyyim8/PLL7f5/M2bMyNtrVFdXh5nx8MMP5+Xxu6q3H9si6USjvrc3HOw2d27ibZHeQj2/JcDMBgD3AXsA45xza4Plg4DfA5cBn5rZtsEmZUDf4PbHzrmEbizn3Gz84LiUqqurXa7/h0J11113seuuu9Lc3Mwrr7zCJZdcwmGHHcbzzz/PNttsk3Ld9evXc9ddd/GDH/yAt99+m4svvrh1nbvvvpv1632xjTlz5vC73/0uYR/Nzc0cfvjhRKNRfvrTn1JVVcXHH3/Mc889x5133skbb7zBjjvuCMAJJ5zAggULOO+88xgzZgzNzc2sXLmSu+66ixUrVrDnnnum/b/OOOMMvvrVr+bqaRKRIhCf3hBOdayUB+mVnHO6FPEF6Av8HfgIGJN0XwRwHVwmZfuYX/rSl1x7VqxY0e79vcFNN93kAPfyyy8nLH/ooYcc4P7xj390uG5tba0bPHhwwrKvfOUrrqKiwh144IFup512clu2bEm4/5FHHnGAmz9/fsp2NTc3O+ece+WVVxzgZs2a1e56hWjRokUOcA899FDW227ZssVt3ry5G1qVnWI4xkXas2iRc1de6dz//E/3Pxaw3BXA96kuxXNR2kMRC2r53g4cBkx0zi1NWqURODTF5S3g4eDvJT3W4CIQDnLKJOdz//3358MPP2xNVXj99dd55JFHOP744znjjDN46623ePDBBxO2aWpqAqCysjLlPsvKyrJaL51UaQ9/+MMf2HvvvRk4cCDbbbcd1dXV3HPPPa33O+e48sor+fznP0+/fv3YeeedOfvss1t7skNbtmzhsssuY+TIkQwYMIAddtiBr371q7zwwgsJ633yySecffbZbL/99uywww6cdNJJvP/++wnrmBkXXnghv/nNb9h9993p168fzz77LAC33XYb++67LwMGDGD77bfn5JNP5s0330zYPhKJcNJJJzF37lz23ntvtt56a6qrq1mypO1hv3jxYg477DAGDx7M1ltvzYQJE3juuefafR5Fik2Y+hD2/C5cqNQH6X0U/Ba3q4FvAb8FPjazMXGXXZ1znzrn6pIvwKfAW8Htd/P5D7Srvh5mzvTXedLc3MyWLVvYuHEjK1eu5IILLmDHHXekNoORIK+++irl5eUMGjQIgFtvvZWWlhamTJnCt7/9bQYMGMAtt9ySsM3o0aPp06cP06ZN45577uG9995Lue+99tqLIUOG8LOf/YzbbruNt956q0v/5+23386PfvQjTjjhBP7xj39w++23c+yxx7YG2QAXXngh5557Ll/5yle4//77Oe+887j55ps5+uijaWlpaV3v+OOP58ILL+Soo45i/vz5/OlPf2LkyJFtAtMf/vCHmBl33HEH//3f/828efP44Q9/2KZtN998M3//+9/57W9/y9///nd22WUXZs+ezcknn8zee+/N3XffzW9+8xsefPBBxo0bx0cffZSw/WOPPcbvfvc7LrnkEv7yl7/Q3NzM1772tYRA++9//zuHHXYYgwYN4rbbbuOOO+7gww8/5OCDD2bNmjVdem5FepvGRn9ZtQo+/thXf1i6VAGw9CL57nrWpfsuQJT06QwzOtjuts4+bo+kPTz+uHMDBzpXXu6vH3+86/vMQpjKkHzZZZdd3BNPPJFy3RdeeMFt3rzZNTU1ueuuu86VlZW5iRMntq639957u89//vOtt48//njXv39/99577yXs709/+pPbeuutHeDMzI0cOdL9+Mc/dq+//nrCevfdd5/bfvvtW9u2xx57uO9///tu5cqVHf5/v/jFL5z/ePC+//3vu/322y/t+uvWrXP9+/d3p5xySsLyW2+91QHu3nvvdc7F0jb+8Ic/pN1XmPYwZcqUhOXf//73Xf/+/V1LS0vrMsDtvPPO7pNPPmldtmXLFrfjjju62trahO0fe+yxNo+92267uW233dY1NTW1LnvyyScd4G6//fbWZZ/97Gfd+PHjE/b3wQcfuKFDh7of/vCHbf4HpT1IMXvsMZ/yMGmSv1x5pb889lj3PB5Ke9Alxxf1/BYx51zEOWdpLjM62O6kHmxq9urqYNMmaG7212HByR52zz338OSTT/LEE08wf/58Ro4cyVFHHcXKlSvbrLvXXnvRt29fKioq+N73vseJJ57IjTfeCMATTzzBypUrOfnkk1vXP+WUU9i4cSP/+7//m7CfM844gzVr1nDbbbcxdepUWlpa+O1vf8s+++zD888/37re17/+daLRKHfffTc/+MEP2HbbbbnmmmvYb7/9sq6ksP/++9PQ0MAPfvADHn74YT755JOE+5cuXcrGjRs56aTEw+b444+nT58+LF68GIAFCxZgZnz3u9/t8DGPPvrohNujRo1i48aNbXqxv/rVryaUznvxxRd5++23OfHEExPWGzt2LLvttltrW0I1NTVst912CY8D8NprrwHw8ssv88orr3DiiSeyZcuW1stWW21FTU0Njz76aIf/i0gxGTsWpk+H447zt6dP95exY/PYKJEsKPiV3qm2Fvr1g/Jyf52ngpNf+MIXqK6uZv/992fixIncd999OOeYMWNGm3XDQPmFF17g448/Zs6cOVRUVAC0pjd8/etf5/333+f9999n//33Z4cddmiT+gCw3XbbceKJJ3LdddexcuVK5s+f31oCLd7WW2/NN7/5Tf7nf/6Hp556iscff5zy8nJ+9rOfZfV/TpkyhWuvvZZly5YxYcIEKioqOOaYY4gG5znD9Iedd945Ybs+ffowdOjQ1vvXrVtHRUVFRnWew+cm1L9/fwA+/fTThOXJj5muLeBzoONTNTJ5nDAn+/TTT6dv374Jl7/97W+sW7euw/9FpJiEeb8Agwf7v5X3K72JSp1J71RTA4884j9xa2v97QIwcOBA9thjD/7v//6vzX1f+MIXGDFiRJvlmzZtYu7cuQDsu+++be5/5513WLVqVcptQxMnTmTfffdlxYoV7bZvzJgxHHHEEfzzn//s6F9JYGZMmzaNadOm8d5777FgwQJ+9KMfcdxxx7Fs2bLWALKxsZF99tmndbstW7awbt06hg4dCsD2229PU1MTGzZsyNlEJ8kD8+LbkqyxsZHq6uqs9h+2febMmRx++OFt7u/Xr19W+xPp7eLLm73zjia7kN5HPb/Se9XUwPnnF0zgC75CwSuvvMIOO+yQ8Tb3338/TU1N/OIXv2DRokUJlzAonjNnDgDvvvtum55PgI8//pg1a9a09nZ++OGHbaosgB+g9/LLL6fsFc3Udtttx3HHHce3v/3t1moHY8aMoX///q3tDf3lL39hy5YtjBvnZ9U+4ogjcM7x5z//udOP35HPf/7z7LTTTm3a8vjjj7N69erWtmSzv0gkwvPPP091dXWbyxe/+MVcNl+kVwmyhER6FfX8inRBQ0MD7777Ls453nzzTa666iqampr4wQ9+kPE+brnlFgYNGsSPf/zj1soP8a688krmzJnDL3/5S+rq6jjrrLM49dRTOfjgg9l2221ZvXo1f/zjH2lqauLcc88FfN7roYceysknn8xhhx3GjjvuyJtvvsmf//xnnnvuOa655pqs/s+pU6cyePBgampq2HHHHXnppZe49dZbOeKIIwDf23ruuecyc+ZMtt5669a855///OeMHTu2NX/30EMPZfLkyZx77rmsWbOG8ePHs3nzZh599FGOPvrojKpkdKS8vJyLL76YadOmcdJJJ3HSSSfx+uuvc+GFF7Lnnnvyne98p+OdxDEzrr76aiZOnMimTZv49re/zfbbb89bb73F448/zvDhw1ufd5FSowkupDdS8CvSBd/61rda/95hhx34whe+wD//+U8mTJiQ0fbvvPMODzzwAFOmTEkZ+ILPNZ06dSqLFy9mzJgxnHHGGSxcuJBbbrmF9957j2233Zb999+fhx56iPHjxwMwYsQIfvKTn/Dwww9zzz338O677zJo0CCqqqq46667OPbYY7P6P7/85S9z0003ceutt/LBBx+wyy67cNJJJ/HLX/6ydZ1LL72UHXbYgeuuu45rrrmGoUOHMmXKFGbOnJlQV3ju3Llcdtll3HLLLcyaNYttttmG/fffnzPOOCOrNrVn6tSpbLXVVlxxxRVMnDiRQYMGcdRRR3H55ZenfZ7bc9RRR/Hoo49y6aWXcsYZZ7BhwwYqKysZM2YMx4WjfkRKkIJf6Y3MuZKZiVZ6SHV1tVu+fHna+1euXMnee+/dgy0S6Vk6xkVyx8yecs5ll6wv0g7l/IqIiIhIyVDwKyIiIiIlQ8GviIiIiJQMBb8iIiIiUjIU/IqIiIhIyVDwKyIiIiIlQ8GviIiIiJQMBb8iIiIiUjIU/IqIiIhIyVDwK9JJN998M2aGmfHSSy+1ub+urq71/ocffhiAGTNmYGZs2bKldb3169fzi1/8gpEjR7L11luz3XbbMWrUKKZNm8bbb7+dsJ/2LqeeemrGbf/www/58Y9/TG1tLUOGDMHMqKur6+pTIiIiUvD65LsBIr3d4MGDufXWW7nkkksSls+ZM4fBgwfz4Ycfpt22ubmZww8/nGg0yk9/+lOqqqr4+OOPee6557jzzjt54403GD16NPX19a3bvPnmmxxzzDGcf/75fOMb32hdvsMOO2Tc5nXr1nHjjTcyevRovvKVr3D33Xdn8R+LiIj0Xgp+RbromGOO4bbbbuPiiy/GzADYsGED8+bNY/Lkydx8881pt128eDFPPvkk8+fPZ+LEia3Lv/GNb3DBBRfQ0tJCWVkZY8aMab0vGo0CsMceeyQsz8Zuu+1GU1MTAA8//LCCXxERKRlKexDpopNPPpnVq1ezZMmS1mX33HMPzc3NTJ48ud1twwC0srIy5f1lZdm9RY866ii+9KUvtVn+5ptv0qdPH2bNmgXQGqSLiIiUGgW/0qsFnaB5tdtuu3HIIYdw6623ti6bM2cO3/zmNxk0aFC7244ePZo+ffowbdo07rnnHt57770utWXKlCk8/fTTrFixImH5HXfcAcAJJ5zQpf2LiIj0dgp+pVcrhOAXfNB511138emnn/Lmm2/y8MMPM2XKlA6322OPPbj22mtZtWoVxxxzDEOHDmWfffbhJz/5CW+88UbW7Zg4cSJDhgxJCMQBbr31Vo444gh22mmnrPcpIpI1s9hFpMAo+BXJgW9961ts3LiR+++/n9tvv53KykoOO+ywjLY944wzWLNmDbfddhtTp06lpaWF3/72t+yzzz48//zzWbVj4MCBTJ48mdtvvx3nHADPPvss//73vzMKxkVEuiw54FUALAVGwa/0OtEo1NX5C8T+zmcv8ODBg5k0aRK33norc+bM4cQTT8wqX3e77bbjxBNP5LrrrmPlypXMnz+/tQRatqZMmcKaNWtaS5fdeuutDB48OGFAnYiISKlStQfpdSIRfwEf9NbW5q8t8aZMmcLRRx9NS0sLd955Z5f2NXHiRPbdd982ubuZGDduHMOHD+e2225j3Lhx3HnnnRx77LEMHDiwS20SEREpBgp+RXLkK1/5Ct/+9rfZdttt2WeffTLa5t1332XQoEEMGDAgYfnHH3/MmjVr+OIXv5h1O8yME088kauvvppvfvObrF27VikPItJznEtMdQhSsEQKhYJf6dXCHuBCUF5ennWPb11dHWeddRannnoqBx98MNtuuy2rV6/mj3/8I01NTZx77rmdasuUKVOYOXMmZ555Jp/5zGcYN25cm3UeeOABPv74Y5599lnA1xx+99132XrrrTnyyCM79bgiIoACXiloCn6lVyuk4LczxowZwxlnnMHChQu55ZZbeO+999h2223Zf//9eeihhxg/fnyn9rvXXntRXV3N8uXLOf/881PW9T3rrLNYvXp16+0ZM2YAvnRbtFDKaIiIiOSYOf06kxyrrq52y5cvT3v/ypUr2XvvvXuwRSI9S8e4SO6Y2VPOuep8t0OKh6o9iIiIiEjJUPArIiIiIiVDwa/khdJtpFjp2BYRKWwKfqXH9e3blw0bNuS7GSLdYsOGDfTt2zffzRARkTQU/EqP23HHHXn99df55JNP1EsmRcM5xyeffMLrr7/OjjvumO/miIhIGip1Jj1uyJAhALzxxhts3rw5z60RyZ2+ffuy0047tR7jIiJSeBT8Sl4MGTJEAYKIiIj0OKU9iIiIiEjJUPArIiIiIiVDwa+IiIiIlAwFvyIiIiJSMhT8ioiIiEjJUPArIiIiIiXDNMmA5JqZvQOsztHutgfezdG+JDU9x91Pz3H303PcM/LxPO/mnNuhhx9TipiCXyloZrbcOVed73YUMz3H3U/PcffTc9wz9DxLMVDag4iIiIiUDAW/IiIiIlIyFPyKiIiISMlQ8CsiIiIiJUPBr4iIiIiUDAW/IiIiIlIyFPxKoZud7waUAD3H3U/PcffTc9wz9DxLr6c6vyIiIiJSMtTzKyIiIiIlQ8GviIiIiJQMBb/So8ys1sxcisv7GWybajtnZlXd3/LepYvP8wAzu8LM3jSzDWZWb2aH9ECzezUz+2fwHP8qg3V1LHdCls+xjuMMmNkEM1toZo1mttHM1prZ/5rZyAy21XEsvVKffDdAStZ/AU/G3d6S4XY3A9cnLXspFw0qUp15nm8AjgZ+AvwH+D7woJnVOOcact7CImBmJwD7ZrnZzehYzlgnnmMdx5mpAJ4CrgHeAYYDPwOWmtko59zqDra/GR3H0sso+JV8WemcW9qJ7V7v5HalKqvn2cz2Bf4fcJpz7qZg2WLgeeBi4Bvd0spezMy2Ba4EzgHuyGJTHcsZyvY51nGcOefcncCd8cvM7AngBeBY4Hcd7ELHsfQ6SnsQkXjfADYDfwkXOOe2AHOBCWbWP18NK2CXA88HQYR0j2yfYx3HXbMuuN6c11aIdBMFv5Ivt5tZs5mtM7M7zGx4htudFeSlfRLkqR3cra3s/bJ9nvcBXnXOfZK0/HmgHzCiW1rZS5nZWGAK8L1ObK5jOQOdfI51HGfJzMrNrJ+Z7YlPY2jE/1joiI5j6XWU9iA97QP8abTFwHpgP+ACoN7M9nPOvd3OtrcBfwPeAHbD5/ItNLOvOOfqurXVvU9nn+cK4L0Uy5vi7hfAzPrig4TfOudezHJzHcsZ6MJzrOM4e8uALwV/rwLGd/B5DDqOpZdS8Cs9yjn3DPBM3KLFZvYo8AR+cNbP29n25Libj5nZvcBzwK+Asd3Q3F6rC8+zAalmvrHctrAo/BQYCFya7YY6ljPW2edYx3H2TgaGAHsAPwYeMrOxzrloug10HEtvpbQHyTvn3NP40cH7Z7ndh8Dfs92uVGX4PDeRuldsu7j7S16QPnIhcBHQ38y2DQZlEXe7PNP96Vhuq4vPsY7jLDnnVjrnlgV51YcBg/BVH7LZh45j6RUU/EqhSNdT013blaqOnq/ngd3NbKuk5SOBTfjToeJ7xwbgT/u+F3cB32v2HjAqy33qWE7UledYx3EXOOfexz9HncmN1nEsBU/Br+SdmVUDn8PnnGWz3RB8Hc+stitVGT7P9wH/v707D7p7uuM4/v5Iopbqk6qiGGsFpRVLLUMQS0qHlhatsWTQlrSWGluDGZWG0E1qaTFl7KUVqszYhtQSUrU8KpaE2JKgsUVQQfj2j3Nu8st9fvd57nOfNbmf18ydX3LOued37u/5zZ3v79yzDAL2K7xvIPAD4M6I+KhHG7n4aAWGl7wgBWvD6USA5Xu5VCuNX2Pfx10gaRVgQ2B6J9/n+9gWCx7za71K0jXAi8BjwBzSRKzRwCzg/FxmLdKX7piIGJPTTgA2ACaycHLFCcCqwIG9+iEWA41e54holXQ9MD5PNnoRGAWsg6/zArln7J/V6ZIAXq5M9vG93LiuXGPfx/WTdBPpe+I/pMmxQ0jrKc8nr/Hr+9iWNA5+rbdNAQ4AjgaWIy2ncyNwekS8mcsIGMCiv0xMBfbJrxbSl/Qk4PCIeLh3mr5YafQ6AxxKmmA0FhgMPAHsnscMW+f4Xu55vo+7ZjKwP3A8aRm4GaSHjnGFyW6+j22JoggPzTEzMzOz5uAxv2ZmZmbWNBz8mpmZmVnTcPBrZmZmZk3Dwa+ZmZmZNQ0Hv2ZmZmbWNBz8mpmZmVnTcPBrZmZmZk3Dwa+ZmZmZNQ0Hv2ZNTtLakkLS5X3dlp4k6UpJsyUt39dt6UhP/00Wl/q7sZ4tcj2Hd6UeM1syOPg1sz4jaV9J50u6X9LcHKBcXcf71pB0maRXJX0k6SVJ4yV9sUb5LYGDgLMj4oNC+hv5nPW+juy+T2+9JSIeBf4OjJX0+T5ujpn1sYF93QAza2qnAZsC7wMzgQ07eoOk9YAHgZWBm4Fnga2AY4HdJW0XEW9Vve0sYC7wp0I9ywMXVpUbCJwKfAyMKzn97R1/pG4xC9gIeLeXztdfded1GAf8CziGdD+YWZNy8Gtmfek4UtD7PLAjMLGO9/yRFPgeExHnVxIl/T7XdyZwZCF9CLAr8OeI+LCSnnuAf1msWNKmpOD3yYhYJK83RcQnpKC+qXXndYiIhyU9Cxwh6ZyI+LQ76jWzxY+HPZhZTZL2l3SfpHclfSjpSUmjJX2upKwkHSvpaUnzJM2SdIGkljws4aXq90TExIh4LiKizvasC4wAXqJtr+3pwAfAwVXjeg8DBFxfxym2zMdH62lPTykb61pMy/++TtKb+Vo/ImnPbjjvUpLOy+e5UdIyVflbS7pB0uuSPpY0Q9LFklaro+5tK/W2U+aZPIxlxerPXCjTletwHbAm6WHIzJqUg18zKyXpLFLAuBFwLXABKYg8C7hD0qCqt1wIjAdagEuAv5AC1buA6rKN2jkf74yIz4oZEfEeMAlYDtimkLUr8CkwuY76t8jHR7rYzp60FvAwsDZwFelvtAlws6ThjVaaA92/AkeT/pb7RsS8Qv6hpOu7B6mHfjzpOv0IeETSmu3VHxEPAVOBPSV9qeT8W5GGvdwSEW/X0eRGrsOkfNytjvrNbAnl4NfM2pC0LTAamAF8PSJGRcSJwFDgVtIQhRML5YcBo4BpwMYRcUxEnEAKRuYBHfYM1mmDfJxWI/+5fByS27V8bvMzxYlu7agEv33a89uBnYALI2KbiDguIkYC3yV9n5/Y7jtryD2tdwHfA34REUcVHy7y0JGLST3uQyLigIg4KSL2IQWSqwB/qONUV5AehA4oyRtZKFOPnej8dfh3Pu5Q5znMbAnk4NfMyhyWj2Mj4vVKYkTMB44HPiP1+FVUApczI2JOofzHpCC6u7TkY60JUJX0wfm4OjAAeK2jiiUNBL5Bmuw2pfEmLqjvx5JekDRf0sW10hrwMjC2mBARdwCvkCb+dbada5F6RLcGDo6Ic0qKjSIFrcdGxKyqc98D/APYS9IKHZzuKtK9M7KYKGlp4IfAbOC2Opve6esQEe+SHsba7aU2syWbJ7yZWZnN8/Ge6oyImCZpJrCOpME52N0sZz9QUtdkYH6PtLIt5WNlDHHl5/V36njvxsAywKM5aG+8EdKGpJUl9iN9/vfK0hqsvrXGZK0ZwLadrGsD4CFgeWCPiLi7RrlKvTtK+mZJ/sqkh4whtNNrHhEzJd0N7CbpaxHxdM7aC1gRODc/YNWj0evwNqmn2syalINfMytT6WGt1WP6Gqn3rAWYUyj/3+qCEfGppOqlxxpV6dltqZH/hapyldUdlikpW607J7t9B5gSETdVEiS1SWvQnBrp8+n8r3lDSEFnK/BYO+UqDxEdDauoZw3dy0lDJUYCJ+e0zg55gMavw7IsvC/MrAl52IOZlakEj6vWyP9KVbm5+dimR03SABYGT101NR+H1MhfPx8rY4Jn52M9569rspuk1ZV2i3tL0hxJEyStUsifBpwDbJpXJbipLK2O9vSGW4BTSOOi75a0Uo1yCx46IkLtvO6t45w3ke6XgyQNkPRl0iS6JyLiiS5+nnZJWoo0JGZ2B0XNbAnm4NfMyjyejztVZ0j6KrAG8GJhfG+l/PYldW1D9/3KVFkHeEQOZIrtWgHYjtSrV1nZ4TXgDRZOlGtPh5PdJK1D6iGdRfqsOwErARcVim1PCr5PIz0kjKyR1i9ExDjS+sibAROLgXxB5XoO64bzfUhaVWI10kocB5Luj870+jZqA9LQmNZeOJeZ9VMOfs2szGX5eFrumQMW9OL+lvTdcWmh/JX5eKqklkL5penG3bQiYjpwJ2l5q59VZZ9BGrt6ZWVlh7x+8H3ASjloL9WJyW4XAZdGxOiIeCYiWoFfAbsUyswF1gUmRcTrETG3Rlq/ERHjSZPaNgbuLVm39wLgE+DcvPLDIiQtnVf8qNfl+XhIfs0HrulksxtRWQKvns1UzGwJ5TG/ZtZGRDwo6dfAScAUSTeQNpDYg7R82QPAbwrl75V0CfAT4ClJE0jB0l6kn8xfJc3yX4SkvYG9838rQyy2LWxq8GZeMq3op6Ttjc+TtAvwDGmlguGk3tVTq8pPAL4PfIu0k1yZDie75XVsRwDDJB1TyBoA/K/w/01I362tHaT1KxFxkaR5pIea+yTtHBGv5LxnJR1Geih6StLtpGs9iDT2exiph73D7alzfZMkPU+a/DeItLZvbwxFGEFa8/nmXjiXmfVTDn7NrFREnCzpceAoUu/cIGA66af735UEiaNIW9EeQdpe+C3S+M5TSFsYTy85zVDaDgFYN78gLWe1SPAbEdMlbQmMAXYHvk0a3nAecEbJBgkTSBPxDqHtrnAV9azvO5TUg7tFSd7HVeVeLi75ViOt34mIyyV9ROrJrwTAL+S8qyU9QVrqbjgpkPyA9GBzA/XtoFd0BanXvPLvHpV/kdgbuDUiZvT0+cys/1Kdu4qamTVE0vqkXsLrIqJsc4PeaMNo0vCLzSPi8Y7K16hjD9IEscER8X475S4A1oiIvdtLs94l6WjSA9IOEXF/X7fHzPqOx/yaWbeQtGrJJLTlSNvgQuoF7ivnkjY/GNOFOiaT1gu+StJmktaTtJukC6s+91DaDm8oS7NeImlZ0mYrExz4mpmDXzPrLj8HXpR0haSz87jdqaRhCbcBf+urhkXEPOBg4JG85XEjdbxDGvPcQpow1Uqa/DezshWwJJEmzrVW3leWZr1ubeASqobQmFlz8rAHM+sWefLZCaRezhVJM/inAdcC4yPik75rnZmZWeLg18zMzMyahoc9mJmZmVnTcPBrZmZmZk3Dwa+ZmZmZNQ0Hv2ZmZmbWNBz8mpmZmVnTcPBrZmZmZk3Dwa+ZmZmZNQ0Hv2ZmZmbWNP4P3TQvUR2worQAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(np.log10(iso1.primaries['Teff']), np.log10(iso1.primaries[\"L\"]), \"r.\")\n", + "plt.plot(np.log10(iso1.secondaries['Teff']), np.log10(iso1.secondaries[\"L\"]), \"r.\")\n", + "plt.plot(np.log10(iso1.singles['Teff']), np.log10(iso1.singles[\"L\"]),\n", + " \"r.\", label=\"BPASS isochrone\")\n", + "plt.plot(np.log10(iso2.points['Teff']), np.log10(iso2.points[\"L\"]),\n", + " \"b+\", label=\"MISTv1\", alpha=0.25)\n", + "plt.xlabel(\"log10($T_{eff}$ in kelvin)\")\n", + "plt.ylabel(\"log10(L in watts)\")\n", + "plt.title(\"HR Diagram of Isochrones at solar metallicity and 10**8.2 years age\")\n", + "plt.gca().invert_xaxis()\n", + "plt.legend()\n", + "# Rough pattern seems to fit. What's that line?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "I wonder if the bloch of stars in the BPASS isochrone in the middle of the plot has blue stragglers? I check initial masses of these stars and see if they are the type of star that would normally be \"dead\" by this age." + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.5" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.min(iso1.primaries['mass']\n", + " [np.where((np.abs(np.log10(iso1.primaries['Teff']) - 4.5) < 0.15) &\n", + " (np.abs(np.log10(iso1.primaries['L']) - 28.5) < 0.6))])" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "6.0" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(iso1.primaries['mass']\n", + " [np.where((np.abs(np.log10(iso1.primaries['Teff']) - 4.5) < 0.15) &\n", + " (np.abs(np.log10(iso1.primaries['L']) - 28.5) < 0.6))])" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.5" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.min(iso1.secondaries['mass']\n", + " [np.where((np.abs(np.log10(iso1.secondaries['Teff']) - 4.5) < 0.15) &\n", + " (np.abs(np.log10(iso1.secondaries['L']) - 28.5) < 0.6))])" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "12.0" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(iso1.secondaries['mass']\n", + " [np.where((np.abs(np.log10(iso1.secondaries['Teff']) - 4.5) < 0.15) &\n", + " (np.abs(np.log10(iso1.secondaries['L']) - 28.5) < 0.6))])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It turns out that medium-high mass stars are in that island." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Compare this to the HR diagram of the Hoki cluster (Salpeter IMF, log-age of 8.2)" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [], + "source": [ + "from hoki import load\n", + "import hoki\n", + "to_dat_file_pt1 = (\"/u/ryotainagaki/Desktop/\" +\n", + " \"ryotainagaki/BPASS/bpass_v2.2.1_imf135_300/\" +\n", + " \"hrs-bin-imf135_300.z020.dat\")\n", + "\n", + "bin_hr_diagram = load.model_output(to_dat_file_pt1,\n", + " hr_type = 'TL')" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/g/lu/scratch/ryotainagaki/hoki/hoki/hrdiagrams.py:435: MatplotlibDeprecationWarning: You are modifying the state of a globally registered colormap. This has been deprecated since 3.3 and in 3.6, you will not be able to modify a registered colormap in-place. To remove this warning, you can make a copy of the colormap first. cmap = mpl.cm.get_cmap(\"Greys\").copy()\n", + " colMap.set_under(color='white')\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import astropy.constants as cs\n", + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(np.log10(iso1.primaries['Teff']), np.log10(iso1.primaries[\"L\"]/cs.L_sun), \"r.\")\n", + "plt.plot(np.log10(iso1.secondaries['Teff']), np.log10(iso1.secondaries[\"L\"]/cs.L_sun), \"r.\")\n", + "plt.plot(np.log10(iso1.singles['Teff']), np.log10(iso1.singles[\"L\"]/cs.L_sun),\n", + " \"r.\", label=\"BPASS isochrone\")\n", + "bin_hr_diagram.plot(log_age=8.2)\n", + "plt.xlabel(\"log10($T_{eff}$ in kelvin)\")\n", + "plt.ylabel(\"log10(L in solar luminosities)\")\n", + "plt.title(\"HR Diagram of BPASS isochrone and Hoki cluster (in gray) \\n\" +\n", + " \" at solar metallicity and 10**8.2 years age\")\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For the sake of comparison, we will create a plot of just the Hoki cluster's HR diagram." + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "No handles with labels found to put in legend.\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "bin_hr_diagram.plot(log_age=8.2)\n", + "plt.xlabel(\"log10($T_{eff}$ in kelvin)\")\n", + "plt.ylabel(\"log10(L in solar luminosities)\")\n", + "plt.title(\"HR Diagram of Hoki cluster (in gray) \\n at solar metallicity and 10**8.2 years age\")\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the mass-luminosity relationship of the clusters (primary stars)" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/ipykernel_launcher.py:4: RuntimeWarning: divide by zero encountered in log10\n", + " after removing the cwd from sys.path.\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "from astropy import units as u\n", + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(np.log10(clus_1.star_systems['mass_current']),\n", + " np.log10(clus_1.star_systems[\"L\"]),\n", + " \"r.\", label=\"Cluster_w_Binaries made from BPASS \", alpha =1)\n", + "plt.plot(np.log10(clus_2.star_systems['mass_current']),\n", + " np.log10(clus_2.star_systems[\"L\"]),\n", + " \"b+\", label=\"Cluster made from MISTv.1\", alpha=0.1)\n", + "plt.xlabel(\"log10(Current Mass in solar masses)\")\n", + "plt.ylabel(\"log10(L/L_solar)\")\n", + "plt.title(\"log-Mass-logL of Cluster at solar metallicity and\" +\n", + " \" 10**8.2 years age (primaries and singles)\")\n", + "plt.legend()\n", + "# Rough pattern seems to fit. What's that line?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Below, I plot the mass-luminosity relationship of the isochrone" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(np.log10(iso1.primaries['mass_current']),\n", + " np.log10(iso1.primaries[\"L\"] / cs.L_sun), \"r.\")\n", + "plt.plot(np.log10(iso1.secondaries['mass_current']),\n", + " np.log10(iso1.secondaries[\"L\"] / cs.L_sun), \"r.\")\n", + "plt.plot(np.log10(iso1.singles['mass_current']),\n", + " np.log10(iso1.singles[\"L\"] / cs.L_sun), \"r.\", label=\"BPASS isochrone\")\n", + "plt.plot(np.log10(iso2.points['mass_current']),\n", + " np.log10(iso2.points[\"L\"] / cs.L_sun), \"b+\", label=\"MISTv1\", alpha=0.25)\n", + "plt.xlabel(\"log10(Current Mass in solar masses)\")\n", + "plt.ylabel(\"log10(L/L_solar)\")\n", + "plt.title(\"log Mass-logL of Isochrones at solar metallicity and 10**8.2 years age\")\n", + "plt.legend()\n", + "# Rough pattern seems to fit. What's that line?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Examining the phases of primary stars that have luminosities of less than L_sun * 1/sqrt(2)" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/ipykernel_launcher.py:1: RuntimeWarning: divide by zero encountered in log10\n", + " \"\"\"Entry point for launching an IPython kernel.\n" + ] + }, + { + "data": { + "text/html": [ + "<Column name='phase' dtype='float64' length=1>\n", + "
\n", + "\n", + "
101.0
" + ], + "text/plain": [ + "\n", + "101.0" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(clus_1.star_systems[np.where(np.log10(clus_1.star_systems['L']) < -0.5)]\n", + " ['phase'])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Sanity check: make sure there are no phase 0 stars." + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Table length=0\n", + "\n", + "\n", + "\n", + "
masssystemMassTeffLloggisWRmass_currentphasemetallicityisMultiplemergedm_ubv_Um_ubv_Vm_ubv_Bm_ubv_Rm_ubv_I
float64float64float64float64float64float64float64float64float64boolfloat64float64float64float64float64float64
" + ], + "text/plain": [ + "\n", + " mass systemMass Teff L logg ... m_ubv_V m_ubv_B m_ubv_R m_ubv_I\n", + "float64 float64 float64 float64 float64 ... float64 float64 float64 float64\n", + "------- ---------- ------- ------- ------- ... ------- ------- ------- -------" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "clus_1.star_systems[np.where(clus_1.star_systems['phase']==0)]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Taking a look at the BPASS Cluster vs MIST cluster Observer's HR Diagram\n", + "Remember to use a distance modulus!" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Taking a look at the BPASS Cluster vs MIST cluster Observer's HR Diagram\n", + "# Remember to use a distance modulus!\n", + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(clus_1.star_systems['m_ubv_B'] - clus_1.star_systems[\"m_ubv_V\"],\n", + " clus_1.star_systems[\"m_ubv_V\"] - 5 * np.log10(200), \"r.\",label=\"BPASS\")\n", + "plt.plot(clus_2.star_systems['m_ubv_B'] - clus_2.star_systems[\"m_ubv_V\"],\n", + " clus_2.star_systems[\"m_ubv_V\"] - 5 * np.log10(200), \"b+\",\n", + " label=\"MISTv1\", alpha=0.2)\n", + "plt.xlabel(\"B-V\")\n", + "plt.ylabel(\"M_V\")\n", + "plt.title(\"Color magnitude Diagram of clusters at solar metallicity and 10**8.2 years age\")\n", + "plt.gca().invert_yaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "One thing to note about the Cluster_w_Binaries is that it does include the units as information for columns.\n", + "The usual ResolvedCluster does not. Thus the latter has a disadvantage when we do comparisons with solar luminosity.\n", + "\n", + "In any case let's compare the actual masses of the cluster" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1990.3916096207872" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.sum(clus_1.star_systems['systemMass'])" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2000.2279106848912" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.sum(clus_2.star_systems['systemMass'])" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Table length=295\n", + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
system_idxmassTeffLloggisWRmass_currentphasemetallicityisMultiplemergedm_ubv_Um_ubv_Vm_ubv_Bm_ubv_Rm_ubv_Ithe_secondary_star?log_aeiOmegaomega
int64float64float64float64float64float64float64float64float64boolfloat64float64float64float64float64float64boolfloat64float64float64float64float64
02.49025300361061410782.941649782421.6902127228083314e+284.2835825900191060.02.4902530036106145.00.0False0.012.37432206101816612.57891138832707512.52862152799554212.60051525942661112.6492681685551True-0.3013376382188222nannannannan
11.2648459784579147nannannan0.0nan-99.00.0False1.0nannannannannanTrue5.667496591311971nannannannan
20.49664628391809434nannannannannan-99.00.0FalsenannannannannannanTruenannannannannan
30.8745223539341569nannannannannan-99.00.0FalsenannannannannannanTruenannannannannan
43.59015997755711813888.0627975161448.210189933828224e+284.2289758407247410.03.44034976492091945.00.0False0.011.08722405567845811.6501249989164911.52715703463908911.6920291701076711.797874912471825True0.6429516321972302nannannannan
50.7104067893639824nannannannannan-99.00.0FalsenannannannannannanTruenannannannannan
60.733878544867282nannannannannan-99.00.0FalsenannannannannannanTruenannannannannan
70.4876441105227166nannannannannan-99.00.0FalsenannannannannannanTruenannannannannan
83.757796246869899512763.0283948934231.2390821263202032e+293.90640700612144440.03.79305982739713345.00.0False0.010.32653632574606710.83475272355212110.72056065660764510.87048416231103310.962179626737656True0.1969835263684048nannannannan
90.6063213846731395nannannannannan-99.00.0False0.0nannannannannanFalsenannannannannan
..................................................................
2730.5762894104911251nannannannannan-99.00.0FalsenannannannannannanTruenannannannannan
2741.1041582494333408nannannannannan-99.00.0False1.0nannannannannanTrue5.667496591311971nannannannan
2750.9456174007324465nannannannannan-99.00.0False1.0nannannannannanTrue2.4836839476213326nannannannan
2760.5214536891533125nannannannannan-99.00.0FalsenannannannannannanTruenannannannannan
2770.8449975828983857nannannan0.0nan-99.00.0False0.0nannannannannanTrue0.32135379223645705nannannannan
2780.7329050880299302nannannan0.0nan-99.00.0FalsenannannannannannanTruenannannannannan
2793.0675614651869nannannannannan-99.00.0False0.0nannannannannanTrue0.5357302709926124nannannannan
2800.4984383212079005nannannan0.0nan-99.00.0FalsenannannannannannanTruenannannannannan
2810.5470243125816465nannannannannan-99.00.0FalsenannannannannannanTruenannannannannan
2820.563518212023225612280.5529094268533.425034086206858e+284.2968918365716550.02.99068631798252765.00.0False0.011.73581400539629612.15084722501196512.05845485407767212.1852754431490112.269653529882708True-0.44270221045539415nannannannan
" + ], + "text/plain": [ + "\n", + "system_idx mass Teff ... i Omega omega \n", + " int64 float64 float64 ... float64 float64 float64\n", + "---------- ------------------- ------------------ ... ------- ------- -------\n", + " 0 2.490253003610614 10782.94164978242 ... nan nan nan\n", + " 1 1.2648459784579147 nan ... nan nan nan\n", + " 2 0.49664628391809434 nan ... nan nan nan\n", + " 3 0.8745223539341569 nan ... nan nan nan\n", + " 4 3.590159977557118 13888.062797516144 ... nan nan nan\n", + " 5 0.7104067893639824 nan ... nan nan nan\n", + " 6 0.733878544867282 nan ... nan nan nan\n", + " 7 0.4876441105227166 nan ... nan nan nan\n", + " 8 3.7577962468698995 12763.028394893423 ... nan nan nan\n", + " 9 0.6063213846731395 nan ... nan nan nan\n", + " ... ... ... ... ... ... ...\n", + " 273 0.5762894104911251 nan ... nan nan nan\n", + " 274 1.1041582494333408 nan ... nan nan nan\n", + " 275 0.9456174007324465 nan ... nan nan nan\n", + " 276 0.5214536891533125 nan ... nan nan nan\n", + " 277 0.8449975828983857 nan ... nan nan nan\n", + " 278 0.7329050880299302 nan ... nan nan nan\n", + " 279 3.0675614651869 nan ... nan nan nan\n", + " 280 0.4984383212079005 nan ... nan nan nan\n", + " 281 0.5470243125816465 nan ... nan nan nan\n", + " 282 0.5635182120232256 12280.552909426853 ... nan nan nan" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "clus_1.companions" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "astroconda", + "language": "python", + "name": "astroconda" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.10" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/Test_Plots/TestPlot_8.2_Parsec_1.0.ipynb b/Test_Plots/TestPlot_8.2_Parsec_1.0.ipynb new file mode 100644 index 00000000..6dd70d6b --- /dev/null +++ b/Test_Plots/TestPlot_8.2_Parsec_1.0.ipynb @@ -0,0 +1,1974 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Testing the BPASS isochrone at $10^{8.2}$ years age and Comparing With Parsec (Solar Metallicity)\n", + "In this BPASS isochrone and cluster plot, I go over the BPASS isochrone for $10^{8.2}$ years age, solar metallicity, AKs=0.0, and distance of 100 parsecs from Earth. From the isochrone and cluster, we discuss several plots such as the log_g frequency distribution of the isochrone, the color magnitude diagram ($B-V$ vs $M_V$), and the mass luminosity relationship of the cluster. The BPASS isochrone is compared to a Parsec isochrone in this notebook." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Note: This notebook can also be used for demonstration of how the new Isochrone_Binary and Binary_Cluster can be used" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/pysynphot/locations.py:345: UserWarning: Extinction files not found in /g/lu/models/cdbs/extinction\n", + " warnings.warn('Extinction files not found in %s' % (extdir, ))\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/pysynphot/refs.py:125: UserWarning: No thermal tables found, no thermal calculations can be performed. No files found for /g/lu/models/cdbs/mtab/*_tmt.fits\n", + " 'no thermal calculations can be performed. ' + str(e))\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "We (re)compute\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/units/quantity.py:479: RuntimeWarning: invalid value encountered in true_divide\n", + " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n", + "/u/ryotainagaki/Desktop/PyPopStar/spisea/evolution.py:1807: RuntimeWarning: overflow encountered in power\n", + " (1 / cs.au) * un.m)\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/units/quantity.py:479: RuntimeWarning: divide by zero encountered in true_divide\n", + " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Changing to T= 50000 for T= 52330 logg=8.47\n", + "Changing to logg=5.00 for T= 52330 logg=8.47\n", + "Changing to logg=5.00 for T= 44758 logg=8.49\n", + "Changing to logg=5.00 for T= 36146 logg=8.54\n", + "Changing to logg=5.00 for T= 38774 logg=8.52\n", + "Changing to logg=5.00 for T= 38361 logg=8.50\n", + "Changing to T= 50000 for T= 73161 logg=8.45\n", + "Changing to logg=5.00 for T= 73161 logg=8.45\n", + "Changing to logg=5.00 for T= 37966 logg=5.70\n", + "Changing to logg=5.00 for T= 39842 logg=5.51\n", + "Changing to logg=5.00 for T= 32888 logg=5.68\n", + "Changing to logg=5.00 for T= 45669 logg=8.52\n", + "Changing to logg=5.00 for T= 35701 logg=8.52\n", + "Changing to logg=5.00 for T= 37547 logg=5.70\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 38974 logg=5.38\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 35701 logg=8.52\n", + "Changing to logg=5.00 for T= 39110 logg=5.45\n", + "Changing to logg=5.00 for T= 38030 logg=5.34\n", + "Changing to logg=5.00 for T= 35710 logg=8.52\n", + "Changing to logg=5.00 for T= 39081 logg=5.47\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38681 logg=5.49\n", + "Changing to logg=5.00 for T= 39333 logg=5.52\n", + "Changing to logg=5.00 for T= 37796 logg=5.52\n", + "Changing to logg=5.00 for T= 39001 logg=5.46\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 39098 logg=5.41\n", + "Changing to logg=5.00 for T= 39018 logg=5.53\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 34722 logg=5.55\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 37968 logg=5.42\n", + "Changing to logg=5.00 for T= 39042 logg=5.41\n", + "Changing to logg=5.00 for T= 39090 logg=5.47\n", + "Changing to logg=5.00 for T= 47516 logg=9.02\n", + "Changing to logg=5.00 for T= 38778 logg=5.38\n", + "Changing to logg=5.00 for T= 43455 logg=8.58\n", + "Changing to logg=5.00 for T= 38810 logg=5.36\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 32931 logg=5.73\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38008 logg=5.41\n", + "Changing to logg=5.00 for T= 42300 logg=8.53\n", + "Changing to logg=5.00 for T= 38543 logg=5.67\n", + "Changing to logg=5.00 for T= 35665 logg=8.52\n", + "Changing to logg=5.00 for T= 38216 logg=5.28\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 38912 logg=5.40\n", + "Changing to logg=5.00 for T= 42300 logg=8.53\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 35759 logg=5.48\n", + "Changing to logg=5.00 for T= 35776 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 43455 logg=8.58\n", + "Changing to logg=5.00 for T= 37645 logg=8.47\n", + "Changing to logg=5.00 for T= 37474 logg=5.67\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 38938 logg=5.41\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 38864 logg=5.34\n", + "Changing to logg=5.00 for T= 38164 logg=5.31\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 39126 logg=5.42\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 45739 logg=8.21\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 35706 logg=8.52\n", + "Changing to logg=5.00 for T= 38268 logg=5.57\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 42300 logg=8.53\n", + "Changing to logg=5.00 for T= 35714 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 35715 logg=8.52\n", + "Changing to logg=4.50 for T= 39634 logg=4.15\n", + "Changing to logg=5.00 for T= 40536 logg=5.52\n", + "Changing to logg=5.00 for T= 34113 logg=5.11\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 40751 logg=8.18\n", + "Changing to logg=5.00 for T= 42300 logg=8.53\n", + "Changing to logg=5.00 for T= 43455 logg=8.58\n", + "Changing to logg=5.00 for T= 38868 logg=5.45\n", + "Changing to logg=5.00 for T= 35519 logg=8.51\n", + "Changing to logg=5.00 for T= 39136 logg=5.47\n", + "Changing to logg=5.00 for T= 39036 logg=5.38\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 33207 logg=5.01\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 38863 logg=5.61\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 45954 logg=8.68\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 38886 logg=5.50\n", + "Changing to logg=5.00 for T= 39074 logg=5.38\n", + "Changing to logg=5.00 for T= 42300 logg=8.53\n", + "Changing to logg=5.00 for T= 38499 logg=5.32\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 39105 logg=5.40\n", + "Changing to logg=5.00 for T= 38901 logg=5.40\n", + "Changing to logg=5.00 for T= 38260 logg=5.41\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 38820 logg=5.38\n", + "Changing to logg=5.00 for T= 39086 logg=5.37\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 37638 logg=5.66\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 45669 logg=8.52\n", + "Changing to logg=5.00 for T= 35706 logg=5.17\n", + "Changing to logg=5.00 for T= 41390 logg=5.50\n", + "Changing to logg=5.00 for T= 39027 logg=5.57\n", + "Changing to logg=5.00 for T= 40930 logg=5.50\n", + "Changing to logg=5.00 for T= 31378 logg=8.25\n", + "Changing to logg=5.00 for T= 35709 logg=8.52\n", + "Changing to logg=5.00 for T= 39059 logg=5.38\n", + "Changing to T= 50000 for T= 52469 logg=8.18\n", + "Changing to logg=5.00 for T= 52469 logg=8.18\n", + "Changing to logg=5.00 for T= 39097 logg=5.40\n", + "Changing to logg=5.00 for T= 40327 logg=8.45\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 43455 logg=8.58\n", + "Changing to logg=5.00 for T= 38866 logg=5.46\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 33157 logg=5.77\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 37690 logg=5.71\n", + "Changing to logg=5.00 for T= 38205 logg=5.40\n", + "Changing to logg=5.00 for T= 39156 logg=5.49\n", + "Changing to logg=5.00 for T= 45669 logg=8.52\n", + "Changing to logg=5.00 for T= 35714 logg=8.52\n", + "Changing to logg=5.00 for T= 35722 logg=8.52\n", + "Changing to logg=5.00 for T= 37950 logg=5.39\n", + "Changing to logg=5.00 for T= 37640 logg=8.47\n", + "Changing to logg=5.00 for T= 35929 logg=8.18\n", + "Changing to logg=5.00 for T= 39474 logg=5.51\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 45669 logg=8.52\n", + "Changing to logg=5.00 for T= 38945 logg=5.49\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 43455 logg=8.58\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 34757 logg=5.54\n", + "Changing to logg=5.00 for T= 35710 logg=8.52\n", + "Changing to logg=5.00 for T= 33652 logg=5.61\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 35715 logg=8.52\n", + "Changing to logg=5.00 for T= 47227 logg=8.14\n", + "Changing to logg=5.00 for T= 38030 logg=5.41\n", + "Changing to logg=5.00 for T= 38796 logg=5.38\n", + "Changing to logg=5.00 for T= 38530 logg=5.55\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38942 logg=5.43\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 34986 logg=5.58\n", + "Changing to logg=5.00 for T= 33657 logg=5.67\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 45669 logg=8.52\n", + "Changing to logg=5.00 for T= 39010 logg=5.57\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 38062 logg=5.44\n", + "Changing to logg=5.00 for T= 35708 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 38751 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 38924 logg=5.38\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to T= 50000 for T= 55186 logg=8.12\n", + "Changing to logg=5.00 for T= 55186 logg=8.12\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 41051 logg=8.91\n", + "Changing to logg=5.00 for T= 38968 logg=5.47\n", + "Changing to logg=5.00 for T= 38751 logg=8.52\n", + "Changing to logg=5.00 for T= 35722 logg=8.52\n", + "Changing to logg=5.00 for T= 34428 logg=5.62\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 37422 logg=5.67\n", + "Changing to logg=5.00 for T= 34980 logg=5.56\n", + "Changing to logg=5.00 for T= 34191 logg=8.16\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 37820 logg=5.74\n", + "Changing to logg=5.00 for T= 38913 logg=5.59\n", + "Changing to logg=5.00 for T= 38797 logg=5.34\n", + "Changing to logg=5.00 for T= 35649 logg=8.52\n", + "Changing to logg=5.00 for T= 38750 logg=8.52\n", + "Changing to logg=5.00 for T= 35392 logg=8.22\n", + "Changing to logg=5.00 for T= 35709 logg=8.52\n", + "Changing to logg=5.00 for T= 37225 logg=5.46\n", + "Changing to logg=5.00 for T= 38747 logg=5.38\n", + "Changing to logg=5.00 for T= 42302 logg=8.53\n", + "Changing to logg=5.00 for T= 39121 logg=5.40\n", + "Changing to logg=5.00 for T= 45668 logg=8.52\n", + "Changing to logg=5.00 for T= 37138 logg=5.69\n", + "Changing to logg=5.00 for T= 35041 logg=8.49\n", + "Changing to logg=5.00 for T= 35098 logg=8.49\n", + "Changing to logg=5.00 for T= 38377 logg=5.39\n", + "Changing to logg=5.00 for T= 39010 logg=5.64\n", + "Changing to logg=5.00 for T= 39290 logg=5.53\n", + "Changing to logg=5.00 for T= 37889 logg=5.54\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=0.00 for T= 3317 logg=-0.19\n", + "Changing to logg=5.00 for T= 34340 logg=5.63\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 39098 logg=5.57\n", + "Changing to logg=0.00 for T= 3317 logg=-0.19\n", + "Changing to logg=5.00 for T= 44961 logg=8.20\n", + "Changing to logg=5.00 for T= 37700 logg=5.76\n", + "Changing to logg=5.00 for T= 35041 logg=8.49\n", + "Changing to T= 50000 for T= 80369 logg=8.32\n", + "Changing to logg=5.00 for T= 80369 logg=8.32\n", + "Changing to T= 50000 for T=196662 logg=7.28\n", + "Changing to logg=5.00 for T=196662 logg=7.28\n", + "Changing to logg=5.00 for T= 39296 logg=5.53\n", + "Changing to logg=5.00 for T= 33848 logg=5.68\n", + "Changing to logg=5.00 for T= 42994 logg=5.57\n", + "Changing to logg=5.00 for T= 37933 logg=5.39\n", + "Changing to logg=5.00 for T= 34437 logg=5.46\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 42289 logg=5.55\n", + "Changing to logg=5.00 for T= 37723 logg=5.77\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 31631 logg=5.78\n", + "Changing to logg=5.00 for T= 35046 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 39033 logg=5.45\n", + "Changing to logg=5.00 for T= 35123 logg=8.49\n", + "Changing to logg=5.00 for T= 35233 logg=8.21\n", + "Changing to logg=5.00 for T= 39162 logg=5.48\n", + "Changing to T= 50000 for T= 91531 logg=8.30\n", + "Changing to logg=5.00 for T= 91531 logg=8.30\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 44686 logg=8.19\n", + "Changing to T= 50000 for T=172024 logg=7.24\n", + "Changing to logg=5.00 for T=172024 logg=7.24\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 38002 logg=5.45\n", + "Changing to logg=5.00 for T= 38718 logg=5.32\n", + "Changing to logg=5.00 for T= 35041 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 37054 logg=5.15\n", + "Changing to logg=5.00 for T= 34271 logg=5.61\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 31499 logg=8.21\n", + "Changing to logg=5.00 for T= 39297 logg=5.50\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 39015 logg=5.63\n", + "Changing to logg=5.00 for T= 35041 logg=8.49\n", + "Changing to logg=5.00 for T= 39282 logg=5.39\n", + "Changing to T= 50000 for T=122659 logg=7.98\n", + "Changing to logg=5.00 for T=122659 logg=7.98\n", + "Changing to logg=5.00 for T= 39152 logg=5.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 38506 logg=5.66\n", + "Changing to logg=5.00 for T= 39300 logg=5.53\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to T= 50000 for T= 53154 logg=8.20\n", + "Changing to logg=5.00 for T= 53154 logg=8.20\n", + "Changing to T= 50000 for T= 90298 logg=8.31\n", + "Changing to logg=5.00 for T= 90298 logg=8.31\n", + "Changing to logg=5.00 for T= 35044 logg=8.49\n", + "Changing to logg=5.00 for T= 34450 logg=5.60\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35047 logg=8.49\n", + "Changing to logg=5.00 for T= 36175 logg=5.49\n", + "Changing to logg=5.00 for T= 39339 logg=5.50\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35065 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 37969 logg=5.40\n", + "Changing to logg=5.00 for T= 38323 logg=5.43\n", + "Changing to logg=5.00 for T= 38497 logg=5.67\n", + "Changing to logg=5.00 for T= 35161 logg=8.49\n", + "Changing to logg=5.00 for T= 37720 logg=5.76\n", + "Changing to logg=5.00 for T= 35042 logg=8.49\n", + "Changing to logg=5.00 for T= 39061 logg=5.47\n", + "Changing to logg=5.00 for T= 39115 logg=5.45\n", + "Changing to logg=5.00 for T= 27868 logg=6.18\n", + "Changing to T= 50000 for T=197624 logg=7.27\n", + "Changing to logg=5.00 for T=197624 logg=7.27\n", + "Changing to logg=5.00 for T= 39260 logg=5.51\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to T= 50000 for T=170279 logg=7.23\n", + "Changing to logg=5.00 for T=170279 logg=7.23\n", + "Changing to logg=5.00 for T= 39090 logg=5.45\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=0.00 for T= 3294 logg=-0.23\n", + "Changing to logg=5.00 for T= 38348 logg=5.37\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=0.00 for T= 3317 logg=-0.19\n", + "Changing to logg=5.00 for T= 37267 logg=5.48\n", + "Changing to T= 50000 for T= 81089 logg=8.14\n", + "Changing to logg=5.00 for T= 81089 logg=8.14\n", + "Changing to logg=5.00 for T= 36208 logg=8.26\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 39215 logg=5.43\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 38042 logg=5.48\n", + "Changing to logg=5.00 for T= 39003 logg=5.46\n", + "Changing to logg=0.00 for T= 3317 logg=-0.19\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 39019 logg=5.46\n", + "Changing to T= 50000 for T= 85704 logg=8.31\n", + "Changing to logg=5.00 for T= 85704 logg=8.31\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 38521 logg=5.66\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 27144 logg=6.25\n", + "Changing to T= 50000 for T= 52576 logg=8.18\n", + "Changing to logg=5.00 for T= 52576 logg=8.18\n", + "Changing to logg=5.00 for T= 35040 logg=8.49\n", + "Changing to logg=5.00 for T= 39184 logg=5.47\n", + "Changing to logg=0.00 for T= 3295 logg=-0.23\n", + "Making photometry for isochrone: log(t) = 8.20 AKs = 0.00 dist = 100\n", + " Starting at: 2021-08-13 13:57:24.378799 Usually takes ~5 minutes\n", + "Starting filter: ubv,U Elapsed time: 0.00 seconds\n", + "Starting synthetic photometry\n", + "M = 1.240 Msun T = 6225 K m_ubv_U = 9.54\n", + "M = 5.500 Msun T = 27287 K m_ubv_U = 14.77\n", + "M = 4.500 Msun T = 4524 K m_ubv_U = 5.30\n", + "M = 2.700 Msun T = 10526 K m_ubv_U = 5.49\n", + "M = 1.259 Msun T = nan K m_ubv_U = nan\n", + "M = 6.000 Msun T = 24066 K m_ubv_U = 14.97\n", + "M = 2.500 Msun T = 10121 K m_ubv_U = 5.86\n", + "M = 5.000 Msun T = 38750 K m_ubv_U = 13.92\n", + "M = 3.200 Msun T = 11657 K m_ubv_U = 4.73\n", + "M = 5.012 Msun T = nan K m_ubv_U = nan\n", + "M = 2.700 Msun T = 12431 K m_ubv_U = 3.17\n", + "M = 3.000 Msun T = 11265 K m_ubv_U = 5.03\n", + "M = 4.000 Msun T = 11805 K m_ubv_U = 3.36\n", + "M = 6.000 Msun T = 30830 K m_ubv_U = 14.86\n", + "M = 6.000 Msun T = 27033 K m_ubv_U = 14.67\n", + "M = 0.501 Msun T = nan K m_ubv_U = nan\n", + "M = 0.631 Msun T = nan K m_ubv_U = nan\n", + "M = 1.000 Msun T = nan K m_ubv_U = nan\n", + "M = 5.000 Msun T = 38750 K m_ubv_U = 13.92\n", + "M = 3.000 Msun T = 11287 K m_ubv_U = 5.01\n", + "M = 3.200 Msun T = 45669 K m_ubv_U = 13.68\n", + "M = 5.500 Msun T = 27836 K m_ubv_U = 14.68\n", + "M = 4.500 Msun T = 4524 K m_ubv_U = 5.30\n", + "M = 2.500 Msun T = 10121 K m_ubv_U = 5.86\n", + "M = 6.000 Msun T = 33082 K m_ubv_U = 14.91\n", + "M = 2.300 Msun T = 10194 K m_ubv_U = 5.81\n", + "M = 3.700 Msun T = 11328 K m_ubv_U = 2.69\n", + "M = 3.200 Msun T = 41469 K m_ubv_U = 15.34\n", + "M = 1.650 Msun T = 7676 K m_ubv_U = 7.82\n", + "M = 3.600 Msun T = 13127 K m_ubv_U = 4.12\n", + "M = 1.350 Msun T = 6542 K m_ubv_U = 8.99\n", + "M = 4.500 Msun T = 4534 K m_ubv_U = 5.26\n", + "M = 0.600 Msun T = 3945 K m_ubv_U = 16.08\n", + "M = 2.000 Msun T = 9101 K m_ubv_U = 6.86\n", + "M = 4.000 Msun T = 14082 K m_ubv_U = 3.75\n", + "M = 2.240 Msun T = 9965 K m_ubv_U = 6.34\n", + "M = 7.000 Msun T = 39833 K m_ubv_U = 15.56\n", + "M = 0.810 Msun T = nan K m_ubv_U = nan\n", + "M = 1.500 Msun T = 7078 K m_ubv_U = 8.34\n", + "M = 0.400 Msun T = 3660 K m_ubv_U = 17.59\n", + "M = 5.400 Msun T = 12339 K m_ubv_U = 2.08\n", + "M = 3.600 Msun T = 10929 K m_ubv_U = 4.00\n", + "M = 4.500 Msun T = 38506 K m_ubv_U = 7.11\n", + "M = 5.500 Msun T = 26754 K m_ubv_U = 14.78\n", + "M = 3.200 Msun T = 11594 K m_ubv_U = 4.70\n", + "M = 0.500 Msun T = 3758 K m_ubv_U = 16.92\n", + "M = 2.700 Msun T = 11431 K m_ubv_U = 5.51\n", + "M = 0.960 Msun T = nan K m_ubv_U = nan\n", + "M = 2.200 Msun T = 9709 K m_ubv_U = 6.41\n", + "M = 2.700 Msun T = 11422 K m_ubv_U = 5.50\n", + "M = 0.500 Msun T = 3758 K m_ubv_U = 16.92\n", + "M = 3.600 Msun T = 13801 K m_ubv_U = 4.45\n", + "M = 0.230 Msun T = nan K m_ubv_U = nan\n", + "M = 0.370 Msun T = nan K m_ubv_U = nan\n", + "M = 1.920 Msun T = nan K m_ubv_U = nan\n", + "Starting filter: ubv,V Elapsed time: 9.55 seconds\n", + "Starting synthetic photometry\n", + "M = 1.240 Msun T = 6225 K m_ubv_V = 9.01\n", + "M = 5.500 Msun T = 27287 K m_ubv_V = 15.91\n", + "M = 4.500 Msun T = 4524 K m_ubv_V = 2.80\n", + "M = 2.700 Msun T = 10526 K m_ubv_V = 5.66\n", + "M = 1.259 Msun T = nan K m_ubv_V = nan\n", + "M = 6.000 Msun T = 24066 K m_ubv_V = 15.99\n", + "M = 2.500 Msun T = 10121 K m_ubv_V = 5.97\n", + "M = 5.000 Msun T = 38750 K m_ubv_V = 15.31\n", + "M = 3.200 Msun T = 11657 K m_ubv_V = 5.08\n", + "M = 5.012 Msun T = nan K m_ubv_V = nan\n", + "M = 2.700 Msun T = 12431 K m_ubv_V = 3.66\n", + "M = 3.000 Msun T = 11265 K m_ubv_V = 5.33\n", + "M = 4.000 Msun T = 11805 K m_ubv_V = 3.77\n", + "M = 6.000 Msun T = 30830 K m_ubv_V = 16.10\n", + "M = 6.000 Msun T = 27033 K m_ubv_V = 15.80\n", + "M = 0.501 Msun T = nan K m_ubv_V = nan\n", + "M = 0.631 Msun T = nan K m_ubv_V = nan\n", + "M = 1.000 Msun T = nan K m_ubv_V = nan\n", + "M = 5.000 Msun T = 38750 K m_ubv_V = 15.31\n", + "M = 3.000 Msun T = 11287 K m_ubv_V = 5.31\n", + "M = 3.200 Msun T = 45669 K m_ubv_V = 15.10\n", + "M = 5.500 Msun T = 27836 K m_ubv_V = 15.83\n", + "M = 4.500 Msun T = 4524 K m_ubv_V = 2.80\n", + "M = 2.500 Msun T = 10121 K m_ubv_V = 5.97\n", + "M = 6.000 Msun T = 33082 K m_ubv_V = 16.20\n", + "M = 2.300 Msun T = 10194 K m_ubv_V = 5.92\n", + "M = 3.700 Msun T = 11328 K m_ubv_V = 3.06\n", + "M = 3.200 Msun T = 41469 K m_ubv_V = 16.72\n", + "M = 1.650 Msun T = 7676 K m_ubv_V = 7.56\n", + "M = 3.600 Msun T = 13127 K m_ubv_V = 4.66\n", + "M = 1.350 Msun T = 6542 K m_ubv_V = 8.57\n", + "M = 4.500 Msun T = 4534 K m_ubv_V = 2.77\n", + "M = 0.600 Msun T = 3945 K m_ubv_V = 13.70\n", + "M = 2.000 Msun T = 9101 K m_ubv_V = 6.77\n", + "M = 4.000 Msun T = 14082 K m_ubv_V = 4.38\n", + "M = 2.240 Msun T = 9965 K m_ubv_V = 6.40\n", + "M = 7.000 Msun T = 39833 K m_ubv_V = 16.93\n", + "M = 0.810 Msun T = nan K m_ubv_V = nan\n", + "M = 1.500 Msun T = 7078 K m_ubv_V = 8.03\n", + "M = 0.400 Msun T = 3660 K m_ubv_V = 15.20\n", + "M = 5.400 Msun T = 12339 K m_ubv_V = 2.56\n", + "M = 3.600 Msun T = 10929 K m_ubv_V = 4.26\n", + "M = 4.500 Msun T = 38506 K m_ubv_V = 8.50\n", + "M = 5.500 Msun T = 26754 K m_ubv_V = 15.90\n", + "M = 3.200 Msun T = 11594 K m_ubv_V = 5.05\n", + "M = 0.500 Msun T = 3758 K m_ubv_V = 14.53\n", + "M = 2.700 Msun T = 11431 K m_ubv_V = 5.82\n", + "M = 0.960 Msun T = nan K m_ubv_V = nan\n", + "M = 2.200 Msun T = 9709 K m_ubv_V = 6.43\n", + "M = 2.700 Msun T = 11422 K m_ubv_V = 5.81\n", + "M = 0.500 Msun T = 3758 K m_ubv_V = 14.53\n", + "M = 3.600 Msun T = 13801 K m_ubv_V = 5.04\n", + "M = 0.230 Msun T = nan K m_ubv_V = nan\n", + "M = 0.370 Msun T = nan K m_ubv_V = nan\n", + "M = 1.920 Msun T = nan K m_ubv_V = nan\n", + "Starting filter: ubv,B Elapsed time: 18.96 seconds\n", + "Starting synthetic photometry\n", + "M = 1.240 Msun T = 6225 K m_ubv_B = 9.57\n", + "M = 5.500 Msun T = 27287 K m_ubv_B = 15.76\n", + "M = 4.500 Msun T = 4524 K m_ubv_B = 4.06\n", + "M = 2.700 Msun T = 10526 K m_ubv_B = 5.61\n", + "M = 1.259 Msun T = nan K m_ubv_B = nan\n", + "M = 6.000 Msun T = 24066 K m_ubv_B = 15.89\n", + "M = 2.500 Msun T = 10121 K m_ubv_B = 5.94\n", + "M = 5.000 Msun T = 38750 K m_ubv_B = 15.00\n", + "M = 3.200 Msun T = 11657 K m_ubv_B = 5.00\n", + "M = 5.012 Msun T = nan K m_ubv_B = nan\n", + "M = 2.700 Msun T = 12431 K m_ubv_B = 3.55\n", + "M = 3.000 Msun T = 11265 K m_ubv_B = 5.25\n", + "M = 4.000 Msun T = 11805 K m_ubv_B = 3.67\n", + "M = 6.000 Msun T = 30830 K m_ubv_B = 15.91\n", + "M = 6.000 Msun T = 27033 K m_ubv_B = 15.65\n", + "M = 0.501 Msun T = nan K m_ubv_B = nan\n", + "M = 0.631 Msun T = nan K m_ubv_B = nan\n", + "M = 1.000 Msun T = nan K m_ubv_B = nan\n", + "M = 5.000 Msun T = 38750 K m_ubv_B = 15.00\n", + "M = 3.000 Msun T = 11287 K m_ubv_B = 5.23\n", + "M = 3.200 Msun T = 45669 K m_ubv_B = 14.78\n", + "M = 5.500 Msun T = 27836 K m_ubv_B = 15.67\n", + "M = 4.500 Msun T = 4524 K m_ubv_B = 4.06\n", + "M = 2.500 Msun T = 10121 K m_ubv_B = 5.94\n", + "M = 6.000 Msun T = 33082 K m_ubv_B = 15.99\n", + "M = 2.300 Msun T = 10194 K m_ubv_B = 5.89\n", + "M = 3.700 Msun T = 11328 K m_ubv_B = 2.97\n", + "M = 3.200 Msun T = 41469 K m_ubv_B = 16.47\n", + "M = 1.650 Msun T = 7676 K m_ubv_B = 7.81\n", + "M = 3.600 Msun T = 13127 K m_ubv_B = 4.54\n", + "M = 1.350 Msun T = 6542 K m_ubv_B = 9.04\n", + "M = 4.500 Msun T = 4534 K m_ubv_B = 4.03\n", + "M = 0.600 Msun T = 3945 K m_ubv_B = 15.05\n", + "M = 2.000 Msun T = 9101 K m_ubv_B = 6.83\n", + "M = 4.000 Msun T = 14082 K m_ubv_B = 4.25\n", + "M = 2.240 Msun T = 9965 K m_ubv_B = 6.39\n", + "M = 7.000 Msun T = 39833 K m_ubv_B = 16.68\n", + "M = 0.810 Msun T = nan K m_ubv_B = nan\n", + "M = 1.500 Msun T = 7078 K m_ubv_B = 8.39\n", + "M = 0.400 Msun T = 3660 K m_ubv_B = 16.57\n", + "M = 5.400 Msun T = 12339 K m_ubv_B = 2.45\n", + "M = 3.600 Msun T = 10929 K m_ubv_B = 4.19\n", + "M = 4.500 Msun T = 38506 K m_ubv_B = 8.19\n", + "M = 5.500 Msun T = 26754 K m_ubv_B = 15.76\n", + "M = 3.200 Msun T = 11594 K m_ubv_B = 4.96\n", + "M = 0.500 Msun T = 3758 K m_ubv_B = 15.91\n", + "M = 2.700 Msun T = 11431 K m_ubv_B = 5.75\n", + "M = 0.960 Msun T = nan K m_ubv_B = nan\n", + "M = 2.200 Msun T = 9709 K m_ubv_B = 6.44\n", + "M = 2.700 Msun T = 11422 K m_ubv_B = 5.73\n", + "M = 0.500 Msun T = 3758 K m_ubv_B = 15.91\n", + "M = 3.600 Msun T = 13801 K m_ubv_B = 4.92\n", + "M = 0.230 Msun T = nan K m_ubv_B = nan\n", + "M = 0.370 Msun T = nan K m_ubv_B = nan\n", + "M = 1.920 Msun T = nan K m_ubv_B = nan\n", + "Starting filter: ubv,R Elapsed time: 28.29 seconds\n", + "Starting synthetic photometry\n", + "M = 1.240 Msun T = 6225 K m_ubv_R = 8.73\n", + "M = 5.500 Msun T = 27287 K m_ubv_R = 16.03\n", + "M = 4.500 Msun T = 4524 K m_ubv_R = 2.23\n", + "M = 2.700 Msun T = 10526 K m_ubv_R = 5.68\n", + "M = 1.259 Msun T = nan K m_ubv_R = nan\n", + "M = 6.000 Msun T = 24066 K m_ubv_R = 16.10\n", + "M = 2.500 Msun T = 10121 K m_ubv_R = 5.98\n", + "M = 5.000 Msun T = 38750 K m_ubv_R = 15.44\n", + "M = 3.200 Msun T = 11657 K m_ubv_R = 5.11\n", + "M = 5.012 Msun T = nan K m_ubv_R = nan\n", + "M = 2.700 Msun T = 12431 K m_ubv_R = 3.69\n", + "M = 3.000 Msun T = 11265 K m_ubv_R = 5.36\n", + "M = 4.000 Msun T = 11805 K m_ubv_R = 3.80\n", + "M = 6.000 Msun T = 30830 K m_ubv_R = 16.22\n", + "M = 6.000 Msun T = 27033 K m_ubv_R = 15.91\n", + "M = 0.501 Msun T = nan K m_ubv_R = nan\n", + "M = 0.631 Msun T = nan K m_ubv_R = nan\n", + "M = 1.000 Msun T = nan K m_ubv_R = nan\n", + "M = 5.000 Msun T = 38750 K m_ubv_R = 15.44\n", + "M = 3.000 Msun T = 11287 K m_ubv_R = 5.34\n", + "M = 3.200 Msun T = 45669 K m_ubv_R = 15.24\n", + "M = 5.500 Msun T = 27836 K m_ubv_R = 15.95\n", + "M = 4.500 Msun T = 4524 K m_ubv_R = 2.23\n", + "M = 2.500 Msun T = 10121 K m_ubv_R = 5.98\n", + "M = 6.000 Msun T = 33082 K m_ubv_R = 16.33\n", + "M = 2.300 Msun T = 10194 K m_ubv_R = 5.94\n", + "M = 3.700 Msun T = 11328 K m_ubv_R = 3.09\n", + "M = 3.200 Msun T = 41469 K m_ubv_R = 16.85\n", + "M = 1.650 Msun T = 7676 K m_ubv_R = 7.43\n", + "M = 3.600 Msun T = 13127 K m_ubv_R = 4.70\n", + "M = 1.350 Msun T = 6542 K m_ubv_R = 8.32\n", + "M = 4.500 Msun T = 4534 K m_ubv_R = 2.21\n", + "M = 0.600 Msun T = 3945 K m_ubv_R = 12.93\n", + "M = 2.000 Msun T = 9101 K m_ubv_R = 6.75\n", + "M = 4.000 Msun T = 14082 K m_ubv_R = 4.43\n", + "M = 2.240 Msun T = 9965 K m_ubv_R = 6.41\n", + "M = 7.000 Msun T = 39833 K m_ubv_R = 17.05\n", + "M = 0.810 Msun T = nan K m_ubv_R = nan\n", + "M = 1.500 Msun T = 7078 K m_ubv_R = 7.84\n", + "M = 0.400 Msun T = 3660 K m_ubv_R = 14.40\n", + "M = 5.400 Msun T = 12339 K m_ubv_R = 2.59\n", + "M = 3.600 Msun T = 10929 K m_ubv_R = 4.28\n", + "M = 4.500 Msun T = 38506 K m_ubv_R = 8.62\n", + "M = 5.500 Msun T = 26754 K m_ubv_R = 16.01\n", + "M = 3.200 Msun T = 11594 K m_ubv_R = 5.08\n", + "M = 0.500 Msun T = 3758 K m_ubv_R = 13.73\n", + "M = 2.700 Msun T = 11431 K m_ubv_R = 5.85\n", + "M = 0.960 Msun T = nan K m_ubv_R = nan\n", + "M = 2.200 Msun T = 9709 K m_ubv_R = 6.43\n", + "M = 2.700 Msun T = 11422 K m_ubv_R = 5.84\n", + "M = 0.500 Msun T = 3758 K m_ubv_R = 13.73\n", + "M = 3.600 Msun T = 13801 K m_ubv_R = 5.09\n", + "M = 0.230 Msun T = nan K m_ubv_R = nan\n", + "M = 0.370 Msun T = nan K m_ubv_R = nan\n", + "M = 1.920 Msun T = nan K m_ubv_R = nan\n", + "Starting filter: ubv,I Elapsed time: 37.53 seconds\n", + "Starting synthetic photometry\n", + "M = 1.240 Msun T = 6225 K m_ubv_I = 8.38\n", + "M = 5.500 Msun T = 27287 K m_ubv_I = 16.27\n", + "M = 4.500 Msun T = 4524 K m_ubv_I = 1.52\n", + "M = 2.700 Msun T = 10526 K m_ubv_I = 5.72\n", + "M = 1.259 Msun T = nan K m_ubv_I = nan\n", + "M = 6.000 Msun T = 24066 K m_ubv_I = 16.32\n", + "M = 2.500 Msun T = 10121 K m_ubv_I = 6.01\n", + "M = 5.000 Msun T = 38750 K m_ubv_I = 15.71\n", + "M = 3.200 Msun T = 11657 K m_ubv_I = 5.18\n", + "M = 5.012 Msun T = nan K m_ubv_I = nan\n", + "M = 2.700 Msun T = 12431 K m_ubv_I = 3.78\n", + "M = 3.000 Msun T = 11265 K m_ubv_I = 5.42\n", + "M = 4.000 Msun T = 11805 K m_ubv_I = 3.87\n", + "M = 6.000 Msun T = 30830 K m_ubv_I = 16.48\n", + "M = 6.000 Msun T = 27033 K m_ubv_I = 16.15\n", + "M = 0.501 Msun T = nan K m_ubv_I = nan\n", + "M = 0.631 Msun T = nan K m_ubv_I = nan\n", + "M = 1.000 Msun T = nan K m_ubv_I = nan\n", + "M = 5.000 Msun T = 38750 K m_ubv_I = 15.71\n", + "M = 3.000 Msun T = 11287 K m_ubv_I = 5.40\n", + "M = 3.200 Msun T = 45669 K m_ubv_I = 15.51\n", + "M = 5.500 Msun T = 27836 K m_ubv_I = 16.19\n", + "M = 4.500 Msun T = 4524 K m_ubv_I = 1.52\n", + "M = 2.500 Msun T = 10121 K m_ubv_I = 6.01\n", + "M = 6.000 Msun T = 33082 K m_ubv_I = 16.59\n", + "M = 2.300 Msun T = 10194 K m_ubv_I = 5.97\n", + "M = 3.700 Msun T = 11328 K m_ubv_I = 3.14\n", + "M = 3.200 Msun T = 41469 K m_ubv_I = 17.13\n", + "M = 1.650 Msun T = 7676 K m_ubv_I = 7.28\n", + "M = 3.600 Msun T = 13127 K m_ubv_I = 4.80\n", + "M = 1.350 Msun T = 6542 K m_ubv_I = 8.02\n", + "M = 4.500 Msun T = 4534 K m_ubv_I = 1.50\n", + "M = 0.600 Msun T = 3945 K m_ubv_I = 11.87\n", + "M = 2.000 Msun T = 9101 K m_ubv_I = 6.73\n", + "M = 4.000 Msun T = 14082 K m_ubv_I = 4.54\n", + "M = 2.240 Msun T = 9965 K m_ubv_I = 6.44\n", + "M = 7.000 Msun T = 39833 K m_ubv_I = 17.33\n", + "M = 0.810 Msun T = nan K m_ubv_I = nan\n", + "M = 1.500 Msun T = 7078 K m_ubv_I = 7.62\n", + "M = 0.400 Msun T = 3660 K m_ubv_I = 13.05\n", + "M = 5.400 Msun T = 12339 K m_ubv_I = 2.68\n", + "M = 3.600 Msun T = 10929 K m_ubv_I = 4.33\n", + "M = 4.500 Msun T = 38506 K m_ubv_I = 8.90\n", + "M = 5.500 Msun T = 26754 K m_ubv_I = 16.25\n", + "M = 3.200 Msun T = 11594 K m_ubv_I = 5.15\n", + "M = 0.500 Msun T = 3758 K m_ubv_I = 12.49\n", + "M = 2.700 Msun T = 11431 K m_ubv_I = 5.92\n", + "M = 0.960 Msun T = nan K m_ubv_I = nan\n", + "M = 2.200 Msun T = 9709 K m_ubv_I = 6.45\n", + "M = 2.700 Msun T = 11422 K m_ubv_I = 5.90\n", + "M = 0.500 Msun T = 3758 K m_ubv_I = 12.49\n", + "M = 3.600 Msun T = 13801 K m_ubv_I = 5.20\n", + "M = 0.230 Msun T = nan K m_ubv_I = nan\n", + "M = 0.370 Msun T = nan K m_ubv_I = nan\n", + "M = 1.920 Msun T = nan K m_ubv_I = nan\n", + " Time taken: 46.77 seconds\n", + "Isochrone generation took 365.240186 s.\n" + ] + } + ], + "source": [ + "import spisea\n", + "from spisea import evolution, synthetic\n", + "import math\n", + "# Check if the evolution class works fine\n", + "iso1 = synthetic.Isochrone_Binary(8.2, 0.0, 100, math.log10(1), mass_sampling=1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Check if all of the phases represented in the isochrone are valid." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import numpy as np\n", + "np.all([(x == 5 or x == 101 or x == 102 or x ==103) for\n", + " x in iso1.primaries['phase']])" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.all([(x == 5 or x == 101 or x == 102 or x == 103) for\n", + " x in iso1.singles['phase']])" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.all([(x == 5 or x == 101 or x == -99 or x == 102 or x == 103) for\n", + " x in iso1.secondaries['phase']])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Find the maximum, mean, and median values of logg (cgs) for primaries and secondaries accounting for NaNs in the columns. (For max we make NaNs the same as - infinity and for median and mean, we do not include them)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "9.294869501162154" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(iso1.singles['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "9.288600394549206" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(np.nan_to_num(iso1.primaries['logg'], -np.inf))" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "9.283702439639246" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(np.nan_to_num(iso1.secondaries['logg'], -np.inf))" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.2498758947769355" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median(iso1.singles['logg'][np.where(~np.isnan(iso1.singles['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.133548174454043" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median(iso1.primaries['logg'][np.where(~np.isnan(iso1.primaries['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/ipykernel_launcher.py:1: FutureWarning: Using a non-tuple sequence for multidimensional indexing is deprecated; use `arr[tuple(seq)]` instead of `arr[seq]`. In the future this will be interpreted as an array index, `arr[np.array(seq)]`, which will result either in an error or a different result.\n", + " \"\"\"Entry point for launching an IPython kernel.\n" + ] + }, + { + "data": { + "text/plain": [ + "4.30006013240644" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median(iso1.secondaries['logg'][[np.where(~np.isnan(iso1.secondaries['logg']))]])" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5.354531279865074" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(iso1.singles['logg'][np.where(~np.isnan(iso1.singles['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5.109131776599373" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(iso1.primaries['logg'][np.where(~np.isnan(iso1.primaries['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.762344379541872" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(iso1.secondaries['logg'][np.where(~np.isnan(iso1.secondaries['logg']))])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's make a histogram of log_g values for each table of the isochrone" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'logg in cgs')" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "findfont: Font family ['sans-serif'] not found. Falling back to DejaVu Sans.\n", + "findfont: Generic family 'sans-serif' not found because none of the following families were found: Bitstream Vera Sans\n", + "findfont: Font family ['sans-serif'] not found. Falling back to DejaVu Sans.\n", + "findfont: Generic family 'sans-serif' not found because none of the following families were found: Bitstream Vera Sans\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.title(\"Histogram of logg values (secondaries) of BPASS isochrone\")\n", + "plt.hist(np.array([x for x in iso1.secondaries['logg'] if np.isfinite(x)]), np.arange(0, 30, 1))\n", + "plt.xlabel(\"logg in cgs\")" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'logg in cgs')" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.title(\"Histogram of logg values (primaries) of BPASS isochrone\")\n", + "plt.hist(np.array([x for x in iso1.primaries['logg'] if np.isfinite(x)]), np.arange(0, 30, 1))\n", + "plt.xlabel(\"logg in cgs\")" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'logg in cgs')" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.title(\"Histogram of logg values single stars of BPASS isochrone\")\n", + "plt.hist(np.array([x for x in iso1.singles['logg'] if np.isfinite(x)]), np.arange(0, 30, 1))\n", + "plt.xlabel(\"logg in cgs\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For comparison, let's create a Parsec isochrone phot using otherwise same parameters." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Isochrone generation took 14.694427 s.\n", + "Making photometry for isochrone: log(t) = 8.20 AKs = 0.00 dist = 100\n", + " Starting at: 2021-08-13 13:58:26.544627 Usually takes ~5 minutes\n", + "Starting filter: ubv,U Elapsed time: 0.00 seconds\n", + "Starting synthetic photometry\n", + "M = 0.090 Msun T = 2491 K m_ubv_U = 26.30\n", + "M = 4.155 Msun T = 11703 K m_ubv_U = 2.87\n", + "M = 4.371 Msun T = 4036 K m_ubv_U = 5.84\n", + "Starting filter: ubv,B Elapsed time: 0.43 seconds\n", + "Starting synthetic photometry\n", + "M = 0.090 Msun T = 2491 K m_ubv_B = 24.47\n", + "M = 4.155 Msun T = 11703 K m_ubv_B = 3.18\n", + "M = 4.371 Msun T = 4036 K m_ubv_B = 3.89\n", + "Starting filter: ubv,V Elapsed time: 0.86 seconds\n", + "Starting synthetic photometry\n", + "M = 0.090 Msun T = 2491 K m_ubv_V = 22.76\n", + "M = 4.155 Msun T = 11703 K m_ubv_V = 3.28\n", + "M = 4.371 Msun T = 4036 K m_ubv_V = 2.35\n", + "Starting filter: ubv,R Elapsed time: 1.28 seconds\n", + "Starting synthetic photometry\n", + "M = 0.090 Msun T = 2491 K m_ubv_R = 20.76\n", + "M = 4.155 Msun T = 11703 K m_ubv_R = 3.31\n", + "M = 4.371 Msun T = 4036 K m_ubv_R = 1.62\n", + "Starting filter: ubv,I Elapsed time: 1.69 seconds\n", + "Starting synthetic photometry\n", + "M = 0.090 Msun T = 2491 K m_ubv_I = 16.78\n", + "M = 4.155 Msun T = 11703 K m_ubv_I = 3.38\n", + "M = 4.371 Msun T = 4036 K m_ubv_I = 0.70\n", + " Time taken: 2.10 seconds\n" + ] + } + ], + "source": [ + "iso2=synthetic.IsochronePhot(8.2, 0.0, 100, math.log10(1),\n", + " evo_model=evolution.Parsec(), recomp=True) # New Parsec isochrone for same metallicity" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Find the maximum logg of the isochrone and the distribution of logg values of the new isochrone." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.8974" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(iso2.points['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([14., 56., 26., 36., 84., 0., 0., 0., 0., 0., 0., 0., 0.,\n", + " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n", + " 0., 0., 0.]),\n", + " array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16,\n", + " 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29]),\n", + " )" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.xlabel(\"logg in cgs\")\n", + "plt.title(\"Histogram of logg values of stars in the Parsec isochrone\")\n", + "plt.hist(np.array([x for x in iso2.points['logg'] if np.isfinite(x)]), np.arange(0, 30, 1))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finding the log_g median and mean for the new isochronePhot" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3.4698" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median(iso2.points['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3.0808240740740738" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(iso2.points['logg'])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we want to make clusters for both of these models and plot CMD, HR Diagram, and Mass Luminosity relationship for the isochrones. Then, we want to find the Mass luminosity relationship and CMD for the cluster." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [], + "source": [ + "from spisea import imf\n", + "from spisea.imf import imf, multiplicity\n", + "from spisea import ifmr" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/u/ryotainagaki/Desktop/PyPopStar/spisea/synthetic.py:801: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify 'dtype=object' when creating the ndarray.\n", + " compMass = np.array([compMass[x] for x in indices])\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Creating Interpolator for: Teff\n", + "Creating Interpolator for: L\n", + "Creating Interpolator for: logg\n", + "Creating Interpolator for: isWR\n", + "Creating Interpolator for: mass_current\n", + "Creating Interpolator for: phase\n", + "Creating Interpolator for: m_ubv_U\n", + "Creating Interpolator for: m_ubv_V\n", + "Creating Interpolator for: m_ubv_B\n", + "Creating Interpolator for: m_ubv_R\n", + "Creating Interpolator for: m_ubv_I\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/table/table.py:3197: FutureWarning: elementwise == comparison failed and returning scalar instead; this will raise an error or perform elementwise comparison in the future.\n", + " result = self.as_array() == other\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 8 companions out of stellar mass range\n" + ] + } + ], + "source": [ + "clus_1=synthetic.Cluster_w_Binaries(iso1,\n", + " imf.IMFSalpeter1955(multiplicity=\n", + " multiplicity.MultiplicityResolvedDK()),\n", + " 2000, ifmr=ifmr.IFMR_Spera15())\n", + "clus_2=synthetic.ResolvedCluster(iso2,\n", + " imf.IMFSalpeter1955(multiplicity=\n", + " multiplicity.MultiplicityResolvedDK()),\n", + " 2000, ifmr=ifmr.IFMR_Spera15())" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "to_examine = iso1.primaries[np.where(np.isclose(iso1.primaries['mass'], 3.3, atol = 0.1))]" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "55186.39180947247" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(iso1.primaries['Teff'][np.where(~np.isnan(iso1.primaries['Teff']))])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Examination of data: the previous warning does lead to a potential " + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='mass' dtype='float64' unit='solMass' length=2645>\n", + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
5.5
4.0
1.25893
5.01187
2.5
6.5
3.2
5.5
2.5
4.0
6.0
2.7
...
7.0
4.5
0.501187
2.3
2.7
4.5
4.5
2.7
3.5
0.501187
3.5
5.5
" + ], + "text/plain": [ + "\n", + " 5.5\n", + " 4.0\n", + " 1.25893\n", + " 5.01187\n", + " 2.5\n", + " 6.5\n", + " 3.2\n", + " 5.5\n", + " 2.5\n", + " 4.0\n", + " 6.0\n", + " 2.7\n", + " ...\n", + " 7.0\n", + " 4.5\n", + "0.501187\n", + " 2.3\n", + " 2.7\n", + " 4.5\n", + " 4.5\n", + " 2.7\n", + " 3.5\n", + "0.501187\n", + " 3.5\n", + " 5.5" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "iso1.primaries['mass']" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='mass' dtype='float64' unit='solMass' length=2645>\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
1.65
3.2
4.5
7.0
0.25
1.3
0.6400000000000001
1.65
0.75
1.2
4.800000000000001
1.62
...
4.8999999999999995
2.6999999999999997
3.2
0.22999999999999998
2.16
2.6999999999999997
3.15
0.81
1.05
3.2
2.4499999999999997
3.8499999999999996
" + ], + "text/plain": [ + "\n", + " 1.65\n", + " 3.2\n", + " 4.5\n", + " 7.0\n", + " 0.25\n", + " 1.3\n", + " 0.6400000000000001\n", + " 1.65\n", + " 0.75\n", + " 1.2\n", + " 4.800000000000001\n", + " 1.62\n", + " ...\n", + " 4.8999999999999995\n", + " 2.6999999999999997\n", + " 3.2\n", + "0.22999999999999998\n", + " 2.16\n", + " 2.6999999999999997\n", + " 3.15\n", + " 0.81\n", + " 1.05\n", + " 3.2\n", + " 2.4499999999999997\n", + " 3.8499999999999996" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "iso1.secondaries['mass']" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='log_a' dtype='float64' unit='' length=2645>\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
-0.5412254086880293
1.2442905913119708
0.547117591311971
0.9297055913119707
-0.0951484086880292
-0.7272924086880292
-1.3801498086880293
-1.492032508688029
-0.4709654086880293
1.0638885913119709
-0.9371514086880293
1.0369015913119708
...
0.4886605913119708
0.31235859131197063
-0.8521464086880293
-1.573886708688029
0.6539525913119708
-0.37998340868802916
-0.9327634086880292
-1.2598244086880293
-0.9555474086880291
-1.2521464086880292
-1.4500577086880293
1.0210475913119708
" + ], + "text/plain": [ + "\n", + " -0.5412254086880293\n", + " 1.2442905913119708\n", + " 0.547117591311971\n", + " 0.9297055913119707\n", + " -0.0951484086880292\n", + " -0.7272924086880292\n", + " -1.3801498086880293\n", + " -1.492032508688029\n", + " -0.4709654086880293\n", + " 1.0638885913119709\n", + " -0.9371514086880293\n", + " 1.0369015913119708\n", + " ...\n", + " 0.4886605913119708\n", + " 0.31235859131197063\n", + " -0.8521464086880293\n", + " -1.573886708688029\n", + " 0.6539525913119708\n", + "-0.37998340868802916\n", + " -0.9327634086880292\n", + " -1.2598244086880293\n", + " -0.9555474086880291\n", + " -1.2521464086880292\n", + " -1.4500577086880293\n", + " 1.0210475913119708" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "iso1.secondaries['log_a']" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [], + "source": [ + "# Linear Dependence " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Taking a look at the BPASS Cluster vs Parsec cluster CMD\n", + "Remember to subtract from V a distance modulus! 5$log_{10}$(distance to cluster/(10 pc))" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(iso1.primaries['m_ubv_B'] - iso1.primaries[\"m_ubv_V\"],\n", + " iso1.primaries[\"m_ubv_V\"] - 5 * np.log10(100 / 10), \"r.\")\n", + "plt.plot(iso1.secondaries['m_ubv_B'] - iso1.secondaries[\"m_ubv_V\"],\n", + " iso1.secondaries[\"m_ubv_V\"] - 5 * np.log10(100 / 10), \"r.\")\n", + "plt.plot(iso1.singles['m_ubv_B'] - iso1.singles[\"m_ubv_V\"],\n", + " iso1.singles[\"m_ubv_V\"] - 5 * np.log10(100 / 10),\n", + " \"r.\", label=\"BPASS isochrone\")\n", + "plt.plot(iso2.points['m_ubv_B']-iso2.points[\"m_ubv_V\"],\n", + " iso2.points[\"m_ubv_V\"] - 5 * np.log10(100 / 10),\n", + " \"b+\", label=\"Parsec Isochrone\", alpha=0.25)\n", + "plt.xlabel(\"B-V\")\n", + "plt.ylabel(\"M_V\")\n", + "plt.title(\"Color magnitude Diagram of Isochrones at solar metallicity and 10**8.2 years age\")\n", + "plt.gca().invert_yaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Taking a look at the BPASS Cluster vs Parsec Settings cluster CMD\n", + "Remember to subtract from V a distance modulus! 5$log_{10}$(distance to cluster/(10 pc))" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(np.log10(iso1.primaries['Teff']), np.log10(iso1.primaries[\"L\"]), \"r.\")\n", + "plt.plot(np.log10(iso1.secondaries['Teff']), np.log10(iso1.secondaries[\"L\"]), \"r.\")\n", + "plt.plot(np.log10(iso1.singles['Teff']),\n", + " np.log10(iso1.singles[\"L\"]), \"r.\", label=\"BPASS isochrone\")\n", + "plt.plot(np.log10(iso2.points['Teff']),\n", + " np.log10(iso2.points[\"L\"]), \"b+\", label=\"Parsec Isochrone\", alpha=0.25)\n", + "plt.xlabel(\"log10($T_{eff}$ in kelvin)\")\n", + "plt.ylabel(\"log10(L in watts)\")\n", + "plt.title(\"HR Diagram of Isochrones at solar metallicity and 10**8.2 years age\")\n", + "plt.gca().invert_xaxis()\n", + "plt.legend()\n", + "# Rough pattern seems to fit. What's that line?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the mass-luminosity relationship" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "from astropy import constants as cs\n", + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(np.log10(iso1.primaries['mass_current']),\n", + " np.log10(iso1.primaries[\"L\"] / cs.L_sun), \"r.\")\n", + "plt.plot(np.log10(iso1.secondaries['mass_current']),\n", + " np.log10(iso1.secondaries[\"L\"] / cs.L_sun), \"r.\")\n", + "plt.plot(np.log10(iso1.singles['mass_current']), np.log10(iso1.singles[\"L\"] /\n", + " cs.L_sun),\n", + " \"r.\", label=\"BPASS isochrone\")\n", + "plt.plot(np.log10(iso2.points['mass_current']), np.log10(iso2.points[\"L\"] /\n", + " cs.L_sun),\n", + " \"b+\", label=\"Parsec Isochrone\", alpha=0.25)\n", + "plt.xlabel(\"log10(Current Mass in solar masses)\")\n", + "plt.ylabel(\"log10(L/L_solar)\")\n", + "plt.title(\"log Mass-logL of Isochrones at solar metallicity and 10**8.2 years age\")\n", + "plt.legend()\n", + "# Rough pattern seems to fit. What's that line?" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/ipykernel_launcher.py:5: RuntimeWarning: divide by zero encountered in log10\n", + " \"\"\"\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the mass-luminosity relationship\n", + "from astropy import units as u\n", + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(np.log10(clus_1.star_systems['mass_current']),\n", + " np.log10(clus_1.star_systems[\"L\"]),\n", + " \"r.\", label=\"Binary_Cluster made from BPASS\", alpha =1)\n", + "plt.plot(np.log10(clus_2.star_systems['mass_current']),\n", + " np.log10(clus_2.star_systems[\"L\"]),\n", + " \"b+\", label=\"Cluster made from Parsec\", alpha=0.1)\n", + "plt.xlabel(\"log10(Current Mass in solar masses)\")\n", + "plt.ylabel(\"log10(L/L_solar)\")\n", + "plt.title(\"log-Mass-logL of Cluster at solar metallicity and\" +\n", + " \" 10**8.2 years age (for primaries and single stars)\")\n", + "plt.legend()\n", + "# Rough pattern seems to fit. What's that line?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Taking a look at the BPASS Cluster vs \"Parsec Settings cluster\" Observer's HR Diagram\n", + "Remember to use a distance modulus!" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(clus_1.star_systems['m_ubv_B'] - clus_1.star_systems[\"m_ubv_V\"],\n", + " clus_1.star_systems[\"m_ubv_V\"] - 5 * np.log10(100 / 10), \"r.\",\n", + " label=\"BPASS Cluster\")\n", + "plt.plot(clus_2.star_systems['m_ubv_B'] - clus_2.star_systems[\"m_ubv_V\"],\n", + " clus_2.star_systems[\"m_ubv_V\"] - 5 * np.log10(100 / 10), \"b+\",\n", + " label=\"Parsec Cluster\", alpha=0.25)\n", + "plt.xlabel(\"B-V\")\n", + "plt.ylabel(\"M_V\")\n", + "plt.title(\"Color magnitude Diagram of clusters at solar metallicity and 10**8.2 years age\")\n", + "plt.gca().invert_yaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "One thing to note about the Binary_Cluster is that it does include the units as information for columns.\n", + "The usual ResolvedCluster does not. Thus the latter has a disadvantage when we do comparisons with solar luminosity." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Looking at the total mass of the cluster" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1966.64870269735" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "clus_1.star_systems['systemMass'].sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='phase' dtype='float64' length=4>\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
-99.0
5.0
101.0
102.0
" + ], + "text/plain": [ + "\n", + "-99.0\n", + " 5.0\n", + "101.0\n", + "102.0" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(clus_1.star_systems['phase'])" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "astroconda", + "language": "python", + "name": "astroconda" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.10" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/Test_Plots/TestPlot_9.0_MIST_0.1.ipynb b/Test_Plots/TestPlot_9.0_MIST_0.1.ipynb new file mode 100755 index 00000000..6cf69f16 --- /dev/null +++ b/Test_Plots/TestPlot_9.0_MIST_0.1.ipynb @@ -0,0 +1,2997 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Testing the BPASS isochrone at $10^{9.0}$ years age and Comparing with the MIST model. ($0.1Z_{\\odot}$)\n", + "In this BPASS isochrone and cluster plot, I go over the BPASS isochrone for 1.0 billion years age, 0.1 times solar metallicity, AKs=0.0, and distance of 100 parsecs from Earth. From the isochrone and cluster, we discuss several plots such as the log_g frequency distribution of the isochrone, the color magnitude diagram (B-V vs M_V), and the current-mass luminosity relationship of the cluster. The control group cluster and isochrone are the MIST model." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## This is for tutorial as well as debugging and demonstration purposes." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/pysynphot/locations.py:345: UserWarning: Extinction files not found in /g/lu/models/cdbs/extinction\n", + " warnings.warn('Extinction files not found in %s' % (extdir, ))\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/pysynphot/refs.py:125: UserWarning: No thermal tables found, no thermal calculations can be performed. No files found for /g/lu/models/cdbs/mtab/*_tmt.fits\n", + " 'no thermal calculations can be performed. ' + str(e))\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "We (re)compute\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/units/quantity.py:479: RuntimeWarning: invalid value encountered in true_divide\n", + " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n", + "/u/ryotainagaki/Desktop/PyPopStar/spisea/evolution.py:1807: RuntimeWarning: overflow encountered in power\n", + " (1 / cs.au) * un.m)\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/units/quantity.py:479: RuntimeWarning: divide by zero encountered in true_divide\n", + " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Changing to logg=5.00 for T= 31808 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 27695 logg=5.91\n", + "Changing to logg=5.00 for T= 30805 logg=6.87\n", + "Changing to logg=5.00 for T= 29247 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 25245 logg=5.78\n", + "Changing to logg=5.00 for T= 29247 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 24127 logg=5.39\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 29214 logg=8.00\n", + "Changing to logg=0.50 for T= 6052 logg=0.32\n", + "Changing to logg=5.00 for T= 29242 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 21758 logg=7.13\n", + "Changing to logg=5.00 for T= 27945 logg=5.91\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 26542 logg=5.98\n", + "Changing to logg=5.00 for T= 20293 logg=5.24\n", + "Changing to logg=5.00 for T= 29214 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 25820 logg=5.63\n", + "Changing to logg=5.00 for T= 25777 logg=5.93\n", + "Changing to logg=5.00 for T= 29214 logg=8.00\n", + "Changing to logg=5.00 for T= 25237 logg=5.78\n", + "Changing to logg=5.00 for T= 26557 logg=5.76\n", + "Changing to logg=5.00 for T= 25621 logg=5.91\n", + "Changing to logg=5.00 for T= 29214 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 25758 logg=5.90\n", + "Changing to logg=5.00 for T= 21277 logg=5.21\n", + "Changing to logg=5.00 for T= 23626 logg=5.84\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=3.00 for T= 24984 logg=2.88\n", + "Changing to logg=5.00 for T= 29246 logg=8.00\n", + "Changing to logg=5.00 for T= 21458 logg=5.08\n", + "Changing to logg=5.00 for T= 29780 logg=5.90\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31785 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 25710 logg=5.86\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 25181 logg=6.03\n", + "Changing to logg=5.00 for T= 25146 logg=5.76\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 25818 logg=6.01\n", + "Changing to logg=5.00 for T= 29233 logg=8.00\n", + "Changing to logg=5.00 for T= 29641 logg=5.84\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 29214 logg=8.00\n", + "Changing to logg=5.00 for T= 22736 logg=5.74\n", + "Changing to logg=5.00 for T= 18944 logg=5.21\n", + "Changing to logg=5.00 for T= 25787 logg=5.93\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 26654 logg=5.72\n", + "Changing to logg=5.00 for T= 20295 logg=5.48\n", + "Changing to logg=5.00 for T= 25745 logg=5.86\n", + "Changing to logg=5.00 for T= 25833 logg=6.03\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 26555 logg=5.78\n", + "Changing to logg=5.00 for T= 25729 logg=5.88\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 24680 logg=5.95\n", + "Changing to logg=5.00 for T= 25709 logg=5.87\n", + "Changing to logg=5.00 for T= 25905 logg=6.07\n", + "Changing to logg=5.00 for T= 19571 logg=5.43\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 19582 logg=5.14\n", + "Changing to logg=5.00 for T= 25907 logg=6.07\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 24997 logg=5.96\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 25762 logg=5.97\n", + "Changing to logg=5.00 for T= 25858 logg=6.05\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 26555 logg=5.68\n", + "Changing to logg=5.00 for T= 25854 logg=6.03\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=1.00 for T= 7909 logg=0.93\n", + "Changing to logg=5.00 for T= 25765 logg=5.92\n", + "Changing to logg=5.00 for T= 25829 logg=6.01\n", + "Changing to logg=5.00 for T= 29214 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 29292 logg=8.01\n", + "Changing to logg=5.00 for T= 23510 logg=5.82\n", + "Changing to logg=5.00 for T= 29214 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 29214 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 29214 logg=8.00\n", + "Changing to logg=5.00 for T= 25355 logg=5.78\n", + "Changing to logg=5.00 for T= 21643 logg=5.09\n", + "Changing to logg=5.00 for T= 26611 logg=5.73\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 41397 logg=6.10\n", + "Changing to logg=5.00 for T= 31828 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 28111 logg=5.91\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 25764 logg=5.90\n", + "Changing to logg=5.00 for T= 19775 logg=5.37\n", + "Changing to logg=5.00 for T= 31786 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=3.00 for T= 20042 logg=2.76\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 25645 logg=5.82\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 25785 logg=6.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 29247 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 20462 logg=5.35\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 26386 logg=5.66\n", + "Changing to logg=5.00 for T= 29214 logg=8.00\n", + "Changing to logg=5.00 for T= 26494 logg=5.67\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 25801 logg=6.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 24970 logg=5.77\n", + "Changing to logg=5.00 for T= 24127 logg=5.71\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 43334 logg=6.20\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 25857 logg=6.04\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 25801 logg=6.01\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 30678 logg=5.89\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 29252 logg=8.00\n", + "Changing to logg=5.00 for T= 38896 logg=6.02\n", + "Changing to logg=5.00 for T= 29214 logg=8.00\n", + "Changing to logg=5.00 for T= 25707 logg=5.87\n", + "Changing to logg=5.00 for T= 27689 logg=5.89\n", + "Changing to logg=5.00 for T= 29247 logg=8.00\n", + "Changing to logg=5.00 for T= 29367 logg=5.86\n", + "Changing to logg=5.00 for T= 25785 logg=5.94\n", + "Changing to logg=0.50 for T= 6322 logg=0.41\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=2.50 for T= 12550 logg=1.68\n", + "Changing to logg=5.00 for T= 26671 logg=5.76\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 25689 logg=5.86\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 31822 logg=8.00\n", + "Changing to logg=5.00 for T= 25758 logg=5.91\n", + "Changing to logg=5.00 for T= 24130 logg=5.67\n", + "Changing to logg=5.00 for T= 25760 logg=6.22\n", + "Changing to logg=5.00 for T= 29214 logg=8.00\n", + "Changing to logg=5.00 for T= 21696 logg=5.45\n", + "Changing to logg=4.00 for T= 33537 logg=3.83\n", + "Changing to logg=0.50 for T= 6013 logg=0.28\n", + "Changing to logg=5.00 for T= 22770 logg=5.66\n", + "Changing to logg=5.00 for T= 26947 logg=5.77\n", + "Changing to T= 2300 for T= 1558 logg=4.44\n", + "Changing to logg=5.00 for T= 25274 logg=6.09\n", + "Changing to logg=5.00 for T= 26207 logg=6.22\n", + "Changing to logg=5.00 for T= 40090 logg=6.12\n", + "Changing to T= 2300 for T= 2077 logg=4.44\n", + "Changing to T= 2300 for T= 2077 logg=4.44\n", + "Changing to logg=5.00 for T= 30164 logg=5.87\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to T= 2300 for T= 1558 logg=4.44\n", + "Changing to T= 2300 for T= 1558 logg=4.44\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to T= 2300 for T= 2000 logg=5.39\n", + "Changing to T= 2300 for T= 2000 logg=5.39\n", + "Changing to logg=5.00 for T= 25138 logg=5.98\n", + "Changing to logg=5.00 for T= 25111 logg=5.99\n", + "Changing to logg=5.00 for T= 24937 logg=6.13\n", + "Changing to T= 2300 for T= 2000 logg=5.39\n", + "Changing to logg=5.00 for T= 27088 logg=5.79\n", + "Changing to logg=5.00 for T= 28191 logg=6.01\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to T= 2300 for T= 2077 logg=4.44\n", + "Changing to logg=5.00 for T= 25344 logg=6.12\n", + "Changing to logg=5.00 for T= 26789 logg=5.84\n", + "Changing to T= 2300 for T= 2000 logg=5.39\n", + "Changing to logg=5.00 for T= 28409 logg=6.41\n", + "Changing to T= 2300 for T= 2000 logg=5.39\n", + "Changing to T= 2300 for T= 2077 logg=4.44\n", + "Changing to logg=5.00 for T= 28694 logg=6.11\n", + "Changing to logg=5.00 for T= 27485 logg=6.04\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to logg=5.00 for T= 25092 logg=6.01\n", + "Changing to logg=5.00 for T= 25489 logg=6.13\n", + "Changing to logg=5.00 for T= 26779 logg=5.84\n", + "Changing to T= 2300 for T= 2077 logg=4.44\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to logg=5.00 for T= 29293 logg=8.01\n", + "Changing to logg=5.00 for T= 26673 logg=5.98\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to T= 2300 for T= 1558 logg=4.44\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to T= 2300 for T= 2077 logg=4.44\n", + "Changing to T= 2300 for T= 1558 logg=4.44\n", + "Changing to T= 2300 for T= 2000 logg=5.39\n", + "Changing to logg=5.00 for T= 26797 logg=5.90\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to T= 2300 for T= 2000 logg=5.39\n", + "Changing to T= 2300 for T= 2000 logg=5.39\n", + "Changing to T= 2300 for T= 2000 logg=5.39\n", + "Changing to logg=5.00 for T= 25251 logg=6.10\n", + "Changing to logg=5.00 for T= 25954 logg=5.83\n", + "Changing to T= 2300 for T= 2077 logg=4.44\n", + "Changing to T= 2300 for T= 1558 logg=4.44\n", + "Changing to logg=5.00 for T= 26972 logg=5.82\n", + "Changing to T= 2300 for T= 1558 logg=4.44\n", + "Changing to T= 2300 for T= 2000 logg=5.39\n", + "Changing to T= 2300 for T= 2077 logg=4.44\n", + "Changing to T= 2300 for T= 2000 logg=5.39\n", + "Changing to T= 2300 for T= 2077 logg=4.44\n", + "Changing to logg=5.00 for T= 25409 logg=6.17\n", + "Changing to T= 2300 for T= 1558 logg=4.44\n", + "Changing to logg=5.00 for T= 26884 logg=5.86\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to logg=5.00 for T= 24975 logg=5.92\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to T= 2300 for T= 1558 logg=4.44\n", + "Changing to T= 2300 for T= 1558 logg=4.44\n", + "Changing to logg=5.00 for T= 24619 logg=6.09\n", + "Changing to T= 2300 for T= 2077 logg=4.44\n", + "Changing to T= 2300 for T= 2077 logg=4.44\n", + "Changing to T= 2300 for T= 2000 logg=5.39\n", + "Changing to T= 2300 for T= 2077 logg=4.44\n", + "Changing to logg=5.00 for T= 26871 logg=5.88\n", + "Changing to T= 2300 for T= 2000 logg=5.39\n", + "Changing to T= 2300 for T= 2077 logg=4.44\n", + "Changing to T= 2300 for T= 2000 logg=5.39\n", + "Changing to T= 2300 for T= 2000 logg=5.39\n", + "Changing to logg=5.00 for T= 25372 logg=6.18\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to T= 2300 for T= 2000 logg=5.39\n", + "Changing to T= 2300 for T= 2000 logg=5.39\n", + "Changing to logg=5.00 for T= 27404 logg=6.06\n", + "Changing to T= 2300 for T= 2077 logg=4.44\n", + "Changing to logg=5.00 for T= 21587 logg=5.69\n", + "Changing to logg=5.00 for T= 26775 logg=5.83\n", + "Changing to logg=5.00 for T= 25196 logg=6.07\n", + "Changing to logg=5.00 for T= 26881 logg=5.88\n", + "Changing to T= 2300 for T= 2077 logg=4.44\n", + "Changing to logg=5.00 for T= 24726 logg=5.82\n", + "Changing to T= 2300 for T= 2077 logg=4.44\n", + "Changing to logg=5.00 for T= 26441 logg=6.20\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to logg=5.00 for T= 25774 logg=5.93\n", + "Changing to logg=5.00 for T= 37599 logg=6.16\n", + "Changing to logg=5.00 for T= 26745 logg=5.84\n", + "Changing to logg=5.00 for T= 29293 logg=8.01\n", + "Changing to logg=5.00 for T= 26685 logg=5.95\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to logg=5.00 for T= 23624 logg=5.81\n", + "Changing to logg=5.00 for T= 25823 logg=5.80\n", + "Changing to T= 2300 for T= 1558 logg=4.44\n", + "Changing to T= 2300 for T= 1558 logg=4.44\n", + "Changing to T= 2300 for T= 2000 logg=5.39\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to T= 2300 for T= 2000 logg=5.39\n", + "Changing to T= 2300 for T= 1558 logg=4.44\n", + "Changing to T= 2300 for T= 2000 logg=5.39\n", + "Changing to logg=5.00 for T= 24353 logg=5.55\n", + "Changing to T= 2300 for T= 1558 logg=4.44\n", + "Changing to T= 2300 for T= 2077 logg=4.44\n", + "Changing to logg=5.00 for T= 23774 logg=5.96\n", + "Changing to T= 2300 for T= 1558 logg=4.44\n", + "Changing to T= 2300 for T= 1558 logg=4.44\n", + "Changing to T= 2300 for T= 1731 logg=4.44\n", + "Changing to logg=2.00 for T= 10370 logg=1.99\n", + "Changing to T= 2300 for T= 1558 logg=4.44\n", + "Changing to logg=5.00 for T= 25498 logg=6.07\n", + "Changing to logg=5.00 for T= 31205 logg=6.22\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to T= 2300 for T= 2077 logg=4.44\n", + "Changing to T= 2300 for T= 1558 logg=4.44\n", + "Changing to logg=5.00 for T= 30086 logg=5.84\n", + "Changing to logg=5.00 for T= 25023 logg=5.94\n", + "Changing to T= 2300 for T= 2000 logg=5.39\n", + "Changing to logg=5.00 for T= 26753 logg=5.85\n", + "Making photometry for isochrone: log(t) = 9.00 AKs = 0.00 dist = 100\n", + " Starting at: 2021-08-13 13:58:03.000974 Usually takes ~5 minutes\n", + "Starting filter: ubv,U Elapsed time: 0.00 seconds\n", + "Starting synthetic photometry\n", + "M = 1.880 Msun T = 5232 K m_ubv_U = 6.23\n", + "M = 4.500 Msun T = 11258 K m_ubv_U = 17.38\n", + "M = 2.500 Msun T = 9748 K m_ubv_U = 17.07\n", + "M = 2.100 Msun T = 9820 K m_ubv_U = 17.28\n", + "M = 1.100 Msun T = 7045 K m_ubv_U = 8.94\n", + "M = 0.251 Msun T = nan K m_ubv_U = nan\n", + "M = 1.400 Msun T = 3090 K m_ubv_U = 23.30\n", + "M = 0.900 Msun T = 6172 K m_ubv_U = 10.16\n", + "M = 2.700 Msun T = 10637 K m_ubv_U = 17.42\n", + "M = 2.100 Msun T = 26557 K m_ubv_U = 9.08\n", + "M = 1.900 Msun T = 5224 K m_ubv_U = 5.97\n", + "M = 1.700 Msun T = 9348 K m_ubv_U = 6.42\n", + "M = 0.501 Msun T = 3090 K m_ubv_U = 23.19\n", + "M = 0.794 Msun T = nan K m_ubv_U = nan\n", + "M = 0.631 Msun T = nan K m_ubv_U = nan\n", + "M = 2.500 Msun T = 9747 K m_ubv_U = 17.07\n", + "M = 1.800 Msun T = 8946 K m_ubv_U = 6.02\n", + "M = 0.794 Msun T = nan K m_ubv_U = nan\n", + "M = 3.981 Msun T = nan K m_ubv_U = nan\n", + "M = 2.100 Msun T = 26654 K m_ubv_U = 8.97\n", + "M = 2.000 Msun T = 31822 K m_ubv_U = 13.65\n", + "M = 1.700 Msun T = 9348 K m_ubv_U = 6.42\n", + "M = 3.500 Msun T = 7901 K m_ubv_U = 17.98\n", + "M = 0.631 Msun T = nan K m_ubv_U = nan\n", + "M = 2.100 Msun T = 9820 K m_ubv_U = 17.28\n", + "M = 3.500 Msun T = 7821 K m_ubv_U = 18.01\n", + "M = 1.900 Msun T = 5223 K m_ubv_U = 5.97\n", + "M = 3.200 Msun T = 9358 K m_ubv_U = 17.59\n", + "M = 3.000 Msun T = 9943 K m_ubv_U = 17.26\n", + "M = 3.000 Msun T = 9944 K m_ubv_U = 17.26\n", + "M = 2.000 Msun T = 31822 K m_ubv_U = 13.65\n", + "M = 3.162 Msun T = nan K m_ubv_U = nan\n", + "M = 0.398 Msun T = nan K m_ubv_U = nan\n", + "M = 1.100 Msun T = 7042 K m_ubv_U = 8.94\n", + "M = 1.300 Msun T = 8321 K m_ubv_U = 7.98\n", + "M = 3.200 Msun T = 9357 K m_ubv_U = 17.59\n", + "M = 1.300 Msun T = 8321 K m_ubv_U = 7.97\n", + "M = 0.398 Msun T = nan K m_ubv_U = nan\n", + "M = 2.300 Msun T = 10874 K m_ubv_U = 16.46\n", + "M = 0.900 Msun T = 6172 K m_ubv_U = 10.16\n", + "M = 0.501 Msun T = nan K m_ubv_U = nan\n", + "M = 3.000 Msun T = 12382 K m_ubv_U = 16.51\n", + "M = 3.200 Msun T = 9943 K m_ubv_U = 17.50\n", + "M = 1.800 Msun T = 9701 K m_ubv_U = 17.53\n", + "M = 2.700 Msun T = 9885 K m_ubv_U = 17.27\n", + "M = 0.900 Msun T = 6174 K m_ubv_U = 10.16\n", + "M = 1.400 Msun T = nan K m_ubv_U = nan\n", + "M = 2.700 Msun T = 9885 K m_ubv_U = 17.27\n", + "M = 3.200 Msun T = 9357 K m_ubv_U = 17.59\n", + "M = 1.600 Msun T = 9941 K m_ubv_U = 17.26\n", + "M = 1.250 Msun T = 7745 K m_ubv_U = 8.47\n", + "M = 0.420 Msun T = nan K m_ubv_U = nan\n", + "M = 0.880 Msun T = 5078 K m_ubv_U = 11.67\n", + "M = 1.300 Msun T = 8310 K m_ubv_U = 8.03\n", + "M = 2.000 Msun T = 4717 K m_ubv_U = 3.95\n", + "M = 0.720 Msun T = 4155 K m_ubv_U = 14.28\n", + "M = 0.810 Msun T = nan K m_ubv_U = nan\n", + "M = 1.470 Msun T = 8608 K m_ubv_U = 7.46\n", + "M = 0.380 Msun T = 3862 K m_ubv_U = 17.08\n", + "M = 0.170 Msun T = 3596 K m_ubv_U = 19.41\n", + "M = 2.000 Msun T = 25344 K m_ubv_U = 10.28\n", + "M = 1.500 Msun T = 9188 K m_ubv_U = 7.19\n", + "M = 1.500 Msun T = 9188 K m_ubv_U = 7.19\n", + "M = 2.250 Msun T = 10601 K m_ubv_U = 5.33\n", + "M = 1.440 Msun T = 9220 K m_ubv_U = 7.59\n", + "M = 1.100 Msun T = 7051 K m_ubv_U = 8.92\n", + "M = 7.000 Msun T = 11382 K m_ubv_U = 16.85\n", + "M = 1.050 Msun T = 6395 K m_ubv_U = 9.39\n", + "M = 0.600 Msun T = 4605 K m_ubv_U = 14.04\n", + "M = 0.170 Msun T = 3596 K m_ubv_U = 19.41\n", + "M = 3.150 Msun T = 11242 K m_ubv_U = 3.83\n", + "M = 1.900 Msun T = 5230 K m_ubv_U = 6.09\n", + "M = 0.420 Msun T = nan K m_ubv_U = nan\n", + "M = 0.350 Msun T = 3818 K m_ubv_U = 17.37\n", + "M = 1.140 Msun T = 7217 K m_ubv_U = 8.86\n", + "M = 2.880 Msun T = 13396 K m_ubv_U = 4.54\n", + "M = 1.800 Msun T = 11016 K m_ubv_U = 6.86\n", + "M = 1.500 Msun T = 9315 K m_ubv_U = 7.66\n", + "M = 1.600 Msun T = 10052 K m_ubv_U = 7.00\n", + "M = 5.000 Msun T = 7711 K m_ubv_U = 18.05\n", + "M = 1.100 Msun T = 7051 K m_ubv_U = 8.92\n", + "M = 0.220 Msun T = 3700 K m_ubv_U = 18.55\n", + "M = 0.390 Msun T = 3880 K m_ubv_U = 16.98\n", + "M = 2.880 Msun T = 13407 K m_ubv_U = 4.54\n", + "M = 1.170 Msun T = 7419 K m_ubv_U = 8.69\n", + "M = 1.500 Msun T = 9148 K m_ubv_U = 7.19\n", + "M = 1.380 Msun T = 8679 K m_ubv_U = 7.93\n", + "M = 0.270 Msun T = 1558 K m_ubv_U = 24.92\n", + "M = 1.900 Msun T = 5230 K m_ubv_U = 6.09\n", + "M = 1.800 Msun T = 9333 K m_ubv_U = 6.17\n", + "M = 0.320 Msun T = nan K m_ubv_U = nan\n", + "M = 0.900 Msun T = nan K m_ubv_U = nan\n", + "M = 0.270 Msun T = nan K m_ubv_U = nan\n", + "M = 0.180 Msun T = 3624 K m_ubv_U = 19.18\n", + "M = 3.500 Msun T = 9499 K m_ubv_U = 17.56\n", + "M = 0.270 Msun T = nan K m_ubv_U = nan\n", + "M = 2.560 Msun T = 13752 K m_ubv_U = 5.32\n", + "M = 1.440 Msun T = nan K m_ubv_U = nan\n", + "Starting filter: ubv,V Elapsed time: 21.00 seconds\n", + "Starting synthetic photometry\n", + "M = 1.880 Msun T = 5232 K m_ubv_V = 5.41\n", + "M = 4.500 Msun T = 11258 K m_ubv_V = 18.07\n", + "M = 2.500 Msun T = 9748 K m_ubv_V = 17.58\n", + "M = 2.100 Msun T = 9820 K m_ubv_V = 17.80\n", + "M = 1.100 Msun T = 7045 K m_ubv_V = 8.77\n", + "M = 0.251 Msun T = nan K m_ubv_V = nan\n", + "M = 1.400 Msun T = 3090 K m_ubv_V = 19.52\n", + "M = 0.900 Msun T = 6172 K m_ubv_V = 9.89\n", + "M = 2.700 Msun T = 10637 K m_ubv_V = 18.04\n", + "M = 2.100 Msun T = 26557 K m_ubv_V = 10.22\n", + "M = 1.900 Msun T = 5224 K m_ubv_V = 5.14\n", + "M = 1.700 Msun T = 9348 K m_ubv_V = 6.37\n", + "M = 0.501 Msun T = 3090 K m_ubv_V = 19.52\n", + "M = 0.794 Msun T = nan K m_ubv_V = nan\n", + "M = 0.631 Msun T = nan K m_ubv_V = nan\n", + "M = 2.500 Msun T = 9747 K m_ubv_V = 17.58\n", + "M = 1.800 Msun T = 8946 K m_ubv_V = 5.91\n", + "M = 0.794 Msun T = nan K m_ubv_V = nan\n", + "M = 3.981 Msun T = nan K m_ubv_V = nan\n", + "M = 2.100 Msun T = 26654 K m_ubv_V = 10.11\n", + "M = 2.000 Msun T = 31822 K m_ubv_V = 14.93\n", + "M = 1.700 Msun T = 9348 K m_ubv_V = 6.37\n", + "M = 3.500 Msun T = 7901 K m_ubv_V = 18.18\n", + "M = 0.631 Msun T = nan K m_ubv_V = nan\n", + "M = 2.100 Msun T = 9820 K m_ubv_V = 17.80\n", + "M = 3.500 Msun T = 7821 K m_ubv_V = 18.19\n", + "M = 1.900 Msun T = 5223 K m_ubv_V = 5.14\n", + "M = 3.200 Msun T = 9358 K m_ubv_V = 18.05\n", + "M = 3.000 Msun T = 9943 K m_ubv_V = 17.80\n", + "M = 3.000 Msun T = 9944 K m_ubv_V = 17.80\n", + "M = 2.000 Msun T = 31822 K m_ubv_V = 14.93\n", + "M = 3.162 Msun T = nan K m_ubv_V = nan\n", + "M = 0.398 Msun T = nan K m_ubv_V = nan\n", + "M = 1.100 Msun T = 7042 K m_ubv_V = 8.77\n", + "M = 1.300 Msun T = 8321 K m_ubv_V = 7.81\n", + "M = 3.200 Msun T = 9357 K m_ubv_V = 18.05\n", + "M = 1.300 Msun T = 8321 K m_ubv_V = 7.80\n", + "M = 0.398 Msun T = nan K m_ubv_V = nan\n", + "M = 2.300 Msun T = 10874 K m_ubv_V = 17.11\n", + "M = 0.900 Msun T = 6172 K m_ubv_V = 9.89\n", + "M = 0.501 Msun T = nan K m_ubv_V = nan\n", + "M = 3.000 Msun T = 12382 K m_ubv_V = 17.30\n", + "M = 3.200 Msun T = 9943 K m_ubv_V = 18.04\n", + "M = 1.800 Msun T = 9701 K m_ubv_V = 18.04\n", + "M = 2.700 Msun T = 9885 K m_ubv_V = 17.80\n", + "M = 0.900 Msun T = 6174 K m_ubv_V = 9.88\n", + "M = 1.400 Msun T = nan K m_ubv_V = nan\n", + "M = 2.700 Msun T = 9885 K m_ubv_V = 17.80\n", + "M = 3.200 Msun T = 9357 K m_ubv_V = 18.05\n", + "M = 1.600 Msun T = 9941 K m_ubv_V = 17.80\n", + "M = 1.250 Msun T = 7745 K m_ubv_V = 8.30\n", + "M = 0.420 Msun T = nan K m_ubv_V = nan\n", + "M = 0.880 Msun T = 5078 K m_ubv_V = 10.71\n", + "M = 1.300 Msun T = 8310 K m_ubv_V = 7.86\n", + "M = 2.000 Msun T = 4717 K m_ubv_V = 2.20\n", + "M = 0.720 Msun T = 4155 K m_ubv_V = 12.30\n", + "M = 0.810 Msun T = nan K m_ubv_V = nan\n", + "M = 1.470 Msun T = 8608 K m_ubv_V = 7.31\n", + "M = 0.380 Msun T = 3862 K m_ubv_V = 14.75\n", + "M = 0.170 Msun T = 3596 K m_ubv_V = 16.64\n", + "M = 2.000 Msun T = 25344 K m_ubv_V = 11.38\n", + "M = 1.500 Msun T = 9188 K m_ubv_V = 7.10\n", + "M = 1.500 Msun T = 9188 K m_ubv_V = 7.10\n", + "M = 2.250 Msun T = 10601 K m_ubv_V = 5.51\n", + "M = 1.440 Msun T = 9220 K m_ubv_V = 7.50\n", + "M = 1.100 Msun T = 7051 K m_ubv_V = 8.76\n", + "M = 7.000 Msun T = 11382 K m_ubv_V = 17.55\n", + "M = 1.050 Msun T = 6395 K m_ubv_V = 9.17\n", + "M = 0.600 Msun T = 4605 K m_ubv_V = 12.53\n", + "M = 0.170 Msun T = 3596 K m_ubv_V = 16.64\n", + "M = 3.150 Msun T = 11242 K m_ubv_V = 4.13\n", + "M = 1.900 Msun T = 5230 K m_ubv_V = 5.26\n", + "M = 0.420 Msun T = nan K m_ubv_V = nan\n", + "M = 0.350 Msun T = 3818 K m_ubv_V = 14.98\n", + "M = 1.140 Msun T = 7217 K m_ubv_V = 8.69\n", + "M = 2.880 Msun T = 13396 K m_ubv_V = 5.06\n", + "M = 1.800 Msun T = 11016 K m_ubv_V = 7.06\n", + "M = 1.500 Msun T = 9315 K m_ubv_V = 7.59\n", + "M = 1.600 Msun T = 10052 K m_ubv_V = 7.05\n", + "M = 5.000 Msun T = 7711 K m_ubv_V = 18.21\n", + "M = 1.100 Msun T = 7051 K m_ubv_V = 8.76\n", + "M = 0.220 Msun T = 3700 K m_ubv_V = 15.96\n", + "M = 0.390 Msun T = 3880 K m_ubv_V = 14.67\n", + "M = 2.880 Msun T = 13407 K m_ubv_V = 5.06\n", + "M = 1.170 Msun T = 7419 K m_ubv_V = 8.52\n", + "M = 1.500 Msun T = 9148 K m_ubv_V = 7.10\n", + "M = 1.380 Msun T = 8679 K m_ubv_V = 7.79\n", + "M = 0.270 Msun T = 1558 K m_ubv_V = 19.92\n", + "M = 1.900 Msun T = 5230 K m_ubv_V = 5.26\n", + "M = 1.800 Msun T = 9333 K m_ubv_V = 6.12\n", + "M = 0.320 Msun T = nan K m_ubv_V = nan\n", + "M = 0.900 Msun T = nan K m_ubv_V = nan\n", + "M = 0.270 Msun T = nan K m_ubv_V = nan\n", + "M = 0.180 Msun T = 3624 K m_ubv_V = 16.46\n", + "M = 3.500 Msun T = 9499 K m_ubv_V = 18.04\n", + "M = 0.270 Msun T = nan K m_ubv_V = nan\n", + "M = 2.560 Msun T = 13752 K m_ubv_V = 5.86\n", + "M = 1.440 Msun T = nan K m_ubv_V = nan\n", + "Starting filter: ubv,B Elapsed time: 41.44 seconds\n", + "Starting synthetic photometry\n", + "M = 1.880 Msun T = 5232 K m_ubv_B = 6.17\n", + "M = 4.500 Msun T = 11258 K m_ubv_B = 18.15\n", + "M = 2.500 Msun T = 9748 K m_ubv_B = 17.76\n", + "M = 2.100 Msun T = 9820 K m_ubv_B = 17.97\n", + "M = 1.100 Msun T = 7045 K m_ubv_B = 9.09\n", + "M = 0.251 Msun T = nan K m_ubv_B = nan\n", + "M = 1.400 Msun T = 3090 K m_ubv_B = 21.44\n", + "M = 0.900 Msun T = 6172 K m_ubv_B = 10.38\n", + "M = 2.700 Msun T = 10637 K m_ubv_B = 18.17\n", + "M = 2.100 Msun T = 26557 K m_ubv_B = 9.99\n", + "M = 1.900 Msun T = 5224 K m_ubv_B = 5.90\n", + "M = 1.700 Msun T = 9348 K m_ubv_B = 6.39\n", + "M = 0.501 Msun T = 3090 K m_ubv_B = 21.42\n", + "M = 0.794 Msun T = nan K m_ubv_B = nan\n", + "M = 0.631 Msun T = nan K m_ubv_B = nan\n", + "M = 2.500 Msun T = 9747 K m_ubv_B = 17.76\n", + "M = 1.800 Msun T = 8946 K m_ubv_B = 5.95\n", + "M = 0.794 Msun T = nan K m_ubv_B = nan\n", + "M = 3.981 Msun T = nan K m_ubv_B = nan\n", + "M = 2.100 Msun T = 26654 K m_ubv_B = 9.87\n", + "M = 2.000 Msun T = 31822 K m_ubv_B = 14.66\n", + "M = 1.700 Msun T = 9348 K m_ubv_B = 6.39\n", + "M = 3.500 Msun T = 7901 K m_ubv_B = 18.52\n", + "M = 0.631 Msun T = nan K m_ubv_B = nan\n", + "M = 2.100 Msun T = 9820 K m_ubv_B = 17.97\n", + "M = 3.500 Msun T = 7821 K m_ubv_B = 18.54\n", + "M = 1.900 Msun T = 5223 K m_ubv_B = 5.90\n", + "M = 3.200 Msun T = 9358 K m_ubv_B = 18.25\n", + "M = 3.000 Msun T = 9943 K m_ubv_B = 17.96\n", + "M = 3.000 Msun T = 9944 K m_ubv_B = 17.96\n", + "M = 2.000 Msun T = 31822 K m_ubv_B = 14.66\n", + "M = 3.162 Msun T = nan K m_ubv_B = nan\n", + "M = 0.398 Msun T = nan K m_ubv_B = nan\n", + "M = 1.100 Msun T = 7042 K m_ubv_B = 9.10\n", + "M = 1.300 Msun T = 8321 K m_ubv_B = 7.96\n", + "M = 3.200 Msun T = 9357 K m_ubv_B = 18.25\n", + "M = 1.300 Msun T = 8321 K m_ubv_B = 7.96\n", + "M = 0.398 Msun T = nan K m_ubv_B = nan\n", + "M = 2.300 Msun T = 10874 K m_ubv_B = 17.22\n", + "M = 0.900 Msun T = 6172 K m_ubv_B = 10.38\n", + "M = 0.501 Msun T = nan K m_ubv_B = nan\n", + "M = 3.000 Msun T = 12382 K m_ubv_B = 17.34\n", + "M = 3.200 Msun T = 9943 K m_ubv_B = 18.20\n", + "M = 1.800 Msun T = 9701 K m_ubv_B = 18.22\n", + "M = 2.700 Msun T = 9885 K m_ubv_B = 17.97\n", + "M = 0.900 Msun T = 6174 K m_ubv_B = 10.37\n", + "M = 1.400 Msun T = nan K m_ubv_B = nan\n", + "M = 2.700 Msun T = 9885 K m_ubv_B = 17.97\n", + "M = 3.200 Msun T = 9357 K m_ubv_B = 18.25\n", + "M = 1.600 Msun T = 9941 K m_ubv_B = 17.96\n", + "M = 1.250 Msun T = 7745 K m_ubv_B = 8.54\n", + "M = 0.420 Msun T = nan K m_ubv_B = nan\n", + "M = 0.880 Msun T = 5078 K m_ubv_B = 11.53\n", + "M = 1.300 Msun T = 8310 K m_ubv_B = 8.02\n", + "M = 2.000 Msun T = 4717 K m_ubv_B = 3.29\n", + "M = 0.720 Msun T = 4155 K m_ubv_B = 13.52\n", + "M = 0.810 Msun T = nan K m_ubv_B = nan\n", + "M = 1.470 Msun T = 8608 K m_ubv_B = 7.44\n", + "M = 0.380 Msun T = 3862 K m_ubv_B = 16.16\n", + "M = 0.170 Msun T = 3596 K m_ubv_B = 18.23\n", + "M = 2.000 Msun T = 25344 K m_ubv_B = 11.15\n", + "M = 1.500 Msun T = 9188 K m_ubv_B = 7.15\n", + "M = 1.500 Msun T = 9188 K m_ubv_B = 7.15\n", + "M = 2.250 Msun T = 10601 K m_ubv_B = 5.46\n", + "M = 1.440 Msun T = 9220 K m_ubv_B = 7.56\n", + "M = 1.100 Msun T = 7051 K m_ubv_B = 9.08\n", + "M = 7.000 Msun T = 11382 K m_ubv_B = 17.63\n", + "M = 1.050 Msun T = 6395 K m_ubv_B = 9.61\n", + "M = 0.600 Msun T = 4605 K m_ubv_B = 13.52\n", + "M = 0.170 Msun T = 3596 K m_ubv_B = 18.23\n", + "M = 3.150 Msun T = 11242 K m_ubv_B = 4.05\n", + "M = 1.900 Msun T = 5230 K m_ubv_B = 6.03\n", + "M = 0.420 Msun T = nan K m_ubv_B = nan\n", + "M = 0.350 Msun T = 3818 K m_ubv_B = 16.41\n", + "M = 1.140 Msun T = 7217 K m_ubv_B = 8.99\n", + "M = 2.880 Msun T = 13396 K m_ubv_B = 4.95\n", + "M = 1.800 Msun T = 11016 K m_ubv_B = 7.02\n", + "M = 1.500 Msun T = 9315 K m_ubv_B = 7.65\n", + "M = 1.600 Msun T = 10052 K m_ubv_B = 7.05\n", + "M = 5.000 Msun T = 7711 K m_ubv_B = 18.57\n", + "M = 1.100 Msun T = 7051 K m_ubv_B = 9.08\n", + "M = 0.220 Msun T = 3700 K m_ubv_B = 17.48\n", + "M = 0.390 Msun T = 3880 K m_ubv_B = 16.07\n", + "M = 2.880 Msun T = 13407 K m_ubv_B = 4.95\n", + "M = 1.170 Msun T = 7419 K m_ubv_B = 8.79\n", + "M = 1.500 Msun T = 9148 K m_ubv_B = 7.16\n", + "M = 1.380 Msun T = 8679 K m_ubv_B = 7.90\n", + "M = 0.270 Msun T = 1558 K m_ubv_B = 22.19\n", + "M = 1.900 Msun T = 5230 K m_ubv_B = 6.03\n", + "M = 1.800 Msun T = 9333 K m_ubv_B = 6.15\n", + "M = 0.320 Msun T = nan K m_ubv_B = nan\n", + "M = 0.900 Msun T = nan K m_ubv_B = nan\n", + "M = 0.270 Msun T = nan K m_ubv_B = nan\n", + "M = 0.180 Msun T = 3624 K m_ubv_B = 18.03\n", + "M = 3.500 Msun T = 9499 K m_ubv_B = 18.24\n", + "M = 0.270 Msun T = nan K m_ubv_B = nan\n", + "M = 2.560 Msun T = 13752 K m_ubv_B = 5.75\n", + "M = 1.440 Msun T = nan K m_ubv_B = nan\n", + "Starting filter: ubv,R Elapsed time: 61.33 seconds\n", + "Starting synthetic photometry\n", + "M = 1.880 Msun T = 5232 K m_ubv_R = 5.02\n", + "M = 4.500 Msun T = 11258 K m_ubv_R = 17.99\n", + "M = 2.500 Msun T = 9748 K m_ubv_R = 17.46\n", + "M = 2.100 Msun T = 9820 K m_ubv_R = 17.68\n", + "M = 1.100 Msun T = 7045 K m_ubv_R = 8.58\n", + "M = 0.251 Msun T = nan K m_ubv_R = nan\n", + "M = 1.400 Msun T = 3090 K m_ubv_R = 18.49\n", + "M = 0.900 Msun T = 6172 K m_ubv_R = 9.61\n", + "M = 2.700 Msun T = 10637 K m_ubv_R = 17.95\n", + "M = 2.100 Msun T = 26557 K m_ubv_R = 10.32\n", + "M = 1.900 Msun T = 5224 K m_ubv_R = 4.75\n", + "M = 1.700 Msun T = 9348 K m_ubv_R = 6.36\n", + "M = 0.501 Msun T = 3090 K m_ubv_R = 18.50\n", + "M = 0.794 Msun T = nan K m_ubv_R = nan\n", + "M = 0.631 Msun T = nan K m_ubv_R = nan\n", + "M = 2.500 Msun T = 9747 K m_ubv_R = 17.46\n", + "M = 1.800 Msun T = 8946 K m_ubv_R = 5.89\n", + "M = 0.794 Msun T = nan K m_ubv_R = nan\n", + "M = 3.981 Msun T = nan K m_ubv_R = nan\n", + "M = 2.100 Msun T = 26654 K m_ubv_R = 10.21\n", + "M = 2.000 Msun T = 31822 K m_ubv_R = 15.05\n", + "M = 1.700 Msun T = 9348 K m_ubv_R = 6.36\n", + "M = 3.500 Msun T = 7901 K m_ubv_R = 17.97\n", + "M = 0.631 Msun T = nan K m_ubv_R = nan\n", + "M = 2.100 Msun T = 9820 K m_ubv_R = 17.68\n", + "M = 3.500 Msun T = 7821 K m_ubv_R = 17.98\n", + "M = 1.900 Msun T = 5223 K m_ubv_R = 4.75\n", + "M = 3.200 Msun T = 9358 K m_ubv_R = 17.91\n", + "M = 3.000 Msun T = 9943 K m_ubv_R = 17.68\n", + "M = 3.000 Msun T = 9944 K m_ubv_R = 17.68\n", + "M = 2.000 Msun T = 31822 K m_ubv_R = 15.05\n", + "M = 3.162 Msun T = nan K m_ubv_R = nan\n", + "M = 0.398 Msun T = nan K m_ubv_R = nan\n", + "M = 1.100 Msun T = 7042 K m_ubv_R = 8.58\n", + "M = 1.300 Msun T = 8321 K m_ubv_R = 7.74\n", + "M = 3.200 Msun T = 9357 K m_ubv_R = 17.91\n", + "M = 1.300 Msun T = 8321 K m_ubv_R = 7.73\n", + "M = 0.398 Msun T = nan K m_ubv_R = nan\n", + "M = 2.300 Msun T = 10874 K m_ubv_R = 17.02\n", + "M = 0.900 Msun T = 6172 K m_ubv_R = 9.61\n", + "M = 0.501 Msun T = nan K m_ubv_R = nan\n", + "M = 3.000 Msun T = 12382 K m_ubv_R = 17.25\n", + "M = 3.200 Msun T = 9943 K m_ubv_R = 17.92\n", + "M = 1.800 Msun T = 9701 K m_ubv_R = 17.91\n", + "M = 2.700 Msun T = 9885 K m_ubv_R = 17.68\n", + "M = 0.900 Msun T = 6174 K m_ubv_R = 9.60\n", + "M = 1.400 Msun T = nan K m_ubv_R = nan\n", + "M = 2.700 Msun T = 9885 K m_ubv_R = 17.68\n", + "M = 3.200 Msun T = 9357 K m_ubv_R = 17.91\n", + "M = 1.600 Msun T = 9941 K m_ubv_R = 17.68\n", + "M = 1.250 Msun T = 7745 K m_ubv_R = 8.18\n", + "M = 0.420 Msun T = nan K m_ubv_R = nan\n", + "M = 0.880 Msun T = 5078 K m_ubv_R = 10.28\n", + "M = 1.300 Msun T = 8310 K m_ubv_R = 7.79\n", + "M = 2.000 Msun T = 4717 K m_ubv_R = 1.69\n", + "M = 0.720 Msun T = 4155 K m_ubv_R = 11.62\n", + "M = 0.810 Msun T = nan K m_ubv_R = nan\n", + "M = 1.470 Msun T = 8608 K m_ubv_R = 7.26\n", + "M = 0.380 Msun T = 3862 K m_ubv_R = 13.97\n", + "M = 0.170 Msun T = 3596 K m_ubv_R = 15.78\n", + "M = 2.000 Msun T = 25344 K m_ubv_R = 11.48\n", + "M = 1.500 Msun T = 9188 K m_ubv_R = 7.08\n", + "M = 1.500 Msun T = 9188 K m_ubv_R = 7.08\n", + "M = 2.250 Msun T = 10601 K m_ubv_R = 5.52\n", + "M = 1.440 Msun T = 9220 K m_ubv_R = 7.48\n", + "M = 1.100 Msun T = 7051 K m_ubv_R = 8.56\n", + "M = 7.000 Msun T = 11382 K m_ubv_R = 17.47\n", + "M = 1.050 Msun T = 6395 K m_ubv_R = 8.91\n", + "M = 0.600 Msun T = 4605 K m_ubv_R = 11.98\n", + "M = 0.170 Msun T = 3596 K m_ubv_R = 15.78\n", + "M = 3.150 Msun T = 11242 K m_ubv_R = 4.15\n", + "M = 1.900 Msun T = 5230 K m_ubv_R = 4.87\n", + "M = 0.420 Msun T = nan K m_ubv_R = nan\n", + "M = 0.350 Msun T = 3818 K m_ubv_R = 14.19\n", + "M = 1.140 Msun T = 7217 K m_ubv_R = 8.52\n", + "M = 2.880 Msun T = 13396 K m_ubv_R = 5.10\n", + "M = 1.800 Msun T = 11016 K m_ubv_R = 7.08\n", + "M = 1.500 Msun T = 9315 K m_ubv_R = 7.57\n", + "M = 1.600 Msun T = 10052 K m_ubv_R = 7.06\n", + "M = 5.000 Msun T = 7711 K m_ubv_R = 17.99\n", + "M = 1.100 Msun T = 7051 K m_ubv_R = 8.56\n", + "M = 0.220 Msun T = 3700 K m_ubv_R = 15.13\n", + "M = 0.390 Msun T = 3880 K m_ubv_R = 13.90\n", + "M = 2.880 Msun T = 13407 K m_ubv_R = 5.10\n", + "M = 1.170 Msun T = 7419 K m_ubv_R = 8.37\n", + "M = 1.500 Msun T = 9148 K m_ubv_R = 7.09\n", + "M = 1.380 Msun T = 8679 K m_ubv_R = 7.74\n", + "M = 0.270 Msun T = 1558 K m_ubv_R = 18.03\n", + "M = 1.900 Msun T = 5230 K m_ubv_R = 4.87\n", + "M = 1.800 Msun T = 9333 K m_ubv_R = 6.12\n", + "M = 0.320 Msun T = nan K m_ubv_R = nan\n", + "M = 0.900 Msun T = nan K m_ubv_R = nan\n", + "M = 0.270 Msun T = nan K m_ubv_R = nan\n", + "M = 0.180 Msun T = 3624 K m_ubv_R = 15.62\n", + "M = 3.500 Msun T = 9499 K m_ubv_R = 17.91\n", + "M = 0.270 Msun T = nan K m_ubv_R = nan\n", + "M = 2.560 Msun T = 13752 K m_ubv_R = 5.90\n", + "M = 1.440 Msun T = nan K m_ubv_R = nan\n", + "Starting filter: ubv,I Elapsed time: 81.37 seconds\n", + "Starting synthetic photometry\n", + "M = 1.880 Msun T = 5232 K m_ubv_I = 4.47\n", + "M = 4.500 Msun T = 11258 K m_ubv_I = 17.96\n", + "M = 2.500 Msun T = 9748 K m_ubv_I = 17.36\n", + "M = 2.100 Msun T = 9820 K m_ubv_I = 17.59\n", + "M = 1.100 Msun T = 7045 K m_ubv_I = 8.32\n", + "M = 0.251 Msun T = nan K m_ubv_I = nan\n", + "M = 1.400 Msun T = 3090 K m_ubv_I = 16.79\n", + "M = 0.900 Msun T = 6172 K m_ubv_I = 9.23\n", + "M = 2.700 Msun T = 10637 K m_ubv_I = 17.90\n", + "M = 2.100 Msun T = 26557 K m_ubv_I = 10.56\n", + "M = 1.900 Msun T = 5224 K m_ubv_I = 4.21\n", + "M = 1.700 Msun T = 9348 K m_ubv_I = 6.35\n", + "M = 0.501 Msun T = 3090 K m_ubv_I = 16.80\n", + "M = 0.794 Msun T = nan K m_ubv_I = nan\n", + "M = 0.631 Msun T = nan K m_ubv_I = nan\n", + "M = 2.500 Msun T = 9747 K m_ubv_I = 17.36\n", + "M = 1.800 Msun T = 8946 K m_ubv_I = 5.85\n", + "M = 0.794 Msun T = nan K m_ubv_I = nan\n", + "M = 3.981 Msun T = nan K m_ubv_I = nan\n", + "M = 2.100 Msun T = 26654 K m_ubv_I = 10.45\n", + "M = 2.000 Msun T = 31822 K m_ubv_I = 15.32\n", + "M = 1.700 Msun T = 9348 K m_ubv_I = 6.35\n", + "M = 3.500 Msun T = 7901 K m_ubv_I = 17.75\n", + "M = 0.631 Msun T = nan K m_ubv_I = nan\n", + "M = 2.100 Msun T = 9820 K m_ubv_I = 17.59\n", + "M = 3.500 Msun T = 7821 K m_ubv_I = 17.75\n", + "M = 1.900 Msun T = 5223 K m_ubv_I = 4.20\n", + "M = 3.200 Msun T = 9358 K m_ubv_I = 17.79\n", + "M = 3.000 Msun T = 9943 K m_ubv_I = 17.59\n", + "M = 3.000 Msun T = 9944 K m_ubv_I = 17.59\n", + "M = 2.000 Msun T = 31822 K m_ubv_I = 15.32\n", + "M = 3.162 Msun T = nan K m_ubv_I = nan\n", + "M = 0.398 Msun T = nan K m_ubv_I = nan\n", + "M = 1.100 Msun T = 7042 K m_ubv_I = 8.33\n", + "M = 1.300 Msun T = 8321 K m_ubv_I = 7.64\n", + "M = 3.200 Msun T = 9357 K m_ubv_I = 17.79\n", + "M = 1.300 Msun T = 8321 K m_ubv_I = 7.64\n", + "M = 0.398 Msun T = nan K m_ubv_I = nan\n", + "M = 2.300 Msun T = 10874 K m_ubv_I = 16.98\n", + "M = 0.900 Msun T = 6172 K m_ubv_I = 9.23\n", + "M = 0.501 Msun T = nan K m_ubv_I = nan\n", + "M = 3.000 Msun T = 12382 K m_ubv_I = 17.26\n", + "M = 3.200 Msun T = 9943 K m_ubv_I = 17.83\n", + "M = 1.800 Msun T = 9701 K m_ubv_I = 17.81\n", + "M = 2.700 Msun T = 9885 K m_ubv_I = 17.59\n", + "M = 0.900 Msun T = 6174 K m_ubv_I = 9.22\n", + "M = 1.400 Msun T = nan K m_ubv_I = nan\n", + "M = 2.700 Msun T = 9885 K m_ubv_I = 17.59\n", + "M = 3.200 Msun T = 9357 K m_ubv_I = 17.79\n", + "M = 1.600 Msun T = 9941 K m_ubv_I = 17.59\n", + "M = 1.250 Msun T = 7745 K m_ubv_I = 8.02\n", + "M = 0.420 Msun T = nan K m_ubv_I = nan\n", + "M = 0.880 Msun T = 5078 K m_ubv_I = 9.71\n", + "M = 1.300 Msun T = 8310 K m_ubv_I = 7.70\n", + "M = 2.000 Msun T = 4717 K m_ubv_I = 1.01\n", + "M = 0.720 Msun T = 4155 K m_ubv_I = 10.76\n", + "M = 0.810 Msun T = nan K m_ubv_I = nan\n", + "M = 1.470 Msun T = 8608 K m_ubv_I = 7.20\n", + "M = 0.380 Msun T = 3862 K m_ubv_I = 12.97\n", + "M = 0.170 Msun T = 3596 K m_ubv_I = 14.59\n", + "M = 2.000 Msun T = 25344 K m_ubv_I = 11.70\n", + "M = 1.500 Msun T = 9188 K m_ubv_I = 7.06\n", + "M = 1.500 Msun T = 9188 K m_ubv_I = 7.06\n", + "M = 2.250 Msun T = 10601 K m_ubv_I = 5.55\n", + "M = 1.440 Msun T = 9220 K m_ubv_I = 7.46\n", + "M = 1.100 Msun T = 7051 K m_ubv_I = 8.31\n", + "M = 7.000 Msun T = 11382 K m_ubv_I = 17.45\n", + "M = 1.050 Msun T = 6395 K m_ubv_I = 8.57\n", + "M = 0.600 Msun T = 4605 K m_ubv_I = 11.29\n", + "M = 0.170 Msun T = 3596 K m_ubv_I = 14.59\n", + "M = 3.150 Msun T = 11242 K m_ubv_I = 4.20\n", + "M = 1.900 Msun T = 5230 K m_ubv_I = 4.33\n", + "M = 0.420 Msun T = nan K m_ubv_I = nan\n", + "M = 0.350 Msun T = 3818 K m_ubv_I = 13.15\n", + "M = 1.140 Msun T = 7217 K m_ubv_I = 8.29\n", + "M = 2.880 Msun T = 13396 K m_ubv_I = 5.19\n", + "M = 1.800 Msun T = 11016 K m_ubv_I = 7.13\n", + "M = 1.500 Msun T = 9315 K m_ubv_I = 7.56\n", + "M = 1.600 Msun T = 10052 K m_ubv_I = 7.08\n", + "M = 5.000 Msun T = 7711 K m_ubv_I = 17.75\n", + "M = 1.100 Msun T = 7051 K m_ubv_I = 8.31\n", + "M = 0.220 Msun T = 3700 K m_ubv_I = 14.02\n", + "M = 0.390 Msun T = 3880 K m_ubv_I = 12.90\n", + "M = 2.880 Msun T = 13407 K m_ubv_I = 5.20\n", + "M = 1.170 Msun T = 7419 K m_ubv_I = 8.16\n", + "M = 1.500 Msun T = 9148 K m_ubv_I = 7.06\n", + "M = 1.380 Msun T = 8679 K m_ubv_I = 7.68\n", + "M = 0.270 Msun T = 1558 K m_ubv_I = 14.72\n", + "M = 1.900 Msun T = 5230 K m_ubv_I = 4.33\n", + "M = 1.800 Msun T = 9333 K m_ubv_I = 6.10\n", + "M = 0.320 Msun T = nan K m_ubv_I = nan\n", + "M = 0.900 Msun T = nan K m_ubv_I = nan\n", + "M = 0.270 Msun T = nan K m_ubv_I = nan\n", + "M = 0.180 Msun T = 3624 K m_ubv_I = 14.45\n", + "M = 3.500 Msun T = 9499 K m_ubv_I = 17.80\n", + "M = 0.270 Msun T = nan K m_ubv_I = nan\n", + "M = 2.560 Msun T = 13752 K m_ubv_I = 6.00\n", + "M = 1.440 Msun T = nan K m_ubv_I = nan\n", + " Time taken: 101.39 seconds\n", + "Isochrone generation took 452.867625 s.\n" + ] + } + ], + "source": [ + "import spisea\n", + "from spisea import evolution, synthetic\n", + "import math\n", + "# Check if the evolution class works fine\n", + "iso1=synthetic.Isochrone_Binary(9.0, 0.0, 100,math.log10(1/10), mass_sampling=1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Checking if all phases represented are valid." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import numpy as np\n", + "np.all([(x == 5 or x == 101 or x == -99 or x==102 or x==103) for\n", + " x in iso1.primaries['phase']])" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.all([(x == 5 or x == 101 or x == -99 or x==102 or x==103) for\n", + " x in iso1.singles['phase']])" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.all([(x == 5 or x == 101 or x == -99 or x==102 or x==103) for\n", + " x in iso1.secondaries['phase']])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Find the maximum, mean, and median values of logg (cgs) for primaries, single stars, and secondaries by looking at the singles, primaries, and secondaries attributes (here tables) of the isochorne." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "9.294221355125417" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(iso1.singles['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "9.294221355125417" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(np.nan_to_num(iso1.primaries['logg'], -np.inf))" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "9.294186013434684" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(np.nan_to_num(iso1.secondaries['logg'], -np.inf))" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5.953600902940848" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(iso1.singles['logg'][np.where(~np.isnan(iso1.singles['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "6.685477526206641" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(iso1.primaries['logg'][np.where(~np.isnan(iso1.primaries['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5.292267279955646" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(iso1.secondaries['logg'][np.where(~np.isnan(iso1.secondaries['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.551726078546701" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median(iso1.singles['logg'][np.where(~np.isnan(iso1.singles['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "8.122828084107825" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median(iso1.primaries['logg'][np.where(~np.isnan(iso1.primaries['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.472385193454187" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median([x for x in iso1.secondaries['logg'] if np.isfinite(x)])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This may be due to compact remnant primaries from NEWSECMODS type models. We can look at how high these compact remnants can end up being." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='logg' dtype='float64' unit='' length=4708>\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
8.213122006827358
nan
8.105136371680773
nan
8.422415669754056
nan
4.519790136742458
8.719960966601914
nan
8.521383684299636
4.386091314288897
2.602378942489516
...
nan
8.212785677013233
8.618437333945975
nan
8.387371327860626
8.434066253704396
8.479802314491101
nan
8.49955526901657
8.190389814678273
8.508433710064137
nan
" + ], + "text/plain": [ + "\n", + "8.213122006827358\n", + " nan\n", + "8.105136371680773\n", + " nan\n", + "8.422415669754056\n", + " nan\n", + "4.519790136742458\n", + "8.719960966601914\n", + " nan\n", + "8.521383684299636\n", + "4.386091314288897\n", + "2.602378942489516\n", + " ...\n", + " nan\n", + "8.212785677013233\n", + "8.618437333945975\n", + " nan\n", + "8.387371327860626\n", + "8.434066253704396\n", + "8.479802314491101\n", + " nan\n", + " 8.49955526901657\n", + "8.190389814678273\n", + "8.508433710064137\n", + " nan" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "iso1.primaries['logg']" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'logg in cgs')" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "findfont: Font family ['sans-serif'] not found. Falling back to DejaVu Sans.\n", + "findfont: Generic family 'sans-serif' not found because none of the following families were found: Bitstream Vera Sans\n", + "findfont: Font family ['sans-serif'] not found. Falling back to DejaVu Sans.\n", + "findfont: Generic family 'sans-serif' not found because none of the following families were found: Bitstream Vera Sans\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.title(\"Histogram of logg values (secondaries) of isochrone\")\n", + "plt.hist(np.array([x for x in iso1.secondaries['logg'] if np.isfinite(x)]),\n", + " np.arange(0, 30, 1))\n", + "plt.xlabel(\"logg in cgs\")" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'logg in cgs')" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.title(\"Histogram of logg values (primaries) of isochrone\")\n", + "plt.hist(np.array([x for x in iso1.primaries['logg'] if np.isfinite(x)]),\n", + " np.arange(0, 30, 1))\n", + "plt.xlabel(\"logg in cgs\")" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'logg in cgs')" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgQAAAE0CAYAAABTkCumAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Z1A+gAAAACXBIWXMAAAsTAAALEwEAmpwYAAApxElEQVR4nO3debwcVZnw8d+DBBARkrhLCAFREQYBDb6IKAEFUVl0cBl1UPBVUEcdN5AoKq4oo6OjIw64vOqwqCMgwRWRBAUCCLgMQVGUSBAXMAmbGA087x/nNLfpW33T96Zv9w35fT+f+6nknFNVp+pUVT996lR1ZCaSJGn9tsGwKyBJkobPgECSJBkQSJIkAwJJkoQBgSRJwoBAkiQxgIAgIjIiFk32etQfETEtIt4TEb+KiFW1/Z67hnkWRYTPr65BRCyNiKXDrsdkiog59Zj5wvq07vVZROwXERdHxIq6/7++hvKH1XKHDaaGvYuIebVuxw27LsPQU0BQd9CYF/x6scuImNOXmuEJPiRvAd4F3Ah8BHgP8Iuh1khax0TEcfXaNW/YdZlM9Xp/NrAN8P8o14svD7NOmrgNB7COxwF/GcB61B8HALcD+2bm34ZdGa1zfkc5528ZdkU0EM8ANgHekpmn9TjPWcAlwO8nrVaakEkPCDLTb5frlkcCfzYY0ERk5t+xR2l98sg6vbHXGTLzFgwYp6bMXOMfkKXomGWW1nJzGuZd1JH2QOCdwFXArcBtwK+BrwBPrGWOa6234e+wtmVtALwa+BHlm+0d9d+vATboUteXAlcCdwJ/Av6bcmAv6txOYF5d53HAk4BvAsvbtxXYGzgZuLpuz511294NbNKw/ta2zQNeDFxB6UW5Efh3YONabp9ap1uBFbWeD+qlzdrWtQVwPHAN8Ne6nO8Cz+go94Uu+3ppD+sYtd8G0Ta1/MZ1f/4GWAVcB7y/po869rqs88m17JljlPl5Xf7M+v+NgNcB3wJ+W/OWA+cBzxrjHFnakXbPsdBQfk7N+0JD3qbAfOAndb/eDiwGXtxQNoCXAxcDN9XjYFk9Dl7U43G0xnN2rDq3HV9zgCOB/631+CPl3Nmiy3qfCVxUt3E58HVg+/bl9Xt/rWE/PB44vbblqro/rwQ+Dkxra+fGa1fbch4DfAi4vC5jVT2OTgZmNax3Hmu+Dq2xbj1u4wuBH1A+tO+sbTWfel3qqE/T36hjuWP5h9FxHR9v/enxutYxz37AOZTryirKOXB2+zwd+3mXup9XUq7PFwB7NCz3OEau5y8BLq3H19K2Mo8APlW37W91286k7dxp2j+Uz5ZFlPPt1lqfx3XZvrU+xgdxy+BeIiKA7wB71Mp+FlgNbEXZoT+kfEAuAqYD/wr8lHIhaPlJ27//m9IIy+qyEngecCKwJ+UDpn39RwEnUA6gL1IO+n0pF52xotYnU3b2hcDngQdTGhbgbZSL1MWUBtsEeArlQJkXEc/IzLsalvl64Fl12xZRDtg3ATMj4mzKvbhvUi4SewD/XNf7rDHq2b6t0+t27UD5IP54nf+FwLkR8ZrMPKkW/zrlYH1j/f/H63RlL+vqYlLbph5LZwDPAX4F/CcwjXIi7dhrJTNzcURcAxwQEQ/KzD93rOdJlPY9IzOX1+SZwH9Q2vx7lBP8EcCBwLci4lWZ+dle6zAetV3PB3alXDA/Twm+ngmcFhE7ZuaxbbN8gHLsXgd8lbIvHwHsBryA8qE+1vp6PWd7cUKt5znAuZQL3quA7SgBcPt6XwScRrl4f5XSxdyqw097XN9E9le35TyecrFPYAFlf25e6/5a4Fjg75Rz57nAXpTjeGnD4v6REiwvpBxDf6Mcs68EDoyIuZn5u4b5Gq9D46jbmrbxg3X5N1P2/e2U680HgWdGxL5ZeoGWUsYLzGvYzqbtXdN6e67/OK9rreW/hzI26nbKtW4Z5YtG67p6XkeV5gJHM3K8zwYOAb4fEbtk5jUNm/EWyvXqHEq7blHXvQ2lvR5JOQ5Pp5w7LwCeExGHZOY3GpZ3AHAw8G3gv+r2PhvYLSJ2yMyb27ZvOn04xnuNGFuR33Fj/K2khx4CYKeadlbDejYAZvQS8df8F9f8K4HN2tIfQIm8E3hJW/q2lIPqJmCrtvSojXSvKL4hEj6ySz22BaIh/X11vhd1pB9X02+hLdqjfKtdAtwF/BnYq2PffK/Ot0uP7XZSLX9Se/2AR9d1r2por6X00CvQMc+ihv02iLY5tKb/ANioLX06pdu6px6COs/8Wv51DXmfqnkHdrRV0ze5LSjfopcD91/TvmUCPQSMfDs+uiN9E8oH993tx0g9lm4ANm1Yx4N72Ddrfc621fl6YHZb+oa1/RJ4Ulv6AymB4Spg545lfYiRc3LOONbd0/4aYz98tC7n4Ia8GbT1eo3VrjV/S9q+cbel70c5/z/dkT6PMa5D46nbGNvX6im7Hnh4RxudU/Pe3uvxO8Z6DmN0T+949u24rmt1nyalF3HLhuXPavt3+34+rKPckTX9xC774A5g14blf7fmv6MjfQ9KYP1n7n2NbO2f1cDTO+Y5vsux3J9jvMcGzHH8zWmYd1Hb/1sXl9N6WO8cxg4IWh+Q+zXkPb3mnd+WdmxNe1dD+a1rA2SXE/HHvR7wbfM+qM77+S4H0Psa5nlXzftSQ97La97Le1j3tHqA3kbt5u7IbwUr7+pIX0p/AoJBtM15dZ6nNczz0s5jbw3bMItyIf5RR/pGlBP2j8CGPS7rzU31atq3jDMgqMfU6s56tuXvXOc5oS3tz5RvXKM+gHrcnrU+Zxm5YL2yYZ7D6QjGKN/aRp07NW8zSrBwr+tNv/bXGNvW+tAadUw3lO3arj3M+zPgNx1p8xjjOjSeuo2x3s/UZRzRkPeYen501mvc28nYAcGY9WcC1zVGgpnn9VC31n6+sMu6/w5c3mUffKxhnlk177c03Lah9KIm8LKG/XNKQ/ltat7XJuMYH9ctg8yMbnn1+eqte1jM1ZQu/xdHxNaUezgXUnbyeAeyPYES+SxqyLuAcgDv2pbW+veFnYUz87cRsYxyUWlyWbdKRMQDKLc2nkc5cR5I+WbbsmWXWS9vSGsNzmnqgm11Ic7qVpc221PuKV2UI93c7c6nfAjv2pDXD4Nom13rOi5uWMeo5YwlM2+IiO8D+9buuKtr1oGU2wMfy8zV7fNExI7AUcDTKF3wm3Qstlu7r43dgPsB3Z6Vnlanj2tLO5Vye2pJRPwPZf8vzjK4qxf9PGebjvlldTqjLW2s4+H2iPgJ5eK9JhPZX918hXKefz0ivkYJSC/KzF/3MO+91NswL6Vc/HembPv92op026/drkP9qNsT6vT8zozM/GVE3ABsExHTM3PlOJbbi17rP5Hr2u6UD8TvjKM+o47TzPx7RPyRex+n7ZraplWPH2a51dLpfErwuyvwpTXVgeZzpW/H+MDHEGTmXRGxD+Wb8POBD9es2yLii8D8zLy9x8VtASxvuihl5uqIuBl4aEd5KN/2mvyR7gHBH5oSI2IapVGfROkq/gql27vV+O+mdC83abogr+4hb1pDXqfWtnZ7tKeVPr2HZU3EINqmtY7Vo4t3Xc5YvkC5B/hyyrgQ6r+h3CO9R0TsTmn3DYHvU+573krtmqPc++vW7mvjQXW6W/3rZrO2f7+JMgDwFcAx9W91RHyL8rjYtWOtsM/n7MqGtFb7tX8g9nI89GIi+6tRZl4WEU8F3kHZD4cC1PEn78nM03usE5TBw2+knIffpQT7d9a8w+j+5arxOtSnuvVyzZhdy63sYXk9G0f9J3Jdmw6syMw7R5XubmWX9NXc+zht19Q2a3MdHlWHeu2kow59O8YHHhAAZOYKykXqTRGxHWVQypGUUdvTqQdDD26hDMCb1hl9RcSGlIEmt7Ylt/79MMq9+k4PG6vaXdIPpgQDX8zMwzrq8AhKQDAMrYDi4V3yH9FRbjLWP9ltc2tdx4YNQcFYbdnNWXWZ/xwRb6f0DDwL+Glmdg5iOxa4P7B3Zi5qz4iI+ZTjohd312nTuTi9Ia3VXh/LzDf3soIsA1r/A/iPiHgoZUDnP1EGNe1YBxytWsMy+nXO9qr9eGjSa/uOe3+NJTMXUwafbgw8Edif0vtyWkTclJmdg9NGqW3wBsoXiD0y87aO/BePVYVJrFv7NaOpZ2FSrxk91n8i17WVwIMi4v7jDArGq6ltBnEd7tsxPvTfMsjMazPzc5QLzO3c+0LaGpnfLSL7MWUbntaQ97Q635Ud5aFcEO+ldoVu1XvN77FdnZ7RkLfXBJbXL9dQHpXZJSKaurj2rtMrG/L6YRBt01rHHg15o5azJvVi8VXKaOBnULp0N6Sjd6DajtI7saghbzztvqJOm7ZvbkPaZZQg4qnjWMc9MvNPmXlmZr6Q0sPxKOAfxrmMsc7ZfhnreNiM0gvTi7XaX91k5qrMvDgz30X5cIfer13bUo7bcxuCgVk1fzLr1k1rn8/rzKhB4Czgukm4XXAva6j/RK5rl1Bu4e4/GfVdg3uO4/pFqFM/rsN9O8YHHhBExDb13munGZQu1vYIrjVwaHaXxX2+To+PiE3b1rEpZSQywOfayp9G6fJ5fURs1VY+KKM3uwUeY1lap/PaEyNiW0a6VgeudtWfSukmem97XkQ8inKi/Z0yqGUyDKJtWvfc3h8RG7XNswXlmfmJ+EKdvqz+rabsx05LKb0Tj29PjIj/S3nUp1et+46Ht18w6j54V2fhzPxTrc/ciHhn00UmIh5VH3UiIjaOiKfX/dheZhqlBwTW8CbRcZ6z/XI25ZvPSyNi5468Y+nxVtd499dYIuKp9djq1OqtaN+PrUdXm65dS+t0z4i457iugc5nmEDP7Tjr1k3rnD02Ih7Stuz7UV5jvgH3Pmf7ptf6T/C69sk6/WhEjBrX05TWL5l5A2WA9RxGHulurff/UB7LXkHpnZzoOvp2jA/jlsHOwFkRcQWly+xG4CGUCHAabR+idfDQpcBTI+JU4JeUyHtBZv4sM0+LiIMpz58uifKjGkl5Bngb4KuZeWrb8n4dEe+iPFP704j4CiPPus+kPNt8rwt8D84BrgXeHBE7USLC2ZRnSL9J92BmEI6hRI2vi4jdKM/Gtp7XfSBlVPd1k7HiAbXNlyhd3/sDV0XEAsoxdAhlQM5jGemS77XeF0XEtZTu9GnAOfWE6/Rxygf/hRHRerZ/LuUb7dco90F7Wd+lEfEDSq/JZRFxPuUieCDl3nJTz8HrKI9YvRc4NCIupNxTfyRl4NBulMc+r6Pc1jgPWFrPpd9SBj/uW8suyMyfr6GaPZ+z/ZKZt0bEa4FTgIvrPm69h2BnysDIveitfcezv8byFmC/KD/W9htK78iOlNtKKyjvC2lZWOt2fET8Q80nM9+fmX+IiC9Tjt2fRMS5lHvN+1JesvMTeu8BmUjdGmXmxRFxAuX5+6uiDO67oy7jHygDPP9tnPXq1XjqP67rWmaeGxHvo3xJ+Hm9Fi2jnGd7UnoQDpuk7YLyvomLgH+LiP0o16bWewjuBg7v7CmagP4c42t6DKE+tpB0PPLVUGYpvT12OIty0b+IMghjFeUZ6W/T8IY3StfsOZSI+25GP66yAeXFFZdTosi/UEbo/wvd34Z3KOWD+6+UAYCn1B13FbCyo+y8us7jxtj2rSgRWmtg0BLKSbVh5/bnGh7VoctbvHqtS8M80ykX7F/Vfb2SErE2Pt5Dnx47HETb1PKbUE6C6+r2LaW8iGfLuq++Pp5tqctsPQKZwCFjlDuAcjG5re7Xcykf7I1t2G3f1jb6DCNvULsKOIKx37zXelPixYw8e309ZYDjG6lvtKR8YB9NOb+ub9uvl1AuVBv1sD96Pme71ZmGNwv2clxTPhAursfOCkrPwfbAN+o809e07vHsrzXsh/0oP+BzdV3GHZQu7E8AWzeU/2fKh/uddFxDKSPlP0D5MtF6c+SnKAPEFtFxPo21jyZStzVs5z9RPvxvq3VbQhnsN+ZbV8ex/MMYfR0f776dzjiua3WeZ1OeNFjOyJsKzwL2Gcd+Xso4Hh1uK7Ml8GlKQP43youfvg7s1sv+6cgf9ZnSr2M86oLWexGxOSWi+klmPnnY9dGIibRNROxL+YD+UGbOn8z6abBqF/ZvKO9V6DZYS9I4DX1Q4aBFxEPq/dP2tA0pL8bYhLW4l6O1M5G2iYhHNqQ9iJFxCrbnOioiprePP6lpQenBmU15F7ykPlnveggi4tWULubzKF1GMyndvI+hdO/tkZP7aIq6mEjb1HuxOzPywz2zKN3MM4GTMvPVg6q/+isi9qe81+NcSlftZpSXzOxCOT7mZvP4DkkTMJT3EAzZpZT7Y09j5IUO11Hu533YYGCoJtI2ZzIyCG86I/c8P0/5URKtu66hjBV4CuX+74aUsQufAD5oMCD113rXQyBJkkZb78YQSJKk0dbHWwZTyoMf/OCcM2fOsKshSUN3xRVX3JyZD1lzSU0GA4IhmzNnDpdf3vSjVpK0fomI3w67DuszbxlIkiQDAkmSZEAgSZIwIJAkSRgQSJIkDAgkSRIGBJIkCQMCSZKEAYEkScI3FWoSzTnmmz2XXfqh50xiTSRJa2IPgSRJMiCQJEkGBJIkCQMCSZKEAYEkScKAQJIkYUAgSZIwIJAkSRgQSJIkDAjuERHzIiIb/lZ2lJsREZ+NiJsj4o6IOC8idhpStSVJ6gtfXTzaG4Aftf1/desfERHAAmAb4PXACmA+sDAidsnMGwZZUUmS+sWAYLSfZ+YlXfIOAvYE9snMhQARsRi4DjiaEkxIkrTO8ZbB+BwE3NgKBgAy8xbgHODgodVKkqS1ZEAw2qkRcVdE/DkiTouI2W15OwJXNcyzBJgdEZsNpoqSJPWXtwxG3AJ8FLgAuBXYFXg7sDgids3MPwEzgaUN8y6v0xnA7e0ZEXEEcES3lc6ePbtbliRJA2NAUGXmj4EftyVdEBE/AC6jjA04FgggG2aPMZZ7MnByt/y5c+c2LU+SpIHylsEYMvNK4JfAbjVpOaWXoNOMOl0xiHpJktRvBgRr1t4rsIQyjqDTDsD1mXl7Q54kSVOeAcEYImIu8Bjg0pq0ANgyIvZqK7M5cGDNkyRpneQYgioiTqW8T+BKYCVlUOF84HfAJ2uxBcBi4JSIOIqRFxMFcMKAqyxJUt8YEIy4Cngx5Q2EmwJ/AM4E3p2ZNwNk5t0RcQDwEeBEYBNKgLB3Zi4bSq0lSeoDA4IqM48Hju+h3HLgFfVPkqT7BMcQSJIkAwJJkmRAIEmSMCCQJEkYEEiSJAwIJEkSBgSSJAkDAkmShAGBJEnCgECSJGFAIEmSMCCQJEkYEEiSJAwIJEkSBgSSJAkDAkmShAGBJEnCgECSJGFAIEmSMCCQJEkYEEiSJAwIJEkSBgSSJAkDAkmSBGw47ApIwzTnmG/2VG7ph54zyTWRpOGyh0CSJBkQdBMR34mIjIj3d6TPiIjPRsTNEXFHRJwXETsNq56SJPWDAUGDiHgxsHNDegALgP2B1wOHANOAhRExa6CVlCSpjwwIOkTEdOBjwJsbsg8C9gQOzczTM/M7NW0D4OiBVVKSpD4zIBjtBGBJZp7ekHcQcGNmLmwlZOYtwDnAwQOqnyRJfWdA0CYi9gReBry2S5Edgasa0pcAsyNis8mqmyRJk8mAoIqIacBJwEcy85ouxWYCKxrSl9fpjMmomyRJk833EIx4G3B/4ANjlAkgu6Q3zxBxBHBEt/zZs2f3Wj9JkiaNAQEQEbOBdwCvBDaOiI3bsjeuAw1vo/QEzGxYRKtnYFTvQWaeDJzcbd1z585tCjAkSRoobxkU2wKbAKdQPtRbfwBvrf/eiTJWYMeG+XcArs/M2ye/qpIk9Z89BMVPgL0b0hdSgoTPAddS3kFweETslZkXAETE5sCBwGmDqaokSf1nQABk5kpgUWd6eQ8Rv83MRfX/C4DFwCkRcRSl52A+ZQzBCYOprSRJ/ectg3HIzLuBA4DvAScCZwF3AXtn5rJh1k2SpLVhD8EYMnPU0wOZuRx4Rf2TJOk+wR4CSZJkQCBJkgwIJEkSBgSSJAkDAkmShAGBJEnCgECSJGFAIEmSMCCQJEkYEEiSJAwIJEkSBgSSJAkDAkmShAGBJEnCgECSJGFAIEmSMCCQJEkYEEiSJAwIJEkSBgSSJAkDAkmShAGBJEnCgECSJGFAIEmSMCCQJEkYEEiSJAwI7hERz4yI8yPiDxGxKiJuiIivRsQOHeVmRMRnI+LmiLgjIs6LiJ2GVW9JkvrBgGDETOAK4HXAfsB8YEfgkojYGiAiAlgA7A+8HjgEmAYsjIhZw6i0JEn9sOGwKzBVZObpwOntaRFxGfAL4PnAR4GDgD2BfTJzYS2zGLgOOBp4wyDrLElSv9hDMLY/1+nf6/Qg4MZWMACQmbcA5wAHD7hukiT1jQFBh4i4X0RsFBGPBk4C/gB8uWbvCFzVMNsSYHZEbDagakqS1FcGBKNdCqwCfgk8nnJ74E81byawomGe5XU6Y/KrJ0lS/zmGYLRDgc2BbYG3At+LiD0zcykQQDbME90WFhFHAEd0y589e/ZaVVaSpH4wIOiQmT+v/7w0Ir4NLAWOAV5N6QmY2TBbq2dgVO9BZp4MnNxtfXPnzm0KMCRJGihvGYwhM1cC1wLb1aQllHEEnXYArs/M2wdUNUmS+sqAYAwR8TBge+DXNWkBsGVE7NVWZnPgwJonSdI6yVsGVUScBVwJ/Ay4FXgM8CZgNeUdBFA+9BcDp0TEUZRbBPMpYwhOGHSdJUnqFwOCEZcALwTeAmwELAMWAcfXAYVk5t0RcQDwEeBEYBNKgLB3Zi4bQp0lSeoLA4IqMz8MfLiHcsuBV9Q/SZLuExxDIEmSDAgkSZIBgSRJwoBAkiRhQCBJkjAgkCRJGBBIkiQMCCRJEgYEkiQJAwJJkoQBgSRJwoBAkiRhQCBJkjAgkCRJGBBIkiQMCCRJEgYEkiQJAwJJkoQBgSRJwoBAkiRhQCBJkjAgkCRJGBBIkiQMCCRJEgYEkiQJAwJJkoQBgSRJwoDgHhHx/Ig4IyJ+GxF3RsQ1EXF8RDywo9yMiPhsRNwcEXdExHkRsdOw6i1JUj8YEIx4K3AX8HZgf+DTwGuA70XEBgAREcCCmv964BBgGrAwImYNo9KSJPXDhsOuwBRyYGbe1Pb/CyJiOfBFYB5wPnAQsCewT2YuBIiIxcB1wNHAGwZaY0mS+sQegqojGGj5UZ1uWacHATe2goE63y3AOcDBk1tDSZImjwHB2Paq05/X6Y7AVQ3llgCzI2KzgdRKkqQ+MyDoIiK2BN4LnJeZl9fkmcCKhuLL63TGIOomSVK/OYagQf2mfzawGji8PQvIplnGWNYRwBHd8mfPnj3BWkqS1D8GBB0iYhPKkwTbAntl5g1t2cspvQSdWj0Do3oPMvNk4ORu65s7d25TgCFJ0kB5y6BNREwDzgCeBDw7M/+3o8gSyjiCTjsA12fm7ZNcRUmSJoUBQVXfNXAq8HTg4My8pKHYAmDLiNirbb7NgQNrniRJ6yRvGYz4FPAC4APAHRGxe1veDfXWwQJgMXBKRBxFuUUwnzKG4IQB11eSpL6xh2DEs+r0HZQP/fa/VwJk5t3AAcD3gBOBsyhvN9w7M5cNusKSJPWLPQRVZs7psdxy4BX1T5Kk+wR7CCRJkgGBJEkyIJAkSRgQSJIkDAgkSRIGBJIkCQMCSZKEAYEkScKAQJIkYUAgSZIwIJAkSRgQSJIkDAgkSRIGBJIkCQMCSZKEAYEkScKAQJIkYUAgSZIwIJAkSRgQSJIkDAgkSRIGBJIkCQMCSZKEAYEkScKAQJIkYUAgSZIwILhHRMyKiE9GxOKI+EtEZETMaSg3IyI+GxE3R8QdEXFeROw0hCpLktQ3BgQjtgNeCKwAfthUICICWADsD7weOASYBiyMiFkDqqckSX1nQDDiB5n5sMx8NvA/XcocBOwJHJqZp2fmd2raBsDRA6qnJEl9Z0BQZebdPRQ7CLgxMxe2zXcLcA5w8GTVTZKkyWZAMD47Alc1pC8BZkfEZgOujyRJfWFAMD4zKWMMOi2v0xkDrIskSX2z4bArsI4JILukN88QcQRwRLf82bNn96FakiStHQOC8VlO6SXo1OoZGNV7kJknAyd3W+DcuXObAgxJkgbKWwbjs4QyjqDTDsD1mXn7gOsjSVJfGBCMzwJgy4jYq5UQEZsDB9Y8SZLWSd4yaBMRz6//fGKdPisibgJuyswLKB/6i4FTIuIoyi2C+ZQxBCcMur6SJPWLAcG9db6Q6MQ6vQCYl5l3R8QBwEdq3iaUAGHvzFw2uGpKktRfBgRtMrPr0wJtZZYDr6h/kiTdJziGQJIkGRBIkiQDAkmShAGBJEnCgECSJOFTBmoz55hv9lRu6YeeM8k1kSQNmj0EkiTJgECSJBkQSJIkDAgkSRIGBJIkCQMCSZKEAYEkScL3EEg98R0Nku7r7CGQJEkGBJIkyYBAkiThGAJNQK/30yVJ6w57CCRJkgGBJEkyIJAkSRgQSJIkDAgkSRIGBJIkCQMCSZKEAYEkScKAYEIiYquI+FpE3BIRt0bEmRExe9j1kiRpogwIxikiNgXOB7YHXg4cCjwaWBgRDxhm3SRJmihfXTx+rwK2BR6bmdcCRMTPgF8BRwL/PsS6NfJVw5KkNbGHYPwOAi5pBQMAmXkdcBFw8NBqJUnSWjAgGL8dgasa0pcAOwy4LpIk9YUBwfjNBFY0pC8HZgy4LpIk9YVjCCYmG9KiqWBEHAEcMcaybo+IayZYjwcDN09w3iklPjzsGvRHfPi+0yb3MbbL1NTZLlsPqyIyIJiIFZRegk4zaOg5yMyTgZMnoyIRcXlmzp2MZWtibJOpyXaZmmyXqcVbBuO3hDKOoNMOwNUDroskSX1hQDB+C4DdI2LbVkJEzAGeUvMkSVrnGBCM32eApcDZEXFwRBwEnA0sA04aZsUkSZooA4Jxysw7gH2AXwL/DZwKXAfsk5m3D7NukiRNlIMKJyAzrwcOGXY9JEnqF3sIJEmSAcE6blIeZ9RasU2mJttlarJdppDIbHrHjiRJWp/YQyBJkgwIJEmSAcE6JyK2ioivRcQtEXFrRJwZEbOHXa/1RUTMiohPRsTiiPhLRGR9MVVnuRkR8dmIuDki7oiI8yJipyFU+T4vIp4fEWdExG8j4s6IuCYijo+IB3aUs00GKCKeGRHnR8QfImJVRNwQEV+NiB06ytkuU4QBwTokIjYFzge2B14OHAo8GlgYEQ8YZt3WI9sBL6T8bsUPmwpERFDeWrk/8HrKI6rTKO00a0D1XJ+8FbgLeDtln38aeA3wvYjYAGyTIZkJXAG8DtgPmE957fslEbE12C5TTmb6t478Af9KufBt15a2DbAaePOw67c+/AEbtP37lZRfvpzTUebgmr53W9oWlJ/I/sSwt+G+9gc8pCHtZbUN9rFNps4f8NjaDm+xXabenz0E65aDgEsy89pWQmZeB1xEObE0yTLz7h6KHQTcmJkL2+a7BTgH26nvMvOmhuQf1emWdWqbTA1/rtO/16ntMoUYEKxbdgSuakhfQvm1RU0NY7XT7IjYbMD1WR/tVac/r1PbZEgi4n4RsVFEPJryey9/AL5cs22XKcSAYN0yk3LvutNyYMaA66LuxmonsK0mVURsCbwXOC8zL6/JtsnwXAqsovz+y+Mpt3H+VPNslynEgGDd0/QmqRh4LTSWwHYaivqN8mzKuJrD27OwTYblUGB34CXArZTBnnNqnu0yhRgQrFtWUCLqTjNojrI1HMvp3k5gW02KiNiEMmJ9W+CZmXlDW7ZtMiSZ+fPMvDQzTweeDmwGHFOzbZcpxIBg3bKEcs+t0w7A1QOui7obq52uT38mu+8iYhpwBvAk4NmZ+b8dRWyTKSAzVwLXUh7fBdtlSjEgWLcsAHaPiG1bCbXr7Sk1T1PDAmDLiGgNbCMiNgcOxHbqu/qugVMp3z4PzsxLGorZJlNARDyM8h6VX9ck22UK8ceN1iH15UM/Be4EjqXce3sf8EDg8UbTgxERz6//fDrwauC1wE3ATZl5Qf2AuhDYCjiK0u05nzKgaufMXDb4Wt93RcSnKe3wAeAbHdk3ZOYNtsngRcRZwJXAzyhjBx4DvAl4OPCkzPyl7TK1GBCsY+prij8G7EsZePN94I2ZuXSY9VqfRES3k+aCzJxXy8wEPgI8F9gEWEx5edRPB1HH9UlELAW27pL9nsw8rpazTQYoIt5Geavno4CNgGXAIuD49uuV7TJ1GBBIkiTHEEiSJAMCSZKEAYEkScKAQJIkYUAgSZIwIJAkSRgQSOMWEXMiIiPiC8Ouy9qIiOPqdswbdl0kDZ8BgSRJMiCQ1mP/CTwOuGzYFZE0fBsOuwKShiMzbwZuHnY9JE0N9hBIfRQRj4iIT0XE0oj4W0TcFBFnRsQTu5TfIiI+HhE3RMRfI+IXEfHmiNi22ziFiHhMRJwRESsi4o6IuDginhMRh9V5Duuxro1jCGraooh4cEScHBG/j4hVEbEkIg6fwD6ZFRGfiIhf1W1cHhGXRcQ7G8o+MyIuqtu1PCK+HhHbR8QXar3mdJQ/KCK+31bHGyPigoh47XjrKa3v7CGQ+iQitqH8ctsjgfOB0ym/4vYC4DkRcUhmfqOt/Ca13BOAH1N+wncL4B3AU7usY3vgImAm8E3KL8ltC5wFfKuPmzO9rudvwNcoPzrzfODzEXF3Zn6xl4VExFzgu7W+PwDOBDal/N79cZRf62yVfRFwGrAK+Crwe2APyo/djPqhm4g4AjgJ+ANwDqW346GUX8o7HDhxXFssrecMCKT++S9KMHBsZn6glRgRJ1I+DL8YEVu3/Uz1UZRg4MvAS7L+0lhEfIDys7FNPkX5cH1tZn66bR3Por8Bwc7A54AjM/Ouuo6PUQKQtwFrDAgiYiPgf2p9X5qZp3Xkb9X27wdS9t9q4Mntv3QXER+q6+x0JCVg2Tkz/9Sx7Af3sI2S2njLQOqDiJgF7AdcD5zQnpeZF1N6C2YC/9iW9XLgbmB+tv3saP0N+I83rGMrYB/gWso34/Z1fBs4rw+b0vIXyk/Q3tW2jqspvQaPqx/ga3IgMAdY0BkM1OW1/9b9wZReiVMbfvb2/cDKLutYDfy9YdmOjZDGyYBA6o9d6/SHmTnqA4pya+CechGxOeV34n/X/tvwbS5sSNulThdn5t09zjNRv8rMWxvSWx/i03tYxu51+u0eyrb236htqD0qP2mY51TK7YclEfGxiHhuRDykh3VJamBAIPXHFnX6+y75rfTpdbp5nf6xS/mm9C3GyBsrfSJWdklfXaf362EZ0+v0dz2UHfe2Zea/U3pZrgfeQBlH8ceIWFjHLkgaBwMCqT9uqdOHd8l/REe51rfvh3Up35Q+kXmGaWWdbtlD2QltW2Z+KTN3Bx4EPIcy7uFpwHcj4qG9V1WSAYHUHz+u0z0jommw7t51eiVA7Y7/DbBl56N0reWMsY4nR0TTuds0zzBdUqfP6qHsPfuvMyMiNmPkdkmjzFyZmd/KzFcBX6CM12h8UkNSMwMCqQ8y8wbge5RBdG9sz4uI/wO8BFhB6dZu+RLlHDw+IqKt/Fady6jrWAYsArajjLBvX8f+wDPWdjv67BxgKXBQRLy4MzMi2nsOzqb0nrw0InbuKHosDWMWImL/LsFXq2fgLxOos7Te8rFDqX9eTRmF/28RsR9wOSPvIbgbODwzb2srfwLwXOCfgMdGxLmUe+kvpDym+Nw6X7t/qes4MSKezch7CA6hfKge3DDPUGTm3yLiBcC5wGkRcSSl12ATyiuTn069BmXmrfVlQqcAF0dE+3sIdgYuAPbi3tv2ZeCvEXEhJfAISq/AbsAV9PepC+k+zx4CqU8y8zfAXMrz9I8F3krpLv8O8JTMPLuj/J2UWwmfpIw9eFP9/weB42uxWzvmuRp4MqWn4amUnoQ5wPMYGaHf9HTAUGTm5ZTu/k8DWwNvBg6lfON/d0fZ0yjjAH4KvAh4DaXX4MlA690N7dt2DOWlRU8AXkt5GdE0yjsL9u7ytIekLqLt8WdJU0REvAo4GXh1Zp60pvJ1nlMptya2z8xrJrN+gxQR96OMt9g4M7sN2pS0luwhkIYoIh7ZkLYV8E7KI37f6MjbICJGfShGxNMp36qvXleDgYiYHhGbdqQFZQzBbMprjyVNEscQSMN1RkRMo9zzXknp/j+A8sKd+ZnZ+Qz/RsCyiFgI/IISNOwI7Et5je+/DKbak2J34Ct1LMVSYLOatgvlhUjHDati0vrAWwbSENWBdIcCj6YMKLyd8gjef2bmqG/Etfv845RXGM+iBA43UwYhfigzf9w5z7qi/jjU+4GnAA+hfGG5gdJL8sHM7OeLlyR1MCCQJEmOIZAkSQYEkiQJAwJJkoQBgSRJwoBAkiRhQCBJkoD/D4n2teXFUaYmAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.title(\"Histogram of logg values single stars of isochrone\")\n", + "plt.hist(np.array([x for x in iso1.singles['logg'] if np.isfinite(x)]),\n", + " np.arange(0, 30, 1))\n", + "plt.xlabel(\"logg in cgs\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We also examine what the CMD of the isochrone is for stars with > 5 cgs surface gravity." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "indices1= np.where(iso1.singles['logg'] > 5)[0]\n", + "indices2= np.where(iso1.primaries['logg'] > 5)[0]\n", + "indices3= np.where(iso1.secondaries['logg'] > 5)[0]\n", + "plt.plot(iso1.primaries['m_ubv_B'][indices2] - iso1.primaries[\"m_ubv_V\"][indices2],\n", + " iso1.primaries[\"m_ubv_V\"][indices2] - 5 * np.log10(100/10), \"r.\")\n", + "plt.plot(iso1.secondaries['m_ubv_B'][indices3] - iso1.secondaries[\"m_ubv_V\"][indices3],\n", + " iso1.secondaries[\"m_ubv_V\"][indices3] - 5 * np.log10(100/10), \"r.\")\n", + "plt.plot(iso1.singles['m_ubv_B'][indices1] - iso1.singles[\"m_ubv_V\"][indices1],\n", + " iso1.singles[\"m_ubv_V\"][indices1] - 5 * np.log10(100/10),\n", + " \"r.\", label=\"BPASS isochrone\")\n", + "plt.xlabel(\"B-V\")\n", + "plt.ylabel(\"M_V\")\n", + "plt.title(\"Color magnitude Diagram of Isochrones at solar metallicity\\n\" +\n", + " \" and 1 billion years age (Examining upper lefthand corner)\")\n", + "plt.gca().invert_yaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Examining the potential location of caluse of a vertical line in the upper left hand corner of the plot." + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "indices2= np.where((iso1.primaries['logg'] > 5) &\n", + " (iso1.primaries['m_ubv_B'] - iso1.primaries['m_ubv_V'] > -0.4) &\n", + " (iso1.primaries['m_ubv_B'] - iso1.primaries['m_ubv_V'] < -0.2))[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='phase' dtype='float64' length=2>\n", + "\n", + "\n", + "\n", + "
5.0
101.0
" + ], + "text/plain": [ + "\n", + " 5.0\n", + "101.0" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(iso1.primaries[indices2]['phase'])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The previous kind of shows that there may need to be more work done on identifying when white dwarves are. There should be tons of them in the lower lefthand corner of the CMD. That is an issue I may need to fix.\n", + "The following is another look at the CMD of the isochrone, but of only the secondary stars." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.plot(iso1.secondaries['m_ubv_B'] - iso1.secondaries[\"m_ubv_V\"],\n", + " iso1.secondaries[\"m_ubv_V\"] - 5 * np.log10(100 / 10), \"r.\",\n", + " label=\"Secondary stars BPASS isochrone\")\n", + "plt.xlabel(\"B-V\")\n", + "plt.ylabel(\"M_V\")\n", + "plt.title(\"Color magnitude Diagram of Isochrones at solar metallicity\\n \" +\n", + " \"and 1 billion years age\")\n", + "plt.gca().invert_yaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For comparison, let's create a MIST v.1. isochrone phot using otherwise same parameters." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Isochrone generation took 78.293325 s.\n", + "Making photometry for isochrone: log(t) = 9.00 AKs = 0.00 dist = 100\n", + " Starting at: 2021-08-13 14:01:03.925762 Usually takes ~5 minutes\n", + "Starting filter: ubv,U Elapsed time: 0.00 seconds\n", + "Starting synthetic photometry\n", + "M = 0.104 Msun T = 3384 K m_ubv_U = 21.55\n", + "M = 0.781 Msun T = 5867 K m_ubv_U = 11.01\n", + "M = 1.713 Msun T = 9508 K m_ubv_U = 6.29\n", + "M = 1.744 Msun T = 6165 K m_ubv_U = 6.22\n", + "M = 1.790 Msun T = 4388 K m_ubv_U = 5.07\n", + "M = 1.903 Msun T = 5179 K m_ubv_U = 5.56\n", + "M = 1.911 Msun T = 4438 K m_ubv_U = 4.91\n", + "M = 1.912 Msun T = 3995 K m_ubv_U = 5.21\n", + "M = 1.912 Msun T = 3811 K m_ubv_U = 5.52\n", + "M = 1.913 Msun T = 3716 K m_ubv_U = 5.79\n", + "M = 1.913 Msun T = 3729 K m_ubv_U = 5.92\n", + "M = 1.913 Msun T = 4901 K m_ubv_U = 1.46\n", + "M = 1.913 Msun T = 53895 K m_ubv_U = 3.26\n", + "M = 1.913 Msun T = 90166 K m_ubv_U = 10.50\n", + "Starting filter: ubv,B Elapsed time: 3.19 seconds\n", + "Starting synthetic photometry\n", + "M = 0.104 Msun T = 3384 K m_ubv_B = 20.02\n", + "M = 0.781 Msun T = 5867 K m_ubv_B = 11.18\n", + "M = 1.713 Msun T = 9508 K m_ubv_B = 6.28\n", + "M = 1.744 Msun T = 6165 K m_ubv_B = 6.30\n", + "M = 1.790 Msun T = 4388 K m_ubv_B = 4.29\n", + "M = 1.903 Msun T = 5179 K m_ubv_B = 5.46\n", + "M = 1.911 Msun T = 4438 K m_ubv_B = 4.19\n", + "M = 1.912 Msun T = 3995 K m_ubv_B = 3.79\n", + "M = 1.912 Msun T = 3811 K m_ubv_B = 3.76\n", + "M = 1.913 Msun T = 3716 K m_ubv_B = 3.89\n", + "M = 1.913 Msun T = 3729 K m_ubv_B = 4.09\n", + "M = 1.913 Msun T = 4901 K m_ubv_B = 1.47\n", + "M = 1.913 Msun T = 53895 K m_ubv_B = 4.40\n", + "M = 1.913 Msun T = 90166 K m_ubv_B = 11.68\n", + "Starting filter: ubv,V Elapsed time: 6.32 seconds\n", + "Starting synthetic photometry\n", + "M = 0.104 Msun T = 3384 K m_ubv_V = 18.26\n", + "M = 0.781 Msun T = 5867 K m_ubv_V = 10.60\n", + "M = 1.713 Msun T = 9508 K m_ubv_V = 6.27\n", + "M = 1.744 Msun T = 6165 K m_ubv_V = 5.85\n", + "M = 1.790 Msun T = 4388 K m_ubv_V = 3.11\n", + "M = 1.903 Msun T = 5179 K m_ubv_V = 4.68\n", + "M = 1.911 Msun T = 4438 K m_ubv_V = 3.03\n", + "M = 1.912 Msun T = 3995 K m_ubv_V = 2.32\n", + "M = 1.912 Msun T = 3811 K m_ubv_V = 2.13\n", + "M = 1.913 Msun T = 3716 K m_ubv_V = 2.18\n", + "M = 1.913 Msun T = 3729 K m_ubv_V = 2.41\n", + "M = 1.913 Msun T = 4901 K m_ubv_V = 0.58\n", + "M = 1.913 Msun T = 53895 K m_ubv_V = 4.71\n", + "M = 1.913 Msun T = 90166 K m_ubv_V = 12.02\n", + "Starting filter: ubv,R Elapsed time: 9.46 seconds\n", + "Starting synthetic photometry\n", + "M = 0.104 Msun T = 3384 K m_ubv_R = 17.33\n", + "M = 0.781 Msun T = 5867 K m_ubv_R = 10.29\n", + "M = 1.713 Msun T = 9508 K m_ubv_R = 6.26\n", + "M = 1.744 Msun T = 6165 K m_ubv_R = 5.58\n", + "M = 1.790 Msun T = 4388 K m_ubv_R = 2.55\n", + "M = 1.903 Msun T = 5179 K m_ubv_R = 4.28\n", + "M = 1.911 Msun T = 4438 K m_ubv_R = 2.48\n", + "M = 1.912 Msun T = 3995 K m_ubv_R = 1.62\n", + "M = 1.912 Msun T = 3811 K m_ubv_R = 1.34\n", + "M = 1.913 Msun T = 3716 K m_ubv_R = 1.34\n", + "M = 1.913 Msun T = 3729 K m_ubv_R = 1.59\n", + "M = 1.913 Msun T = 4901 K m_ubv_R = 0.09\n", + "M = 1.913 Msun T = 53895 K m_ubv_R = 4.83\n", + "M = 1.913 Msun T = 90166 K m_ubv_R = 12.15\n", + "Starting filter: ubv,I Elapsed time: 12.52 seconds\n", + "Starting synthetic photometry\n", + "M = 0.104 Msun T = 3384 K m_ubv_I = 15.95\n", + "M = 0.781 Msun T = 5867 K m_ubv_I = 9.86\n", + "M = 1.713 Msun T = 9508 K m_ubv_I = 6.26\n", + "M = 1.744 Msun T = 6165 K m_ubv_I = 5.21\n", + "M = 1.790 Msun T = 4388 K m_ubv_I = 1.78\n", + "M = 1.903 Msun T = 5179 K m_ubv_I = 3.73\n", + "M = 1.911 Msun T = 4438 K m_ubv_I = 1.73\n", + "M = 1.912 Msun T = 3995 K m_ubv_I = 0.68\n", + "M = 1.912 Msun T = 3811 K m_ubv_I = 0.30\n", + "M = 1.913 Msun T = 3716 K m_ubv_I = 0.23\n", + "M = 1.913 Msun T = 3729 K m_ubv_I = 0.49\n", + "M = 1.913 Msun T = 4901 K m_ubv_I = -0.57\n", + "M = 1.913 Msun T = 53895 K m_ubv_I = 5.10\n", + "M = 1.913 Msun T = 90166 K m_ubv_I = 12.45\n", + " Time taken: 15.58 seconds\n" + ] + } + ], + "source": [ + "iso2 = synthetic.IsochronePhot(9.0, 0.0, 100,\n", + " math.log10(1 / 10), recomp=True)\n", + "# New MIST v.1 isochrone for same metallicity" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Looking at the distribution of logg values. for the stars in the MISTv.1 isochrone." + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "7.941465338001905" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(iso2.points['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([505., 146., 198., 93., 229., 66., 24., 123., 0., 0., 0.,\n", + " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n", + " 0., 0., 0., 0., 0., 0., 0.]),\n", + " array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16,\n", + " 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29]),\n", + " )" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAlgAAAE0CAYAAADwuE1gAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Z1A+gAAAACXBIWXMAAAsTAAALEwEAmpwYAAAxhUlEQVR4nO3de5gcVZ3/8fcHk5DlmkSUBUJIEBVhMeBGf6AsV5G4QOLKTWBZgZUo3mXFBZdFVBBEVnFdcUHAoICgAhIWFESSqBBArkrAC5qBcBNibgZiIOT7++OcZopO9Uz3UD3dyXxez9NPzdQ5VXWqTnX1t0+dOq2IwMzMzMyqs06nC2BmZma2tnGAZWZmZlYxB1hmZmZmFXOAZWZmZlYxB1hmZmZmFXOAZWZmZlaxtgdYkkLSrHZvx6ohabikz0r6vaQVuf7e1c8ysyR5vI9+SOqR1NPpcgyWgZxLa7tOXw8lnZrLsEenymDVkjQ+1+n0TpelTKfP+U5qKsDKB6jPD9D84RGSxldSMrr/xFlL/RtwCvA4cDbwWeA3HS2Rranadi5JOipfG46qYn1ri24/LoXPiZC0Zx/5vlXId2pd2qll83Pa6yV9U9JDkpZLekbSPEk3SjpF0qY536zC+pt5Ta/4UCDpXyWdJ+l2Sc/m7ZxW9Xasc4YNwjbeADw7CNuxauwPLAP2iYjnOl0YW6P5XFqdr4fJSuBYYGZ9gqSNgENynqY/oyTtBVwHjATmAD8mHevxwI7APsCtwJ+A6cCsulW8C5gIXAPcW5dW/38V/gvYGFhE+hLymgGu5zHSebWkonJZRdoeYEWEWz/WLJsDf/YHolXA51IdXw9f9H/AuyW9MiL+XJd2BLAecDXwTy2s8zxScHVURFxcnyjpjaRghoiYXpI+nhRg/bAsvQ3eAzwYEQ/nFsdvDWQlEfE8vsvQlTrSB0vShpL+U9L9kpZK+oukP0i6QtLf5zynAvPyIu+ta649qrCudSR9QNIvJS3LTcK/lHScpNL9k3SEpLtzE/JTkr4jafOyvkSS9qg1R0t6i6TrJC0s3g6VtKek8yU9kPdned63z0gaWbL9F/tBSDpM0l25ifhxSV+WtG7Ot1cu01JJi3I5X9ni8d9Y0hmSfivpr3k9N0h6e12+6XnfJwBbFY51Tyvbq1tnW+sm5183H88/KvXzmSfptDy/qXv/knbJea/qI8+Def1j8v8jJH1Y0vWSHs5pCyXdJOmdLRyjhn1i1MctcknrSTpJ0r35uC6TNEfSYSV5Jem9km6V9HQ+D+bn8+DQFsra9nNJ0tb5vVS7xbNQ0q8l/W/t3M91WvswKt5KKr4nN1e6JXSLpCclPZffX5dJekPJdl881pJep3QtekrSqlrdNFO2Jvav7HpYvB4cJOkOpevBQkmXS9qiyXX3e1zq8je9LUljct0/mPd9iaSfSnpHM2Ur8U1gXeDIkrRjgfmkFqimSHo1sA2wpCy4AoiIX0XE/AGUtb9tt3z9yOX5cUQ8XMH2S68TkjaVdHZ+vz4jaXH+e7qkrevyDuRava2ki5Ru+67I75efSzquQf5N8vvniZx/rqSjS/I185m7rqQTJf0qn79L87YP6ev45L8vl7RA6Rp2p6T9+zi2h0maqXSt+2uux5OVP6P7Mxi3CF9CkkhvnLeSmnEvIDUFbwnsAfwcuIvUfDsK+BhwH/DDwmruLfz9HeBw0hvyAiBI33rOBXYlfRsqbv8E4CzSN5mLSc2q+wC30HcT6y7AScAvgIuATYDaN/N/B7YlNT/XmqjfBpwK7CHp7RHxQsk6PwK8M+/bLOAdwCeAMZKuAS7P6zufdLz+OW+3qQ9wSaPyfm0H/BI4Jy9/CHCjpOMi4ryc/YdAD/Dx/P85ebq4mW010Na6yefSlcB+wO+B/wGGA0cB2zdbyIiYI+m3wP4q+UYt6S2k+r0yIhbm2WOAr5Lq/CfA08BmwAHA9ZKOjYgLmi1DK3K93gzsBNxNOh/XAfYFLpO0fUScXFjkdNK5Ow/4HulYbga8GTgYuKLJbbb1XJK0WV73RsD1pLodSQrUjiTV759Jt3cWA1NZ/XZObRu7ASeSbkFdSbpV+VrgIGCKpLdFxH0lxXgNcDvwO+BS4G+ApS2U7eX4IDAFmAHMBv4fcCgwUdKOEbGin+Wn0/9xaXlbkrYiXZ/Gk67PPwbWJ90C/rGk90fEN1vZUdJ7pgd4H73nB0pfsHci9ddb1cL6lpA+RzaQtFlEPNFieQZsgNePtpK0Hun9+hrSsb4WELAV6fz4AfDHwiKtXqv3A75PCpJ/DHyX9Hk9EfgU8I26Io3K5Xkub3sk6b14kaRVDYLi0s9cSSOAG4DdSS13Xye1eB4EXJHP30+XrG8r4I68398hXcMPBa7Jn9EvuV0t6ULgGOBR4CrSe2hn4PPA3pL2iYiVJdvpFRH9vkgHO0gBQ6PX4pxnfMmyswr/75DnXV2ynXWA0YX/x+e80xuU67CcfjewQWH++sCdOe3wwvytgedJH4ZbFuaLdIJEOiQv2cYehf1/f4NybA2oZP7n83KH1s0/Nc9fAryhMH9dYC7wAulivXvdsflJXm7HJuvtvJz/vGL5SB80S4AVJfXVA/Q0s/7CMrNKjttg1M2Ref7PgBGF+aNIb7yXnHv97MNJOf+HS9K+ntMOqKursSV5NwbuBxYCf9PfsS2cC3uUrGs8Jec/6YM0gE/VzR9JutitKp4j+Vx6FFivZBubdMu5RPrCEcDHStLWLx5PUhAdpNtBZet6NbBhyfyJpGDrRw2OdQBfeDll62cfVzsnC+fAUmCHurTLctohTa6/v+PS8rZI7+9VwHvq5o8iBXHLgU2bLF9P3sYw4OT89y6F9P8lXf/GkYKvAE5tsA/183+Q5/8B+CQpaFztnO+jbNP7Onb9LNvS9aOPejttANuunbvTC/MOyPO+UpJ/RPG9QevX6k1I7/nnKHxGFdLH1v1fe19dALyiMH87UlD8QF3+PQrLrPaZWzjW1wPDCvNfXTi/3lpyfAL4TN269q2tq0F9XMXq1/Ha+fexfuumyQqMFl7jS5adVfi/FmBdNpATpy69FnC8oyRt75x2c2Fe7Q19Skn+rXJlR4PKvmcAJ/4r87IXNaigz5csc0pO+3ZJ2ntz2nub2PZw4BngL8CYkvRa8HdK3fweqgmwBqNubsrL7FayzBH1514/+zCWdGH/Zd38EaQA5U8U3sz9rOv4snKVHVtaDLDyObWyvpyF9Il5mbMK8/5Mar1at9VzeDDPJXqDmGlN5D2KgX8YzgD+CgwvOdZPlh2nVsrWz7ZXOycL58BqH67Anjnt7CbX3+dxaXVbhfPp+w3WNzWnf7DJ8vXQG2Btns/li3La+qTA7/r8f6sB1mhSy+Iqej+PXiDdATmNfoJAXl6A9bKuH7QvwFrty0LJ8q1eq/8tz/tqC+f8M8BGJWmzc3ox4NuDPj5zSXcrVgHblqT9K3WfuYXj00MhwCukPwwsqJt3D+kL/6iS/K8AFgB39LfvLd0ijAg1SlPqX7FVE6t5gPSt57Dc9HwNqQnwzmi9M+ybSAd6VknabNIJv1NhXu3vX9RnjtTRcD6pMsrc0agQktYn3cr8J+B1wIaklpeaRn0o7iyZ93ie3lWS9liejm1UloJtSc2mt0R5s/TNpKBmp5K0KgxG3eyUt3FryTZWW09fIuJRST8F9pG0XUQ8kJMOIDUlfyXqmoMlbQ+cQLodtRmpBamoqb4zLXoz6Q1e+pg6KRiC9FRRzaWkAGGupO+Tjv+ciGj2qaPBOpdmAF8Avi5pX9JtgFtI33Cj1ZXl2xgfACaRvnXXX+82AepvJd0X5bfiKi1bA2XXg1qfodEVbaPVbe2Spxs3ON9elaer9WvrT0Q8Lul64BBJHyfdrt6Q1D+rZRGxCDgw99PZl1TvbwbemF/HSZocEb8cyPr72XbL1482m036vDhR0ptIrT23APfG6t1VWr1W75ynP2qhPL+PiKUl82vn3CjSF7ii1T5zJW1I6mv3WJQ/MHJznpZdi8r2vVaG2nleu706kRREfTz1RFnNCpo45we9D1ZEvKD0OO0ppHumX8xJf5F0MXBSRCxrcnUbAwvLArOIWClpAanZsJgf0reJMn+icYD1ZNlMScNJlfoW0q2hK0i3uZ7PWT5Dup1UpuwDbmUTacNL0urV9rVRX4Ta/FFNrGsgBqNuatsou3A1Wk9fppP6fL2X1K+O/DekPmEvkrQzqd6HAT8lfQAvJd+eI32zb6ojZItqnanfnF+NbFD4+xOk2ybHkPolnQiszB9u/xYRD/WzzUE5l3Ig/RZSC8Vk4N05ab6ksyPiv5tdl6SPkvrILSJ9Q3+E9Mh+0Ps4fln9lL7PqyxbHxaXzKud26+oYP0D2VbtfNsnvxrZoI+0vnyTFIQcBhxNOv7XDnBdAERED+lW9nkAksaS+hIdkLe348tZfx+m0+T1o90iYmm+Rn2W1Ndu35y0QNK5pJay2mdUq9fqUXn6WH3+PixuML+v87vsvfhyrkV9laHYkX80qYHkVaTP7wEb9AALXvym8QngE5K2IXVWez/wYdKBKXuypMwSUofw4YWTBQBJw0jfUItRc+3vTUl9nept2lexG8yfSgquLo6Io+rKsBkvs4JehlqA9rcN0jery9eO7be7bpbmbQwrCbL6qstGrs7r/GdJnyZ983wnqVWjvkP0yaQO0HtGxKxigqSTSOdFM2odecvei6NK5tXq6ysRcXwzG8jf2r4KfFXpaatdSY+IHwxsnzvF99WBetDOpYh4EDg0nyMTgbeTWt++KumZiLiwv3XkZT9LukC/Keo6PEvapXTBXIR2lm0NVKvTj1UURNa7nvRBfTKpZf6Mqlt6cuvSe0jB9sSyjugVaeX60XYR8Sjwr/lhoO2AvYAPkRo31gH+M2dt9Vq9OE+3AH7dth0ofy8OxrWotuw9EfGml7Gezv8WYUQ8lC9Mu5M6nxY/mGrNeY2+vd1D2ofdStJ2y8vdXZcf0gfMS+TblVs2X/IXbZOnV5ak7T6A9VXlt6Rv7DtKKru9UBtF+e6StCoMRt3UtvHWkrTV1tOfiFhOespuc9KH5xGkwKfs2+c2pG99s0rSWqn3RXlatn+TSubdQQrK/qGFbbwoIp6KiKsi4hBSC9xrgL/rZ7FBP5ciYmVE3BURXyS1bkBqearp69qwCSk4vbUkuNqAdEuknWXrpP6uma26LU8HdL71Jwf/F5GCqwDaFaSuoPep77Zo8foxaCKZGxFfo7cV8l2FLK1eq2vnRNPD0VQlIv5Cao3fQtJrS7K87GtRvoM2l/Tlc0x/+fsy6AGWpAm570q90aQm++WFeYtIb7pxDVZ3UZ6eke+b1raxHnBm/rf4hr2M1Bz4EUlbFvILOIOBXZR68nSP4kylcUa+WJ95sOTm3ktJTfefK6ZJeg3wUdJtzO+0qQiDUTffztPT8qO7tWU2pvfbWaum5+m/5NdK0nGs10P61vfG4kxJ/0pvc3wzav0Mjs7fFmvr2ZL0TfMlIuKpXJ5JSmPJrdbyJek1kibkv9eVtLfqOhLkW9u1i0efI4sP1rmkNOZNWctjbV6xnLUWiLJrw1M579/ngKq2/uGklrxN2ly2TurruLQsIu4kDc3wbknHlOWRtENuGR2o/yb1X903Iv4wkBVIWj+/Hxq1XH+cdP4+0KbWq5rpedrf9aOtJP2dyn+2rux8bfVafTGpRes4SasFZfmWbDtdRLqF9yVJL34uSNqE3uv+RWULtuDLpAcULlIaouYlJI3Ofdv61IlbhBOBqyXdReqz9DjpXudUUt+iF4OSiFgm6XbgHyRdShqb5gVgRqRB4y6TNJU0Fs9cST+kt4/FBOB7EXFpYX1/kHQKqbPqfZKuoHespTGkp01e8oHZhGuBh4DjJe1A+jYwjjRGzHVUdKEboBNJ3zw/LOnNpDGBamMXbUh6pHheOzY8SHXzbdKtrsnA/ZJmkM6hA0mdeF9Pa2PpEBG3SHqIdPtsOHBtDmrqnUMKpH4hqTa21CRSy9kPSP0Lm9ne7ZJ+RvqmeIekm0kXwQNIHanLWrY+TBoe4XPAkZJ+Qepztjmp4+WbSS0r80i3MW8CevJ76WFSZ/x9ct4Z+dZXfwbjXDoc+JCk2aT31CJSC9sBpBaIcwp555A+JD6ev2XW+tx9LSKWSPrvXOZfK40pN4L07XZMLvuetKaVsnVSn8dlgOs8nNTaeaFS37bbSbeJxpLek39H6iRc9j7pV0Qs4KXjHA7EcNL74TOS7iA9SLWIVN9vIz29/gzpoYe2aeH6gaT30dvSXrsTckAhQPlNRJy5+pJNeTvwZUm3koaseYpUX1NJ18QvFcrc6rV6gaTDSde5mZJ+BPyKNEbcG0nXrAkDLHczzia1nk0lfVZcT3oI52BSX7GzIqKlh5zqRcRFSmOyfRD4g6QbSP04x5D2bTfSoL59n0/Rz2OG0fuYZfSTp4fmhmkYS/oQvYXUR2IFaYyeHwHvLFnvNqQg5s/0Pn57VCF9nXwQ7iRdWJ4lPYH3IWCdBmU9khQI/ZXUIf0S0ofT/cDiurx7UPJIcF2eLUnfUh4jtcDNJQ22Nqx+/3P+U2n8aP5R9fvYSllKlhlFClp/n4/1YlKn39UeyS3UY0+z68/LzCo7P9pdNzn/SNKFdV7evx7SwJpb5GP1w1b2Ja+zNmREAAf2kW9/UnP5X/JxvZH0xiutw0bHNtfRN0kXwRV5X6fRxzAlpIDhw6QnKGvjUD1C6nD/ceCVOd/wfC7+KKfXjuttpIvDiBaOS1vPJdK4Rd8gBdMLSe+lh0gXsr8ryT+ZFFAsK9TX+Jw2jDRcxgN5PU+SWti2ovdx/PGFdTU81gMpWx/72Or1oM9yNdhGX8dlQNsiBdGfJr1/l+X9n0f6EjkNWL/JsvXkbfQ75AktDNNAutZMJrU83E764v486b35K1IAPL6f7dXOi6Oa2Zc+1tPs9WN6IV/Za1aT21ut3khfnr5MuvY+Te+18QcUxoiqO36tXqu3J33JfYx0+/VPpKcOp9Xla7gvlL8X9yir97rlRubz8f58Lv6F9OT4Ya2+h2jw+ZXT9if9rNNTeR+fJN11OI2SYSLqX8orGfKUfmD0T6RHOfvqBGuDbCB1I2kfUsBzZkSc1M7ymZmZ1et4J/fBJulVuS9Gcd4w0i+bjyQ9CWIdMJC6kbR5ybxX0tt3wPVpZmaDbsi1YEn6AOmW0k2kAcbGkG7rvI503/6tkZ4GsUE2kLqRdDmpX9+tpKbwsaT782OA8yKirX0uzMzMynRkHKwOu510r3Y3egfRm0fqt/NFB1cdNZC6uYreTuGjSH2M5pKeImnLjy2bmZn1Z8i1YJmZmZm125Drg2VmZmbWbkPxFqENwCabbBLjx4/vdDHMzDrurrvuWhARr+o/pw1lDrCsKePHj+fOO+/sdDHMzDpO0sOdLoN1P98iNDMzM6uYAywzMzOzijnAMjMzM6uYAywzMzOzijnAMjMzM6uYA6wuIWkPSVHyWlyXb7SkCyQtkPSMpJsk7VCyvpGSviTpCUnLJc2RtNug7ZCZmdkQ5mEaus9HgV8W/l9Z+0OSgBnABOAjwCLgJGCmpB0j4tHCchcC+wEnAH8EPgTcIGmXiLi3rXtgZmY2xDnA6j4PRsRtDdKmALsCe0XETABJc0i/1/cpUnCGpInA4cAxEfGtPG826Tf6PpfXY2ZmZm3iW4RrlinA47XgCiAilgDXAlPr8j0PXFHItxK4HNhX0rqDU1wzM7OhyS1Y3edSSZsAi4EbgBMj4pGctj1wf8kyc4F/kbRBRCzL+eZFxLMl+UYA2+S/B8X4E69rKl/Pmfu1uSRmZmaDwwFW91gC/BcwG1gK7AR8GpgjaaeIeAoYA/SULLswT0cDy3K+RX3kG1Ndsc3MzKyeA6wuERH3APcUZs2W9DPgDlLfqpMBAVGyuEr+byZfb4I0DZjWKH3cuHGNkszMzKyOA6wuFhF3S/od8OY8ayHlrU+j83RRIV9ZRDS6kF6/rfOB8xuVZdKkSWUBm5mZmZVwJ/fuV2yNmkvqX1VvO+CR3P+qlm+CpPVK8j0HPNSOgpqZmVniAKuLSZoEvA64Pc+aAWwhafdCno2AA3IahXzDgYML+YYBhwI3RsSKNhfdzMxsSPMtwi4h6VLSeFZ3k54g3Ik0iOhjwNdythnAHOASSSfQO9CogLNq64qIeyVdAZwjaXhe73GkAUqPGIz9MTMzG8ocYHWP+4HDSCO0rwc8CVwFfCYiFgBExCpJ+wNnA+cCI0kB154RMb9ufUcDpwOnAaOA+4DJEXF3+3fFzMxsaHOA1SUi4gzgjCbyLQSOya++8i0Hjs8vMzMzG0Tug2VmZmZWMQdYZmZmZhVzgGVmZmZWMQdYZmZmZhVzgGVmZmZWMQdYZmZmZhVzgGVmZmZWMQdYZmZmZhVzgGVmZmZWMQdYZmZmZhVzgGVmZmZWMQdYZmZmZhVzgGVmZmZWMQdYZmZmZhVzgGVmZmZWMQdYZmZmZhVzgGVmZmZWMQdYZmZmZhVzgGVmZmZWMQdYZmZmZhVzgGVmZmZWMQdYZmZmZhVzgGVmZmZWMQdYZmZmZhVzgGVmZmZWMQdYZmZmZhVzgGVmZmZWMQdYZmZmZhVzgGVmZmZWMQdYXUrSjyWFpNPq5o+WdIGkBZKekXSTpB1Klh8p6UuSnpC0XNIcSbsN3h6YmZkNXQ6wupCkw4CJJfMFzAAmAx8BDgSGAzMlja3LfiFwLHAKsD/wBHCDpB3bV3IzMzMDB1hdR9Io4CvA8SXJU4BdgSMj4rsR8eM8bx3gU4V1TAQOBz4REd+MiJ8ChwCPAJ9r7x6YmZmZA6zucxYwNyK+W5I2BXg8ImbWZkTEEuBaYGpdvueBKwr5VgKXA/tKWrcdBTczM7PEAVYXkbQr8C/ABxtk2R64v2T+XGCcpA0K+eZFxLMl+UYA21RQXDMzM2vAAVaXkDQcOA84OyJ+2yDbGGBRyfyFeTq6yXxjBlpOMzMz69+wThfAXvTvwN8Ap/eRR0A0mD+QfL0J0jRgWqP0cePG9VEsMzMzK3KA1QUkjQP+A3gfsG5dH6l1c8f3v5BaoMpan2otV7VWq4VAWUQ0upD+EhFxPnB+ozJOmjSpLGAzMzOzEr5F2B22BkYCl5CCpNoL4JP57x1Ifai2L1l+O+CRiFiW/58LTJC0Xkm+54CHKi29mZmZvYQDrO5wL7BnyQtS0LUnKSiaAWwhaffagpI2Ag7IaTUzSONjHVzINww4FLgxIla0a0fMzMzMtwi7QkQsBmbVz0/jivJwRMzK/88A5gCXSDqB1LJ1Eqlv1VmF9d0r6QrgnNx5fh5wHDABOKKNu2JmZma4BWuNEhGrSKOy/wQ4F7gaeAHYMyLm12U/GvgWcBpwHbAlMDki7h68EpuZmQ1NbsHqYhGx2lN/EbEQOCa/+lp2OWk0+LIR4c3MzKyN3IJlZmZmVjEHWGZmZmYVc4BlZmZmVjEHWGZmZmYVc4BlZmZmVjEHWGZmZmYVc4BlZmZmVjEHWGZmZmYVc4BlZmZmVjEHWGZmZmYVc4BlZmZmVjEHWGZmZmYVc4BlZmZmVjEHWGZmZmYVc4BlZmZmVjEHWGZmZmYVc4BlZmZmVjEHWGZmZmYVc4BlZmZmVjEHWGZmZmYVc4BlZmZmVjEHWGZmZmYVc4BlZmZmVjEHWGZmZmYVc4BlZmZmVjEHWGZmZmYVc4BlZmZmVjEHWGZmZmYVc4BlZmZmVjEHWF1C0r6Sbpb0pKQVkh6V9D1J29XlGy3pAkkLJD0j6SZJO5Ssb6SkL0l6QtJySXMk7TZ4e2RmZjZ0OcDqHmOAu4APA+8ATgK2B26TtBWAJAEzgMnAR4ADgeHATElj69Z3IXAscAqwP/AEcIOkHdu+J2ZmZkPcsE4XwJKI+C7w3eI8SXcAvwEOAv4LmALsCuwVETNznjnAPOBTwEfzvInA4cAxEfGtPG82MBf4XF6PmZmZtYlbsLrbn/P0+TydAjxeC64AImIJcC0wtbDclLzMFYV8K4HLgX0lrdvOQpuZmQ11DrC6jKRXSBoh6bXAecCTpMAI0i3D+0sWmwuMk7RBId+8iHi2JN8IYJvqS25mZmY1DrC6z+3ACuB3wBtJtwOfymljgEUlyyzM09FN5htTTVHNzMysjPtgdZ8jgY2ArYFPAj+RtGtE9AAComQZlfzfTL7eBGkaMK1R+rhx4/outZmZmb3IAVaXiYgH85+3S/oR0AOcCHyA1AJV1vpUa7mqtVotBMoiotGF9Prtng+c36hckyZNKgvYzMzMrIRvEXaxiFgMPERvn6m5pP5V9bYDHomIZYV8EyStV5LvubxOMzMzaxMHWF1M0qbAtsAf8qwZwBaSdi/k2Qg4IKdRyDccOLiQbxhwKHBjRKxoc9HNzMyGNN8i7BKSrgbuBn4FLAVeB3wCWEkaAwtS4DQHuETSCaRbgieR+ladVVtXRNwr6QrgHEnDSeNkHQdMAI4YlB0yMzMbwhxgdY/bgEOAfyMNpTAfmAWckTu4ExGrJO0PnA2cC4wkBVx7RsT8uvUdDZwOnAaMAu4DJkfE3e3eETMzs6HOAVaXiIgvAl9sIt9C4Jj86ivfcuD4/DIzM7NB5D5YZmZmZhVzgGVmZmZWMQdYZmZmZhVzgGVmZmZWMQdYZmZmZhVzgGVmZmZWMQdYZmZmZhVzgGVmZmZWMQdYZmZmZhVzgGVmZmZWMQdYZmZmZhVzgGVmZmZWMQdYZmZmZhVzgGVmZmZWMQdYZmZmZhVzgGVmZmZWMQdYZmZmZhVzgGVmZmZWMQdYZmZmZhVzgGVmZmZWMQdYZmZmZhVzgGVmZmZWMQdYZmZmZhUb1ukCmHWD8Sde11S+njP3a3NJzMxsbeAWLDMzM7OKOcAyMzMzq5gDLDMzM7OKOcAyMzMzq5gDLDMzM7OKOcDqEpIOknSlpIclLZf0W0lnSNqwLt9oSRdIWiDpGUk3SdqhZH0jJX1J0hN5fXMk7TZ4e2RmZjZ0OcDqHp8EXgA+DUwGvgEcB/xE0joAkgTMyOkfAQ4EhgMzJY2tW9+FwLHAKcD+wBPADZJ2bPuemJmZDXEeB6t7HBARTxf+ny1pIXAxsAdwMzAF2BXYKyJmAkiaA8wDPgV8NM+bCBwOHBMR38rzZgNzgc/l9ZiZmVmbuAWrS9QFVzW/zNMt8nQK8HgtuMrLLQGuBaYWlpsCPA9cUci3Ergc2FfSuhUW3czMzOo4wOpuu+fpg3m6PXB/Sb65wDhJGxTyzYuIZ0vyjQC2qbqgZmZm1ssBVpeStAXpdt5NEXFnnj0GWFSSfWGejm4y35iqymlmZmarcx+sLpRboq4BVgJHF5OAKFuk5P9m8hW3OQ2Y1ih93LhxjZLMzMysjgOsLiNpJOlJwa2B3SPi0ULyQspbn2otV4sK+coiotGF9JeIiPOB8xuVa9KkSWUBW0f4h5nNzKzb+RZhF5E0HLgSeAvwjxHx67osc0n9q+ptBzwSEcsK+SZIWq8k33PAQ9WV2szMzOo5wOoSeayrS4G9gakRcVtJthnAFpJ2Lyy3EXBATivmGw4cXMg3DDgUuDEiVlS/B2ZmZlbjW4Td4+ukgOh04BlJOxfSHs23CmcAc4BLJJ1AuiV4Eqlv1Vm1zBFxr6QrgHNyq9g80qClE4AjBmNnzMzMhjK3YHWPd+bpf5CCqOLrfQARsYo0KvtPgHOBq0mjv+8ZEfPr1nc08C3gNOA6YEtgckTc3d7dMDMzM7dgdYmIGN9kvoXAMfnVV77lwPH5ZWZmZoPILVhmZmZmFXOAZWZmZlYxB1hmZmZmFXOAZWZmZlYxB1hmZmZmFXOAZWZmZlYxB1hmZmZmFXOAZWZmZlYxB1hmZmZmFXOAZWZmZlYxB1hmZmZmFXOAZWZmZlYxB1hmZmZmFXOAZWZmZlYxB1hmZmZmFXOAZWZmZlaxYZ0ugFnN+BOv63QRzMzMKuEWLDMzM7OKOcAyMzMzq5gDLDMzM7OKOcAyMzMzq5gDLDMzM7OKOcAyMzMzq5gDLDMzM7OKOcAyMzMzq5gDLDMzM7OKeSR3sw5qdvT6njP3a3NJzMysSm7BMjMzM6uYAywzMzOzijnA6hKSxkr6mqQ5kp6VFJLGl+QbLekCSQskPSPpJkk7lOQbKelLkp6QtDyvd7dB2RkzM7MhzgFW99gGOARYBPy8LIMkATOAycBHgAOB4cBMSWPrsl8IHAucAuwPPAHcIGnHdhTezMzMermTe/f4WURsCiDpfcA7SvJMAXYF9oqImTnvHGAe8Cngo3neROBw4JiI+FaeNxuYC3wur8fMzMzaxC1YXSIiVjWRbQrweC24ysstAa4Fptblex64opBvJXA5sK+kdSsptJmZmZVygLVm2R64v2T+XGCcpA0K+eZFxLMl+UaQbkeamZlZmzjAWrOMIfXRqrcwT0c3mW9MxeUyMzOzAvfBWrMIiAbzB5KvN0GaBkxrlD5u3LhmymdmZmY4wFrTLKS89anWcrWokK8sIhpdSH+JiDgfOL/RhidNmlQWsJmZmVkJ3yJcs8wl9a+qtx3wSEQsK+SbIGm9knzPAQ+1r4hmZmbmFqw1ywzgaEm7R8RsAEkbAQcAl9Xl+yxwMHBxzjcMOBS4MSJWDGqpO6TZ3/kzMzOrmgOsLiLpoPzn3+fpOyU9DTydA6oZwBzgEkknkG4JnkTqW3VWbT0Rca+kK4BzJA0njZN1HDABOGJQdsbMzGwIc4DVXb5f9/+5eTob2CMiVknaHzg7p40kBVx7RsT8umWPBk4HTgNGAfcBkyPi7jaV3czMzDIHWF0kIho+5VfIsxA4Jr/6yrccOD6/zMzMbBC5k7uZmZlZxRxgmZmZmVXMAZaZmZlZxRxgmZmZmVXMAZaZmZlZxRxgmZmZmVXMAZaZmZlZxRxgmZmZmVXMA42ataDZ3zfsOXO/NpfEzMy6mVuwzMzMzCrmAMvMzMysYg6wzMzMzCrmAMvMzMysYg6wzMzMzCrmAMvMzMysYg6wzMzMzCrmAMvMzMysYg6wzMzMzCrmAMvMzMysYg6wzMzMzCrmAMvMzMysYg6wzMzMzCrmAMvMzMysYg6wzMzMzCrmAMvMzMysYsM6XQCztdH4E6/rdBHMzKyD3IJlZmZmVjEHWGZmZmYVc4BlZmZmVjEHWGsxSVtK+oGkJZKWSrpK0rhOl8vMzGxt5wBrLSVpPeBmYFvgvcCRwGuBmZLW72TZzMzM1nZ+inDtdSywNfD6iHgIQNKvgN8D7we+3MGymZmZrdXcgrX2mgLcVguuACJiHnALMLVjpTIzMxsCHGCtvbYH7i+ZPxfYbpDLYmZmNqQ4wFp7jQEWlcxfCIwe5LKYmZkNKe6DtXaLknkqyyhpGjCtj3Utk/TbAZZjE2DBAJc1QF9sy2pdL93HddKd6utlq04VxNYcDrDWXotIrVj1RlPSshUR5wPnt6Mgku6MiEntWLcNnOul+7hOupPrxQbCtwjXXnNJ/bDqbQc8MMhlMTMzG1IcYK29ZgA7S9q6NkPSeOBtOc3MzMzaxAHW2uubQA9wjaSpkqYA1wDzgfM6WTAzM7O1nQOstVREPAPsBfwO+A5wKTAP2CsilnWybGZmZms7d3Jfi0XEI8CBnS6HmZnZUOMWLDMzM7OKOcCywdCW4R/sZXO9dB/XSXdyvVjLFFE2FqWZmZmZDZRbsMzMzMwq5gDLzMzMrGIOsKwtJG0p6QeSlkhaKukqSeM6Xa6hQtJYSV+TNEfSs5IiDzRbn2+0pAskLZD0jKSbJO3QgSKv9SQdJOlKSQ9LWi7pt5LOkLRhXT7XySCStK+kmyU9KWmFpEclfU/SdnX5XC/WEgdYVjlJ6wE3A9sC7wWOBF4LzJS0fifLNoRsAxxC+t3Jn5dlkCTSqP6TgY+QhvQYTqqnsYNUzqHkk8ALwKdJx/wbwHHATyStA66TDhkD3AV8GHgHcBLpZ8Zuk7QVuF5sYNzJ3Son6WPAl4HXR8RDed4E4PfApyLiy50s31AgaZ2IWJX/fh9pZP8JEdFTyDMV+CFp8NmZed7GpAFpL4mIjw52uddmkl4VEU/XzfsX4GJg74i42XXSHSS9HvgN8MmI+C/Xiw2EW7CsHaYAt9WCK4CImAfcAkztWKmGkFpw1Y8pwOO1D4y83BLgWlxPlasPrrJf5ukWeeo66Q5/ztPn89T1Yi1zgGXtsD1wf8n8ucB2JfOtM/qqp3GSNhjk8gxFu+fpg3nqOukQSa+QNELSa0m/1/okcHlOdr1YyxxgWTuMIfX9qbcQGD3IZbHG+qoncF21laQtgM8BN0XEnXm266RzbgdWkH6/9Y2k24FP5TTXi7XMAZa1S1nnPg16KawvwvXUEbnF4xpgJXB0MQnXSaccCewMHA4sJT18MD6nuV6sZQ6wrB0Wkb7x1RtN+bdA64yFNK4ncF21haSRpCfStgb2jYhHC8mukw6JiAcj4vaI+C6wN7ABcGJOdr1YyxxgWTvMJfVZqLcd8MAgl8Ua66ueHomIZYNcnrWepOHAlcBbgH+MiF/XZXGddIGIWAw8RBruBFwvNgAOsKwdZgA7S9q6NiM3tb8tp1l3mAFsIanW0RpJGwEH4HqqXB7r6lJS68jUiLitJJvrpAtI2pQ0jt8f8izXi7XM42BZ5fJgovcBy4GTSX0XPg9sCLzR3/YGh6SD8p97Ax8APgg8DTwdEbPzB/4vgC2BE0i3OU4idfCdGBHzB7/Uay9J3yDVw+nA/9UlPxoRj7pOBp+kq4G7gV+R+l69DvgE8LfAWyLid64XGwgHWNYW+WdxvgLsQ+oI+lPg48WBLq29JDV6c8+OiD1ynjHA2cC7gJHAHOD4iLhvMMo4lEjqAbZqkPzZiDg153OdDCJJ/0761YPXACOA+cAs4Iy6gXldL9YSB1hmZmZmFXMfLDMzM7OKOcAyMzMzq5gDLDMzM7OKOcAyMzMzq5gDLDMzM7OKOcAyMzMzq5gDLLO1lKTxkkLS9E6X5eWQdGrejz06XRYzs2Y5wDIzMzOrmAMsM+t2/wO8Abij0wUxM2vWsE4XwMysLxGxAFjQ6XKYmbXCLVhmQ5CkzSR9XVKPpOckPS3pKkl/3yD/xpLOkfSopL9K+o2k4yVt3aifl6TXSbpS0iJJz0i6VdJ+ko7KyxzVZFlL+2DlebMkbSLpfElPSFohaa6kowdwTMZK+m9Jv8/7uFDSHZL+syTvvpJuyfu1UNIPJW0raXou1/i6/FMk/bRQxsclzZb0wVbLaWZrBrdgmQ0xkiYAvwA2B24GvgtsCRwM7CfpwIj4v0L+kTnfm4B7gEuBjYH/AP6hwTa2BW4BxgDXAb8CtgauBq6vcHdG5e08B/yA9CO8BwEXSVoVERc3sxJJk4Abcnl/BlwFrAdsB5wKfL6Q91DgMmAF8D3gCeCtpB//Xe2HfyVNA84DngSuJbXGvRp4I3A0cG5Le2xmawQHWGZDz/+SgquTI+L02kxJ55KCi4slbRURy3LSCaTg6nLg8Mi/EC/pdODuBtv4OilY+WBEfKOwjXdSbYA1EbgQeH9EvJC38RVSQPfvQL8BlqQRwPdzeY+IiMvq0rcs/L0h6fitBHaJiPsKaWfmbdZ7PykAnBgRT9Wte5Mm9tHM1kC+RWg2hEgaC7wDeAQ4q5gWEbeSWrPGAO8uJL0XWAWcVAuucv75wDkl29gS2At4iNRyU9zGj4CbKtiVmmeB42vBVd7GA6RWrTfkgKg/BwDjgRn1wVVe3/zCv1NJrWaXFoOr7DRgcYNtrASeL1m3+5aZraUcYJkNLTvl6c8jYrUPfNKtwBfzSdoIeA3wWET0lOT/Rcm8HfN0TkSsanKZgfp9RCwtmV8LikY1sY6d8/RHTeStHb/V9iG3+N1bssylpNuNcyV9RdK7JL2qiW2Z2RrMAZbZ0LJxnj7RIL02f1SebpSnf2qQv2z+xn2k9TV/IBY3mL8yT1/RxDpG5eljTeRted8i4sukVsBHgI+S+qH9SdLM3PfLzNZCDrDMhpYlefq3DdI3q8tXax3atEH+svkDWaaTFufpFk3kHdC+RcS3I2Jn4JXAfqR+Y7sBN0h6dfNFNbM1hQMss6HlnjzdVVLZQy575undAPn22x+BLeqHHqitp49t7CKp7BpTtkwn3Zan72wi74vHrz5B0gb03h4tFRGLI+L6iDgWmE7q71b6JKaZrdkcYJkNIRHxKPATUqfujxfTJP0/4HBgEek2Vs23SdeKMySpkH/L+nXkbcwHZgHbkJ6gK25jMvD2l7sfFbsW6AGmSDqsPlFSsWXrGlLr3hGSJtZlPZmSPl+SJjcIZmstV88OoMxm1uU8TIPZ0PMB0lN2X5L0DuBOesfBWgUcHRF/KeQ/C3gX8B7g9ZJuJPVFOoQ0rMO78nJFH8rbOFfSP9I7DtaBpCBlaskyHRERz0k6GLgRuEzS+0mtWiNJP9GzN/laGRFL8+CglwC3SiqOgzURmA3szkv37XLgr5J+QQrkRGq1ejNwF9U+VWlmXcItWGZDTET8EZhEGs/p9cAnSbfHfgy8LSKuqcu/nHTr8GukvlufyP9/ATgjZ1tat8wDwC6klrB/ILV0jQf+id4n8Mqe/uuIiLiTdHvvG8BWwPHAkaQWqc/U5b2M1I/qPuBQ4DhSq9YuQG3ssOK+nUgahPRNwAdJg4sOJ42ZtWeDpznNbA2nwrA2ZmYtkXQscD7wgYg4r7/8eZlLSbcit42I37azfINJ0itI/dXWjYhGDxGY2RDhFiwz65ekzUvmbQn8J2lIhP+rS1tH0mpBhqS9Sa0+D6ypwZWkUZLWq5snUh+scaSf2TGzIc59sMysGVdKGk7qM7SYdLtvf9IAmidFRP0YUiOA+ZJmAr8hBWHbA/uQfjbmQ4NT7LbYGbgi90XrATbI83YkDXB6aqcKZmbdw7cIzaxfuWP3kcBrSR3cl5GGLPifiFitxSbfLjuH9JM5Y0mB2AJSp/gzI+Ke+mXWFPnHsk8D3ga8ivRF9VFSK94XIqLKgVTNbA3lAMvMzMysYu6DZWZmZlYxB1hmZmZmFXOAZWZmZlYxB1hmZmZmFXOAZWZmZlYxB1hmZmZmFfv/6T3Zq2Po+ogAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.xlabel(\"logg in cgs\")\n", + "plt.title(\"Histogram of logg values of stars in the MIST v1 isochrone\")\n", + "plt.hist(np.array([x for x in iso2.points['logg'] if np.isfinite(x)]), np.arange(0, 30, 1))" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2.1703298385098044" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median(iso2.points['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2.6426943829275906" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(iso2.points['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "from spisea import imf\n", + "from spisea.imf import imf, multiplicity\n", + "from spisea import ifmr\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Make the clusters corresponding to the binary star isochrone and the MISTv.1 isochrone. Here I test the ability of BPASS to use initial mass and separation to match primary secondary pairs.\n", + "\n", + "Note that I use the Spera 15 IFMR." + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/u/ryotainagaki/Desktop/PyPopStar/spisea/synthetic.py:801: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify 'dtype=object' when creating the ndarray.\n", + " compMass = np.array([compMass[x] for x in indices])\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Creating Interpolator for: Teff\n", + "Creating Interpolator for: L\n", + "Creating Interpolator for: logg\n", + "Creating Interpolator for: isWR\n", + "Creating Interpolator for: mass_current\n", + "Creating Interpolator for: phase\n", + "Creating Interpolator for: m_ubv_U\n", + "Creating Interpolator for: m_ubv_V\n", + "Creating Interpolator for: m_ubv_B\n", + "Creating Interpolator for: m_ubv_R\n", + "Creating Interpolator for: m_ubv_I\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/table/table.py:3197: FutureWarning: elementwise == comparison failed and returning scalar instead; this will raise an error or perform elementwise comparison in the future.\n", + " result = self.as_array() == other\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 51 companions out of stellar mass range\n" + ] + } + ], + "source": [ + "clus_1=synthetic.Cluster_w_Binaries(iso1,\n", + " imf.IMFSalpeter1955(multiplicity=\n", + " multiplicity.MultiplicityResolvedDK()),\n", + " 2000, ifmr=ifmr.IFMR_Spera15())\n", + "clus_2=synthetic.ResolvedCluster(iso2,\n", + " imf.IMFSalpeter1955(multiplicity=\n", + " multiplicity.MultiplicityResolvedDK()),\n", + " 2000, ifmr=ifmr.IFMR_Spera15())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now let's visualize the isochrone we have created so far with a color magnitude diagram. There we can see the end of main sequence.\n", + "\n", + "**Remember to apply the distance modulus. (Dist to cluster=100 pc)**" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Taking a look at the BPASS Cluster vs MIST cluster Observer's HR Diagram\n", + "# Remember to use a distance modulus!\n", + "import matplotlib.pyplot as plt\n", + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(iso1.primaries['m_ubv_B'] - iso1.primaries[\"m_ubv_V\"],\n", + " iso1.primaries[\"m_ubv_V\"] - 5 * np.log10(100 / 10), \"r.\")\n", + "plt.plot(iso1.secondaries['m_ubv_B'] - iso1.secondaries[\"m_ubv_V\"],\n", + " iso1.secondaries[\"m_ubv_V\"] - 5 * np.log10(100 / 10), \"r.\")\n", + "plt.plot(iso1.singles['m_ubv_B'] - iso1.singles[\"m_ubv_V\"], iso1.singles[\"m_ubv_V\"] -\n", + " 5 * np.log10(100 / 10),\n", + " \"r.\", label=\"BPASS isochrone\")\n", + "plt.plot(iso2.points['m_ubv_B']-iso2.points[\"m_ubv_V\"], iso2.points[\"m_ubv_V\"] -\n", + " 5 * np.log10(100 / 10), \"b+\", label=\"MISTv1\", alpha = 0.2)\n", + "plt.xlabel(\"B-V\")\n", + "plt.ylabel(\"M_V\")\n", + "plt.title(\"Color magnitude Diagram of Isochrones at solar metallicity\\n\" +\n", + " \" and 1 billion years age\")\n", + "plt.gca().invert_yaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We do have several outliers but otherwise the pattern does not seem too terribly off from the MISTv.1 isochrone's shape. Now I look at the primary stars and see if there are any problems caused." + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Taking a look at the BPASS Cluster vs cluster Observer's HR Diagram\n", + "# Remember to use a distance modulus!\n", + "import matplotlib.pyplot as plt\n", + "plt.plot(iso1.primaries['m_ubv_B']-iso1.primaries[\"m_ubv_V\"],\n", + " iso1.primaries[\"m_ubv_V\"]-5*np.log10(100/10), \"r+\",\n", + " label=\"BPASS isochrone\", alpha =0.7)\n", + "plt.xlabel(\"B-V\")\n", + "plt.ylabel(\"M_V\")\n", + "plt.title(\"Color magnitude Diagram of Isochrone at solar metallicity\\n\" +\n", + " \" and 1 billion years age (Primary stars only)\")\n", + "plt.gca().invert_yaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Color magnitude Diagram of secondary stars in the BPASS isochorne\n", + "import matplotlib.pyplot as plt\n", + "plt.plot(iso1.secondaries['m_ubv_B'] - iso1.secondaries[\"m_ubv_V\"],\n", + " iso1.secondaries[\"m_ubv_V\"] - 5 * np.log10(100/10), \"r+\", \n", + " label=\"BPASS isochrone secondaries\", alpha =0.7)\n", + "plt.xlabel(\"B-V\")\n", + "plt.ylabel(\"M_V\")\n", + "plt.title(\"Color magnitude Diagram of Isochrones at solar metallicity\\n\" +\n", + " \" and 1 billion years age (Secondary stars only)\")\n", + "plt.gca().invert_yaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(np.log10(iso1.primaries['Teff']),\n", + " np.log10(iso1.primaries[\"L\"]), \"r.\", alpha =0.3)\n", + "plt.plot(np.log10(iso1.secondaries['Teff']),\n", + " np.log10(iso1.secondaries[\"L\"]), \"r.\", alpha =0.3)\n", + "plt.plot(np.log10(iso1.singles['Teff']),\n", + " np.log10(iso1.singles[\"L\"]), \"r.\",\n", + " label=\"BPASS isochrone\", alpha =0.3)\n", + "plt.plot(np.log10(iso2.points['Teff']),\n", + " np.log10(iso2.points[\"L\"]), \"b+\",\n", + " label=\"MISTv1\", alpha =0.1)\n", + "plt.xlabel(\"log($T_{eff}$ in kelvin)\")\n", + "plt.ylabel(\"log(L in Watts)\")\n", + "plt.title(\"HR Diagram of Isochrones at solar metallicity and 1 billion years age\")\n", + "plt.gca().invert_xaxis()\n", + "plt.legend()\n", + "# Rough pattern seems to fit. What's that line?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A good sign here is that there are plenty of compact remnant (that means good number of stars have gone through their main-sequence and post-main sequence). I also notice stars turning to the red giant branch. This is going to be really important when we decide to use the clusters as reference for finding ages of actual star clusters." + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAs8AAAH3CAYAAABEs7LqAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Z1A+gAAAACXBIWXMAAAsTAAALEwEAmpwYAAC4FElEQVR4nOzdeXxU1f3/8ddJSMAdBBSiRVxQgsWF4BKtGle01rrQRati3aBurV/barHtV1vbUq39lqpVQasVtbXtD0XbuuAWtBIXgghCUFwQNUFZRFQgZDm/Pz5zM3cmM8lMMslMMu/n4xFm5s6dO2fuXGY+c+7nfI7z3iMiIiIiIu0ryHYDRERERER6CgXPIiIiIiIpUvAsIiIiIpIiBc8iIiIiIilS8CwiIiIikiIFzyIiIiIiKWo3eHbODXfOeefcX7qhPRLinLs2su8rst2W7uKcK3LO/cI5t8w5Vx95/adku10dpf8/+UXvd+Y55yoi+/TauOWVzjmfyrppPl+r7eaTbL7+jjx35P2ujFuW8LsznXVF2tIje55DX1DeOfe5c26bJOs559zboXUrurelPZdzbnlknw3v5qf+IfC/QC1wI/ALYGlbD3DO/SXS1u92ffMklyT6MpTs6o3BSCaC8t7KOXegc26Kc+4x59zKyH76INvtEulKfbLdgE5qBLYCzgCmJ7j/aGC3yHo9/bXmi68BnwPHeu83Z7sxItKjvAyUAqs7sY0JwJaZaU5e+A7wA6ABqAF27ObnLwU2dOLxtwAPACsy0xzJBz2y5zmkGlgJXJjk/guBeuDJbmuRdFYJsEaBs4iky3u/wXu/1Hvf4eDZe7/Ce9/m2S6J8RdgDLC1937f7n7yyPvd4cDXe786so3OBOCSZzoVPDvnhjrn/hQ5xb/ZObfKOfegc64syfrbOeemOuc+cM5tcs4tdc5d4ZzbrYN5go3A3cBY59x+cc81CDgFmAmsTdKeI51z051zS5xz651zG51zrzvnrnHO9Uuw/jbOuZ9H1lnvnPsskhby9/jX7Jz7unPuaedcXSR3t9Y5N8c5d3GarzEh59zRzrnHnXNrI/vyTefcb51z2yVZ/wDn3OxIm9c7555yzpV39SnWyHs+xTn3RqSdnzjnnnDOHRO33l8iuW67AruEUm2Wd+K5d4u8v29F3tu1zrlFzrnbnXMD49bt65z7iXNuoXNuQ2QfPe+c+1Yb2z8w8t5/GHmP6yL7OOFjIulGDzjnVkf2xTzn3NcSrPfdIA3FOXe8szzAT10oFzDV/RpZt+WUs3NuP+fcf5xz6yKvc45z7pAk7e3jnLvYOfdiZH9scM696py71DnX6rOjs8d85DX92Dn3jLPPiOAz5RHn3MGJ9lHk5hGh4yWlU+tdfWwkeL49I/8/50VeU71z7r1IG3ZOsH74PTsw8p6tdSmkUrnQ/2nn3BnOuepIu2udc//nnOsbWe+oyLG1PnL83Bv/2kPb3Nk5d4tz7p1I29dE3pcD4tZbDlwTufls+H3p6L5Ih2sjvcI5t71z7tfOPr83RP5PvRZpy1ah9Srj2vsX4NnIzWvijrUK59z3Itf/N0mbhjjnGpxzi1J8Dd91zs2M7OuNkffnBefcWUnWr4w8fx/n3NUuOl7kfefc9c654iSPOz1ybGx0zn0cef9LUmljmPd+gff+1Ux2eET+z/3KOfdu5LW87ex7udVrcZ1M3XJtfAe6NL5nO/o+JNjOA5HtHJ7k/m9E7r85bvn2zr4TaiLv6afOPo+PS7CNlD9rQ4/xkdc4xDl3p7PvvSYXSZd0zu3onLvR2XfSF86+Y95w9t2+W4qv/UiXRkwWecxQ59zdkWN4o3NugXPunBQ+C1LaV8l0OJXBObcr8F+sp/AZ4G/Al4BvAic658Z77/8dWr9fZL0xwKvA/cB2wE+BwzraDuBO4CfABcCloeXnAMXAHZH7ErkKGAnMBf4D9AMOBa4FKpxzx3jvmyLtd8DjwCFAVeR5GyOvuQJ4HusJxzk3EZiG9Yr/CzuFuAOwD3AucGsnXi/OuUnAbcAXwD+BjyNtuAo4yTl3qPd+XWj9w4DZQBH2Y+JtYDT2hfBMZ9rSTjv7Ay8Ao4BXgKnAIOBbwGzn3EXe+2mR1WcBy4HLI7enRi7XdfC5h0aec1vgUex198OC87OxU3VrIusWA08AR2D51X/CTtt+A/i7c24/7/3Vcdu/EHsPmoBHgGXYezwWuBj4R1yTdsFOKb8D3AtsD3wbeDhynD1La98AjgceA24Hhkeeuz+p79ewscCVRI/fYcB44OnIa3wj9PqKsGN3HPAG8FdgE3AkcDNwUGQ/Butn4pgvBX4NPIf9f/wk0savAyc4507y3j8eWXcBlg9/DfAe1vsVqGzrSbr62EjiNOB72P+5ucBmYG/ss+kk59xY7/2HCR5XDkzGPmvvwt7nVIOUy4ATsP9blcBxwP8A2zvnHsZOVf8HS3k7BDgrsv0Twhtxzo3BPj+2x/bFg5H1TgH+65w71Xv/aGT1qZHlRwD3YP+nM7UvOizyffUs9v+wGvu/WwDsie2T27HP00RmRS7PAeYQe3wtB+YB1wMXOOd+HXxnhJyHfdcm+j+ZyG3AEuz/QR0wEPgqcK9zbi/v/c+TPO6v2HfpY8D6yGOuxP4fnhte0Tn3P8D/YZ+vMyKX47D349MU29mV/gEcAPw/LB3kZOx7eaxz7uve+y4f0Jju92xIyu9DErdi3w2TsGMg3sTIZUuqqnNuF+y4HI7FIo9jKa1fAx53zk3y3t8R2kY6n7Vh2wMvYqmVDwLNwEfOuS2x76TdsTP9/wIc9v/tZOx9fCeF155yTBZ53TtE1h0eeS1zgSHYPpyd6Ak6sK8S8963+Rd5Ag/8JW75E5HlP41bfggWVK7BTuMEy38eWf9vgAst/xKwKtFzpNCm/0ZuP4W9+VuE1qkB3sTewPsi61fEbWe3cFtCy6+LrP/t0LLRkWUPJVi/ABgQul2NpYvskGDdQam8xsi618a3GzsY67H/lCPj1r81sv70uLYtiyw/IW7970WWJ9o3yyPLh6fa3gTtnxbZxrS493wE9gFdH7/9yPMuT/N5/hJ5nu+Gll0WWfaDBOtvFXesTI6s+yjQJ7R8h9B+OCS0fBT2gb4W2DvB9ndOcKx64Jq49cYFzxu3/LuR5c3A8Z3dr9gHftCG78Zta1Jk+a1Jjr2bgcLQ8kLgz5H7Ts7kMY/9mG61LrAzNoC0JsF9HqhM83jpymMjeL//ErfdnYC+CZ7vOOwH2G1xy8Pv2aQ0X1/w3n0KlIaW9wUWR55vDXBE6L4C7EvPA/uFlvcB3sJ+OB0R9zwlwIdYgNc3wfNXJGlfR/fFtXHLKwGf4rovRJZPTnR8Av06st3Q/bdE7v9a3HKHBQ1fANul+P7tnmBZMfA09rmzU6L9gP0f3D7uWH4rsk+HxB2j9djnV/hzogD7IenjX3+ax58HPujgY4PX8iax36n9sB/9Hjg7wfNVxi1LeAymui5pfs925H1oZz+8jv2fGxS3fFfse+GFBM/dDJwet7w/1tGwEdgxtLyjn7Ue+7HVJ+6+kyL3/SHJsbtNiq875Zgssjz4Lro+bvm+kfcv2edGyvsq2V+H0jacnVo7DkuwvyF8n/d+LhYgb4/1MATOiTR4so+0NLL++0R7GTvqDuyFfzPSvsOwXy93hp8rnvf+nST3B+0Zl+C+jQm20+y9/yRucSP2QRe/bmcGsoD1DhUDt/jWeXk/BT4DznaRU7PYj5k9gGe994/FrT8d+5DKuEjP5VnYL9T493wZcBP2OiZ0xfOHJHq/vvDeh5efh/0nu8J73xha72PsPy3Enr24CAsqrvPeL06w/UQjzd8DfhW33hPY/6EDk7T9YR/367+T+/UF7/1f4pbdhR2rLW1wlpJxKdaL/D8+9Es/cv2H2P46M25bnTrmvfefJlo3sj//HzDSOTcslW2lqCuOjYS89x967+sTLJ+NBbSJPmsAFvjEZxFScZP3vib0XPXA37Eg6T/e+zmh+5qxTgawL57AiVhv0s3h9SOPqcU+/4dgg7NT0ol90SHOUuoOwb4Yr0/wvKu995s6+TS3RS4nxS0/Dgt4/u69T6lH13v/doJlm7GzHn1Ivq+v8t6vDT3mC+wMbwF21ilwJvYZcbP3fnlo/Wbgx9j3dLZdF/5Ojbw/kyM3z+uG50/3ezYs1fehLbdhP3bPiVs+EftB1vKZ4JzbFzvTM9N7/0B4ZW8949dgPz7Gh5Z39LN2M/Cj8GdhnESfqZu9958lWT9+3ZRjsshZwTOwToL479bXsCA/Rkf2VTIdTdvYP3L5vPe+1ZcllgpwVmS9Gc65bbEP4PfD/1lD/tvBdgQewk4TX4jtsInYl/hf2nqQszy3HwCnYqfvtsEOzMBOoetLsA/fMyLd/g9H2j3Pt871uh/4PbDYOfd37FTfC977VXHPfwqwX9xjF3jvZ7XR7DGRy1bpFt77T5xzrwKHYz8eXiP6XrXax977ZufcXOy1Z9pI7PT2C+EPkpBngJ+F2pdpjwC/Af7knBuHnSl5AVgS/s/prMzhHsCHCT4kg3YS184gJyz+x0hbFvjWp3MB3sdOzSfycoJlndmv8+IXeO8bnHMfAQNCi/fEThUvA35mGUutbMRO/QVSOubb45w7FPs/WY717sbnCe5E50fFd+WxkVAk7etM7KzCvtj+LgytkiwVI9ExkKpW7zfWqwSRFLM4QapEOO84ODZ3SZQ7iJ3tADsWHk1wfyud2BcdFfx/fSISIGac936xc+457JT3lyKdQhA9xX57qtuKBC1XYUHyMGCLuFV2avUgk+j9DtoR/v8dfIfMiVsX7/07zrn3sZ7XbGrVNuwUeyNd950Rlu73bFiq70NbZgC/xY6f30NLx8l3sbPs4bTA4P/odkn+jw6OXIY/rzv6Wbs80nEQbw72+fGTSJrXo9hnarLvvYTSjMn2wv5vzEsSnP+X1h0bHdpXiXQ0eN4uclmX5P5gef/I5baRy4+SrJ9seUq895udczOAK5xz5Vg+4iNJ3mSg5UB8Butxex3rkVlFtOfsGuyXX/AcTc65o7AaxN8g2oPxmXPuHqwX8PPIuv/nnFuN5b5+H8vj9c65OcCPvffBf65TaP3L8h6iOXaJpLvvg/W7ZN+3Id12ZpT3/j3n3IHYKbnjiZ4Fed85d6P3/qZOtDO4nk5e5rokyxtJPnB3ZYJlndmvbbUhHLwEg8ZGEB38lcjWwZU0jvmknHOnYr0em7AUgrex093N2GnzIwj9n+yoLj42kvk/bJ/UYcH6h0R7ab5L8mAl0TGQqkQ9nY0p3FcUWhYcC99s57m2buf+sI7ui47qH7nMaB51ArdiAdUF2MDCIVgO6QLvfUo/gpwNrHoZC7Kex/I2P8VO+Q/Hvi8S/h/wifNvg/c0/P+7ve+ElWQ/eG7Vtsh38Bos0OtqHf6/n8b7kJT3/jPn3H3A95xzR3obE3MydpZnatyZkuD/6LGRv2Ra/o924rM24eeR9369s4GGv8CO+aCHeLVz7lbgV0k6WlukG5PRsdgm7X2VTEeD5+CDd0iS+4fGrbc+cpms/mMm6kLeAVyB/SLrR+K6z2EnY2/SPd7774bviAwoahU0RE4j/Q/wP865PbADbBJ2irs/oQFU3vsZWK97f+yU4anY6aYnnHOl3vuPI88b89wpCO/7VikDZGffJ5LuMZJxkVPW33bO9cF6uI7B8l3/6Jz7wnv/5w62c13kcifamcClkxKdvuqO/Ro89iHv/WltrhmSyjHfziauw3odx4bTDQCcc9Ow/28Z0YXHRiuRQS3fx74QDonvJXHOndFWU9t8IV0veG0ne+8f6ezGOrkvOmpd5DJZj22mPIh9YZ/vnPsl6Q8UBPsOGwicG59iFdk38Z0tHRG8pzuS+Dsk2fHenXYkrtfTOVeI7Zv1CR+RWel+z3aF27BxSZOwwa6tBgrGteEHoR/+7enoZ21babAfYMe+w8YFHQVcgnU4FmDj3tqSbkzWkdimI/sqoY6Wqns1cvmVyJdPvCMjl/PBfpVggyZ2conLLH2lg+1oETmt+jx2ynE5NoiwLXtELmcmuK/dL2nv/VuRL9gjsPzTk5Ost857/6j3/kIsjWR7OlddJNj3FfF3RIKW/bBfkzVx67fax5Hc1oRlyjLgDaxw/X7OuUSnqmKOka7kvW/03ld776/HcqTAev2JfHm/jR2bIxI8PFE7X4xcnkD36479uhQLOA6O9AakpRPH/B5Y6kT8h3kByT8jmkmxNydJWzN9bCSyG/ZZOztBsLhz5P5cFRzr6XxmBadpE70v2dgXwWsY5xKUWExRW68JsBQorIrNTtgAqguw74b703ieTn0vpSg4XlttL9Lz/aUMPU9nJHqth2E/Rl5NcF+mpfs9m3He+4VY6sOpzrmDsB/4z8V/PtKx/6Md+axNiTeLvfc3E+3dPSXFNkHqx/5S7IzVPi7xLNOJXkdH9lVCHfogifzCeBI7jXR5+L7Im/wdLC/nodBdMyLPN8WFkiidc1+K30YnTMR6u05LIbdteeSyIrww8uHRalCJc25X59zeCbYzADuVsDG07vFJflQEp5s6U4z9Puw0xmWR3u+w67AUmft8dEDOC1gAcKRzLj7Ym0jX5DsHA1zux05//DJ8n3Nud6z3qQEr25ZxzmrjJvrlGSwLvwd3YXlVv4v0bgTbGET01/JdofVvw07D/dw5NyrBc3eqVm1bumO/RgaD3Iz1rtzknIvPuQxqa44K3c7EMb8cGOFCtWYjnxXXYD0ZiawhzS/7Lj42ElkeufxK3Da2xs6Y5fLspw9jnx+XOOe+mmgFZ/XiwzPyrYlcJhpwtDxy2W37wntfjZWw2g/LJY7hnBvoktSQDWnrNYVNxwLtW7CBgn9NdbBUxPLIZUVcG8eRwsDUFN1P9DtkeOg5CoDfkRuTp/083DkQeX+mRG7e3Q3Pn+73bFe5DctFnol9DrXKnY+kxD0PnOacSziY0jk3OnLWJ7Cc9D9rk3LOfTlJx2iiz9RklkcuK+K2nTAmi3wX/h1L3/hZ3GP2JcGg+Q7uq4Q680H1PSww+52zwtLziNZ5bsZOO4U/NG7Afn2cDuzlnJuNvehvYfX5TqGTo3wjvc+pnkb/F1Y+5grn3Gjsl+YwrNbff2j9Ibkv8JBzrho75ViLJZefjOUIht/cB4BNzrn/YgeEw37pHIAN1GmvVzwp7/1y59zl2Mjr+c65f2B5QUdgyfBLCX1BRAYFXoDVMnzEORfUed4H+1X4GNaDmmzf3+ic+zzJff/r257Z6SfY677U2WQKzxKtR7wNcKn3/t32X3WHfAf7wp+Dvc+fYINWT8JK2EwNrXsjtg9OBl5zzj2KDcr7Jhb83eC9bxlw6b1f4mzij9uBV53VzF2GnVIci43EPpKu0x379TrsmP8eVtP0GSxndAcsF/pQbNT5ksj6mTjm/0B0n87EvrwOxT7M/4W9d/GeBk53zv0r8jyNWO9MovqogS47NhLx3q90zj2AffYtCH32HYv1Xi2g9cDhnBAZUHoalpv8H2cDjBdgX4Zfwt7f3bAfWsEX5LPY58kU59yXsf2L9/5XWdwXZ2Elqn7jnBsfue6wY/k4bODX8jYe/wZ2/J/unNuMpRR44F7v/XvBSt77Fc65/2B5n5BeygZY3vS5wD8j/wc+BL6M5eb/A6v/2ymR75CfYAPRXnU2wPdTLE+1P7AQ+35IiXNuJPaZFDbAxU569iOfXqWpGmzwcbjO8+7Yd3OXdLiEpfs924X+iX0u7oQVRXgwyXrfwfKF/+yc+z7wEnb2cGfsvfwy1u4gda4jn7VtOQb4v8jnw9LI8+yMvW/N2I+y9qQbk4Edd0cBV0Y6budin0XfwgYtnkLr2CbdfZWYb7/u3nBIXIMZe0Nvw8pwbcbe3FnAAUm21R8rpVWLfUktxcpeHRh5jqnttSeuTf9Ncf1kdZ6/hP0KDwasLMaKmfchrh5kZMf+BvvBsDLS/g+IBJ9x2/0e1uv+DvaFshY7EK4kxXqHke1cm6jdkfuOwwaTfBJpy1vYD5T+SbZ1EHa24LPI31ORAySoT7pf3PrLidZ1TPa3XwqvoT/2w2JZpJ3rIu04Lsn6y8lMneeDIsfma5H9vzGyj+4GvpxgG/2Aq7EfRhsj++i/wBltPG851iPwceT4r8V+pHwjlf8/Plpz0sct+2786+nMfqX9GrUJ9zkWXJyNBahrI6/xw8h+uRr4Uhcc89/FAqgvsM+Th7Aa69eS+P/wDtikBB9hPX5JX2d3HBvJ3m8s4P410ZrJ72NfzAOTHANtvmed+NxIemy19ZyR/fzbyD7YgKUjLMMGHZ1F67qvZxGtmerDry9T+yLd/RbZ/vVYILwJ+z+zINKWLdvabmT5Adj/hU+xL+Rk+/jkyH2vpPveRR5/CPbl/knoWDslnf2Q4vt9BpbCsQkLDO/Dancn3V6S5wja1dbf8BS3VRlZvy9Wfuxd7PPtHSIDxhI8Jua7uq3/A+msG7kv5e/Zjr4PKeyTP0Qe+7t21tsG+5yqxv5/bozsv/9gZ5m3StCmBaT+Wdtq34XuK8UGAs+LHEv12PfK/yNUBz+F15pyTBZ6zE5YoYVVkccswMYGfCPymMs7u68S/bnIhrLK2Wxt04Hv+Y7XNJUOcM69gAUT23mrRykiIh3krATWNcAF3sbFiHSYs6nHDwf28lbLX1LgnPs1FiAf721OhcxuvzuDZ+dcibfC+uFlX8J6c4div067upxQ3onkIxb7uBI6zuakvxt4zHufMJ9RRERSExm4tAxL5fuS974z41skzzkrqfkS8Lj3PhsD1HNekrhyNJbCsRmbkbOzkyC10t0DVWY6G71fjZ0yG47ls2yJ1UlW4Nw1hmG5TU9ip536YIXmv4K9Dz/MXtNERHo259yJ2MQaJ2GDpH6kwFk6yjl3EZaOcC6WInRNdluU0+Y5597CUsq+wMYxnIgNfP1eVwTO0P09zxdjOZQjsEEin2N5kbd475MlwksnRUYt/w4b7DAEyydbieU9/9onmA5WRERSExkcdw6We38X8DPfRbMZSu/nnFuOjbN6B8tx/2t2W5S7nHPXYGMChmO5zOuwknQ3eu8ru+x5cyHnWURERESkJ8iFeo4iIiIiIj1CLhfnl15q0KBBfvjw4dluhoiI9ALV1dWrvfeDs90OyR8KnqXbDR8+nHnz5mW7GSIi0gs4595rfy2RzFHahoiIiIhIihQ8i4iIiIikSMGziIiIiEiKFDyLiIiIiKRIwbOIiIiISIoUPIuIiIiIpEjBs4iIiIhIihQ8i4iIiIikSMGziIiIiEiKFDyLiIiIiKRIwbOIiIiISIoUPEvanHOPO+e8c+5X2W6LiIiISHdS8Cxpcc6dAeyb7XaIiIiIZIOCZ0mZc64/8Afgiiw3RURERCQrFDxLOm4AFnvv/5bthoiIiIhkg4JnSYlz7ivABODibLdFJKOuugpGjLBLERGRdvTJdgMk9znnioBpwI3e+zey3R6RjLnqKrjhBrseXF5/ffbaIyIiOU/Bs6TiKmAL4NeprOycmwhMTHb/sGHDMtQskU76619b31bwLCIibVDwLG1yzg0DfgpcAPR1zvUN3d03MojwM+99U7DQez8dmJ5sm2PHjvVd1FyR9AwaBB98EHtbRESkDcp5lvbsBvQD7gM+Cf0B/ChyfXR2mibSSQcf3PZtERGROAqepT0LgCMT/IEF1EcCb2WlZSKdNWECFBba9cJCuy0ZVVub7RaIiGSW0jakTd77dUBl/HLnHMB73vtW94n0GIsWQVMk46ipyW6Xl2e3Tb3I/Pnw8cewciWMGZPt1oiIZIZ6nkUkf/3xj23flg554gm7fOEFWLYMHnggu+0REckk9TxLh3jvXbbbINJp3rd9W1JWWwslJXb9jjts7OUrr8COO0JlJVRXw9Ch0XVERHoq9TyLSH6oqoIpU+wycPnlLVcdG7h4sLpIO6K2FhYutOvz58PcuXDnnfDaazBrFixfDuefDzNn2v0iIj2Zep5FpPerqoKjj4bNm6G4GJ5+2nKbJ0bKkc+cCbP7ULlqn+y2s4dauBD+9jfraV6/HjZutPTxd9+13d3UBG+8AUuWwJ57Zru1IiKdo55nEen9KistcG5qssvKyuh9EydGknSLstS4niVcPaO21tIxHn4YPvzQbq9cCV98AX0jFeELC6G+3v6WLYPBg7PTbhGRTFHwLCK9X0WFdYEWFtplRQUAzoFzDTjXADRQUxMsg4svzmaDc1NtLTz7rF2fP9+u19TAihXwzjvw3nuwdi00NsJnn8GmTbBqlfVEe2/rn3WWzYouItJTKXgWkd6vvNxSNa67LpqyAYwYvIo+NNKHxsiKDfTpAyNGwK23Zq+5uSbobV64MFpJ4+OPLaf5tdcsPeOTTyxQfvddC5Q//xwKCmLHYDY32+Vnn6n+s4j0XMp5FpH8UF7eqoZzeWE1DewOwHKG04dmdt5ZpZ7jLVxofw8/bD3N1dUwbx68/bb10m/cCBs2WLrGmjX2mI0boyW0wz7+2ErYPfQQXHJJ974OEZFMUPAsInlrzz2a+WDlcsCC5x22+oLdduubV4Pa5s9vewKT2loLlBcssLSMt96yoiXew0cfWbrG2rUWKG/cCJ9+ao/bsMHSN+LV19ugwnXruuLViIh0PQXPIpK3di3ZzJ4sBzzPUMHX934X9tyeXXfNdsu6z6OPJg6ea2uhrs5SMdavt57njRstj3nDBhsg2NBgy5yz4DnIdwZL40iksBC23Za82sci0rso51lE8tbAg0ZQUvARJdQBULLPYEpKYODALDesGy1YkHh5SYlNarJmjfUu94l0tTQ0WLBcXGy3m5uhXz+77lw0x7mwMPF2m5st+H733Yy9BBGRbqWeZxERfGjQYO83f77VXAZLw7jvPrs+alRsL/TKldabvHGj3f7iC7v0HnbYwVI03n8fttjClm+/vQ0GBCtVt2lT4ufv3189zyLSc6nnWUTy1uC5s9i1+S12ZTn92Miu7zzNrrvmVy3ijz9Oft+QIVZ5ZO+9YautrEfeOauiEeQ2b7lldGDgpk3RihqbNyfeZkGB3ZcsrUNEJNep51lE8taQpXPwWHmIftRTuuwRKD2XIUOy3LBuFPQqJ1JSYpdvvWUBb//+lqIxYID1Mm+9taV0DBtmvdKDB9sgQucsqE607eZm2GYb2GOPLnk5IiJdTsGziOSvtWtbrm7D5/D+ChsZN7R3T9Md1GMGS8EIrifqcS8pgUMOgcWLrXbzypUwblx0/YUL4YQTbKKUQw6xQLuhIXGZOrCAe7vtMv+aRES6i4JnEclbK489i5oZrwAwkDXUMBIeW47bd5+WXtfeaPDgaM7xlltGrydLVxkyBE4+2abXXroUSktt+dChFjiPHWspHSUl1qvc1BQdYBhv3bq2U0VERHKdgmcRyT9VVVBZyZDxx+KrX4XFr7MNn1LKUthieV6lbfTv3/46JSX2t88+8MorUFYWve/cc+2+iy+GSy+FBx6AI46w2tArV7beVkGBDSYUEempFDyLSH6pqoKjj7Yk3qI7YfevxN7/5hvZaVc3GjMmWlXjb3+Ds85K7XElJdGUjfAygNNOs8uyMpvafP58OOyw2EGEYD3SzuXXoEwR6V1UbUNE8ktlpQXOTU2UNLxH2Yj1lDGf7fmUMuZTdu6+vTplI166U5EfeWTi5cE+O/NMu1y1ylI44us9NzRY7eilS9N7XhGRXKGeZxHJLxUVNsPH5s3UFu1C3aizYd1uDF7sqL5wJpSdxtBa8iaA/upX01u/vf0SHkwYVOFoaIjeX6AuGxHp4RQ8i0j+Oeccu9z1UPjf31tPtN8d6ECycyR/moqK9Ltxc0Ciqbkztd3LL4ff/Q4WLYpW3+jXz0rYvfYafOc7XfPcIiJdScGziOSPIN+5vh4KCij52kpKGl4E38ydfJey350OX5sDJeXR9dsKjMP508XF8PTTPTKA7iqffGKVNcI5z599Zrv/nXey165eq6oKZsywkZpDhsD++1uOTC7+sOvhPzolvyl4FpH8UVlpkVtzMzQ3U/vIPOooA5oAT3XjvnD/UobuUk7JeykExqH8aTZvttsKBFoMGGCVNYqLbbeDpW0odaMLVFVZQnqwowNBeZNc+mGnH53Sw+kjTETyR0VFbOTmPRx+GPTpw9ZssC/yoA5bosA40faKi21UXHGx3ZYYu+1mf4Hhw20Xn3pq1prUOwXHa7zm5uTHb7ak8n9LJIep51lE8kNwmviKK+APf7BqG33XUvKbbwDf4IGroOz6w6A8MrtgaGBh0sC4vNx6zXT6OaGKCstt9t4mWGlstIlV+vWzlA7JoOB4TdTznGs/7FL5vyWSwxQ8i0jvF3+a+JZbYM0aavc+lrqlxVBdDTsfS3XxzlBtAV5JqoFxebmC5iRKSuCoo2xK7poaqKuLxkl77JHVpvU+5eXw7LM9I+dZPzqlh1PwLCK9X/xp4jVrYPJkSqqqKPnWV2DzZh5zP6PsshNiv8gVGGfMyJG226UL9aTjtSe1VSSOgmcR6f0SnSauqqL24l9RV783AN43Uf37Sphcbj3PeVLnuauNHg2DBsEBB8A3vxmtKz10aHbb1WMlqqjx6qt234QJdpmJHt1MVMNQRQ3ppRQ8i0jvF3+aGODooynZuJEgRn6McZQNXgFlWWpjLzd4sBV9kE5IVlEj8Oc/W45zY2PnqlhkohqGKmpIL6ZqGyKSH8rLYfJku4ykcdQylGrGUM0YPH2o3v5Yqquhtjbbje2dttkm2y3o4ZJV1Ag0NGSmikUmqmGooob0Yup5FpH8E0njKNn8MSUFq6G5mceajqfsD2fB156OTpIinbZoEbz8sl3fYgt49FG7fuCBSo1Jy/TpcO+9ba9TUGBlE5ubO1fFIhPVMMLbKCy0g+Ciiyy1RD3Q0sMpeBaR/HTOOdR+sR11G7aDhx7CA9X1X45OkqLALiOCnGeAv/1NOc8dMn06TJqU+L4+feCQQ+CFF6wmYEEBnH9+54LUTFTDCLYxY4alk8yaZcvvukuTCUmPp+BZRPJLKBezpLiYkqlT4d8Leaz+WMqKFsKZI0GBs+SSmTOT3+e9Fc4G63FubIRhwzofnGaiGkaQItXYGF3W0KDgWXo85TyLSH4J5WLW1g+kevYaqhv3tZ7nxn2pXrqVcp67yFZbZbsFPdT48YmXBxOgjB+fuzNdBukbgaKi3GqfSAeo51lE8ksoF7OkeA0lTS9D08s8xtGUNb0ML98G596W7Vb2ShowmIagzNvAgVaK7vDDYdUqK1syalTrCVBGj06cZpGsXFx3lZELJm+54QYbiVtRER08qN5n6aEUPItIfgnlc9bufSx1M54EVuBxVDMGVg1jaK0Gs3WFLbbIdgt6gHHjYlMdmpuj9xUVWf5wqkFnsnJx2Sgj98QTVmLv5Zetx7xvX5Wvkx5LaRsikn8iZetKvj6Wsh9WUNZ3MQ4o67uYsh9WKHDuIkFqriQwfTpstx3Mnm1BbXNzbOAMli88Y0brxwbB8M9/bpdVVbZ8xgzYtKl1ubiuKCNXVWXVNC66KPr8geD5gtfT3KzyddKjKXiWdjnnxjnnnnHOrXTO1TvnPnDO/cM5NyrbbRNJaPp068GbPr3N1Wprobq4nOrbXsYfcxzVt71MdXG5cp4z4E9/ar1s06bub0ePEFTTWL++Y49PFAxXVcHdd9uAQrB86CDXOEhdylSOdDB5y+23219kBs8WwfMVREKOIFdbuc/SQyltQ1KxPVAN3AqsAoYBPwFedM6N9t6/l83GicQIl/WaPdsuJ05MuGpJSSQ9o2wfHvsQys7tnibmg7/8BS65JLSPgU8/hTLN4NhaW9U0woqLo1NwhyWqyxxO/XAOzjsvmiKRiVJ0YfGTt8RX1Ag/38CBsbnaIj2Qgmdpl/f+b8Dfwsuccy8DS4FvAL/PRrtEEooPRGbOTBo819ZCXZ1d//RTqK6260OHKue5s1autMvwPv7sM+3jFlVV8JOfwDvvtL0jnLOA+Nxzk9duThYMhwPq+KA7E6XoAkHwHkwbXlAAK1bYawwH0AqWpZdQ8CwdtSZy2ZDVVojEGz8+2uMc3E4i3Cv6wAPqFe2sP/3JCiuAxWzf+AZ88gnsvDMceyxs2AA1NXa/c3kcPFdVwWGHWZoFwAcfRO8rKIAzzrDKGvvtB/37p9ZLGx+cZrp3ub3nvukmuPhie01NTXYG6J57NChQeiUFz5Iy51whUAjsAvwWWAk8kNVGicQLeplnzrTAOUmvM8T2ioJ6RTtrwACrpAbWCRlcD+o7f/FFdtqVcyoro4FzPO9h771h8uTOP0939vauWRN7OzwoUMGz9DIKniUdLwFB39xbwFHe+4/jV3LOTQSSRizDhg3rmtaJBCZObDNolq5RUQF77WXX77kHLrgAli6FtWttmQYMRtx7b/L74gfShes9P/aY/eI7/3w7vsP3xecRx9dxTreuc7rrh1M3mps1KFB6NQXPko6zgW2B3YAfAU86577ivV8eXsl7Px1IWuZg7NixvisbKZKqlrSNqioeeAnKTkO9ZBniXOtlLZXXli2DF5+H+tL82d9BMHrvvdHclbDCQjjpJLjyytgA+OijowFp4OWX4e23YepUG5znfWztZIit4zx1Klx+eep1nRPVgYa2g2kNCpQ8ouBZUua9Dz7xX3LOPQYsx6pufC9rjRLphNpaqHtiIUz8H2g8lerDH4Lp0xk6bh+lbXTAypXRuHDrre368uV2e8CAyErLlsGUKdC4EO5akh85seFgNFm6BsCBB8bui/j6yGH33x9b4SK+dnK4dN3Mma1L2bW1z+NL382YYacS2gu+NShQ8oTqPEuHeO/XYakbe2S5KSKmqsqCsvgJGtpQUgJlL99GWeNLbMenlDW+RNnLtylwzoAtt0xyR02NlVDzGZygI9eFg9FEktVbjq+PHLb77rG3g6ocFRWt6ziPH59eXef4x0O0/fX1cO21af0/E+lt1PMsHeKc2xEYCdyf7baIdHS64dpaqFs1DBij6bkzLCgx3EppKfTpA40ZmqAjl1VVwQ03wIsvRnuPCwtjg+hp05KnOIRTIdatg3//21I0Lr8cRo+2iUk2b7b9ef75saXs4ittjB6deg5zfKUOgLvuis56+NRT8Pzz+XHWQCQBBc/SLufcQ8B8YCGwHtgT+B+gEdV4llyQaIa1FL7US0qg5IcV8O9f8Fj98ZT1XQw/vAUUOHfIkCHRCe2amixOdi46YBCAESOsksSa5+HMXpzzXFUFRxxhOclhTU32o+G885LXbQ4L7g//OBw92pY/+2zygDhR6bp09nV4/aoqeyODN1eVNCTPKXiWVLwIfAv4IVAMvA9UAlPiBwuKZEWiGdZSUFsLdcXlcNvLfHr3F1Sf+20o3kc9zxlQWNjGnSNGwMkjYEy3Naf7VVa2DpwDmzfDsGGJq2AkqnKR7Mdhd+UYh2crhNgUEZE8pOBZ2uW9vx64PtvtEEmqgxNChKfnfmCJpufurPCAwT59kgwYzBcVFVBUlDyAvvdeWyeVqhgd/HGYMeHn79On7dkORfKAgmcR6R060AunSVKky5SXw5w5lvP86qvw3nux9y9b1rpHOVlVjO6cLTDZa8nm84vkGAXPIiKSEeGc58bGJDnPvdFVV8Ff/wqDBsHBB0d7ZcvL4aGHbJ2DDrL6zIEBA+x2YWG0TvPgwbbDCgps+YoVlsYRTtEIqsq0FcQmSv1ob9KTqiorSbdypb2R8T3LyX6cpjuZikgvoOBZRPJWS9oG8MDvP6Rs9gwLAkoUBHREOG2jqSlP0jauusp6lwE++AAWLIC777bBfOFg8vzzY4PnVatg1ixLg3DOfm3cf380ePYe7rjD6isH6RupVJVJNsFJW4+rqrLjPlw3+q672h8Q2MEqNyI9nYJnEclbLWkbCxfCP56i+u8PQdG/GfqPP1Ly9bHZbl6PE+55LizMg57n6dMtTzleokoUM2cm3kZjY2wlC++jJeG8j91WKlVlEq0TtCn+cUGv8YoVrXOzGxrSn0xF1TckTyh4FpG81dLzPPs/PNb0BWW8YvWHFz8JCp7TllcDBqdPh0mTEt/nvU1RHTZ+PMye3XrdoiK7DAevQW90UNYuGCCYysDBZOvELwv3GhcW2nOG21BUlPpkKtkayCiSJQqeRSRvtfQ8DzmRTwufpNofAH2KGLr3sSr13AUSTZTXYyXrSQ789Kexk59MnBh93H77wfr1dnvCBMs1njbNgm7nohOexOcSpzJwL9k68cumTImd9fDCC+0yWc5zvKDXeurU5JO8iPRSCp5FJG/FlKp7cnvKRm+OBAHqde6I9gYM9qrgOb4nuU+f2FrIq1fD1VfDFltEc4EnTowG0fHuust6fgsKYP/9Ww/QCw/Mmzy57bYlGtwXvyy+1zid0nPKdZY815s+ykRE0lJba+XpqquBnXam+rjJVBeXU1vbhU8aVEuoqurCJ5GMC2YM3GEHuxw92nqLDzwQTjkFnnsu8cww4bzjtt577+2vqQkuuyx2nenT4fDD4Wc/s6D3oovs/nSOpfh1gx7q665LP/hNllctkifU8ywikmnJynf18h67RDnPn3wC228PI0fa8tJSuxwyJDtt7JCqKgteg57lVavgK1+B//7X0haC4LGsLLaiBkRLzk2fnngCFGg9g194sF5VFVx6afT+zZstaL/rrmiVjvaOpaoqOPLI6HMHlUA6OkOhcp0lzyl4FpG8FVOq7gGLfTqtrQA5D6sTfPqp/QXpHEFw7VwPmogmPrgFq4Zxww3wxBOx7/Xll8P8+TYF+RFHWNm6O+6wdIymJntc/HtfURE7YC884LCyMpqXHPA+dt32jqUZM6C+3q7X19vtzhx3mjRF8pyCZxHJW+EZBj//PEMzDLYVIPfyHrtwzjP0olJ1yd6n2trW7/VLL0XvnzLFgtyg7Fw46fvll2MnQDn//OigwYICG4QXPHffvhb0BjWgm5utRzvc8xxU0OiugLajvdYivYCCZxHJW13S89xWgNzLe+zCaRuNja1L1TU3Z61pnVNebrnN8SkZmzdHX1RTkwW/L79sQXVFBbz5ZvT+5mY45hh7/5uabIKURx+NzRcuKorWfX78cUv32H9/OOccu3/CBFi0yCp2jB9vedfBsbRoEVx8sT1PODUjeFwwILGoyG6LSIcpeBaRvBXueYYM9Ty3FyD34h679nqee2zwDNajPG6cva+DB8NHH9lsgmHvvWd/0DrQBnjyydgd1NBgKRT33BOd3S+YJOW55+wPrLe5b18LpIO86eeft+Ns8mTrcb744mh6R3xqRjDBSi/90SbS3RQ8i4hkWi8OkPPaE0/Y5ZQpVoYuXd5bukUQ5AYTpITrLScS5EnPnJk4JShRXnQ8HZMiGaPgWUTyVpekbeSxRYtiO1wffdR697fZJsEMg6+9Bk88mjs9oePGWarDttvC1lvDBx9YV/o//xltX5BTPHCgBb7xU1q3p7gYbr4ZXn3VbgfpE/fcA5s2xfZKhxUU2GPHj7ce5yAlaOBAC+TXrWsdlKebmtGd+dIiPZyCZxHJW10yYDCPjR4NgwbZ9bvugq9+FZYuTTBgcNkyuP570PhKbpTsGzcuOuHJmjXRwXoffgiHHgovvGC3w9NZn3iivbBVq+wgCpcUAcuR7t8/djbB/fe3bQeXEE3zmTED7rzTcp4LCqwU3qhR0XWDoDbIcx440FI46uutZ9o5a9dJJ8GVV6a3P3t5CUWRTFPwLCJ5Sz3PmRUeMFhf33rAYIuaGtjcAD5HSvY9/3zy+7yPDuoLUiaamuDhh6Ffv2igGQ7AAebNs4A2yE0GC1CDHmbnYh8PVtauqcl6jn/72+TTb4en1w4SyYPA/cAD09+XeVhCUaQzNMOgiOStmBkGiV7v0hkGe7EhQ2yQYDARSmkp7LorbLdd3IqlpVBcZD2luVCy77DDkt/nnLUvqKLinC0P11cGS6kIC2YLDNaprLRfFEGQ673dDh4/Y4atG9RwvvbatmcODNoTlL8LUjs6si+DbeXK+yGS49TzLCIiGde3bxt3jhgBt90OK3Mo59k5C1y33da6yT/4wKZGHD/eAtkXX4SttoKNG6OPKSiwcnJVVTBxoi2bOdNSNW6+uXW5wsLC2JIjhYXR+sx33x0NrJub4amnor3WyXqgg6ouAwfGpnakq5eXUBTJNAXPIpK3lLaRWWkNGNx3Xzh3325tX0Lx6Raff241lsHSLG6/Pfljm5tt9sB77rHgc+LEaBB9yimtg9FbboFLLrEe6cJCux2kYIRnMHQu8UyE8TpbQSN+kKCCZpGUKHgWkbylAYOZFR4wOH166wGDyYpJZFV8vnNzczSVIpjSOpGgp7q52XqjL78cpk61+4KANKjBPGVKtHf4iiusPvT48dFAO0ibCGYRDNoR7pnOdK/w9Olw6aUWyPftq0GCImlQ8CwieUs9z10nUdnhtmLRbnHVVdZT7L0Frtdfb/nO4Z7ngoLojH1tzepSUBDtIQbrcv/KV6LLioosdSO+IkYw/fbzz9uvjaDHd+pUC2YbG6O/Mpyzdnz/+9EUkPDMgR1VVWU94EFvd5B7nWi7KmEn0oqCZxHJW10yw2AeC1fbKCxsXW0jmEQvK666Cm64IXo7uD5+vOUzB+Xk+vWDn/wEVq9uf5sjRkRfMMQG25s3w3XXRQNniM1pDqdkVFVZrnQ4cA628cc/Rn91xM8c2BFVVZbDHf51E/RwJ1pXJexEWlHwLCIiGdcn8u2yfj189pnFhN7Du+/a8sGDu7lBDz7Yetndd1ud5rANG6LTYicT1FR+66221/vgA7ssKGjd8xwMJAwC1ESTpHhveS+ZEjxXUPUjeB1B7nU8lbATSUjBs4jkLaVtZNaQIdH4r7HRKtLNnQsLF8Kbb9ryIJ24oMDG6nWb006L7XkGq54RHzynYvfd4ZhjLAUkEATG8QoKbN3x4y3nOb4yxpQpsSXsEgmqdHRk5sCwIBhubo6269prkwfEQS52fNUQkTyn4FlE8pYGDGZWOG2jqcmur1plsVe/ftltG5WV0ZrI225rOc+77w6TJrX9uERB8Y9/bPnK99wTDSynTrVpt4NZAgNFRW0HqAMHxqZ7OGePcc62E2y7I6Xo4vOV44PhttoFKmEnkoSCZxHJW+p5zqxwz3NhofU8P/mkxWpBSnH8Zbc46KDYGnp77mmDBauqLL8kCHaD9IqwcOA8fLhV0Jg40R57zjn2i2HIEAumg+oZ06ZF0yLOPbftoPPVV2NvH3BA66odHQlak+UrpxsMq4SdSCsKnkUkb2nAYGaFe57Brm/YYLHbttvaspbLT96FKQ90T4/m/PmJb1dWxla2aM+ee0YD5yB3OEiBuOeeaNBbVGRd78XF6adZjBkT3R+d2S8zZkTzqMP5ygqGRTpNwbOIiGRcUMxh333tb/hweOYZOPeZMwEY9cwSYIEFnv/9b2YCuqoqy2t+800LdK+80rY7Zkxsz3NTk91/6qmx0223V4g6mII7nDsMdllfb6XmmputN/vCCy1wTva6gpSK/fe3OstBD3FncprD277rrujr6dMneb6yStGJpE3Bs4jkLaVtZFY4bQMsbcO56CQpkKBWXXMzXHxx6/SFdFVVweGHR1MwliyBf//bKme89FJs6ob3sGxZ6wGE8UpLYa+97BTF+ecnntQk6HkuKLCgPAiohw1rHYwGgerAgVb/OQiYb7qpc9Nrx6usjP56aSt1RKXoRDpEwbOI5C0NGMysRGkbCxdaqbqSEiigiXcZDsBgQlUuFizo/JNXVsYO1AO7PWOG3Td1Khx5ZOoztRQWwtlnW44z2Ix848ZFe59Hj7YXdcIJFviuWwd/+IPdl6gyRThQDSZSCeo9r1kTfZ5MiB8YmKw3W6XoRDpEwbOI5C31PHedwsLWy5pJsLAzzjoLHnvMAthLLokd/Be4/XYLVsOzAYYlKzHnHKxYYUHvokXRqhzh2QjByt1ts41V2Whqsh7oqVOjk58EKRHhQLWgwHaQc5kpARefepHqwECVohPpEAXPIpK3NGAws4K0jVWrYIstLOth3TpYvNh+nEAKg/JSddZZcP/9dj24fO45OOSQ1usmy2cePNj+iottRsEPP4xWyfDe6jjfc4/1MicTPHegqclSUOJTIqZOjQ1UO1p+Ll6y1ItUBgaqFJ1Ihyh4FhGRjAjSNl54wYLnmhrrvF2xAt5+O7KS6wM+rne4vYF6iTz2WOvb990HO+1kQXAqVq1qPUlK0Csc5C9v3tyxX1LxKRFr1nRNoNrZ1AtV3xBJm4JnaZdz7hvAGcBYYAdgBfAg8Bvv/WfZbJtIZyhtI7OCnucnnoBBg6zn+cYbLYjeHBkreIO/HID9WMC4ub/oeOB2wgmxvb4nnGCX//wnHHpoxwJyiM4GGAzoKyy0F3bllZabvd9+8OKL8PzzsWXugh7rcI5xfEpEOoFqqlUwlHoh0u0UPEsqfoQFzFcDHwD7A9cCRzrnDvHeJ0gkFMl9GjCYOfEpMJs2wUVnrmPFij5sWVxEY2NfmpthSzZwOHP4Z+EEqLyu48HzfffZZZDzHNwuL7eu78pKuPfe2BGM7QlmA1y0yFI1Nm+269OnWzm5qVNjq2Sce66Vmks07TZ0vKc5nSoYSr0Q6XYKniUVJ3nvw+c25zjn1gL3ABXAM1lplUgnqec5c1auhLlzLcf5nXfArV/HNm/MY3e2poG+LHJfBuC4gmc5ofnRzPSSBgFzvKCHd9as1vcFKRmBffe1ADnoOZ41K3EJu/p6mDkzmiIBVo4uKF/XVjvSlW4qRqLnUf1mkS6j4FnaFRc4B16JXO7UnW0RySQNGMycIUOiY/UefxxGb/EWO/MsS9mDasbiPOywQxFbH3I0FG8Nl1+Wfm/sjBl2PUiLqKy0aH3BAku1GD06Wkd5zZroGxrW3BxNsygshB13hNdft+VNTfDXvyZ+/sJCe47nn0+cIpFKsNrZVIxUH6/6zSJdSsGzdNQRkcs0zomKSG+2apUVrfj4Y+DLO+HnF3Fm8z/ZumAzK4r24KNZ89LvDb3qKkubWLcuuuz221uvN3u2BbjeRycuSVaCrqAgGkTvt180IO7TJ/bXVKCwEL71Let5vuwy6N8/+hqCoP7uu61MXrJgtbOpGOk8PlnPtXqjRTJCwbOkzTm3E/BL4Cnv/bxst0eko5S2kVlB5bctt4RVhUN5cdcr2G5kFaP2GMGwhxq574g7GNW4kDH9rkutN/Sqq9qfBTAsnI6RLIBubo7WWG5uhptvjpaNW7HCytOFOWcDEIPBibNnw7RpsQHtpk3R50mWZtHZVIx0Hp+o51q90SIZU5DtBkjP4pzbGngYaATOTbLOROfcvGR/q+JLQ4lkSW2tndmvro4OGKyutuWSvlWrbHxeQ4MF0B+s25YRl4yD3XbjZwc9zVnNMxjjq6PBX3sefLBzDUo0KQpYD3Eww1+Qy1xRYekgxcUWdINd9utnwXHYzJl2GQS04aobyXK5g4C2sLBj+d7pPD7oub4u9CMlUfAtIh2inmdJmXOuH/AIsBtwhPf+g0Tree+nA9OTbWfs2LEdrCElklnqec6clSstZWP5cti4ER56yJbPm2dlly/8xy+ASM9wqsHjaae17nneemv7pdNRQYDrfTSIfuopmDPHqmcEvdDh6hmLFsHLL0e3EUzRHe7hLSyE886zADxRj25nq2Kk+/j4nmuVtBPJGAXPkhLnXBEwEzgQOMZ7vyjLTRLpNA0YzJwhQyzX+cknLYj+/HOLcx97DJhbSRUHM4YFtvLGjakFj9dfb5fTp1ugO2YM/Pa3cP758MYb8KUvWU/qBwl/x7dWWAgXXhgdcHj55fDKK9Ee6GnTrFzdeefFBqjB5cyZliO9Zo2lQXQ2oE2krbzkzkxoopJ2Ihmj4Fna5ZwrAO4HjgZO9N6/mOUmiUiO2mor69wNbLcdDORdBvBJxzZ4yinwxz9acPvcc3DEEdEneO+9aIpFKm69NVparqoKXnstNifae+uZnTbNpuUO5wVPnGjVPJJNhZ0JXZ2XrNkERTJCwbOk4k/AN4FfA1845w4O3fdBsvQNkVyX82kbPaw6wq9/bVXfvvjCbn/+uU3Gdwj9+Q5/T3+DBx1kPcPhALehIXadZHnNQUWNwLRpFgAH+3TFCuvNhtgKHN7b36ZNVkUjvP/DecPB/em+L229p52daltEuoWCZ0lFZN5bfhr5C/sFNtugSI+T02kbPbg6QrjnucMOOig2z7g9228Pa9fGLisqipaPGz3a9umRR1ovdtBI52y9m2+2ihrPPWfLvYc777TLYP9XVEQnWfHeytMly3FOpL33tDN5yT3sh5ZIT6bgWdrlvR+e7TaIdIVwz/Njj+VYz3MP64VcuRImTbLrf/yjDRS86CK44AIYU3Za+xuID/4STXDSlm23jQ2ew73IjY3R3ub6ers/Pl1j9GirrBEW9EwH+3/yZMuHnjYtdruJ3pdEwWx772lH85J78A8tkZ5IwbOI5K1wz/Onn7bT89zdPXs9rDrCkCGx8WhBgY3rG/LBPNhiCxskGIivvRwf/E2dmjwdI5nly2Nv9+ljvcRBz3NFRXSGwnhBEDx+vNVxDisoiN3/EyZYPnRb70uyYDaV97Qjeck97IeWSE+n4FlE8lbKOc/Z6NnLteoIaf54CKbqpqrK9htYMHvdda1Xjg/+gjrK8QoL7ZdNW9U1nIMDDrAAPNh2uM133hntUQ6EA9nSUitWDRY4H3MMXHttbOWN9t6XZMFsV72nPeyHlkhPp+BZRPJWyjnP2erZy5XqCB348RDErgwYEB2Q194EIsH2x4+3ustBigVEH7/NNm23Nei5BqsRXVtrU3sHvc5/+hO8+iosWWKzuuy1F1x5pdVyvvTSaGBdUAB9+8YGzoH23pe2gtmueE9z7YeWSC+n4FlEpD3t9exVVUWDs3QGkGVLe73I8fd39MfDwoVwzTXRKbGnTk19ApHRo6P7dP/9rbbyvfdGe4WT8T4aCAeVOcIDD/v2hZtuiqZeLF8OJ5wAl1wSGzjH9zinIxvBbK780BLJAwqeRSRvpZy20VYwVFVly4LUhLvvhmefzd1Apr1e5ET3dzQtoDoyFXdzs/U+r1mTeL1Ro2DpUhg0KLrtRMHgz3/e/nM2NVnaR3xJu0CQFhKfJhLOsS4s7HjgHOiOYFYVNkSyQsGziPQ+KQYV4bSNzz9vZ8BgsmCosjI2UMulAVvTp1tgOH58dHKQ9nqRE90/eXK7PakrV8Z2CteMPRMAxyBKCuuSB92jRkUfuGqVJUsXFsKee8LZZ0efb/p0a1NbgtSO/fZrPfAvEKSFPP98bJrI889bmkhBAdxyS+dmAuwOqrAhkjUKnkWkd0kjqMjIJCkVFVYnOOh5zpUBW9OnR2vHBYHkxInt9yInu7+dntSYahvzqihlqS3nIwt6k70Pb7zRellTkwXUV18d3fjHH7f9esOpFomqahQUwNe/bvnNQVpIfJpIqsFwdwauyYJ0VdgQyRoFzyLSu6QRVNQ+Mo+62YsiUfM+HZskJcgJzrWc5/iKFTNnWvDcXj5uJ/N1v/lN2Ibi1nck285ee7Wfx7xyZdv3Oxc7uC9R8Ow9HHhgbNWM+BrLqb7W7gpc2wrSVWFDJGsUPItI7zJwoPUyBjPDJQsqqqrg22fB5oHWc3za34GdO/acuThYK75m8fjx0evttbcTr+fdd2EffPsrBpYsieY8FxS0n5oRVlBg9ZzPO88mSbn2WnudEya0LklXVNS5ADPcA9xdgWtbQboqbIhkjYJnEenZwkENwOWXW7BRUJC8ugNAZSUlDe9R0vwONBbywAfvU1bWweA5FwU5zvE5z11oqWVqUDx2LMwL3bHFFvY+JXsvliyJXj/oIJg/v3Ut5rA+feCKK6B/f3vfFy2KTVGZNs2m2Z4xw3qthwxp/4xAcBwNHGgDG4OANKikcvfd0QlXnn66ewLX9oL0XPzRJpIHFDyLSM8Vf1r7nHNSq+4AUFFBbdEu1PmB0KeIz7ffJXHaRrYHhnXGxIndEjTvvbelLgedxvPmwUG8wI7U8S9Oo2Tzx6mnNrz0kgXQ4fJyYO9nnz42bWF8IHzttbHrXncdfO1rqafQBMdRfb0dO0GN56lT7cfYpk3RhO7wIMrumChn6tToD6CedvyJ9FIF2W6AiEiHxZ/WBguiCwvbP51eXk7JM/dR9qtTKXv2RrYeUUJZmaU/xwTORx9tJdKOPtpuSytr1sRnWzTQRCGb6BcdMHjTTRaUDh9uq4waZe/T8OFw0UU2mUpw/yuvtH4S7207w4bZ7SlTou9HOCUFbAbC22+HI49M/p5VVUW3ERxHQbm65ubYknZB4OycHVcDB8Y+f1epqrLg/emn7VLHn0hOUM+ziPRc8ae1J0ywvxR7imt3KafuuOg6rXqek+Wc9uTe6AybPx/GjYMFC2xOFIC+1DOa1zmKZ6MrBoP+3nvPepCDaPu99yzQDbz3XvIna2622QKPPho2brRg9jvfsQlOTjnFurzDU3fX19ssg0OG2O2gJzr+jMXUqXYZ7nmOL2lXWGi51fvvb4Fsd1TaUEUNkZyk4FlEeq5kg6biA4wUgt3PP0+wMFHOqerrxpgyxeaEiZa6bqCeIjbQj31YlPhB6QwKDCsosCh940a77T3cf7/VGQQLyvv0ic2XnjUrev2uu+w4iA9K16yJHkdBzvO6ddbzfNll0dzq8nJ7wd0V0KqihkhOUvAsIj1be4OmghkAGxqs4kIo2AnXeb7zzgR1nhMF590ZPPUAu+0GixdbrLl+vS0rooliGniXXSmlhhLqOv9EQTm68ePhySdDRaWJDcYvvNC6w195JXYdiL5fFRXWkxxMGx68t0Gv9A03RIPu2bOjtaGhewNaVdQQyUkKnkWkd7vhhmg+9ObNVjkhEoSEZxiESNrGwoUMfXMOJV8fGw2owkGLegNj3HUXrF4d3GqI/FvEG4xgV961nOdMOOCAaPWUmTNjy/AVFETzkYPUnfCU6WEDB9qlc7GXED2rEPRsB373O/tlEKR9dGdAq4oaIjlHwbOI9F5VVfCvf6W06tZbY0m7F10EDSvgj2sSp2SoNzDGeefZLl6zJjoJYDGbKePVzD7RmDGxvb/h4HniRBtIGH4/zjsvNpc6sGaNvXeNjdYz3dgYPXsQpHPE897K391zT/SYyPP3XSSfKXgWkd6rsjL21H1hofUeRrSannvlf6DxJWhugs2FyVMyFDy1smn9RqAPDk8BbdRoTsS51ikWhx8Oc+daSkZRUcz7RkWF1Y4ODxSNfz8mTIA//zmcjB07UUqiswfhswpgaR1Bu7xXmo6IAAqeRaQnSLW6Rfx6FRWWJ1tfb4HzLbfEPD6ctvH551A96kTo82+G+hWUFK/J+5SMVGy7LWyseYONfAmAQpqAAj5kZxYymiOpjH3AmWfCX/8aDUqLi21AXkmJbWzTJqvl/Pbb8M47MGgQHHxw6yc+55zoBCiLFrWeHr28HObMsbSdN96wacDDucvJBpqGl0PsBCmFhbBiRdsTvqRDVVtEeiTn43/ti3SxsWPH+nnz5rW/oghYgHHkkdFewmefjQYa8bMLJqqCkWKA8uMfW2qrAprUzZ8Pj5ZdzeOMo56+zGNf+vM5h/Ai1w25jTErH2v9oKKi2N7gsIICuO02C5xvuCH2vr597b2H2AlN4nuti4sz3zucbJbBzjyHqrZkjHOu2ns/NtvtkPyhnmcRyW0zZligBHZ5+eU2cAxig+pzz01cBaONFIuEAwaLyxl6Tnl0ohRp03q2xQO7sILF7MVQ6jjh9P6M+ccTiR+QLHAGC4YvvRR23LH1ffX1diwMGxY7oUl8B1BDQ8eD52Q/nIJ86MbGzFVZUQ1nkR5LwbOI9Cwvv2w9duPGxQbVK1eqCkY3qq2FmoffpJoy+rGZTxjA3izhAKo5ZOb9liZRU5P+hpuaLFUjPNlJYOVKS8uIn9AkCKTBeraDGQDjg+D44DiVMxeBTFVZCZ5z4EAdryI9lIJnEcltEyZYPbRwFYTNmy16CxsyJO0qGK0GDMbXeZakFi2Ch2Z8Sh1DGEUN7zGMsczjZP7NmIaXYYm3KbjfeMNSK1KZGMU5C36XLEl8/5AhsXnJwYQmAwfCq5HqHslmAEw0q2B4vXPOabsnOJ0qK8l6sBO1Yc0apQiJ9DAKnkUkN4UDkMrK1jmn559vs80Fk5+EB4qlqNWAwfjpuSWhJ56AO6Z8zHvLmxnKSpZQylBq2ZsaRvO65SdDbBC81VawYUPiDZ5yCpxwggWSK1bAHXe0Xqdv32jFjbbe50ST2CxaZAntmzZFq2bMnBm7HrTfE5zK8dVWLnOimQ0nT257eyKScxQ8i0juSRSA3HabBU/hHsebb+5Uz516ntNXWwvLlsF7iz9jF97jEwZQxGaOZA6HMJeSotWwKXSW4KCD7FfJ9tvbe/npp5aW8atfRd87iP5QWrTIUjG8t4A5vnc2PtUifDxUVLROr1i3Dq6+OtqeggJbPn48PP98bLm74PjqTE9wW7nMmmBHpFdQ8CwiuaeyMprTWl8fO/gPMlalIOGAQdTz3JaVK2HxZX8CytiX13iEk9iXhXyVxxjDAptk0Dkr6xZO1Vi1Knr9k0+i1xctiqZP9Oljj2lqsiD3sstaB87Be9+nT3SSkyD3uW9fOx7C6RXXXhv7AkpK4Gtfg9Gjk5er64y2AmRNsCPSKyh47gGccyOBYcAgYCPwMbDIe78+qw2T/NaVJd0GDowOAmtujk6pDF1WpeDzzzu9iV7viSfgqeN/y0LK2YUVVFJBXzZxPE9Y4BzWVo5zYyNcfLFdLyiwdZubYx/T1AS//71dD34khd/7+Gobzc3R42Hy5OgxMX587GyEH31kaSHBbIGZTptoL0DWBDsiPZ6C5xzlnDsKOB84Bgua4zU7514F/h9wl/d+dXe2T/JcuAewsNCmQk40y1tHvfpq8tsZPPUdTtu4806lbbQlSNdYyY4t1TX6sZEy5jGSN9LfYDB7n/cWQDtny8MBdLBOEBSH3/tEPc+JjoeJE+1y5kzYckubS7yry8MpQBbp1RQ85xjn3GnAr4E9AQd8CDwMrATWAlsAA4GRwH7AWOAXzrkZwP967z/KQrMl38yYER181dQE06ZFe/K6OmjI4KlvpW2kbtEiWLwYtmYDe/Im8yjjSJ6Npmuko7AwmtYRrjoxcCB8//vR4Dio0hEExYlmAIzPeY7Pi160yALn8eMtVeOJJzKXc5zo7Ism2RHp9RQ85xDn3HPAV4AaYDLwgPd+RRvrFwNHAucAZwGnO+fO9t4/0h3tlTxVVWVVL8KTU4R7BzsbMFRV2WWQ/xpU0gjrgp69rbfO6OZ6ldpaePhhWPXi2+xLLa+xLzuwkrFUM4R2fq8XFlqP79Zbw4gRNnBw7VqrquE97LILPPaYlaGrqLBZBIOptrfd1iqqjB9vt4PazZMnp1YOzjnrmQZL3TjllPbLw6UzFXx87j1o1kCRPKDgObdsA5ySavDrvd8MPAE84ZzbAbga2KsL2ycSnWktEJxyz1RPXnhA2AUXZDYdJI6qbbSvthYefBDeePkT9nztSQA20o8TeJx9WEQJdW1voKkJPvsMvvjCguZglr7Ae+9Fr999N9x0k53FCE+CMmdO9CxHohrNycrBxZs1y3qekwW16UyZnSj3HjRroEgeUPCcQ7z3+3fisR8Dl2euNSJJVFTEVlIoLLSay5kIcuMDn2HDujT4UJ3ntgWB86OPArUrwTfzGvsykDUcQlX7gXNYMKAvfjrtsHD95fCA0aAOc7IazcnKwYV7nsPPkSyoTWcwarLce5WiE+n1FDznMOfc4cB67/2CbLdFpEV5uQ0QnDbNgpnm5swFud1cB1c9z21btAheegnq336fPesqeZMR7MQHiatrtKegwFJw4nuew8L1l8M9z0VFsT3P8TWa2yoHt2gR/PnPNui0ubnt4yqd4y9Z7r1K0Yn0es631QsgWeWcawKmee8vznZbMmns2LF+3rx52W6GdEY6p7dT2VY42OjGAVfhnucHHoDTT7fr6nmG+fPhhRdgyff/RAm1VFLBTnzAmfyNcTzZ+gEFBXYZ9BgXF0crYYRTcABuuMFymd97L1pt4+tfhyuvjD0G1q2L5jyPHt254ySdXGYFvz2Kc67aez822+2Q/KGe59y2GqvrLJJbMlXxoqrKHh9MsR0/GUo3Up3nqNpaqKmBdd//KSVALSX0YyMH8opNv51IEDSDBcPDhsE779ht72PPTjz0kA3++/nPrTfZOTjwwNigeOBAuO46+4H2/PN2vAVTtUP0OKmqig4kzMRxozJzItIOBc+5rRI4JNuNcM7tDFyFlcXbFyuXt6v3fnk22yVZlokgY8aMaD7r5s12uxsDF9V5TmzlSot3d2U5YMHzCTzOacxKLc+5uRnefjvaq5woBSI+RWLgQLjoIrjrrugMg8FkKMGxcc89Hatu0ZVnSkQk7yh4zm0/A15yzl0H/NJ735ClduwBfAuoBp4HjstSO6S3CAKQlStjl8ff7mKq89xabS0sWQI88wylLOVRjmcnPkw9cA4EKYEDB8KvfpU41SI4ezFwoFXPCGqHB48PV3KBjle3CA8ErK+3Kbuvvbb94DdRSpFK0YnkPQXPuW0y8DpWgu5859xr2GQp8Ynq3nt/fhe24znv/Y4AzrkLUPAsYR3JPQ2XowtX7vjXv2D69OiscN1IdZ6jPyY+qX6HQ2ZMpoaR9GcdhzI3vcA5bNUquOQS64n+wx/sve7bNxp4lpdb2kW4Eodztk64JjPE9jynU90i6OUOBiE+9VQ0FSTZMZsoUO6iqeFFpGdR8Jzbvhu6PiTyl4jHpvLuEt775vbXkrzUkZ64G26AjZFU/uZmKC21BNugmsJFF9l93RBAq9pGVG0tLFwIg+sWMuCpR6lpGgF4DmVu+pU14jU22vseqK+3NIzgR1f8tNvnnmsTpAQzA7ZVySKV3Pugl/vaay1wDlJB2gp+EwXK3VwNRkRyk4Ln3LZrthsg0qZ0e+KmT7eJKgLeW46Ac9Flzc1w8cVWXaEbq22ozrMFzmXn7UsN36GUpQylruM9zm1xLprbHPzoii8vN2mSrTt7tl1OnJg4zz7V3Pvycguek5W4i5coUM7g1PAi0nMpeM5h3vv32l8r9zjnJgJJuw2HDRvWja2RLpVOT1xVFfzud4nviy+Z2dTULYMH1fMctfCgC1n9wQZgDACrGNRyX7sBtHOwxx6wbFn7T1RQACedZCk64R9dkydH3+9rr419zMyZmTkTkU7wm2xdVeMQyXsKniXjvPfTgenJ7h87dqyKi/d04TznVIKR6dPh0kutJF0O0YDByD449Bss+2BHDmE+AJ/Qn6N4NvVe5+JiOPVU+Pvf4dNPYf16+0HUpw+ceCI89pi994WFcMstdlbhiSeS/+gaPz7a4xzczpR0gl8FyiKSgILnHsI5VwgMAvomut97v6J7WyR5K1Ge8+TJba9/ySWtp0luS1FRdEKNbpKPdZ6DHw+rln/GAPpSw0hKWcoI3kovXaOhITan2bno7JMHHmiTn8yYYfcF6Tht/egKepmDnOeJE1UiTkRyhoLnHOecGw38FjiSJIEzNmBQ76V0j3TznCsrYyfQiLfFFhZYNzS0nmmui+V7nefg9VezmtUMopSllDGfWoamvpEgUI5f5py9nwMH2rJ77rGBgnfcYWkbV15pP7rCk5xANEAOAug//xnuvx9efDE2RzpTswqG1wk/vwJ0EUlCAVcOc86NBOZGbj4JnAS8BnyEJSYOAp4F1Oss3SfdigMVFVZ2LFzDN2zq1NZTL3eTfE/bqK2Fhb99lNWMBCzPuZoxDE2l13m//WDxYvvhU1gYe2bhjDMshaOpyeo3n3NOtEwc2KDRRx+Fm2+2+zdvtm04Z9spLobLLovtzQ6kWiIulUow4XXin181nEUkCQXPue3nQBFwgPd+kXOuGXjIe/9L59xWwE3AV4ktadclnHPfiFwN+uZOcM6tAlZ57+d09fNLDkm34kCw/uWXw8svx9635ZbRHkYFKt1q/nzwry1k9Z/+TilLmcvB6VXYWLjQLr23v1NOgQ0bLM1izZpo2kYwg2RBQewZiIYGS8sIzmIE93lvyx58sPVzBhOmpFIiLpUzJOF14p9fNZxFJAkFz7mtAvi3935RaJkD8N5/4ZybBCwErqPrA+h/xt2+NXI5B2un5JOODKR69dXWyzZsgKuuguuvz0y70pTPaRsffwzHv3wbNL8OwCG8SFlkwGBKggGBQUAbTrWpqoo9OzFhAuy/v5UgDCbEKSqyQDsoHRff83vaabE9z4WFcOGFtq1Ujr1UzpCE14l/ftVwFpEkFDzntkFAuPZTI7BlcMN73+icexY4tasb4r137a8lEqeqygaKPf548kobDz6YteA5X9M25s+HV259hcH/sjMBNYxkEKupZSglxWvg4IPtvYt/z84809IxmpstFeeyy2DBgtiJTCDx2YnyckvPCQYOBkFwOGUHYh+z++6W81xSkn4efCpnSOLXiX9+EZEEnE+Ugyg5wTlXB/w/7/1lkdu1wBzv/Rmhdf4ATPTeb5WlZqZt7Nixft68edluhnS1qio44oj2y9NdeWVOBM8PPACnn27Xe2vwHMwiuPqEMwEoZSk1jGQUS9qfRdA5+PGPrQwd2AyAwXTbRUU2K2CqvcIiGeScq/bej812OyR/qOc5t70NDA/drgaOdc7t4L3/OJL3fDLwbjYaJ9KmGTPaDpyLiy0POkuBM+TnJClB4Bw2hI/af6D3lkZRUGDBcmNjNAWjvh6mTbNZA887r3UQHV/1It0qGArIRSSHKHjObbOBK51zW3nvvwBuB04EXnXOzcUG7+0C/DCLbRTpmM2bbZBZFuXT9Ny1tbDwgSWA9Tg/yvGUspRRLEmvpnMwCDD+rGUw0G7aNCtLF1SriK96MXVqtMJGKlUwVPlCRHJMQbYbIG26Azgf2ALAe/8f4PLI7fHADsD1WNUNkdwyYYKd6m9LZWW3NCWZkhLrbS4rg623jl7vrYHz6p/c2JKq0Z91DKWu/XSNeAUFFtAWF9v1wkLriQ7e6yCInjHD6jfPmBFb9SJcYSOoahEvUaUMEZEcoZ7nHOa9rwP+HrfsJufcn7DBhB97Ja1LLhs0CFatSnxfUVHWKxrk04DBwXMfZnDDawCpl6QL0jMADjvMBgyuWdN6cB1YkHz33bZ+nz6WwtHUZMF1n8hXTXFxbIWNVKpgqPKFiOQYBc89kPe+CVJJUhTJkqoqC3iCGr/xRoywU/s5dCq+t07PPX8+LHl4Gcx8nVKilTXanQjFOTj/fBg2rO1qFeHrEyZYQL1ihc0kGOREX3hh7HbamxQn3VriIiLdSMGziGRecKo+mQEDciIg6u11nmtr4YUXYMB//9uSrjGI1ezDovZ7nYP6zBCbNpEooA0P7gum3L7nntg6z/GBdiqT6+TAMSIiEk/Bcw5xzj3TwYd67/3RGW2MSGesXNn2/TmSE9Gb0zaC17buyVc45NlbqYlMwZ00cB41CvbcE9autanUzz/flrc3fXV4cF+fPtGSdV3Vc6wqHCKSZQqec0tFBx+nvGfJHVVV8J//JL+/sNBqO0uXCeo5D65byK6P3kKN3xMgcWWNggILeg8/PLZ286JFcM457U9fHR7c19QUW21j8uTMvjBV4RCRHKDgOYd471X9RHqWYAZBiJ6av+GG5PWdBwywwDpTAU8neyF7a9rGypVWz3kwSyHS4zyI1YnrOe+1F7zzDkyfHg2QwWo3Q/vTVweD+zZtssA6PrjOpERVOBQ8i0g3U/AsIh0TPyjw7rvhppvgX/9K/pgjjshs4NzJXsjemrbhy8ooBcqYTw0jOYpnk+c4f/aZ/dgJB85gwfKECdFBgMmmrw4G982YEa2w0VUVMlSFQ0RygIJnEemYysrYHuaghm98EBZwLrPpGuqFbKVl+m1GUspSqhnDJ/Rv+0EffGCXzsVOfHLkkdGc5hUrLDieMCFxKkb8ft9//+ggw0yfZZg6NVouL8/fbxHJDgXPPYBz7nTgAmB/YDtgPTZV95+99w9ks22SxyoqrA5w0PNcXAz77QezZyde/+STMxvsZKAXsjelbQS96MueeIdDIpU1SlnKocxNbQbBnXaKBtJg7+NVV1mwGj678OyzrafYhthBg+Ee6EwEu4lmKcx0cC4ikiIFzznMOeeAGcB3AAc0AauwCVKOBo5yzn3de/+d7LVSeoxMVykIBosFOc/772/TLieS6V7n4Pk7WdGhzbSN93pWVYfgR8CAhXMAmwiljPmpb+Cjj1r3Pj/4YOuzC0HQGg5mkw0srK+HSy+1ZZ0Z4Bc+y1BfD5dcYtvXoEERyQIFz7ltEnAm1st8FTDHe9/knCsEjgB+C3zbOfec9/72LLZTcl1XVSkI1+KdMgU2bky83mGHdU2A01W1gOfNg9N7TlWH2lqoe2IhNfdVwzNPtdRzrmVoar3OYAHuYYfBc89Fl512Gvzf/0VnGQx6+ONTZoL7gp5n76OPaWzs/CDC8FmGgoJokK50HRHJAgXPue08YDlwuPe+JSqJzDD4jHPuCOB14HxAwbMk1x35wcnSJpyD3/42s8+VIUnTNmY/2aPyqVc+8RpcdDHUDwesssZgVqe+gYICC05/+1srUTdzpk2jPXo0/PGPth8KCmxAaLAfwikz8QMLFy2yHucgcA6239EBfuGzDAMH2hkODRoUkSxR8JzbRgHTwoFzmPd+o3NuFtZDLZJcd1QpKC+HLbZo3ft8++05G3gmTdvY+1hKiq/rEQHa/Pmw5L75lNbXU8pSHuV4SlnKUOpS73WeODFaarC83G6DnU0IAmCw3GVInjITXFZWWs9wEDgfcwxce23njoPwWYb2pvcWEelCCp5zm8dyndvS3v0iGckPTsnAgbGDznbeORqI9SRjx3bP/uqk2lrwry2k9LlplFFNNWM4gHnp5To7B8OG2fWLLrLL/fe3QHngQEvDaG62y/CPiHCgHL4NrX+sdTZwjqepu0UkixQ857Ya4DTn3E8T9T4757YATgGWdHfDpAfq6oBj+vTYwBlyvlhym9U2SnI7QKuthWeeAc67nlIaqGYMNYxkVLofB8XFFiSHa3ZDdObBoNfZx01k2lYefXf9WBMRyQLNaJfb7gKGAc855452zvUBcM4VOueOBJ4FdomsJ5I9V10FkxJkD51/fve3JQ21tZaqEaRrBNdra7PbrvYE9Zw5+0xKI2XpwKbfHsOC5A/ceWfYZRfrbQa7PPdc62WOnxWyudmWBWkbTU3RXmZInEcfVl5uNaEVOItIL6Oe59w2DTgMOAOYDTQ759YC22M/fBzwD1XakKyaPt2m5I53+OE9M2Ujx7VMhFK1LCZwbjfHuagIvva1aEnB8GC/4P5EPc+JpuQGzfYnInlLwXMO89574Ezn3L+xyhv7Y4Hzp8CrwF3e+79lsYki8Oc/t16WwxU2wnrqJCmD6xYy+HrLT044OHDrrW2QXthjj8EddySfuOTmm+Hii6P5zeefHw2sE6VfKDVDRPKUguceIBIgK0iW3FNVZTWR42V6NsEu0uYkKTmYrl1ba1XkBsyqprR+U0s956HhwHnatNaB8ZQp8K9/RVMs1qxpPc12UEnDewughw1rXUUjngbuiUgeUvAsIh0XlCQL64rZBKUl0F+3cAWHPHNLS+C8D4tie52///1omkUwiC+VFItcScPI9EyYIiIZpuA5hznnhmO1nud477+ILOsD/ByrsvEF8Dvv/UPZaqPkuYEDWy/rqtkEu0BPSdsIAudVc5aw64uPtOQ5twqcwYLf+Bn92kuxCALWROkc3amrZsIUEckgBc+57Rrg68COoWU/w4LnwD+cc4d571/s1paJgAVazkXLmBUU9Ihc50DCtI2FCxn65hxKvj42pwK3VXOWsPonN0JDPWCzCCZUXGxVMpyDdessZSMIhsvLLUCdMsXuW7AA9tvP8p1zIWDtjpkwRUQ6ScFzbisHnvbeNwI45wqAi4GlwHHAEOAp4H+Ab2erkZLHKiqsSkNDgwXOt97as4OdhQttopCGFfDHNTnV8zl47sMMbniNGkZyFM8mrqwxeDD86lfRqbFvuMHel7597bWA9exu2hT9wTN7dvQHULYD1lxJHRERaYOC59y2I/Be6PZ+wCDgF977D4APnHMPY+XsRLIjqBncp49Nm9yDtErbWPkfaHwJmptgc2FO9HzOnw9LHl4GM1+nFPiE/tQxFKB1AH3ooVb9pKkpGhw3N8fWYQ7SOsKcsyA72wGrKniISA+g4Dm3FWFTdAcOjdx+JrTsA4h8k4qkKlODsioro5NoNDbmRLCZjlZpG0NOhD7/ZqhfQUnxmqz3fM6fD0u+eQ28805LTecRvJW8pvOsWdHrQW9yfFBcXBzb8wzwox9B//65EbCqgoeI5DgFz7ntA2Cf0O2vAqu99zWhZTsA67u1VdKzZXJQVm87zb7PPnDbbfDmHMhyznNtLbxw6u8YsOKtmMlQEg4SjOccHHssjB/fegBg0LMb5DyPH6/JbERE0qDgObf9G/gf59yNwCbgWODuuHVGEpvaIdJauKc5k4Oyespp9iQ97QmrbZTtQ+xv1u4XzCK4bsVnHBI3/Xa7gTNY8Dx+vKXRhKfNDu8HsN7mRKk2XVEuLtjmwIHZreghItJJCp5z2w1YSborIrc/xCpwAOCc2wU4BPhDt7dMeo74nuapUzPbW5zrp9nb6GnPxUlSwtNv78rbMYHzGBaktpHmZrjkEigsjNZ8njo1Oi13nz6WttHU1PrsQ1eUiwu2WV9vbQsPYszlY0dEJIGCbDdAkvPefwyMxsrVfR0Y5b2vDa2yNRZY35mF5klPEd/TvCZSReK66/IjeEnU057jVlctgwdnttwexGqG8FF6G2lsjH3dM2fG3m5oSLxPumJ/zZhhedbBhDrxgxhFRHoQ9TznOO/9Rix9I9F9i4HF8cudcycDJ3vvz+vi5klPkCgvOdd7izOpjbzsXJskpbYWFj6wBKbcSGnjIh7lOA5gXup5zuFBgH36xPY8jx8Pzz+fuOc5fPYh03nsVVVw112xbcuFyh4iIh2k4Ll32g84B8hI8Oyc+xKWGnIs4LDa0pd771dkYvvSxXpKXnJXaeP151LaRhA4r777EUobFlLDXvRnXfLAubDQLr23Wtvnngv77w+vvmrLJ0ywy/DrDnKgg6A10TGR6eOlstKCdLAA/+ST4cAD8/NYFJFeQcGztMk5tyVWGq8eC8g98CvgWefcPsG04ZLj8qmnOZGe8PrnzWPw1T9gcH094CllaeuSdMXFlrcclJWD9oPc+MA4/nayx2Rqf8X3ZF95Ze6/FyIibVDwLO25ENgN2Mt7/xaAc24hsAyYBPxfFtsm0im5krYxfz4s+eMiqN+VUmqoYSSDWM1Q9xEMGmx56nvtBUuWtH5wrgei+X7mQ0R6HQXP0p6vAy8GgTOA9/5d59wLwMkoeJYeLBfSNmpr4YV732HAnMqYwHkft5iSfmvh4V4wqLMn9PyLiKRIwbO0Z2/g4QTLFwPf7Oa2iPQqLfWcX3+fQ3xNpCydY59xO1FyRIV6akVEcpCCZ2nP9sAnCZavBQZ0c1tEMiqbaRst9ZxPOJNdgRpGgCtkVPEySq75PwuanYs+IFytQkREskbBs6Qi0be2S7DM7nBuIpB0vt9hw4Zlok2STV0xA10WZDNtY+VKC5zDBvmPGPKPm6F8bGzgDK1L0YmISFYoeJb2fIL1PscbQOIeabz304HpyTY4duxYRQA9WVfMQJdn5s+HJQ8vA6CUpTzK8dF6zl8fm+XWiYhIWzTDoLRnMZb3HG8UkGDov/R6PXDGvmRKSixVI0jXCK53Za9zS+A8ZQqlLKWGkbH1nIcObd3rHKiq6rqGpaOqCqZMyZ32iIh0I/U893DOuf2AYd77R0KLlwPPZegpHgFudM7t5r1/J/Kcw4FDgZ9k6DmkJwnX7S0shBUrLIjqgb3P3Z22UVsbCZwfnElp46LIAEE4lLnRes4rVyZ+cEGB9fhnu6dfZx5EJM+p57nn+wHwUHiB9/4e7/2RGdr+HVgw/rBz7mTn3Nex6hvvA9My9BzS05xzDpx0kvWQ3nGHBVPqhWxTdOrtKZQunkmN3xOAUSxhDAva30Bzc2709PeiMw8iIh2hnmdpk/f+C+fcUdj03PdiAwWfxqbn/jyrjZPuF+51dM4CunBQl6gHMocHF3ZXtY2Wyhr/eall6m0oYFS/txmzaUFqGykosJ7eYGbBbImfMTDb7RER6WYKnqVd3vsVwPhst0NyQLjXsaDA0jacSx5E5fgp/u5K2ygpsV7n0uem0TL1dvFaSp75K5x/PixdCltsAaeeCqtWwezZ0Qf/5jcwcKDNMpgLP0A0Y6CI5DkFzyKSuvhex6lT2w7qEp3iz7NgK+h1fuWxVXy1uTkyg+Aahn77WNsXiabcznWaMVBE8piCZxFJXXu9jvEpGjl+ir+r0zaCnu3VVcvYtfkdavxIBvER+xTWUHLRNZl9MhER6RYKnkUkPcl6HZOlaOTwKf7uSNtYNWcJTLkRGjYDnsGshqZGmDUr5/aHiIi0T8FzjnHOHZ7mQ4Z0SUNEkkk2AHDGDNi0yWbBC6do5Okp/qC6xuq7H6G0cRGPchwHMI+h1FlZugcfhOuvz3YzRUQkTQqec08liafDTsalub5IxyXrXa6qgrvvjk4fXViYcykaiXRp2sa8eQy++gcM3rwZfDMHMI/jCQ0EfOut6GQomnZbRKTHUPCce55DwbBkQ6Ie5fhlyQYAVlZCY6M9xjk477we0dvcVWkb8+fDkvtqYfPulPrF1DCKQWO+RO0uIyhZ9IQFzmHOKYAWEekhFDznGO99RbbbIHkoUY8ytF6WbABgRQX06WM1n4uLYcKELL2Q7Js/P1JAo7Q0EjiPZBAfs0/RF5R4D1/+cuvgGeCii+xywoTkP146IxPbyuGa3SIi3UXBc45xzg303q/JdjskzySbNS5+2eTJyQcABj2nPagHNdNpG7W10cpzpTee3zL99j4souSlujYeCdx+u13efTc8+6xdz1SN7EzU287xmt0iIt1FwXPu+cg59xw25fbDkQlKRLpWsh7lRMsSDQCsrLQg23u77CH1nDOZthHUcwYoLYWaDV8CbPrtEtoJnMPa+vHS0X2aiXrbqtktIgIoeM5F04CvA38Epjrn5gMPArO89zVZbZn0XslKyqVaZi7H6zl3tZbpt1dHAufI/9RRLGEMC9p+cHy+c3s/XjoiE+9Pnr/HIiIB53vQKdZ84pw7EJsS+xRgBDaIcBkwEwukX8le6zpn7Nixft68edluhmRaD8+HvegiuO22jj02vgcbYOghu1KyeXl0QbJBgcH026++areV8yySFudctfd+bLbbIflDwXMP4JwbBZwGnArsjwXStVhqx4PAc9775uy1MD0KniVXhIPeO++ECy6w6+mkbcyfD0seXgY1NZSeMJyaon0YNAj22QdKdusH9fXQt6/VwA5K04XpM1ikUxQ8S3cryHYDpH3e+yXe+19578uA4cAPgbeBi4CngY+dc3c5507KYjNF8k5tbSRwnjKF0pm/ombSVAZ9vMQC5xKik8Zs2mQPiA+UFTiLiPQ4Cp57GO/9Cu/91EhJu6HAROBF4AxgVhabJtLjlJRYhY2gykZwPZVe55YBgjU1lDa9Tk3zCGioZ58fHkvJJadaigNYb3PwBxYwB3+5oKoKpkyJtldERNqkAYM9mPd+tXNuBTAbOB34apabJNKjdLTaRssAwapllDYvtsCZoLJGLcyaBf/5DzQ0xD4w1yZDUfk5EZG0KXju+b4DTPDe3wT8I9uNEckXg+sWMvj6i6ChgVKaGEpdbEm6+MA5F6n8nIhI2hQ8i0je6sgkKS0zCD62nNKGBmqaRzCI1QxNp5ZzrlD5ORGRtCl4FpG8lW7aRkvgvCySruFKGeRWsU/ftygp+hw+AwoK4Otft9SNeLmUsgHJ63uLiEhSCp5FRFIQEzhf/11qNu8OhQXsc9Y+lFz082jg6VzPCJwDiWaMFBGRpBQ8i0jeCqdt/PGPydM2amsjgTNQuua/Fjj7JkY1LaGkdK/YwDlergbNIiLSIQqeRSRvhdM2vE+cthGs88kncMghULPsK+Cfsqm3/QJYd3RW2i4iItmh4DnHOOcmpPmQPbqkISJ5ZuutWy8LAudVq2DAAKipAX75SwucWWAr3XAD7L47TJzYnc0VEZEsUfCce/6CTb+dKpfm+iKSwBdftF4WHjS4ejWUlsJQno4tSQcwc6YFz97Hpm4oZUNEpNdR8Jx7ZqBgWKRbhHOevW+d89wySDBi1SrA7QSe2AB6/PjodQXMIiK9moLnHOO9/2622yCSL8I5z1tvHZvzvHJlaJBgKcydG+l5/uAVSr5UCM2RjUybppQNEZE8UpDtBoiI5Jr4wLmmxnKeWwYSNjVFe5gnTUpcZUNERHolBc8ikrdKSixVI0jXKCuzAPnjj+12EDgDjBoVN3FKfMCsAFpEJC8obSOHOOd+CPzJe7+pg48fA+zovX8ssy0T6Z3iZxh8/HFYtsyuH3II1PzpGXjlZUadPIIxZ41PvBEREckr6nnOLb8B3nbOXeWc2ymVBzgzzjn3EPAKsG+XtlCklxswAEaMAB58kNK7f8xRr9/EmF9/A6ZPj65UVZW19omISHYpeM4to4FXgSnAcufcHOfcr51zpzrnDnbO7eWc29c5d5Rz7mLn3AzgA+BR4FDgUuCG7DVfpGcJp218/rmVowMYPBhqHnmTVQyKrjxzpl1WVcHRR0NhYezGVGVDRCQvKHjOId77N733XwO+AvwDOAiYDPw/4AVgCTAfeBK4BTgLWA/8D7C79/42731zom2LSGu1tVD90wd53I1j7X0P8+7ZPwWsssagI/dhHxZFS9IF5egqK2HzZhs0WFgIv/mNAmcRkTyinOcc5L2fC8x1zn0POBwLpocBA4GNwMfAQqDSe784aw0V6enuu49Vv7mXZezBRvqxK8t59+yf0v+mX7PPT75KyZevtR7n8eOtqsakSfa4LbawALq4GCoqsvkKRESkmzmvHhPpZmPHjvXz5s3LdjNEYNw4amcvoo6hTOEqJnM9AEM/rG67sgZYj3NFBZSXd0tTRSQx51y1935sttsh+UM9zyKSt54Y+X1enj0XAE8zj3I8/VnHoSvjytIlMnly1zdQRERyjnKeRSR9VVUwZUqPrjpRWwtv7nEinHQKu7KcTxhAf9Yx4rE/MWRIaEXVbxYRkRD1POcw59xdKazWjA0arAH+7b2va2f9jrTjCuBIYCwwBPiF9/7aTD+P9BBBtYkg5/fpp3tc6kJtLSx8YAkDXnyLQ04dTs2/wFHAeB6i5LLZUFQEe+0Fs2Yl3kC2092qqmzgotJGRES6nYLn3PZdIPiWTtT95eOWNzjnfua9/12G23EhFqDPAr6X4W1LTxOuNrF5s93uQQFcEDiv/smNDGpcyaP/3B8YzgDWUMdQ6t6CodRRUjMr8QZyIXDu4T9eRER6MqVt5LbdgYeBNcDPgAqgNHL588jyh7CSdpOAj4DfOudOznA79vbeHwRcluHtSk9UUWFBW2Fhj602Mfidlyhteh18E7uynAOYx2BWZ7tZqUn040VERLqNep5z2ynAYcB+3vsPQ8vfAJ6LTJLyKvC8936qc+5xLH3jUizozgjVjpYY5eXW29kD0wbmz4clS4CBX6G06E5W1w9iEKvZh0U8zNcpY37bG8h2rzNEf7yoVJ6ISFYoeM5tE4F/xgXOLbz37zvn/hlZb2rk9r+BY7uzkZKHyst7VNAMkcD54WVQU0PpCcOpueovuF/+LwB1DAU81YwBImkbxA0fyIXAGXr0jxcRkd5AwXNuGw582s4664BdQ7eXA1t3TXNEeqaWwHnKFEqbXqdm1pdh8mRKi97BNzRmu3np64E/XkREegsFz7ltNdaL3FZB2eOw3OdAf9oIuJ1zx2DTe7dnjve+IoX1Ej3HRKw3PKFhw4Z1ZLMiHVJbG0nVqKmxwLl5BPhGRq15njGbX4J+/aC+njs5L3GPM+ROr7OIiGSdgufcNhP4vnPuPuBq7/2K4A7n3DBgCrAfcHPoMWXAsja2ORcbdNieDWm3NsJ7Px2Ynuz+sWPHKhKRblFbCwsX2vXSE4Zbj7NvZFTxMsaceRG1tVD3wiYAtn4AnrlxLqUsjQ2iFTiLiEiIgufc9r/YgMHvAN92zn2IVdTYEdgJKAQWRNbDOTcUaADuTbZB7/0GYGmXtlokBwSB8+rVUFoKNQf9HpoaGcVSxjx7i6U91EbXHzYMPrnpfvh+WXShAmcREYmj4DmHee/XO+cOAa4EzgF2A4Kch3eAGcAN3vtNkfXrgEOy0VaRXDR4sP1x8EGUNjVGe5SPOAI2b26ZgrvuiYWse+QT+o/+Esyrtj7nodDeDN0iIpJ/FDznOO99PXAdcJ1zbhtgW2C99/6z7mqDc24sNngxqAs+yjn3jcj1RyO92SI5o6UkHZFe58Y9GMRqhgapGA0NLeuWvFdFySVHs2pTBa9UHkTZN4/TYDwREUlKwXMPEgmYuy1oDrkU6/kOfDPyB1bpY3l3N0gkmVaBcw0MKlzHPk2LonnMRUUt69c+Mo+6+i+Db2J945ZU378UissZOpSWnmkREZGAgucewDm3JXAasD/RahrzgYe891909fN777+LTRUuktMSBc4A+6z4DyXDi21EQFGRTTASKC+HogcY3PAJuEIoK2u1XRERkYCC5xznnPsqcA+wPeBCd3ngD865c733/85K40RySEtJOmID51GjIj3I4YA5pOTrYyl59kaorOTRd75B2bkqpSgiIskpeM5hzrkxwINYVY37gWeAOmAocBRwBvD/nHOHeu+rs9ZQkSyLKUl3dhk1jARgVPX9jBnT/mPrisvhuHL6z4XqyP8kpW2IiEgiCp5z20+xHubDvPcvxt33F+fcn4BK4GpgfDe3TSQnzJ9vFeVWr44LnFnCmDLXbrm5kpJokLxqlbI2RESkbQXtryJZdBjwzwSBMwDe+5eA/xdZTyTv1NZabFxWZoEzQClLOYpnGcOC1DZSXAzOQUEBg59/sOsaKyIivYKC59y2HfB+O+uswMrXieSdhQstt7naWeBcw0hWMSj1DRQXR8vWec/Q31wK05NOjikiIqLgOcfVAge2s85YCOpvieSH2lp4/PHo7IFggfMolnA8sxNPre1c9C8QqvcM2ONmzuzi1ouISE+m4Dm3PQoc5Zz7iXOuMHyHc67AOfdD4JjIeiJ5obYW6upCOc5jzwRgEKtjUzXOPDN6PRwwh2+H6j23GK/hAyIikpwGDOa264BTgF8Dk5xzz2O9zEOAr2Cz/q0EfpWl9olkRVkZMDaa41zGfGoZGl3hzDPhvvvsenzgHLZ5czR1wzm4/XaYOLHrGi4iIj2egucc5r1f6Zw7FJgGHAvsErfKk8D3vPdK25C2VVVBZSVUVPTYqadra+3ymWdiUzUGsZpahlrKRXxljbYC50CS+s8iIiKJKHjOcd775cA459xO2AyD22EzDL7qvf8wm22THqKqCo4+OtrL+vTTHQ+gsxiE19VFqmqU2mU1cBTPRvOb09FO+ToREZFkFDz3EJFAWcGypK+y0gLnpia7rKzsWOCbySA8DUGPc824H8CaF2DIEKr//W9q7q1m6NmhWUxSDYi97xU98SIikh0KnnOIc+6uDj7Ue+/Pz2hjpPeoqLBgNwh6Kyo6tp1MBeFpqK2NpGn8+GuUrrEe5pqV23HUyQcy9OWXKfG1bW/A+9jUjSBwzsKPABER6R0UPOeW73bwcR5Q8CyJlZdbgNjZntZMBeEpqq21mf9KS6Hso0epZn/KmA9ASe2rkOrU2fE90ln4ESAiIr2Hgufcsmu2GyC9VHl55wPETAXhKWjpcY4MDKze8avUrNyOodQxlDoYNqzjG+/mHwEiItK7KHjOId7797LdBpE2ZSIIb0dMj3MZVFdDWd2/GbrzgZTUrrTAefnyjj9BN/4IEBGR3kfBs4jkjFY9ztU2/fbQoVDywcttPzidQYDd8CNARER6JwXPIpJ1QW9zqx7nskjg3F5+swYBiohIN9H03CKSVbW1sHCncVS7MqpdGSxc2NLjHATV7Uo0CFBERKQLKHgWkW4X1G7GOep2KmMwqyljvlXTOO9cyjZXcdRRKQbOEB0EWFioQYAiItKllLYhIt2ubqcyoI46xlDDSEpZSjVjAFjFIKispGRyGmkXGgQoIiLdRMGziHSLlhQM51jFcS3LS1naEkC3lKKruDb9J9AgQBER6QYKnkWky9XWwsKFUFcHMIbBrG65bxWDKGVpywQozJ2rIFhERHKWgmcR6TJBbnNdHQwebNUzYD7VjGkJlqsZY73N8TMBioiI5CAFzyLSJebPh4/HfpXVfgC4QkpfmUF1NTDPs2rsuJb1hn5YnfrAQBERkSxTtQ0RyZigp7nWlfBC2SUWOAOlfjE1B0wArG7zPh8+YT3N3itwFhGRHkXBs4hkxPz5lp5R60qYyaksYVTLfY9yPJ/4bVomPOlQwOxc9E9ERCRLlLYhIp3yV3c6I3mDJYzC3Xc/NRzJOvpzKHN5l+EA7Ma7HFnwPCUlf+rYk8QHzM4pR1pERLJCwbOIdMj8+UDZ/jzO93mb3VnPNux71pkA7MpyXmM0+7KIQaxmn4IllDS9n90Gi4iIZIDSNkQkbbW1sGQJPMoJfMjO1FLCviyynuZ778fh2ZdFHMWz7PPhEwqcRUSk11DPs4ikpLYWSnbrB/X13O1+xqyy6/iCMxjKSt5kT+ZwOHuzmBNHgZ/3V5yDkjEZeOJEOc5K2RARkSxR8CwibQpmBqwbXs7KhlIe5QQW+NGMnX87fO97zLkdRlHDkVRy3oe/pqQkNJugiIhIL6PgWUQSagma6+xyVcO2DGYzJ/AEJ/AEjzYfDyVQdtZoxo0bzahR32oJmBU4i4hIb6XgWSSfVVVBZSVUVLRMiR0OmgFqauxycNF6aLDrqxjErn0+hF1h991h5EgYk4kUjUS8j03dyOWUjQT7U0REehcFzyL5qqoKjj4aNm6klqGURKbIjg+aS0sjt++q4qjzd6Vk83Kqiw5mhxefALowaA7L5YA5EOzPzZuhuBiefloBtIhIL6RqGyL5qrKS2o39AahjKGATnNTUWK9zS9BcY7MClpZCSf274D1Dl1cxZkw3Bc49RWWlBc5NTXZZWZntFomISBdQz7O0yTm3J3AJcCSwG/AZ8Arwc+/9a9lsm3RMuGpGHWMooY5VDKIai4TDQfNRR9n1+Bxm5TQnUFFhPc5Bz3NFRbZbJCIiXUDBs7TnOCxwvgeYD/QHrgRecs4d6r2vzmLbpAPqhpdT0lBPLUOpYSQAg1ndcv+qVXD88XY9HCT3+oC5s/nK5eWWqqGcZxGRXk3Bs7TnAeBP3keTTp1zzwDLgR8AE7LULklRS9m4SHC4qmHbaC8zSwGoYSRH8SwlvpbqyM+hoZbJ0fuDZshcvnJ5uYJmEZFeTsGztMl7vzrBsk+dc28CO2WhSZKmujpg3jzqvvUjaGhgME0t961iEMf3nQMvVFNSZsuyEjRnu0pFonxlBcEiIpKAgmdJm3Nue+DLwN3ZbovEcS6mckagZPGTlDS+BM1NVBccQJmbD01NVBcdDJs2MbQ2uolu72nOhSoVylcWEZEUKXiWjrgZcMDURHc65yYCE5M9eNiwYV3TqnwXqYUcVM6oc2Uwz3IwqoecCH3+zVC/AoqK4Nnnoby8JWjOampGLvT6Kl9ZRERSpOA5zzjnjgGeTGHVOd77igSPnwx8Bzjfe/9Wogd676cD05NteOzYsT2gaG/PkWgq7BLqrPe5DKqroezcfWDkjRYc7n0slI+19XIhnzlXen2VrywiIilQ8Jx/5gKlKay3IX6Bc+57wG+An3nv78p0w6RjgklN6ogWXQ4GBIbTMYLgMBfi5Rjq9RURkR5EwXOe8d5vgEiJhTQ4584GbgV+773/dcYbJimpdSXWowwwd25LoFlSAiW+GpyjmjGUMb9nzMoXUK+viIj0EJphUNrlnDsVGxx4p/f+R9luT95yLjoTIEOpPuRSqu9eCFhqRnU11H7oLc85PFgw57qaRUREei71PEubnHOHA38DFgJ/cc4dHLq73nv/anZalicigwDjteQ0r/wP1fvsQ1lZB7ad7fJwIiIiPZCCZ2nPUUBfYH/ghbj73gOGd3eD8kak7BxEK2hAKJ+ZOkoSDK5Lqac5F8rDiYiI9EBK25A2ee+v9d67JH/Ds92+3q4uUrO5jPmWxwwt10vmzrRyc0Pb2UgiicrDiYiISLvU8yySQ2IGBCYyrxriUjQ6lNOcK+XhREREehgFzyK5wrmWcnMJ0zQ+rKYjncwJdXd5uHDudi5XAekp7RQRkaxR8CySRYl6mlsGAwLV83zHBgOmorvKw8UPenQuNwPTntJOERHJKgXPItnSXk9zW+kbIiIikhUKnkW6UZtTaUN0ghOwXs9aREREJIcoeBbpLi09zXXUzauFSA9zTE9z3IDAXjHBifc9I5e4p7RTRESySsGzSBerrYWSnaJBWQl1lIy1fNpqV5YfPc09JRDtKe0UEZGsUfAs0sUWLqQltxlCPc219M6e5u6kWRJFRKSbKXgW6QLh3ObBg2npXY7JaVag3DmZnCXxrLPgscdg7drosi23hC++yExbRUSk11DwLJJBQdC8cCHUhYplVM/zMLaMVQyyBZH0APU0d0KiWRI7EjxvtRVs2NB6+YYNdp8CaBERCVHwLJIBQdBcV2eXgwfTUp+5ujpy3VdTW0vv7XHu7sF2mZglcfjwxIFzoK37REQkLyl4FsmAoJe5pia6rLraLletii7rtT3N2ZhgJBOzJK5Y0fb9W27ZkZaJiEgvpuBZpJPmz48GzaWldllTA0cdZcFybW+toJELOjtL4rBh8N57ie9TzrOIiCRQkO0GiPRU8+db7/KSJbFB89ChdjvoZe61vc25pqoKpkyxy1QtXw677GI95bvsYr3lwZ8CZxERSUA9zyJpCvKbvY/mNUP0el4Gy9meYKQzlTeWL2+9TJOliIhIEgqeRdKUKL85uB7EXHkbQGdLpipvQHbyt0VEpMdQ8CySKueYz37UMArm3R+TqjFqFIwZ0/bDpQtlovKGiIhIChQ8i6RgvtsfzxhqGEkpS2FsGTX3VnPUUXZ/rwuce9rMfZmovCEiIpICBc8ibWjJb6YgOjMgkRkDS3tpekYmZ+7rTp2tvBHIdv62iIjkNAXPIm1oyW9mZMuy4HqvzW9uK384V3ukM90uBcwiIpKEgmeRBILazC31m+fdb6kajGQUSxjjX81e47pasvzhXO2R7qp2BdN2FxXBnDm58VpFRCTrVOdZJKS21v6eecZ6nWPqN39YTem8+3t34AzR/OHrrosNRBP1SOeCrmhXEDgDNDTAIYekVz9aRER6LfU8ixDNba6rs3rNpaV2WV2dp/WbE+UP52pFi4EDoaDAUi0y1a4gcA7rTPk7ERHpNRQ8i5C4dnN1dXTGwKFDbVleBdDxcrGiRVUVXH659ToXFMDUqYnblW5O9JZbtg6gc+XHgoiIZJWCZ8lrrXKbQ2kaRx1lQXNeB8zxMlXRIlOClI3mZhvBuWZN63WqquDII6M95s8+2/5r+OKLzOc8V1XBT34CS5fC+vVQXw/bbgtnnAETJuTWfhURkaQUPEveCVI0gtzm0tLWQTMoaO4RUkklmTHDAlWwyxkzUgtUv/ii/XVSLWlXVQWHHWY95GGffgq33w7Tp8PEidEguqrK2gmw//7w2GPwxhuw115w5ZUKtEVEskjBs+SdujoLjEtKlNvc43VHKklVlQ0YDIuvBQ1tT+NdWdk6cA5rbrYg+vbbYZtt4LPPEq9XUwOPPAK33WbBtoiIdDtV25C8EaRorFoF1a6MalcGY8tacptra5Xb3COVl8PkyckD5wkTrFfaObucMCG17U6fbo+JD5yhdeDcnnTypZMFzoHmZrj4YlX/EBHJEvU8S14Ip2gMPqGsZfkqBnH8WMfQD70C5t7svPPsMllucfyAwunTYdKkzD1/eTn06QONjZnZXlOTqn+IiGSJgmfJCzEpGtAy1XY1Y1rul14ofgKVRL3OiSZZmTmz/W2nM4339OmZC5wDAwdmdnsiIpISpW1Ir1Zba/nM1dV2u7rapteuxfIzhlKXxdblIOeif71BKhOoJFpn/Pi2txsEyt5H/9ry5z+n3/b2JKosIiIiXU49z9KrBQMDIToocOiH91OykwWHJdS1H/jki3QGwPUUqVTjSLROkA4RTt3ozL7o16/jj01GdadFRLJCPc+Sd0pKSL3HUHq2+KnGAaZMiR1sl2w68okTWx8nVVX2+IED7cdFMMK0LdOnw3//m9nXte22yncWEckS5xU8SDcbO3asnzdvXrc/b1DfWZJIlKrRmz4fEuU2pxOABo/fuDF2+ZAh0SkqEz0mUX3nzho8GD7+OLPbFOmhnHPV3vux2W6H5A/1PEubnHPbOOf+4Zx7yzn3hXNunXPuJefcWdluW7oUOLcjPlDubYHztdfaJClt5T+3JciNjrdyZeL1r7oKxo3LfOAMcO65md+miIikRDnP0p5ioBGYAiwH+gLfBu51zg323v8hi22TTOtNATNEZ+q76y6rdtHcDAUFyfOf2xLkRifqeY5/vhdfhAULOtn4NpxyStdtW0RE2qTgWdrkvV8DfCdu8aPOuT2B8wAFz5KbgjSLTZuiPwoKCuCYY6wXOt2c4fBshjfeCGvXxqZsVFXBkUdGpwLvSqrxLCKSNUrbkI5aAzRkuxEiSQVpFkHg7BwUFloZuo4GnsFshmvW2HbDuc4zZnRP4FxYqEobIiJZpJ5nSYlzzgGFwHbAeGAccH5WGyXSlnAJuoICS9loaoLLL4fRozvXc5utOtiFhXDrrep1FhHJIgXPkqpLgJsj1xuAH3jvZ2SxPSJtC6dZrFgBd9xhAXQwWLCjAWh3B87TplmwH54+XEREskbBc55xzh0DPJnCqnO89xWh238HXgQGAV8HbnbONXnvpyV4jonAxGQbHjZsWFptFumw8nL7q6qCe+6xtArnUpvaOhj8t3Kl5TZPmNC9gWtBAdx2m9WbBgXNIiI5QnWe84xzbksgleh1g/d+RRvb+QuWvrG99z6t3Ods1XmWPDd9Olx6qaVu9O2buM5zVRXccAO8+Sa88UZsmbniYuv9PeSQ1J7vzDNh1SrYbz/b3sMPt1/N5MAD4eWX7XphoU3cMnlyqq9QJC+pzrN0N/U85xnv/QZgaQY2NQ84B9gR+CAD25Oeqqqq8ykFwTYGDrTBeKluK9w7DPDEE1ZKLtHEJa++auXqvLd1Lr8czj/flgO88w7Mnp38uTZvtsGGQf50IsOH22X//nD//XZ99uzUpzqvqIB586Il9RYvjk0T2Worm9Vw7VrYsAFGjozNgQ6/FxB7PZispW9fq0AS7DtI3qsebG/dOrssKYErr4xdN/4547cZ34O/7bbwr3/Z6/ra12xfBe/7wIG232pqoLTUfoAEy+OPi7aOmenT4c9/tvaecAI89pjNkjRihP2gGTzYfjytXm1Tp198MVx/ffvvj4gI6nmWDnLO/RM4HhjovU8wc0Ry6nnuRTo7a194G/X10aAxWc9w/OPaKg0XX0buiCOgoRcWiCkoiE7/HbwXhYUWnDY22vX4yV2Kiuxxwb4LetXjg+L4Un8AffrAc89FA+Pwc3of3cfFxXDzzfD976dWhSTZD4xgefi4CF5romNm0SKYNCmlXRfjyisVQPdQ6nmW7qZSddIm59wk59zdzrkznXNHOOdOc849AHwD+FW6gbP0MkE5uI7O2hfeRtCbGx7Ul8rjkgnP/FdZaYFkLtt++449rrnZXl/4vWhoiL0eL7g/fDt+f8eX+gs0NkbXjX/O8HM1NMDMmW2/R2HJOnKC5eHjoq1jZubM1J4v3oMPduxxIpJ3FDxLexZhqRk3ArOxihuDgK9579VNk++CcnCFhR2btS+8jYLIx1GqMwAGj0smPPNfe+vmghNO6NjjnLPXF34viopir8cL7g/fjt/fwfbiq4v06RNdN/45w89VVGRpLu3t92D7yaqYBMvDx0Vbx8z48W0/XzKnndaxx4lI3lHahnQ7pW30Mj0l5zm87vLlsdNnH344fOlL8NJLlhu7YYMFiTvuaG15/327L5OToAweDNttZz3Or79uz9kR06ZFK3KkkvMc9r3v2aVynpWy0YMpbUO6m4Jn6XYKniUnTJ9up/jHj48Gn4Fx4+D552GHHWD9evjss86lfcR/zmaqVnRbebpBANmvn92eNy9xgK7vAOnhFDxLd1PwLN1OwbPknLPOst7QhgbruU5XYSGcdBLMmhVdFv/ZetVVllf71ludamqLcI9zoKoq9VJ6AX0HSA+n4Fm6m0rViUj+ueoq+P3vW6cxpOu446I5uPFpD+PGtV36Ll1nngn33dd6eTi14oYbMvd8IiKSkIJnEckvV13V8SDTOfvbfXebsTAcMI8aZbm6mZQoYA6nm4BN/BLUr06Xep1FRNKm4FlE8ks6JckKC22Am/eWIhGfX1xYmHzClI6KD2iDnuVrroktBTd7dtsTtoTtu6+Vcttrr9YD/kREJC0KnkUkv5x2WvKe53AwWloKS5bE3t+vX+YqbhQUwG23tc5bDgRVKu66K3mt5PjAOdFEI3PnKlgWEckgBc8ikl+C3uNwznNBAZxxRusUiYEDbSrsTEmWtxwv2ex+8YqK7DUUFMAVV1jZt86UDBQRkXYpeBaR/HP99YlLvE2fDj/6EXz+eefzgQsL4Yc/7Fj94GSz+4VdeSWccgpUVrL+yCP5eNAgGoK0jkznXotkQVFRETvssAPbbrtttpsiEkPBs4jkt+nTLZ949erMTOGdaIKWdAUz6G3ebJO1nHuu1WxuaLCg/PnnW3qX1++9Nx999BE7lZSwxRZb4DJVQ1oki7z3bNy4kQ8//BBAAbTkFAXPIpKfqqos9zlcm7kjEqViBIP8Fi+2mQlPOy29HujycpsBLzxz4223JVz1448/ZqeddmLLLbfs6CsQyTnOObbcckt22mknamtrFTxLTinIdgNERLpdkFPc0cB57lxLqfA+GjhXVcGUKdaTffTRcPXVNtX0W29ZkH7VVek9R3k5TJ7cbv5yQ0MDW2yxRcdeR474y1/+gnOu5a+wsJCddtqJb33rW7zxxhttrrvNNtuw7777csstt9AYd+Zg48aNbLfddjjneO211xI+9/r167nmmmsYNWoUW221FQMGDGD06NFMmjSJjz/+uGW9+vp6/vCHP7DvvvuyzTbbsO222zJy5EjOOeccli1b1ubru/baa7N2RqCyshLnHE899VRWnr+ztthii2g6kkiOUM+ziOSfIKc4FX372sC9tgTB+ObNVvEiUfm4Bx/sWP5zCnpLqsY///lPdt55Z5qamnj77be57rrrOProo1m8eDHbbbddwnXXr1/PP//5Ty677DI+/vhjfvnLX7as8+CDD7J+/XoAZsyYwe9///uYbTQ1NXHMMcewfPlyrrrqKvbbbz+++OILXn/9df72t79RW1vLDjvsAMAZZ5zB7NmzufLKKzn44INpamqipqaGf/7znyxZsoQRI0YkfV0XXHABxx9/fKZ2U17pLce29DLee/3pr1v/ysrKvEhWzZ3r/RZbeF9Y6H1RkfcDB3rfr5/3O+/s/YEHej9tWnrb+81vbFvgfUGBbTPaN21/V17ZJS9lyZIlXbLd7nT33Xd7wC9btixm+ZNPPukB/+ijj7a7bkVFhd9mm21ilh177LF+++239wcddJDfcccdfWNjY8z9Tz/9tAf8rFmzErarqanJe+/922+/7QE/derUNtfLRc8++6wH/JNPPpn2YxsbG31DQ0MXtCo97R3jwDyfA99t+sufP6VtiEj+CXKKr7sO5syxwYIbN8L771uOcrLay8kEA/wKC62n+pZb4De/sXzoPfawyhhd1OvcmwV5rqmctj/ggAP47LPPWlItPvzwQ55++mlOP/10LrjgAj766COeeOKJmMesjZQhHDJkSMJtFhQUpLVeMonSNv74xz9SWlrKFltswYABAxg7diwPPfRQy/3ee/7whz+w1157UVxczNChQ7n00ktbetIDjY2NXH/99YwaNYp+/foxePBgjj/+eJYuXRqz3oYNG7j00ksZNGgQgwcP5qyzzmLdunUx6zjn+OlPf8pvf/tbdt11V4qLi1m0aBEA9913H/vuuy/9+vVj0KBBnH322dTFDYwdPnw4Z511Fg888AClpaVstdVWjB07lv/+97+t9smcOXM4+uij2Wabbdhqq60YN24cr7/+epv7USRXKG1DRPJTeXnm6iEnGuAnaWtqaqKxsZGmpibeeecdrr76anbYYQcqKirafey7775LYWEhW2+9NQD33nsvzc3NTJgwgdLSUi677DLuuecevvrVr7Y8ZsyYMfTp04dJkyZxzTXXUFFRwYABA1pte+TIkWy77bb85Cc/oaGhgWOPPZYdd9yxw6/z/vvv54c//CH/+7//y2GHHcbGjRtZuHBhS5AO8NOf/pQpU6ZwySWXcNJJJ7FkyRJ+/vOf89prrzFnzpyWgP30009n1qxZXH755RxzzDFs2rSJ5557jrq6OkaOHNmyvR/84Ad87Wtf469//StvvPEGV155JYWFhdxzzz0xbfvLX/7Cbrvtxo033shWW21FSUkJ06dPZ9KkSXz7299mypQp1NbWcvXVV/PSSy8xf/78ln0O8Pzzz/PGG29w3XXX0a9fP37+85/zta99jeXLl9O/f38A/vOf/3DyySdz4okncl9kzMD111/PYYcdxsKFC/nSl77U4X0r0i2y3fWtv/z7U9qGSOZkLG1j7lxLP5k7NzPbS0OQihH/V1JS4l9++eWE6y5dutQ3NDT4tWvX+ttvv90XFBT4k08+uWW90tJSv9dee7XcPv30033fvn39J598ErO9O+64w2+11VYe8M45P2rUKP+jH/3If/jhhzHrPfLII37QoEEtbdttt938JZdc4mtqatp9fddcc423r1tzySWX+P333z/p+mvWrPF9+/b155xzTszye++91wP+4Ycf9t5H007++Mc/Jt1WkLYxYcKEmOWXXHKJ79u3r29ubm5ZBvihQ4f6DRs2tCxrbGz0O+ywg6+oqIh5/PPPP9/quXfZZRffv39/v3bt2pZlr7zyigf8/fff37Js991390cddVTM9j799FM/cOBA/4Mf/KDVa1Dahv5y7U9pGyIi+S4Y8Pjzn9tlVVVWmvHQQw/xyiuv8PLLLzNr1ixGjRrFV7/6VWoSTPoycuRIioqK2H777bn44os588wzueuuuwB4+eWXqamp4eyzz25Z/5xzzqG+vp5//OMfMdu54IILeP/997nvvvuYOHEizc3N3Hjjjey9994sXry4Zb2TTjqJ5cuX8+CDD3LZZZfRv39/br31Vvbff/+0K1kccMABLFiwgMsuu4ynnnqKDRs2xNz/4osvUl9fz1lnnRWz/PTTT6dPnz7MmTMHgNmzZ+Oc48ILL2z3OU888cSY26NHj6a+vp6PPvooZvnxxx8fU73ljTfe4OOPP+bMM8+MWe8rX/kKu+yyS0tbAuXl5TG996NHjwZgxYoVACxbtoy3336bM888k8bGxpa/LbfckvLycp577rl2X4tItil4FhHJd0H1kaYmu6yszEozvvzlLzN27FgOOOAATj75ZB555BG891x77bWt1g0C7aVLl/LFF18wY8YMtt9+e4CWVISTTjqJdevWsW7dOg444AAGDx7cKk0BYMCAAZx55pncfvvt1NTUMGvWrJYSdmFbbbUVp556KjfddBPV1dXMnTuXwsJCfvKTn6T1OidMmMBtt93GSy+9xLhx49h+++057bTTWL58ORDNsR46dGjM4/r06cPAgQNb7l+zZg3bb799SqUKg30T6Nu3LwCb4irJxD9nsraA5YCvjZu+vr3nCXLSzz//fIqKimL+/v3vf7NmzZp2X4tItinnWUQk34VnNCwutts5YIsttmC33XZj4cKFre778pe/zB577NFq+ebNm3nggQcA2HfffVvdv2rVKt56662Ejw2cfPLJ7LvvvixZsqTN9h188MEcd9xxPP744+29lBjOOSZNmsSkSZP45JNPmD17Nj/84Q/59re/zUsvvdQSgK5cuZK999675XGNjY2sWbOGgQMHAjBo0CDWrl3Lxo0bM1brO35gY7gt8VauXMnYsWPT2n7Q9ilTpnDMMce0ur+4uDit7Ylkg3qeRUTyXbj6yNNP58yAxw0bNvD2228zePDglB/zr3/9i7Vr13LNNdfw7LPPxvwFQfWMGTMAWL16daueV4AvvviC999/v6W39bPPPmtV5QJsgOOyZcsS9sqmasCAAXz729/mW9/6Vku1iYMPPpi+ffu2tDfw97//ncbGRo444ggAjjvuOLz33HnnnR1+/vbstdde7Ljjjq3aMnfuXN57772WtqSzveHDh7N48WLGjh3b6m+fffbJZPNFuoR6nkVEJLPVRzpowYIFrF69Gu89dXV13HLLLaxdu5bLLrss5W3cc889bL311vzoRz+KqQIR+MMf/sCMGTP4xS9+QWVlJRdddBHf/e53Oeyww+jfvz/vvfceN998M2vXruWKK64ALO/3yCOP5Oyzz+boo49mhx12oK6ujjvvvJPXX3+dW2+9Na3XOXHiRLbZZhvKy8vZYYcdePPNN7n33ns57rjjAOvtveKKK5gyZQpbbbVVS973z372M77yla+05C8feeSRjB8/niuuuIL333+fo446ioaGBp577jlOPPHElKqUtKewsJBf/vKXTJo0ibPOOouzzjqLDz/8kJ/+9KeMGDGCc889N63tOef405/+xMknn8zmzZv51re+xaBBg/joo4+YO3cuw4YNa9nvIrlKwbOIiOSEb37zmy3XBw8ezJe//GUef/xxxo0bl9LjV61axWOPPcaECRMSBs5gubYTJ05kzpw5HHzwwVxwwQU888wz3HPPPXzyySf079+fAw44gCeffJKjjjoKgD322IMf//jHPPX/27v3+Kmqev/jr7eCNy6CJqJ57yZyvKT4CzOFvCaWCKhpKFGRZp1z9JhmWEcx43jUSjqWafYrBBQ9hHjylomEl9QKTY8iapoQAioICXJT5HP+WHtgmO/M97uH72W+l/fz8ZjHwN5r7fnMmj3f+ey11157+nSmTZvGkiVL6Nq1KwcddBBTpkzhlFNOqep9Hn744fzqV79i4sSJvP322+y6666ceeaZXH755RvKjB07lp122okbbriB66+/nh133JERI0Zw5ZVXbjKv9G233cZVV13FzTffzLhx49h+++059NBDGTVqVFUx1efss89mu+2245prrmHw4MF07dqVQYMGcfXVV1ds5/oMGjSIhx9+mLFjxzJq1ChWr15N79696d+/P5///OebLG6z5qKIqHUM1sH069cvZs2aVeswzNqFOXPm0KdPn1qHYdZsGtrHJT0ZEdUNvjZrBI95NjMzMzPLycmzmZmZmVlOTp7NzMzMzHJy8mxmZmZmlpOTZzMzMzOznJw8m5mZmZnl5OTZzMzMzCwnJ89mZmZmZjk5eTYzMzMzy8nJs5mZmZlZTk6ezcys5saPH48kJPHSSy/VWT9z5swN66dPnw7AmDFjkMS6des2lFu+fDmXXXYZ++23H126dKFnz57sv//+nHPOObz55pubbKe+x8iRI3PHvmLFCi688EIGDhxI9+7dkcTMmTMb2yRm1kp1qnUAZmZmBd26dWPixIlcccUVmyyfMGEC3bp1Y8WKFRXrvv/++xxzzDHMnTuXiy++mIMOOoiVK1fy3HPPMXnyZBYuXMjBBx/M448/vqHOokWLGDp0KKNHj+akk07asHynnXbKHfNbb73FL3/5Sw4++GCOPfZY7rjjjiresZm1NU6erSqSzgBuBRZExG61jsfM2pehQ4cyadIkvve97yEJgNWrVzN16lSGDRvG+PHjK9Z96KGH+POf/8ydd97J4MGDNyw/6aSTuOSSS1i/fj1bbLEF/fv337Bu7ty5AOyzzz6bLK/GnnvuydKlSwGYPn26k2ezds7DNiw3ST2Aa4HXaxyKmbVTZ511FvPmzePRRx/dsGzatGm8//77DBs2rN66hQS2d+/eZddvsUV1P3mDBg3ikEMOqbN80aJFdOrUiXHjxgFsSPLNrGNw8mzVuBp4Bri/1oGYWdNbuLDWEaRe3COPPJKJEyduWDZhwgSGDBlC165d66178MEH06lTJ8455xymTZvGsmXLGhXLiBEjeOqpp3j++ec3WX7rrbcCcMYZZzRq+2bWNjl5tlwkHQ6cCXyj1rEAIG18mFmTWLSo1hEkI0aMYMqUKaxZs4ZFixYxffp0RowY0WC9ffbZh5/97Ge8/PLLDB06lB133JG+ffty0UUXsXAzjgwGDx5M9+7dN0nkASZOnMhxxx3HzjvvXPU2zaztc/JsDZLUGfg5cE1EvFzreOokzE6gzdqVU089lbVr13LXXXdxyy230Lt3b44++uhcdUeNGsX8+fOZNGkSZ599NuvXr+cHP/gBffv2Zfbs2VXFse222zJs2DBuueUWIgKAZ599lmeeeSZXMm9m7ZOTZ8vjYmBr4Mo8hSWdLWlWpcfixYubN1ozy23hQnjyyfSAjf+u5RCObt26cfLJJzNx4kQmTJjA8OHDqxqv3LNnT4YPH84NN9zAnDlzuPPOOzdMYVetESNGMH/+/A1Tz02cOJFu3bptckGimXUsnm2jg5F0DPBAjqIPRcRASR8GvgMMiYg1eV4jIn5O6qkuq1+/fpErWDNrdrvumh6QkuYy18fVxIgRIzjxxBNZv349kydPbtS2Bg8ezIEHHlhn7HIeAwYMYI899mDSpEkMGDCAyZMnc8opp7Dttts2KiYza7ucPHc8jwF9cpRblT3/FzADeCKbbQNgK0DZ/9dGxOqmDrJeEZsO1Qjn4mbtzbHHHstpp51Gjx496Nu3b646S5YsoWvXrmyzzTabLF+5ciXz58/ngAMOqDoOSQwfPpyf/vSnDBkyhNdee81DNsw6OCfPHUxErAJeqKLKfsCeQLnL1pcBPwbOb3xkVXLCbNbkdtml1hFstOWWW1bd4zxz5kzOPfdcRo4cyRFHHEGPHj2YN28e1113HUuXLuWCCy7YrFhGjBjBlVdeyde+9jV23313BgwYUKfMfffdx8qVK3n22WeBNOf0kiVL6NKlCyeccMJmva6ZtU5Onq0hpwPblCz7NnAIcCrwWotHZGbNojB8o63q378/o0aNYsaMGdx8880sW7aMHj16cOihh/LAAw9w1FFHbdZ29913X/r168esWbMYPXp02Xmdzz33XObNm7fh/2PGjAHS1HuFG7GYWfugcA+eVUnSeOCYzb3DYL9+/WLWrFlNG5RZBzVnzhz69MkzEsusbWpoH5f0ZET0a8GQrIPzbBtmZmZmZjl52IZVLSJG1joGMzMzs1pwz7OZWRvn4XfWXnnfttbIybOZWRvWuXNnVq9u2dkizVrK6tWr6dy5c63DMNuEk2czszasV69eLFiwgFWrVrmXztqNiGDVqlUsWLCAXr161Tocs014zLOZWRvWvXt3ABYuXMh7771X42jMmk7nzp3ZeeedN+zjZq2Fk2czszaue/fuTjDMzFqIh22YmZmZmeXk5NnMzMzMLCcnz2ZmZmZmOTl5NjMzMzPLycmzmZmZmVlOTp7NzMzMzHKSJ9W3liZpMTCvhV7uA8CSFnqtjspt3Pzcxs3PbdwymqOd94yInZp4m2YVOXm2dk3SrIjoV+s42jO3cfNzGzc/t3HLcDtbe+BhG2ZmZmZmOTl5NjMzMzPLycmzmZmZmVlOTp7NzMzMzHJy8mxmZmZmlpOTZzMzMzOznJw8W3v381oH0AG4jZuf27j5uY1bhtvZ2jzP82xmZmZmlpN7ns3MzMzMcnLybGZmZmaWk5NnazckXSDpLkmLJIWkMVXWP1nSXyStkTRP0nclbdlM4bZJkraQNFrS3KydnpE0LGfd8dnnUvoY18xht0qSdpf0a0lvS1ou6Q5Je+Ssu42ka7J9fbWkxyUd2dwxt0WNbOdy+2tIOqiZw25TJO0m6bpsP1yVtdFeOet6X7Y2x8mztSdfBXoBd1ZbUdLxwFTgz8AJwI+B7wL/0YTxtQdXAGOAn5Da6QlgiqRBOesvBg4reVzb9GG2bpK2A2YA+wJfBM4CPgL8XlKXHJv4/6T9/VLgs8Ai4H4ndZtqgnYGGE/dffalJg+2bfswcBqwDHikyrrel63N8QWD1m5I2iIi1kvqBLwHXB4RY3LW/QuwPCIGFC27lJRA7xERrzdHzG2JpF7AfOA/I+KyouUPAjtFxAEN1B8PHBMRuzVroG2ApPOAHwEfi4iXs2V7A38FvhURP6qn7oHA08CXI+JX2bJOwGzgxYg4qZnDbzMa085Z2QDGRsR3mz3YNqzwtzf79yjgJmDviJjbQD3vy9YmuefZ2o3CH+9qSdodOAiYVLJqItCZ1MNqcDywFXXbaRKwf5aUWD4nAU8UEjqAiHgV+AMwOEfd94Dbi+quA24Djpe0ddOH22Y1pp0tp83924v3ZWujnDybQd/s+bnihdmP7CpgvxaPqHXqC6wFXi5ZPjt7ztNOvSQtkbRO0kuSLu6g48r7UrK/ZWbTcDv2BV6NiFVl6m5FOoVuSWPaueBcSWuzsbwzJB3RdOF1eN6XrU3qVOsAzFqBHbLnZWXWLSta39HtAPwj6o71Wlq0vj5PA0+Sfhi3AYYAV5LGoI5qujDbhB0ov78tBXo2om5hvSWNaWdIZ1XuBhYCewIXATMkHRsRM5sqyA7M+7K1SU6erVWSdAzwQI6iD0XEwMa+XPZc7gIAlVnWLmxGG4tGtFFEjCtZdK+kd4DzJV0VEX/Ns512ZHPbslGfQwfUmH32rKL/PiLpf0g92d8HPtUEsXV03petTXLybK3VY0CfHOVKT/dtjvp6OXoUrW9vqm3jpUBPSSrpfe5ZtL5ak4HzgX6ki7g6ikpnNHpSvieu2FKg3FRrjfkc2qvGtHMdEbFC0j3AVxobmAHel62NcvJsrVI2Bu6FFnq5wpjdvsDjhYXZPKXbAc+3UBwtajPaeDawNfAhNh33XBg7ujntVF+vf3s2m41j7YvtR8PtOBsYImm7krGi+wHvUndMekfWmHaupFJvqVXP+7K1Sb5g0Dq8iPg78AwwvGTVmaQrwe9r8aBap9+SftDKtdNz2QWW1foCKRH5cyNja2t+A/SXtE9hQXawdni2rqG6nYFTi+p2Aj4P/C4i1jZ5tG1XY9q5DkndgROBPzZVgB2c92Vrk9zzbO2GpH7AXmw8KNxP0inZv+8t9Gxk8xLvGRHFV3JfAtwt6UbSUIKPk+Z4/rHneE4i4k1J1wKjJa0AniL9yB1FybRfpW0saU/S1H+3kXqTtiZdMDgSuDEiXmmp99FK3AT8M/A/kr5LOoC4gjSP9o2FQlm7vQJ8LyK+BxART0u6HRgnqTPwKnAusDd1D2w6us1uZ0kXAh8Dfs/GCwYvBHrjdq6j6G/tIdnzCZIWA4sj4iHvy9aeOHm29uSfSXcRKziVjT0aewNzs39vScm+HxH3Zn/8LyMldG+Q7i44tvnCbZO+A7wDnEdKIl4ETouIu0rKlbbxCtL4xYuBnUlJzBzgX4HrmznmViciVko6inR3xYmkoQAPAudHxDtFRUVqy9KzhF8i7ZvfJ43Lfwb4TEQ81cyhtymNbOcXSQd4Q4DtgeWk+aG/EhF/aoHw25opJf8vfK8fAgbifdnaEd9h0MzMzMwsJ495NjMzMzPLycmzmZmZmVlOTp7NzMzMzHJy8mxmZmZmlpOTZzMzMzOznJw8m5mZmZnl5OTZOiRJe0kKSeNrGMNHJb0r6aJaxWBtm6S5kubWOo7NIWl89h3cq9axWMMkXSdpmaQP1DoWs1pz8mxWOz8C3gJ+Wm6lpC6Szpc0Q9KbWaL9D0l/kjS2+JbD7VmWYM3cjHqF5CwkXV5PuS8Wlav6dcw6iLGkO4OOqXEcZjXn5NmsBiR9EjgRuK5w2/CS9f1Jdzi7FvgIcC/wA+BmYA3pTn0vSDq4xYJuu9YBX5a0ZYX1X83KtEVHZw+zZhURrwPjgXMk7VHjcMxqysmzWW18A1hPumXwJiTtC9wP7AJ8G9g7IkZGxCURcV5EHElKqO8EurdcyG3W3cBuwGdKV0jqAxwOlN5evE2IiFci4pVax2Edxs1AJ+DsWgdiVktOns1KSNpF0k+z8aTvSlos6Q5Jh1Qov72kcZJek7RG0guSLpC0T7lx1ZK6A6cAj0XE/DKbvI6UFF8VEVdFRJ1e0Yh4NSJOAx4v2m7F8a+SxmSxDCxZHpJmSuot6ReSFkh6X9LIPOuzMp+Q9GtJr2ftNV/SjZJ2LRPHzGybnSRdIumvktZmda6StFVR2ZGSIvvvgKKhFSFpTLn3WcEtwGpSD3OpwrJflKuYfbYXZUNnXivaH36TnR0oV+cISXdl5ddm7fKEpMtKyu0s6QeSXpS0MhuS82I23CTXkJxyn3mh3bLnT2dtvkLSckn3ZAcMuSj5oqTHsve9Jvus7pf0+TLlD5E0VWmY0VpJ8yRdL2mXKl5zZLaNv0lancX9B0lnVihf2Ke2knRp1oZrS793FeoW9u+dJf1S0hvZZ/GYpCOyMl0kXZO9l7WSZks6tcy2Ws2+Iul4SfdKWpJt95XsPfQoU/YASZOzfWltFvNTSn/TOheXjYg/AnNJZ3LUUPuatVedah2AWWsiaW/gUWBXYAYwGdgdOBU4UdKwiLi7qPw2WbmDgb+QErXtge8AR1R4mSOBrbLXKff6x5CGZlzdULwRsTbve6vHDsATwDvAHaQe8TfyrJf0JeAmYC3wG2A+qVd8FPA5Sf0j4u9lXvNWUvvcBywHBgHfAnoBX8rKPA1cDlwGzCOdMi6YWcX7+wcwBfiCpF0iYlEW+9bACOAh4KUKdfuQxno+DNwDLAP2AE4CTpD0uYj4baGwpM9k5ZaT2mMBqf36AF/P3g+StgP+AHwIeIDU8y1gT2Aw8Gvgb1W8x3I+m23rPuAGYD9SOx8qab+IWJJjG2OB0cCrwH8Db5POiBxK+k7cXigo6bPA1Ox9/Jr0mR0CnAsMlnR4RMzN8Zo/A54ntfkiYMcs7omSPhYR/16h3tQsrvtIZ2XezPFaAD1In8UK0vd9B+B04H5JhwE3ZsvuBjoDZwC3S5ofEU8UbadV7CuSLs3qLs1ifhM4ALgQGCTpsIhYnpU9APgjEFkMr5IO3D+cxfBd4L2S9voDMBzoCzyXp4HN2p2I8MOPDvcA9iL9YIwvWX5/tvw7Jcs/SRoX+xbQtWj5v2flJwMqWr47sLjCa/xntnxYmbjOytY9uhnvaS4wt8K6Mdl2B5Ysj+wxAehUpl7F9cBHgXeBl4EPlqw7CngfmFayfGa2vSeBHYqWd8m28z7Qu0wMMzejPcZndY8BPpX9e3TR+tOzZcNJyUKd1yEdCH2gzLZ3AxYCc0qWT822c2CZOh8o+vfnsnLXlim3FdBtcz9zYGS27XXA0SXrrszWfSvn9t8CXgO2a+D9dAWWZJ/fESXlLs5e83cVPp+9SpZ/qEKbPEhK5Er3tcI+9b/lPqsG3l9h/74B2KJoeeF7uJSUrG5TtO6IbF3pvl3zfQX4dFb2MaBHhf3i2qJlP8yWDS6z7Z7FbVK0/LyszteraWs//GhPDw/bMMtI2g04Dvg7Jb2+EfEYG3ulhhat+iKpJ3Z0RERR+fnAuAovVbjYZlGZdYXT269VGX5jvAtcGGWGhzSw/lxST9x5EbGgeEVEzCD1ZH1OUrcy27w4IpYWlV9J6rXfAui3eW+jsoh4FJgDjCo63fxVUu/g1HrqvR1lemgj4jVSj9++Kn/x1Ooydcr19JYr925ErKgUUxVui4gHS5b9PHv+f1Vs5z1SUryJkvczmNRDfHtEPFJS9IekJP/YCm1Vut06Y7gj4l3SrDSdqHyB5L9XaOOGrAIuioj1RctuJR189CTt32uKYnmE9H4OKomxNewr/5o9fzUi/lFSdjzpbM7wnNteVtImBa9nz75o0DosD9sw2+jj2fMjEVF6qhLS8Iwzs3ITlMYufwiYH+VPR9cZlpHZMXteVmZdIbGLMuuay9yIqO8Ud6X1h2XPAyQdWmZ9L2BLUg/1kyXrZpUpXxj/3bO+YBvhF6RE7ihJ80i9dNdFxJr6hm9KOpzU23YY6T1tVVLkg6QDLkgHAEOBP0q6Hfg98IcsgSr2EOk0/beVZky5l3Q6/OmIqJOobqamaONbgH8BZkuaQor78Yh4u6RcYdaXGaUbiIh1kh4mne35OBvbqqwswbyYlCTvAWxbUuSDFar+qb7t1uOl0oOViHhf0htAl4goN3xmAfCJ0oWtYF85jHSwc2q5cdlZPDtJ2jEi3iINuzkPuFPSr4HpWQz1XYRaOOj1fM/WYTl5Ntto++y5XI9w8fIe2XNhpos36hatd3mhl2ebMusWZs+7VajbHF7fzPWFg4CGbvLStXRBaa9YptCzXWlKucaaAPwHaTz2PNKByk31VZA0hNRruIY03vQVYCXpbMNAYABp7lsAIuKObOzvN4EvA+dk23mSdHbigazc8uwisstJY2KPzzaxRNL1wPcrHMBV4x+lC7JEFvK38b+R3vOXSTO/fBtYJ+le4JsR8XJWrtrvTlnZxW9/IiX3jwC/I42zfp+UfH+RovYu0dB+XEnpgUDBugbWbfL72Ur2lR2zuDa54LCMrsBbEfGn7MLI75AuYj4ri+FF4PKImFymbuFgpk5vtVlH4eTZbKPCD2XvCut3KSm3PHveuUL5SssLvbg7lllX6K3uJ2n7Mj189VlP3Z6ugh711Guol7vS+kJs20d2AVJrFhFLJE0DhpA+u8cjoqELnq4gDVvpFxFzildIupGUEJW+zj3APZK6kHonP0sa4nK3pI9HxPNZudeAr2TDSPYjjRP/BnApafhKpQvjWkzWs/lj4MeSepHGjp9Ouliwr6S+kS5arfa7U8kFpO/Fl7JhBhtIOoOUPFeKtSXP1pTTGvaVt0njlHfIG3REPA58NruA9hDSlI7/AtwqaXFETC+pUvi7lfeCTLN2x2OezTb6S/b8KUnlDiw/nT0/BalHiHSV+wdV/hbDn6rwOv+bPe9buiIiXiWdOt2Ghnt0CzNGFCwDdi6dXirT5OOISTNwQOVZRZrKepquN/omUu/fTjTQ65z5MPB8mWRoCyp/vkAaxx0RMyLiAlKP91bACWXKRUTMjojrgGOzxSfniK1FRcSbEXFHpCkSZ5CGLP1Ttrrw3RlYWi/7LhXa6qkGXubD2XO5ceh1ks9WpjXsK08APSX1rTb4iFgbEY9FxKVsHDs9uEzRwt+tp6t9DbP2wsmzWSbr3XmAdHr4/OJ1kj4BfIGUoE4rWjWB9D26snjeU0m7l26jyMzsuezcr6Ren+XAaEnfLJfIS9pD0m1sHHcM6XR3JzZO9VYoO5J0I5Cm9hPS+MprJX20TIxbZaeEG+st0uwlTeH3pIRgCHBbjvJzgY+oaM7q7HO+jNQDuAlJR0sqHaMLG89CrMrK/VOFA65NytWSpK2z96OS5Z1JF87CxjjvJI2FPUN15zQ+H9gHmB7lpy0sNjd7HljymseThtu0ZnOp/b5ybfZ8k8rPs96l+PNRmmd6+9JyFbZd0J80jObhMuvMOgQP2zDb1NdIF+NcI+k40kVXhXme15NOJxdfXHQ1qefndOBjkn5HGv95GunH5eSs3gYR8Vw2pvBoSVuWXvQTES9kycJU0i25z5P0IGk8dBfgQFIyHMBVRVWvIyXOP5N0NOnisANJ0+zdTTol3GSyOL8M/JJ0QdlvSfMldyZd6HUEabq+Oj3sVXoQOF3SXaQLD9cBD0dE1T/e2an931RR5VrSNGZ/kTSVdLBwOCkZuos0jVixHwJ7SZpJSqbeJZ0KP4o0zrqQsB8D/EjSY8ALpFPgu5ES+/XANVW+teawLeksyFxJfyTFvw2px7MP8JtCL2tEvJPtC1OAh7KLC/9Oeu/HkcYjn5PjNa8n7cNTsvZeQOrd/gxpnuk6N2ZpRWq+r0TEg5K+TZqS8K/Z2PRXSWOc9yT13j/KxrttfhM4Lovhb6S53PuSer2XsXF2FiDdCIY0U8uDVQ4pM2tfohXMl+eHHy39oMI8z9m6D5Ju1DCP9IO2hNSzdmiFbfUA/ouU3K4l/cB9k/QjE8C4MnUKc6WeUE+MXUkXbP2e9IP5HmlM45OkH8e9y9T5FClpX0Xqvb6HdIOEMVSe53lmPTE0OMcysD9pzt552ftfSrp5wo3AUSVlZ5LlsGW2MzJ7vZEly3uRpg57g9TjFcCYHJ/x+KzsMTnKlp3nuSiup0kXfy0hnXnYv1ybkg6aJgN/JSUiy7O2GAvsVFSuD/Aj0sHZ4qzd5pIuOPtkFfvxXCrP8zyyQp0GP9OsXGfSjWvuIyXCa7JYnyAdZG5Vps6hWfssJn13/k76Lu1az+ezV8nyT5KGhSwj3bjkUdJB6MByn319+1SO91ixLcq1bUOv2Vr2FdLfgf8m/U16N6v3dLadfkXljgN+RbopzdtZ3C+S/p7tWWa7Z2fv4+TNaW8//GgvD0XU+hoLs/ZJ0ldJPTdfi4gbS9Z1J12N/1hElBtXaGbWqkiaRTqo7xtNN6WiWZvjMc9mjVRhbOHupCvg15GGTGwi0sWGlwEnSWqOi/nMzJqMpJNJw0oudOJsHZ3HPJs13tTsIqonSXPr7kUaX7wdab7WBRXq3Uga8lFpSjszs9ZiW+DfIqJOZ4BZR+NhG2aNJOnrpJsLfIR0seA7pKm7fhIRd9QyNjMzM2taTp7NzMzMzHLymGczMzMzs5ycPJuZmZmZ5eTk2czMzMwsJyfPZmZmZmY5OXk2MzMzM8vJybOZmZmZWU7/Bx4QWIml2n+OAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the mass-luminosity relationship\n", + "from astropy import constants as cs\n", + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(np.log10(iso1.primaries['mass_current']),\n", + " np.log10(iso1.primaries[\"L\"] / cs.L_sun), \"r.\")\n", + "plt.plot(np.log10(iso1.secondaries['mass_current']),\n", + " np.log10(iso1.secondaries[\"L\"] / cs.L_sun), \"r.\")\n", + "plt.plot(np.log10(iso1.singles['mass_current']),\n", + " np.log10(iso1.singles[\"L\"]/cs.L_sun),\n", + " \"r.\", label=\"BPASS isochrone\")\n", + "plt.plot(np.log10(iso2.points['mass_current']),\n", + " np.log10(iso2.points[\"L\"]/cs.L_sun), \"b+\",\n", + " label=\"MISTv1\", alpha =0.2)\n", + "plt.xlabel(\"log(Current Mass in solar masses)\")\n", + "plt.ylabel(\"log(L/L_solar)\")\n", + "plt.title(\"log Mass-logL of Isochrones at solar\" +\n", + " \" metallicity and 1 billion years age\")\n", + "plt.legend()\n", + "# Rough pattern seems to fit. What's that line?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Which table is causing that line segment at around log10(L/L_sun)=-3?\n", + "Let's find out.\n", + "\n", + "Examining the primaries in the isochrone." + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(np.log10(iso1.primaries['mass_current']),\n", + " np.log10(iso1.primaries[\"L\"]/cs.L_sun), \"r.\",\n", + " label=\"BPASS isochrone primaries\")\n", + "plt.xlabel(\"B-V\")\n", + "plt.ylabel(\"M_V\")\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Which type of primary star, if any, is it that is causing this strange pattern that is a clump at the bottom of the plot? Let's look at the bad region at around star luminosity = about $10^{-3.2}$ solar luminosities" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [], + "source": [ + "bad_line = iso1.primaries[np.where((np.log10(iso1.primaries[\"L\"]/cs.L_sun)>-3.30) &\n", + " (np.log10(iso1.primaries[\"L\"]/cs.L_sun)<-3.10))[0]]" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Table length=827\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
massLTeffRloggisWRmass_currentphasesourcem_ubv_Um_ubv_Vm_ubv_Bm_ubv_Rm_ubv_I
solMassWKmsolMass
float64float64float64float64float64boolfloat64float64int64float64float64float64float64float64
3.22.3883827679197787e+239357.9775720837116611152.3331436118.422415669754056False0.87108101.0117.58935393393404618.04702115688909818.2538464638709217.90854971188045417.791389876956224
2.12.563916806126372e+239906.5856797357036112138.1834153498.521383684299636False0.9351101.0117.5011572325963118.0359291349433118.20320424607129417.91703055652441317.829877846949223
3.72.5608782352407135e+239896.6679683950226120764.4173571248.51964185367448False0.93399101.0117.5025255289210218.03598696065631718.2039344857888217.91675631658854717.829094645531217
4.02.6873048077097104e+2310324.0000981343755761713.5655811318.593080016498233False0.9801101.0117.4502739563048318.0376841821687318.17794383219821717.93210740579169717.86537052007446
2.72.498255942396719e+238423.508142379878344910.1355645738.099560917898952False0.65992101.0117.59875704649794817.89955213930641518.18676042848905517.7210302380163617.542402545101226
3.22.5750812053942883e+239943.1273082105566080491.1992163178.52777983871674False0.93917101.0117.49617761378822718.03575302078810318.2005633466861317.91807145018433217.832784033217216
4.02.696105790173383e+2310354.997538672285736640.8905518298.598288083146574False0.98331101.0117.4469948235373318.03812689757386418.17647592524186417.9334908599028317.86819550392281
3.22.3881902947661124e+239357.3958065972476611707.9865326158.422308768441553False0.87101101.0117.5894611510894418.04704132390912718.25391126763736717.9085477405120317.791353955364297
5.52.5294198888960805e+2313563.7569806171743238468.4039253569.20728513706791False1.27366101.0117.6686058787700118.54419507662386518.53631449645544318.51106347634993218.555369605326103
..........................................
5.52.5633619243366372e+2314006.5765771031643057244.4426305539.263093761022395False1.29075101.0117.68718146500876618.59066474832132718.56841911985710818.56451276240998318.619532313031126
2.32.70260097498769e+2310377.9840765477425718131.8371313888.602141571868392False0.98568101.0117.44460491792933318.03848105799850318.17542137114363517.9345385147032717.87030581577883
2.32.5256428030554265e+239782.886163984226220727.3109927068.49955526901657False0.92114101.0117.51879652766418.03701353766982518.21278255383032317.9139185559360917.820333676471293
3.52.4907660018164023e+239672.2831113291296319717.4863521788.479802314491101False0.90842101.0117.5356375742250718.03865661688515218.22222227033882517.91170632077516317.812211500870816
3.72.8249705786002698e+2310830.8365033227675367501.3732703358.676337542332False1.03031101.0117.40443692824540618.0497437541407518.16027492250917.95878383461679217.914443513934163
3.22.331572525573025e+238089.1334458487118741977.0943808138.029196779956342False0.61589101.0117.71015793303555717.9452084232913818.26606955497784717.7498073811056917.545239472949227
3.52.4907660018164023e+239672.2831113291296319717.4863521788.479802314491101False0.90842101.0117.5356375742250718.03865661688515218.22222227033882517.91170632077516317.812211500870816
2.32.5256428030554265e+239782.886163984226220727.3109927068.49955526901657False0.92114101.0117.51879652766418.03701353766982518.21278255383032317.9139185559360917.820333676471293
3.51.9696766164912036e+238187.9654228113167842141.3190138878.190389814678273False0.71837101.0117.88151231801793318.1365989602893218.4472064825584217.94634791297587717.749697085707314
3.52.541241442035423e+239832.99911331786176467.5523047948.508433710064137False0.92683101.0117.51150140015838718.0364804729781918.20878018813295517.91509995891401317.824143060530627
" + ], + "text/plain": [ + "\n", + " mass L ... m_ubv_R m_ubv_I \n", + "solMass W ... \n", + "float64 float64 ... float64 float64 \n", + "------- ---------------------- ... ------------------ ------------------\n", + " 3.2 2.3883827679197787e+23 ... 17.908549711880454 17.791389876956224\n", + " 2.1 2.563916806126372e+23 ... 17.917030556524413 17.829877846949223\n", + " 3.7 2.5608782352407135e+23 ... 17.916756316588547 17.829094645531217\n", + " 4.0 2.6873048077097104e+23 ... 17.932107405791697 17.86537052007446\n", + " 2.7 2.498255942396719e+23 ... 17.72103023801636 17.542402545101226\n", + " 3.2 2.5750812053942883e+23 ... 17.918071450184332 17.832784033217216\n", + " 4.0 2.696105790173383e+23 ... 17.93349085990283 17.86819550392281\n", + " 3.2 2.3881902947661124e+23 ... 17.90854774051203 17.791353955364297\n", + " 5.5 2.5294198888960805e+23 ... 18.511063476349932 18.555369605326103\n", + " ... ... ... ... ...\n", + " 5.5 2.5633619243366372e+23 ... 18.564512762409983 18.619532313031126\n", + " 2.3 2.70260097498769e+23 ... 17.93453851470327 17.87030581577883\n", + " 2.3 2.5256428030554265e+23 ... 17.91391855593609 17.820333676471293\n", + " 3.5 2.4907660018164023e+23 ... 17.911706320775163 17.812211500870816\n", + " 3.7 2.8249705786002698e+23 ... 17.958783834616792 17.914443513934163\n", + " 3.2 2.331572525573025e+23 ... 17.74980738110569 17.545239472949227\n", + " 3.5 2.4907660018164023e+23 ... 17.911706320775163 17.812211500870816\n", + " 2.3 2.5256428030554265e+23 ... 17.91391855593609 17.820333676471293\n", + " 3.5 1.9696766164912036e+23 ... 17.946347912975877 17.749697085707314\n", + " 3.5 2.541241442035423e+23 ... 17.915099958914013 17.824143060530627" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bad_line" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What sorts of characteristics (logg, Teff, L, masses) can be causing it? Let's find out" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='L' dtype='float64' unit='W' length=288>\n", + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
1.932657645409718e+23
1.933071549832596e+23
1.933730419228513e+23
1.9696766164912036e+23
1.971455275513081e+23
1.971509749588011e+23
1.971868408155623e+23
1.972195343681304e+23
1.9738990094566536e+23
1.9739262800676395e+23
1.9757087766242637e+23
1.9784493166151833e+23
...
2.9103279428511305e+23
3.0021330050393096e+23
3.0088319292600293e+23
3.009018993546628e+23
3.0095525370590996e+23
3.0095871860125985e+23
3.0096634151144713e+23
3.009857461540929e+23
3.010044589586647e+23
3.010197072892405e+23
3.0102317292664367e+23
3.010273317441954e+23
" + ], + "text/plain": [ + "\n", + " 1.932657645409718e+23\n", + " 1.933071549832596e+23\n", + " 1.933730419228513e+23\n", + "1.9696766164912036e+23\n", + " 1.971455275513081e+23\n", + " 1.971509749588011e+23\n", + " 1.971868408155623e+23\n", + " 1.972195343681304e+23\n", + "1.9738990094566536e+23\n", + "1.9739262800676395e+23\n", + "1.9757087766242637e+23\n", + "1.9784493166151833e+23\n", + " ...\n", + "2.9103279428511305e+23\n", + "3.0021330050393096e+23\n", + "3.0088319292600293e+23\n", + " 3.009018993546628e+23\n", + "3.0095525370590996e+23\n", + "3.0095871860125985e+23\n", + "3.0096634151144713e+23\n", + " 3.009857461540929e+23\n", + " 3.010044589586647e+23\n", + " 3.010197072892405e+23\n", + "3.0102317292664367e+23\n", + " 3.010273317441954e+23" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(bad_line['L'])" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='Teff' dtype='float64' unit='K' length=288>\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
7779.111564701878
7796.864737380966
7811.294287661608
7814.010671501809
7814.154612223462
7827.913176062374
7841.822359149005
7879.596887948426
7903.746454437324
7906.913723362877
7918.2826461182785
8000.700256131155
...
14006.576577103164
14007.415136899224
14017.32038990951
14023.970838079329
14025.90845509388
14039.220657768716
14051.477748825653
14062.93599009654
14102.30164825352
14187.863450450906
14255.386610301299
14259.818571595964
" + ], + "text/plain": [ + "\n", + " 7779.111564701878\n", + " 7796.864737380966\n", + " 7811.294287661608\n", + " 7814.010671501809\n", + " 7814.154612223462\n", + " 7827.913176062374\n", + " 7841.822359149005\n", + " 7879.596887948426\n", + " 7903.746454437324\n", + " 7906.913723362877\n", + "7918.2826461182785\n", + " 8000.700256131155\n", + " ...\n", + "14006.576577103164\n", + "14007.415136899224\n", + " 14017.32038990951\n", + "14023.970838079329\n", + " 14025.90845509388\n", + "14039.220657768716\n", + "14051.477748825653\n", + " 14062.93599009654\n", + " 14102.30164825352\n", + "14187.863450450906\n", + "14255.386610301299\n", + "14259.818571595964" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(bad_line['Teff'])" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='logg' dtype='float64' unit='' length=288>\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
7.961309494515844
7.965267176083383
7.968481691734051
7.969083630818839
7.969116622516238
7.972172177423601
7.9752583240669495
7.983603421937711
7.988921506302239
7.989615875881896
7.992110732749521
8.01009878392738
...
9.263093761022395
9.263197854908158
9.264428963241876
9.265251683372568
9.265491223918202
9.267140610437965
9.268654495415626
9.27007025201704
9.27492831134074
9.285436523374745
9.293681227064383
9.294221355125417
" + ], + "text/plain": [ + "\n", + " 7.961309494515844\n", + " 7.965267176083383\n", + " 7.968481691734051\n", + " 7.969083630818839\n", + " 7.969116622516238\n", + " 7.972172177423601\n", + "7.9752583240669495\n", + " 7.983603421937711\n", + " 7.988921506302239\n", + " 7.989615875881896\n", + " 7.992110732749521\n", + " 8.01009878392738\n", + " ...\n", + " 9.263093761022395\n", + " 9.263197854908158\n", + " 9.264428963241876\n", + " 9.265251683372568\n", + " 9.265491223918202\n", + " 9.267140610437965\n", + " 9.268654495415626\n", + " 9.27007025201704\n", + " 9.27492831134074\n", + " 9.285436523374745\n", + " 9.293681227064383\n", + " 9.294221355125417" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(bad_line['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='mass' dtype='float64' unit='solMass' length=18>\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
1.4
1.6
1.7
1.8
1.9
2.1
2.3
2.7
3.0
3.2
3.5
3.7
4.0
4.5
5.0
5.5
6.0
21.0
" + ], + "text/plain": [ + "\n", + " 1.4\n", + " 1.6\n", + " 1.7\n", + " 1.8\n", + " 1.9\n", + " 2.1\n", + " 2.3\n", + " 2.7\n", + " 3.0\n", + " 3.2\n", + " 3.5\n", + " 3.7\n", + " 4.0\n", + " 4.5\n", + " 5.0\n", + " 5.5\n", + " 6.0\n", + "21.0" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(bad_line['mass'])" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='phase' dtype='float64' length=1>\n", + "\n", + "\n", + "
101.0
" + ], + "text/plain": [ + "\n", + "101.0" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(bad_line['phase'])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It turns out that the line was caused by some compact remnants that were lingering around." + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/ipykernel_launcher.py:7: RuntimeWarning: divide by zero encountered in log10\n", + " import sys\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/ipykernel_launcher.py:9: RuntimeWarning: divide by zero encountered in log10\n", + " if __name__ == '__main__':\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAoUAAAH3CAYAAADNKyWDAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Z1A+gAAAACXBIWXMAAAsTAAALEwEAmpwYAACk50lEQVR4nOzdd3gU1frA8e+bBoRESuhoQgcVFDRSbISiCDZQL9crgqgIyuVasItKVcCKqKiI0rHRRFBQhAD+iAr2AqhIlx5aKKnn98eZTTab3WRTNyTv53n22ezMmTNnZie77542YoxBKaWUUkqVb0GBLoBSSimllAo8DQqVUkoppZQGhUoppZRSSoNCpZRSSimFBoVKKaWUUgoNCpVSSimlFBoUZhKR/iJiRKR/oMtSkkTkXhH5XUROOsd/fzHtZ5qTf4PiyF8VPxGJFxGdw6oIichWEdnqsczrZ5G3tPncV7n8jHMJ5PEXZN/ePjNFpIGzbFpB0yqVG7+CQufCMiKSISKNc0m30i1t/yIrZRnn+rIVkbgS3u/NwCvAKWACMBL42s9tw0TkThFZIiK7RSRZRI6JyI8iMkFEziu+kvvHOafxgS5HQWgQXfqU1S/ZwgabZZWIVBWRh0VktvPDOc15/7sGumxKFZeQfKRNc9LfCTzhuVJEmgId3dKp0u8a17Mx5h9/NxKRZsBC4GzgAPAFsB0IA84B7gbuFZGexphFRVpipcqvLoXcfgH2R9/uIihLedAAeM75eyf2s652Ce7/cWAcsKuA2+/CfkYfKbISqTIvP8HbXuyHye0i8rQxJs1j/QBAgMVAz6Ipnipm9QDyGRDWBr4EzsTWLj5hjDnpkaYWMByoVmQlVaqcM8ZsLuT2R9AAIT+2AV2BH4wxiU4N8W0ltXNjzG4KEcAbY1KBjUVXIlUe5LdP4dtAHbJqmAAQkVDsP8ta4DdvG4rIhSLyioj8JCKJInJKRP4UkRdFJEfw4DRP3isi34vIIRE54TRzfOxZfS8il4nIJyKy02nG3CMiX4vI8Hwen1dO2eeJyD4n/20iMklE6vpI38xJf0hEjovIWhG5urj7tIhIBRF5TER+ds7XURFZIyK9PdKNcPqGdXJeu5r8/ekvNgYbEL5njHnAMyAEMMbsM8b8F3g/j/LGOfsd4WO9t/5WeV4XrvPsbNLR/fg89yUi7URkrnPNpIjIDhF5S0TqeSmPq5k/TESeFpFNzvUwLbfjdLbtKSKzROQP55pIEpHvnGMJ8khryPry2eJW9q05Ms65H7//b5z0XURkqdv/5B8iMk5EquS1L7f9DRGRT53/i2Qnr+Ui0t3HNludxxki8pLzd6qv68Btu8zmWxFp7LxvB8V2W/hcRFo66WqKyGSx3RpOicg6EenkI88QERnsfF4cdc7XD84xBbmlGwFscV7e5nFN9S/oucgPb/8Pbuv+LSJfur2PW0XkPRGJdUvT36O8cc61FgPEeBzTNBGp5pyPzSIiPva72El/oR/lz+93QGZ5RaST2P+/Y877tEREzvaxnyYi8pF4fP7mVT5PxphDxpgvjTGJ+d02N2K/C9Y6ZTvkXMdNvaQrVBcSyaW7g4jUFZHXneskRUT2i8h8b+9jQd8HL/lc5eTzro/1FUTkgPOo4LHuP2K7px1yrpsNIvKkZzonrd+ftU5613luJCL/E/v9eVKcrkdi3ea8Z/ud/e8QkWUi8m8/j72e2O+M/5Os75p/RGROLtexiMh9YrsunBKRXSLymohUkdw/C/w+V97kt5n3PeAlbK3gQrfl12Gr1R8DmvjY9i6gF7AKWA4EAxcAQ4HuItLOGHPMLf004D/Ar8AM4CS2ZutS4ConD0TkKmAJcBRYhK0yr46tNh+M7SdXYCJyDTAPWws6F/vr8ULgHuB6EbnEGLPVLX0L4P+cMiwBfgYaYZtuPi1MWfIoZxiwDNuEvxF4HQgHbgI+EJHWxhhXs3+889wf+4Xg1zkSkUpAX+dlntsYY5L9LH5+TCPv6+JHp3zDse/XNLft411/iMjt2B86ydhrZwfQFHt9Xysi7Y0x272UYR5wEfAZ9v9gnx/lHgdkAN9gr9EqQGdsn86LyDqvOGXvCZzvrD/sLD9M3qbhx/8NgIgMAt4AjgMfOccRBzyKPf5LjDF57bO6U8a12G4E+4G6wLXApyJylzFmipftwoAVzvafY/9/t3hJ500D7Hnc4BxvA+xnS7yIdACWOvl94OR/M/CZiDRzfz/F/pj9BOgGbALmYPvXdgJeBdqR9b7EA1WB+4CfyP7592Mhz0WBiYgAU7E/Ig4A8539nukcxyZgvY/Nt2Kvtfud1xPc1v1ojDkkIu8Dt2NrzL7w2PeZ2GvqO2PMd34UN7/fAS7XANdj/9/exHZR6QFcJCLnGGMOuJWpKZAARDnpf8R+Jy10XgfaDUB37PdBPNAauBHoJCIXG2M2FXcBRKQh8BX2c2EF9nv9LOBfwNUicqMxZrGXTf1+H3xYBmwG/i0iDzg11+5uxL5vL7p/d4jIO8Ad2Cb8+djPwfbAaKCLiFzh0XKZn89ad68Al2G/tz8F0p3lz2Cb8rcAH2Jr2+s6ef0L+zmTl8ux8dFK7PdHEva75ibgOuez9iePbV7Hxhn/AJOBFGys1RYIBVI9d1KAc5WTMSbPB2CAnc7fU7D9Bs90W7/UOVHh2JokA/T3yCMGCPaS951O+kfdllXBvqnrfWwT5fb3PGf7872kq+HP8Tlp+3uWG4jAftCmA5d5pH/USf+5x/IvneX3eCzv7iz3dm7ineVx/pbXS/kfd/L4FAhxW14L++FvgIu97Tcf+7jM/VrIZ/mmOds2cFsW5ywb4WObrcDWglwXbtdtvI+8m2H/yf4C6nus6+y85wt8vE8/5+facrZt7GVZEDDdybNdXufLj33k5/8mBhsMHwVaeKSb5Ox7cl7XC1ABt88Cj7L8CiQClby8rwYbGFTOx/E1cPsfGuax7ilneSL2CyvIbV1fZ93LHtuMcJa/6n6+sMHKO866673sf5qP8hX0XGz1WNYf758T3tIOdNJ+C1TxWBcM1C1Ivm7rYp1t5npZ5zp/d/n5/vn9HeBR3jSgi8e6sc66RzyWf+4sv89j+fX4+PzNx/U3zdm+awG27e+2/2s81t3nLP/Sx/4auC3zeg3mM+0yvP8PXeyc64NARGHeh1zOw0NO+iFe1sU765p52fd8cv7vuK4/z/e6oJ+1u4CGXrY9iA2ywr2s8+t7APs9HOll+fnYAPEzj+Wu79pNQFW35WHAamedr88Nv8+V17L6eUCZgQD217MBnnZex2C/QCc5r70GhbnkLdiAcoXbsjOcPP4PkDy2dwWFzfzZXy759PcsN9DHWTbHS/oQ7C8HA0Q7y85yXv+J25eS2zZfeDs3FE1Q+Cc2IGjhZZ3rQ/ddb/vNxz56O/l8XYDyuf7xGrgtiyN/QaHf14XbdRvvY93LzvqrfaxfgP0QjHRb5nqfri/Mteaxnwvc/59yO19+5JWf/5thTtpnvayrhg0WTwIVCnG9DHX2cbmX99Xg5YdcHvk1cLbbgkdwAUQ7647j8eGLDY5SgZVuy4KwP/h24/Yjym19Vef/6UMv+59WgPc5t3Ox1WNZf/wPCn9x0rbxowx+5+uxfp1z/up4nNMdznUSkde+8yhXju8Aj/LO8rJNQzyCVWztqAH+9rw+3K9fz+PPRzld/5OFCQq/9LIuGPvj1AAxXvbXIK9r0N+0budoGxDqpSwznfX9Cvo+5HEeorCfK794LG/u5ON5DfzgXHtVfZy3A8C3fu47r8/a+3xsdxD7mVPBn/0U4NpYhG2hCHVbNsXzfXBbdwneg8IiOVf5HiVsjPlGRH4B7hCRMdimtiBsM5xPTlPNIGxTzjnYX8/u7fv13fZxVEQ+wTa7/Cgi84A1wDfGmBMeWc/GVsl/IyIfYKtn/88Ys9Nj/3HYIMTdVmPMtFyKfYHzvMJzhTEmTURWY//x2mBH37Z2VicYYzK85PcVthmmSIlIJLaJZJcxxlvHYlf52xR2V86zKWQ+BZLP6yIvHZznjiJykZf1tbD/SM0Az6axb/O5L0QkCngY29zSCKjskaR+jo3yKZ/nJ7dr+5CI/IBt8miBbS71SUTOxR7b5dhmlYoeSbwd2ylsjWtB/GiMSfdY5hos9YfxaII0xqSLyF7sF6JLM+wX1J/Ak+K9y9xJbDcUvxXwXBSIiFQGWgJ7jTE/FFW+XkwC3sU2Sz3rLOuBPZ9vGGOS/MkkP98BHrw1f+9wnt37Iro+377ycn2ADQo7+lPWYrTKc4FzfX4FNMYew7Zi3L/rHK0xdiCKpxXArU66GR7r/H0ffDLGHBSRD4F+TnP5WmfVQOf5TVdaEQnH1qQdAO738T+ajMf/aCE+a319rs8G/gf8JiIfYd/DBJOz+TtXYvu13o2tfa9Bzu57NcgaWJR5LXvJ6mtshYV73gU6V94UdOqYt4GJ2P4kt2P7lOT1ofQBtj/J38DHwB6nkGD7tHh2gvw3ton2FrL6r50SkbnAQ8aYvQDGmPlOv78HsR9agwBE5DvgcWOMqx9MHLaPmbtVZO9v5qmK8+xrBJhreVWP9Ht9pPe1vLDyW86Ccn3xnplrquLl13Xhhyjn+eE80kV4WbbHz30Adr4zbG1LQ+wHzwxsU2IaWf3U/OoE7Ad/z0+RXDMi0h77RRKC7TqxCFt7lIH9kXQ93o9tn3F+whZAjg9j50ea13WONGw/HBfX+9+UnJ8L7ry9/14V4lwUVFXnuaBTlvjrfeBF4C4RGef84B3krHsrH/nk9zvA5bDnArf3O9htcV6fv/n6vy0meZWtio/1RaUw//eHPRf4eB/yMgnoh72G1joDIG7D9mle6JauGrYioia5/49mKuRnra/r4wFsX8g7sP0CHwPSRORT4EFjzF9+lOtebJ/FQ2RN4XYCW8HSExvQuZfL57Xs/Ig46LE43+fKl4IGhTOB8dgPhPrAqNwSix0B1wvbh6iH+y8UsaOBHvHcxthRrSOAESJyFvaXd3/sr5gG2DZ3V9olwBLnl3M7bIfYe4DFItLGGPO7MWaEk19+uL5g6vhYX9cj3VHn2ddcVsU1x1V+y1lQ67Ef4meKSHNT+E7RrtpUX9dhFTzKnJ/rIg+ufKsYY47mmtJDAYKZAdgPqZHOdZjJGRhxXz7z8ykf58f9mvE2Y4C/18yTQCWgkzEm3n2FiDyODYS8FjWPfIub67gWGGNuKKI8C3ouCuqw81xktY/eGGNOih3B+gBwpYj8iq0Q+Mbk7BzvVUG+AwrA9Z76+pz19flYkvIqW3FPGVRS3xU+Oa2N3wO9xd5Bqzv2R9p4Y0yKW1JXGX4wxlyAfwrzWev1M8mpdX4FeEXsdGuXYmu7/wWcKyLnmlwGVYpICPYH+h7gAmOnGvIslyf3WOJvj/TB2PPl/mOwIOfKqwLd5s7YEYlzsTVGx7Gjl3LjGpG8yEuVdVvsB2lu+9thjJmNHSX4J3CpU0Xsme64MWaFMWYotpkjDHvBFZSr9jPOc4XzRl/qvPzeI30H8TL03S19kXKayzYD9cXL1AbYUYiQVc6C7uck9gcB2I79ufJjCPwh5/ksL9s2IY9aKj+uiwx8/4J13bnF3yCyMFzX/zwv63w1Z7mav/LzCzybPM5Pbtd2VWzN1insCN/cNAESPYMgR6Cb6nKzEWdkntOs6Y+83pMSPRfGmOPYASy1RaQwXUPSyfs6ewP7pTkI+8UbTP5qCQv1HeAn1zV9qfPF6SmuCPZRWDmuA6esru+G4uwG4J7/pc53mKci+a7wwxvYrhX9yBosla0LmtMt4Tds4FXdz3wL8lnrN2OnW5tvjOmNbRVojO3CkZsa2O+ytV4CwgiyuvK4y3yfvKxrj0dFSgHPlVeFuffxk9hfft08+/B4sdV5jnNf6ETdr3smFjvPWDsv+VQGIrFVwSlO2i7OVCmeXL/I8tvXzN1CbNXzf5ymIXf3Y/srLDfONBfGmB3YfitNyGpewSnnVRRDf0I372Krj593/0AUkRpkBXBe54fKpyexI7H6iMjz3s69iNQQkYnYX1O52Yj9RXS9cy24tq+E7Z7gma/f14XjIF4CTsdr2E65L4u9Q4vnvsJEpKgCxq3Oc5zHPtpgR41742oeiPZ3J/k8P7Owx/8/JwB3Nxo7aGVWbr+AHVuB6uJxW0MRuRMbjJZKxk7L8Cq2ZmSij+u4roic47boEM7AMh/ZbqXkz4Xr/+Qt8ZhbUkSCxMdcqh4OAjV9fI4CYIz5E9skfg22X9Rh/JuKw2Wr8xznUUav3wEF4fQj/wJbUzTEYz/XUzp+pHR2uju5G4INLlYaY4qzP6H7OWpA1lREgJ2zFdvt5BB2oF1xmoOt3XoE+758YbxPzv4StnLnXefHajZi59J0D6q2Os9xHuly+6z1SezciV3Eo5Oe80PSFXzlFWPsc9Jc6ASB7nm8gg0aPbn6cw5z/78WO/Xcs17SQ/7PlVcFvh2dEwh5m8PNm3XYEZE3iMhabOfJ2thavE1k9VVzqQ98LSIbsL9YdmC/pK7BVntPdAtEXwQaiJ1ociv2S+9C7LQi28hjAuXcGGOSROQO7Bxuq5xOptud/K/EVgcP8tjsv86xThKRHmTNU3gjth/N9WQ1m3p6THxPbD3RGJPbr7cXsOfzeuAnp79DOLaKuxbwnDHGW6fVfDHG7BWRLtiA+SHsRL7ut7k7G/sPWYE87mxjjEkVkVewQesPIrIAe01egb0mCnNdgP0Su1ns4IvvsEHRamPMamPMRue9fRfbgXgp8Ae231k0tgZxP3agRWHNwPZdnCB2EuU/sX3ZrsFOH+BtAtQvnW3eFtsfMAk4bIx5LZf9+H1+jDFbnaab14HvxXb+3o/9gO6ADdgf9ePYJmADnq+cPI5gO1Jfim1NuMmPPAJlNLYvz93YeRlXYJtkamHfn0uwo7R/h8zPg2+Ay0RkNvZ6ScfWfv1MYM7FFCf/fsCfIvIx9n2sh/0MfJe8u818iZ1zbanYwXPJwE/GmE880k3C/rCtDbyaz8Fd+f0OKKj/YucpnCAiV2IHSTXBVmC4BmH5TUReIOtL21Vr87CI3Or8vdAYszAfWX4CLHA+6/7CXn89sJUPg/NTtkK4G/tePO+co/VkzVOYAdzuR0VPoRhjTojIdOBeZ5HXWmdjzLtiJ9QeDGwWkWXY75rq2OD/cuw8nXc7mxTkszY3lbBdHrY6//vbsDWcV2C/6xYZY3JtTTHGZDiVJI8Bvzj/o2HYWtnq2MGxnTy2WSUik7G1qL+JHTSYir1+j2D/XzI8tsnvufJZYH+GTBv8nJsO3/MUVsd+qGzFNkttxka84eSceqQq8DS2enYX9kNqN7YW7j+4TbeBnSblPeybn4StefoVO+FkTX/KbLIPu+/vZd1F2F9O+7FB53Zs9Xc9H3m1IGviyOPYD6mryZqjqadH+nhneW6Pnn4cQ0Xsfal/xY6cPIb98P2Pj/Tx5GOKEY9tw7BT3XzqvDcpzv5+wdZetPJIPw0vU6xgazcfc64H17l9rrDXhZO+FvYX6V7sl7fBY/oboJVTtm1OfonO+XsL6FyE5+sc7MCDfc418R22Ga4BPqY5wU5jssEpV44pCLykz9f5cba5Eju32yEn/V/O+a/q7/WC/cD92nn/Dzv5ufoyevssyPa+5uMc+jxXznqD7ymIvO7Tuf76YgOjROca3IX9v3kCOMsjfRPsF/tB7IdytuMrinNRkPOGnT5rFfYL4xR2Co3Z2D5MeeVbGft5thP7w8nX9RiM/Qw0wLkFeP/8/g7Irbx5vd/OezSXnJ+/ueaXy3WT2+fyCD/zydy3c40kOGU7jG3qzDGlGsU0T6Gzrr7znm/DXvMHsD/0L8qt7Pn9v8vjnJzvbPsPXqaF8kh7DfYWuvuc8u7BDiQZQ855VvP1Wevt3LmtC8XWZn6G/W46hf0f+BobXIX5eawh2M/z37HfzXuwXbFifO0f25L7APYHerJznl7H9rU/hp2FoVDnyttDnExUCXBqF27BvjHFPnO9UkoVFRFphP3R8H/GmJLoi6vKMKdVbCowxhiTZx91ZTnjBv4A3jfG/Keo8y9Mn0LlhdOPJ8fILqfJ9d/A7xoQKqVOQw9ha1Zz68KgVJ6cQS5DsTXT+RmwVG6ISB3xGLAqdj7CCc7LYun3WeA+hcqnMGCHiKzEVvumAedi+yCkYPu8KKVUqSci0djWjabYOWl/wvaxVirfRORSbL/lOGzXndeMx40mVKb7sYNc47HdgOoAXbCzvnxGMf0falBY9FKxs7J3xs6ZGI7tr/ERMM4U750HlFKqKDXC3t/2BHbU6j3G+92alPJHV+zkyonYKWiKYn7KsuoLbL/LK7H9cdOwzcYTgQmmmPr+aZ9CpZRSSimlfQqVUkoppZQ2H5d5NWrUMA0aNAh0MZRSSpUB33333QFjTM1Al0MVDw0Ky7gGDRqwfv36QBdDKaVUGSAixXrXFRVY2nyslFJKKaU0KFRKKaWUUhoUKqWUUkopNChUSimllFJoUKiUUkoppdCgUCmllFJKoVPSqFLq1KlT7N+/n1OnTpGWlhbo4iilVJkWGhpKrVq1OOOMMwJdFBVAGhSqUufIkSPs3buXmjVrUqdOHUJCQhCRQBdLKaXKJGMMJ0+eZNeuXQAaGJZj2nysSp0DBw5w5plnUq1aNUJDQzUgVEqpYiQihIeHU79+ffbt2xfo4qgA0qBQlTopKSlUqlQp0MVQSqlypVKlSqSmpga6GCqANChUpVJZqR1MSEigd+/e1KtXj7CwMKKiorjiiiuYPn066enpAEybNg0RYevWrUW+//j4eEaMGEFGRkaR5x0oIpLtUbVqVdq2bcucOXOypdu6dSsiwrRp0wJSzri4OOLi4gKy75JW1MeakJBAu3btqFy5MiLCjz/+WGR5F6X+/ftnuxbDwsJo3LgxDz74IIcPH841bc2aNbn88stZunRpjny/+uorRITatWv77FP9999/079/fxo1akSFChWoVasWHTp04KmnnsqWbu/evdx77700a9aMSpUqUaNGDS688ELuu+8+kpOTs6UtK5+7quC0T6FSxWTChAkMHTqUzp07M378eGJiYjh06BCff/4599xzD1WrVuX6668v1jLEx8czcuRInnzySYKCys5vwP79+zNo0CAADh06xIwZM+jTpw9hYWHcdNNNANStW5eEhAQaN24ckDJOmjQpIPstC+68804qVarEJ598Qnh4OM2aNQt0kXyqWbMmixYtAiA5OZn169czfPhw/vjjDz755BOfaffs2cOLL75Ijx49+OKLL+jSpUtmuunTpwOwb98+PvvsM6699tps+Wzbto0LL7yQmJgYnn76aRo0aMDevXv59ttvmTt3LqNHjwbg6NGjtGvXjqCgIB5++GFatGhBYmIiP/74I7Nnz2bkyJFUqFCh2M6NOg0ZY/RRhh8XXnihOd38/vvvgS5Coa1atcqIiPnf//7ndf1ff/1lfvrpJ2OMMVOnTjWA2bJlS5GXY/jw4QYwqampRZbnqVOniiyvggDMsGHDsi1LT083Z511lundu3eASpUl0OcnEDp27Gg6duxYJHmlp6eboKAg89RTT+WZNtDn+rbbbjP169fPsXzYsGEmKCjIJCUl5Zr2yJEjpkqVKubaa6/NXHbixAlTpUoVExcXZ8LDw82NN96YI/+nnnrKhISEmAMHDuRYl56envn3O++8YwDz448/5kiXkZFhMjIycizP6/MXWG9KwXebPornUXaqDpTyJiEBxo61zyVo3LhxVK9eneeee87r+saNG3Peeef53F5EGDFiRLZl3ppD161bxxVXXEFUVBTh4eE0atSIwYMHAzBixAhGjhwJkDlgx7156MSJEzz66KM0bNiQsLAwGjZsyDPPPJOtqTk+Ph4RYf78+dx1113UrFmT2rVr53n8+/fvJygoiFmzZmUu++STTxARbr311mxlCAsLK3StWlBQEBEREdn6Q3k7X/379+fMM8/khx9+4LLLLiM8PJymTZvy5ptv5ij/oEGDaNasGeHh4Zx11lnccsstmaMzXUaMGIGI8Ouvv9KtWzciIiLo3bs34L1J9cCBA9xzzz3Ur1+fChUq0KJFCyZPnpwtzZ49e7jtttuoV68eFSpUoG7dulxzzTV5DgAQEZ588klefPFFYmJiqFy5MldffTX79u1j37599O7dmypVqnDWWWcxfvz4Ah0vwPvvv0+LFi2oUKEC5557LgsWLPBaHn+O1dO0adMIDg4mIyOD0aNHIyI0aNAAyHrvEhISuPjii6lUqRKPPPIIAJs2baJXr15UrVqVSpUq0b59+xzNsq73auPGjXTr1o3KlSsTHR3N1KlTAZg5cyYtWrQgIiKCTp06sXnz5lzLmpszzjiDjIyMzC4iuaVr1qwZf/31V+ayhQsXcuTIEQYPHkyvXr1YvHgxhw4dyrZdYmIiFStWpGrVqjnydG8RSExMBKBOnTo50nl+HigF2qdQlWUJCdClCzz1lH0uocAwPT2d+Ph4rrzySipWrFhs+0lKSqJbt24EBwczbdo0Pv30U55++unMPkgDBgzgzjvvBGwfpYSEBBKcc5CWlka3bt2YMmUK9913H5999hkDBgxg9OjRPPzwwzn29b///Q9jDDNnzvSrj17NmjVp2bIlK1asyFy2YsUKKlWqxMqVKzOXrVmzhtTUVDp16pSvYzfGkJaWRlpaGvv37+f5559nw4YN/Pvf/85z26NHj3LLLbdw66238vHHH3PRRRdxzz33ZCuX60t37NixLF26lOeff54///yTSy65hFOnTuXI8/rrr6djx44sWrSIBx54wOd+L7nkEpYsWcKIESNYsmQJ1157Lffccw+vvvpqZrq+ffuSkJDA888/zxdffMHEiRM588wzOXHiRJ7HNnPmTFasWMGkSZN49dVXWbNmDf369aNXr16cd955zJs3jx49evDYY4/x6aef5vt4ly9fzi233ELTpk2ZP38+Dz/8MPfddx+bNm0q0LF6uvrqq/nqq68A24SckJCQLeg8cuQIN998M//5z3/47LPPuOWWW/jnn3+49NJL+emnn3jttdf48MMPqVq1KldffTWfffZZjn3861//4uqrr2bhwoVceOGF3HHHHTzxxBO88cYbjBs3jqlTp7Jp0yZuueWWPM+3i+taPH78OKtXr+a1117jqquuynNql7S0NHbs2JEtuJs+fTpVq1bluuuuo1+/fiQnJ/P+++9n265t27YkJSXx73//m9WrV+foG+ieDuDmm29m2bJlHD9+3O9jUuVUoKsq9VG8j9Oq+XjtWmOefdb8/sMPRZPfs88aExxsDNjnZ58tmnzzsGfPHgOYxx57zK/03pqPATN8+PBs6bZs2WIAM3XqVGOMMevWrTNAZjO0N76aj2fMmGEAs2rVqmzLx4wZY0JDQ83evXuNMcasXLnSAKZnz55+HYu7e++91zRo0CDz9fnnn2+GDh1qALNx40ZjjDGPPvqoqVOnTr7yBXI8goKCzKhRo7Kl8zxfxtgmPMCsWLEic9mpU6dMVFSUueuuu3zuMy0tzWzfvt0AZv78+ZnLXed3woQJObbxbFIdNWqUqVChgvnjjz+ypRswYICJiorKfI8qV65sXnnlFb/OhTvANG3aNNt7/cADDxjAjB49OnNZamqqqVmzpunfv3++j/fiiy82Z599drYmyq+//toABTpWb1JTU71e/673buHChdmWP/jggyY4ONj8+eef2crfrFkz06ZNm8xlrvdq+vTpmcsSExNNcHCwqV69ujly5Ejm8ldeecUAZuvWrT7L6V4mz0f79u3N/v37c6StX7++SU1NNampqWbHjh1m4MCBBjAvv/yyMcaYXbt2meDgYDNw4EBjjG0Krl+/vmnXrl22vDIyMsygQYOMiBjAhIWFmUsvvdS88MIL5uTJk9nSjhw50oSGhhrABAcHmwsvvNAMHz7cHDp0yOsxafNx+X5oTaEqHdxr9fbuhaSkwucZFwdhYRAcbJ/L2EjQpk2bUrVqVQYNGsSsWbPYsWOH39suXbqUmJgYLr744sxajrS0NK688kpSU1P5+uuvs6Xv1atXvsvXqVMntm7dypYtWzh48CA///wzffv2pVmzZpk1iCtWrMh3LSHAHXfcwbp161i3bh0rVqxg2LBhjBo1iueffz7PbcPDw7Pts0KFCjRt2pTt27dnS/fGG29w/vnnExERQUhICNHR0QA5asXAv/OzdOlS2rVrR8OGDbOd827dunHw4EF+//13AC666CKef/55XnnlFX755Rfs97B/rrjiCkJCssYPtmjRAoBu3bplLgsJCaFJkyY5rpe8jjc9PZ1169Zx0003ZWuibNeuXWYTb36PNb9CQkK45pprsi1bvXo17du3p0mTJpnLgoOD+c9//sOPP/7I0aNHs6Xv3r175t/VqlWjVq1atG/fPlutnuu8+fM/VatWrcxrMSEhgenTp3PgwAG6d+/OyZMns6XdtWsXoaGhhIaGctZZZzFnzhxGjRrFvffeC8CsWbNIT0+nX79+gG0KvvXWW/nmm2+yXXciwptvvsnmzZt59dVXufHGG/nrr7946KGHaNu2bbb9Pv3002zfvp0pU6bQt29fDh48yMiRI2nZsiV79+7N8/hU+aJBoSod4uMhJQXS08EYOHas8Hl26ABffgmjR9vnDh0Kn6cfoqKiqFSpEtu2bSvW/VSpUoWVK1dSr149Bg8eTHR0NC1btmTevHl5brtv3z62bduW+QXleriamw4ePJgtfd26dfNdvri4OIKCgli5ciXx8fFUq1aN888/n06dOrFy5UqOHj3K999/X6CgsG7dusTGxhIbG0unTp0YNWoUAwcO5KmnnsrR/8pTtWrVciyrUKFCtmbSV199lcGDB9O1a1fmz5/Pt99+mxkoe2s+9uf87Nu3j9WrV+c45//617+ArHP+wQcfcN111/Hcc89x3nnnUb9+fUaNGuXXtEKexxYWFuZzeX6P98CBA6SmpnrtU+q5zN9jza9atWoRHBycbVliYqLX81+nTh2MMTmuB2/nwtd58/ZeewoNDc28Ftu3b0+/fv2YM2cO69evz9HVwhVArl+/ni1btnD48GGeeuqpzCB7xowZREdHc+6553L48GEOHz6cOUPBjBkzcuy7YcOGDBkyhDlz5rBz504eeeQRfvnlF955550c5+LOO+9k6tSpbNmyhddee41du3b59SNKlS86JY0qHVy1eikpIAKRkUWTb4cOJRYMuoSEhBAXF8cXX3xBcnJygaZ8qFChAikpKdmWefsibd26NfPmzSMtLY3169czduxYevfuzU8//UTLli195h8VFUXDhg358MMPva73rPkpSIf0qlWr0rp1a1asWEGVKlWIi4tDROjcuTNDhgwhPj6e9PT0AgWF3px77rkkJyfzxx9/0K5du0Ll9f7779OlSxdefPHFzGVbtmzxmd6f8xMVFUWtWrV45ZVXvK5v3rw5YAOH119/nddff51NmzYxffp0hg8fTs2aNbnnnnvyeST+8ed4a9SoQWhoqNfapb179xITE5P52t9jzS9v57l69ers2bMnx/I9e/YgIlSvXr1A+yqMc889F4Cff/4523JXAOnN+vXr+e233wDvP1xmzpzJ6NGjfU4tFRwczLBhw3juuefyrIn973//y1NPPVXgGltVdmlQqEoHV61efDzUrg0REYEuUaE89thjxMXF8fDDDzNx4sQc67ds2cKxY8d8jkCOiYnh119/zbZsyZIlPvcXEhJC+/btGT16NIsWLWLDhg20bNkyMyA9efIkkW6B9lVXXcW8efOIiIjIbCorDp06deK9996jSpUq/Pe//81cduDAASZOnMhZZ52VrdmvMFxfwDVr1ix0XidOnMgxSMA1SrWgrrrqKl599VWio6OpVauWX9s0b96cZ599ljfffDPH9VCU/Dne4OBgLrroIubOncuIESMyg5NvvvmGrVu3ZgsKC3KsBdWxY0cmTJjA1q1bM3/MpKen88EHH9CmTZts131JKci1OH36dESEuXPn5ghkly1bxrhx44iPj6dz587s2rWLevXq5QiSN27cCGTVXO/Zs4caNWpk61IAsHv3bo4cOVKgFgBVtmlQqEoPV63ehg2BLkmhXX755bz00ksMHTqUDRs20L9/f6Kjozl06BBffvklU6ZMYc6cOT6DwptvvpkxY8bwzDPP0L59e9asWcN7772XLc3ixYuZPHkyPXv2pGHDhhw/fpyJEycSGRlJB6d29JxzzgHgxRdfpHv37gQHBxMbG0ufPn2YOnUqXbp04cEHH+T8888nJSWFzZs3s2jRIhYuXEh4eHihz0Pnzp158cUX+eeffzJrBGvWrMm5557Ll19+mdl3Kr927dqV2bx57Ngx4uPjmTJlCj169KBRo0aFLvdVV13F+PHjefbZZ2nbti0rVqxg7ty5hcrzgQce4IMPPuCyyy7jgQceoHnz5hw/fpyNGzeyZs0aPv74Y44cOULXrl3p06cPLVq0IDQ0lI8//phDhw5x5ZVXFvq4fPH3eEeOHMmVV15Jz549GTRoEPv372f48OE5pjzx51iLygMPPMC0adO44oorGDlyJGeccQaTJk3ijz/+yPWHVFFJSUnJvBbT0tL4448/eOaZZ4iMjKR///5+5ZGamsr7779Px44dueGGG3Ksb926NRMmTGD69Ol07tyZsWPH8uWXX9K/f3/atGlDaGgoP//8M8899xxRUVHcfvvtgO2jOHHiRG6//Xbat29PeHg4f/zxBy+++CJhYWGZP9SUctGgUKlicv/999O2bVtefvllHnroIQ4cOEBkZCSxsbG89dZbOe5S4O7xxx/n8OHDvPbaa4wbN44ePXowc+bMbM2iTZs2pVKlSowePZrdu3cTGRnJRRddxBdffMGZZ54JwDXXXMPgwYOZNGkSo0aNyhxhFhoamln7MHnyZLZs2ULlypVp3LgxV199dWafqsK67LLLCAkJISoqKjNABRss/vrrrwVuOp42bVpmf63w8HAaNmzIqFGjuP/++4ug1LZz/uHDh3n55Zc5deoUHTt2ZNmyZYUKOKtUqcLatWsZNWoU48ePZ9euXVStWpXmzZtz4403AlCxYkUuuOAC3n77bbZt20ZQUBDNmzdn9uzZxXr3G3+Pt2vXrsyePZsRI0Zwww030KRJEyZMmJCjmdifYy0q9erV46uvvuLRRx/lnnvuITk5mdatW7NkyRKuuuqqIt2XN/v378/8ERYcHEz9+vW5+OKLGT58uN/Xy+LFizlw4AB33HGH1/VVq1blhhtuYN68ebz++uv07duXtLQ0Zs6cydixYzl+/Dh169bliiuu4Kmnnsr8/7/66qvZtWsXixYt4rXXXuPo0aPUqFGDSy65hDlz5nDBBRcUzUlQZYbkZ2SbOv3Exsaa9evXB7oY+bJhwwbOPvvsQBdDKaXKnbw+f0XkO2OM946R6rSno4+VUkoppZQ2Hyul8s911xRfgoOD8z1iOT09Pdc5+YKCgnyOvFRKKVV4+gmrlMqXrVu35ph/zvOxatWqfOfbuHHjXPMcNWpUMRyNUkopF60pVErlS7169Vi3bl2uaQoyD90nn3zi8x6urv0qpZQqPhoUKqXyJSwszOcEvIXRqlWrIs9TKaWU/7T5WCmllFJKaVColFJKKaU0KFRKKaWUUmhQqJRSSiml0KBQKaWUUkqhQWGJEZFuIrJCRPaISLKI7BSRD0XkHI901URkiogcEJHjIrJcRHRYplJKKaWKlQaFJac68B0wBLgSeBw4F/haRGIAxN4CYhFwFfA/4EYgFFgpImcGotCqcBISEujduzf16tUjLCyMqKgorrjiCqZPn056ejoA06ZNQ0TYunVrke8/Pj6eESNGkJGRUeR5lzZbt25FRJg2bVqR5fnss88SHR1NSEgIrVu3LrJ8i5qIICI88cQTOdYZY2jUqBEiwq233pq53HW+pkyZki39woULufzyy6lVqxaVKlUiJiaGnj17snTpUgAaNGiQub/cHoXx0ksvce2111K3bl1EhBEjRhQqP6WUfzQoLCHGmPeMMQ8bY+YaY1YZY2YCNwCRwE1OsuuAS4G+TvqlzrIg4JGAFFwV2IQJE7jkkktITExk/PjxLF++nHfffZdmzZpxzz33sHjx4mIvQ3x8PCNHjiwXQWFR+/bbbxk2bBg333wzq1evZubMmYEuUq4iIyOZPXt2jlsFrlmzhq1bt1K5cuU885g4cSK9evWiadOmvPPOOyxZsoQnn3wSgBUrVgCwYMECEhISMh9t2rThvPPOy7YsISGhUMfy9ttvs2/fPnr27FmofJRS+aOTVwfWQec51Xm+DvjHGLPSlcAYc0REPgGuB+4t4fKpAlq9ejVDhw5lyJAhTJw4Mdu666+/nqFDh3L8+PEAla5wkpOTqVChQqCLUew2bNgAwN13302jRo18pnPdszkkJLAfp7169WLWrFmsWrWKuLi4zOUzZsygY8eObNmyJc88XnjhBXr27Mk777yTuaxz587cddddmT8s2rRpk22bM844g7S0NNq3b180BwL89ttvBAUFkZaWxptvvllk+Sqlcqc1hSVMRIJFJExEmgJvAXuA953V5wK/etnsNyBaRCJKqJiqkMaNG0f16tV57rnnvK5v3Lgx5513ns/tvTWZeWseXbduHVdccQVRUVGEh4fTqFEjBg8eDMCIESMYOXIkAKGhoTma9U6cOMGjjz5Kw4YNCQsLo2HDhjzzzDPZahXj4+MREebPn89dd91FzZo1qV27ts9yu5rC165dS+/evYmMjKR27dqMHTsWgKVLl9KmTRsqV67MRRddxHfffZdt+88//5wePXpQt25dwsPDadmyJS+++GJmU7t72QcPHkxUVBQRERFcd9117Ny502uZVq1aRZcuXYiMjKRy5cp069aNX3/19m+WJS4ujv79+wP2vXJ/P0SEYcOGMW7cuMxz98svvwAwa9Yszj//fCpWrEiNGjXo27cvu3fvzpZ3gwYNuPXWW5k5cybNmzenUqVKXHbZZfz5558cP36cQYMGERUVRe3atXnwwQdJS0vLtawuZ511Fh07dsxWo3nq1Cnmzp1Lv379/MojMTGROnXqeF0XFJS/r4sPP/wQEeHnn3/Osa579+65Nsfnd19KqaKh/3kl7xsgGfgDOA/obIzZ56yrDhzysk2i81zNc4WIDBSR9b4e+/fvL45jOG2kpEBSkn0uKenp6cTHx3PllVdSsWLFYttPUlIS3bp1Izg4mGnTpvHpp5/y9NNPZwYRAwYM4M477wTgq6++ytasl5aWRrdu3ZgyZQr33Xcfn332GQMGDGD06NE8/PDDOfb1v//9D2MMM2fO9KvP3m233UarVq1YsGABPXv25IknnuDRRx/l4Ycf5tFHH+WDDz7g+PHj9OzZkxS3N+fvv/+mS5cuvPvuuyxZsoTbbruNESNGMGzYsGz5Dxo0iClTpjB06FDmz59P8+bNueWWW3KUY8mSJXTp0oWIiAhmzZrFnDlzOHbsGJdddhk7duzwWf5Jkybx+OOPAzB//nwSEhIYMGBA5vpp06axZMkSXnjhBZYsWUK9evWYPHkyffv25eyzz2b+/PmMGzeOZcuW0bFjR5KSkrLlv3r1aiZNmsT48eOZPn06mzdv5sYbb6RPnz5ERkby/vvvM3DgQF566SUmT56c5/l26devH3PnzuXkyZOA7R+YmprKTTfdlMeWVtu2bZk+fTrPP/88f/zxh9/79ea6666jSpUqzJo1K9vyvXv3snz5cvr27Vuo/JVSxcAYo48SfABnA+2A/2AHnuwEGjjr/gTe87LNXYABzsrv/i688EJzuvn999+LJJ/kZGP++MOYTZvsc3JykWSbpz179hjAPPbYY36lnzp1qgHMli1bMpcBZvjw4dnSbdmyxQBm6tSpxhhj1q1bZwDz008/+cx7+PDhBjCpqanZls+YMcMAZtWqVdmWjxkzxoSGhpq9e/caY4xZuXKlAUzPnj3zdSwjR47MXJaammpq1qxpQkJCzN9//525/OOPPzaAiY+P95pXRkaGSU1NNWPGjDFVq1Y16enpxhhjNm7caIKCgszYsWOzpb/77ruznR9jjGncuLHp3LlztnRHjhwxUVFR5r777sv1WN5+++0c74sx9r2pW7euOXHiROaytLQ0U6tWLRMXF5ct7Zo1awxgXnnllcxlMTExplq1aubw4cOZy1555RUDmDvvvDPb9m3atMmRpzeAGTZsmDl27JgJDw837733njHGmO7du5tbbrklc799+vTJ3MZ1Pb399tuZyzZt2mRatWplnM8bExUVZW6++WazbNkyn/vu2LGjueSSS7yuGzBggKlfv37me2eMMS+//LIJDg42//zzT57HlZqa6vV/QRWfvD5/gfWmFHyX6qN4HlpTWMKMMRuMMd8YY94DugARwGPO6kRsbaEnVw2ht1pE5UNKChgDERH2uSRrC0tC06ZNqVq1KoMGDWLWrFm51nx5Wrp0KTExMVx88cWkpaVlPq688kpSU1P5+uuvs6Xv1atXvsrWvXv3zL9DQkJo0qQJzZo1o2HDhpnLW7RoAZCt3Lt372bQoEHExMQQFhZGaGgoTz75JIcPH2bfPluh/s0335CRkUHv3r2z7fPmm2/O9vrPP/9k8+bN9OnTJ9sxhoeH06FDB1avXp2vY3J31VVXUalSpczXmzZtYt++ffTp0ydbuksvvZSYmBhWrVqVbXmHDh2oUqVKjnPRrVu3bOlatGiRr/c1IiKCXr16MXPmTPbs2cPnn3/ud9MxQLNmzfjhhx9YtWoVw4YNo3Xr1ixYsIBu3boxZswYv/Nx6du3L7t27cocpAIwc+ZMunbtSt26dfOdn1KqeGlQGEDGmMPAX0ATZ9Fv2H6Fns4BthtjkrysUz6EhYGIbT4Wsa9LQlRUFJUqVWLbtm3Fup8qVaqwcuVK6tWrx+DBg4mOjqZly5bMmzcvz2337dvHtm3bCA0NzfZo27YtAAcPHsyWPr9f4NWqZe/pEBYW5nUZ2H5vABkZGVx33XUsXryYJ598khUrVrBu3brMpmNXOlcfPc++jZ6vXUHknXfemeM4Fy9enOMY88PzfCQmJnpdDlCnTp3M9S6+zoW35a7j9le/fv34/PPPefnll6lVqxZdu3bN1/bBwcFcfvnljBkzhuXLl/P333/TqlUrRo4cyaFD+ftdetlll9GgQYPMfo4bNmzg+++/16ZjpUopHX0cQCJSG2gBzHYWLQJuF5GOxphVTpozgGuBOYEp5ekrLAxiYmwNYVhYyQWFISEhxMXF8cUXXxR4pG6FChWy9bWDnIEaQOvWrZk3bx5paWmsX7+esWPH0rt3b3766SdatmzpM/+oqCgaNmzIhx9+6HV9gwYNsr0u7Lxz/ti8eTPr169n5syZ2ebT++STT7KlcwVee/fuzTYqeO/evdnSRUVFATB27FivgVFYIS4Iz/NRvbqt4N+zZ0+OtHv27CE2NrbA+8qvrl27UqtWLV544QWGDh1KcHBwofKrV68eAwYM4L777uPPP//M/OHgD9fciBMmTOCNN95g5syZmbWZSqnSR2sKS4iILBCRp0TkehHpJCKDgFVAGvCik2wRkADMEpGbRaSbs0wA78NYVa7CwmzzcUkFhC6PPfYYBw8e9DpoA2DLli1eR2W6xMTE5Bghu2TJEp/pQ0JCaN++PaNHjyYjIyNzOhVXQOoaeOBy1VVXsWPHDiIiIoiNjc3xqFGjhl/HWZROnDgB2JHSLqmpqcyePTtbunbt2hEUFJQjoH3//fezvW7evDkNGjTgt99+83qMuY3+zq/mzZtTu3btHGVYu3Yt27Zto2PHjkW2r7wEBQXx1FNPce2113LHHXfka1tfTdUbN24E8DkyOTd9+/YlKSmJ+fPnM3v2bG688UbCw8PznY9SqvhpTWHJ+RroDTwIhAE7gHhgrDFmK4AxJkNErgFeACYBFbFBYidjjP8di1TAXX755bz00ksMHTqUDRs20L9/f6Kjozl06BBffvklU6ZMYc6cOT4Dk5tvvpkxY8bwzDPP0L59e9asWcN7772XLc3ixYuZPHkyPXv2pGHDhhw/fpyJEycSGRlJhw4dADjnHHsXxRdffJHu3bsTHBxMbGwsffr0YerUqXTp0oUHH3yQ888/n5SUFDZv3syiRYtYuHBhiX9xn3322cTExDBs2DCCg4MJDQ3l5ZdfzpHONdL46aefJiMjg4suuogvvviCTz/9NFs6EeH111/n+uuvJyUlhd69e1OjRg327t3L2rVriY6OZujQoUVS9uDgYEaNGsWgQYO49dZbufXWW9m1axfDhg2jadOm3H777UWyH3/dfffd3H333fnermXLlnTq1IlevXrRsGFDjh49yqeffsqbb75J7969iY6OzneezZo1o127djz22GPs2rUrR9NxSEgIt912W7a5EdevX8/WrVszp0f6/fffmTt3LgA9evTQoFKpYqJBYQkxxowHxvuRLhG4w3mo09j9999P27Ztefnll3nooYc4cOAAkZGRxMbG8tZbb3Httdf63Pbxxx/n8OHDvPbaa4wbN44ePXowc+ZM2rVrl5mmadOmVKpUidGjR7N7924iIyMzA6Qzz7R3RbzmmmsYPHgwkyZNYtSoUZkjzEJDQ1m2bBnjxo1j8uTJbNmyhcqVK9O4cWOuvvrqQjWtFlRYWBgLFy5kyJAh9OvXj+rVq3PHHXcQHR3NXXfdlS3tW2+9RUREBC+88AIpKSl07tyZOXPmcOmll2ZL16NHD1avXs0zzzzDgAEDOHnyJHXq1KF9+/b8+9//LtLyDxw4kPDwcJ5//nmuv/56IiIi6NGjB8899xwREafHFKPjx4/PnNpo7969BAcH06xZM8aNG8f9999f4Hz79u3LkCFDqF+/Pp06dcq2Lj09Pcc8lK+99hrTp0/PfP3RRx/x0UcfAbaW3bN7g1KqaIgxJu9U6rQVGxtr1q9fH+hi5MuGDRs4++yzA10MpZQqd/L6/BWR74wxJddJVpUo7VOolFJKKaU0KFRKKaWUUhoUKqWUUkopNChUSimllFJoUKiUUkoppdCgUCmllFJKoUGhUkoppZRCg0KllFJKKYUGhUoppZRSCg0KlVJKKaUUGhQqVawSEhLo3bs39erVIywsjKioKK644gqmT5+eeb/XadOmISJs3bq1yPcfHx/PiBEjyMjIKPK8S5utW7ciIkybNq3I8nz22WeJjo4mJCSE1q1bF1m+RU1EEBGeeOKJHOuMMTRq1AgR4dZbb81c7jpfU6ZMyZZ+4cKFXH755dSqVYtKlSoRExNDz549Wbp0KQANGjTI3F9uj8J46aWXuPbaa6lbty4iwogRIwqVn1LKPxoUKlVMJkyYwCWXXEJiYiLjx49n+fLlvPvuuzRr1ox77rmHxYsXF3sZ4uPjGTlyZLkICovat99+y7Bhw7j55ptZvXo1M2fODHSRchUZGcns2bPxvJ/9mjVr2Lp1K5UrV84zj4kTJ9KrVy+aNm3KO++8w5IlS3jyyScBWLFiBQALFiwgISEh89GmTRvOO++8bMsSEhIKdSxvv/02+/bto2fPnoXKRymVPyGBLoBSZdHq1asZOnQoQ4YMYeLEidnWXX/99QwdOpTjx48HqHSFk5ycTIUKFQJdjGK3YcMGAO6++24aNWrkM116ejrGGEJCAvtx2qtXL2bNmsWqVauIi4vLXD5jxgw6duzIli1b8szjhRdeoGfPnrzzzjuZyzp37sxdd92V+cOiTZs22bY544wzSEtLo3379kVzIMBvv/1GUFAQaWlpvPnmm0WWr1Iqd1pTqFQxGDduHNWrV+e5557zur5x48acd955Prf31mTmrXl03bp1XHHFFURFRREeHk6jRo0YPHgwACNGjGDkyJEAhIaG5mjWO3HiBI8++igNGzYkLCyMhg0b8swzz2SrVYyPj0dEmD9/PnfddRc1a9akdu3aPsvtagpfu3YtvXv3JjIyktq1azN27FgAli5dSps2bahcuTIXXXQR3333XbbtP//8c3r06EHdunUJDw+nZcuWvPjii5lN7e5lHzx4MFFRUURERHDdddexc+dOr2VatWoVXbp0ITIyksqVK9OtWzd+/fVXn8cAEBcXR//+/QH7Xrm/HyLCsGHDGDduXOa5++WXXwCYNWsW559/PhUrVqRGjRr07duX3bt3Z8u7QYMG3HrrrcycOZPmzZtTqVIlLrvsMv7880+OHz/OoEGDiIqKonbt2jz44IOkpaXlWlaXs846i44dO2ar0Tx16hRz586lX79+fuWRmJhInTp1vK4LCsrf18WHH36IiPDzzz/nWNe9e/dcm+Pzuy+lVNHQ/zxVpqWkQFKSfS4p6enpxMfHc+WVV1KxYsVi209SUhLdunUjODiYadOm8emnn/L0009nBhEDBgzgzjvvBOCrr77K1qyXlpZGt27dmDJlCvfddx+fffYZAwYMYPTo0Tz88MM59vW///0PYwwzZ870q8/ebbfdRqtWrViwYAE9e/bkiSee4NFHH+Xhhx/m0Ucf5YMPPuD48eP07NmTFLc35++//6ZLly68++67LFmyhNtuu40RI0YwbNiwbPkPGjSIKVOmMHToUObPn0/z5s255ZZbcpRjyZIldOnShYiICGbNmsWcOXM4duwYl112GTt27PBZ/kmTJvH4448DMH/+fBISEhgwYEDm+mnTprFkyRJeeOEFlixZQr169Zg8eTJ9+/bl7LPPZv78+YwbN45ly5bRsWNHkpKSsuW/evVqJk2axPjx45k+fTqbN2/mxhtvpE+fPkRGRvL+++8zcOBAXnrpJSZPnpzn+Xbp168fc+fO5eTJk4DtH5iamspNN93k1/Zt27Zl+vTpPP/88/zxxx9+79eb6667jipVqjBr1qxsy/fu3cvy5cvp27dvofJXShUDY4w+yvDjwgsvNKeb33//vUjySU425o8/jNm0yT4nJxdJtnnas2ePAcxjjz3mV/qpU6cawGzZsiVzGWCGDx+eLd2WLVsMYKZOnWqMMWbdunUGMD/99JPPvIcPH24Ak5qamm35jBkzDGBWrVqVbfmYMWNMaGio2bt3rzHGmJUrVxrA9OzZM1/HMnLkyMxlqamppmbNmiYkJMT8/fffmcs//vhjA5j4+HiveWVkZJjU1FQzZswYU7VqVZOenm6MMWbjxo0mKCjIjB07Nlv6u+++O9v5McaYxo0bm86dO2dLd+TIERMVFWXuu+++XI/l7bffzvG+GGPfm7p165oTJ05kLktLSzO1atUycXFx2dKuWbPGAOaVV17JXBYTE2OqVatmDh8+nLnslVdeMYC58847s23fpk2bHHl6A5hhw4aZY8eOmfDwcPPee+8ZY4zp3r27ueWWWzL326dPn8xtXNfT22+/nbls06ZNplWrVgYwgImKijI333yzWbZsmc99d+zY0VxyySVe1w0YMMDUr18/870zxpiXX37ZBAcHm3/++SfP40pNTfX6v6CKT16fv8B6Uwq+2/RRPA+tKVRlVkoKGAMREfa5JGsLS0LTpk2pWrUqgwYNYtasWbnWfHlaunQpMTExXHzxxaSlpWU+rrzySlJTU/n666+zpe/Vq1e+yta9e/fMv0NCQmjSpAnNmjWjYcOGmctbtGgBkK3cu3fvZtCgQcTExBAWFkZoaChPPvkkhw8fZt++fQB88803ZGRk0Lt372z7vPnmm7O9/vPPP9m8eTN9+vTJdozh4eF06NCB1atX5+uY3F111VVUqlQp8/WmTZvYt28fffr0yZbu0ksvJSYmhlWrVmVb3qFDB6pUqZLjXHTr1i1buhYtWuTrfY2IiKBXr17MnDmTPXv28Pnnn/vddAzQrFkzfvjhB1atWsWwYcNo3bo1CxYsoFu3bowZM8bvfFz69u3Lrl27MgepAMycOZOuXbtSt27dfOdXLiUlwe7d9lmpYqZBoSqzwsJAxH6WitjXJSEqKopKlSqxbdu2Yt1PlSpVWLlyJfXq1WPw4MFER0fTsmVL5s2bl+e2+/btY9u2bYSGhmZ7tG3bFoCDBw9mS5/fL/Bq1aplex0WFuZ1Gdh+bwAZGRlcd911LF68mCeffJIVK1awbt26zKZjVzpXHz3Pvo2er11B5J133pnjOBcvXpzjGPPD83wkJiZ6XQ5Qp06dzPUuvs6Ft+Wu4/ZXv379+Pzzz3n55ZepVasWXbt2zdf2wcHBXH755YwZM4bly5fz999/06pVK0aOHMmhQ4fylddll11GgwYNMvs5btiwge+//16bjv2VlAR//AG7dtlnDQxVMdPRx6rMCguDmBhbQxgWVnJBYUhICHFxcXzxxRcFHqlboUKFbH3tIGegBtC6dWvmzZtHWloa69evZ+zYsfTu3ZuffvqJli1b+sw/KiqKhg0b8uGHH3pd36BBg2yvCzvvnD82b97M+vXrmTlzZrb59D755JNs6VyB1969e7ONCt67d2+2dFFRUQCMHTvWa2AUFhZmv2SPHYPISFul7CfP81G9enUA9uzZkyPtnj17iI2N9TvvwuratSu1atXihRdeYOjQoQQHBxcqv3r16jFgwADuu+8+/vzzz8wfDv5wzY04YcIE3njjDWbOnJlZm6n8cOwYuAZ+ZWTY1/m4TpXKL60pVGVaWJj9DC2pgNDlscce4+DBg14HbQBs2bLF66hMl5iYmBwjZJcsWeIzfUhICO3bt2f06NFkZGRkTqfiCkhdAw9crrrqKnbs2EFERASxsbE5HjVq1PDrOIvSiRMnADtS2iU1NZXZs2dnS9euXTuCgoJyBLTvv/9+ttfNmzenQYMG/Pbbb16P8bxGjYqsFqZ58+bUrl07RxnWrl3Ltm3b6NixY4Hzzq+goCCeeuoprr32Wu644458beurqXrjxo0APkcm56Zv374kJSUxf/58Zs+ezY033kh4eHi+8ymXIiPBNRI7KMi+VqoYaU2hUsXg8ssv56WXXmLo0KFs2LCB/v37Ex0dzaFDh/jyyy+ZMmUKc+bM8Tktzc0338yYMWN45plnaN++PWvWrOG9997Llmbx4sVMnjyZnj170rBhQ44fP87EiROJjIykQ4cOAJxzzjkAvPjii3Tv3p3g4GBiY2Pp06cPU6dOpUuXLjz44IOcf/75pKSksHnzZhYtWsTChQtL/Iv77LPPJiYmhmHDhhEcHExoaCgvv/xyjnSukcZPP/00GRkZXHTRRXzxxRd8+umn2dKJCK+//jrXX389KSkp9O7dmxo1arB3717Wrl1LdNWqDL3mGpu4kLUwwcHBjBo1ikGDBnHrrbdy6623smvXLoYNG0bTpk25/fbbC5RvQd19993cfffd+d6uZcuWdOrUiV69etGwYUOOHj3Kp59+yptvvknv3r2Jjo7Od57NmjWjXbt2PPbYY+zatStH03FISAi33XZbtrkR169fz9atWzOnR/r999+ZO3cuAD169Cg/QWVEBDRrVqDabKUKQoNCpYrJ/fffT9u2bXn55Zd56KGHOHDgAJGRkcTGxvLWW29x7bXX+tz28ccf5/Dhw7z22muMGzeOHj16MHPmTNq1a5eZpmnTplSqVInRo0eze/duIiMjMwOkM888E4BrrrmGwYMHM2nSJEaNGpU5wiw0NJRly5Yxbtw4Jk+ezJYtW6hcuTKNGzfm6quvzuzjVpLCwsJYuHAhQ4YMoV+/flSvXp077riD6Oho7rrrrmxp33rrLSIiInjhhRdISUmhc+fOzJkzh0svvTRbuh49erB69WqeeeYZBgwYwMmTJ6lTpw7t27fn39dea2tfMjKKpBZm4MCBhIeH8/zzz3P99dcTERFBjx49eO6554g4Tb7Mx48fnzm10d69ewkODqZZs2aMGzeO+++/v8D59u3blyFDhlC/fn06deqUbV16enqOeShfe+01pk+fnvn6o48+4qOPPgJsLbtn94YyLSJCg0FVYsSOMFdlVWxsrFm/fn2gi5EvGzZs4Oyzzw50MVR5sH8/HDoE1apBzZqBLo1SAZfX56+IfGeMKblOsqpEaU2hUqp8SkqCHTtsTWFSElSqpDUySqlyTQeaqFJJa7BVsfM2slOpckw/d5UGharUCQsLyzFaVqkipyM7lcrm5MmT2Ub/q/JHm49VqVOjRg127txJjRo1iIyMJCQkpETmyVPljI7sVAqwNYQnT55k165dOSaBV+WLBoWq1KlSpQoVKlRg//79HDx4kLS0tEAXSZV1hw8HugRKBVRoaCi1a9fmjDPOCHRRVABpUKhKpYoVK3LWWWcFuhhKKaVUuaF9CpVSSimllAaFSimllFJKg0KllFJKKYUGhUoppZRSCg0KlVJKKaUUGhQqpZRSSik0KFRKKaWUUmhQqJRSSiml0KBQKaWUUkqhQaFS6jSQkgJJSfZZKaVU8dDb3CmlSrWUFNi2DYwBEYiJgbCwQJdKKaXKHq0pLCEicpOIzBORbSJyUkQ2ichYEYn0SNdaRJaKSJKIHBWRRSLSJFDlVirQUlJsQBgRYZ+1tlAppYqHBoUl5yEgHXgCuAp4A7gH+EJEggBEpCmwBqgC9AFuBxoAq0WkVgDKrFTAhYXZGsKkJPustYRKKVU8tPm45FxrjNnv9nqViCQC04E4YAXwKDZw7G6MOQwgIt8Af2GDykdKssBKlQZhYbbJOCXF/q1BoVJKFQ+tKSwhHgGhyzrnub7z3B5IcAWEznY7gV+BXsVaQKVKqZQUDQiVUqokaE1hYHV0njc4z+mAtx5TyUBjEalojDlVIiVT/klIgPh4iIuDDh0CXZoyRweZKKVUydGgMEBEpD4wClhujFnvLN4EXCwiocaYVCddJHAuIEA1YLdHPgOBgb72Ex0dXQylV4ANCLt0yarG+vJLDQyLmPsgE9eUNBoUKqVU8dDm4wAQkQjgYyANO5jE5RVsU/KbIlJfRGKAqUCEsz7DMy9jzGRjTKyvR82aNYv5aMqx+HgbpaSn2+f4+ECXqMzRQSZKKVVyNCgsYSJSEVgENAK6OX0GATDG/B/wX+AmYCewFaiKHYySAiSWcHFVbuLibJQSHGyf4+ICXaIyxzXIpF49bTpWSqnips3HJUhEQoF5QFugqzHmF880xphJIvIO0AQ4aozZISKfAd+4mpRVKdGhg20y1j6FxUoHmCilVMnQoLCEOHMRzga6AFcbY772ldYYkwz85mzXCugK9CuJcqp86tBBg0GllFJlggaFJed14F/AM8BxEWnvtm6nMWaniJyJndB6LXbE8YXYya7nG2PeK+kCK6WUUqr80KCw5HR3noc5D3cjgRFAKtAOGAREApuxI5RfKZkiKqWUypVOQ6XKMA0KS4gxpoEfafZim4qVUkqVNjoNlSrjdPSxUkop5Q+dhkqVcRoUKqWUUv7QaahUGafNx0oppcqO4uzzp9NQqTJOg0KllFJlQ0n0+dNpqFQZps3HSimlygZ/+/wlJMDYsfa5PChvx6sKTGsKlVJKlQ2uPn/JyfZm2VFROdOUtxHE5e14VaFoTaFSqkxKSYGkJPscMFpDU7I6dIAJE+xAkIwMuP/+nOe+vI0gLm/HqwpFawqVUmVOUhJs2ADGQOXK0LRpAO6frDU0gXHwoA0IMzKygiD38+6qTXS9L2V9BHF5O15VKBoUKqXKlD17YO1a2LEDataEKlWgbl2oXr2EC+KthkaDwuKXVxBU3kYQl7fjVYWiQaFS6rSVkpL13R8WBn/9BXPmwKFDcOIEXHABhIe7bVCStyjTGprA8CcIKm8jiMvb8aoC06BQKXVaSkmBbdvAfP898u03pF7Qjqk/XsCWLTYQrFjRtiA2aAAREZR8c67W0ASOBkFKFYgGhUqp01JSEiRNn0u1sY+yK6Mmn7GfLZ3rciSoLmCDwSuugOhopz9hXs25xVGLqMGJUuo0okGhUuq0k5ICmxf8xOZn5hJMKw5zBqkIkYn/QOO6NGwI/fpBkybOBgkJsH27HZUKOZtzdVCIUkppUKiUOv1s3w5r5u0mgnCOE0UjNnOM6gS1iqJhE7jlFo+A0BXwhYTAXXfZiNE96NNBIUoppUGhUqr08hxIArbZ+OuvYce+MM6gHtU5QFWSuPTKCI72a0DLllCnjlsm7gEf2PZkz4BPB4UopZQGhUqp0ilzIImxN6eIibHL9+61cVuDo79yAIjiEK34lbCDIYRd7mU+Qn8CPh0UopRSGhQqpUqnlBQbEEZEOINKkmyz8f79dn7iuh2bU/vPVcSxmuocgZ/XwncJOQM6fwM+HRSilCrnNChUSpVKYWG2hjApyT4nJtruga55B5sP6UbjPdOIWHzALsjI8N0XUAO+ginJeR2VUgGnQaFSqlQKC7NNxq5+hd98AwcO2DuThIZCtWoQ8cS98OXH3puGNaApHB2RrVS5o0GhUqrUcvUP/Plne/s6sONF6tRxblsX7aNpWAOawtMR2UqVOxoUKqVKtcRE+O03OHIE0tLspNSXXgoRv7jVBD7+ePaNZsyAU6dsp0QNaApGR2QrVe5oUKhUeXWaNK+mpEBQkJ1J5sABOPdcqL4pl5rAhAR45x0bEIKdsFoDmvzTEdlKlTsaFCpVHp0GzauuvoQREVC3LiQn21rC2rWBD+N9N23OmAGpqVkZ9ehR6o7ttKEDdJQqVzQoVKo8KuX9xTznKGzfPitAjIggf02b2WayVkop5YsGhUqVBwkJtgYN7C3eSnl/Mc85CsPCnIElLrk1bfbrB+++a2sLQ0Pta6WUUnkS4+p3o8qk2NhYs379+kAXQwVSQoINnFJS7OsKFWDlSvt3Ke0v5u1uJjnuVJKb06S/pFKnGxH5zhgTG+hyqOKhNYVKlXXx8dn72Lmaix9/vNQGTO5zFLrf99hv2hdOKaXyTYNCpcq6uDjbjOqqKSyFzcXeFCgYVEopVWAaFCpV1nXoYGsG3fsUFrQWTZtllVKqzNKgUKnyoCiaU119E10DOIp5xLJrShqtMVRKqZKhQaFSyj8zZmQ1QaekwHPPQdu2xVJrWOiBJkoppfJNg0KlVMF88ol9FMPk1ykpdrLqChXss6vGUCmlVPEJCnQBlFKniX79bJQmYm8dZ0z2ya+LSEqKnZtw82b49VfYvr3IslZKKZULrSlUSvmnQwc7v2F8PERFwf33F/nk13v2wP/9Hxw7BgcPQvPmNvZ0tVorpZQqPhoUKqX85z5gpVWrIh2JvGcPTJkC335rKyPDwyE6GqpUKXTW/inMyGodla2UKgM0KFQqUE73QKIIJ4hOSYEffoBdu+zriAjbQh0UBPXrO/c79rxVX1Ges4QE6NIlq+YzP30kC7OtUkqVIhoUKhUInoHEhAm2vfR0DRALKSkJjh+3p8J1r+P27eGii6BOHQj7LgE6dbKjTsDe27gop8SJj7fvhXsfSX/zLsy2SilVimhQ6IOIRAKXANFADeAksA/40RjzWyDLpsoA90AiORn++1/bea4c1zSdcQZceSU0aQLnnANt2kD16s7Kxx7LCgjBzpVYlMFXXJw99wXpI1mYbZVSqhTRoNCNiFQC/gPcCbQla3S2OM/GSXcAmAe8YYz5paTLqcoA90AiKMgGhxkZ5bamKSwMqlWzcXGDBtC0qdsUNI8+CqtXZ98gNLRog68OHWwwnp/mfPfm//xuq5RSpZAYYwJdhoATkRDgXmAYUA04BXwHrAP2AIlAJSAKaAG0x9YgGmA58KAx5teSL3neYmNjzfr16wNdDOWNK6jwHMlbzmoKXRNVJydDWpqtKYyIcEvQtCn89VfW6zPOgKVLA3uOtB+hKqdE5DtjTGygy6GKh9YUWhuBhsBSYDrwsTEmObcNRKQZ0B/oB/wgIncaY2YUd0FVGVKMI3lPJykptoawenXbnzCHG26wd09xufvuwJ8j7UeolCqDNCi0fgduNMb85O8Gxpg/gCdEZAQwGFuT6JOI3IRtmo4FagHbgfnAs8aYY27pzgVGY2sjqwBbgXeBV4wxaf4fkjqtFOFI3tPRkSNw+DBUrpzVqp553+Px422i+fNtgOh6HUjaj1ApVQZp83EJEZGvsYHgx8BOoA0wAltLebExJkNE6gE/AbuAZ4EDQBfgceB5Y8yj+d2vNh+r0iwlBX7/3bYOm2XLaLp2Ok0aGXb3fQTTuk3pvu/x6T6lkFIFoM3HZZvWFJaca40x+91erxKRRGxzdRywArgGO9L5EqcmEmCFiDTGNlPnOyhUqjRLTISNGyF5+hxCly4khc0k/b4T89lPRMyfQVKL2NJ73+NyXrurlCp79N7H+SAiLUTkAREZJCL5us+CR0Doss55ru88u776jnqkO4y+V6qMSUmBHTvg6CcrObD0a5KIRIAIkpD0FJLi1yNSSgNCpZQqgzTQ8EJEnhaR3SJS3W1ZV+AH4AVgEvC9iEQVclcdnecNzvNH2Cbj10SkoYicISK9gL7Ai4Xcl1KlQkqKHVCSlASV/viBpnNGE8MOmrOJs9lIBCeICdlNvavbFKzpOCEBxo61z0oppfymzcfedQc2GmMS3ZaNxU5BMxyogx1cch/wdEF2ICL1gVHAcmPMegBjzF4R6YDtd/i3k9QAI4wxz/nIZyAw0Nd+oqOjC1I8pYpFUhL8Ne9HQj79GAHEQE32UY0DNGEzEZyAyy8nbNw4wjq0y/8O9E4xSilVYBoUetcAWOB64QRwFwIvGWPGOMtaAD0pQFAoIhHYwC8NuN1teU3siOTjwE3AQaAz8KSIJBtjcgy7NMZMBib72ldsbKyOJFIBl5ICicvWsenteI59soqqJFKVw9QLPkBYaBphaScIC06H19+CgT5/4+TN804xQ4bYScF1LkGllMqTBoXeVcNOWO1yCbbGbrHbsu+AQfnNWEQqAouARkBHY8xOt9WPYAPSGGPMIWdZvIgEA6NF5B1jzIH87lOpQNqzB1ZN3sCO4bMQ0qjFGUAaESQRkX6EsLvugOjooqnNc58qRqTc3ylGKaXyQ4NC7/aTNfgDoBOQCnzjtiyMfPbJFJFQ7O3x2gJdvdwirxXwl1tA6PItEAo0wfY5VOq08OOPMGUK/DbtAGF0oTZ7iCOe6hyiCZttf8F+/YouWHO/XZ3nnWJ0LkGllMqVBoXe/QhcJyItsbe8+zfwlTHmpFuaBsBufzMUkSBgNnbewauNMV97SbYHuFhEqnkEhq7OVbv8PgKlAiglxXbve3HIJrZvTuHkyTOIZj9BCFU5xnnBm4i49kp45JGir73TO8UopVSBaFDo3XPASuxE0i6Zo3+dJuA44NN85Pk68C/gGeC4iLR3W7fTaUZ+E+gDfC4iz2P7FMYBDwELjDE78n0kSpWwPXtg1Sp4/79f8vfBM8hASKMCEExzfuNiviYi4ygsW2aDwuKkcwkqpZTfNCj0whizRkSuAe7C9iWcbYz5zC3Jxdjbzy3wsrkv3Z3nYc7D3UjsCOOvReQy7OCVV4AznP2MQqekKZ30rhZWQgIpy1fzV+MrWLDlAra/u4yDBzOI5BgphNGALdwTMZdLgtdR/ehBe7Nj7eenlFKligaFPhhjlgJLfaxbgb1NXX7ya+Bnuq+BHvnJWwWI5/Qn5XV0a0IC2y+/la/SLuQ7Mth9xnbCj+4kmEbUZAdRHOEupnBR18bwyOzs50z7+SmlVKmhQaEXIvIusNAYsyiXNNcANxhj7ii5kqlSxX36k3Ja65WSAhue/5x30gayg7M4QiRVjh4hAsPFJNCZeM5lI3WCEuGRt7IPBCnvtatKKVXKaFDoXX9ss63PoBA4H7gN0KCwvHKf/qQc1nolJsI3U39lxYJQNtKMcFIJBqqRyHn8wnUsIZrd0Lo1TFqUFQCW1n5+2hVAKVXOaVBYcBWA9EAXQgVQOa712r4dFr3yF39OSeAAtRHgJCHUZjfX8DlxfEV1jtiBJONzzLle+mhXAKWU0qAwFz7vBCIiFYDLsVPIqPKstNZ6uSvCGrDERPj7b1g2eQs73l7GISoTRgqN+YtodtKdzzmbzYRJGjycz4AwkDV12hVAKaU0KHQRkb89Fj0gIrd7SRoM1MTWFL5Z7AVTp6fS0hRZhDVge/bARx/Z57+W76IhBzhOGGexk8tYSzu+p3rPjlAnLv8TUge6pq6cdwVQSinQoNBdEFm1gwYQ5+EpFfgF+BIYUzJFU6eVQAc47gpSA+Ye0AIpy1fzU71ufL6nNX+s3Un9Xd9xaksyoaRyPr/Sg09pErSTsDdeKfh9iwNdU1eOuwIopZSLBoUO9yljRCQDeNkYMypwJVJ+Ky21ci6BDnDc5bcGzD2gDQ5me1o9PsnozDzO5VTISQ6nhRHGNlpwhK58SSs2Ur1tM5gwo3DHWBpq6k6HrgBKKVWMNCj0rhOwJdCFUH4IdK2ct4C0NAQ4LvmpAUtIgBEjIDkZMjL4Mb0ZkxjERpqwi2iapG0GIqjKYa5nMbH8RFilYJgwoXDn3HUOJ0yAgwdLT3CvlFLljAaF3g0HpgEzfCUQkVuBO4wxnUuqUMqLQNbK+QpIS1tTpD81YK5jSU4mKaMiG2nKJAaykSYkU5E0gjhINWLYQW/mcX7Y34TdcUf++w762m9paGpXSqlyToNC7+KA+DzSxAAdi70kKneBrJXLLSA93Zoi4+PZc/IM1tGKn2nFocim/HOsNpVIIYUKnMtvdGUlV/EF55xTAaZ8nv+BJN6C5NLU1K6UUuWcBoUFVwlIC3Qhyr1A1sr5G5CWtj6PXvzV6EpeoiLfcwFJVObMlAOEcpTqHKQxW7idqVzIr4SFGJiyuuhGFpempnallCrnNCj0zes8hSIiQDT2/sQ7SrREyruSqJXzFtj5E5CeBs2jSUmwePeF/HpeA07+vZ+g5FROUplzWU87vqM93xAte+D66+1k1Pktf141qqWpqV0ppcoxDQodzohj90BwhIiMyG0T4NliLVR5VBpr1XIL7PIKSEtx82hKig0Id+yAI0egwqF/OJ6UQSTHac739OV9zuEPwoLS4Y03Cz7dTF61gadbU7tSSpVRGhRmWU1WUHg5sB17/2NP6cBB7DyFU0qkZOVFaa1VK0xgV0qbRxMT4fvv4cABSEsDs+xTLtrxNWdSk/P5hRtYTHTbs6DnyMIH6FobqJRSpwUNCh3GmDjX306t4VSdp7CEldZatcIEdqUwINq+HebPhy0LfiDs529olvYHTZJ2EUUiVTjKefxKBCfgzhEFrx30pLWBSilV6mlQ6F1D4HCgC1HulNJatUIHdqUoINqzB2Y+s4WfPtrIiUPHqU4QtUjnXLbQgj+J4DhhpNq+g0UVECqllDotaFDohTFmW6DLUC4VJvgq7r6IpSiwK4iUFNtkvPbudzn88R4qUZsUKhPBMVryG+fxm60dBBsQjh8f2AIrpZQqcRoU5kJE6gJdgPpABS9JjDFmdMmWqowrSPBVWvoiBnKQTC77TkyEX36Bf2YsY9/H35JBNJU4RnX2cyVfcBlfZwWEQUHQs2fJll0ppVSpoEGhDyIyEniM7OdIyBqM4vpbg8JAKw19EQMZmHru27ldXMolndherz3x8XBk2RrS535BDY7Tmp+pTBLn8SvR/GObi92Vlr6cSimlSpQGhV6ISB/gKWAF8DowD3vbu8+xdzu5E/gIeCswJVTZlERfxLxqAUsyMPUsi/u+k5Phv/8lJSOEn4I+Zvk1L7Jj1RaqHNpMKBWoSyot+JOz2WhrB0Xg+p6weDFkZECFCqWnL6dSSqkSpUGhd/cAO4GrjDFpdr5qthpj3gfeF5EFwBLgvQCWUbkU9whff2oBS2qQjLeyuO87KIjtqbVYycX8mNGK4IUrCCICgyGaHXRkDXXYb2sHRaBiRduH8JFHStUIaaWUUiVPg0LvWgHvGWPcb2MX7PrDGLNMRJYBDwOflHThlBfFORDEn1rAkpp6xltZHn88c99//Q1jplRjPRdyjErUZj8d+JombOEaPqMOB2w+V15py+l5hxallFLllgaF3oViJ6h2OQlU8UjzK3B3iZVIBY6/tYAlMULZR1mSWnVg744wvnziTXbRg4qcpCLJVOY4zdjMDXxMdY5ARAQMHqyji5VSSuWgQaF3u4G6bq+3A+d5pKkPpKHKPl+1gEU52tjfvDzLAux5/GWWBfVg1+yv2U8MQWSQRGVCSOdcttONL2xA2KcPzJpVuHIqpZQqs8QYk3eqckZE5gIxxpiLnNevAwOBO4D52MEmc4H/M8Z0DVQ5/REbG2vWr18f6GKUPUU52rigeSUk8PulA5mTcQN/EkMVjlOZ40SzFQOcyS7a8x3Rssf2H6xQofTcOlApdVoSke+MMbGBLocqHkGBLkAptRg4V0QaOq/HAUewI5CPAouwU9I8GZDSqcDz1revhPNaPnkj92eM5lM68zut2ElthAxasYGBzKQ3i4k+v5adezAjo/DlDISEBBg71j4rpZQqVtp87IUxZho2AHS93iEiFwEPAo2BrcAkY8wvgSifKiG5NekWdrSxe975ycvZ7sd6VzFi0QVspQIZBFODfVTjKHGsoj3r7XQzjzxiJ6J2r4U8naabKS2TkiulVDmhQaFDRIYBXwLfGmMyPNcbY7YAQ0q8YCow8gpICntLPs+8XXlFRWXV5nnmmZDAX5fdzvfpLViLIZmLqUIkBzmDSI7TiwV05isbEL71Vta9i0tiVHRxKA2TkiulVDmiQWGW0cAoIElEVmEDxC+NMb8GtlgqIPydhqYgQYqvaWUg10B0+eSNjEl/iQPUJIVgDEFU5TBVOMSjjOMqviKs9bkwaVLOAPZ0DKZKau5HpZRSgAaF7sYAnYC2wDXA1QAisg97ZxNXkLgtYCVUJac4AxJfefvqWxgfz2dh1/L4mmvZznFCyKA6B2nGRtryPdewhNZsLHuji0tq7kellFKABoWZjDFPA4hIOHAZ0AXoDLQG/gPc7KzfghMgAiuMMQcCUV5VzIozIPGVt2ewGBUFXbqw7mQznuIStlOVk1QmiGTCCaUVvzOA6VkTUu/fb5umy1LwdLrWciql1GlIp6TJg4hUxU5B0xUbJLYAXCctwxgTGpiS+UenpAmggsxj6LZN0tKv+HnUR7xNP1ZzGceJ5AQVqMU+BjKFfnyYFRCCHWWs084opYqRTklTtmlNYR6MMYeBhcBCsTdBvg7b97AVOqWP8qUgI2fdAsLt9Tswe191VtGYPVTnJOFEcpgapPIYY+nNp4RJGjz8CPz4IyxfbqedOXUKZszQoFAppVS+aVCYBxFpia0h7AJcDpyBnaPwH2BlAIumSrP8jpx1CyK3SwwTb1rBV+8f4AjRnEESZ7GVxmzjBhZwHcsJ63m1nXKmQ4esYDIlBYyBqVOhXz8NDJVSSuWLBoUeRKQxWUFgHFATGwTuBZZiA8GVxpg/A1VGVUoU5TyGTlD3V3p9JnMbX72/jSNU5gThVOYEbdjAEN7g7CoHCfssPufo4jvusNPQGANpaTp9i1JKqXzToNAhIu9iA8EzsUHgfmAVWUHgxgAWT5U2BZ3H0FcgGRfHj+kteZ7/8itnk0hNwjlBHf6hE6sZwDSasB2ee8t7sNevH0yfrtO3KKWUKjANCrP0BzKAj4DxxpgfAlscVaoVZB7DXALJ5d9G8Dwj+IszMVQkjBPUYg9X8QV3MtMOKHnkkawJqT2dLtO3FGTwjVJKqRKhQWGWv4AmQG/gahFZg1NLCHxndJi2cleQeQy9BJIpF3ZgwQJ4+v4QDnMuyVTmDA5Sj4NczWf05z0bEN59N4wfn3v+pX36Fr1tnVJKlWoaFDqMMc1EpB62CbkLdiLrq7DTzxwVkdXYAHGFMebnwJVUlQoFqZnzCCST2nbmo9nw3D0b2c0ZBAPBJHMmexnE21zLMqoHHYMKlWzz8OlOb1unlFKlmgaFbowx/wAznQci0oSsSazjgGsBIyKJQDw2QHwjIIVVgZdbzZy3ZlK3QHJPy658/HkkM55fwxFTG0MIGaRQi4M8xliuivyJsBeeg4MHy05Tq962TimlSjUNCnNhjPkL26z8FoCItMIGiHcANwK9AA0KVXZ5NJMmHg9j2rvJLF/4D//QCAGqcJia7GUkI7iOlXBPLv0HT1enS79HpZQqpzQo9IOI1MYGg65HA9eqfORxE/Z2ebFALWA7MB941hhzzEkzDbjNRxabjDEtClB8VVx8DZpwbyZNToYRI+wDSIy7geUp7fiWWsAZBGOowy4aso2hTORifrD3MM6r/+DpqrT3e1RKqXJMg0Iv3G5t5woCz3atcp43knX/Y389hA0EnwB2Am2AEUAnEbnYGJMBjAbe9NiuAfAesCh/R6GKVUKCDQZTUyE0NHv/OFczaXKyvcvI8uWwZg3be97LnJT/8CPnsplmVOYYZ7GdS/ia/sykSfUkWLxWgyallFIBoUGhQ0SuJKv/YGvsLexcQeB2bAC4AvjSGLOnALu41hiz3+31Kqdv4nRsALrCGLMZ2OxRriucP6cXYJ+qKHirEZwxw9YGgn12v7Wcq5l0xIjM28/9fvIsZi2LZhMRhGCIYQtVOEprfqYPH9gRxhoQKqWUCiANCrMsxY40dk1cvRInEHSCtULxCAhd1jnP9XPZtB92SpzfClsGVQC++gfu8fhd4Pm6QwcbFK5Zw7qTzXiGR9mdWJvjRFCFwzRmMx1J4Go+swHhWz4mpVZKKaVKiAaFWZYAy7FB4C8ltM+OzvMGbytF5BLs3In3llB5lCdf06jUqZM9nedrgA4dWPX814x9LJHNSeFUwlCFI7RgE7cxmwv4hYgm9WDGIg0IlVJKBZwGhQ5jzLUluT8RqQ+MApYbY9b7SNYPSMX2KfSVz0DA5zDV6OjowhRT+ZpGpV8/eOedrD6FHvMIpqTA6tXw5LAgdifV4DiRpHOAOpzgRhbSnu8Ju7ITLFtW4oeklFJKeaNBYQCISATwMZAG3O4jTQXs3VUWG2MO+MrLGDMZmOxrfWxsrN6JpTBym0ZFJOvhJiXFbvJan3h2H6lBGAY4RhO2MYzxdOAHws5uogGhUkqpUkWDwhImIhWxI4kbAR2NMTt9JL0eqIoOMAk8b9OoxMfbJmVj7LPTrJySAp98Aq/duoZ9pyCZcEI4Sn0OMIxxdGQdtG0L33xj89F7ASullColNCgsQSISCswD2gJd8+i7eBtwAPi0JMqm8slLs/KePfDBuE28+coJDlEPQajOLlrxJ/fxGhdH/gUvvJU1KbXeC1gppVQpokFhCRGRIGA2dtqbq40xX+eStjZwJTDJGJNaQkUsnwpaU+fRrPx7lQ5MHLidVZ8cYS+1qUQyQWTQhF0M51nOYXP2gBD0XsBKKaVKFQ0KS87rwL+AZ4DjItLebd1Oj2bkPtj3RpuOi1Nha+qcZuW//oJhD8M3n6RxktpkEAqcoj7/8CAv2YAwKMjex9id3gtYKaVUKaJBYcnp7jwPcx7uRmLvbuJyG/CrMeb7EihX+VUENXVJSfDKK7By4S5OEYkg1GAP7VnHA7xqb1sXFAQVKuQM+vRewEoppUoRDQpLiDGmQT7Snl+MRVEuhaypS0qCDz6Aea/9yXGigCDCSSKW7xnLCJqw3U5KffCg76BP7wWslFKqlNCgMBciUguIBaoBwd7SGGNmlGihygr3vnwQmNqy3Grq8uhruH07fPghfPDwGo7TiDBSMUBDNvMEL2QFhAN9TiGplFJKlSoaFHrhjBJ+Ezt5dJCvZNjb4mlQmF/uffmCg+08f2lpgRmB662mLo++htu3w2uvwbevreE4FajMSQyGKPYxlqe4KGQDrNb7GCullDq9aFDo3WjspNKbsSOGd2AnmlaFlZBg7wmcnAwZGfYBdr6/ohqBW9i5/3Lpa7jnk3VMefEY/7c6lCQTzEkqUY9tNGQnQ3jdzkP4ut7HWCml1OlHg0LvbgH+ANoYY04GujBlhqsGzhUQBgVBSEj2msLCjsAtirn/fPQ13PPJOiZd9zGfcgUHqUZFThHDVq7jM25iIdGhB+A1bTJWSil1etKg0Lta2DkCNSAsKp41hEFB0LWrXQZF16ewKOb+89LXMHHpt0y+7wfmcg2HqU4whkj2cwWr6M8cqkdmwNGUwpVdKaWUCiANCr3bDpwR6EKUGd5qCCtUsAGhK2ArqubWopr7z9XXMCGBpDvvY867J/iI20mkFgZDJEe4kO/oyxyqc8ROTK2UUkqdxnwNoijvpgHdRaRKoAtSJrhq79xrCItrQImrlm/06MLvIyGBpE7XMv3do0ziDvZSlxRCqMgpWvEr/+NNoisk6ihjpZRSZYLWFHo3DjgfWC4ijwDfGWOOBrhMpy/P2jv3GsLiUJC5/7wMTkmZOpvZyVfzMvdykJqAoTJHOZ+feZKxnFPzKOw7VdSlV0oppQJCg0LvXPcbFmA5gIh4S2eMMXoO81La79zhbXAKsOLtDbzKMxygOmmEUokkGrOFpxhLazbCx2sDXHCllFKq6GhA490a7ByEqqiU5jt3eBmcsvyPOozkCfZSEwgljBNEs5NRjOIifoE+fUrv8SillFIFoEGhF8aYuECX4bTma57Aws4fWFw8mrcXBV3Ho9NOcoBqJFORSJKoyy7GMczOQ9inD8yaFehSK6WUUkVKg0JVtHzNE+h5F5M77oB+/UpHcOjWvL3qjKt5ckgye6hFGqFU5AQN2M6zPGEDQh1UopRSqozS0ceqaHmbJ9Db8rfeskFiQkIAC+umQwfW1erOM0O2s4/KQAghpFKD/YzkaRsQNmmiAaFSSqkyS2sKARF5GtuH8HVjTKLz2h/GGDO6GIt2+vE1T6Br+alT9pZ2nre1C3DT8vJXfuHp+/fzN404RQQVOElNDvAsT9CVBHvXlYcfLvFyKaWUUiVFjNHxFCKSgQ0KzzbG/OG89ocxxgQXY9EKLTY21qxfv75kd5pbn8IZM2Dq1Kzb2jkjfQt1azr3/YHdB/hunvYo36pVMKT772w5WZ0MQqjIEZryNyMYQ3dW24BQxE64XVzzKyql1GlARL4zxsQGuhyqeGhNodXJed7u8Vr5wzMI9DXS2LW8X7/s6ceOLfit6dz7KoaE2DzS0uy6qVNh5cqcgalbALrng1WMerAqm09GkUYoYaQSQQp9mUMXEuD88+HXXwt32zyllFLqNKBBIWCMWZXba5ULXwNLcuMZNHprcva3Odm9r2JGhm2WdvEWxLmlTzoVwoTHtrHmz2hSqQQEU4ljdOcTbuJTwt56DVq1yrpFnwhEReXv/CillFKnCQ0KVeF4G1iS35o0z8mtwf9A0z2gDAqC1NSsdSEhOe997KRPOhXCy+Zu3vm9DamEE0IqkEpHVjGS56nzyB1Zg0omTIAhQ+wx3n+/DRS1tlAppVQZo6OPVeG4grLg4OwDSzwlJNhmYl+jjTt0gMcft8++RjD72s51r+M777SBIdhavTvvzBm8OekX3TCFt7mLJCoCkAFUJ5F7eZM6HIBXX80q68GDthYyIyPv8iillFKnKa0pVIXjzy3s8tvE7GsEc25lcI1gnj49a7t+/bwmX368A8/OC+MgVYAQwjjGmexjJE/bkcaQvdYzv+VRSimlTkMaFKrCy+sWdvltYi7ovZL92G7dOnjoim/ZRn1SCaICydRjNxN4gO5Vf4HkSjmDv9J+72allFKqCOiUNGVcQKak8VSQwSjF4K+/4N5LvuLLfU3JIAyD4Sy28wKPciOfw9q1NqEGf0op5ZVOSVO2aU2hKn6loKYtMRFGDdnBmn0NSaESQjoRnORGFnAtKyEmJqtcGgwqpZQqhzQoLCAR6QqcY4yZGOiynBbyamIuZm+/DQuWhTgDS4II4xRns4E7mE1YnSjYujVgZVNKKaVKAx19XHB9gJcDXQiVt0WL4MXH/iaJcOzvoBQa8SfP8QTnXNkYdu8OdBGVUkqpgNOaQlWmrVsHT13/NQdpBgiQQRQHGcdTdIzcCMuOBrqISimlVKmgNYWqaOU1H2FxbevF9u3wTOcl/E1dMggB0onkOI/wAtexEo5qQKiUUkq5aE2hKjqFGWVcFCOUJ0+GefPgxhtJ6T+QVztMY1VSR045A0siSeJaFjGAD+Ctt/J/fEoppVQZpjWFqujk504kRbkt2IBw0CD4/HMYNIj3ag5iyj+dOUw10qhIZY7RhS8ZwXNUryrwww9FViOplFJKlQUaFKqi4+8t74p6W7A1hI5VXMTzR2/nBBGEkU4IaTRkG08zniZsh8OH4c03oWNHDQyVUkophzYfO0TE+z3RfGtSLAU5nRVmPsLCzmV4443w+efM4woe41l2UJcUggkjnaoc4QnG0rrmQTgg4JqwPTUVnnsOFizI376UUkqpMkjvaOIQkQwgPydDAGOMCS6mIhWJIrujSUJCqb/Tx/L7FtB/Ygt2UQ/X1DPR7GAUI7jt7I3wzjtw2WW2idolOBjWrCm1x6SUUqWJ3tGkbNOawiwzyF9QWH4UdhBICQSUiYkw5Y1kDlMV2ysinTDSuJEF/KfSCvj9sE04aRLcfXdWbaExed+LWSmllCoHNCh0GGP6B7oMpZa3QSAlOarYD1/c9g4bUl0t+oYQ0mnB7/RjAWEnDmclHDjQPv/3v5CRARUq5L//olJKKVUGaVCo8uYaBOIK7PITRBUmoPTTtGkwfPFFHKIKYSRTk31czmoe4G1am59zbjBwILRqVeqbw5VSSqmSpEGhylthBoEUJqD0w7RpMPj2fzhJAwCqcIj2fMt4RlHnrWd8bxjgezErpZRSpY0GhYCIPAi8bow5VcDtLwBqG2M+K9qSlSIFDaIKO6o4Fz/+CI/dvomTnIUz7gcIohcfU+fKC7KaipVSSimVJ52n0HoW2Cwij4pIfX82EKubiCwA1gHnF2sJT2cdOsDjjxdpQJiSAuN7LGMvtbEBIUAGrfmOruE/wbJlRbYvpZRSqjzQmkKrFfASMBYYIyJrga+A9cBu4BBQEYgCWgDtgS5AHeAgMATQ+6aVoMmTYf7uC4AwZ0kGNdnNSJ6l+vEdgSyaUkopdVrSoBAwxvwBXCMiFwP/BW4ELsP7FDWuaqlNwHhgqjHmWIkUVAGwbh2M/9+vpBDtLEmjCgeYyH10vLJa9sSnwfyKSimlVGmgQaEbY8xaYK2I3A1cDlwKRGNrCE8C+4CfgXhjzG/5yVtEbgL+A8QCtYDtwHzgWc+gUkTaAyOwNZKhwN/AM8aY9wt8cGXE9u3w1CVL2c1FQDCQQRgnGcFIbo78CpYdzUpcQtPhKKWUUmWBBoVeOEHaEudRVB7CBoJPADuBNtjAr5OIXGyMyQAQkauBBcAc4BYgBTgH23xdriUmwv2XJ7AstS32dGQQxilu4x0GMweOpmTfoLinw9FaSKWUUmWIBoUl51pjzH6316tEJBGYDsQBK0QkEpgKTDLG3O+WdnmJlbK4FEEANXYsLNzWgqx+hKk0YwOP8CZhfXrn3KA4p8PRWkillFJljAaFJcQjIHRZ5zy7Rjz/C6gJvFgihSopRRBAvfACvPBCIraGUIB0IkhiGGNpUicFZs3KuVExTodTEpNyK6WUUiVJg0IvRORdP5JlAEeBDcBiY8zuAuyqo/O8wXm+FEgEWonIp8DZ2NHPU4Axxpj0Auwj8AoZQK1dC6Mf3glUxzUfYQgnGMvj3FznB9idy6kvrkmqi3lSbqWUUqqkaVDoXX+yRh6Ll/XGY3mqiDxpjHne3x048yGOApYbY9Y7i+sB4dj+hKOB74CuwFNAVeAB/w+hFMlvAOXW1JxyYQeev+RtjvIfsk55GgN4myERH8PuAA38Ls5aSKWUUioAxBhvs66UbyLSENuEeykwATtn4V6gNnaqmvuANcA4oDU2aKsP3GCM+diP/COAeGwQ2NYYs9NZ/jlwBfCgMeYlt/RvAHcCNY0xRzzyGgj4vHVHdHT0hdu2bfPjqIuZv30KExKgU6fMAPL15N48xFhOUQ1XLWEDNrGKq4leO0+DMaWUKkEi8p0xJjbQ5VDFQ2sKveuJDf5aG2N2uS3fBKwWkRnAD8AaY8wEEVmKbQIeAuQaFIpIRWAR0Ajo6AoIHQed5y88NvscuBs4F1jrvsIYMxmY7Gt/sbGxpSPq97cZd8YMSE4G4LPktjzOM5yiirMynXAOMZZhRL81QgNCpZRSqgjpbe68Gwh85BEQZjLG7AA+ctK5Xi8GLsgtUxEJBeYBbYEexphfPJK45j70DOSy7uNWTiQRzjCe5BhR2PkIIYwTjGQkNz/SSu9rrJRSShUxDQq9awAcySPNYaCh2+utQISvxCISBMzG3h7vemPM116SLXSer/JY3g04BfyaR5lOf/36QVgYYxnED7THPR7uyCrubv4DjB8fyBIqpZRSZZI2H3t3ANu37/Fc0lxJVnMv2IEguQWSr2OnnHkGOO7ctcRlpzFmpzHmVxGZBoxygsjvsQNNBgCjjTFJ+T2Q006HDvyY0pg3uZusy9NQkUMMqzGLiI3fBbJ0SimlVJmlNYXezQMuEJFZIhLtvkJEokVkNnaAyVy3VRcCf+aSZ3fneRiQ4PEY4JZuEPAS8D/gU+AGYKgxZkRBD+Z0knL2+bzObSRS021pOncxg4773bprTp4M3brZZ6WUUkoVmtYUevc0dqDJLcC/RWQXWaOP62M7uf3opENE6gKpwExfGRpjGvizY2NMCvCk8yhfEhJ4Y2NrPuQ/2EszA0gnlrWMODgsK93kyTBokP3788/ts/YxVEoppQpFawq9MMYcBS4GhgPbgGjgIud5G/aexRc76TDG7DbGXGyMeTMwJS4b3r/4GZ5gHEepjo270ziTXbzQegnVq7slnDcv+4aer5VSSimVbxoU+mCMSTbGjDbGNAGqAGcBVYwxTYwxo4wxpwJcxDIl8aa7GM9QThCBvSyFCI4znPF0/OG17IlvvDH310oppZTKN20+9oMx5hgQoFtnlA/vzoMfOQ97SRoglU58zs3HpudM7GoqnjfPBoTadKyUUkoVmgaFuRCRcOxAjzZkjS7+HlhgjDkewKKVKX9JE15lLvYOf3aKxjrsYlSLpURE3O59o4EDAx8M+nuXFqWUUuo0oEGhDyLSA5gOVCf7fY4N8LKI3G6MWRyQwpUljz7KW/yb7cSQdZpPMpC3ab3hg0CWLHcJCdClS9b9nL/8UgNDpZRSpzXtU+iFiFwAzMfWDs4G7sBOKXOH87oqMFdELgxQEcuMtc99wSz6AKHYeDuNJmzizm0v5bFlgMXH24AwPd0+x8cHukRKKaVUoWhNoXfDsBHKZV7uPDJNRF4H4oEnAB3lUECJN93F0zzBHupgawkNlTnM6AbvEx1dymvd4uJsDaGrpjAuLtAlUkoppQpFg0LvLsPe+9jbregwxnwjInOxt59TBTRmXm2+pAtQAYAQjjOYN7h5yytZiUprv70OHWyTcWksm1JKKVUAGhR6VwXYkUea7cAZJVCW05+XwO799+EV7sMGhAKk05CtDBzZMvt2pbnfXocOpas8SimlVCFoUOjdP0DbPNLEArtLoCynNy+BXVKrDoz8zxoyuCAzWRAp3MurNLninqxtvfXb0yBMKaWUKhY60MS7T4HOIvKYiAS7rxCRIBF5EOjqpFO58RLYjRkDG2mDa5JqSKczX9CfebY28Z57bDDp6rcXHKz99pRSSqliJsaYQJeh1BGROsB3QB1sM/EabK1gHeBSoAGwB4g1xpTq2sLY2Fizfv36wBXAo6Zw+6zVXHjjGRzgTFyDSyLYxxq605qNWduFhMDrr0OrVtpvTymlSgkR+c4YExvocqjioc3HXhhj9ojIJcBbwBVAjEeSL4C7S3tAWCp4DMh48f1YDnAwW5J/82H2gBAgLQ2GDIFVq+Dxx0uuvEoppVQ5pUGhD8aYrUA3EamPvaNJFewdTX4wxuwKZNlOO86AjHnz4K2Je4FIbC1hBtH8wdNMABEICgJjICPDbpeerv0IlVJKqRKiQWEenABQg8BCSkqCl25aQjKX4Wo2DuUEj/MC0ex23d0OrrsOliyxAWGFCtqPUCmllCohOtBEFb+wMN6KvJO1tCPrd0g6nVhBb5ZApUpZg0keecQ2GY8ZU/qmoFFKKaXKMK0pBETk3QJuaowxdxZpYcoaEf4immd5GAjHVUtYj628zDCqVw+GxV4mgdZgUCmllCpRGhRa/Qu4nQE0KPSmQQPYtg2Ax3iURM7CBoQAhi7Ecw6b4WQlu0gHkyillFIBpUGh1TDQBShTRDL/fJ/uzONm3APCYI5yJzPtS52UWimllCoVNCgEjDHbAl2GMiEqChITsy16mkeAimQFhek8WH8RHRN/hRSdlFoppZQqLTQoVEXDrXbQ5Qnu50/c5zg1NGgQyVO/DIJfztNJqZVSSqlSRINCVTiPPgrPPZdj8e805mUeJOtWdrbv4PDhEBFB5tyFLikpWbdHDgsrkZIrpZRSyo0Gharg6taFPXu8rnqShzhFddwDwrg46N8/Z9qUFDsmxRhb4RgTo4GhUkopVdI0KFQF46W52GUtbVhAL+wUNFZoqL2VsTcpKZCcbOeqTk7OqjFUSimlVMnRoFDlXy4BIcBwHgJqO69OAob+3bZzzjktfG6ze7e9u11QkJ3NRimllFIlS+9oovInj4BwQtD/WM4tzisbEFZnO08uvRoSEnxuV7cuNGpkn5VSSilV8jQoVP7LIyD88QfDUDPRbYkBUniGkUSbbXa0sRdhYbbp2Bj7rE3HSimlVMnT5mPlnzwCQozhjgtsYOfuUlZyd/BHuc5HGBZmB5fo6GOllFIqcDQoVHnzIyCcMAF++MFzRTjDJzSBE6PznI9Qg0GllFIqsDQoVIVjDCQk8MLjtYE6uI84vuIK6HpfK6BVoEqnlFJKKT9pn0JVcE5AOObi99h1qoaz8GTmai9zWiullFKqlNKgUOXtrbeyvw4Nzew8+OOcH3mKx7CVzoIdXGLvXNK6dUkWUimllFKFoc3HKm8DB9rnefPgxhuzXgP/+fhKoCo2ILQ6dYIRI0qygEoppZQqLA0KlX8GDswWDAJMmAAbdzQGTjhLDBDOSy95bJuQYKejyWOwiVJKKaUCR4NCVSCJifDUU65XWYNLrr7ao9k4IQG6dMmab+bLLzUwVEoppUoh7VOoCuS++yApKefyKVM8FsTH24AwPd0++5jAWimllFKBpUGhyrf334dZs3Iuf/JJqFPHY2FcnK0hDA7OdQJrpZRSSgWWNh+rfElKgsGDcy4/7zwYPdrLBh062CZj7VOolFJKlWoaFKp86d0bDh3KufyNN3LZqEMHDQaVUkqpUk6bj5XfXvjv73z22QmyRhtbt98OF18cmDIppZRSqmhoUKj8sn3+ep6cdIbzSnDduaRePXj33YAVSymllFJFRIPCEiIiN4nIPBHZJiInRWSTiIwVkUi3NA1ExPh4VA1g8bnxjnSSqU7WJNX2ziW5NhsrpZRS6rShfQpLzkPAduAJYCfQBhgBdBKRi40xGW5pxwKLPLY/VhKF9GbcOFh/pJXbEhsQDhgA112HTk6tlFJKlQEaFJaca40x+91erxKRRGA6EAescFv3tzHm65IsXG7mzXP9lXUru5iaB3n77XCdnFoppZQqI7T5uIR4BIQu65zn+iVZlvyqXRuy7lpiAMOLb5xlX+rk1EoppVSZoEFhYHV0njd4LB8rImkickREFolIK88NS9LDD0O1agCVgHCGD6/MjTc6K3VyaqWUUqpM0ObjABGR+sAoYLkxZr2zOBl4C/gc2A+0wPZBXCsibY0xnsFjiejYERYsgJ9/tpNUd+zotlInp1ZKKaXKBDHGBLoM5Y6IRADxQD2grTFmZy5pzwJ+AxYZY271sn4gMNDX9tHR0Rdu27at0GVWSimlROQ7Y0xsoMuhiofWFJYwEamIHVncCOiYW0AIYIzZISJfARf5WD8ZmOxr+9jY2OKP+nX0sVJKKXXa06CwBIlIKDAPaAt0Ncb84u+muOaBKW109LFSSilVJuhAkxIiIkHAbKALcL2/U86ISDRwCfBNMRav4HT0sVJKKVUmaE1hyXkd+BfwDHBcRNq7rdtpjNkpIi9iA/UE7ECT5sDjQAbwbAmX1z+u0ceumkIdfayUUkqdljQoLDndnedhzsPdSOzdTX4D7gH6A5HAAeyk1iONMZtKpJT5paOPlVJKqTJBRx+XcbGxsWb9+vV5J/SHDihRSqlyTUcfl21aU6j8421ACWiQqJRSSpURGhQq/3gOKJkxA6ZP11HHSimlVBmho4+VfzxvZwc66lgppZQqQ7SmUPnHc0AJZK8p1FHHSiml1GlNg0Llvw4dsjcR66hjpZRSqszQoFAVnGeQqJRSSqnTlvYp/P/27jxOrqrO+/jn21lADIoElX13w2EkEJZGlmZAAzgsKsigQ9iRTR4UZgAFjWx5cJABeXCGHZEg+BhZZFFZkrxYmiVsso8gIQQMS9hkSULSv/nj3GvfVKq7q6u7a+vv+/WqV3Xfe+6959Sp7vrV2a6ZmZmZOSg0MzMzMweF1h+dnTB5cno2MzOzluIxhVaZcotXezyhmZlZy3BLoVWmdPFqr0toZmbWUhwUWmVKF6/2uoRmZmYtxd3HVpnSxavddWxmZtZSHBRa5bwuoZmZWcty97GZmZmZOSg0MzMzMweFZmZmZoaDQmskXhzbzMysbjzRxBqDF8c2MzOrK7cUWmPw4thmZmZ15aDQGoMXxzYzM6srdx9bY/Di2GZmZnXloNAahxfHNjMzqxt3H5uZmZmZg0IzMzMzc1BoZmZmZjgoNDMzMzMcFFojqfcdTep9fTMzszry7GNrDPW+o0m9r29mZlZnbim0xlDvO5rU+/pmZmZ15qDQGkPxjiYjR8Ls2bXtxvUdVczMbJhzUGiNIb+jycEHQwRceGHqzq1VYJhf/5RT3HVsZmbDkscUWuNob0/dtosXL9mNW6sAzXdUMTOzYcwthdZY3I1rZmZWF24ptMaz777peeJEt9yZmZnViINCaxyly8JMnFjvHJmZmQ0b7j62xuFlYczMzOrGQaE1jo6OtByNlJ49ntDMzKxmHBRaY4lY8rlavmWdmZlZv3hMoTWOfDmaiPRc7XI0vmWdmZlZv7ml0BpHvhxNW1vqQh47trrzeGyimZlZvzkorBFJe0iaKul5Se9LelrSZEnL93LM+ZJC0hW1zGvdtLfD2WenNQq7uuDoo6vr/vVah2ZmZv3m7uPaORaYDXwfmAOMAyYB20naMiK6ioklbQl8C3i7xvmsr3nzUkDY1VX9HU3yW9ZNn54CQncdm5mZ9clBYe3sEhGvFn6fIel14BdAB3B7vkPSKOAC4DTg27XMZN3lrXz5eMBqW/l8yzozM7N+cVBYIyUBYe7+7Hm1ku3/BowAfspwCwrdymdmZlYXDgrra9vs+cl8g6T1gBOBr0TEQkl1yVhd5YHg9Onw6KOpS9kBopmZ2ZByUFgnklYDTgZujYiZhV3/Dfw2IqbVJ2cNIF9SZsGCNLawrQ2WWcZLy5iZmQ0hB4V1IGkMcB2wCNi/sP1fgU2Bz/bjXIcAh/S0f80116w+o/UyfXp3QAgDm3RiZmZmFXFQWGOSlgWuB9YFto2IOdn2McBZwBnAfEkrZIe0AaOy39+NiA+K54uIC0iTUsoaP378AG8NUgdjx3YHhLkRI7y0jJmZ2RDyOoU1lM0qngpsBuwcEY8Wdq8EfBw4HXij8FgD+Eb281dqmuF6mTcvLV5ddMABbiU0MzMbQm4prBFJbcAUYHvSJJJ7SpLMBbYrc+hVwKOk5WkeG9JMNoqODhg1KnUZQ/p54sS6ZsnMzKzVOSisnfOAPUnB3buStijsm5N1I08vPUjSfODliFhqX8tqb4dzz4XDDkvdyNF8PeBmZmbNxt3HtbNT9vwDoLPkcVC9MtWwHnqoe1zhokVw+eX1zY+ZmVmLc0thjUTE2rU8zszMzKw/3FJojWnixLQ2oZTGFEJav9DMzMyGhINCa0zt7TBtGnz72ykwvPDCtKC1A0MzM7Mh4aDQGld7O6y5JixenB7z53tsoZmZ2RBxUGiNraMjLVwNaRbypZf23lrY2QmTJ7tF0czMrJ8cFFpja29PC1fni1kvWpRud1dOfs/kk05yV7OZmVk/OSi0xjdxIiy7LLS1peBw7Njy6aZPTwteL17cfa9kMzMzq4iDQmt87e1w9tkpIFy8GI46qnwrYEcHjB6duptHjy5/r2R3L5uZmZXldQqtOTz0UAoIARYsgN13h1NOgUMO6U7T3g633ZZaCDs6lr5Xct69vHBhChpvu833UzYzM8s4KLTmMHfukr+/8kpargaWDgx7CvTKdS87KDQzMwPcfWzNYuWVy28/55zKz1FJ97KZmdkw5aDQmsPEid13Nil66qnKxwfm3cunnFK+69jjDc3MbBhz97E1h/Z2mDEDfvITuPbaJff1pxu4XPdyZ2daFPvSS9OSNx5vaGZmw5BbCq15tLfDNdfA+eenVsO2tnR/5GI3cGcnfPWrsPnmcMEFfZ8zn3xy/vlpAouXszEzs2HKLYXWfPKJJRdfDKuuCo8+moK4N9+EM8+Erq60/7774Nln4Ywzej5XPvkkIv0uebyhmZkNSw4Krfl0dqa1ChcsSL+XdicXnXlmWr6mp67gfPLJwoVpAsoBB6Txi+46NjOzYcZBoTWfvHWvEl1dabxgT0FeX2sbmpmZDRMOCq35dHSk8YT5YtalpO7uYEgTSHpr/ettbUMzM7NhwhNNrPm0t8PPf566e4tGjoRDD4W77krPuQ8+6J44UrrszAUXwIQJlU1KMTMza2FuKbTmdMghsOGGKdgbOxbmzVuy+7c4zrCrC849N7UY/vnPadvIkbDXXjBlSvr9j39cclJKZ2dtu5Tz65Uri5mZWQ0oit1s1nLGjx8fM2fOrHc2am/ChBTo9UdbG9x5Z/q5lvdIzpfFWbAgBbD5UjteK9HMGoykByJifL3zYUPDLYXWmjbaqP9BYVcXTJoE66675D2SL7+8slbDYusiVN7SmE+cyZfS6eryvZnNzKzmHBRaa1phheqOu/XWtDB2Pl5xxIjK7nSSt/YtXJi6piNSUFlJS2O+LE6xpdBrJZqZWY05KLTW1NGRumDztQwlWG01mDOnO82oUXDggTBuHEydmgLCrq4UAB58MKy5JsyeDRdemAK8BQvg6KPTgtkrr7zkjOa8tW/x4u4Wv4jKWvyKy+KMHQsPPTToL4eZmVlfPKawxQ3bMYXQfU9j6A7gym3L0xbHEW69NcycCePHwx13dLfiFS2zDEyb1n3eYkthHly2tcExx6SWy0q6kkvPs//+PS+nU+vJMGY27HlMYWtzUNjihnVQWInOTjj8cHjiifT7iiumLuMXX+xO8+Uvp+dbblly/UMJTjsNTjih+1x5a98RR6SgMJdPHjn77CVnF5cGdpMnw0knLbkG48iRcN553bOt827lWk6GMTPDQWGrc/exNa6hbgnr7ISttlqyBXDu3KXTzZwJN9wAM2Z0d0fD0uP+8kWwJ09eemHtrq507BFHpMBy9OgUIH7nO2kdxVGj0rI5s2cvvTD3okUpcB0xonuc4r77LjkZxpNSzMxsgBwUWmMq7c4dipaw6dOX7hIuZ6ed0rWnTUtdz3PnpjGF48Z1L4pdzFtHRwryirfia2vrDury2cUXX9ydZuHCFPj1pKsrPfJxitB9z2ZPSjEzs0HgoNAaU3HixlC1hOW3yysXGLa1wZgxsMsucMUVaVvxdni9Ba3t7Sm/+djFceNSl/HYsWmiSn7Mqqsuec086GtrS0HlokVL/l6c0TxxYnp4TKGZmQ0SB4XWmPJlWoayJay9PS1WnY8pHDECPvMZ2GKL3u+VDH0HrT3dT7l0XODNN3dPKpG6g7587GHxDif5dYtBoINBMzMbJJ5o0uKaeqJJI8+uHazu7WoXvDYzqwNPNGltDgpbXFMHhY2ukYNWM7Mh4KCwtbn72KxaPXURm5mZNaG2emfAzMzMzOrPQaGZmZmZOSg0MzMzMweFZmZmZoaDQjMzMzPDQaGZmZmZ4aDQzMzMzHBQaGZmZmY4KDQzMzMzHBTWjKQ9JE2V9Lyk9yU9LWmypOULaTaR9HtJL0qaL2mupJsk+bYZZmZmNqQcFNbOscBi4PvAjsB/AYcBt0jK62EF4BngGGAC8J1s2wxJm9U4v2ZmZjaM+N7HtbNLRLxa+H2GpNeBXwAdwO0RcRtwW/EgSb8HXgP2Ae6rUV7NzMxsmHFLYY2UBIS5+7Pn1Xo59F1gAfDBoGfKzMzMLOOWwvraNnt+srgx604eAawCHJ9tvqiG+TIzM7NhxkFhnUhaDTgZuDUiZpbs/jXw9eznV4CdI+KJWubPzMzMhhdFRL3zMOxIGgNMB1YFNouIOSX71wXGAmsARwCbADuUCR6RdAhwSC+X+wzw9ODkvF9WIo2FbHUuZ2txOVuLyzn41oqIj9foWlZjDgprTNKywE3ARsC2EfFoH+lHA48Bf4mIHYc+h4ND0syIGF/vfAw1l7O1uJytxeU06x9PNKkhSaOAqcBmpC7hXgNCgIhYCPwJWH+Is2dmZmbDmIPCGskmj0wBtgd2i4h7KjxuOWA88OwQZs/MzMyGOU80qZ3zgD2B04B3JW1R2DcnIuZIOh94HZhJGh+yFnAkaRbyPjXOr5mZmQ0jDgprZ6fs+QfZo+jHwCTgXuAg0sSRDwMvZtsOrKSr2czMzKxaDgprJCLWriDNJcAlQ58bMzMzsyV5TKGZmZmZOSi0IXNBvTNQIy5na3E5W4vLadYPXqfQzMzMzNxSaGZmZmYOCs3MzMwMB4XWT5LWkPQbSW9JelvSbyWtWeGx0cNjoyHOdr9IWl3SuZI6Jb2X5XHtCo9dVtJ/SPqrpPezc2wzxFmuygDL2Sx1uYekqZKez+rjaUmTJS1fwbHNVJcDKWdT1CWApAmSbpc0V9ICSXMk/VrSBhUc20z1OZByNk19WuPxmEKrWHZ3lUeABcCJQACnAssB/xgR7/ZxfACXAeeX7PpTRLw36BmukqQO4GrgAWAE8GVgnYiYVcGxU4CvAP8G/AU4grRGZXtEPDwkGa7SAMvZLHV5DzAbuA6YA4wjrQn6FLBlRHT1cmwz1eVAytkUdQkgaW9gY9L6ra8CawLHA2sAG0bE870c20z1OZByNk19WgOKCD/8qOgB/B9gMbB+Yds6wCLgexUcH8Cp9S5HBflsK/x8UJbvtSs47gtZ2v0L20YCTwPX17tcg1XOJqvLj5fZNjHL/z+1UF1WVc5mqste8v+ZrAzHtEp9VlvOVqhPP+r7cPex9ceuwD0R8Uy+ISKeA+4CdqtbrgZZ9NKq0oddgQ9IrW/5uRYBVwETJC0zCNkbNAMoZ9OIiFfLbL4/e16tl0ObrS6rLWcrmJc9f9BLmqaqzx5UUk6zAXFQaP3xeeCxMtsfB/oc65I5LBsj8142Zmbrwcte3X0eeC6W7qJ5HBgNrF/7LA2pZq3LbbPnJ3tJ0wp1WUk5c01Vl5JGSBot6VOkbtK5pACvJ01Zn1WUM9dU9WmNw0Gh9ceKwBtltr8OfKyC468ADgd2IN3feSxweza2rRX09vrk+1tFU9alpNWAk4FbI2JmL0mbui77UU5ozrq8lzS2+X+AfyR1kb/SS/pmrc/+lhOasz6tQfjex9Zf5WYmqaIDI/Yp/HqHpOtILY+nAlsNQt7qTQzg9WkmzViXksaQJmIsAvbvKzlNWpf9LGdT1iWwD/ARYF3gWOAWSVtFz5OkmrU++1vOZq1PaxBuKbT+eIPy36g/Rvlv4b2KiL8BNwKbDjBfjeJ1en598v0tqdHrUtKywPWkD9cJETGnj0Oasi6rKOdSGr0uASLiyYi4NyJ+BWwPjCHNzu1JU9ZnFeUsd46Gr09rHA4KrT8eJ43NKbUB8ESV5+zpG3wzehxYJ1u6p2gDYCHwzNKHtJSGrEtJo4CpwGbAzhHxaAWHNV1dVlnOHk9HA9ZlORHxJqk+ehsX2HT1WarCcvakaerT6stBofXH9cAWktbNN2SLHX8x29cvkj5CWjfs3sHKYJ1dD4wC9sw3SBoJ7AX8MSIW1CtjQ61R61JSGzCF1MqyW0TcU+GhTVWXAyhnuXM1ZF32RNIngc8Cz/aSrKnqs5wKy1nuuKaqT6svjym0/rgQOBK4TlK+ePUpwAsUFkqVtBbpH9fJEXFytu1Y0jpb04CXgLVIY2RWBr5VwzJURNIe2Y+bZM87SXoVeDUiZpQrY0Q8LOlq4Oys1eY54DDSWo4NV0aorpxNVpfnkQKB04B3JW1R2DcnIua0SF1WVc4mq0skXQM8CPwJeBv4NPBd0vjJn2Zpmr4+qy1ns9WnNaB6L5ToR3M9SCvrTyX9o/obcC0lCx4Da5MCxkmFbbuQ1jN8jbTO1jzSt/fN6l2mHsoZPTym91TGbPuHgLNIS0fMJ30776h3eQaznM1Ul8CsXso4qVXqstpyNlNdZvk9jnQHnjeB90iLT59f/B/UIvVZVTmbrT79aLyHb3NnZmZmZh5TaGZmZmYOCs3MzMwMB4VmZmZmhoNCMzMzM8NBoZmZmZnhoNDMzMzMcFBoZsOIpA5JIWlSvfNSjSzv0+udDzNrTQ4KraVI+qykcyU9JuktSQslvSTpRkkHSlq23nkcapL2y4KH/ao4NrJHl6T1ekk3rZC239cxM7PG46DQWoakH5JufH8k6W4rvwDOBG4m3TP0IuDOumWweSwCBBxYbqekTwHbZumazX3A54D/V++MmJk1Gt/72FqCpO8DPybdh3nPiFjq5u+S/hk4ptZ5a0IvA38F9pf0w4goDf4OIgWNNwC71zhvAxIR7wFP1TsfZmaNyC2F1vQkrQ1MIt3rc+dyASFARNwA7Fg4rtfxZZJmSZpVsu3vXbOSdpQ0Peumjkr2Z2lGSjpc0j2S3pb0nqSHJB0pqa3kemtn57ss+/kqSa9Jmi9pZhboFtNPBy7Nfr200MUb2etUqQuBlYHS848C9gXuJrXKlnvdNpF0jqRHJL2e5fXPkn4q6WNl0o+WdJSkByW9kb0esyRdJ2mHkrRbS/qdpDmSFkiam72OP6qkUD3VeVZPkdXN97P8LpD0gqQzJI2u5PzZuT4p6UxJT0t6V9Kb2c+XSVq3JG2bpEMl3S/pnSz9/ZIOK30v9HK9VSX9UNJd2euRD5m4UtLnyqQvvqc+LelqSa9kQwY6+rhW8f39JUl3ZPl+VdKlklbI0o2TdENWn+9Iur7c+69R3iuSlpN0gqSHszp4R1KnpL3LpJWkfSXdnZV7fvY++YOkvXp7/cwanVsKrRXsD4wCroqIx3pLGBELBumae5ACzJuB/ybdnL7P/UpB1e+ACaSb3F8JzAe2A84FNgf2KXO9tUhdn38BfgmsCOwFXCdph4iYlqW7DHgT2A24Dni4cI43+1G+XwFnkVoFry1s3xX4JHA8sH4Pxx4MfBWYAdwKjAA2Br4H7CRp84j4WyH9ZcDewGPA5cD7wKrAVqTX8FYASTsCNwJvA9cDL5Jeh88Bh5NaigfqSmBrUr29DewM/DvwCdL7rFeSlgPuAtYDbiHVtUj1txvwG1Id5n4JfJPUwn0REKTX7uek8n+rgjxvQ6qPacBU4B3gU6T34K6SvhgRj5Q5bj3gXuB/gCnAh7IyV2JX0heGG0jv7y2B/YB1JB0P3AbcAVwMbAjsAqwnacOI6Cqcp+7vlSyQvR0YBzwIXEJqMJkAXCnp8xFxYiEPpwEnAM8BvwbeAlYBNgX2BK6u8DU0azwR4YcfTf0gfQAFcFA/j+vIjpvUw/5ZwKySbftlx3QBO5Y5pq/9k7L95wIjCttHkD5AA9itsH3tbFsAPyo514Rs+0095GG/Kl7LAOZkP19EGje4emH/70kfgssBp5a7DikAGlHm3Adm6Y8rbPto9lrN7OGYsYWfp2bHf6FMupUGUufA9Gz7A8CKhe0fBp4BFgMrV3D+XbLz/GeZfaOB5Qu/752lfRAYU3LNmdm+b5apn+kl2z5RPG9h+xdIAeLNJduL76nT+/n+yN9bi4BtC9vbSEFwAK8D3yo5bqn3dqO8V0iBZgD/XrJ92ez93gVsVNg+D5gDLFft+9APPxr14e5jawWrZM9zanjN6yLi9/3Zn3UHHgnMBb4bEYvzfdnPx5A+nMq1Dj1PCsIoHPMHYDawWVUl6NuFpGD1AABJawFfAqZEGptXVkQ8XyxbwSWklpsJxeSklrQFpA/f0nPNK3Oe98uke63nYvTLcRHxeuG875Ja0dqA8f04T7k8LowlW70OyJ6Pj4h3Sq55XPbrQX1dKCJeKTlvvv0RUgvYdlkLdamXqb519VcRMaNwrS5SqyfAYxExpST95dnzRiV5rOt7RdJY4F+BmRHxk5J080n1IFJrbtEHpC8KPZ7brBm5+9hagbLn6DXV4Lqviv2fBsYCfwZOlFQmCe+TurhKPdzDh+cLQHsfealKRNwr6VHgAEmnkgKUNlKw2KMsAPk28C/ABqQWnuIX0NUK13hb0u9ILWwPS5pK6na8t0zgOQX4GnCvpKtJ3aV3RcRgfhmYWWbbC9nzUmPcyphB6qo8XtLGwE2k7uRy9bcxKbiZ3sN5FpO6NPsk6SvAoaTAdSWW/t++EmnyUNEjUf1winKv00vZ8wNl9r2YPa9e3NgA75VNSV98ehpbnAfTxb/JKcB3gMcl/X9SXXVGxFtljjdrKg4KrRW8RFpyZvW+Eg6iuVXsH5s9fwrobWLEmDLb3uwh7SKGdsLYhcDPSOO19gceiIiH+jjmatI4sb+QxjXOJbXuABwNLFOSfi9Si8w36W65mi/pN8CxEfEyQET8Vt0zyA8gBRNIegA4ISJuqbKMfxcRb5bZnM++HlHB8W9L2oJUjl3pbul6TdLPgVMj4oNs20eB1yNiYZnzLJL0GqlruFeSjgLOAd4gdeHOBt4jfUnandSNXPqaQ9/v4d6UC4AWVbCvtMWy3u+V/G9y0+zRk+Lf5HeBZ7PzHp89Fkm6CTgmIp7p5TxmDc1BobWCO4F/ArYnjV2qVN4F1dPfwUcp/wEHfbdKltufn+uaiPhaH8c3il8CZwDnk1ptTu4tsaTxpA/5W0kzwT8o7GsjTdpYQkS8TxprOUnSGqSJE/uRuvXWJk38yNPeCNwo6cOkSTn/DBwG3CBpXEQ8UWU5B03WGnWgUlPwBqT35hHAD0kB/ElZ0reAFSWNKr5OkGaok1r3ep34kaX7MSmY2jgi/lqyv7dW5Fq2rC+lQd4r+d/kf0bE9yrJd9biew5wjqRPkCa5/Atpksnns4kpgzWhzaymPKbQWsGlpDE+X5e0QW8JJRVbHt7Intcok259YIXBymDmKVKL3xY9jPEaLHk3ZZ8tW33JWs5+Q2qFfZc0K7k3+Yzk60sDHdLYxw/1cb0XsvFoE0jd7Ftl475K070bEbdnH+SnkyZx7NRH3moqkscj4lzSWExYcl3Hh0j/g7cpc/g2pPp7sI/LrER6n95dJiAcQ+qiblSN8F65j/TlcOvS4yqRjef8bUR8gzR+cz3gH6o5l1kjcFBoTS8iZpFaD0aTWgbKTgjIlqm4ubDpKVJLzG7ZN/483YdIXaaDnc9FpFnHqwA/y65TmsdV+gpsK5APuF9zgOfJnUhq0ZlQbkJDiVnZc0dxY/b6nleaWNLHJW1e5jwfBpYndTsuzNJuX+41Iy2RA6nLtK4k/YPKrwdZLo+XZM+Ts6Vs8nMsB/zf7Ne+Wr5fyc65SRYE5ucYRWrNWqny3NfcrOy5o7ixlu+ViHiFNEZwvKSTspbX0uuuJ2md7OdlsnOrJM0o0pI3fz+3WTNy97G1hIg4PfuH/iPgfkl3kwbDv0P6INiGNJZvZuGYDySdQ+rOe0jSNaS/iS+Rxim+xOA7hTTG61BgF0m3kwbhfyLL3xeBHwAD6QbtJH0wHS1pRdIsU4BzqxkMHxGzSePUKnE/aWLF17I6uJP0+u9EWpex9DVdDbhH0pOkVrEXgI+QuvpWBn5WCER/CqyttED3LFIAsAmpe/Z54Kr+lm0I7ACclZX9KVLQtjppjcIu4D/yhBFxpaTdgG+QJi1cS/c4wHWAX5eZxbuEiOiS9DPSuLZHJV1H+nK0HSlImZb93Iga5b1yJOlv72RgH0l3kv5mViVNMNmUtHzQc6TWy1uBWZLuzc61LOl/xudIrZ5PDvB1MasbB4XWMiLi5Gw24OGkD8L9Sf+w55EWcT4DuKLksB+RAqiDgUNIY7OuIrU8Dvr4tCwQ3Z00Bmo/0gfaGOBV0ofOSaSWi4Fc4w1JXyeVbX9SSwqksg/pDMmIWCxpV9LyOTsDR5GC3ouybaWv6awsnx2kOluJtM7d06RAp/jhfTqpxXI8KfjqIgWrpwNnR8Qb1N8fgLNJX0J2IwUtfyVNADkrIu4uSb83afbq3ydDAE+Sgpr/qvCaJ5HePwdl53gru96JDM6C3kOiUd4r2eSgbUl//98Evk76v/EyqVv6u6TXE9IQiuOy629JCuD/Rpp4chjdrb9mTUkRdR1rbGZmZmYNwGMKzczMzMxBoZmZmZk5KDQzMzMzHBSamZmZGQ4KzczMzAwHhWZmZmaGg0IzMzMzw0GhmZmZmeGg0MzMzMxwUGhmZmZmwP8CzTHj+YkfkCkAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the mass-luminosity relationship\n", + "from astropy import constants as cs\n", + "from astropy import units as u\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot((clus_1.star_systems['mass_current']), np.log10(clus_1.star_systems[\"L\"]),\n", + " \"r.\",label=\"Cluster_w_Binaries made from BPASS\", alpha =1)\n", + "plt.plot((clus_1.companions['mass_current']), np.log10(clus_1.companions[\"L\"]),\n", + " \"r.\", alpha = 1)\n", + "plt.plot((clus_2.star_systems['mass_current']), np.log10(clus_2.star_systems[\"L\"]), \"b.\",\n", + " label=\"Cluster made from MISTv.1\", alpha =0.1)\n", + "plt.plot((clus_2.companions['mass_current']), np.log10(clus_2.companions[\"L\"]), \"b.\",\n", + " label=\"Cluster made from MISTv.1\", alpha = 0.1)\n", + "plt.xlabel(\"Current Mass in solar masses\")\n", + "plt.ylabel(\"log(L in Watts)\")\n", + "plt.title(\"Mass-logL of Cluster at solar metallicity and 1 billion years age\")\n", + "plt.legend()\n", + "# Rough pattern seems to fit. What's that line?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Where is that hook coming from?" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='phase' dtype='float64' length=2>\n", + "\n", + "\n", + "\n", + "
5.0
101.0
" + ], + "text/plain": [ + "\n", + " 5.0\n", + "101.0" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(iso1.primaries[np.where(np.log10(iso1.primaries[\"L\"])<=25)]['phase'])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "OK. It makes sense that our compact remnants are causing this. (Remember, there really is no significant fusion in the insides of neutron stars or white dwarves." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the mass-luminosity relationship of the Cluster_w_Binaries" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/ipykernel_launcher.py:5: RuntimeWarning: divide by zero encountered in log10\n", + " \"\"\"\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "from astropy import constants as cs\n", + "from astropy import units as u\n", + "import matplotlib.pyplot as plt\n", + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(clus_1.star_systems['mass_current'], np.log10(clus_1.star_systems[\"L\"]), \"r.\",\n", + " label=\"Cluster_w_Binaries made from BPASS (primary stars and single stars)\",\n", + " alpha =1)\n", + "plt.xlabel(\"log Current Mass in solar masses\")\n", + "plt.ylabel(\"log(L in Watts)\")\n", + "plt.title(\"log-Mass-logL of Cluster at 0.1*solar metallicity and 1 billion years age\")\n", + "plt.legend()\n", + "# Rough pattern seems to fit. What's that line?" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/ipykernel_launcher.py:5: RuntimeWarning: divide by zero encountered in log10\n", + " \"\"\"\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the mass-luminosity relationship\n", + "from astropy import constants as cs\n", + "from astropy import units as u\n", + "import matplotlib.pyplot as plt\n", + "plt.plot(clus_1.companions['mass_current'], np.log10(clus_1.companions[\"L\"]), \"r.\",\n", + " label=\"Cluster_w_Binaries made from BPASS (companions)\", alpha =1)\n", + "plt.xlabel(\"log Current Mass in solar masses\")\n", + "plt.ylabel(\"log(L Watts)\")\n", + "plt.title(\"log-Mass-logL of Cluster at 0.1 * solar metallicity\" +\n", + " \" and 1 billion years age\\n\" +\n", + " \"(Companion stars only)\")\n", + "plt.legend()\n", + "# Rough pattern seems to fit. What's that line?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Aha, it looks like the companions are causing this! and these are probably the 101 phased stars. Otherwise I like the alignment" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Taking a look at the BPASS Cluster vs MIST Cluster cluster Observer's HR Diagram\n", + "# Remember to use a distance modulus!\n", + "import matplotlib.pyplot as plt\n", + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(clus_1.star_systems['m_ubv_B'] - clus_1.star_systems[\"m_ubv_V\"],\n", + " clus_1.star_systems[\"m_ubv_V\"] - 5 * np.log10(10), \"r.\",label=\"BPASS\")\n", + "plt.plot(clus_2.star_systems['m_ubv_B'] - clus_2.star_systems[\"m_ubv_V\"],\n", + " clus_2.star_systems[\"m_ubv_V\"] - 5 * np.log10(10), \"b+\", label=\"MISTv1\", alpha=0.1)\n", + "plt.xlabel(\"B-V\")\n", + "plt.ylabel(\"M_V\")\n", + "plt.title(\"Color magnitude Diagram of clusters at 0.1 * solar metallicity\\n\" +\n", + " \" and 1 billion years age\")\n", + "plt.gca().invert_yaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/ipykernel_launcher.py:3: RuntimeWarning: divide by zero encountered in log10\n", + " This is separate from the ipykernel package so we can avoid doing imports until\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/ipykernel_launcher.py:7: RuntimeWarning: divide by zero encountered in log10\n", + " import sys\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(np.log10(clus_1.companions['Teff']), np.log10(clus_1.companions[\"L\"]),\n", + " \"r.\",label=\"BPASS cluster\", alpha=0.5)\n", + "plt.plot(np.log10(clus_2.companions['Teff']), np.log10(clus_2.companions[\"L\"]),\n", + " \"b+\", alpha=0.15)\n", + "plt.plot(np.log10(clus_1.star_systems['Teff']), np.log10(clus_1.star_systems[\"L\"]),\n", + " \"r.\", alpha=0.5)\n", + "plt.plot(np.log10(clus_2.star_systems['Teff']), np.log10(clus_2.star_systems[\"L\"]),\n", + " \"b+\", label=\"MISTv1 cluster\", alpha=0.15)\n", + "plt.xlabel(\"log($T_{eff}$ in kelvin)\")\n", + "plt.ylabel(\"log(L in watts)\")\n", + "plt.title(\"HR Diagram of clusters at 0.1 * solar metallicity \\n\" +\n", + " \"and 1 billion years age\")\n", + "plt.gca().invert_xaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Looking at which stars are the white dwarves?" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 0, 1, 2, 3, 4, 8, 9, 10, 11, 12, 14,\n", + " 15, 16, 18, 19, 20, 21, 22, 23, 24, 25, 26,\n", + " 28, 32, 34, 36, 38, 43, 44, 45, 46, 47, 50,\n", + " 52, 53, 54, 61, 62, 63, 64, 66, 67, 69, 70,\n", + " 71, 72, 73, 74, 75, 80, 81, 84, 85, 86, 90,\n", + " 91, 92, 93, 95, 96, 97, 98, 100, 101, 102, 104,\n", + " 105, 106, 107, 109, 110, 111, 112, 114, 115, 119, 121,\n", + " 122, 124, 125, 128, 129, 130, 131, 135, 136, 143, 144,\n", + " 145, 146, 147, 148, 149, 152, 153, 154, 155, 156, 157,\n", + " 159, 160, 161, 162, 166, 167, 168, 170, 171, 172, 173,\n", + " 175, 177, 179, 180, 182, 183, 185, 187, 188, 190, 191,\n", + " 192, 193, 194, 195, 197, 198, 199, 206, 207, 208, 209,\n", + " 210, 213, 214, 215, 218, 221, 223, 224, 226, 227, 229,\n", + " 230, 231, 232, 233, 234, 235, 238, 239, 240, 241, 242,\n", + " 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 255,\n", + " 256, 258, 260, 261, 264, 265, 266, 267, 268, 270, 271,\n", + " 272, 273, 274, 275, 276, 301, 335, 369, 373, 387, 393,\n", + " 421, 450, 464, 510, 531, 560, 569, 577, 670, 679, 719,\n", + " 725, 732, 737, 761, 764, 773, 819, 821, 837, 849, 887,\n", + " 921, 947, 953, 959, 972, 988, 1010, 1031, 1038, 1108, 1116,\n", + " 1158, 1175, 1212, 1249, 1263, 1298, 1305, 1307, 1336, 1348, 1392,\n", + " 1445, 1459, 1468, 1472, 1494, 1516, 1519, 1531, 1556, 1571])" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import numpy as np\n", + "np.where(clus_1.star_systems['phase'] == 101.0)[0]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Do I see any black holes?" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([126, 204, 205, 216])" + ] + }, + "execution_count": 49, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.where(clus_1.star_systems['phase'] == 103.0)[0]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Neutron Stars?" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 7, 42, 55, 78, 83, 89, 127, 132, 176, 178, 186, 196, 237,\n", + " 269, 277])" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.where(clus_1.star_systems['phase'] == 102.0)[0]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finding the initial masses of the cluster" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1989.0695459244812" + ] + }, + "execution_count": 51, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "clus_1.star_systems['systemMass'].sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2000.1153149538768" + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "clus_2.star_systems['systemMass'].sum()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "astroconda", + "language": "python", + "name": "astroconda" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.10" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/Test_Plots/TestPlot_9.2_MIST_0.1.ipynb b/Test_Plots/TestPlot_9.2_MIST_0.1.ipynb new file mode 100755 index 00000000..9d7e45b8 --- /dev/null +++ b/Test_Plots/TestPlot_9.2_MIST_0.1.ipynb @@ -0,0 +1,1555 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Testing the BPASS isochrone at $10^{9.2}$ Years Age and Comparing with the MIST Model ($0.1Z_{\\odot}$ Metallicity)\n", + "In this BPASS isochrone and cluster plot, I go over the BPASS isochrone for 9.2 billion years age, 0.1 times solar metallicity, AKs=0.0, and distance of 2000 parsecs from Earth. From the isochrone and cluster, we discuss several plots such as the log_g frequency distribution of the isochrone, the color magnitude diagram (B-V vs M_V), and the mass luminosity relationship of the cluster. " + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/pysynphot/locations.py:345: UserWarning: Extinction files not found in /g/lu/models/cdbs/extinction\n", + " warnings.warn('Extinction files not found in %s' % (extdir, ))\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/pysynphot/refs.py:125: UserWarning: No thermal tables found, no thermal calculations can be performed. No files found for /g/lu/models/cdbs/mtab/*_tmt.fits\n", + " 'no thermal calculations can be performed. ' + str(e))\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "We (re)compute\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/units/quantity.py:479: RuntimeWarning: invalid value encountered in true_divide\n", + " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n", + "/u/ryotainagaki/Desktop/PyPopStar/spisea/evolution.py:1807: RuntimeWarning: overflow encountered in power\n", + " (1 / cs.au) * un.m)\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/units/quantity.py:479: RuntimeWarning: divide by zero encountered in true_divide\n", + " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Changing to logg=5.00 for T= 24882 logg=5.96\n", + "Changing to logg=5.00 for T= 21594 logg=5.57\n", + "Changing to logg=5.00 for T= 18255 logg=5.15\n", + "Changing to logg=5.00 for T= 24344 logg=7.21\n", + "Changing to logg=5.00 for T= 23742 logg=7.18\n", + "Changing to logg=5.00 for T= 18958 logg=5.15\n", + "Changing to logg=5.00 for T= 24550 logg=7.29\n", + "Changing to logg=5.00 for T= 23791 logg=5.80\n", + "Changing to T= 50000 for T= 67073 logg=5.76\n", + "Changing to logg=5.00 for T= 67073 logg=5.76\n", + "Changing to logg=5.00 for T= 23945 logg=5.82\n", + "Changing to logg=5.00 for T= 33534 logg=6.57\n", + "Changing to logg=5.00 for T= 24339 logg=5.63\n", + "Changing to logg=5.00 for T= 33652 logg=6.22\n", + "Changing to logg=5.00 for T= 20715 logg=7.07\n", + "Changing to logg=5.00 for T= 34515 logg=6.76\n", + "Changing to logg=5.00 for T= 24678 logg=7.23\n", + "Changing to logg=5.00 for T= 26201 logg=5.82\n", + "Changing to logg=5.00 for T= 22989 logg=5.52\n", + "Changing to T= 50000 for T=114496 logg=6.70\n", + "Changing to logg=5.00 for T=114496 logg=6.70\n", + "Changing to logg=5.00 for T= 23312 logg=7.37\n", + "Changing to logg=5.00 for T= 24030 logg=7.31\n", + "Changing to logg=5.00 for T= 25609 logg=5.75\n", + "Changing to logg=5.00 for T= 27463 logg=5.91\n", + "Changing to logg=5.00 for T= 24030 logg=7.35\n", + "Changing to logg=5.00 for T= 24442 logg=7.18\n", + "Changing to logg=5.00 for T= 27434 logg=5.90\n", + "Changing to logg=5.00 for T= 25848 logg=5.76\n", + "Changing to logg=5.00 for T= 31711 logg=6.59\n", + "Changing to logg=5.00 for T= 37476 logg=6.98\n", + "Changing to logg=5.00 for T= 39646 logg=6.99\n", + "Changing to logg=5.00 for T= 21592 logg=5.57\n", + "Changing to logg=5.00 for T= 24351 logg=5.62\n", + "Changing to logg=5.00 for T= 30895 logg=6.47\n", + "Changing to logg=5.00 for T= 17441 logg=5.06\n", + "Changing to logg=5.00 for T= 24415 logg=7.27\n", + "Changing to logg=5.00 for T= 35935 logg=6.68\n", + "Changing to logg=5.00 for T= 40447 logg=7.77\n", + "Changing to logg=5.00 for T= 35551 logg=6.91\n", + "Changing to logg=5.00 for T= 24138 logg=7.28\n", + "Changing to logg=5.00 for T= 22601 logg=7.33\n", + "Changing to logg=5.00 for T= 17862 logg=5.03\n", + "Changing to logg=2.00 for T= 9391 logg=1.87\n", + "Changing to logg=5.00 for T= 20285 logg=5.44\n", + "Changing to logg=5.00 for T= 35681 logg=6.08\n", + "Changing to logg=5.00 for T= 39903 logg=7.00\n", + "Changing to logg=5.00 for T= 32004 logg=6.49\n", + "Changing to logg=5.00 for T= 29347 logg=7.82\n", + "Changing to logg=5.00 for T= 45852 logg=7.73\n", + "Changing to logg=5.00 for T= 23534 logg=7.23\n", + "Changing to logg=5.00 for T= 23944 logg=7.35\n", + "Changing to logg=5.00 for T= 30551 logg=6.30\n", + "Changing to logg=5.00 for T= 33745 logg=6.64\n", + "Changing to logg=5.00 for T= 32667 logg=6.05\n", + "Changing to logg=5.00 for T= 31527 logg=6.41\n", + "Changing to logg=5.00 for T= 33051 logg=6.90\n", + "Changing to logg=5.00 for T= 34912 logg=6.10\n", + "Changing to logg=5.00 for T= 29151 logg=5.95\n", + "Changing to logg=5.00 for T= 27221 logg=6.02\n", + "Changing to logg=5.00 for T= 24462 logg=5.95\n", + "Changing to logg=5.00 for T= 26403 logg=5.88\n", + "Changing to logg=5.00 for T= 27859 logg=6.06\n", + "Changing to logg=5.00 for T= 35305 logg=7.05\n", + "Changing to logg=5.00 for T= 34641 logg=7.04\n", + "Changing to logg=2.50 for T= 14682 logg=2.04\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to logg=5.00 for T= 26735 logg=5.87\n", + "Changing to logg=5.00 for T= 25841 logg=5.89\n", + "Changing to logg=5.00 for T= 22451 logg=6.92\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to logg=5.00 for T= 21701 logg=7.25\n", + "Changing to logg=5.00 for T= 27101 logg=5.95\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to logg=5.00 for T= 26553 logg=5.90\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to logg=5.00 for T= 24647 logg=6.02\n", + "Changing to logg=5.00 for T= 23856 logg=7.16\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to logg=5.00 for T= 22478 logg=6.94\n", + "Changing to logg=5.00 for T= 26374 logg=5.88\n", + "Changing to logg=5.00 for T= 42044 logg=7.78\n", + "Changing to logg=2.00 for T= 10637 logg=1.83\n", + "Changing to T= 2300 for T= 1731 logg=4.44\n", + "Changing to logg=5.00 for T= 43656 logg=7.76\n", + "Changing to logg=5.00 for T= 41944 logg=7.78\n", + "Changing to logg=5.00 for T= 24848 logg=7.13\n", + "Changing to logg=5.00 for T= 26437 logg=5.95\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to logg=5.00 for T= 23744 logg=6.75\n", + "Changing to logg=5.00 for T= 25489 logg=5.85\n", + "Changing to logg=5.00 for T= 24240 logg=7.08\n", + "Changing to T= 50000 for T= 89129 logg=7.12\n", + "Changing to logg=5.00 for T= 89129 logg=7.12\n", + "Changing to T= 2300 for T= 1731 logg=4.44\n", + "Changing to logg=5.00 for T= 25507 logg=5.95\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to logg=5.00 for T= 22121 logg=5.48\n", + "Changing to logg=5.00 for T= 22602 logg=6.94\n", + "Changing to logg=5.00 for T= 26630 logg=5.89\n", + "Changing to logg=2.50 for T= 11928 logg=1.96\n", + "Changing to logg=5.00 for T= 24630 logg=6.01\n", + "Changing to logg=5.00 for T= 29026 logg=6.07\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to logg=2.00 for T= 11707 logg=1.80\n", + "Changing to logg=5.00 for T= 19124 logg=5.25\n", + "Changing to logg=5.00 for T= 35859 logg=7.05\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to logg=5.00 for T= 24652 logg=5.81\n", + "Changing to logg=5.00 for T= 24180 logg=5.59\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to logg=5.00 for T= 22956 logg=6.98\n", + "Changing to logg=2.00 for T= 9032 logg=1.82\n", + "Changing to logg=5.00 for T= 25003 logg=5.75\n", + "Changing to logg=5.00 for T= 22296 logg=7.06\n", + "Changing to T= 50000 for T= 73748 logg=5.80\n", + "Changing to logg=5.00 for T= 73748 logg=5.80\n", + "Changing to logg=5.00 for T= 23957 logg=6.93\n", + "Changing to T= 2300 for T= 1731 logg=4.44\n", + "Changing to logg=5.00 for T= 26658 logg=5.86\n", + "Changing to logg=5.00 for T= 23857 logg=6.80\n", + "Changing to logg=5.00 for T= 23334 logg=7.02\n", + "Changing to T= 2300 for T= 1904 logg=4.44\n", + "Changing to logg=5.00 for T= 43707 logg=7.73\n", + "Changing to logg=5.00 for T= 25536 logg=6.06\n", + "Making photometry for isochrone: log(t) = 9.20 AKs = 0.00 dist = 2000\n", + " Starting at: 2021-08-13 13:57:53.478809 Usually takes ~5 minutes\n", + "Starting filter: ubv,U Elapsed time: 0.00 seconds\n", + "Starting synthetic photometry\n", + "M = 0.180 Msun T = 3463 K m_ubv_U = 26.26\n", + "M = 0.980 Msun T = 6525 K m_ubv_U = 16.05\n", + "M = 2.500 Msun T = 7653 K m_ubv_U = 24.79\n", + "M = 3.200 Msun T = 7964 K m_ubv_U = 24.91\n", + "M = 0.501 Msun T = nan K m_ubv_U = nan\n", + "M = 1.400 Msun T = nan K m_ubv_U = nan\n", + "M = 1.400 Msun T = 8330 K m_ubv_U = 13.82\n", + "M = 1.259 Msun T = nan K m_ubv_U = nan\n", + "M = 2.700 Msun T = 7452 K m_ubv_U = 25.09\n", + "M = 1.700 Msun T = 15838 K m_ubv_U = 21.39\n", + "M = 2.500 Msun T = 7643 K m_ubv_U = 24.79\n", + "M = 2.700 Msun T = 8076 K m_ubv_U = 25.12\n", + "M = 0.501 Msun T = nan K m_ubv_U = nan\n", + "M = 3.981 Msun T = nan K m_ubv_U = nan\n", + "M = 1.700 Msun T = 13872 K m_ubv_U = 9.11\n", + "M = 5.000 Msun T = 9914 K m_ubv_U = 24.81\n", + "M = 1.000 Msun T = nan K m_ubv_U = nan\n", + "M = 1.259 Msun T = 3090 K m_ubv_U = 29.59\n", + "M = 1.700 Msun T = 15821 K m_ubv_U = 21.40\n", + "M = 1.600 Msun T = 4351 K m_ubv_U = 11.59\n", + "M = 0.398 Msun T = nan K m_ubv_U = nan\n", + "M = 2.700 Msun T = 6423 K m_ubv_U = 25.62\n", + "M = 0.631 Msun T = nan K m_ubv_U = nan\n", + "M = 3.000 Msun T = 7807 K m_ubv_U = 24.96\n", + "M = 2.700 Msun T = 8415 K m_ubv_U = 24.78\n", + "M = 2.500 Msun T = 7654 K m_ubv_U = 24.79\n", + "M = 2.700 Msun T = 8352 K m_ubv_U = 25.05\n", + "M = 3.700 Msun T = 10894 K m_ubv_U = 23.89\n", + "M = 5.000 Msun T = 9554 K m_ubv_U = 24.17\n", + "M = 3.000 Msun T = 7806 K m_ubv_U = 24.96\n", + "M = 1.400 Msun T = nan K m_ubv_U = nan\n", + "M = 1.700 Msun T = 7721 K m_ubv_U = 24.99\n", + "M = 1.100 Msun T = 7119 K m_ubv_U = 15.31\n", + "M = 0.794 Msun T = nan K m_ubv_U = nan\n", + "M = 1.600 Msun T = 4352 K m_ubv_U = 11.59\n", + "M = 4.000 Msun T = 6647 K m_ubv_U = 25.69\n", + "M = 0.631 Msun T = 3090 K m_ubv_U = 29.40\n", + "M = 3.500 Msun T = 8232 K m_ubv_U = 24.83\n", + "M = 1.400 Msun T = nan K m_ubv_U = nan\n", + "M = 1.400 Msun T = nan K m_ubv_U = nan\n", + "M = 1.100 Msun T = 7122 K m_ubv_U = 15.30\n", + "M = 0.631 Msun T = nan K m_ubv_U = nan\n", + "M = 1.300 Msun T = 8203 K m_ubv_U = 14.29\n", + "M = 3.200 Msun T = 8462 K m_ubv_U = 24.77\n", + "M = 1.300 Msun T = 8186 K m_ubv_U = 14.28\n", + "M = 1.400 Msun T = 7439 K m_ubv_U = 25.09\n", + "M = 1.500 Msun T = 8186 K m_ubv_U = 13.38\n", + "M = 1.900 Msun T = 8197 K m_ubv_U = 24.38\n", + "M = 1.400 Msun T = 8353 K m_ubv_U = 13.82\n", + "M = 1.000 Msun T = 8008 K m_ubv_U = 13.35\n", + "M = 1.300 Msun T = 8186 K m_ubv_U = 14.28\n", + "M = 3.500 Msun T = 7720 K m_ubv_U = 25.22\n", + "M = 1.250 Msun T = 7745 K m_ubv_U = 14.98\n", + "M = 1.280 Msun T = 7867 K m_ubv_U = 14.92\n", + "M = 4.500 Msun T = 9122 K m_ubv_U = 24.24\n", + "M = 1.500 Msun T = 8003 K m_ubv_U = 13.34\n", + "M = 0.700 Msun T = 4039 K m_ubv_U = 21.14\n", + "M = 2.700 Msun T = 7456 K m_ubv_U = 25.09\n", + "M = 2.160 Msun T = 11886 K m_ubv_U = 12.37\n", + "M = 0.510 Msun T = 4230 K m_ubv_U = 21.93\n", + "M = 0.250 Msun T = 3732 K m_ubv_U = 24.71\n", + "M = 1.350 Msun T = nan K m_ubv_U = nan\n", + "M = 1.200 Msun T = 7750 K m_ubv_U = 14.82\n", + "M = 6.000 Msun T = 6940 K m_ubv_U = 25.54\n", + "M = 1.530 Msun T = 8322 K m_ubv_U = 13.41\n", + "M = 4.500 Msun T = 15639 K m_ubv_U = 9.50\n", + "M = 2.300 Msun T = 7302 K m_ubv_U = 24.94\n", + "M = 4.000 Msun T = 10615 K m_ubv_U = 23.84\n", + "M = 1.360 Msun T = 8930 K m_ubv_U = 14.19\n", + "M = 0.320 Msun T = 3787 K m_ubv_U = 24.13\n", + "M = 3.200 Msun T = 9927 K m_ubv_U = 23.94\n", + "M = 1.620 Msun T = 9464 K m_ubv_U = 13.74\n", + "M = 1.500 Msun T = 7959 K m_ubv_U = 13.33\n", + "M = 1.800 Msun T = 10985 K m_ubv_U = 13.36\n", + "M = 0.540 Msun T = nan K m_ubv_U = nan\n", + "M = 1.250 Msun T = 7735 K m_ubv_U = 14.98\n", + "M = 0.810 Msun T = nan K m_ubv_U = nan\n", + "M = 3.330 Msun T = 12121 K m_ubv_U = 9.94\n", + "M = 4.000 Msun T = 14110 K m_ubv_U = 9.40\n", + "M = 1.800 Msun T = 11016 K m_ubv_U = 13.36\n", + "M = 1.900 Msun T = 8337 K m_ubv_U = 23.93\n", + "M = 1.190 Msun T = nan K m_ubv_U = nan\n", + "M = 0.220 Msun T = 3700 K m_ubv_U = 25.05\n", + "M = 1.600 Msun T = 4338 K m_ubv_U = 11.57\n", + "M = 0.800 Msun T = 4616 K m_ubv_U = 19.38\n", + "M = 0.400 Msun T = 3899 K m_ubv_U = 23.38\n", + "M = 5.000 Msun T = 9191 K m_ubv_U = 24.22\n", + "M = 0.350 Msun T = 3818 K m_ubv_U = 23.88\n", + "M = 1.300 Msun T = 8270 K m_ubv_U = 14.37\n", + "M = 8.500 Msun T = 7081 K m_ubv_U = 24.04\n", + "M = 0.660 Msun T = 3809 K m_ubv_U = 21.90\n", + "M = 2.700 Msun T = 7456 K m_ubv_U = 25.09\n", + "M = 0.390 Msun T = 3880 K m_ubv_U = 23.48\n", + "M = 0.320 Msun T = nan K m_ubv_U = nan\n", + "M = 0.910 Msun T = 5251 K m_ubv_U = 17.83\n", + "M = 1.260 Msun T = nan K m_ubv_U = nan\n", + "M = 0.600 Msun T = 4611 K m_ubv_U = 20.52\n", + "M = 0.570 Msun T = nan K m_ubv_U = nan\n", + "M = 1.260 Msun T = 8137 K m_ubv_U = 14.62\n", + "M = 0.500 Msun T = nan K m_ubv_U = nan\n", + "M = 0.520 Msun T = 3001 K m_ubv_U = 25.65\n", + "M = 0.350 Msun T = nan K m_ubv_U = nan\n", + "Starting filter: ubv,V Elapsed time: 23.00 seconds\n", + "Starting synthetic photometry\n", + "M = 0.180 Msun T = 3463 K m_ubv_V = 23.27\n", + "M = 0.980 Msun T = 6525 K m_ubv_V = 15.84\n", + "M = 2.500 Msun T = 7653 K m_ubv_V = 24.93\n", + "M = 3.200 Msun T = 7964 K m_ubv_V = 25.11\n", + "M = 0.501 Msun T = nan K m_ubv_V = nan\n", + "M = 1.400 Msun T = nan K m_ubv_V = nan\n", + "M = 1.400 Msun T = 8330 K m_ubv_V = 13.64\n", + "M = 1.259 Msun T = nan K m_ubv_V = nan\n", + "M = 2.700 Msun T = 7452 K m_ubv_V = 25.18\n", + "M = 1.700 Msun T = 15838 K m_ubv_V = 22.40\n", + "M = 2.500 Msun T = 7643 K m_ubv_V = 24.93\n", + "M = 2.700 Msun T = 8076 K m_ubv_V = 25.35\n", + "M = 0.501 Msun T = nan K m_ubv_V = nan\n", + "M = 3.981 Msun T = nan K m_ubv_V = nan\n", + "M = 1.700 Msun T = 13872 K m_ubv_V = 9.78\n", + "M = 5.000 Msun T = 9914 K m_ubv_V = 25.35\n", + "M = 1.000 Msun T = nan K m_ubv_V = nan\n", + "M = 1.259 Msun T = 3090 K m_ubv_V = 26.02\n", + "M = 1.700 Msun T = 15821 K m_ubv_V = 22.40\n", + "M = 1.600 Msun T = 4351 K m_ubv_V = 9.54\n", + "M = 0.398 Msun T = nan K m_ubv_V = nan\n", + "M = 2.700 Msun T = 6423 K m_ubv_V = 25.42\n", + "M = 0.631 Msun T = nan K m_ubv_V = nan\n", + "M = 3.000 Msun T = 7807 K m_ubv_V = 25.13\n", + "M = 2.700 Msun T = 8415 K m_ubv_V = 25.08\n", + "M = 2.500 Msun T = 7654 K m_ubv_V = 24.93\n", + "M = 2.700 Msun T = 8352 K m_ubv_V = 25.33\n", + "M = 3.700 Msun T = 10894 K m_ubv_V = 24.54\n", + "M = 5.000 Msun T = 9554 K m_ubv_V = 24.65\n", + "M = 3.000 Msun T = 7806 K m_ubv_V = 25.13\n", + "M = 1.400 Msun T = nan K m_ubv_V = nan\n", + "M = 1.700 Msun T = 7721 K m_ubv_V = 25.14\n", + "M = 1.100 Msun T = 7119 K m_ubv_V = 15.14\n", + "M = 0.794 Msun T = nan K m_ubv_V = nan\n", + "M = 1.600 Msun T = 4352 K m_ubv_V = 9.54\n", + "M = 4.000 Msun T = 6647 K m_ubv_V = 25.56\n", + "M = 0.631 Msun T = 3090 K m_ubv_V = 26.02\n", + "M = 3.500 Msun T = 8232 K m_ubv_V = 25.09\n", + "M = 1.400 Msun T = nan K m_ubv_V = nan\n", + "M = 1.400 Msun T = nan K m_ubv_V = nan\n", + "M = 1.100 Msun T = 7122 K m_ubv_V = 15.13\n", + "M = 0.631 Msun T = nan K m_ubv_V = nan\n", + "M = 1.300 Msun T = 8203 K m_ubv_V = 14.11\n", + "M = 3.200 Msun T = 8462 K m_ubv_V = 25.08\n", + "M = 1.300 Msun T = 8186 K m_ubv_V = 14.10\n", + "M = 1.400 Msun T = 7439 K m_ubv_V = 25.18\n", + "M = 1.500 Msun T = 8186 K m_ubv_V = 13.18\n", + "M = 1.900 Msun T = 8197 K m_ubv_V = 24.64\n", + "M = 1.400 Msun T = 8353 K m_ubv_V = 13.64\n", + "M = 1.000 Msun T = 8008 K m_ubv_V = 13.14\n", + "M = 1.300 Msun T = 8186 K m_ubv_V = 14.10\n", + "M = 3.500 Msun T = 7720 K m_ubv_V = 25.38\n", + "M = 1.250 Msun T = 7745 K m_ubv_V = 14.81\n", + "M = 1.280 Msun T = 7867 K m_ubv_V = 14.75\n", + "M = 4.500 Msun T = 9122 K m_ubv_V = 24.66\n", + "M = 1.500 Msun T = 8003 K m_ubv_V = 13.13\n", + "M = 0.700 Msun T = 4039 K m_ubv_V = 19.04\n", + "M = 2.700 Msun T = 7456 K m_ubv_V = 25.18\n", + "M = 2.160 Msun T = 11886 K m_ubv_V = 12.70\n", + "M = 0.510 Msun T = 4230 K m_ubv_V = 20.03\n", + "M = 0.250 Msun T = 3732 K m_ubv_V = 22.19\n", + "M = 1.350 Msun T = nan K m_ubv_V = nan\n", + "M = 1.200 Msun T = 7750 K m_ubv_V = 14.64\n", + "M = 6.000 Msun T = 6940 K m_ubv_V = 25.50\n", + "M = 1.530 Msun T = 8322 K m_ubv_V = 13.23\n", + "M = 4.500 Msun T = 15639 K m_ubv_V = 10.21\n", + "M = 2.300 Msun T = 7302 K m_ubv_V = 24.99\n", + "M = 4.000 Msun T = 10615 K m_ubv_V = 24.47\n", + "M = 1.360 Msun T = 8930 K m_ubv_V = 14.07\n", + "M = 0.320 Msun T = 3787 K m_ubv_V = 21.69\n", + "M = 3.200 Msun T = 9927 K m_ubv_V = 24.48\n", + "M = 1.620 Msun T = 9464 K m_ubv_V = 13.69\n", + "M = 1.500 Msun T = 7959 K m_ubv_V = 13.12\n", + "M = 1.800 Msun T = 10985 K m_ubv_V = 13.56\n", + "M = 0.540 Msun T = nan K m_ubv_V = nan\n", + "M = 1.250 Msun T = 7735 K m_ubv_V = 14.81\n", + "M = 0.810 Msun T = nan K m_ubv_V = nan\n", + "M = 3.330 Msun T = 12121 K m_ubv_V = 10.34\n", + "M = 4.000 Msun T = 14110 K m_ubv_V = 10.01\n", + "M = 1.800 Msun T = 11016 K m_ubv_V = 13.56\n", + "M = 1.900 Msun T = 8337 K m_ubv_V = 24.22\n", + "M = 1.190 Msun T = nan K m_ubv_V = nan\n", + "M = 0.220 Msun T = 3700 K m_ubv_V = 22.46\n", + "M = 1.600 Msun T = 4338 K m_ubv_V = 9.49\n", + "M = 0.800 Msun T = 4616 K m_ubv_V = 17.93\n", + "M = 0.400 Msun T = 3899 K m_ubv_V = 21.10\n", + "M = 5.000 Msun T = 9191 K m_ubv_V = 24.65\n", + "M = 0.350 Msun T = 3818 K m_ubv_V = 21.49\n", + "M = 1.300 Msun T = 8270 K m_ubv_V = 14.19\n", + "M = 8.500 Msun T = 7081 K m_ubv_V = 24.04\n", + "M = 0.660 Msun T = 3809 K m_ubv_V = 19.55\n", + "M = 2.700 Msun T = 7456 K m_ubv_V = 25.18\n", + "M = 0.390 Msun T = 3880 K m_ubv_V = 21.18\n", + "M = 0.320 Msun T = nan K m_ubv_V = nan\n", + "M = 0.910 Msun T = 5251 K m_ubv_V = 16.99\n", + "M = 1.260 Msun T = nan K m_ubv_V = nan\n", + "M = 0.600 Msun T = 4611 K m_ubv_V = 19.02\n", + "M = 0.570 Msun T = nan K m_ubv_V = nan\n", + "M = 1.260 Msun T = 8137 K m_ubv_V = 14.44\n", + "M = 0.500 Msun T = nan K m_ubv_V = nan\n", + "M = 0.520 Msun T = 3001 K m_ubv_V = 22.03\n", + "M = 0.350 Msun T = nan K m_ubv_V = nan\n", + "Starting filter: ubv,B Elapsed time: 45.59 seconds\n", + "Starting synthetic photometry\n", + "M = 0.180 Msun T = 3463 K m_ubv_B = 24.95\n", + "M = 0.980 Msun T = 6525 K m_ubv_B = 16.26\n", + "M = 2.500 Msun T = 7653 K m_ubv_B = 25.30\n", + "M = 3.200 Msun T = 7964 K m_ubv_B = 25.45\n", + "M = 0.501 Msun T = nan K m_ubv_B = nan\n", + "M = 1.400 Msun T = nan K m_ubv_B = nan\n", + "M = 1.400 Msun T = 8330 K m_ubv_B = 13.77\n", + "M = 1.259 Msun T = nan K m_ubv_B = nan\n", + "M = 2.700 Msun T = 7452 K m_ubv_B = 25.57\n", + "M = 1.700 Msun T = 15838 K m_ubv_B = 22.32\n", + "M = 2.500 Msun T = 7643 K m_ubv_B = 25.30\n", + "M = 2.700 Msun T = 8076 K m_ubv_B = 25.67\n", + "M = 0.501 Msun T = nan K m_ubv_B = nan\n", + "M = 3.981 Msun T = nan K m_ubv_B = nan\n", + "M = 1.700 Msun T = 13872 K m_ubv_B = 9.65\n", + "M = 5.000 Msun T = 9914 K m_ubv_B = 25.52\n", + "M = 1.000 Msun T = nan K m_ubv_B = nan\n", + "M = 1.259 Msun T = 3090 K m_ubv_B = 27.90\n", + "M = 1.700 Msun T = 15821 K m_ubv_B = 22.32\n", + "M = 1.600 Msun T = 4351 K m_ubv_B = 10.75\n", + "M = 0.398 Msun T = nan K m_ubv_B = nan\n", + "M = 2.700 Msun T = 6423 K m_ubv_B = 25.96\n", + "M = 0.631 Msun T = nan K m_ubv_B = nan\n", + "M = 3.000 Msun T = 7807 K m_ubv_B = 25.48\n", + "M = 2.700 Msun T = 8415 K m_ubv_B = 25.37\n", + "M = 2.500 Msun T = 7654 K m_ubv_B = 25.30\n", + "M = 2.700 Msun T = 8352 K m_ubv_B = 25.63\n", + "M = 3.700 Msun T = 10894 K m_ubv_B = 24.65\n", + "M = 5.000 Msun T = 9554 K m_ubv_B = 24.84\n", + "M = 3.000 Msun T = 7806 K m_ubv_B = 25.48\n", + "M = 1.400 Msun T = nan K m_ubv_B = nan\n", + "M = 1.700 Msun T = 7721 K m_ubv_B = 25.50\n", + "M = 1.100 Msun T = 7119 K m_ubv_B = 15.45\n", + "M = 0.794 Msun T = nan K m_ubv_B = nan\n", + "M = 1.600 Msun T = 4352 K m_ubv_B = 10.75\n", + "M = 4.000 Msun T = 6647 K m_ubv_B = 26.07\n", + "M = 0.631 Msun T = 3090 K m_ubv_B = 27.86\n", + "M = 3.500 Msun T = 8232 K m_ubv_B = 25.40\n", + "M = 1.400 Msun T = nan K m_ubv_B = nan\n", + "M = 1.400 Msun T = nan K m_ubv_B = nan\n", + "M = 1.100 Msun T = 7122 K m_ubv_B = 15.44\n", + "M = 0.631 Msun T = nan K m_ubv_B = nan\n", + "M = 1.300 Msun T = 8203 K m_ubv_B = 14.27\n", + "M = 3.200 Msun T = 8462 K m_ubv_B = 25.36\n", + "M = 1.300 Msun T = 8186 K m_ubv_B = 14.26\n", + "M = 1.400 Msun T = 7439 K m_ubv_B = 25.58\n", + "M = 1.500 Msun T = 8186 K m_ubv_B = 13.32\n", + "M = 1.900 Msun T = 8197 K m_ubv_B = 24.95\n", + "M = 1.400 Msun T = 8353 K m_ubv_B = 13.77\n", + "M = 1.000 Msun T = 8008 K m_ubv_B = 13.30\n", + "M = 1.300 Msun T = 8186 K m_ubv_B = 14.26\n", + "M = 3.500 Msun T = 7720 K m_ubv_B = 25.74\n", + "M = 1.250 Msun T = 7745 K m_ubv_B = 15.04\n", + "M = 1.280 Msun T = 7867 K m_ubv_B = 14.96\n", + "M = 4.500 Msun T = 9122 K m_ubv_B = 24.89\n", + "M = 1.500 Msun T = 8003 K m_ubv_B = 13.29\n", + "M = 0.700 Msun T = 4039 K m_ubv_B = 20.33\n", + "M = 2.700 Msun T = 7456 K m_ubv_B = 25.57\n", + "M = 2.160 Msun T = 11886 K m_ubv_B = 12.63\n", + "M = 0.510 Msun T = 4230 K m_ubv_B = 21.21\n", + "M = 0.250 Msun T = 3732 K m_ubv_B = 23.68\n", + "M = 1.350 Msun T = nan K m_ubv_B = nan\n", + "M = 1.200 Msun T = 7750 K m_ubv_B = 14.87\n", + "M = 6.000 Msun T = 6940 K m_ubv_B = 25.96\n", + "M = 1.530 Msun T = 8322 K m_ubv_B = 13.36\n", + "M = 4.500 Msun T = 15639 K m_ubv_B = 10.06\n", + "M = 2.300 Msun T = 7302 K m_ubv_B = 25.41\n", + "M = 4.000 Msun T = 10615 K m_ubv_B = 24.59\n", + "M = 1.360 Msun T = 8930 K m_ubv_B = 14.15\n", + "M = 0.320 Msun T = 3787 K m_ubv_B = 23.15\n", + "M = 3.200 Msun T = 9927 K m_ubv_B = 24.65\n", + "M = 1.620 Msun T = 9464 K m_ubv_B = 13.74\n", + "M = 1.500 Msun T = 7959 K m_ubv_B = 13.28\n", + "M = 1.800 Msun T = 10985 K m_ubv_B = 13.52\n", + "M = 0.540 Msun T = nan K m_ubv_B = nan\n", + "M = 1.250 Msun T = 7735 K m_ubv_B = 15.04\n", + "M = 0.810 Msun T = nan K m_ubv_B = nan\n", + "M = 3.330 Msun T = 12121 K m_ubv_B = 10.25\n", + "M = 4.000 Msun T = 14110 K m_ubv_B = 9.88\n", + "M = 1.800 Msun T = 11016 K m_ubv_B = 13.52\n", + "M = 1.900 Msun T = 8337 K m_ubv_B = 24.51\n", + "M = 1.190 Msun T = nan K m_ubv_B = nan\n", + "M = 0.220 Msun T = 3700 K m_ubv_B = 23.98\n", + "M = 1.600 Msun T = 4338 K m_ubv_B = 10.71\n", + "M = 0.800 Msun T = 4616 K m_ubv_B = 18.90\n", + "M = 0.400 Msun T = 3899 K m_ubv_B = 22.48\n", + "M = 5.000 Msun T = 9191 K m_ubv_B = 24.87\n", + "M = 0.350 Msun T = 3818 K m_ubv_B = 22.92\n", + "M = 1.300 Msun T = 8270 K m_ubv_B = 14.35\n", + "M = 8.500 Msun T = 7081 K m_ubv_B = 24.48\n", + "M = 0.660 Msun T = 3809 K m_ubv_B = 20.97\n", + "M = 2.700 Msun T = 7456 K m_ubv_B = 25.57\n", + "M = 0.390 Msun T = 3880 K m_ubv_B = 22.57\n", + "M = 0.320 Msun T = nan K m_ubv_B = nan\n", + "M = 0.910 Msun T = 5251 K m_ubv_B = 17.77\n", + "M = 1.260 Msun T = nan K m_ubv_B = nan\n", + "M = 0.600 Msun T = 4611 K m_ubv_B = 20.01\n", + "M = 0.570 Msun T = nan K m_ubv_B = nan\n", + "M = 1.260 Msun T = 8137 K m_ubv_B = 14.62\n", + "M = 0.500 Msun T = nan K m_ubv_B = nan\n", + "M = 0.520 Msun T = 3001 K m_ubv_B = 23.93\n", + "M = 0.350 Msun T = nan K m_ubv_B = nan\n", + "Starting filter: ubv,R Elapsed time: 67.48 seconds\n", + "Starting synthetic photometry\n", + "M = 0.180 Msun T = 3463 K m_ubv_R = 22.38\n", + "M = 0.980 Msun T = 6525 K m_ubv_R = 15.60\n", + "M = 2.500 Msun T = 7653 K m_ubv_R = 24.71\n", + "M = 3.200 Msun T = 7964 K m_ubv_R = 24.91\n", + "M = 0.501 Msun T = nan K m_ubv_R = nan\n", + "M = 1.400 Msun T = nan K m_ubv_R = nan\n", + "M = 1.400 Msun T = 8330 K m_ubv_R = 13.57\n", + "M = 1.259 Msun T = nan K m_ubv_R = nan\n", + "M = 2.700 Msun T = 7452 K m_ubv_R = 24.95\n", + "M = 1.700 Msun T = 15838 K m_ubv_R = 22.39\n", + "M = 2.500 Msun T = 7643 K m_ubv_R = 24.71\n", + "M = 2.700 Msun T = 8076 K m_ubv_R = 25.15\n", + "M = 0.501 Msun T = nan K m_ubv_R = nan\n", + "M = 3.981 Msun T = nan K m_ubv_R = nan\n", + "M = 1.700 Msun T = 13872 K m_ubv_R = 9.81\n", + "M = 5.000 Msun T = 9914 K m_ubv_R = 25.23\n", + "M = 1.000 Msun T = nan K m_ubv_R = nan\n", + "M = 1.259 Msun T = 3090 K m_ubv_R = 25.01\n", + "M = 1.700 Msun T = 15821 K m_ubv_R = 22.39\n", + "M = 1.600 Msun T = 4351 K m_ubv_R = 8.97\n", + "M = 0.398 Msun T = nan K m_ubv_R = nan\n", + "M = 2.700 Msun T = 6423 K m_ubv_R = 25.11\n", + "M = 0.631 Msun T = nan K m_ubv_R = nan\n", + "M = 3.000 Msun T = 7807 K m_ubv_R = 24.92\n", + "M = 2.700 Msun T = 8415 K m_ubv_R = 24.90\n", + "M = 2.500 Msun T = 7654 K m_ubv_R = 24.71\n", + "M = 2.700 Msun T = 8352 K m_ubv_R = 25.15\n", + "M = 3.700 Msun T = 10894 K m_ubv_R = 24.45\n", + "M = 5.000 Msun T = 9554 K m_ubv_R = 24.52\n", + "M = 3.000 Msun T = 7806 K m_ubv_R = 24.92\n", + "M = 1.400 Msun T = nan K m_ubv_R = nan\n", + "M = 1.700 Msun T = 7721 K m_ubv_R = 24.93\n", + "M = 1.100 Msun T = 7119 K m_ubv_R = 14.95\n", + "M = 0.794 Msun T = nan K m_ubv_R = nan\n", + "M = 1.600 Msun T = 4352 K m_ubv_R = 8.97\n", + "M = 4.000 Msun T = 6647 K m_ubv_R = 25.27\n", + "M = 0.631 Msun T = 3090 K m_ubv_R = 25.01\n", + "M = 3.500 Msun T = 8232 K m_ubv_R = 24.90\n", + "M = 1.400 Msun T = nan K m_ubv_R = nan\n", + "M = 1.400 Msun T = nan K m_ubv_R = nan\n", + "M = 1.100 Msun T = 7122 K m_ubv_R = 14.95\n", + "M = 0.631 Msun T = nan K m_ubv_R = nan\n", + "M = 1.300 Msun T = 8203 K m_ubv_R = 14.03\n", + "M = 3.200 Msun T = 8462 K m_ubv_R = 24.90\n", + "M = 1.300 Msun T = 8186 K m_ubv_R = 14.02\n", + "M = 1.400 Msun T = 7439 K m_ubv_R = 24.95\n", + "M = 1.500 Msun T = 8186 K m_ubv_R = 13.11\n", + "M = 1.900 Msun T = 8197 K m_ubv_R = 24.45\n", + "M = 1.400 Msun T = 8353 K m_ubv_R = 13.58\n", + "M = 1.000 Msun T = 8008 K m_ubv_R = 13.05\n", + "M = 1.300 Msun T = 8186 K m_ubv_R = 14.02\n", + "M = 3.500 Msun T = 7720 K m_ubv_R = 25.16\n", + "M = 1.250 Msun T = 7745 K m_ubv_R = 14.68\n", + "M = 1.280 Msun T = 7867 K m_ubv_R = 14.64\n", + "M = 4.500 Msun T = 9122 K m_ubv_R = 24.51\n", + "M = 1.500 Msun T = 8003 K m_ubv_R = 13.04\n", + "M = 0.700 Msun T = 4039 K m_ubv_R = 18.33\n", + "M = 2.700 Msun T = 7456 K m_ubv_R = 24.95\n", + "M = 2.160 Msun T = 11886 K m_ubv_R = 12.73\n", + "M = 0.510 Msun T = 4230 K m_ubv_R = 19.36\n", + "M = 0.250 Msun T = 3732 K m_ubv_R = 21.37\n", + "M = 1.350 Msun T = nan K m_ubv_R = nan\n", + "M = 1.200 Msun T = 7750 K m_ubv_R = 14.52\n", + "M = 6.000 Msun T = 6940 K m_ubv_R = 25.23\n", + "M = 1.530 Msun T = 8322 K m_ubv_R = 13.16\n", + "M = 4.500 Msun T = 15639 K m_ubv_R = 10.26\n", + "M = 2.300 Msun T = 7302 K m_ubv_R = 24.75\n", + "M = 4.000 Msun T = 10615 K m_ubv_R = 24.37\n", + "M = 1.360 Msun T = 8930 K m_ubv_R = 14.04\n", + "M = 0.320 Msun T = 3787 K m_ubv_R = 20.89\n", + "M = 3.200 Msun T = 9927 K m_ubv_R = 24.36\n", + "M = 1.620 Msun T = 9464 K m_ubv_R = 13.68\n", + "M = 1.500 Msun T = 7959 K m_ubv_R = 13.03\n", + "M = 1.800 Msun T = 10985 K m_ubv_R = 13.58\n", + "M = 0.540 Msun T = nan K m_ubv_R = nan\n", + "M = 1.250 Msun T = 7735 K m_ubv_R = 14.68\n", + "M = 0.810 Msun T = nan K m_ubv_R = nan\n", + "M = 3.330 Msun T = 12121 K m_ubv_R = 10.37\n", + "M = 4.000 Msun T = 14110 K m_ubv_R = 10.05\n", + "M = 1.800 Msun T = 11016 K m_ubv_R = 13.59\n", + "M = 1.900 Msun T = 8337 K m_ubv_R = 24.04\n", + "M = 1.190 Msun T = nan K m_ubv_R = nan\n", + "M = 0.220 Msun T = 3700 K m_ubv_R = 21.64\n", + "M = 1.600 Msun T = 4338 K m_ubv_R = 8.92\n", + "M = 0.800 Msun T = 4616 K m_ubv_R = 17.39\n", + "M = 0.400 Msun T = 3899 K m_ubv_R = 20.33\n", + "M = 5.000 Msun T = 9191 K m_ubv_R = 24.51\n", + "M = 0.350 Msun T = 3818 K m_ubv_R = 20.69\n", + "M = 1.300 Msun T = 8270 K m_ubv_R = 14.12\n", + "M = 8.500 Msun T = 7081 K m_ubv_R = 23.78\n", + "M = 0.660 Msun T = 3809 K m_ubv_R = 18.76\n", + "M = 2.700 Msun T = 7456 K m_ubv_R = 24.95\n", + "M = 0.390 Msun T = 3880 K m_ubv_R = 20.40\n", + "M = 0.320 Msun T = nan K m_ubv_R = nan\n", + "M = 0.910 Msun T = 5251 K m_ubv_R = 16.59\n", + "M = 1.260 Msun T = nan K m_ubv_R = nan\n", + "M = 0.600 Msun T = 4611 K m_ubv_R = 18.47\n", + "M = 0.570 Msun T = nan K m_ubv_R = nan\n", + "M = 1.260 Msun T = 8137 K m_ubv_R = 14.36\n", + "M = 0.500 Msun T = nan K m_ubv_R = nan\n", + "M = 0.520 Msun T = 3001 K m_ubv_R = 20.99\n", + "M = 0.350 Msun T = nan K m_ubv_R = nan\n", + "Starting filter: ubv,I Elapsed time: 89.54 seconds\n", + "Starting synthetic photometry\n", + "M = 0.180 Msun T = 3463 K m_ubv_I = 21.09\n", + "M = 0.980 Msun T = 6525 K m_ubv_I = 15.27\n", + "M = 2.500 Msun T = 7653 K m_ubv_I = 24.47\n", + "M = 3.200 Msun T = 7964 K m_ubv_I = 24.70\n", + "M = 0.501 Msun T = nan K m_ubv_I = nan\n", + "M = 1.400 Msun T = nan K m_ubv_I = nan\n", + "M = 1.400 Msun T = 8330 K m_ubv_I = 13.49\n", + "M = 1.259 Msun T = nan K m_ubv_I = nan\n", + "M = 2.700 Msun T = 7452 K m_ubv_I = 24.69\n", + "M = 1.700 Msun T = 15838 K m_ubv_I = 22.49\n", + "M = 2.500 Msun T = 7643 K m_ubv_I = 24.47\n", + "M = 2.700 Msun T = 8076 K m_ubv_I = 24.95\n", + "M = 0.501 Msun T = nan K m_ubv_I = nan\n", + "M = 3.981 Msun T = nan K m_ubv_I = nan\n", + "M = 1.700 Msun T = 13872 K m_ubv_I = 9.90\n", + "M = 5.000 Msun T = 9914 K m_ubv_I = 25.14\n", + "M = 1.000 Msun T = nan K m_ubv_I = nan\n", + "M = 1.259 Msun T = 3090 K m_ubv_I = 23.31\n", + "M = 1.700 Msun T = 15821 K m_ubv_I = 22.48\n", + "M = 1.600 Msun T = 4351 K m_ubv_I = 8.19\n", + "M = 0.398 Msun T = nan K m_ubv_I = nan\n", + "M = 2.700 Msun T = 6423 K m_ubv_I = 24.73\n", + "M = 0.631 Msun T = nan K m_ubv_I = nan\n", + "M = 3.000 Msun T = 7807 K m_ubv_I = 24.69\n", + "M = 2.700 Msun T = 8415 K m_ubv_I = 24.72\n", + "M = 2.500 Msun T = 7654 K m_ubv_I = 24.47\n", + "M = 2.700 Msun T = 8352 K m_ubv_I = 24.97\n", + "M = 3.700 Msun T = 10894 K m_ubv_I = 24.41\n", + "M = 5.000 Msun T = 9554 K m_ubv_I = 24.41\n", + "M = 3.000 Msun T = 7806 K m_ubv_I = 24.69\n", + "M = 1.400 Msun T = nan K m_ubv_I = nan\n", + "M = 1.700 Msun T = 7721 K m_ubv_I = 24.69\n", + "M = 1.100 Msun T = 7119 K m_ubv_I = 14.71\n", + "M = 0.794 Msun T = nan K m_ubv_I = nan\n", + "M = 1.600 Msun T = 4352 K m_ubv_I = 8.19\n", + "M = 4.000 Msun T = 6647 K m_ubv_I = 24.92\n", + "M = 0.631 Msun T = 3090 K m_ubv_I = 23.32\n", + "M = 3.500 Msun T = 8232 K m_ubv_I = 24.71\n", + "M = 1.400 Msun T = nan K m_ubv_I = nan\n", + "M = 1.400 Msun T = nan K m_ubv_I = nan\n", + "M = 1.100 Msun T = 7122 K m_ubv_I = 14.71\n", + "M = 0.631 Msun T = nan K m_ubv_I = nan\n", + "M = 1.300 Msun T = 8203 K m_ubv_I = 13.93\n", + "M = 3.200 Msun T = 8462 K m_ubv_I = 24.72\n", + "M = 1.300 Msun T = 8186 K m_ubv_I = 13.91\n", + "M = 1.400 Msun T = 7439 K m_ubv_I = 24.69\n", + "M = 1.500 Msun T = 8186 K m_ubv_I = 13.01\n", + "M = 1.900 Msun T = 8197 K m_ubv_I = 24.25\n", + "M = 1.400 Msun T = 8353 K m_ubv_I = 13.49\n", + "M = 1.000 Msun T = 8008 K m_ubv_I = 12.93\n", + "M = 1.300 Msun T = 8186 K m_ubv_I = 13.91\n", + "M = 3.500 Msun T = 7720 K m_ubv_I = 24.93\n", + "M = 1.250 Msun T = 7745 K m_ubv_I = 14.52\n", + "M = 1.280 Msun T = 7867 K m_ubv_I = 14.49\n", + "M = 4.500 Msun T = 9122 K m_ubv_I = 24.38\n", + "M = 1.500 Msun T = 8003 K m_ubv_I = 12.92\n", + "M = 0.700 Msun T = 4039 K m_ubv_I = 17.41\n", + "M = 2.700 Msun T = 7456 K m_ubv_I = 24.69\n", + "M = 2.160 Msun T = 11886 K m_ubv_I = 12.80\n", + "M = 0.510 Msun T = 4230 K m_ubv_I = 18.52\n", + "M = 0.250 Msun T = 3732 K m_ubv_I = 20.28\n", + "M = 1.350 Msun T = nan K m_ubv_I = nan\n", + "M = 1.200 Msun T = 7750 K m_ubv_I = 14.36\n", + "M = 6.000 Msun T = 6940 K m_ubv_I = 24.91\n", + "M = 1.530 Msun T = 8322 K m_ubv_I = 13.08\n", + "M = 4.500 Msun T = 15639 K m_ubv_I = 10.39\n", + "M = 2.300 Msun T = 7302 K m_ubv_I = 24.47\n", + "M = 4.000 Msun T = 10615 K m_ubv_I = 24.32\n", + "M = 1.360 Msun T = 8930 K m_ubv_I = 14.00\n", + "M = 0.320 Msun T = 3787 K m_ubv_I = 19.84\n", + "M = 3.200 Msun T = 9927 K m_ubv_I = 24.28\n", + "M = 1.620 Msun T = 9464 K m_ubv_I = 13.67\n", + "M = 1.500 Msun T = 7959 K m_ubv_I = 12.90\n", + "M = 1.800 Msun T = 10985 K m_ubv_I = 13.63\n", + "M = 0.540 Msun T = nan K m_ubv_I = nan\n", + "M = 1.250 Msun T = 7735 K m_ubv_I = 14.52\n", + "M = 0.810 Msun T = nan K m_ubv_I = nan\n", + "M = 3.330 Msun T = 12121 K m_ubv_I = 10.44\n", + "M = 4.000 Msun T = 14110 K m_ubv_I = 10.15\n", + "M = 1.800 Msun T = 11016 K m_ubv_I = 13.63\n", + "M = 1.900 Msun T = 8337 K m_ubv_I = 23.85\n", + "M = 1.190 Msun T = nan K m_ubv_I = nan\n", + "M = 0.220 Msun T = 3700 K m_ubv_I = 20.52\n", + "M = 1.600 Msun T = 4338 K m_ubv_I = 8.13\n", + "M = 0.800 Msun T = 4616 K m_ubv_I = 16.71\n", + "M = 0.400 Msun T = 3899 K m_ubv_I = 19.34\n", + "M = 5.000 Msun T = 9191 K m_ubv_I = 24.38\n", + "M = 0.350 Msun T = 3818 K m_ubv_I = 19.66\n", + "M = 1.300 Msun T = 8270 K m_ubv_I = 14.02\n", + "M = 8.500 Msun T = 7081 K m_ubv_I = 23.48\n", + "M = 0.660 Msun T = 3809 K m_ubv_I = 17.73\n", + "M = 2.700 Msun T = 7456 K m_ubv_I = 24.69\n", + "M = 0.390 Msun T = 3880 K m_ubv_I = 19.41\n", + "M = 0.320 Msun T = nan K m_ubv_I = nan\n", + "M = 0.910 Msun T = 5251 K m_ubv_I = 16.05\n", + "M = 1.260 Msun T = nan K m_ubv_I = nan\n", + "M = 0.600 Msun T = 4611 K m_ubv_I = 17.78\n", + "M = 0.570 Msun T = nan K m_ubv_I = nan\n", + "M = 1.260 Msun T = 8137 K m_ubv_I = 14.24\n", + "M = 0.500 Msun T = nan K m_ubv_I = nan\n", + "M = 0.520 Msun T = 3001 K m_ubv_I = 19.14\n", + "M = 0.350 Msun T = nan K m_ubv_I = nan\n", + " Time taken: 111.65 seconds\n", + "Isochrone generation took 448.867211 s.\n" + ] + } + ], + "source": [ + "import spisea\n", + "from spisea import evolution, synthetic\n", + "import math\n", + "# Check if the evolution class works fine\n", + "iso1=synthetic.Isochrone_Binary(9.2, 0.0, 2000,\n", + " math.log10(0.1), mass_sampling=1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For a sanity check, we can see that the primaries, secondaries, and single stars have phasees of 5 or of 101 or 102 or 103 or -99. " + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import numpy as np\n", + "np.all([(x == 5 or x == 101 or x == 102 or\n", + " x == 103) for x in iso1.primaries['phase']])" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.all([(x == 5 or x == 101 or x == 102 or\n", + " x == 103) for x in iso1.singles['phase']])" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.all([(x == 5 or x == 101 or\n", + " x == -99 or x==102 or x==103) for x in iso1.secondaries['phase']])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Find the maximum, mean, and median values of logg (cgs) for primaries and secondaries accounting for NaNs in the columns. (For max we make NaNs the same as - infinity and for median and mean, we do not include them)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "9.294221355125417" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(iso1.singles['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "9.294221355125417" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(np.nan_to_num(iso1.primaries['logg'], -np.inf))" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "9.294186013434684" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(np.nan_to_num(iso1.secondaries['logg'], -np.inf))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now let's find the mean and median logg values for the single stars, secondary stars, and the primary stars" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "6.478614555246956" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(iso1.singles['logg'][np.where(~np.isnan(iso1.singles['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "6.829825080157124" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(iso1.primaries['logg'][np.where(~np.isnan(iso1.primaries['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5.360931066484793" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(iso1.secondaries['logg'][np.where(~np.isnan(iso1.secondaries['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "7.939597169306249" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median(iso1.singles['logg'][np.where(~np.isnan(iso1.singles['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "8.079390004361564" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median(iso1.primaries['logg'][np.where(~np.isnan(iso1.primaries['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.499390136742458" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median([x for x in iso1.secondaries['logg'] if np.isfinite(x)])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's make a histogram of log_g values for each table of the isochrone" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'logg in cgs')" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "findfont: Font family ['sans-serif'] not found. Falling back to DejaVu Sans.\n", + "findfont: Generic family 'sans-serif' not found because none of the following families were found: Bitstream Vera Sans\n", + "findfont: Font family ['sans-serif'] not found. Falling back to DejaVu Sans.\n", + "findfont: Generic family 'sans-serif' not found because none of the following families were found: Bitstream Vera Sans\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.title(\"Histogram of logg values (secondaries) of isochrone\")\n", + "plt.hist(np.array([x for x in iso1.secondaries['logg'] if np.isfinite(x)]), np.arange(0, 30, 1))\n", + "plt.xlabel(\"logg in cgs\")" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'logg in cgs')" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.title(\"Histogram of logg values (primaries) of isochrone\")\n", + "plt.hist(np.array([x for x in iso1.primaries['logg'] if np.isfinite(x)]), np.arange(0, 30, 1))\n", + "plt.xlabel(\"logg in cgs\")" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'logg in cgs')" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.title(\"Histogram of logg values single stars of isochrone\")\n", + "plt.hist(np.array([x for x in iso1.singles['logg'] if np.isfinite(x)]), np.arange(0, 30, 1))\n", + "plt.xlabel(\"logg in cgs\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For comparison, let's create a MIST v.1. isochrone phot using otherwise same parameters." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Isochrone generation took 77.300863 s.\n", + "Making photometry for isochrone: log(t) = 9.20 AKs = 0.00 dist = 2000\n", + " Starting at: 2021-08-13 14:01:03.255111 Usually takes ~5 minutes\n", + "Starting filter: ubv,U Elapsed time: 0.00 seconds\n", + "Starting synthetic photometry\n", + "M = 0.105 Msun T = 3386 K m_ubv_U = 28.04\n", + "M = 0.743 Msun T = 5692 K m_ubv_U = 17.86\n", + "M = 1.429 Msun T = 9088 K m_ubv_U = 13.51\n", + "M = 1.488 Msun T = 5358 K m_ubv_U = 13.80\n", + "M = 1.523 Msun T = 4066 K m_ubv_U = 11.90\n", + "M = 1.556 Msun T = 4981 K m_ubv_U = 12.18\n", + "M = 1.559 Msun T = 4269 K m_ubv_U = 11.67\n", + "M = 1.559 Msun T = 3883 K m_ubv_U = 12.10\n", + "M = 1.559 Msun T = 3952 K m_ubv_U = 11.99\n", + "M = 1.559 Msun T = 3806 K m_ubv_U = 12.28\n", + "M = 1.559 Msun T = 3654 K m_ubv_U = 12.69\n", + "M = 1.559 Msun T = 6746 K m_ubv_U = 6.91\n", + "M = 1.559 Msun T = 75219 K m_ubv_U = 10.65\n", + "M = 1.559 Msun T = 76344 K m_ubv_U = 17.61\n", + "Starting filter: ubv,B Elapsed time: 3.18 seconds\n", + "Starting synthetic photometry\n", + "M = 0.105 Msun T = 3386 K m_ubv_B = 26.51\n", + "M = 0.743 Msun T = 5692 K m_ubv_B = 17.98\n", + "M = 1.429 Msun T = 9088 K m_ubv_B = 13.47\n", + "M = 1.488 Msun T = 5358 K m_ubv_B = 13.80\n", + "M = 1.523 Msun T = 4066 K m_ubv_B = 10.61\n", + "M = 1.556 Msun T = 4981 K m_ubv_B = 12.00\n", + "M = 1.559 Msun T = 4269 K m_ubv_B = 10.71\n", + "M = 1.559 Msun T = 3883 K m_ubv_B = 10.46\n", + "M = 1.559 Msun T = 3952 K m_ubv_B = 10.47\n", + "M = 1.559 Msun T = 3806 K m_ubv_B = 10.50\n", + "M = 1.559 Msun T = 3654 K m_ubv_B = 10.66\n", + "M = 1.559 Msun T = 6746 K m_ubv_B = 7.30\n", + "M = 1.559 Msun T = 75219 K m_ubv_B = 11.81\n", + "M = 1.559 Msun T = 76344 K m_ubv_B = 18.78\n", + "Starting filter: ubv,V Elapsed time: 6.29 seconds\n", + "Starting synthetic photometry\n", + "M = 0.105 Msun T = 3386 K m_ubv_V = 24.75\n", + "M = 0.743 Msun T = 5692 K m_ubv_V = 17.35\n", + "M = 1.429 Msun T = 9088 K m_ubv_V = 13.41\n", + "M = 1.488 Msun T = 5358 K m_ubv_V = 13.08\n", + "M = 1.523 Msun T = 4066 K m_ubv_V = 9.20\n", + "M = 1.556 Msun T = 4981 K m_ubv_V = 11.15\n", + "M = 1.559 Msun T = 4269 K m_ubv_V = 9.45\n", + "M = 1.559 Msun T = 3883 K m_ubv_V = 8.90\n", + "M = 1.559 Msun T = 3952 K m_ubv_V = 8.96\n", + "M = 1.559 Msun T = 3806 K m_ubv_V = 8.86\n", + "M = 1.559 Msun T = 3654 K m_ubv_V = 8.89\n", + "M = 1.559 Msun T = 6746 K m_ubv_V = 6.81\n", + "M = 1.559 Msun T = 75219 K m_ubv_V = 12.15\n", + "M = 1.559 Msun T = 76344 K m_ubv_V = 19.12\n", + "Starting filter: ubv,R Elapsed time: 9.42 seconds\n", + "Starting synthetic photometry\n", + "M = 0.105 Msun T = 3386 K m_ubv_R = 23.82\n", + "M = 0.743 Msun T = 5692 K m_ubv_R = 17.01\n", + "M = 1.429 Msun T = 9088 K m_ubv_R = 13.39\n", + "M = 1.488 Msun T = 5358 K m_ubv_R = 12.71\n", + "M = 1.523 Msun T = 4066 K m_ubv_R = 8.53\n", + "M = 1.556 Msun T = 4981 K m_ubv_R = 10.72\n", + "M = 1.559 Msun T = 4269 K m_ubv_R = 8.86\n", + "M = 1.559 Msun T = 3883 K m_ubv_R = 8.15\n", + "M = 1.559 Msun T = 3952 K m_ubv_R = 8.25\n", + "M = 1.559 Msun T = 3806 K m_ubv_R = 8.07\n", + "M = 1.559 Msun T = 3654 K m_ubv_R = 8.02\n", + "M = 1.559 Msun T = 6746 K m_ubv_R = 6.53\n", + "M = 1.559 Msun T = 75219 K m_ubv_R = 12.27\n", + "M = 1.559 Msun T = 76344 K m_ubv_R = 19.24\n", + "Starting filter: ubv,I Elapsed time: 12.47 seconds\n", + "Starting synthetic photometry\n", + "M = 0.105 Msun T = 3386 K m_ubv_I = 22.45\n", + "M = 0.743 Msun T = 5692 K m_ubv_I = 16.56\n", + "M = 1.429 Msun T = 9088 K m_ubv_I = 13.36\n", + "M = 1.488 Msun T = 5358 K m_ubv_I = 12.20\n", + "M = 1.523 Msun T = 4066 K m_ubv_I = 7.63\n", + "M = 1.556 Msun T = 4981 K m_ubv_I = 10.12\n", + "M = 1.559 Msun T = 4269 K m_ubv_I = 8.05\n", + "M = 1.559 Msun T = 3883 K m_ubv_I = 7.15\n", + "M = 1.559 Msun T = 3952 K m_ubv_I = 7.29\n", + "M = 1.559 Msun T = 3806 K m_ubv_I = 7.03\n", + "M = 1.559 Msun T = 3654 K m_ubv_I = 6.84\n", + "M = 1.559 Msun T = 6746 K m_ubv_I = 6.19\n", + "M = 1.559 Msun T = 75219 K m_ubv_I = 12.56\n", + "M = 1.559 Msun T = 76344 K m_ubv_I = 19.53\n", + " Time taken: 15.52 seconds\n" + ] + } + ], + "source": [ + "iso2=synthetic.IsochronePhot(9.2, 0.0, 2000, math.log10(0.1), recomp=True) # New MIST v.1 isochrone for same metallicity" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Note: dist/10 pc = 200 for both of our isochrones and clusters" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Find the maximum logg of the isochrone and the distribution of logg values" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "7.938784080569296" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(iso2.points['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([519., 146., 185., 81., 227., 67., 21., 128., 0., 0., 0.,\n", + " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n", + " 0., 0., 0., 0., 0., 0., 0.]),\n", + " array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16,\n", + " 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29]),\n", + " )" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.xlabel(\"logg in cgs\")\n", + "plt.title(\"Histogram of logg values of stars in the MIST v1 isochrone\")\n", + "plt.hist(np.array([x for x in iso2.points['logg'] if np.isfinite(x)]), np.arange(0, 30, 1))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finding the log_g median and mean for the new isochrone" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2.0655075179623505" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median(iso2.points['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2.62397473907989" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(iso2.points['logg'])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we want to make clusters for both of these models. We want to compare stellar mass distributions of these clusters." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [], + "source": [ + "from spisea import imf\n", + "from spisea.imf import imf, multiplicity\n", + "from spisea import ifmr" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/u/ryotainagaki/Desktop/PyPopStar/spisea/synthetic.py:801: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify 'dtype=object' when creating the ndarray.\n", + " compMass = np.array([compMass[x] for x in indices])\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Creating Interpolator for: Teff\n", + "Creating Interpolator for: L\n", + "Creating Interpolator for: logg\n", + "Creating Interpolator for: isWR\n", + "Creating Interpolator for: mass_current\n", + "Creating Interpolator for: phase\n", + "Creating Interpolator for: m_ubv_U\n", + "Creating Interpolator for: m_ubv_V\n", + "Creating Interpolator for: m_ubv_B\n", + "Creating Interpolator for: m_ubv_R\n", + "Creating Interpolator for: m_ubv_I\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/table/table.py:3197: FutureWarning: elementwise == comparison failed and returning scalar instead; this will raise an error or perform elementwise comparison in the future.\n", + " result = self.as_array() == other\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 5235 stars out of mass range\n", + "Found 5931 companions out of stellar mass range\n" + ] + } + ], + "source": [ + "clus_1=synthetic.Cluster_w_Binaries(iso1,\n", + " imf.Kennicutt_1983(multiplicity=\n", + " multiplicity.MultiplicityResolvedDK()),\n", + " 200000, ifmr=ifmr.IFMR_Spera15())\n", + "clus_2=synthetic.ResolvedCluster(iso2,\n", + " imf.Kennicutt_1983(multiplicity=\n", + " multiplicity.MultiplicityResolvedDK()),\n", + " 200000, ifmr=ifmr.IFMR_Spera15())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, I plot the mass distribution of all non-compact remnant stars in both the MIST v.1 and the " + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "star_systems = clus_1.star_systems\n", + "companions = clus_1.companions\n", + "# prims as in \n", + "prims = [star_systems['mass_current'][x] for x in range(len(star_systems)) if star_systems['phase'][x] == 5]\n", + "companions = [companions['mass_current'][x] for x in range(len(companions)) if companions['phase'][x] == 5]" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "9.39728823833521" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(np.nan_to_num(companions))" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "star_systems2 = clus_2.star_systems\n", + "companions2 = clus_2.companions\n", + "plt.hist(np.array(prims+companions), 40, (0, 10),\n", + " density=True, histtype='step', label=\"BPASS\")\n", + "prims2 = [star_systems2['mass_current'][x] for x in range(len(star_systems2))\n", + " if (star_systems2['phase'][x] > -99)]\n", + "companions2 = [companions2['mass_current'][x] for x in range(len(companions2))\n", + " if star_systems2['phase'][x] > -99]\n", + "plt.hist(np.array(prims2+companions2), 40, (0, 10),\n", + " density=True, histtype='step', label=\"MISTv1\")\n", + "plt.xlabel(\"Current mass of the star in solar masses\")\n", + "plt.title(\"Normalized histogram of star masses in \\n\" +\n", + " \"BPASS and MISTv1 clusters (PDF) (binsize = 0.25 solar mass)\")\n", + "plt.xscale('log')\n", + "plt.yscale('log')\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "199463.77169444307" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "star_systems2['systemMass'].sum()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "astroconda", + "language": "python", + "name": "astroconda" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.10" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/Test_Plots/TestPlot_9.3_MIST_0.1.ipynb b/Test_Plots/TestPlot_9.3_MIST_0.1.ipynb new file mode 100755 index 00000000..a14a1616 --- /dev/null +++ b/Test_Plots/TestPlot_9.3_MIST_0.1.ipynb @@ -0,0 +1,2766 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Testing BPASS isochrone at $10^{9.3}$ Years of Age and Comparing MIST Models $0.1Z_{\\odot}$\n", + "In this BPASS isochrone and cluster plot, I go over the BPASS isochrone for $10^{9.3}$ years age, a tenth of solar metallicity, AKs=0.0, and distance of 1000 parsecs from Earth. From the isochrone and cluster, we discuss several plots such as the log_g frequency distribution of the isochrone, the color magnitude diagram (B-V vs M_V), and the current-mass luminosity relationship of the cluster." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "I use the MISTv.1 for comparison since only MISTv.1 and BPASS can account for non-solar metallicities." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## This is for tutorial as well as debugging and demonstration purposes." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/pysynphot/locations.py:345: UserWarning: Extinction files not found in /g/lu/models/cdbs/extinction\n", + " warnings.warn('Extinction files not found in %s' % (extdir, ))\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/pysynphot/refs.py:125: UserWarning: No thermal tables found, no thermal calculations can be performed. No files found for /g/lu/models/cdbs/mtab/*_tmt.fits\n", + " 'no thermal calculations can be performed. ' + str(e))\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "We found files from which we can create our isochrone\n", + "Evolution Models of potential saved isochrone and desired isochrone\n", + "BPASS\n", + "BPASS\n", + "Atmosphereic Models of potential saved isochrone and desired isochrone\n", + "get_merged_atmosphere\n", + "get_merged_atmosphere\n", + "Reddening Laws of potential saved isochrone and desired isochrone\n", + "N09\n", + "N09\n", + "We (re)compute\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/units/quantity.py:479: RuntimeWarning: invalid value encountered in true_divide\n", + " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n", + "/u/ryotainagaki/Desktop/PyPopStar/spisea/evolution.py:1807: RuntimeWarning: overflow encountered in power\n", + " (1 / cs.au) * un.m)\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/units/quantity.py:479: RuntimeWarning: divide by zero encountered in true_divide\n", + " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Changing to logg=5.00 for T= 26501 logg=5.93\n", + "Changing to logg=5.00 for T= 20895 logg=7.17\n", + "Changing to logg=2.50 for T= 12169 logg=1.95\n", + "Changing to logg=5.00 for T= 18919 logg=6.90\n", + "Changing to logg=5.00 for T= 21043 logg=7.20\n", + "Changing to logg=5.00 for T= 20406 logg=6.94\n", + "Changing to logg=5.00 for T= 20510 logg=7.13\n", + "Changing to logg=5.00 for T= 23300 logg=6.77\n", + "Changing to logg=5.00 for T= 21555 logg=7.08\n", + "Changing to logg=5.00 for T= 23700 logg=6.80\n", + "Changing to logg=5.00 for T= 19488 logg=6.97\n", + "Changing to T= 50000 for T= 73500 logg=5.90\n", + "Changing to logg=5.00 for T= 73500 logg=5.90\n", + "Changing to logg=5.00 for T= 21446 logg=6.93\n", + "Changing to logg=5.00 for T= 37166 logg=7.13\n", + "Changing to logg=5.00 for T= 20153 logg=6.92\n", + "Changing to logg=5.00 for T= 19976 logg=6.88\n", + "Changing to logg=2.00 for T= 9954 logg=1.62\n", + "Changing to logg=5.00 for T= 20685 logg=7.13\n", + "Changing to logg=5.00 for T= 20567 logg=6.98\n", + "Changing to logg=5.00 for T= 20815 logg=7.18\n", + "Changing to logg=5.00 for T= 21461 logg=7.15\n", + "Changing to logg=5.00 for T= 44356 logg=7.09\n", + "Changing to logg=5.00 for T= 19714 logg=6.96\n", + "Changing to logg=5.00 for T= 20066 logg=7.06\n", + "Changing to logg=5.00 for T= 20435 logg=7.07\n", + "Changing to logg=5.00 for T= 20714 logg=6.86\n", + "Changing to logg=5.00 for T= 20676 logg=6.93\n", + "Changing to logg=5.00 for T= 21459 logg=7.14\n", + "Changing to logg=5.00 for T= 21284 logg=7.20\n", + "Changing to logg=5.00 for T= 21261 logg=7.14\n", + "Changing to logg=5.00 for T= 19956 logg=6.89\n", + "Changing to logg=4.00 for T= 35409 logg=3.94\n", + "Changing to logg=5.00 for T= 18462 logg=6.81\n", + "Changing to logg=5.00 for T= 19952 logg=6.85\n", + "Changing to logg=5.00 for T= 20775 logg=7.05\n", + "Changing to T= 50000 for T= 70513 logg=5.98\n", + "Changing to logg=5.00 for T= 70513 logg=5.98\n", + "Changing to logg=5.00 for T= 19614 logg=6.94\n", + "Changing to logg=5.00 for T= 18710 logg=6.87\n", + "Changing to logg=5.00 for T= 19602 logg=6.96\n", + "Changing to logg=5.00 for T= 20735 logg=7.02\n", + "Changing to logg=5.00 for T= 20872 logg=7.00\n", + "Changing to logg=5.00 for T= 21822 logg=7.09\n", + "Changing to logg=5.00 for T= 22614 logg=7.26\n", + "Changing to logg=5.00 for T= 21031 logg=7.10\n", + "Changing to logg=5.00 for T= 19498 logg=6.97\n", + "Changing to logg=5.00 for T= 20536 logg=7.03\n", + "Changing to logg=5.00 for T= 20912 logg=6.93\n", + "Changing to logg=5.00 for T= 19610 logg=6.86\n", + "Changing to logg=5.00 for T= 19588 logg=6.92\n", + "Changing to logg=5.00 for T= 25718 logg=5.85\n", + "Changing to logg=5.00 for T= 19139 logg=6.85\n", + "Changing to logg=5.00 for T= 28452 logg=5.62\n", + "Changing to logg=5.00 for T= 20672 logg=6.94\n", + "Changing to T= 2300 for T= 923 logg=4.44\n", + "Changing to T= 2300 for T= 1847 logg=4.44\n", + "Changing to T= 2300 for T= 1847 logg=4.44\n", + "Changing to T= 2300 for T= 1385 logg=4.44\n", + "Changing to logg=5.00 for T= 26658 logg=5.98\n", + "Changing to logg=5.00 for T= 21534 logg=7.02\n", + "Changing to T= 2300 for T= 1847 logg=4.44\n", + "Changing to logg=1.50 for T= 8257 logg=1.39\n", + "Changing to logg=5.00 for T= 21461 logg=7.01\n", + "Changing to logg=5.00 for T= 19368 logg=6.97\n", + "Changing to logg=5.00 for T= 19555 logg=6.88\n", + "Changing to logg=5.00 for T= 19829 logg=6.92\n", + "Changing to logg=5.00 for T= 20381 logg=6.80\n", + "Changing to logg=5.00 for T= 26657 logg=5.96\n", + "Changing to T= 2300 for T= 1385 logg=4.44\n", + "Changing to T= 2300 for T= 1385 logg=4.44\n", + "Changing to T= 2300 for T= 1847 logg=4.44\n", + "Changing to logg=5.00 for T= 18965 logg=6.88\n", + "Changing to logg=5.00 for T= 39033 logg=7.06\n", + "Changing to T= 2300 for T= 462 logg=4.44\n", + "Changing to logg=5.00 for T= 21537 logg=7.12\n", + "Changing to T= 2300 for T= 1731 logg=4.44\n", + "Making photometry for isochrone: log(t) = 9.30 AKs = 0.00 dist = 1000\n", + " Starting at: 2021-08-13 11:58:51.121553 Usually takes ~5 minutes\n", + "Starting filter: ubv,U Elapsed time: 0.00 seconds\n", + "Starting synthetic photometry\n", + "M = 1.880 Msun T = 7184 K m_ubv_U = 23.29\n", + "M = 5.600 Msun T = 11196 K m_ubv_U = 23.56\n", + "M = 2.500 Msun T = 6513 K m_ubv_U = 24.27\n", + "M = 1.900 Msun T = 7208 K m_ubv_U = 23.28\n", + "M = 2.300 Msun T = 7302 K m_ubv_U = 23.87\n", + "M = 1.400 Msun T = 7845 K m_ubv_U = 12.04\n", + "M = 6.000 Msun T = 9065 K m_ubv_U = 23.08\n", + "M = 1.259 Msun T = nan K m_ubv_U = nan\n", + "M = 0.794 Msun T = 3090 K m_ubv_U = 27.96\n", + "M = 3.500 Msun T = 7006 K m_ubv_U = 24.24\n", + "M = 1.400 Msun T = 3090 K m_ubv_U = 27.98\n", + "M = 1.300 Msun T = 7894 K m_ubv_U = 12.64\n", + "M = 1.200 Msun T = 7708 K m_ubv_U = 13.14\n", + "M = 5.000 Msun T = 9201 K m_ubv_U = 23.67\n", + "M = 0.501 Msun T = nan K m_ubv_U = nan\n", + "M = 1.100 Msun T = 7689 K m_ubv_U = 22.87\n", + "M = 1.000 Msun T = 3090 K m_ubv_U = 27.95\n", + "M = 1.000 Msun T = nan K m_ubv_U = nan\n", + "M = 10.000 Msun T = nan K m_ubv_U = nan\n", + "M = 3.700 Msun T = 7845 K m_ubv_U = 23.94\n", + "M = 1.400 Msun T = 3090 K m_ubv_U = 28.08\n", + "M = 1.200 Msun T = 7701 K m_ubv_U = 13.14\n", + "M = 2.100 Msun T = 7176 K m_ubv_U = 24.17\n", + "M = 0.398 Msun T = nan K m_ubv_U = nan\n", + "M = 0.631 Msun T = 3090 K m_ubv_U = 27.89\n", + "M = 1.000 Msun T = 6624 K m_ubv_U = 14.38\n", + "M = 1.200 Msun T = 7711 K m_ubv_U = 13.15\n", + "M = 4.000 Msun T = 6069 K m_ubv_U = 24.78\n", + "M = 5.500 Msun T = 10998 K m_ubv_U = 23.56\n", + "M = 2.000 Msun T = 6773 K m_ubv_U = 23.70\n", + "M = 1.400 Msun T = 7845 K m_ubv_U = 12.04\n", + "M = 3.200 Msun T = 5883 K m_ubv_U = 24.71\n", + "M = 2.500 Msun T = 6512 K m_ubv_U = 24.27\n", + "M = 0.631 Msun T = nan K m_ubv_U = nan\n", + "M = 0.631 Msun T = nan K m_ubv_U = nan\n", + "M = 2.000 Msun T = 6779 K m_ubv_U = 23.70\n", + "M = 2.700 Msun T = 6876 K m_ubv_U = 24.07\n", + "M = 1.000 Msun T = nan K m_ubv_U = nan\n", + "M = 1.500 Msun T = 4189 K m_ubv_U = 10.23\n", + "M = 4.000 Msun T = 6101 K m_ubv_U = 24.75\n", + "M = 1.259 Msun T = 3090 K m_ubv_U = 28.01\n", + "M = 1.200 Msun T = 7711 K m_ubv_U = 13.15\n", + "M = 0.631 Msun T = nan K m_ubv_U = nan\n", + "M = 1.300 Msun T = 7894 K m_ubv_U = 12.64\n", + "M = 4.500 Msun T = 8480 K m_ubv_U = 23.18\n", + "M = 1.500 Msun T = 4190 K m_ubv_U = 10.23\n", + "M = 4.000 Msun T = 9482 K m_ubv_U = 22.81\n", + "M = 1.500 Msun T = 4190 K m_ubv_U = 10.23\n", + "M = 6.000 Msun T = 9388 K m_ubv_U = 22.94\n", + "M = 2.300 Msun T = 7086 K m_ubv_U = 24.20\n", + "M = 1.250 Msun T = 7745 K m_ubv_U = 13.47\n", + "M = 0.190 Msun T = 3648 K m_ubv_U = 23.99\n", + "M = 0.460 Msun T = nan K m_ubv_U = nan\n", + "M = 0.280 Msun T = 3757 K m_ubv_U = 22.94\n", + "M = 4.800 Msun T = 16664 K m_ubv_U = 7.45\n", + "M = 2.700 Msun T = 6879 K m_ubv_U = 24.07\n", + "M = 4.000 Msun T = 6171 K m_ubv_U = 24.70\n", + "M = 1.400 Msun T = 8622 K m_ubv_U = 13.01\n", + "M = 0.800 Msun T = 5792 K m_ubv_U = 15.93\n", + "M = 0.130 Msun T = 3424 K m_ubv_U = 25.74\n", + "M = 1.080 Msun T = 7016 K m_ubv_U = 13.96\n", + "M = 0.500 Msun T = 4193 K m_ubv_U = 20.57\n", + "M = 3.700 Msun T = 5666 K m_ubv_U = 25.10\n", + "M = 0.660 Msun T = nan K m_ubv_U = nan\n", + "M = 3.000 Msun T = 7114 K m_ubv_U = 23.95\n", + "M = 2.100 Msun T = 6393 K m_ubv_U = 24.14\n", + "M = 3.500 Msun T = 6267 K m_ubv_U = 24.64\n", + "M = 0.370 Msun T = nan K m_ubv_U = nan\n", + "M = 1.000 Msun T = 6647 K m_ubv_U = 14.31\n", + "M = 0.600 Msun T = 3462 K m_ubv_U = 21.71\n", + "M = 0.840 Msun T = nan K m_ubv_U = nan\n", + "M = 4.500 Msun T = 8452 K m_ubv_U = 23.08\n", + "M = 4.000 Msun T = 6231 K m_ubv_U = 24.66\n", + "M = 0.800 Msun T = 5565 K m_ubv_U = 16.25\n", + "M = 0.360 Msun T = 3832 K m_ubv_U = 22.27\n", + "M = 3.200 Msun T = 13480 K m_ubv_U = 9.28\n", + "M = 3.850 Msun T = 18031 K m_ubv_U = 9.29\n", + "M = 1.200 Msun T = 7521 K m_ubv_U = 13.58\n", + "M = 0.140 Msun T = 3478 K m_ubv_U = 25.31\n", + "M = 2.880 Msun T = 10229 K m_ubv_U = 9.11\n", + "M = 1.500 Msun T = 9385 K m_ubv_U = 12.58\n", + "M = 2.100 Msun T = 6393 K m_ubv_U = 24.14\n", + "M = 1.700 Msun T = 12866 K m_ubv_U = 19.47\n", + "M = 0.200 Msun T = 3668 K m_ubv_U = 23.82\n", + "M = 1.350 Msun T = 8379 K m_ubv_U = 13.11\n", + "M = 2.100 Msun T = 6393 K m_ubv_U = 24.14\n", + "M = 1.200 Msun T = 7746 K m_ubv_U = 13.37\n", + "M = 2.400 Msun T = 12858 K m_ubv_U = 10.78\n", + "M = 3.000 Msun T = 7114 K m_ubv_U = 23.95\n", + "M = 0.360 Msun T = 3832 K m_ubv_U = 22.27\n", + "M = 2.700 Msun T = 6871 K m_ubv_U = 24.07\n", + "M = 0.260 Msun T = 3742 K m_ubv_U = 23.11\n", + "M = 3.150 Msun T = 13065 K m_ubv_U = 8.74\n", + "M = 1.200 Msun T = 7753 K m_ubv_U = 13.37\n", + "M = 2.800 Msun T = 10739 K m_ubv_U = 9.02\n", + "M = 0.450 Msun T = 4028 K m_ubv_U = 21.24\n", + "M = 2.400 Msun T = 11555 K m_ubv_U = 9.71\n", + "M = 0.690 Msun T = nan K m_ubv_U = nan\n", + "Starting filter: ubv,V Elapsed time: 22.19 seconds\n", + "Starting synthetic photometry\n", + "M = 1.880 Msun T = 7184 K m_ubv_V = 23.31\n", + "M = 5.600 Msun T = 11196 K m_ubv_V = 24.25\n", + "M = 2.500 Msun T = 6513 K m_ubv_V = 24.09\n", + "M = 1.900 Msun T = 7208 K m_ubv_V = 23.31\n", + "M = 2.300 Msun T = 7302 K m_ubv_V = 23.93\n", + "M = 1.400 Msun T = 7845 K m_ubv_V = 11.82\n", + "M = 6.000 Msun T = 9065 K m_ubv_V = 23.49\n", + "M = 1.259 Msun T = nan K m_ubv_V = nan\n", + "M = 0.794 Msun T = 3090 K m_ubv_V = 24.51\n", + "M = 3.500 Msun T = 7006 K m_ubv_V = 24.21\n", + "M = 1.400 Msun T = 3090 K m_ubv_V = 24.51\n", + "M = 1.300 Msun T = 7894 K m_ubv_V = 12.44\n", + "M = 1.200 Msun T = 7708 K m_ubv_V = 12.96\n", + "M = 5.000 Msun T = 9201 K m_ubv_V = 24.10\n", + "M = 0.501 Msun T = nan K m_ubv_V = nan\n", + "M = 1.100 Msun T = 7689 K m_ubv_V = 23.01\n", + "M = 1.000 Msun T = 3090 K m_ubv_V = 24.51\n", + "M = 1.000 Msun T = nan K m_ubv_V = nan\n", + "M = 10.000 Msun T = nan K m_ubv_V = nan\n", + "M = 3.700 Msun T = 7845 K m_ubv_V = 24.12\n", + "M = 1.400 Msun T = 3090 K m_ubv_V = 24.51\n", + "M = 1.200 Msun T = 7701 K m_ubv_V = 12.95\n", + "M = 2.100 Msun T = 7176 K m_ubv_V = 24.19\n", + "M = 0.398 Msun T = nan K m_ubv_V = nan\n", + "M = 0.631 Msun T = 3090 K m_ubv_V = 24.51\n", + "M = 1.000 Msun T = 6624 K m_ubv_V = 14.18\n", + "M = 1.200 Msun T = 7711 K m_ubv_V = 12.96\n", + "M = 4.000 Msun T = 6069 K m_ubv_V = 24.45\n", + "M = 5.500 Msun T = 10998 K m_ubv_V = 24.23\n", + "M = 2.000 Msun T = 6773 K m_ubv_V = 23.61\n", + "M = 1.400 Msun T = 7845 K m_ubv_V = 11.82\n", + "M = 3.200 Msun T = 5883 K m_ubv_V = 24.31\n", + "M = 2.500 Msun T = 6512 K m_ubv_V = 24.09\n", + "M = 0.631 Msun T = nan K m_ubv_V = nan\n", + "M = 0.631 Msun T = nan K m_ubv_V = nan\n", + "M = 2.000 Msun T = 6779 K m_ubv_V = 23.61\n", + "M = 2.700 Msun T = 6876 K m_ubv_V = 24.01\n", + "M = 1.000 Msun T = nan K m_ubv_V = nan\n", + "M = 1.500 Msun T = 4189 K m_ubv_V = 7.79\n", + "M = 4.000 Msun T = 6101 K m_ubv_V = 24.44\n", + "M = 1.259 Msun T = 3090 K m_ubv_V = 24.51\n", + "M = 1.200 Msun T = 7711 K m_ubv_V = 12.96\n", + "M = 0.631 Msun T = nan K m_ubv_V = nan\n", + "M = 1.300 Msun T = 7894 K m_ubv_V = 12.44\n", + "M = 4.500 Msun T = 8480 K m_ubv_V = 23.49\n", + "M = 1.500 Msun T = 4190 K m_ubv_V = 7.79\n", + "M = 4.000 Msun T = 9482 K m_ubv_V = 23.29\n", + "M = 1.500 Msun T = 4190 K m_ubv_V = 7.79\n", + "M = 6.000 Msun T = 9388 K m_ubv_V = 23.40\n", + "M = 2.300 Msun T = 7086 K m_ubv_V = 24.20\n", + "M = 1.250 Msun T = 7745 K m_ubv_V = 13.30\n", + "M = 0.190 Msun T = 3648 K m_ubv_V = 21.32\n", + "M = 0.460 Msun T = nan K m_ubv_V = nan\n", + "M = 0.280 Msun T = 3757 K m_ubv_V = 20.45\n", + "M = 4.800 Msun T = 16664 K m_ubv_V = 8.23\n", + "M = 2.700 Msun T = 6879 K m_ubv_V = 24.01\n", + "M = 4.000 Msun T = 6171 K m_ubv_V = 24.41\n", + "M = 1.400 Msun T = 8622 K m_ubv_V = 12.86\n", + "M = 0.800 Msun T = 5792 K m_ubv_V = 15.48\n", + "M = 0.130 Msun T = 3424 K m_ubv_V = 22.60\n", + "M = 1.080 Msun T = 7016 K m_ubv_V = 13.79\n", + "M = 0.500 Msun T = 4193 K m_ubv_V = 18.63\n", + "M = 3.700 Msun T = 5666 K m_ubv_V = 24.61\n", + "M = 0.660 Msun T = nan K m_ubv_V = nan\n", + "M = 3.000 Msun T = 7114 K m_ubv_V = 23.96\n", + "M = 2.100 Msun T = 6393 K m_ubv_V = 23.92\n", + "M = 3.500 Msun T = 6267 K m_ubv_V = 24.38\n", + "M = 0.370 Msun T = nan K m_ubv_V = nan\n", + "M = 1.000 Msun T = 6647 K m_ubv_V = 14.12\n", + "M = 0.600 Msun T = 3462 K m_ubv_V = 18.92\n", + "M = 0.840 Msun T = nan K m_ubv_V = nan\n", + "M = 4.500 Msun T = 8452 K m_ubv_V = 23.39\n", + "M = 4.000 Msun T = 6231 K m_ubv_V = 24.39\n", + "M = 0.800 Msun T = 5565 K m_ubv_V = 15.65\n", + "M = 0.360 Msun T = 3832 K m_ubv_V = 19.90\n", + "M = 3.200 Msun T = 13480 K m_ubv_V = 9.80\n", + "M = 3.850 Msun T = 18031 K m_ubv_V = 10.11\n", + "M = 1.200 Msun T = 7521 K m_ubv_V = 13.41\n", + "M = 0.140 Msun T = 3478 K m_ubv_V = 22.30\n", + "M = 2.880 Msun T = 10229 K m_ubv_V = 9.25\n", + "M = 1.500 Msun T = 9385 K m_ubv_V = 12.52\n", + "M = 2.100 Msun T = 6393 K m_ubv_V = 23.92\n", + "M = 1.700 Msun T = 12866 K m_ubv_V = 20.30\n", + "M = 0.200 Msun T = 3668 K m_ubv_V = 21.18\n", + "M = 1.350 Msun T = 8379 K m_ubv_V = 12.95\n", + "M = 2.100 Msun T = 6393 K m_ubv_V = 23.92\n", + "M = 1.200 Msun T = 7746 K m_ubv_V = 13.20\n", + "M = 2.400 Msun T = 12858 K m_ubv_V = 11.21\n", + "M = 3.000 Msun T = 7114 K m_ubv_V = 23.96\n", + "M = 0.360 Msun T = 3832 K m_ubv_V = 19.90\n", + "M = 2.700 Msun T = 6871 K m_ubv_V = 24.01\n", + "M = 0.260 Msun T = 3742 K m_ubv_V = 20.60\n", + "M = 3.150 Msun T = 13065 K m_ubv_V = 9.24\n", + "M = 1.200 Msun T = 7753 K m_ubv_V = 13.20\n", + "M = 2.800 Msun T = 10739 K m_ubv_V = 9.25\n", + "M = 0.450 Msun T = 4028 K m_ubv_V = 19.13\n", + "M = 2.400 Msun T = 11555 K m_ubv_V = 10.04\n", + "M = 0.690 Msun T = nan K m_ubv_V = nan\n", + "Starting filter: ubv,B Elapsed time: 44.14 seconds\n", + "Starting synthetic photometry\n", + "M = 1.880 Msun T = 7184 K m_ubv_B = 23.74\n", + "M = 5.600 Msun T = 11196 K m_ubv_B = 24.34\n", + "M = 2.500 Msun T = 6513 K m_ubv_B = 24.62\n", + "M = 1.900 Msun T = 7208 K m_ubv_B = 23.73\n", + "M = 2.300 Msun T = 7302 K m_ubv_B = 24.34\n", + "M = 1.400 Msun T = 7845 K m_ubv_B = 12.01\n", + "M = 6.000 Msun T = 9065 K m_ubv_B = 23.72\n", + "M = 1.259 Msun T = nan K m_ubv_B = nan\n", + "M = 0.794 Msun T = 3090 K m_ubv_B = 26.37\n", + "M = 3.500 Msun T = 7006 K m_ubv_B = 24.67\n", + "M = 1.400 Msun T = 3090 K m_ubv_B = 26.37\n", + "M = 1.300 Msun T = 7894 K m_ubv_B = 12.64\n", + "M = 1.200 Msun T = 7708 K m_ubv_B = 13.18\n", + "M = 5.000 Msun T = 9201 K m_ubv_B = 24.32\n", + "M = 0.501 Msun T = nan K m_ubv_B = nan\n", + "M = 1.100 Msun T = 7689 K m_ubv_B = 23.38\n", + "M = 1.000 Msun T = 3090 K m_ubv_B = 26.37\n", + "M = 1.000 Msun T = nan K m_ubv_B = nan\n", + "M = 10.000 Msun T = nan K m_ubv_B = nan\n", + "M = 3.700 Msun T = 7845 K m_ubv_B = 24.47\n", + "M = 1.400 Msun T = 3090 K m_ubv_B = 26.40\n", + "M = 1.200 Msun T = 7701 K m_ubv_B = 13.18\n", + "M = 2.100 Msun T = 7176 K m_ubv_B = 24.62\n", + "M = 0.398 Msun T = nan K m_ubv_B = nan\n", + "M = 0.631 Msun T = 3090 K m_ubv_B = 26.35\n", + "M = 1.000 Msun T = 6624 K m_ubv_B = 14.58\n", + "M = 1.200 Msun T = 7711 K m_ubv_B = 13.19\n", + "M = 4.000 Msun T = 6069 K m_ubv_B = 25.05\n", + "M = 5.500 Msun T = 10998 K m_ubv_B = 24.33\n", + "M = 2.000 Msun T = 6773 K m_ubv_B = 24.10\n", + "M = 1.400 Msun T = 7845 K m_ubv_B = 12.01\n", + "M = 3.200 Msun T = 5883 K m_ubv_B = 24.95\n", + "M = 2.500 Msun T = 6512 K m_ubv_B = 24.62\n", + "M = 0.631 Msun T = nan K m_ubv_B = nan\n", + "M = 0.631 Msun T = nan K m_ubv_B = nan\n", + "M = 2.000 Msun T = 6779 K m_ubv_B = 24.10\n", + "M = 2.700 Msun T = 6876 K m_ubv_B = 24.48\n", + "M = 1.000 Msun T = nan K m_ubv_B = nan\n", + "M = 1.500 Msun T = 4189 K m_ubv_B = 9.12\n", + "M = 4.000 Msun T = 6101 K m_ubv_B = 25.04\n", + "M = 1.259 Msun T = 3090 K m_ubv_B = 26.38\n", + "M = 1.200 Msun T = 7711 K m_ubv_B = 13.19\n", + "M = 0.631 Msun T = nan K m_ubv_B = nan\n", + "M = 1.300 Msun T = 7894 K m_ubv_B = 12.64\n", + "M = 4.500 Msun T = 8480 K m_ubv_B = 23.77\n", + "M = 1.500 Msun T = 4190 K m_ubv_B = 9.12\n", + "M = 4.000 Msun T = 9482 K m_ubv_B = 23.49\n", + "M = 1.500 Msun T = 4190 K m_ubv_B = 9.12\n", + "M = 6.000 Msun T = 9388 K m_ubv_B = 23.61\n", + "M = 2.300 Msun T = 7086 K m_ubv_B = 24.64\n", + "M = 1.250 Msun T = 7745 K m_ubv_B = 13.54\n", + "M = 0.190 Msun T = 3648 K m_ubv_B = 22.87\n", + "M = 0.460 Msun T = nan K m_ubv_B = nan\n", + "M = 0.280 Msun T = 3757 K m_ubv_B = 21.93\n", + "M = 4.800 Msun T = 16664 K m_ubv_B = 8.06\n", + "M = 2.700 Msun T = 6879 K m_ubv_B = 24.48\n", + "M = 4.000 Msun T = 6171 K m_ubv_B = 25.00\n", + "M = 1.400 Msun T = 8622 K m_ubv_B = 12.98\n", + "M = 0.800 Msun T = 5792 K m_ubv_B = 16.08\n", + "M = 0.130 Msun T = 3424 K m_ubv_B = 24.32\n", + "M = 1.080 Msun T = 7016 K m_ubv_B = 14.12\n", + "M = 0.500 Msun T = 4193 K m_ubv_B = 19.84\n", + "M = 3.700 Msun T = 5666 K m_ubv_B = 25.30\n", + "M = 0.660 Msun T = nan K m_ubv_B = nan\n", + "M = 3.000 Msun T = 7114 K m_ubv_B = 24.40\n", + "M = 2.100 Msun T = 6393 K m_ubv_B = 24.47\n", + "M = 3.500 Msun T = 6267 K m_ubv_B = 24.96\n", + "M = 0.370 Msun T = nan K m_ubv_B = nan\n", + "M = 1.000 Msun T = 6647 K m_ubv_B = 14.51\n", + "M = 0.600 Msun T = 3462 K m_ubv_B = 20.55\n", + "M = 0.840 Msun T = nan K m_ubv_B = nan\n", + "M = 4.500 Msun T = 8452 K m_ubv_B = 23.67\n", + "M = 4.000 Msun T = 6231 K m_ubv_B = 24.97\n", + "M = 0.800 Msun T = 5565 K m_ubv_B = 16.33\n", + "M = 0.360 Msun T = 3832 K m_ubv_B = 21.33\n", + "M = 3.200 Msun T = 13480 K m_ubv_B = 9.69\n", + "M = 3.850 Msun T = 18031 K m_ubv_B = 9.94\n", + "M = 1.200 Msun T = 7521 K m_ubv_B = 13.67\n", + "M = 0.140 Msun T = 3478 K m_ubv_B = 23.98\n", + "M = 2.880 Msun T = 10229 K m_ubv_B = 9.21\n", + "M = 1.500 Msun T = 9385 K m_ubv_B = 12.57\n", + "M = 2.100 Msun T = 6393 K m_ubv_B = 24.47\n", + "M = 1.700 Msun T = 12866 K m_ubv_B = 20.32\n", + "M = 0.200 Msun T = 3668 K m_ubv_B = 22.72\n", + "M = 1.350 Msun T = 8379 K m_ubv_B = 13.10\n", + "M = 2.100 Msun T = 6393 K m_ubv_B = 24.47\n", + "M = 1.200 Msun T = 7746 K m_ubv_B = 13.42\n", + "M = 2.400 Msun T = 12858 K m_ubv_B = 11.12\n", + "M = 3.000 Msun T = 7114 K m_ubv_B = 24.40\n", + "M = 0.360 Msun T = 3832 K m_ubv_B = 21.33\n", + "M = 2.700 Msun T = 6871 K m_ubv_B = 24.48\n", + "M = 0.260 Msun T = 3742 K m_ubv_B = 22.09\n", + "M = 3.150 Msun T = 13065 K m_ubv_B = 9.13\n", + "M = 1.200 Msun T = 7753 K m_ubv_B = 13.42\n", + "M = 2.800 Msun T = 10739 K m_ubv_B = 9.18\n", + "M = 0.450 Msun T = 4028 K m_ubv_B = 20.42\n", + "M = 2.400 Msun T = 11555 K m_ubv_B = 9.96\n", + "M = 0.690 Msun T = nan K m_ubv_B = nan\n", + "Starting filter: ubv,R Elapsed time: 66.19 seconds\n", + "Starting synthetic photometry\n", + "M = 1.880 Msun T = 7184 K m_ubv_R = 23.06\n", + "M = 5.600 Msun T = 11196 K m_ubv_R = 24.17\n", + "M = 2.500 Msun T = 6513 K m_ubv_R = 23.79\n", + "M = 1.900 Msun T = 7208 K m_ubv_R = 23.06\n", + "M = 2.300 Msun T = 7302 K m_ubv_R = 23.69\n", + "M = 1.400 Msun T = 7845 K m_ubv_R = 11.72\n", + "M = 6.000 Msun T = 9065 K m_ubv_R = 23.34\n", + "M = 1.259 Msun T = nan K m_ubv_R = nan\n", + "M = 0.794 Msun T = 3090 K m_ubv_R = 23.51\n", + "M = 3.500 Msun T = 7006 K m_ubv_R = 23.95\n", + "M = 1.400 Msun T = 3090 K m_ubv_R = 23.51\n", + "M = 1.300 Msun T = 7894 K m_ubv_R = 12.34\n", + "M = 1.200 Msun T = 7708 K m_ubv_R = 12.83\n", + "M = 5.000 Msun T = 9201 K m_ubv_R = 23.96\n", + "M = 0.501 Msun T = nan K m_ubv_R = nan\n", + "M = 1.100 Msun T = 7689 K m_ubv_R = 22.80\n", + "M = 1.000 Msun T = 3090 K m_ubv_R = 23.51\n", + "M = 1.000 Msun T = nan K m_ubv_R = nan\n", + "M = 10.000 Msun T = nan K m_ubv_R = nan\n", + "M = 3.700 Msun T = 7845 K m_ubv_R = 23.91\n", + "M = 1.400 Msun T = 3090 K m_ubv_R = 23.50\n", + "M = 1.200 Msun T = 7701 K m_ubv_R = 12.83\n", + "M = 2.100 Msun T = 7176 K m_ubv_R = 23.94\n", + "M = 0.398 Msun T = nan K m_ubv_R = nan\n", + "M = 0.631 Msun T = 3090 K m_ubv_R = 23.51\n", + "M = 1.000 Msun T = 6624 K m_ubv_R = 13.95\n", + "M = 1.200 Msun T = 7711 K m_ubv_R = 12.84\n", + "M = 4.000 Msun T = 6069 K m_ubv_R = 24.10\n", + "M = 5.500 Msun T = 10998 K m_ubv_R = 24.14\n", + "M = 2.000 Msun T = 6773 K m_ubv_R = 23.33\n", + "M = 1.400 Msun T = 7845 K m_ubv_R = 11.72\n", + "M = 3.200 Msun T = 5883 K m_ubv_R = 23.95\n", + "M = 2.500 Msun T = 6512 K m_ubv_R = 23.79\n", + "M = 0.631 Msun T = nan K m_ubv_R = nan\n", + "M = 0.631 Msun T = nan K m_ubv_R = nan\n", + "M = 2.000 Msun T = 6779 K m_ubv_R = 23.33\n", + "M = 2.700 Msun T = 6876 K m_ubv_R = 23.73\n", + "M = 1.000 Msun T = nan K m_ubv_R = nan\n", + "M = 1.500 Msun T = 4189 K m_ubv_R = 7.17\n", + "M = 4.000 Msun T = 6101 K m_ubv_R = 24.10\n", + "M = 1.259 Msun T = 3090 K m_ubv_R = 23.51\n", + "M = 1.200 Msun T = 7711 K m_ubv_R = 12.84\n", + "M = 0.631 Msun T = nan K m_ubv_R = nan\n", + "M = 1.300 Msun T = 7894 K m_ubv_R = 12.34\n", + "M = 4.500 Msun T = 8480 K m_ubv_R = 23.31\n", + "M = 1.500 Msun T = 4190 K m_ubv_R = 7.17\n", + "M = 4.000 Msun T = 9482 K m_ubv_R = 23.16\n", + "M = 1.500 Msun T = 4190 K m_ubv_R = 7.17\n", + "M = 6.000 Msun T = 9388 K m_ubv_R = 23.27\n", + "M = 2.300 Msun T = 7086 K m_ubv_R = 23.94\n", + "M = 1.250 Msun T = 7745 K m_ubv_R = 13.18\n", + "M = 0.190 Msun T = 3648 K m_ubv_R = 20.48\n", + "M = 0.460 Msun T = nan K m_ubv_R = nan\n", + "M = 0.280 Msun T = 3757 K m_ubv_R = 19.64\n", + "M = 4.800 Msun T = 16664 K m_ubv_R = 8.29\n", + "M = 2.700 Msun T = 6879 K m_ubv_R = 23.73\n", + "M = 4.000 Msun T = 6171 K m_ubv_R = 24.08\n", + "M = 1.400 Msun T = 8622 K m_ubv_R = 12.81\n", + "M = 0.800 Msun T = 5792 K m_ubv_R = 15.15\n", + "M = 0.130 Msun T = 3424 K m_ubv_R = 21.69\n", + "M = 1.080 Msun T = 7016 K m_ubv_R = 13.59\n", + "M = 0.500 Msun T = 4193 K m_ubv_R = 17.95\n", + "M = 3.700 Msun T = 5666 K m_ubv_R = 24.22\n", + "M = 0.660 Msun T = nan K m_ubv_R = nan\n", + "M = 3.000 Msun T = 7114 K m_ubv_R = 23.70\n", + "M = 2.100 Msun T = 6393 K m_ubv_R = 23.61\n", + "M = 3.500 Msun T = 6267 K m_ubv_R = 24.06\n", + "M = 0.370 Msun T = nan K m_ubv_R = nan\n", + "M = 1.000 Msun T = 6647 K m_ubv_R = 13.89\n", + "M = 0.600 Msun T = 3462 K m_ubv_R = 18.04\n", + "M = 0.840 Msun T = nan K m_ubv_R = nan\n", + "M = 4.500 Msun T = 8452 K m_ubv_R = 23.21\n", + "M = 4.000 Msun T = 6231 K m_ubv_R = 24.07\n", + "M = 0.800 Msun T = 5565 K m_ubv_R = 15.30\n", + "M = 0.360 Msun T = 3832 K m_ubv_R = 19.12\n", + "M = 3.200 Msun T = 13480 K m_ubv_R = 9.84\n", + "M = 3.850 Msun T = 18031 K m_ubv_R = 10.18\n", + "M = 1.200 Msun T = 7521 K m_ubv_R = 13.27\n", + "M = 0.140 Msun T = 3478 K m_ubv_R = 21.41\n", + "M = 2.880 Msun T = 10229 K m_ubv_R = 9.27\n", + "M = 1.500 Msun T = 9385 K m_ubv_R = 12.51\n", + "M = 2.100 Msun T = 6393 K m_ubv_R = 23.61\n", + "M = 1.700 Msun T = 12866 K m_ubv_R = 20.25\n", + "M = 0.200 Msun T = 3668 K m_ubv_R = 20.35\n", + "M = 1.350 Msun T = 8379 K m_ubv_R = 12.88\n", + "M = 2.100 Msun T = 6393 K m_ubv_R = 23.61\n", + "M = 1.200 Msun T = 7746 K m_ubv_R = 13.07\n", + "M = 2.400 Msun T = 12858 K m_ubv_R = 11.25\n", + "M = 3.000 Msun T = 7114 K m_ubv_R = 23.70\n", + "M = 0.360 Msun T = 3832 K m_ubv_R = 19.12\n", + "M = 2.700 Msun T = 6871 K m_ubv_R = 23.73\n", + "M = 0.260 Msun T = 3742 K m_ubv_R = 19.79\n", + "M = 3.150 Msun T = 13065 K m_ubv_R = 9.28\n", + "M = 1.200 Msun T = 7753 K m_ubv_R = 13.07\n", + "M = 2.800 Msun T = 10739 K m_ubv_R = 9.26\n", + "M = 0.450 Msun T = 4028 K m_ubv_R = 18.40\n", + "M = 2.400 Msun T = 11555 K m_ubv_R = 10.06\n", + "M = 0.690 Msun T = nan K m_ubv_R = nan\n", + "Starting filter: ubv,I Elapsed time: 88.47 seconds\n", + "Starting synthetic photometry\n", + "M = 1.880 Msun T = 7184 K m_ubv_I = 22.77\n", + "M = 5.600 Msun T = 11196 K m_ubv_I = 24.14\n", + "M = 2.500 Msun T = 6513 K m_ubv_I = 23.42\n", + "M = 1.900 Msun T = 7208 K m_ubv_I = 22.77\n", + "M = 2.300 Msun T = 7302 K m_ubv_I = 23.41\n", + "M = 1.400 Msun T = 7845 K m_ubv_I = 11.58\n", + "M = 6.000 Msun T = 9065 K m_ubv_I = 23.20\n", + "M = 1.259 Msun T = nan K m_ubv_I = nan\n", + "M = 0.794 Msun T = 3090 K m_ubv_I = 21.81\n", + "M = 3.500 Msun T = 7006 K m_ubv_I = 23.64\n", + "M = 1.400 Msun T = 3090 K m_ubv_I = 21.81\n", + "M = 1.300 Msun T = 7894 K m_ubv_I = 12.21\n", + "M = 1.200 Msun T = 7708 K m_ubv_I = 12.67\n", + "M = 5.000 Msun T = 9201 K m_ubv_I = 23.83\n", + "M = 0.501 Msun T = nan K m_ubv_I = nan\n", + "M = 1.100 Msun T = 7689 K m_ubv_I = 22.56\n", + "M = 1.000 Msun T = 3090 K m_ubv_I = 21.81\n", + "M = 1.000 Msun T = nan K m_ubv_I = nan\n", + "M = 10.000 Msun T = nan K m_ubv_I = nan\n", + "M = 3.700 Msun T = 7845 K m_ubv_I = 23.68\n", + "M = 1.400 Msun T = 3090 K m_ubv_I = 21.80\n", + "M = 1.200 Msun T = 7701 K m_ubv_I = 12.66\n", + "M = 2.100 Msun T = 7176 K m_ubv_I = 23.65\n", + "M = 0.398 Msun T = nan K m_ubv_I = nan\n", + "M = 0.631 Msun T = 3090 K m_ubv_I = 21.81\n", + "M = 1.000 Msun T = 6624 K m_ubv_I = 13.64\n", + "M = 1.200 Msun T = 7711 K m_ubv_I = 12.68\n", + "M = 4.000 Msun T = 6069 K m_ubv_I = 23.67\n", + "M = 5.500 Msun T = 10998 K m_ubv_I = 24.10\n", + "M = 2.000 Msun T = 6773 K m_ubv_I = 23.00\n", + "M = 1.400 Msun T = 7845 K m_ubv_I = 11.58\n", + "M = 3.200 Msun T = 5883 K m_ubv_I = 23.49\n", + "M = 2.500 Msun T = 6512 K m_ubv_I = 23.43\n", + "M = 0.631 Msun T = nan K m_ubv_I = nan\n", + "M = 0.631 Msun T = nan K m_ubv_I = nan\n", + "M = 2.000 Msun T = 6779 K m_ubv_I = 23.00\n", + "M = 2.700 Msun T = 6876 K m_ubv_I = 23.41\n", + "M = 1.000 Msun T = nan K m_ubv_I = nan\n", + "M = 1.500 Msun T = 4189 K m_ubv_I = 6.32\n", + "M = 4.000 Msun T = 6101 K m_ubv_I = 23.67\n", + "M = 1.259 Msun T = 3090 K m_ubv_I = 21.81\n", + "M = 1.200 Msun T = 7711 K m_ubv_I = 12.68\n", + "M = 0.631 Msun T = nan K m_ubv_I = nan\n", + "M = 1.300 Msun T = 7894 K m_ubv_I = 12.21\n", + "M = 4.500 Msun T = 8480 K m_ubv_I = 23.14\n", + "M = 1.500 Msun T = 4190 K m_ubv_I = 6.32\n", + "M = 4.000 Msun T = 9482 K m_ubv_I = 23.05\n", + "M = 1.500 Msun T = 4190 K m_ubv_I = 6.32\n", + "M = 6.000 Msun T = 9388 K m_ubv_I = 23.15\n", + "M = 2.300 Msun T = 7086 K m_ubv_I = 23.64\n", + "M = 1.250 Msun T = 7745 K m_ubv_I = 13.02\n", + "M = 0.190 Msun T = 3648 K m_ubv_I = 19.33\n", + "M = 0.460 Msun T = nan K m_ubv_I = nan\n", + "M = 0.280 Msun T = 3757 K m_ubv_I = 18.57\n", + "M = 4.800 Msun T = 16664 K m_ubv_I = 8.43\n", + "M = 2.700 Msun T = 6879 K m_ubv_I = 23.41\n", + "M = 4.000 Msun T = 6171 K m_ubv_I = 23.66\n", + "M = 1.400 Msun T = 8622 K m_ubv_I = 12.74\n", + "M = 0.800 Msun T = 5792 K m_ubv_I = 14.72\n", + "M = 0.130 Msun T = 3424 K m_ubv_I = 20.36\n", + "M = 1.080 Msun T = 7016 K m_ubv_I = 13.34\n", + "M = 0.500 Msun T = 4193 K m_ubv_I = 17.10\n", + "M = 3.700 Msun T = 5666 K m_ubv_I = 23.72\n", + "M = 0.660 Msun T = nan K m_ubv_I = nan\n", + "M = 3.000 Msun T = 7114 K m_ubv_I = 23.41\n", + "M = 2.100 Msun T = 6393 K m_ubv_I = 23.23\n", + "M = 3.500 Msun T = 6267 K m_ubv_I = 23.66\n", + "M = 0.370 Msun T = nan K m_ubv_I = nan\n", + "M = 1.000 Msun T = 6647 K m_ubv_I = 13.58\n", + "M = 0.600 Msun T = 3462 K m_ubv_I = 16.76\n", + "M = 0.840 Msun T = nan K m_ubv_I = nan\n", + "M = 4.500 Msun T = 8452 K m_ubv_I = 23.03\n", + "M = 4.000 Msun T = 6231 K m_ubv_I = 23.66\n", + "M = 0.800 Msun T = 5565 K m_ubv_I = 14.82\n", + "M = 0.360 Msun T = 3832 K m_ubv_I = 18.09\n", + "M = 3.200 Msun T = 13480 K m_ubv_I = 9.94\n", + "M = 3.850 Msun T = 18031 K m_ubv_I = 10.34\n", + "M = 1.200 Msun T = 7521 K m_ubv_I = 13.08\n", + "M = 0.140 Msun T = 3478 K m_ubv_I = 20.13\n", + "M = 2.880 Msun T = 10229 K m_ubv_I = 9.28\n", + "M = 1.500 Msun T = 9385 K m_ubv_I = 12.50\n", + "M = 2.100 Msun T = 6393 K m_ubv_I = 23.23\n", + "M = 1.700 Msun T = 12866 K m_ubv_I = 20.28\n", + "M = 0.200 Msun T = 3668 K m_ubv_I = 19.21\n", + "M = 1.350 Msun T = 8379 K m_ubv_I = 12.79\n", + "M = 2.100 Msun T = 6393 K m_ubv_I = 23.23\n", + "M = 1.200 Msun T = 7746 K m_ubv_I = 12.91\n", + "M = 2.400 Msun T = 12858 K m_ubv_I = 11.34\n", + "M = 3.000 Msun T = 7114 K m_ubv_I = 23.41\n", + "M = 0.360 Msun T = 3832 K m_ubv_I = 18.09\n", + "M = 2.700 Msun T = 6871 K m_ubv_I = 23.41\n", + "M = 0.260 Msun T = 3742 K m_ubv_I = 18.71\n", + "M = 3.150 Msun T = 13065 K m_ubv_I = 9.37\n", + "M = 1.200 Msun T = 7753 K m_ubv_I = 12.91\n", + "M = 2.800 Msun T = 10739 K m_ubv_I = 9.29\n", + "M = 0.450 Msun T = 4028 K m_ubv_I = 17.47\n", + "M = 2.400 Msun T = 11555 K m_ubv_I = 10.12\n", + "M = 0.690 Msun T = nan K m_ubv_I = nan\n", + " Time taken: 111.20 seconds\n", + "Isochrone generation took 401.036019 s.\n" + ] + } + ], + "source": [ + "import spisea\n", + "from spisea import evolution, synthetic\n", + "import math\n", + "# Check if the evolution class works fine\n", + "iso1=synthetic.Isochrone_Binary(9.3, 0.0, 1000, math.log10(1/10), mass_sampling=1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As a sanity check, I would like to make sure that, for primary stars, we only have (from the isochrone) designated phase 5 stars ( anything that is not a compact remnant), white dwarves (models with phase 101), and non-white dwarf compact remnants are determined to be of phase 102, 103. Also make sure that our secondary stars are non-compact-remnant, white dwarves, or are merged. Merged secondaries have phase of -99." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import numpy as np\n", + "np.all([(x == 5 or x == 101 or x==102 or x==103) for\n", + " x in iso1.primaries['phase']])" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.all([(x == 5 or x == 101 or x==102 or x==103) for\n", + " x in iso1.singles['phase']])" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.all([(x == 5 or x == 101 or x==102 or x==103 or x==-99) for\n", + " x in iso1.secondaries['phase']])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Find the maximum, mean, and median values of logg (cgs) for primaries, single stars, and secondaries. " + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "9.294221355125417" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(iso1.singles['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "9.294221355125417" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(np.nan_to_num(iso1.primaries['logg'], -np.inf))" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "9.294186013434684" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(np.nan_to_num(iso1.secondaries['logg'], -np.inf))" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "6.775107941964204" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(iso1.singles['logg'][np.where(~np.isnan(iso1.singles['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "6.887700577787118" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(iso1.primaries['logg'][np.where(~np.isnan(iso1.primaries['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5.438029879311406" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(iso1.secondaries['logg'][np.where(~np.isnan(iso1.secondaries['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "7.9748904281098465" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median(iso1.singles['logg'][np.where(~np.isnan(iso1.singles['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "8.079390004361564" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median(iso1.primaries['logg'][np.where(~np.isnan(iso1.primaries['logg']))])" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.54017073649751" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median([x for x in iso1.secondaries['logg'] if np.isfinite(x)])" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'logg in cgs')" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "findfont: Font family ['sans-serif'] not found. Falling back to DejaVu Sans.\n", + "findfont: Generic family 'sans-serif' not found because none of the following families were found: Bitstream Vera Sans\n", + "findfont: Font family ['sans-serif'] not found. Falling back to DejaVu Sans.\n", + "findfont: Generic family 'sans-serif' not found because none of the following families were found: Bitstream Vera Sans\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.title(\"Histogram of logg values (secondaries) of BPASS isochrone\")\n", + "plt.hist(np.array([x for x in iso1.secondaries['logg'] if np.isfinite(x)]),\n", + " np.arange(-10, 30, 1))\n", + "plt.xlabel(\"logg in cgs\")" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'logg in cgs')" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.title(\"Histogram of logg values (primaries) of BPASS isochrone\")\n", + "plt.hist(np.array([x for x in iso1.primaries['logg'] if np.isfinite(x)]),\n", + " np.arange(-10, 30, 1))\n", + "plt.xlabel(\"logg in cgs\")" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'logg in cgs')" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.title(\"Histogram of logg values single stars of BPASS isochrone\")\n", + "plt.hist(np.array([x for x in iso1.singles['logg'] if np.isfinite(x)]), np.arange(0, 30, 1))\n", + "plt.xlabel(\"logg in cgs\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Plot the CMD of the isochrones at 0.1Z_solar and 10^9.3 years of age for **high** surface graivity (log-g >= 5 cgs) type stars.\n", + "\n", + "Account for distance modulus for dist = 1000 pc " + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "indices1= np.where(iso1.singles['logg'] > 5)[0]\n", + "indices2= np.where(iso1.primaries['logg'] > 5)[0]\n", + "indices3= np.where(iso1.secondaries['logg'] > 5)[0]\n", + "plt.plot(iso1.primaries['m_ubv_B'][indices2] - iso1.primaries[\"m_ubv_V\"][indices2],\n", + " iso1.primaries[\"m_ubv_V\"][indices2] - 5 * np.log10(1000/10), \"r.\")\n", + "plt.plot(iso1.secondaries['m_ubv_B'][indices3] - iso1.secondaries[\"m_ubv_V\"][indices3],\n", + " iso1.secondaries[\"m_ubv_V\"][indices3] - 5 * np.log10(1000/10), \"r.\")\n", + "plt.plot(iso1.singles['m_ubv_B'][indices1] - iso1.singles[\"m_ubv_V\"][indices1],\n", + " iso1.singles[\"m_ubv_V\"][indices1] - 5 * np.log10(1000/10), \"r.\", label=\"BPASS isochrone\")\n", + "plt.xlabel(\"B-V\")\n", + "plt.ylabel(\"M_V\")\n", + "plt.title(\"Color magnitude Diagram of Isochrones at 0.1Z_solar and \" +\n", + " \"10**9.3 years age \\n (logg > 5 stars)\")\n", + "plt.gca().invert_yaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Are we getting white dwarves for the bottom left corner of the plot" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "indices2= np.where((iso1.primaries['logg'] > 5) &\n", + " (iso1.primaries['m_ubv_B'] - iso1.primaries['m_ubv_V'] > -0.4) &\n", + " (iso1.primaries['m_ubv_B'] - iso1.primaries['m_ubv_V'] < -0.2))[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='phase' dtype='float64' length=1>\n", + "\n", + "\n", + "
5.0
" + ], + "text/plain": [ + "\n", + "5.0" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(iso1.primaries[indices2]['phase'])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Hmm, I think those are stars that are going to be white dwarves very soon or may unintentionally be brown dwarves. At least according to HOKI's criterion for what is a white dwarf or not. At the very least, at least the stars we just saw were low mass stars so they should be **LOW** on the CMD" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Isochrone generation took 80.197346 s.\n", + "Making photometry for isochrone: log(t) = 9.30 AKs = 0.00 dist = 1000\n", + " Starting at: 2021-08-13 12:02:03.503829 Usually takes ~5 minutes\n", + "Starting filter: ubv,U Elapsed time: 0.00 seconds\n", + "Starting synthetic photometry\n", + "M = 0.105 Msun T = 3387 K m_ubv_U = 26.52\n", + "M = 0.729 Msun T = 5635 K m_ubv_U = 16.47\n", + "M = 1.309 Msun T = 8707 K m_ubv_U = 12.36\n", + "M = 1.388 Msun T = 5243 K m_ubv_U = 12.16\n", + "M = 1.409 Msun T = 4411 K m_ubv_U = 10.38\n", + "M = 1.432 Msun T = 4912 K m_ubv_U = 10.71\n", + "M = 1.435 Msun T = 4172 K m_ubv_U = 10.35\n", + "M = 1.435 Msun T = 4057 K m_ubv_U = 10.45\n", + "M = 1.435 Msun T = 3763 K m_ubv_U = 11.03\n", + "M = 1.435 Msun T = 3759 K m_ubv_U = 11.06\n", + "M = 1.435 Msun T = 3688 K m_ubv_U = 11.35\n", + "M = 1.435 Msun T = 6591 K m_ubv_U = 5.83\n", + "M = 1.435 Msun T = 64842 K m_ubv_U = 9.11\n", + "M = 1.435 Msun T = 74734 K m_ubv_U = 15.94\n", + "Starting filter: ubv,B Elapsed time: 3.33 seconds\n", + "Starting synthetic photometry\n", + "M = 0.105 Msun T = 3387 K m_ubv_B = 25.00\n", + "M = 0.729 Msun T = 5635 K m_ubv_B = 16.58\n", + "M = 1.309 Msun T = 8707 K m_ubv_B = 12.31\n", + "M = 1.388 Msun T = 5243 K m_ubv_B = 12.12\n", + "M = 1.409 Msun T = 4411 K m_ubv_B = 9.63\n", + "M = 1.432 Msun T = 4912 K m_ubv_B = 10.49\n", + "M = 1.435 Msun T = 4172 K m_ubv_B = 9.23\n", + "M = 1.435 Msun T = 4057 K m_ubv_B = 9.14\n", + "M = 1.435 Msun T = 3763 K m_ubv_B = 9.23\n", + "M = 1.435 Msun T = 3759 K m_ubv_B = 9.25\n", + "M = 1.435 Msun T = 3688 K m_ubv_B = 9.42\n", + "M = 1.435 Msun T = 6591 K m_ubv_B = 6.19\n", + "M = 1.435 Msun T = 64842 K m_ubv_B = 10.27\n", + "M = 1.435 Msun T = 74734 K m_ubv_B = 17.11\n", + "Starting filter: ubv,V Elapsed time: 6.66 seconds\n", + "Starting synthetic photometry\n", + "M = 0.105 Msun T = 3387 K m_ubv_V = 23.24\n", + "M = 0.729 Msun T = 5635 K m_ubv_V = 15.92\n", + "M = 1.309 Msun T = 8707 K m_ubv_V = 12.21\n", + "M = 1.388 Msun T = 5243 K m_ubv_V = 11.36\n", + "M = 1.409 Msun T = 4411 K m_ubv_V = 8.46\n", + "M = 1.432 Msun T = 4912 K m_ubv_V = 9.60\n", + "M = 1.435 Msun T = 4172 K m_ubv_V = 7.89\n", + "M = 1.435 Msun T = 4057 K m_ubv_V = 7.71\n", + "M = 1.435 Msun T = 3763 K m_ubv_V = 7.57\n", + "M = 1.435 Msun T = 3759 K m_ubv_V = 7.59\n", + "M = 1.435 Msun T = 3688 K m_ubv_V = 7.70\n", + "M = 1.435 Msun T = 6591 K m_ubv_V = 5.68\n", + "M = 1.435 Msun T = 64842 K m_ubv_V = 10.59\n", + "M = 1.435 Msun T = 74734 K m_ubv_V = 17.44\n", + "Starting filter: ubv,R Elapsed time: 9.94 seconds\n", + "Starting synthetic photometry\n", + "M = 0.105 Msun T = 3387 K m_ubv_R = 22.31\n", + "M = 0.729 Msun T = 5635 K m_ubv_R = 15.58\n", + "M = 1.309 Msun T = 8707 K m_ubv_R = 12.18\n", + "M = 1.388 Msun T = 5243 K m_ubv_R = 10.97\n", + "M = 1.409 Msun T = 4411 K m_ubv_R = 7.91\n", + "M = 1.432 Msun T = 4912 K m_ubv_R = 9.15\n", + "M = 1.435 Msun T = 4172 K m_ubv_R = 7.26\n", + "M = 1.435 Msun T = 4057 K m_ubv_R = 7.04\n", + "M = 1.435 Msun T = 3763 K m_ubv_R = 6.77\n", + "M = 1.435 Msun T = 3759 K m_ubv_R = 6.78\n", + "M = 1.435 Msun T = 3688 K m_ubv_R = 6.85\n", + "M = 1.435 Msun T = 6591 K m_ubv_R = 5.38\n", + "M = 1.435 Msun T = 64842 K m_ubv_R = 10.71\n", + "M = 1.435 Msun T = 74734 K m_ubv_R = 17.56\n", + "Starting filter: ubv,I Elapsed time: 13.15 seconds\n", + "Starting synthetic photometry\n", + "M = 0.105 Msun T = 3387 K m_ubv_I = 20.94\n", + "M = 0.729 Msun T = 5635 K m_ubv_I = 15.11\n", + "M = 1.309 Msun T = 8707 K m_ubv_I = 12.12\n", + "M = 1.388 Msun T = 5243 K m_ubv_I = 10.43\n", + "M = 1.409 Msun T = 4411 K m_ubv_I = 7.15\n", + "M = 1.432 Msun T = 4912 K m_ubv_I = 8.54\n", + "M = 1.435 Msun T = 4172 K m_ubv_I = 6.41\n", + "M = 1.435 Msun T = 4057 K m_ubv_I = 6.14\n", + "M = 1.435 Msun T = 3763 K m_ubv_I = 5.69\n", + "M = 1.435 Msun T = 3759 K m_ubv_I = 5.70\n", + "M = 1.435 Msun T = 3688 K m_ubv_I = 5.71\n", + "M = 1.435 Msun T = 6591 K m_ubv_I = 5.02\n", + "M = 1.435 Msun T = 64842 K m_ubv_I = 10.99\n", + "M = 1.435 Msun T = 74734 K m_ubv_I = 17.85\n", + " Time taken: 16.36 seconds\n" + ] + } + ], + "source": [ + "iso2=synthetic.IsochronePhot(9.3, 0.0, 1000,\n", + " math.log10(1 / 10), recomp=True)\n", + "# New MISTv.1 isochrone for same metallicity" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Looking at the distribution of logg values. for the stars in the Parsec isochrone." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "7.902440169584496" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.max(iso2.points['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([ 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 526.,\n", + " 150., 182., 80., 225., 65., 27., 119., 0., 0., 0., 0.,\n", + " 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.,\n", + " 0., 0., 0., 0., 0., 0.]),\n", + " array([-10, -9, -8, -7, -6, -5, -4, -3, -2, -1, 0, 1, 2,\n", + " 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15,\n", + " 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28,\n", + " 29]),\n", + " )" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAkoAAAE0CAYAAADT4xy1AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Z1A+gAAAACXBIWXMAAAsTAAALEwEAmpwYAAAxAUlEQVR4nO3de5gcVZ3/8fcHkpBFLklEXSSEBPGWiKAbXVDkpkhYINHlprCswG8JF8ULihIviAqC6ArqiguighIEFZAgIIiQKBBAri5BETQjQUDASYKBGAj5/v44p5miU9XTM5npnkx/Xs/TT82cc6rq1Knqqm+fOl2tiMDMzMzMVrdOuytgZmZmNlQ5UDIzMzOr4EDJzMzMrIIDJTMzM7MKDpTMzMzMKjhQMjMzM6sw6IGSpJA0d7DXYwND0khJn5N0v6QVef+9q5d55krycyZ6IalLUle769Eq/TmWhrt2nw8lnZjrsHO76mDV2n18NNJp56+ipgKlvPMaXghzI4akiQNSs7TMiXmZ5w7UMq1XHwVOAB4GvgJ8Dvh9W2tka6tBO5YkHZLPDYcMxPKGi6HeLoXrRO21StISSTdJer+kEe2uo1m9VhyUrwWebsF6bGDsBSwDdouIZ9pdGVur+Vhanc+HydeAJcC6wCTg34HtgbfnvzuVj48haNADpYhwb8Ta5eXA33xhswHgY6mOz4fPOyMiumr/SJoC/AZ4t6SdImJe22rWRj4+hqiI6PUFRCrasExXLjexZN65dWkbAp8B7gGeBP4O/BG4CPiXXObE2npLXocUlrUOcCTpTbYMeCr/fRSwTkVdDwLuAJYDjwE/IJ3U59ZvJ7BzXueJwJuBK4Du4rYCuwBnA/fm7Vmet+2zwOiS9de2bWfgvcDtpE8RDwNfBdbL5XbNdXoSWJzr+eJm9llhXRsDpwD3Af/Iy7kaeEdduXMr2rqriXWs1m6t2De5/Hq5Pf8ErAAWAifl9NWOvYp1bp/LXtKgzO/y8sfl/0cBHwCuBP6c87qBa4E9GrxHuurSnj8WSspPzHnnluStD8wC7srtugyYD7y3pKyA9wE3AY/n42BRPg4OGGLH0pak99ID+RjoBv4P+N/asV87Fipetffky0m3/W4EHgWeIb2/LgBe26itgVeRzkWPAatq+6aZujWxfWXnw+ePAWBf4FbS+aAbuBDYrMllN9Mu/VoXMC7v+9/lbV8K/BJ4Zx/PR13F+tTlXZnzjsv/r8l59UDgFtL7oqtQZnqu9yOk9+zDwDzg6IHYZuCAXKab9B7pAn4ITF2D46PX62Vd+f2BX+X6Ls/H6CzydaWk/Hjg68D9uc7d+bj4TNn5i3Tu+TLwYG7DB4BPAOrHe6pP14ha+wCb5GOjth8XAIc2aNfd8/H1RC7/x7wNY5rZLy2/HyxJwM+Bt5BO7OcAK4HNSQf4r0mBw1xgDPAh4G7gp4XF3FX4+wekN8WivKwA3g2cCexAuvAW138ccBrpJH8e6WDajXRCXdqg6tuTDrYbgO+SdlTtk/IngNeQLkRXAKOBt5LeuDtLekdEPFeyzGOAPfK2zQXeCXwEGCfpMtKJ6wrSAfEW4D/yevdoUM/ito7J2zWZdPCdkeffH7hG0lERcVYu/lPSm+DD+f8z8nRJM+uqMKj7Jh9LFwN7kt7k/wOMBA4BpjRbyYiYL+k+YC9JL46Iv9Wt582k/XtxRHTn5HGk2wc3Ab8gBSCbAnsDV0o6PCLOabYOfZH363XAG0hB5XdJJ5zdgQskTYmITxdmOZl07C4EfkRqy02BNwH7kU5gzaxzUI8lSZvmZW9EOqldTHovTQIOJu3fv5FOvEuAGcBlvPB8UFvHjsDxwPV5OcuAV5KCg+mS3hoRd5dU4xWkC+wfgNnAPwFP9qFua+Jo0oV8Duni/a+kC+82kraNiBW9zH8uvbdLn9claQvS+Wki6fz8c+BFpFurP5d0RER8uy8bWkF5WhsP29/z6kdJ543LSft/47wdM4GzSIHz5aSL5kuB1wOHks5L5LJ92uZ8Lvoe6QPJE8AlpHPCeFLAdx9wW58bpPnrZa38F0nv9SdIHwqWka4XXwR2l7RbRDxbKD+V9GFnHCm4uoQUCE0mtfMX6qo0EriG9EHkqlyXdwGnkvbP50o2o/Q9lfP6dI3IxpDORc8AP8nr3Rf4rqRVEXFesbCkE3K9uoGfkYK11wMfA/5N0vYR8SSN9CHKrfWqVL2W0ESPErB1Tru0ZD3rAGPLItKKer03598BbFBIfxHpoAzgwEL6lsCzpAN480K6SFF/UN2jFMARFfXYkrpoOqd/Ic93QF36iTl9KYVPt6RekAXAc6ST7k51bfOLPN+2Te63s3L5s4r1I10wlpIi6/r91UUTn/zr5plb0m6t2DcH5/RfAaMK6WNIg4ZX+3TWYBtm5fIfKMn7Zs7bu25fjS8puzHpk1838E+9tS396FGip8fm43Xpo0kn1VXFYyQfSw8B65esY5OhciyRPjgE8KGSvBcV25MUDAeF3uW68i8FNixJ34Z08biqoq0D+OKa1K2XbSzrMagdA08CW9flXZDz9m9y+b21S5/XRXp/rwLeU5c+hhSMLQde1mT9uii/Tkwh9WwF8Lac1t/z6lPAG0rmuz0fpy/t7X3Q120GZuZ13wpsXDfPusCm/Tk+6Nv1stYz/iDwz4X0EaTAMIBPFtJHkT48veBcXMjfvO7/2r67khe+F19Kuv4vAUb24T3Vp2tEoX2CFFStW0ifTAra7q0rv0sufxN1vUf0vFdO73W/9GHnNfuqfwNU7fgLmlhvraHPrcivBQ6rdYWSBgUGcF0h7dM57YSS8lvkho669J3zPHc201Z18744z/vduvQTc/oXSuY5Ied9vyTvfTnvfU2seyTphPF38u2iuvzayeaEuvQuBiZQasW+uTbPs2PJPAfVH3u9bMN4UoD6m7r0UaRA46/AiCaXdWxZvcralj4GSvmYWllfz0L+Nnme0wppfyOdEEu73ofKsURPMDKzibKH0CAg6GXeOaRbDGUn9UfL2qkvdetl3asdk4Vj4KSS8rUT/VeaXH7DdunrugrH048rljcj569266qifFcufwY9PRbn0xMkVd7+rnsPNDqvnl4x3+35OB7by/L7vM2k21tBSYC2JscHfbtefrvqGCXd+noO+FMhbZ9c/rI+7rutSvLOy3mvK6T19p7q0zWi0D5PARuVzDMv529YSLs0p02p2KY7gcd62/Y+3XqLCFXl5ecrbNHEYu4lReTvzd2bl5FuZ90WfR/0+UZS1D+3JG8e6cB4QyGt9vcN9YUj4s+SFpF2bplbqyoh6UWkW4TvJh2QG9LTjQywWcWsZV2xD+fp7SV5f8nT8VV1KXgNqQv1xui5XVR0HSk4eUNJ3kBoxb55Q17HTSXrWG05jUTEQ5J+CewmaXJE3Juz9iZ1S58eESuL8+QBqMeRbvNsSurRKara72viTaRPqCHpxJL8kXn62kLabNKFfoGkH5Paf35ENLrVXNSqY2kO6RbBNyXtTrolcCPpU2L0dWGS9iSNf5hKuk1Yf77bhDTGoejuKL/FNaB1q1B2PliUp2MHaB19Xdf2ebpxxfH2kjx9bUleIx/K0yD18P2WFDD9b63AGpxXq87Vs4H/Jr0PLiK9D26MiMfryvVpm3M9Xwf8NSLurFh3f/XlevnGPL2ufiER8QdJDwGTJI2JiCXAdjn7qj7UZ2lEPFCS3ug4rXpP9fUaUXN/lN8qq9VhDOlDHaR9+Sywn6T9SuYZBbykbMhFUcvHKEXEc5J2JfWc7At8KWf9XdJ5wKyIWNbk4jYGussCrIhYKal2D7pYHlLvQJm/Uh0oPVqWKGkk6cB8M+mWy0Wk20e1+8CfJd2mKVN2oVrZRN7Ikrx6tW2tvxBQlz6miWX1Ryv2TW0dK1cvXrmcRs4ljW14H2l8BPlvSJ+YnidpO9J+H0EavDmHdDtjFbAt6VNn1X5fEy/O0zflV5UNCn9/hDR48TDSuJ3jgZWSrgQ+WnHiK2rJsZQD4jeTegam0fM18UWSvhIRX292WZI+SBpDtpj0yfVBenot3kXqNSjbP6Xv84GsWwNLStJqx/a6A7D8/qyrdrztll9VNmiQV2ZSFL71Vm8Nz6tV+/Cr+bxzNPBB0hi6kDSPNIC8Fjz2dZvH5OlfKsr1Wx+vl828TyfkckvoX72XVKQ3Ok5L9wd9v0b0pw4vJp2jP1sxT80GNBhj2JaHe0XEYtLJ+yOStgJ2Ao4gfYtoDGnsSTOWkgY+j4zCADWA/OCyTegZNEbh75eRxgLVe1mjalekzyC9mc+LiEPq6rApve+gwVILtP65In/TunKDsf7B3jdP5nWMKAmWGu3LKpfmZf6HpE+SepL2IH0iqh/4+2nSoMRdImJuMUPSLNJx0YxVeVr2XhxTklbbX6dHxLHNrCDSgNevAV+T9FLSIMn3kAZyT8mDvxsNFG7ZsRQRvwMOyMfINsA7SL1hX5P0VER8p7dl5Hk/RzpBvzEiHqnL3750xlyFwazbWqi2Tz80QMFgs9bkvNpoH34f+H7+csJbSL1VhwFXS3ptRDxG37d5SZ4ORg9yX66XxffpH0sWVf8+XZKng1Lvgqr90ddrRH8sJX17btyaLKTtv/UWEQ/kE8xOpC7Y4gWm9o2Gqk9Td5K2YceSvB3zfHfUlYd0oXiB3K25efM1f95WeXpxSd5O/VjeQLmP9Al6W0ll3aG75OkdJXkDoRX7praOt5Tkrbac3kTEctK3wl5OuggeRApgzispvhXp09Dckry+7PfFeVq2fVNL0m4lBVdv68M6nhcRj0XEJRGxP+kT+ytItw0aafmxFBErI+L2iPgSadAnpJ6gmkbnhk1IF5CbSoKkDei5RTFYdWun3s6ZfXVznvbreFsDg3pejYglEXFlRBxO6kkeR8829mmbI+IpUq/XyyQN1lCG2roaXS9r59Cd6+fLAdZ4YGG+7QY929nUt6gHQV+vEf1xMzA2D5Pot5YHSpImVVR6LKkrdXkhbTEpGp1Qsbjv5ukpktYvrGN90tcVAYqf8i4gdc8dI2nzQnmRnpfRn5NLV57uXEyUtCU93aQtl7szZ5O6FD9fzJP0ClLX87Okr2cOhlbsm+/n6UmSRhXm2Zj03JH+ODdP/zO/VpLasV4X6dPQ64uJkv4f6Wv6zaqNpzhUhZ9vyG1wQn3h/Il3NjBV0mdU8pMPkl4haVL+ez1Jb8/tWCwzknRxgF6eBNyqY0nSmyWV9QTW0or1rHWTl50bHstl/yUHRrXljyT1rG0yyHVrp0bt0mf5dtSvgX+XdFhZGUlb557KgdSVpzvXravf51VJ08reL/Tc3nka+r3NtZ6ns/L5p1h2ndwL1p869+V6WTvnflpSbRwVktYl/YTQOrzwnHs5qZ2nS3ovdSQNdk9TX68R/XF6nn5b0svrMyW9KA+jaKgdt962AS6VdDspCn+YNDhuBmnszfNvgohYJukW4G2SZpOew/AcMCcifhsRF0iaQXqWywJJP6VnDMIk4EcRMbuwvD8qPVPhi8DdSgP6as/qGUd6XtMLLnxNuJz0wK1jJW1NipInkJ63cQUDdMLqp+NJn4o+IOlNpGeK1J59syHpq/ALB2PFLdo33yfdQpoG3CNpDukY2oc0WPXV9NzaarbeN0p6gHRbaiRweQ5O6p1BCohukFR7NtFUUk/WT0jjCZpZ3y2SfkX6BHWrpOtIF9+9SQOGy3qaPkD6Wv7ngYMl3UAak/Vy0gDTN5F6OhaSbg9eC3Tl99KfSYPOd8tl5+RbSr1pxbF0IPD+PGbkAdIHpVeQ2mIFPc9jgvRMmaeBD0saR8+YtG9ExFJJX891/j+lZ5KNIvV8jct134W+6Uvd2qlhu/RzmQeSeh+/ozT26xbSbZvxpPfk60iDZsveJ/01GOfVC4F/5PdLF2lg+NtI75fbSe+Tmr5u8zmk9/5/AvfnY+5x0ntyV1JQcGI/6tyX6+VNkk4DPk46H/6E9A2xPXJ9byA9ZLFW/hmlAc7XkJ6/dgSpB2Y06dzwdgYxRujrNaKf6/ilpONJH7bvVxqXuZD0oW8LUs/cDaRrSMMFNfuVxeilTBfNPR5gPOliWHti7grSM16uouSJxqQu2MtJn5RWUffVV1KUfDTpwvh0ft0OvJ/qpz8fTHrj/YN0MJ9POqDvAZbUld05r/PEBtu+OekT919IEf4C0sE6on77c/kTqf5K+CH129iXupTMM4b0Zro/t/US0uDW0qfLMkCPB2jFvsnlR5MChoV5+7pID1jcLLfVT/uyLXmZtUcVBLBPg3J7kU4sf8/teg0p4Cndh1Vtm/fRt0kn3RV5W2fS+MnctSeD30TPc4weJA0s/zA9T7EemY/Fq3J+rV1vJn0jbFQf2mVQjyXSQw+/RQqKu0nvpQdID/J7XUn5aaTAYFlhf03MeSNIj2m4Ny/nUVKP1xb0PIdqYmFZlW3dn7o12Ma+ng8a1qtiHY3apV/rIgXDnyS9f5fl7V9IClpmAi9qsm5d9W3foOyAnVdz/pGkcYh/oudp5HfmZZY9c6vP20y6XT+P9J78Ry4/mzRWrs/HB328XuZ53kO6+P8912EB8ClKnmaey08gPeBxIekhjn8jBYafavb9XNb2zRy79PEaUbbfC3nnVh1bpCD2R6RA8xnSOfAu0i9h9PrUdOWFdDxJG5E+fd0VEY0Ge1qL9WffSNqNFLicGhGzBrN+ZmY2fLV9MHerSXpJHqtQTBtBer7GaNInDmuD/uybivvOL6bnHrf3p5mZ9VvH9ShJOpJ0q+Za0gOqxpFul7yK1BX3lkjffrIW68++kXQh6T5+7Qdfx5PuyY8DzoqII1tVfzMzG37a8hylNruFdP92R3oeLLaQNK7lSw6S2qo/++YSegY/j6Hnnvx3SQMszczM+q3jepTMzMzMmtVxY5TMzMzMmtWJt96swiabbBITJ05sdzXMzNru9ttvfyIiXtJ7SRvuHCjZ8yZOnMhtt5X9qLiZWWeR9Od218GGBt96MzMzM6vgQMnMzMysggMlMzMzswoOlMzMzMwqOFAyMzMzq+BAyczMzKyCAyUzMzOzCg6UzMzMzCo4UDIzMzOr4Cdzm7XBxOOvqMzrOnXPFtbEzMwacY+SmZmZWQUHSmZmZmYVHCiZmZmZVXCg1EKSdpYUJa8ldeXGSjpH0hOSnpJ0raStS5Y3WtKXJT0iabmk+ZJ2bNkGmZmZDXMezN0eHwR+U/h/Ze0PSQLmAJOAY4DFwCzgeknbRsRDhfm+A+wJHAf8CXg/cLWk7SPirkHdAjMzsw7gQKk9fhcRN1fkTQd2AHaNiOsBJM0HFgIfJwVZSNoGOBA4LCK+l9PmAQuAz+flmJmZ2RrwrbehZzrwcC1IAoiIpcDlwIy6cs8CFxXKrQQuBHaXtF5rqmtmZjZ8OVBqj9mSnpP0N0kXSJpQyJsC3FMyzwJggqQNCuUWRsTTJeVGAVsNeK3NzMw6jG+9tdZS4L+BecCTwBuATwLzJb0hIh4DxgFdJfN25+lYYFkut7hBuXEDV20zM7PO5ECphSLiTuDOQtI8Sb8CbiWNPfo0ICBKZlfJ/82U68mQZgIzq/InTJhQlWVmZtaRHCi1WUTcIekPwJtyUjflvUFj83RxoVxZZDO2kF+/rrOBs6vqMnXq1LLAy8zMrGN5jNLQUOwdWkAaf1RvMvBgRCwrlJskaf2Scs8ADwxGRc3MzDqJA6U2kzQVeBVwS06aA2wmaadCmY2AvXMehXIjgf0K5UYABwDXRMSKQa66mZnZsOdbby0kaTbpeUh3AEtIg7lnAX8BvpGLzQHmA+dLOo6eB04KOK22rIi4S9JFwBmSRublHkV6UOVBrdgeMzOz4c6BUmvdA7yX9MTt9YFHgUuAz0bEEwARsUrSXsBXgDOB0aTAaZeIWFS3vEOBk4GTgDHA3cC0iLhj8DfFzMxs+HOg1EIRcQpwShPluoHD8qtRueXAsfllZmZmA8xjlMzMzMwqOFAyMzMzq+BAyczMzKyCAyUzMzOzCg6UzMzMzCo4UDIzMzOr4EDJzMzMrIIDJTMzM7MKDpTMzMzMKjhQMjMzM6vgQMnMzMysggMlMzMzswoOlMzMzMwqOFAyMzMzq+BAyczMzKyCAyUzMzOzCg6UzMzMzCo4UDIzMzOr4EDJzMzMrIIDJTMzM7MKDpTMzMzMKjhQMjMzM6vgQMnMzMysggMlMzMzswoOlMzMzMwqOFAyMzMzq+BAyczMzKyCAyUzMzOzCg6U2kjSzyWFpJPq0sdKOkfSE5KeknStpK1L5h8t6cuSHpG0XNJ8STu2bgvMzMyGNwdKbSLpvcA2JekC5gDTgGOAfYCRwPWSxtcV/w5wOHACsBfwCHC1pG0Hr+ZmZmadw4FSG0gaA5wOHFuSPR3YATg4In4YET/PaesAHy8sYxvgQOAjEfHtiPglsD/wIPD5wd0CMzOzzuBAqT1OAxZExA9L8qYDD0fE9bWEiFgKXA7MqCv3LHBRodxK4EJgd0nrDUbFzczMOokDpRaTtAPwn8DRFUWmAPeUpC8AJkjaoFBuYUQ8XVJuFLDVAFTXzMysozlQaiFJI4GzgK9ExH0VxcYBi0vSu/N0bJPlxvW3nmZmZpaMaHcFOswngH8CTm5QRkBUpPenXE+GNBOYWZU/YcKEBtUyMzPrPA6UWkTSBOBTwH8B69WNIVovD/D+O6lHqKw3qNaTVOtF6gbKIpuxhfwXiIizgbOr6jh16tSywMvMzKxj+dZb62wJjAbOJwU7tRfAx/LfW5PGGE0pmX8y8GBELMv/LwAmSVq/pNwzwAMDWnszM7MO5ECpde4Cdil5QQqediEFN3OAzSTtVJtR0kbA3jmvZg7p+Ur7FcqNAA4AromIFYO1IWZmZp3Ct95aJCKWAHPr09PzJflzRMzN/88B5gPnSzqO1NM0izT26LTC8u6SdBFwRh4kvhA4CpgEHDSIm2JmZtYx3KM0xETEKtJTtn8BnAlcCjwH7BIRi+qKHwp8DzgJuALYHJgWEXe0rsZmZmbDl3uU2iwiVvuWWkR0A4flV6N5l5Oe7l32hG8zMzNbQ+5RMjMzM6vgQMnMzMysggMlMzMzswoOlMzMzMwqOFAyMzMzq+BAyczMzKyCAyUzMzOzCg6UzMzMzCo4UDIzMzOr4EDJzMzMrIIDJTMzM7MKDpTMzMzMKjhQMjMzM6vgQMnMzMysggMlMzMzswoOlMzMzMwqOFAyMzMzq+BAyczMzKyCAyUzMzOzCg6UzMzMzCo4UDIzMzOr4EDJzMzMrIIDJTMzM7MKDpTMzMzMKjhQMjMzM6vgQMnMzMysggMlMzMzswoOlFpI0u6SrpP0qKQVkh6S9CNJk+vKjZV0jqQnJD0l6VpJW5csb7SkL0t6RNJySfMl7di6LTIzMxveHCi11jjgduADwDuBWcAU4GZJWwBIEjAHmAYcA+wDjASulzS+bnnfAQ4HTgD2Ah4Brpa07aBviZmZWQcY0e4KdJKI+CHww2KapFuB3wP7Av8NTAd2AHaNiOtzmfnAQuDjwAdz2jbAgcBhEfG9nDYPWAB8Pi/HzMzM1oB7lNrvb3n6bJ5OBx6uBUkAEbEUuByYUZhvep7nokK5lcCFwO6S1hvMSpuZmXUCB0ptIGldSaMkvRI4C3iUFOBAuhV3T8lsC4AJkjYolFsYEU+XlBsFbDXwNTczM+ssDpTa4xZgBfAH4PWk22yP5bxxwOKSebrzdGyT5cYNTFXNzMw6l8cotcfBwEbAlsDHgF9I2iEiugABUTKPSv5vplxPhjQTmFmVP2HChMa1NjMz6zAOlNogIn6X/7xF0lVAF3A8cCSpR6isN6jWk1TrReoGyiKbsYX8+vWeDZxdVa+pU6eWBV5mZmYdy7fe2iwilgAP0DOmaAFp/FG9ycCDEbGsUG6SpPVLyj2Tl2lmZmZrwIFSm0l6GfAa4I85aQ6wmaSdCmU2AvbOeRTKjQT2K5QbARwAXBMRKwa56mZmZsOeb721kKRLgTuA3wJPAq8CPgKsJD1DCVIANB84X9JxpFtts0hjj06rLSsi7pJ0EXCGpJGk5ywdBUwCDmrJBpmZmQ1zDpRa62Zgf+CjpK/wLwLmAqfkgdxExCpJewFfAc4ERpMCp10iYlHd8g4FTgZOAsYAdwPTIuKOwd4QMzOzTuBAqYUi4kvAl5oo1w0cll+Nyi0Hjs0vMzMzG2Aeo2RmZmZWwYGSmZmZWQUHSmZmZmYVHCiZmZmZVXCgZGZmZlbBgZKZmZlZBQdKZmZmZhUcKJmZmZlVcKBkZmZmVsGBkpmZmVkFB0pmZmZmFRwomZmZmVVwoGRmZmZWwYGSmZmZWQUHSmZmZmYVHCiZmZmZVXCgZGZmZlbBgZKZmZlZBQdKZmZmZhUcKJmZmZlVcKBkZmZmVsGBkpmZmVkFB0pmZmZmFUa0uwJm1joTj7+iMq/r1D1bWBMzs7WDe5TMzMzMKjhQMjMzM6vgQMnMzMysggMlMzMzswoOlFpI0r6SLpb0Z0nLJd0n6RRJG9aVGyvpHElPSHpK0rWSti5Z3mhJX5b0SF7efEk7tm6LzMzMhjcHSq31MeA54JPANOBbwFHALyStAyBJwJycfwywDzASuF7S+LrlfQc4HDgB2At4BLha0raDviVmZmYdwI8HaK29I+Lxwv/zJHUD5wE7A9cB04EdgF0j4noASfOBhcDHgQ/mtG2AA4HDIuJ7OW0esAD4fF6OmZmZrQH3KLVQXZBU85s83SxPpwMP14KkPN9S4HJgRmG+6cCzwEWFciuBC4HdJa03gFU3MzPrSA6U2m+nPP1dnk4B7ikptwCYIGmDQrmFEfF0SblRwFYDXVEzM7NO41tvbSRpM9Jtsmsj4racPA7oKinenadjgWW53OIG5caVrG8mMLOqPhMmTGiq3mZmZp3CgVKb5J6hy4CVwKHFLCDKZin5v5lyz4uIs4Gzq/KnTp1atjwzM7OO5VtvbSBpNOmbbVsCu0fEQ4Xsbkp6g0g9SdDTi9Rbue6SPDMzM+sDB0otJmkkcDHwZuDfIuL/6oosII0/qjcZeDAilhXKTZK0fkm5Z4AHBq7WZmZmncmBUgvlZyXNBt4OzIiIm0uKzQE2k7RTYb6NgL1zXrHcSGC/QrkRwAHANRGxYuC3wMzMrLN4jFJrfZMU2JwMPCVpu0LeQ/kW3BxgPnC+pONIt9pmkcYenVYrHBF3SboIOCP3Ui0kPbxyEnBQKzbGzMxsuHOPUmvtkaefIgVDxdd/AUTEKtJTtn8BnAlcSnqa9y4RsahueYcC3wNOAq4ANgemRcQdg7sZZmZmncE9Si0UERObLNcNHJZfjcotB47NLzMzMxtgDpTM1jITj7+iMq/r1D1bWBMzs+HPt97MzMzMKjhQMjMzM6vgQMnMzMysggMlMzMzswoOlMzMzMwqOFAyMzMzq+BAyczMzKyCAyUzMzOzCg6UzMzMzCo4UDIzMzOr4EDJzMzMrIIDJTMzM7MK/lFcsyGm0Y/emplZa7lHyczMzKyCAyUzMzOzCg6UzMzMzCo4UDIzMzOr4EDJzMzMrIIDJTMzM7MKDpTMzMzMKjhQMjMzM6vgQMnMzMysggMlMzMzswoOlMzMzMwq+LfezGyN9fb7dF2n7tmimpiZDSz3KJmZmZlVcKDUQpLGS/qGpPmSnpYUkiaWlBsr6RxJT0h6StK1krYuKTda0pclPSJpeV7uji3ZGDMzsw7gQKm1tgL2BxYDvy4rIEnAHGAacAywDzASuF7S+Lri3wEOB04A9gIeAa6WtO1gVN7MzKzTeIxSa/0qIl4GIOm/gHeWlJkO7ADsGhHX57LzgYXAx4EP5rRtgAOBwyLiezltHrAA+HxejpmZma0B9yi1UESsaqLYdODhWpCU51sKXA7MqCv3LHBRodxK4EJgd0nrDUilzczMOpgDpaFnCnBPSfoCYIKkDQrlFkbE0yXlRpFu85mZmdkacKA09IwjjWGq152nY5ssN26A62VmZtZxPEZp6BEQFen9KdeTIc0EZlblT5gwoZn6mZmZdQwHSkNPN+W9QbWepMWFcmWRzdhC/gtExNnA2VUrnjp1alngZWZm1rF8623oWUAaf1RvMvBgRCwrlJskaf2Scs8ADwxeFc3MzDqDA6WhZw6wmaSdagmSNgL2znnFciOB/QrlRgAHANdExIrWVNfMzGz48q23FpO0b/7zX/J0D0mPA49HxDxSADQfOF/ScaRbbbNIY49Oqy0nIu6SdBFwhqSRpOcsHQVMAg5qycaYmZkNcw6UWu/Hdf+fmafzgJ0jYpWkvYCv5LzRpMBpl4hYVDfvocDJwEnAGOBuYFpE3DFIdTczM+soDpRaLCIqv5VWKNMNHJZfjcotB47NLzMzMxtgHqNkZmZmVsE9SmbDyMTjr2h3FczMhhX3KJmZmZlVcKBkZmZmVsGBkpmZmVkFB0pmZmZmFRwomZmZmVXwt97MDOj9G3Ndp+7ZopqYmQ0d7lEyMzMzq+BAyczMzKyCAyUzMzOzCg6UzMzMzCo4UDIzMzOr4EDJzMzMrIIDJTMzM7MKDpTMzMzMKjhQMjMzM6vgQMnMzMysggMlMzMzswoOlMzMzMwqOFAyMzMzq+BAyczMzKzCiHZXwMzWDhOPv6LdVTAzazn3KJmZmZlVcKBkZmZmVsGBkpmZmVkFB0pmZmZmFRworeUkbS7pJ5KWSnpS0iWSJrS7XmZmZsOBA6W1mKT1geuA1wDvAw4GXglcL+lF7aybmZnZcODHA6zdDge2BF4dEQ8ASPotcD9wBPDVNtbNzMxsrecepbXbdODmWpAEEBELgRuBGW2rlZmZ2TDhQGntNgW4pyR9ATC5xXUxMzMbdhword3GAYtL0ruBsS2ui5mZ2bDjMUprvyhJU1lBSTOBmQ2WtUzSff2sxybAE/2ctxN1VHvpS2s0e0e11QBwezWvUVtt0cqK2NDlQGnttpjUq1RvLCU9TRFxNnD2YFRE0m0RMXUwlj0cub2a57bqG7dX89xW1gzfelu7LSCNU6o3Gbi3xXUxMzMbdhword3mANtJ2rKWIGki8NacZ2ZmZmvAgdLa7dtAF3CZpBmSpgOXAYuAs9pZMTMzs+HAgdJaLCKeAnYF/gD8AJgNLAR2jYhl7aybmZnZcODB3Gu5iHgQ2Kfd9TAzMxuO3KNkZmZmVsGBkg2UQXnswDDm9mqe26pv3F7Nc1tZrxRR9rxCMzMzM3OPkpmZmVkFB0pmZmZmFRwo2RqRdKykyyU9Iikkndig7OGSfi9phaT7JB3Zwqq2naTNJf1E0lJJT0q6RNKEdter3SSNl/QNSfMlPZ2Po4kl5cZKOkfSE5KeknStpK3bUOW2kbSvpIsl/VnS8vw+OkXShnXl3FbS7pKuk/RoPuc8JOlHkibXlev4trLGHCjZmjoceCnw00aFJB1OegjmxcA04MfAmZKOGuwKDgWS1geuA14DvA84GHglcL2kF7WzbkPAVsD+pN8n/HVZAUkiPW1+GnAM6ZEYI0ntN75F9RwKPgY8B3yS1BbfAo4CfiFpHXBbFYwDbgc+ALwTmEX6yaebJW0BbitrUkT45Ve/X8A6eToCCODEkjIjgMeA8+rSv0v65e6R7d6OFrTTh0gXuK0KaZOAlcCx7a5fm9tmncLf/5WPo4l1ZWbk9F0KaRsD3cDX270NLWyrl5Sk/Wdum13dVr2236tz23zUbeVXsy/3KNkaiYhVTRTbHngJcH5d+g+AFwM7DHS9hqDpwM0R8UAtISIWAjeSTtYdq8ljaDrwcERcX5hvKXA5HdR+EfF4SfJv8nSzPHVbVftbnj6bp24r65UDJWuFKXl6T136gjydzPA3hdW3H1IbdML2r6lG7TdB0gYtrs9QslOe/i5P3VYFktaVNErSK0m3/x8FLszZbivrlQMla4Vxebq4Lr27Ln84G8fq2w+pDca2uC5ro0btBx3ahpI2Az4PXBsRt+Vkt9UL3QKsIP0m5utJtygfy3luK+uVAyV7nqR35G8c9faa29dF52mnP920bPtVkmarE26/F8i9HZeRxrkdWszCbVV0MLAdcCDwJGng+8Sc57ayXvlHca3oJuC1TZR7uo/LLfYcPVJIH1eXP5wtprznbCzln2jthbqpbj/osDaUNJr0ba0tgZ0i4qFCttuqICJqtyRvkXQV0AUcDxyJ28qa4EDJnhcRTwO/H4RF18YiTeGFgVJtbM69g7DOoWYBPWO1iibTGdu/phaQvuJdbzLwYEQsa3F92kbSSNJjNt4MvCMi/q+uiNuqQkQskfQA6ZEU4LayJvjWm7XCfNJjAA6qS/8P0ie6G1teo9abA2wnactaQu7+f2vOs8bmAJtJqg1cRtJGwN50UPvlZyXNBt4OzIiIm0uKua0qSHoZ6Vlmf8xJbivrlX8U19aIpKnARFLQfRHpQZI/ytlX5l4q8lO4zwS+CFwL7Ap8GjgmIr7Z4mq3XH6o5N3ActJ2B/AFYEPg9Z3+yVXSvvnPt5NuiRwNPA48HhHzcoBwA7A5cBzplsgs0uDcbSJiUetr3XqSvkVqn5OBn9VlPxQRD7mtEkmXAncAvyWNTXoV8BHgn4E3R8Qf3FbWDAdKtkYknUt60nSZSRHRVSh7BPBRYAvgQeD0iDhzsOs4VOSfKzkd2I00WPSXwIeLbdSpJFWdiOZFxM65zDjgK8C7gNGknspjI+LuVtRxKJDURXr/lPlcRJyYy7mtpE+Qnvj+CmAUsAiYC5xSd17q+LayxhwomZmZmVXwGCUzMzOzCg6UzMzMzCo4UDIzMzOr4EDJzMzMrIIDJTMzM7MKDpTMzMzMKjhQMluLSZqYf6j43HbXZU1IOjFvx87trouZWZEDJTMzM7MKDpTMbCj4H+C1wK3troiZWdGIdlfAzCwiniD9cLKZ2ZDiHiWzYUrSppK+KalL0jOSHpd0iaR/qSi/saQzJD0k6R+Sfi/pWElbVo2DkvQqSRdLWizpKUk3SdpT0iF5nkOarGvpGKWcNlfSJpLOlvSIpBWSFkg6tB9tMl7S1yXdn7exW9Ktkj5TUnZ3STfm7eqW9FNJr5F0bq7XxLry0yX9slDHhyXNk3R0X+tpZkOHe5TMhiFJk0i/iv5y4Drgh6RfSN8P2FPSPhHxs0L50bncG4E7gdnAxsCngLdVrOM1wI3AOOAK0q+0bwlcClw5gJszJq/nGeAnpB8u3Rf4rqRVEXFeMwuRNBW4Otf3V8AlwPrAZOBE4AuFsgcAFwArgB8BjwBvIf1g6mo/lippJnAW8ChwOal37KWkX6E/FOiYH382G24cKJkNT/9LCpI+HREn1xIlnUkKEs6TtEVELMtZx5GCpAuBAyP/Wrakk4E7KtbxTVLQcXREfKuwjj0Y2EBpG+A7wBER8Vxex+mkwOwTQK+BkqRRwI9zfQ+KiAvq8jcv/L0hqf1WAtsXf0Ve0ql5nfWOIAVy20TEY3XL3qSJbTSzIcq33syGGUnjgXcCDwKnFfMi4iZS79I44N8LWe8DVgGzakFSLr8IOKNkHZsDuwIPkHpSiuu4Crh2ADal5mng2FqQlNdxL6mX6bU5sOnN3sBEYE59kJSXt6jw7wxSL9bsYpCUnQQsqVjHSuDZkmV77JXZWsyBktnw84Y8/XVErHbhJt1ie76cpI2AVwB/iYiukvI3lKRtm6fzI2JVk/P01/0R8WRJei24GdPEMrbL06uaKFtrv9W2IffA3VUyz2zSbbwFkk6X9C5JL2liXWY2xDlQMht+Ns7TRyrya+lj8nSjPP1rRfmy9I0b5DVK748lFekr83TdJpYxJk//0kTZPm9bRHyV1Cv3IPBB0jitv0q6Po+NMrO1lAMls+FnaZ7+c0X+pnXlar01L6soX5ben3naaUmebtZE2X5tW0R8PyK2A14M7EkaV7UjcLWklzZfVTMbShwomQ0/d+bpDpLKvrCxS57eAZBva/0J2Kz+K++15TRYx/aSys4jZfO00815ukcTZZ9vv/oMSRvQc9uxVEQsiYgrI+Jw4FzSeLDSbw6a2dDnQMlsmImIh4BfkAYvf7iYJ+lfgQOBxaTbQzXfJ50PTpGkQvnN65eR17EImAtsRfrGV3Ed04B3rOl2DLDLgS5guqT31mdKKvY0XUbqbTtI0jZ1RT9NyZgoSdMqgtJaT9LT/aizmQ0BfjyA2fB0JOlbYV+W9E7gNnqeo7QKODQi/l4ofxrwLuA9wKslXUMaq7M/6XEC78rzFb0/r+NMSf9Gz3OU9iEFGzNK5mmLiHhG0n7ANcAFko4g9TKNJv10ytvJ58OIeDI/JPJ84CZJxecobQPMA3bihdt2IfAPSTeQAjKRepHeBNzOwH4L0MxayD1KZsNQRPwJmEp6HtCrgY+Rbjv9HHhrRFxWV3456ZbcN0hjmz6S//8icEou9mTdPPcC25N6pt5G6nmaCLybnm+MlX1brS0i4jbSbbNvAVsAxwIHk3qIPltX9gLSOKO7gQOAo0i9TNsDtWdPFbfteNLDKN8IHE16yORI0jOXdqn49qGZrQVUeGSKmdlqJB0OnA0cGRFn9VY+zzObdIvvNRFx32DWr5UkrUsaz7VeRFQNljezYcQ9SmYGgKSXl6RtDnyG9FX8n9XlrSNptWBB0ttJvTD3rq1BkqQxktavSxNpjNIE0s+fmFkH8BglM6u5WNJI0piaJaTbaHuRHqQ4KyLqn0E0Clgk6Xrg96RgagqwG+nnPN7fmmoPiu2Ai/JYrS5gg5y2LelBlye2q2Jm1lq+9WZmAOQBzAcDryQN5F5G+qr8/0TEaj0o+TbUGaSfMhlPCqieIA3+PjUi7qyfZ22Rf1T4JOCtwEtIHyofIvWqfTEiBvKBmmY2hDlQMjMzM6vgMUpmZmZmFRwomZmZmVVwoGRmZmZWwYGSmZmZWQUHSmZmZmYVHCiZmZmZVfj/rByEvYxRYW8AAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "plt.xlabel(\"logg in cgs\")\n", + "plt.title(\"Histogram of logg values of stars in the Parsec isochrone\")\n", + "plt.hist(np.array([x for x in iso2.points['logg'] if np.isfinite(x)]),\n", + " np.arange(-10, 30, 1))" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2.0208530165838594" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.median(iso2.points['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2.590379008647578" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(iso2.points['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "from spisea import imf\n", + "from spisea.imf import imf, multiplicity\n", + "from spisea import ifmr" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Make the clusters corresponding to the binary star isochrone and the MISTv.1 isochrone" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/u/ryotainagaki/Desktop/PyPopStar/spisea/synthetic.py:801: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify 'dtype=object' when creating the ndarray.\n", + " compMass = np.array([compMass[x] for x in indices])\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Creating Interpolator for: Teff\n", + "Creating Interpolator for: L\n", + "Creating Interpolator for: logg\n", + "Creating Interpolator for: isWR\n", + "Creating Interpolator for: mass_current\n", + "Creating Interpolator for: phase\n", + "Creating Interpolator for: m_ubv_U\n", + "Creating Interpolator for: m_ubv_V\n", + "Creating Interpolator for: m_ubv_B\n", + "Creating Interpolator for: m_ubv_R\n", + "Creating Interpolator for: m_ubv_I\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/astropy/table/table.py:3197: FutureWarning: elementwise == comparison failed and returning scalar instead; this will raise an error or perform elementwise comparison in the future.\n", + " result = self.as_array() == other\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 695 companions out of stellar mass range\n" + ] + } + ], + "source": [ + "clus_1=synthetic.Cluster_w_Binaries(iso1,\n", + " imf.IMFSalpeter1955(multiplicity=multiplicity.MultiplicityResolvedDK()),\n", + " 20000, ifmr=ifmr.IFMR_Spera15())\n", + "clus_2=synthetic.ResolvedCluster(iso2,\n", + " imf.IMFSalpeter1955(multiplicity=multiplicity.MultiplicityResolvedDK()),\n", + " 20000, ifmr=ifmr.IFMR_Spera15())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now let's visualize the isochrone we have created so far with a color magnitude diagram. There we can see the end of main sequence and perhaps the M type" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Taking a look at the Binary Cluster vs Default Settings cluster Observer's HR Diagram\n", + "# Remember to use a distance modulus!\n", + "plt.figure(figsize=(8, 6))\n", + "plt.plot(iso1.primaries['m_ubv_B'] - iso1.primaries[\"m_ubv_V\"],\n", + " iso1.primaries[\"m_ubv_V\"] - 5 * np.log10(100), \"r.\")\n", + "plt.plot(iso1.secondaries['m_ubv_B'] - iso1.secondaries[\"m_ubv_V\"],\n", + " iso1.secondaries[\"m_ubv_V\"] - 5 * np.log10(100), \"r.\")\n", + "plt.plot(iso1.singles['m_ubv_B'] - iso1.singles[\"m_ubv_V\"],\n", + " iso1.singles[\"m_ubv_V\"] - 5 * np.log10(100),\n", + " \"r.\", label=\"BPASS isochrone\")\n", + "plt.plot(iso2.points['m_ubv_B'] - iso2.points[\"m_ubv_V\"],\n", + " iso2.points[\"m_ubv_V\"] - 5 * np.log10(100), \"b+\",\n", + " label=\"MISTv.1 isochrone\", alpha = 0.2)\n", + "plt.xlabel(\"B-V\")\n", + "plt.ylabel(\"M_V\")\n", + "plt.title(\"Color magnitude Diagram of Isochrones at 0.1Z_solar and 10**9.3 years age\")\n", + "plt.gca().invert_yaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We do have several outliers but otherwise the pattern does not seem too terribly off from the Parsec isochrone's shape. Now I look at the primary stars and see if there are any problems caused." + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Taking a look at the Binary Cluster vs Default Settings cluster Observer's HR Diagram\n", + "# Remember to use a distance modulus!\n", + "plt.figure(figsize=(8, 6))\n", + "plt.plot(iso1.primaries['m_ubv_B'] - iso1.primaries[\"m_ubv_V\"],\n", + " iso1.primaries[\"m_ubv_V\"] - 5 * np.log10(1000/10), \"r+\",\n", + " label=\"BPASS isochrone\", alpha =0.7)\n", + "plt.xlabel(\"B-V\")\n", + "plt.ylabel(\"M_V\")\n", + "plt.title(\"Color magnitude Diagram of Isochrones at 0.1Z_solar and \\n\" +\n", + " \"10**9.3 years age (Primary stars only)\")\n", + "plt.gca().invert_yaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAlQAAAG6CAYAAADOPthGAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Z1A+gAAAACXBIWXMAAAsTAAALEwEAmpwYAACE4ElEQVR4nO2debgcVbW335U5hMwTeCAEAZmMEAy5IApBZklE7+UCOcyCIEQugrlOeAXRD/VeFBUDCCpTOAEBRQLIPASZjhBACTMSEgMmIQMZyJz9/bGq0nX6VE+n++R0n/69z1NPde/aVbWruqr6V2utvbaFEBBCCCGEEG2nS0c3QAghhBCi1pGgEkIIIYQoEwkqIYQQQogykaASQgghhCgTCSohhBBCiDKRoBJCCCGEKJOqElRmNtvMZnd0Ozo71XCezewiMwtmNq4j25GLajhH9YCZdTez75vZG2a2JromvtDR7WorZjYyOobrOrotQpSLmV0XXc8jO7otHUUp56AkQWVmu5jZ5Wb2kpl9YGZrzexdM7vbzE4zs15tbrXoUMzslOiiOaWj21IJEn9syWmVmS0ws6fN7Fdm9pmObqfg68D3gHeBS4HvA6/mWyHxgDul/Zsnqonod3+0jet2NbOvmdnfomfBYjO7x8w+VeJ2do1eAv5kZnMSz5duOeo/mvIsyjW16dhEdZB6AaRhZt8DLsRF2NPA9cAKYDgwDvgNcBYwpuKtFJXmoI5uwGbkA+Dn0eduwCBgD/xanWRm9wMnhRDmZ61XT+eoIxmPP0cOCSGs7ejGiM6JmRlwM3A08BrwK/xZcCwww8z+I4TwpyI3dxj+ErABeANYDeQzJlwHPJpneRfgPGBL4KUi2yCqkKIElZl9B39znAv8ZwjhmZQ64/G3TVHlhBDe6ug2bEaWhhAuyi40s48CvwUOBe41s31DCKvj5XV2jjqSjwCLJKZEO3McLqaeBA6K73Uzuwr4C3CNmT0cQlhexLb+DDwF/C2EsCoKDdguV+UQwnX5NmZmP8XF1FPoP7S2CSHknYCRwNpo+niBuj1Tyo4BZuCWglXA34Fv56g7G5idtl3gW8DfgA+BZcDjwDE52hvwt4KPAbcAC4CNwLgC7T8lWvcU4JBoHyuAhcC1wICo3mjgLmBJtPxOYGTK9j4J/AJ4EViMv8m8AfwUGJijDf1xi8o/o/qvAucDH42PK6v+dVH5SODM6PyuBuYDVwP9C51n/O0p5JhGZu8nZXvjomUX5TgH9wLLo9/tQWBf4KJonVa/CbBLtL+5wJroWJqAnQtdrynXQavrKVFnC+CVqN7XCl2L0W/z38DD0e+zNro27gT2ybOf44GZ+PW/ALgRFxKPAiHXuQTGAndH107ytzgw+m1fjs7pKvzN9kKgV8r+N51rYCLwHH4fvQv8jOheBD4btWkZfm3fCAwu9pwnztGPcCvA6mg79wEH57hus6ecv1fKuqdklX80Oi9vRudkMX4/XJV9HJTwTEmsMxZ/nsyLrsv3gPuT69Dy+TMSt4q8H52LZ4HxBZ47h0e/wQfJa6PY85pyDe0ZXUNLo+N8DPhUjuPrBpyNeyCWRfWfB74KdEmp/3ngoeg8rImup8eAs0u4Voq6nxLnKG1q9dxJ2deMqO6BKctuiJadWsq1nvWsCEC3Nqz7pWjdd4Dhbdy/ASfjYnFhdH3Mja6PY1PqfxK4HX8WrYn2fQWwdZ57bWTK73E78A/8XlsGPAGckKONj0bb6YFb916L9n1dEcf3BWAq8DqwEv/PfQ74rxzX5aY2U+R/YrTewfgzYCX+7LiDzH9R6n9fq20UcTDfjzY2rQ0/9CXRuguBK4H/wx/8ITrB3VMuzNlZZT0SP8Yr0TamRCcnAJdk1R8ZlT+OP3SeAS7DH6p7FWjvKdG6f8Bv7j/gcR1PJtq8T3TC742W3Rctm5X940b7nA/8HhdRPydzY78M9M2q3yu6UAL+B/yTaBuLgD+SX1D9Hn8IT432NTMqfzjHA2B21nHfEdW/A38Qx9OAfDdWtGwcKQ824FP4Q3l91L5LgHvwG+nPpAgq/A/lQ2BddP7/FxdTq6Pjy/sbplwHswvUOy2q99cirsV9ouviQeDXwI+jtq2I2nt4yvb/O9r+4ui3/En027wNvEBuQXVfdJ4ewq+z64CPRHXujdrXhN8Plyd+70eArlnbvChadnt0bpuia+Tv8TUFfDHaX/Y1/+cS7vcB+H0QgObo/PwGf9huBM7MekhehP/RLyVzvX2tiP1cR5agArbG75N1wJ+i8/wL/M95JYmXQUp8pkTrfBm/jtcAt+LX8m+i3/DRlOvuEfwP62n8+XM9fg1vIOtPncxz565oH9Oj9t9S6nnNuobuin7v+Br6fbT/VWS9nADd8esq4C9xV+HPqxejshuz6p8Rlb+H/0nF56OZrHspz+9Y9P2EC8OLon3OpuUzalyB/fSMzutKUkQP/pLR6hhLuO5n0wZBBewfHf8KYI+27DvaTvw/+4/oOr4ENwC8BNyWVXd8dA2vjc71j/CXgoC/KIzMqn8d6YJqFf5fdV20jatxURyAH6S08dFo2XTgX1H7fgJ8vYjjexX/v7wxukauxAVZ6m9G2/4TjyZzb8THFGuIx9LOQWpbiziYh6KNnV7ij7xvtN4cYKtEebfopAbgOykX5uyssm9Hde9JXrDAsMSF/KlE+Ugyby6tHowF2nxKtN564IBEeRfgATJ/jMdnrffbaNlRWeXbkfXnFpXHf+LfzCr/n6h8GmCJ8m1xUZpPUM0BRmSd51i8jS3iPMfHfkqOcxPvp9VFRYqgwt+aXs1xXs5N/EbjEuUDowv4fWC3rHV2xx88M4v8LePrYHaBejskfvPk9ZV2jvoDQ1K2sQ3+dv5KVvlH8T+GhcC2WedmWnwOcpzLQNYfZdZ2LaX8B9F6x2aVXxSVfwDsmijvif9Rb8DFSK5rfs8iz/mvo/q/zrp+d4r2vSb7+kk7z0XsJ74WT0mUnROVnZtSvw/QO/G91GfKbtHvuBjYPe33T7nuAnBhVr3D4v3muPc2ki7KSzqvWdfQKVnbOjMqvyLHNXI5iWcW0JWU5xv+Z7oGGJbS3lb3SI7fsaT7KVoWSAjYIveze7Te33MsHxMtf6aU7WZdw4ESBBWwPf5c2Ah8sS37TWxrES5mtsj3W+Buxffx+/0zWfW+GR3D/Vnl8b2Wfd/ukLKvHrheWAc0ZC17NNrO34q9Pgrsqwv+khKAf8vR5qL+E6PzEr+Mjcna1mWJe2lkwbYWcTAvRxtrdaMXWO+aaL0zUpZ9LPpR/5FyYc7OKnsjuuh2SdlOLEx+lygbGZX9ixS3YoE2n0Ju1XtStGxGyrIDSHmA5tmP4Q/Ch7PK34zOS6sfDriA/IKqleAFTo2WfbWI8xwf+yk52px6Y0XLxtFaUO0XlT2WUr9rdKyBloLq3KhsUo42xBf3bmnLs+rG18HsAvV6JW6YYYnyVueowHZ+GW0jeQN/Nyr7Xkr97XARF3Kcy+dLuXajdQdn3w9R+UXkfnP8XrTshpRlJ0fLTi5i391xC8ByYFDK8ljsfS+rvKTznHUtnpIoiwVVq+dNyvqlPlMuj8rOK+W6I/1l6h3g/ayy+N77YyXOa+Ia+kuO7a0Dnk2UdcH/aN8j3YIzIDpfv0+UPRe1KzV0odwp7X6KytsiqD6V63xEy3eKlr/WxrbOpgRBBfQj46m5oALnahFu8c77f4eHHgSgKWVZt2gb2c+w+F4bWWRb/j2qf1JW+aOkvFyXedx75XimxG0u6j8xcV6uT6nfH7egF3UOiglKt2geiqibZK9o/nD2ghDC62b2T2B7MxsQQliaumOzvsCOwLwQQlpX6njbo1OWvRhCWFNim2OeTSl7N5o/l7JsXjTfJlloZt3xN8Lj8Lfc/rRMVdGQqNsPt5bMDSHMTtnHX9rQ5rnRfGCBdduD+Pd/LHtBCGGDmf0FP94k+0bzPczsopRtfiya74oL/Upgic8Fr3Ez2w8XfvviFo0eWVUa8DcjyFyXrX67EMI7ZjYX/wNOozlPG/pEbfgifk760vI4GtLWo0LXdQ52wWPSngghLE5Z/jAuMNPu1UpwJ+7qmGJmh+Eu0yeAl0P0ZIQ2P1P2ieZ/LqE9L4QQNqSUzyVznWeT9puXc15b/d4hhHVmNp+Wz4SP4WL8DeC73iGuFavw+y7mJtyNMsvMbsHv8ydCCAvTVs5FifdTe9HW/7jSd2TWBbdO746H0fy/Cmz2JvyFYpaZ3Yr/Fk+FED7IqpfvP3m9mc3An0ejKXDOzWwEbtU6CBgB9M6qkusZlPO5lmdfg/HQic/h1vk+Re6r2P/EfP9VH5jZC7jRpCDFCKp38Zu6mIdqkv7R/L0cy9/Df4hYAbZ1G+BvUNn8K3/z8pJ9IYJbEwot655Vfgv+p/cPPK7jX7iZHOBruMslpl80z+6+T4HymKV52tW1wLrtQfzb5Wp32u8zOJp/ucC2t2xTi9L5SDTfgLsbc2JmXwRuw2NhHgDewt/SN+JWgQNo+ZsWOgfzyS2oUq/fSKQ/jAdIv4RfYwtxqwN4YHrPtHWp3HWdRjn3atlEAnUsbo07HH9TBphrZpeGEH5ZRjvjz/MonqU5yteTO/9f2m9eznnN14bkMyG+73bCr59cbLrvQgg/M7P38SD2/8KfZ8HMHgP+O4SQ9mfWgjbcT20lvrb751jeL6tee/J/uDBoxgPSK8F5+Ln7Et7R4lvAejO7B49RejOqV5F7NOoh3YyLksfxGKwPiLwruGU71+9W0v+ymQ0A/oq7SJvxDgSL8Wt4AC7Gc+1raUpZ2n9iW/6rUilGUP0F7/1zEO5LL5b44twK/7Gz2TqrXqFtpJFvG+3+tpEPMxuDi6kHgc+FENYllnUBvpG1yrJoPjzHJnOVby42RvO0a2ZASln8m+Rqd9pvGq+zRwjhb8U3rSwOjObPhRDW563p7pW1uJ/9leQCM/s1rd9ikr/prJTt5ftNc12/R+Fi6voQwilZbdia/H+I7Uk592pFiH6TY6MEi3vgvXbOAX5hZitDCL9tYzuXRvMGCiQdLZO033xznNd43T+GEP49b80EIYQbgBuiP71P4c+7LwH3mdmuIYQFBTZR6v3UVuJQio+aWbeU+3ynaP56hfaXipl9Ce+xPQ/4QkikaSmHyBL6C/w6HwZ8GveK/Cewu5ntHnlrKnUtnY+L8FNDVkoIM5uIC6pcbS31f/l0XEx9P2SlvzGzfXFBVS5t+a9KpZhM6dfib7//YWa75atoZkml+Hw0H5dSb0fc4vV2LncfQPCcIG8BDWa2U0qV+M9wZr52dRA7RvM7k2IqYixZJtIQwjLcktWQI8X9pyvewpbE7olc1qzYerNtyrK0ZK7xb9LqoWhmXUk/nqej+WbJYG5mW5DJ+3JTEavsiLuQsh/+XUg/nvgeaLXMzLYj/VwW0wbwHnvZVOoPqC28hvco29PM0lzMm+1eDSGsDyE8F0L4Cd6DC7xXYVufKfF1eUQ7NLcQm+O8voqLxn0iC2hJhBCWhhDuCSF8GY9fGURx93Cp9xP4i11JFvdITDyJu07T2hX/rq1cYZUiGpXhSvy3PCqEkMtKVBYhhAUhhD+EEI7Bj2cH4OPR4nz/yd3InPNC19LmfAZtjn3l+6/qj/cwLYqCgiqK57kI923fHVleWmFmh9MyxuB30fy7ZjY0Ua8r3oW3C8VZvH6H+7j/L1o33s4QvFdccl/VxOxoPi5ZGL1BTMmxzg34efmRJQIZzGxb3KTeniyK5iNyLI993y3ccWY2ivS3hCfxP4P9zeyorGVfpXX8FLh4XwpcGLlvWmBmXaxCY/+Z2fZ4fp5d8AfNr4tYbTawk5nFbsI4A/OFeIxcNk24ifmc6DdMrvMj2uaKnR3NxyULIzP8T9qwvYoQPDHnTbhb6OLkMjPbAXcLrcO7PlccMxtrZmlvmHHZh4myUp8pV+K/4/+kvVSaWanhEEWzOc5rZLG5HLdQ/NLMsuNhMLOtk8duZodb+lArw6L5hynLsplNafcT+HOqLS8iV0bzH1piiDQz2xvPlr6QrD9tMxthPtzaFm3YX3I72+PpSLrjHSnS4hXbuu2eZnZQ8v8iKu+OC1vI/BZ34O6yiWa2Dy35Gh6f9GAIoVDM2uxoPi5rn4fhFqVKkmtfo/HeupXgT7jBoDFF31xEbldxK4rKlB5CuCS6eS4E/mpmT+IBX/HQM/vjZtNnE+s8aWb/i7u2XjKz23D/+BG4Yv4L7k8uxKXROkcBL0Z+4S1wc+Yw4H9DCIUCtjuCv+JBsf8ena+/4OfqCFxovJuyzv/ib9LHATubD4vSn0xy1C+Qcb1VmqfwG+9rZjaIjD/58ii48U940OrE6A/kGVx8HRUtOya5sRBCMLPT8NiI283sD7jpPXbF3IvHuiTXWWRmR+M5t542s4dwV9nGaF/74qbmUsaMHGCZAPduuN9/j2hbXaJ2nFxkB4bL8Pw8z5vZ7fgf2X74w386MCHreN4yH7LpEvzavQU3Lx+CP+xeBD5RwrEQ7edN4PxIzD6Pn5vxuEDMJYg3B9/CLQBfjf6oHgGG4NdGX7xnzdvttO9GfCihx/DzswQX7RPwuMWfJ+qW9EwJIbxsZmeT+e3je2Ewbp1dTsZS1B5sjvP6A/y++Aowwcwexl1Tw/Bn+354T+O4M8jNwGrzziWzcYH6GWBvvIPDg0Xss6T7KeIh4Dgzmx7tZz3e83pGgX3djMfVHR3tbzr++x2Lv9h8OfISJLkBt1ocSGLomEh4X5qoNySa/9bMYpfWjxOdHqZHdd4gcsHlaefSEMLPCxxLkt74uZ5tZs/gvUh74c+YXXEPySsAIYQVkdvxVuAx8wD2OXiiz0PxWKEzi9jnFXhvuVuj320e/p9+OJ776dgS2l+IG/CA9J+b2YH4OdwJf979oRL7is7LGXg86uPRc/o93GL3cfy/d/9iN1ZKN8Vd8TeZl/D4kLXRjv+MdzdOy35+HC4mluPBh7PwGzMto/Ns0jOl9wK+E+13VbStvwATU+qOJCW9QJHHdwo5UgeQPxt46j7xP80rouNajbsaLsEf3rmOdQDeZfhd/I/gVdwtNTbax8+z6l9HCekMCpznw3FhtYKU3Bv4m+Et+FvOKlw0/nuBc5PMlL6c4jKlj8TH2orHyVoWnYcb8diDYn7L+DdJTqvJJFu8HPh0nvVznaNT8GSOK/Gu5n8ERhU4nhNx4bMafxOeigfDv4Q/QIu6zrJ+h5vwB9kq/J76Bi4YA1ndygu07RTacM3nadsA3FL2Bn79LsVF9aGlnOcC+7guu83Av+FWiBcT1+ebuNWz1QgPlPBMSayzL5kM02vxe/Re4OhCz4LE8kdpnSoj52/QlvNa6HfLdc5xUXQiLloWR8c4Lzov36FlLrWv4Nf+P/AXscX4Nf4NshIWF/gtT6GE+wkXeE34C9+GUq5P/P44D09ouwoX3feQO3P8oznaEP/G+aZxifqF6ianUu+F7tE5/zMujuJnzNPRb9QjZZ29o/O8MPqN5+D3zkfy3Gsjs8o/hbsUl5C5d76Q69oj5bov4Rh3w3vxLoiuk+dwS1j8O1xXTJsL3Ru4CP1LdD0vwQ0FJWVKt2hDosoxsy/j2Wi/EkIoxj0lqhjzNBnz8e71ubrRCyGEqBGKCUoXm5FkPEGibFs8tmM9PpyEqBHMbGh2oG/kPv8pbiX5Y4c0TAghREUpKoZKbFZuj/6An8PN+iNxf/EWwLdDCKXkwhEdz38AF5vZg3hSuUG4P/5juKvj8o5rmhBCiEohl1+VEQW/nogH3vXH45meB34VQvhDR7ZNlE7UG+V/8Bi4OIHi23hA5U+Cd+MXQggAzGxPojQfhQhZuZlExyJBJYQQQlQJZnYK3pmiICGE1HGCRMcgQSWEEEIIUSYKShdCCCGEKBMJKiGEEEKIMpGgEkK0G2b2qJn9PRqfTSQws1PMLEQxM+25n5HRfq5rz/2IzUN0T5UVq2NmXzezdWa2S6XaJSSo2h0z29XMvm9mfzKzOdGDLeQYByu53iAz+7mZzTazNWb2rpn9rtC4YWZ2XWKolXz1Lir0gDWzL5rZw2a21MxWm9krZva95FhYxWBm/21m90THssLMlkV/sj8rdDyidomGEToAuDCE0F5DJolOiERgu3MFnnn80kIVRfFIULU/hwHfA47E0+avLrSCmQ3Gh4A5Fx+u5jJ8cOJTgefMB8KN63axxMC7KdvaLu1zSr1tk1YEM/sB3rV/b3xQzSn4EDDfBx60lAFU83AmPtTKY/iN/Ft8kNPzgFlRagHRiYgGa/0h8DpKXtrRzMOHDavUYLKixgkhrAJ+ARxpZp/q6PZ0FiSo2p8/A/vg41vtSmbQ4Xxcgid+vCyEcFAI4VshhC/gAmsYLkpiPoWLkv8xs55xoZn1N7Of4wNTb28+4vlLkdWrf6JeLzP7H3w8uE9FZaPx8RaXAnuEEE4JIXw9Oo5f4QOYfrOEc/DxEMKeIYSTQwjfCCGcF0IYB5wB9AP+XwnbErXBwcDOwPVBXYk7lBDCuhDCqyGE9zq6LaKqmIqPh3h2Rzek09CWwQo1tX3CByYNQLccy/vggzOuIGuQUVwAvx2t/9FE+S64NelNYCbwOP5W+ltgm0S9baKyeVGdmdE6fwB2SdS7ONrH/6W0ry+wEReGXcs8F/2j/bxRRN2ueKbxZcCWOer8Ktref2SVxwNczsUHlp2PD7C6c8o2Pgb8GHgWHzx0DT6C+9XJc5moPy7a50V48s678YFiNw2mCXwCmBb99mui7c4Efg50L/JcnYIPzPsPfGDXZcATwAl51tkbuB8fvHQZxQ1MXfS5KtDem6N97JCyrAfwX9E5WBJd77PxwUgPLrdN+KgC34x+w+X4vfQKPuj48Ky6W+PW19n4QLEL8fvhkzl+gxDND8QHfI3P7d3ArjnasyNwa3SsK4EncYv1pu1l1T8wut5ejra9Ch/E+ULSB5Xf9HsCjcAz0THPjpaPJMeAzdG5+jaZAYpX4NbxtIHnDTg5av9C3No+F7gPOLbI66Ivnuj2pejYluNW+Fvic544nrTplMQ19FV8cON3outiMX6NH5Fj37OjqR/ws+jzOqKBcotpW5HHuBNwA/6cjQfRvgHYqcBvdzTuiYgHm74ZaEhZ51ESAw3jg9oH4Hc52tMTH3j6faBn1rJHot+xXyn3t6Ycv31HN6DeJgoLqoOj5fflWP7raPlpKcvOjZatB/49Txv+PaoTgP9KWX51tOysHOsviJbvWea5OCHazu1F1v9eVP/LKct6439Y75EQKdHD5sPowfkH4H/xP+PVwAfAXlnb+RZumfsj/gd8KW5l3BhtuyGr/rj498If6g9F61yHuzk/gf8hfhg9IH+E/4HfFz1sU8VhyvGtwocjui7axtXAP6N9/yCl/meiddbjfwiXANOj476HFEFV6rnK01aLrpH3cixvivb/d9zt8GP8D+cfwKXltAkYiIuDALwabf//onVXJI8Z2B7/0wvR7/Yj/K19TTSNz9r2KVHd26L23Blt++6ofAEwJGudnfA/shCd90uA3yfWTxNU9+LPiaZo+5fj4jPgf4Bds+pfFC2Lf99bo3N6ZbR8JCmCChiQ2O5z0X6m4C9ZAfhhVv1LovJ/RPUuwRNQvgTcVuR18US0jSdxUfO/+MvGe8BXE/fUz6N6L0THF097RnW2wq0rjwO/iX676/BQggCcnrL/2bi4eTY6hqvxe/XkYttWxDHujV+XG/FQiUvwa29DVD4mx2/3++i3+330m8+Iyl+htQh6lJaCyqLfbCXQP6VNjdG2Lk1Z9sNo2fhijk9Tgd+/oxtQbxOFBdWkaPnlOZZPjpb/JFG2C269yLZQ/YbWFqrf0NJC9Va0btJCFT84/zdl/7GFKgDHlXjsp0cPkEtxQbEhOh+t3txyrL81/kf0bMqyU6I2/b9E2UBcZL0P7JZVf3f8D3ZmVnlD9gMsKj80au+VWeXjyLw9n5my3k+jZUelLBsIdCny2HNZeh6KzklDorwL8Ea03yOy1vlKor3jyjlXedq6S7T96SnL+kfXz7OkWDiBwWX+frFYuzL73EbXbv/E9/uiuhdk1fsULkQXkRC8iWtsPXBQ1jo/ipZ9I6v8/qj83KzyoxK/wylZyz5KlHQ5q/wHUf1js8ovispXAqNT1htJuqC6Lkebe+GibiOJl6bofPwT2CJlH0Oyy1LqjIr298eUZV2AgYXanFjek3SLcX9c4C0Gemctmx1t80GgT1vbluf4DBdAATg+a9mxZER+l0R5/NstA0bluJaPySp/lISgisri/4VWwi+uD3wsZVl8HbZ61msqfVIMVfXRP5p/kGN5XD4AwMw+jZuJXwQ+DvwN/5PdDX/AvpKIoXolKtstqvM3/I/pRaA52hbAXdH8dDMbmbX/H+IPDvA/vFI4HXdbfB0XKM/hLp43ilk5eAzIHcAnzeyTWYvPxP8ArkmUnYSfpwtDCC9nbWtWVHe0me2WKJ8XQliTsu/78Tizw3I074UQwq/zNH9VyjaXhCJ7v4UQ3kopW4tbCroBByUWfQp3Mz0SQvhz1mpX44Hi2ZR8rvIwIpqnxewE/PpZg/9eLReGsKitbTKzYfgf13vA5OxzG0JYHkL4IKq7DX4NzsEtEcl6T+KWiUG4NTebm0MID2WVXR3Nx8YF0T4Owd30v8rax5/wThqtCCH8I0T/dln8PJrnugavDiE8n2NZC6KOLyfgLyfZx78ad5kabt1Isg5/schu8/vF7Dci7V7YGEJYUuwGQghrQgj/TCn/APgd/mzaO8fqXw8hrGyHtn0Kf5l4KoRwU9Y2bgH+gscVfjpl3V+GEP6eVRY/y8ZmV07hWtzCdWay0Mx2xnvaPhJCSLvv/xXNR6QsEyWSt+u+qEpiMRM/cJ8Edg8hzAXwzlWbHiznmtnPQgjvRMs+nvgc11sNXGxm1+KWK0IIT5rZr/Gb829mdjv+xrcf/pCahQuxVg/WfIQQ9on2PRjYCw9Gf87Mjg0h3FvkZq7AYw3OxIPaMbNReMD8n0MIsxN1943me+RIJfGxaL4rHq8S9047HrdG7IE/mLsm1lmbo13NOcpvwV2xd5jZbfjb8RNpAikfZjYC/5M7CH/4ZfeybEh8jntN/iV7OyGEjWb2JJljjyn5XOUhHgS61Z9QCGGZmU0HJgAvRNfW48AzIYQPy2zT3rg1YUaeP8yY+Bw9HkJYl7L8YVxwjMbdkUmeTak/N5onXzI2/Q4hhLR75VH8z64FZtYHv2a+iB9jXzL3PbT8rZPkugbT2Bu/rkOOc9s9mu+aKLsJOAfvBHMrLgifikVqEbyMu/AmRj2O/4Rfo89GLwclYWa7A/8N7I9br7PTuaSdp9X4i2R7tG2vaP5wjuUP42JqNO7SS1LsNZVKCGGRmf0eOMnMPhW9FED0jASuyrHq4mg+pNA+RGEkqKqP+OHUP8fyfsl60Vv43Bx1iQVU9ueUenOzvn/FzJrxG/KYqPg5/O34NFxQLch5FHmIrBAPmNlfcRP4DWa2XfCuvIXWfcTMXsEffF8PISwn81aWbSGK/9i/XGCzWyY+/wz4Gm7luA8XmXG7TgG2y7GNf6UVhhCazewzeK/Jo4ETAczsNeD7IYRpBdpGlCajGX+wPo67kT7ABe1IPAakZ2KV+NrJ1aM0rbwt5yoX8fnKla/sWFwcNuJpOABWR4Jzcgghbl+pbRoQzecV0cb4HOXq+RaXD0hZtjS7IISwPnpJSYrvQr9Dq2vGzLrjf7xjcdfVLXgAeCz6LqTlb513e3mIz+3e5LbkQMvf+zw8ROBLeKzht4D1ZnYPbvV5M98OQwgbzOyzeCzk0cBPokXLzex64NshhBXFNN7M9sHPUzfc2n4n7jbbCOyJu7LSztOCNOtfhdpW0WsKdy1Dy2sqH1fgVt0zgSejXt8n48/pO3KsE7+YFXz2isJIUFUfr0XzbAtCzE7RPM18SwjhlGJ2EkK4qIg6v8PN5y0ws99EH/9azL7ybH+pmT0FfAEXaGlvaWlchQcbHx897I7H/0TvyqoXi9M9Qghpb6UtiFxG/4X/kX0qEmvJ5RPzrJ7movEFITwFjI8ecJ/EA63PAZrMbGEI4cECTTsf/wM8NYRwXUqbTs6qvyyaD8+xvbTyks5VAWKhPThtYSScLwIuinKo7Y+L1RNwgfiZNrZpaTTPZcFJEm97qxzLt86q1xbidXP9Dmn7PgoXU9dn38tmtjUuqHKR8xrM07bLQgjnF7NCZGX7BfCL6F75NHAc8J/A7ma2e5q7PGsbS3Bhdp6Z7Yhb6M7Ee+wNIHrhKILv4mLgwBDCo8kFZvZt/DymNqEd27Y5rqmchBCeMbOZwDFm9jXgCPwe/EkeK1t8j7bp5Vi0RDFU1cfT+NvCfmbWN7kgSrx5aPT1kc3dsKgNh+JWmsdCCMVYAgoR//mtz1urJdfjsWBn4taOAcBvU9wqT0fzz1AcH8XviftTxNQ20fI2E8V9PBlC+B4u3CD3gz/JjtH89pRlrVxGQBxH0ypWI7qG0hL5lXqu8jELt54VHNYihDA3ijc5DA+k/3TkEm5Lm5pxC8X+kdssH5vOkaWPWnBgNJ9Z5L4L7SPNyjAupazU37qtxOeqTb93CGFBCOEPIYRjcEvRDngMZynbeDOE8Fv8uFbQ8l6I7+Vc1pkdgcXZYiqi7PNUoG25iH/vcTmWx+XlXFOFuBK3DJ+EexcCLeNKs4nv0RfasU11gwRVlRGZlW/E81FdlLX4q/gb/H0hhH+0ZzvMrF9K2Q548O0G3NyfvXwXyxobysy2S2Z2z1p2Ju5umIt3oS+KKGZjGm7a/2HUnt+kVL0Wt1pcaGatAjujLPPjEkWzo3mLP0Az2xJ/KJVs0TWzzyQTqSaIrRbZcUNpxO0al7Xtw/BA/2yewF0zB5rZEVnLziDd+lnqucpJ9Pu8AHzCsjLqm9lQM/u3lNX64LFC68nEqZXUphDCQjw1xdbApZY1fqCZbRn/FlFA8wP4/fS1rHr/hrsjl1BGlvfEPrbH793kPo4i/Y9/djQfl1X/o2TcUGUTQliAx0SNMU8K3OraNrMdos4smFlPMzvI4uDLTJ3uePA+FLiWzTvH7J6yaCDunku6nZbgYiBXsPRsYJCZfSJrH6eRO2i/Um3LxRO4h+HT5sMuJbd/NG6JfZ2U2MYK0oRbwL6BX18PFIjX3Cead8gLemdDLr92xsyG0HK8pDj477eWGeDyxyGEVxN1voM/UM83sz3xt8ld8bekBXhqhfbmt1Fw5nP4w21HPJC4O57j5emUdV6J5smH7mjgD1Eg9Ot4PMlg/EYehb/9nZgjaDcfV+BiogHvnt8qjiwK1Dwa/1N82swewq0nG/EH9b5RW3pF9f9lZjfjbowXzOx+PC7iEDyY9QVcxJXC14FDzexRPPfNCty9eQR+Xq/OvWqLYz0VuDUK4p6HWwMOx/PWHJt13BvN7HS86/ud0Tpv4TmxDsHzah1BopddqeeqCG7H3ZufxfM0xTRE238Ff1Ofi8cFjsddJb+MrYNtbNNXo3PzFWCcmcX5vrbH/2g/jweDE9V5Avi/yPL6LLAt7sLaiLtYW1gq28AkPFHmz6N9vIjfS1/E80ZNyKo/HU9/cr55Z4vno2Mdj5/HSvbG+ioeQnAxcKKZ/QW/Pz+CP2/2BibivRR74x0qZpvZM3gyzV749bQrcGcI4ZVWe2jJHsAfzew53K3+LjAUf651JyEYQwgrov18xsxuwp8dG6L9/A3v8XgY8JcoGPsDYAxulb0Nj4MqhaLblosQQjCzk3ERfYuZ/QmPEd0ZD2tYDpwU2nFcyxDCh1EYRGwBz9nzOHrhOAh4LYTwUnu1qa4IVZC7oTNPZPKp5JvGpaw3CI9XeAf/Q3gPj2dqlXulndp9Mv5nsyja/z/xpIefyLNOoHV+lBF4LqZm/GG9Dn+wvIgLzW3LaOPz0T6PLOI3+BXuUlqNxxi9ilsCv5BVdwu89+GbZDJBT8H/uB9NOb5xURsuyrHvQ3FLy8v4Q38l/hb7S2C7Eo71U7hrZUl0/v6CP6Rz7h/4N/zhvjya4kzpcUb5Pcs5VwXaOwxPjXBLVvkAPPD3YVwYromu7UfxP++0/EsltQm3dl2A9+b6MDr2l/E/4WFZdRtwN0l8n72PB/DunbLdU0jJG5V1/T+aUr4j/ie/NPr9nyJ/pvRtcetR3CFiFm5x6Ja2D/Jkvk+cv0B6pvQ44/iT0fW5Bk8l8RBuuRsc1eseteHP0fLVeLD807gw7VHENbENnuPuCTyAfg3+XPkzKdnNo/M2HX8GxbnvTkksHx/tf3l0bu8nE4+Xdl5nE2WPL7dtBY5z5+jafA9/3r2HPzvTRmbI+dvl+t1IeQ5lLd8jWu9dcuQ7DJlnUwC+Vsrxaco9WXRihagpoviyd/Fuv9uHdnzr62yY2RO42OofCqcXKGc/v8aF+cgQQik90IQQbcTMTsFf4n4YQvifPPVux92CO4TiU1+IPCiGStQqZ+Fduq+QmGqNmW1hZgNSyk/BrV33t6eYivgebvW5oJ33I4QAoli48/FYxHzuvj1xt/NFElOVQzFUomaIAorPwt00X8ZN6Vd0aKOqlxHA82b2AO6+7IbHs30ad498vb0bEEKYb2Yn4F3qu0j4CtE+mI9ycQAeAjAK+FVIySSfYGt8IOhcCT9FG5DLT9QM5sPgvI3HNzwHnBNCaM8uyDWLmQ3EB1k9AA/27onHhjyIj3dYUqZ2IUT1Yp7t/kI8BOJ2fOxIJevczEhQCSGEEEKUiWKoKoSZFTsWnRBCCFE16P+rMiiGqkL069fvsDFjxsjcJ4QQotZYVriKKIQEVYXYaaedePbZYoeiE0IIIaoDM3ujo9vQGZDLTwghhBCiTCSohBBCCCHKRIJKCCGEEKJMJKiEEEIIIcpEgkoIIYQQokwkqIQQQgghykRpE4QQdc+yZctYsGAB69at6+imCFExunfvzrBhw+jXr19HN6UukKASQtQ1y5YtY/78+TQ0NNC7d2/MrKObJETZhBBYtWoV8+bNA5Co2gzI5SeEqGsWLFhAQ0MDW2yxhcSU6DSYGVtssQUNDQ0sWLCgo5tTF0hQCSHqmnXr1tG7d++ObkZZXHfddZjZpqlr1640NDRwzDHH8Nprr+Wt27dvX/bYYw9+9atfsX79+hZ1V61aRf/+/TEzXnzxxdR9L1u2jAsvvJDddtuNPn36MHDgQEaNGsWZZ57Z4o98zZo1XHbZZeyxxx707duXfv36scsuu3DyySfzxhv5E3VfdNFFHSZ2H330UcyMBx98sEP2Xy69e/eWK3szIZefqDxNTdDY2NGtEKJoOotl6tZbb2WbbbZhw4YNvPXWW/zgBz/goIMOYtasWfTv3z+17rJly7j11ls555xzWLBgARdffPGmOn/4wx9YtsyHebvhhhv46U9/2mIbGzZs4OCDD2b27Nl885vfZM8992TlypW89NJLTJs2jXfffZdhw4YBMHHiRO6//36+8Y1vsM8++7BhwwZeeeUVbr31Vl5++WV22mmnnMd1+umnc/jhh1fqNNUVneXarglCCJoqMH3yk58MImL8+I5uQX1w000d3YJOwcsvv9zRTSiba6+9NgDhjTfeaFH+wAMPBCDcc889BeuOGzcu9O3bt0XZIYccEgYNGhT+7d/+LQwfPjysX7++xfKHHnooAOGOO+5IbdeGDRtCCCG89dZbAQg///nP89arRh555JEAhAceeKDkddevXx/WrVvXDq0qjULXOPBsqIL/0Vqf5PITolaZNq2jWyCyaWrq6Ba0IA5ELsbls/fee7N8+fJNbrp58+bx0EMPcdxxx3H66aczf/587rvvvhbrLF68GICtttoqdZtdunQpqV4u0lx+v/jFL9h1113p3bs3AwcOZMyYMfzxj3/ctDyEwGWXXcbOO+9Mjx492HrrrfnqV7+6yeIWs379en7yk5+w22670atXL4YOHcrhhx/Oq6++2qLehx9+yFe/+lWGDBnC0KFDOeGEE1i6dGmLOmbGBRdcwI9//GO23357evTowd///ncApk6dyh577EGvXr0YMmQIJ554Iu+9916L9UeOHMkJJ5zAzTffzK677kqfPn0YM2YMf/nLX1qdk8cee4yDDjqIvn370qdPHw477DBeeumlvOdRtC8SVKIyNDXBhAk+QeZzlf3BCNGudLDI3bBhA+vXr2fNmjW88sorfOc732HYsGGMGzeu4Lpvv/02Xbt2ZcsttwTgxhtvZOPGjZx00kkcc8wx9OrVi+uvv77FOnvttRfdunXjzDPP5I9//CNLlixJ3fYuu+xCv379+Na3vsXUqVOZP39+Wcd500038fWvf52JEydyzz33cNNNN3H00UdvEm4AF1xwAeeffz6HHHII06dP5xvf+AbXXXcdRx55JBs3btxU77jjjuOCCy7gc5/7HHfccQfXXHMNu+22Wyuxc+6552JmNDU18b3vfY/bb7+dc889t1XbrrvuOu6++24uvfRS7r77bj7ykY9w9dVXc+KJJ7Lrrrvyhz/8gR//+Mfcd999HHDAAaxYsaLF+o8//jg//elP+cEPfsAtt9zChg0bGD9+fAvxdvfdd3PQQQex5ZZbMnXqVJqamli+fDmf+cxnmDt3blnnVpRBR5vIOsskl1+CSrr85NZqyU03+fnNnnSe2kxFXX4d5O6O3XjZ00c+8pHQ3NycWvfVV18N69atC4sXLw5XXXVV6NKlSzjqqKM21dt1113DzjvvvOn7cccdF3r27BmWLFnSYnvXXHNN6NOnTwCCmYXddtstTJ48OcybN69FvTvvvDMMGTJkU9s++tGPhkmTJoVXXnml4PFdeOGFwf+unEmTJoXRo0fnrL9o0aLQs2fPcPLJJ7cov/HGGwMQ/vSnP4UQMi7LX/ziFzm3Fbv8TjrppBblkyZNCj179gwbN27cVAaErbfeOnz44YebytavXx+GDRsWxo0b12L9xx9/vNW+t9tuuzBgwICwePHiTWV//etfAxBuStzjO+ywQ/jsZz/bYnsffPBBGDx4cDj33HNbHYNcfptnkoVKVDdya7WksRGmT/cJMp/VCaDjqCLr7B//+Ef++te/0tzczB133MFuu+3G5z73OV555ZVWdXfZZRe6d+/OoEGDOPvsszn++OP53e9+B0BzczOvvPIKJ5544qb6J598MmvWrOH3v/99i+2cfvrpzJ07l6lTp3LGGWewceNGLr30UnbffXdmzZq1qd6ECROYPXs2f/jDHzjnnHMYMGAAV1xxBaNHjy65B93ee+/NCy+8wDnnnMODDz7Ihx9+2GL5008/zZo1azjhhBNalB933HF069aNxx57DID7778fM+PLX/5ywX0eeeSRLb6PGjWKNWvWtLK2HX744S16jb722mssWLCA448/vkW9T3/602y33Xab2hKz7777MnDgwBb7AZgzZw4Ab7zxBm+99RbHH38869ev3zRtscUW7LvvvsyYMaPgsYj2QYJKVJ6JEzu6BUJsPqpI5H784x9nzJgx7L333hx11FHceeedhBC46KKLWtWNxderr77KypUrueGGGxg0aBDAJtfehAkTWLp0KUuXLmXvvfdm6NChrdx+AAMHDuT444/nqquu4pVXXuGOO+7YlE4hSZ8+ffjiF7/IL3/5S5577jmefPJJunbtyre+9a2SjvOkk07iyiuv5JlnnuGwww5j0KBB/Pu//zuzZ88GMjFbW2+9dYv1unXrxuDBgzctX7RoEYMGDSoqbUZ8bmJ69uwJwOrVq1uUZ+8zV1vAY8qSbspi9hPHuJ122ml07969xXTXXXexaNGigsci2gelTRCVp9w/kqamlpap+M1/4kRZYpJUSrgqzUWnpXfv3nz0ox/lb3/7W6tlH//4x9lxxx1bla9du5abb74ZgD322KPV8oULF/Lmm2+mrhtz1FFHsccee/Dyyy/nbd8+++zDoYceyr333lvoUFpgZpx55pmceeaZLFmyhPvvv5+vf/3rHHvssTzzzDObRMm//vUvdt99903rrV+/nkWLFjF48GAAhgwZwuLFi1m1alXFcpFlB88n25LNv/71L8aMGVPS9uO2/+hHP+Lggw9utbxHjx4lbU9UDlmoRPVRRW/8VU2lzofcqpWjyqyzH374IW+99RZDhw4tep3p06ezePFiLrzwQh555JEWUyy0brjhBgDef//9VhYagJUrVzJ37txNVpnly5e36l0HHkT/xhtvpFpvimXgwIEce+yxHHPMMZt6ue2zzz707NlzU3tjbrnlFtavX88BBxwAwKGHHkoIgd/85jdt3n8hdt55Z4YPH96qLU8++STvvPPOpraUsr2RI0cya9YsxowZ02r6xCc+UcnmixKQhUoIISpFB4v+F154gffff58QAu+99x6/+tWvWLx4Meecc07R27j++uvZcsstmTx58qYef0kuu+wybrjhBr7//e/z6KOPctZZZ3HKKafwmc98hgEDBvDOO+9w+eWXs3jxYs4//3zA44gOPPBATjzxRA466CCGDRvGe++9x29+8xteeuklrrjiipKO84wzzqBv377su+++DBs2jNdff50bb7yRQw89FHCr0Pnnn8+PfvQj+vTpsymO7Lvf/S6f/vSnN8VDHXjggfzHf/wH559/PnPnzuWzn/0s69atY8aMGRx55JFF9Y4sRNeuXbn44os588wzOeGEEzjhhBOYN28eF1xwATvttBOnnnpqSdszM6ZMmcJRRx3F2rVrOeaYYxgyZAjz58/nySefZMSIEZvOu9jMdHRUfFsn4GPAL4C/ASuA94A7gT2KXP86UnrFAD9vS3vUy6+dUO+19kG9BTfRmRJ7JqehQ4eGAw88MNx7772pdbMTe4YQwoIFC0K3bt3Cl770pZz7uvrqqwMQHnnkkTB37tzwrW99K4wdOzYMHTo0dOvWLQwZMiQcccQR4aGHHtq0zpIlS8L3v//98JnPfCZstdVWoVu3bmHAgAFh3Lhx4dZbby14fNm9/K677rpwwAEHhKFDh4YePXqEkSNHhq997Wvhgw8+2FRn48aN4Wc/+1n42Mc+Frp37x622mqrcPbZZ7eoE0II69atCz/84Q/DTjvtFLp3776p/a+++moIIXdiz/g8vv3225vKgHDBBRekHsONN94YPvGJT4QePXqEQYMGhRNOOCG8++67Lepst9124fjjj2+1LhAuvPDCFmVPPvlkOPLII8OAAQNCz549w3bbbReOPfbY8OSTT7ZaX738Ns9kfi5rDzP7KnAGcD0wExgAfAMYDewXQniuwPrXAZ8DPp+16L0QwjultmfMmDHh2WefLXU1ITqeCRMy7tU65JVXXmHXXXft6GYI0W4UusbN7LkQQmnBXKIVtezyuxmYEhKK0MweBmYD5wInFbGNtSGEp9uneUJUIQpAF0KIdqFmg9JDCO+HLPNaCOED4HWgoWNaVUMog3l9khaAXmWB1EIIUYvUrKBKw8wGAR8HWmexS2eYmb1vZuvN7HUz+6aZdW3HJlYP6tklYmSxolZDH4QohK7tzUctu/zSuBww4OdF1H0BeA6YBfQCvgj8CNgJOD27spmdgcdspTJixIiSGyvEZkF5vfLSvXt3Vq1axRZbbNHRTRGi4qxatYru3bt3dDPqgqoJSjezg4EHiqj6WAhhXMr63wYuAU4LIfyujW24DPga8LEQwhulrFsTQenZf6wA8+bB4MHwQDGnXtQ8dR6AnsayZcuYP38+DQ0N9O7du1ViRiFqkRACq1atYt68eQwfPpx+/frlrKug9MpQTRaqJ4Fiutp8mF1gZl/BxdR32yqmIqbhgmoMUJKgqgkaGzMWifiPdcIEaG72skmTYMqUjmufEB1A/Efz7rvvsm7dus2343fege2223z7E3VH9+7dC4opUTmqRlCFED4EXi11PTM7EbgC+GkI4f+V2Yz41bQ6zHabm9tuk6Dq7CgAPZV+/fpt/j+d3XaDKvEQCCHKp6aD0s3si8C1wG9CCJMrsMlGXEz9tQLbqh4mTWr5vakJHn0UevaE+++HpUv984IFreuKzoVipoQQol2oWUFlZvvjLrq/AdeZ2T6JaXRW3YfM7M3E9+3MbIaZnW1mh5rZBDP7HXAO8OsQwlub9WDam6lTW35vbIRx42DNGth6a1i3DgYMgG7d3ErVv7+ElRDtgVlmSvsuhKhZqsbl1wY+C/TEM6M/kbXsHWBk4ntXWh7rcmAx8E1gOG6VegX4L9x92LlIGbx0E6NGwapVMH8+dOkCl13mgety/QlReZIuPjO5/IToRFRNL79ap+p6+U2a5NYmcJfegAGwaBFss42LKPAefosXw8qVsM8+cPfdEI9Kf9llcg8J0Z5IUIkqQb38KkPNuvxEAfbbD8aO9Qmgd2/YsAGOPLJlt/lLLnExNW+eP+CXLnWL1qWXeg9AZVQXQgghCiJB1VlpbHThFIunVat8PmdOps5bb3m9iROhocFjqHbf3QXV4sVK/ChEeyLrlBCdilqOoRLFcMghsHat9+ADd+t16QJ9+nh5Mmv2vHk+DRjgAiwWUxpQVwghhMiLLFSdmUmT4ImseP0QfNqwwSdwERXXW7rUrVVLl2Zcfhr3TwghhMiLLFSdmSlT4PXXYcYMt0Yl6dPHBdW8efBqlE918WLYuBFeeAG6d4c//9mzqPfuvdmbLoQQQtQSElSdnXiMvuHDM24/M1i40PNNzZ3r4mnmTF8WuwBnzIDlyzNB7RpQVwghhMiJBFU9MGkSLFmS+R4CdO2acf/16JERTPPmwb77+ueuXTPj/WlAXSGEECInElT1wsaNub+vW+euvYYGt1xdeaULLTMfkmbdOg9uj61dQgghhGiBgtLrhcGDYfz49GUhuJCaOxc+/3nPVRXXXbMGzjpLYkoIIYTIgyxU9cBvf+tuvbvuSl/epQt85SueUuHqq/07uNDq398tVPvtV3rslNItCCGEqBNkoerMNDV5/NOaNXDAAW51yu6xZwZbbgnXXONxVqNGwaGH+qDJ3bu7+69793RhVCiLutItCCGEqBMkqDor2fmjmpvh6aczGdOTo9uvXOlWqHgQ5eZmeOcdt1CddRZ8+KELs+yhaCSYhBBCCEAuv87LN78J//xn5nsyZULcuw8yST5jnn8+Y8Uy89QJIXjvP/AEoPnceNlCTukWhBBC1AEWNJ5URRgzZkx49tlnO7oZ6cTWqPHj4e9/dytVLLCKpXdvd/0NHOhuwWwmTvR5UjQp3YIQQlQ9ZvZcCGFMR7ej1pHLr55obnYxNHYs9OqVu17SHRh/jt2Bgwa1HHQ5/tzYmLFMFYqtEkIIIToZcvl1ZgYP9uFkYhYsyN3TD1q7A5OE4CJs3jzv+bfDDrm3M22aC6zYaiWEEEJ0ciSoOjOLFmU+m2VyS02cCOeeC++/37J+LiEFnkph0SLfTq9ePlRNU1N6zFRzs6xUQggh6gq5/OqNODh84cKMWIrdej16tK4/ZAj065cZrmaLLdz9F+eYamx0l9/EiS6kwF2K06bBeef5sDdCCCFEJ0eCql4YNKh1T7tY7MTCau3a1ustWeJpE0Lw5StWwPr1LpaSaRQaG11IJWOrxo6FOXPa75iEEEKIKkGCql5YtKh12oLXX89kRc/FgQdmxv2LY6zA47EeesjTKMRMnOgCq7k5ky4h/iwXoBBCiE6MBFU9EMc6ZfOxj7lLL46tShNXDz7ogqprV59ihg3z/FVPPdXSStXYCEcf7d+bm91KBe4CzNUOIYQQosaRoKoHTj45Pav5Nde0dNPF1qfRo6Fb1F+he3ePoerSxd2GQ4dm1h8wACZPbr3dKVMyLj9IT61QrUjwCSGEaAMSVPXA+vUtv8dj/K1b54k+46D0WFA9/3xmnXXrPFv6unUeTxW7/5Yu9fmll3o8VZoQqcW0CdUu+IQQQlQlSpvQWWlqcrETDxnT3AzDh3vG80GDoKHByxcscAvUunXuwksLTI+F1sCBvt4HH8C11/r2Z87MxEtlE8dsaTgaIYQQnRwNPVMhqm7omeyknoXo1s0FVXw99OjRUlyZwYgRLsZefRV+8xs49VQ49FBfHsdLFRJJacPRxCkYOopswRcjwSeEqAM09ExlkMuvs7JoUcus5926efB5XJYU0uPH+5A0vXplYqfWrWu5vRDgkkvcQjVsmAuN3XfPiKM4FqstAqSj3WxxLq204XSEEEKIIqhpl5+ZbQtcBhwCGPAg8LUQQsHkR2bWC/gBcAIwAHgB+GYIYUZ7tbdDScZRxe7AmObm1oMlp1kuzzvP46k2bHD34erVPgzN6tUurmJX3ogRHpieRi3GVQkhhBAFqFkLlZltATwM7AKcDJwI7AQ8YmZ9itjEb4EvA98DxgPvAfeZ2Z7t0uCOoqkpY3UCFz2nneaB5zGxmOrZ061PAGef7fOuXb2nX8wuu/h87Fgfzy+Op2poyFh25szJ3VsuGVc1YUJGhMWfO7qXnQSfEEKINlCzggoXQx8FvhBCuCOE8Cfg88B2wJn5VjSzPYBG4LwQwjUhhIeAY4A5wMXt2+zNyODBcPzxGevUXXf5tMUWboG66SYv793b5yG4tQkyGc7N3P0X9wScNctdg+AB77ninwq58Yp1s21ugSU3nxBCiDZQy4Lq88DTIYQ344IQwtvAE8BRRay7Drglse564GbgMDPrWfnmdgDZcVTbbeef40GTzznH56tW+XztWli2zD9Pn+6WKbOMmJo/34PQBw705ZddlhEgI0a0tDhVKkN6R8dXCSGEEEVQy4Jqd+CllPJZwG5FrPt2COHDlHV7ADuW37wq5J13Wn6//HK3NsWCKSYWUevW+RSLMjO3cL37rtdLWnOmTMm4y9IypOdDbjYhhBA1Ti0HpQ8ClqSULwYGlrFuvLwFZnYGcEauDY4YMaLALjuYQYNaplGIUwUcfDDce2/GLThkCLz/vs9jC1ecQqFbN7daxXFU2WS7y7LTI+Qizc2nvFVCCCFqiFoWVABpSbQspSytTknrhhCuBq7OtXzMmDHVmdBr0iS47bZMYPrw4T4fNszjpGIXX8z777ecQyYf1fr13sOvoSF3j75p01z45HLVFZNzKh4TENLzVgkhhBBVRi27/JaQYknCrVNp1qcki/OsGy/vHNx8s/fii3vyxZ/ffddjp8aPdwtUHKDer5/Pe/TwmKtsQnC33333eQD7nJQMFY2Nud14sdDq6N58QgghRAWpZUE1C4+FymY34OUi1t0+Sr2Qve5a4M3Wq9Qo2YHp8XzRosxYfmvXem9AyFis1q5tHXOVpHfvTHB7UxPstZdP4FalQrFTxQabK75KCCFEDVDLgupOYB8z+2hcYGYjgf2iZYXW7Q78Z2LdbsCxwP0hhDUVb221EIuc2PW3apXnmoqtUXEeqh49Mp/TWLHC0ybMm9dyzEBonQIhLedUc3NxVirFTAkhhKgBanYsvyh554vAKuC7eEzUD4C+wCdCCCuietsBbwEXhxAuTqx/M3AY8N/A28BZeILPT4UQZpbanqobyy+bQmP7dekCGzemL+vXr3WsVZcusOWWXt6vnyf5jAdczhXz1NTk2dbjHoAxCjYXQogOQ2P5VYaatVCFEFYCnwVeB24EbsKF0WdjMRVhQFdaH+upwLXAD4G7gW2Bw9sipmqCbNdfnyiZ/PjxPr/xRu/xF8dSDRmSWTdO9hnTvbuLrxUrMsvnzXOr04wZ7vpLsz41NmbG/AONmSeEEKLTUNO9/KIx+/6jQJ3ZpPTeCyGsAs6Ppvpj5Uqfz4iGLjz++JZD1OyzD9x9twuwODN69+4uxBYu9JxUsTgbMACWLvV6V16ZXyDliomaNCn3+H9CCCFElVOzFipRBoMSHRyTrrz16+Ghh/zzXXdlBNOyZR6k/uGHGUsXZOZxioWBhdJ/kRFb2cLqtttKOwYhhBCiipCgqie23NItS/liqbp29R58o0d7YDpkxvqDTFb1EDyOCtw9ePrpcMklLdMiTJqUez9JK5ZSKAghhKhxJKjqiRUrWsZRDUpJxbV+vff8W7w4k9Czb1+fDx3qAyv36OGB6EOGuJvwssvg9dfh2ms9DUOc6byQ1WnSJO9teOqp/n34cJ/yCTEhhBCiCqnpGCpRJosWtR7HL2annTJ5qJJJQWNOP90FU9yzL3YVdu0KZ53l8VTLl+ff/5QpPsVpFObPb/uxCCGEEB2ILFT1SFOTC584EWc23brBG29kXH9xT8Dx4+Hss/3zbbd5775VqzwVQjx48vr1HnO1dKkv79kT+vdvbXXKzk21dKl/zuX+k1tQCCFEFVOzeaiqjarPQ5WkUE6qJKNHw+TJ3gvwpps89inu4Td0aMsx/9KI18nHhAmtxwRMq6Mx/YQQouIoD1VlkIWqHlm0CLbZpri6b73lFihwURW7CM0yYmr06JbrJOtceml+y1OMUiYIIYSoYSSo6pW5czPB6flYvtxdfzfd1HpMwJtu8unll108mXnA+tChmUGWZ85smQk9TVjFKRSyl6UNWVOMOKsEcjEKIYQoAbn8KkRNufyS5ApKzybpuksm9Yy/Dxni4mvtWo/PGjTIg9iHDXNBdsklXnfatNyuu3xuvc3t8pOLUQhRJ8jlVxnUy6+e2XLLwnWS4im2FJllPo8Y4fNtt4UXXvAUCzvs4K5C8J57EyZk8lN1NE1NGupGCCFExZGFqkLUrIUqppClavRo2Hdf2G8/j4t6+WVYs6a0ffToAVtv7darhoaMqy9NbGUPmJxLCJUqkPJZnuL8WYXaIoQQnQhZqCqDYqiE9/orxPPPwxVXeGD6vHlw2mnuzhs2zJfHWdW3287TK8SDK8cZ14cN8zH/5syBV191y1ZjIzzxhAucWFzlGjA5l6CppOWrsTGz/7S2KK5KCCFEDiSohPf669nTxVA+YitWQ4P3yps/Hz74wMvirOrvvOPjAC5a5N9nzoRDD4WxY30aOtQHWZ4zxwVKnE29PV2ClQpurxa3pRBCiKpDMVTCLVRr1mQyo+cidg/PmuXJOnfYAX73O7daxYk9hw3zYPQjj4Qnn/T6I0bA1Kme6DPOoH7//TBjRsvtZw+YnIts11wslHK55hobM+WFXH65Bm8WQggh8qAYqgpR8zFUMcX0+jNzK9PHPuZj9x1yCDzwgJf36+eZ0uPs6nff7UPRxJ/fe8+tWclg927dfKDlrbeGUaNKi1kqtTdeqT0JFVclhOjkKIaqMshCJdI5+2yPmUojBE+N8K9/+fdFi1wQgYspcLdfzJw5LkDmzIElS2DdOhdkAwb4uocf7nFZM2e22+FsolTLU7HWLSGEEHWNYqhEOrnEVEyfPhkR1dAAGze60EqO+5e0fsYB31de6akV4riqwYO9PB5kuRDZcU9tEUjZ2+uo5KFCCCE6DRJUoiUhFDcszfvv+4DGw4dDc7MPtDxhgluawC1Usfsw/hwLsIEDM0Lo6KN9ni2Mcgma2P0Wb7tct1uhnn1JFFclhBAiBxJUojVLlhRXb+1aD0BfvdoHUJ4+3XNV9ezZcpiaYcP8c48eLlQGDfL5xImZMfyyBUw19qhLs27l+y6EEKJukKASrVmxwgVQnz6ZsoMPbl3PzPNMLVvm+aQAnnrKBVYacSLQ2L1XrHUpzS0Xl+ej2GF1Ykq1QGWLvmoUgUIIITYLElQiNytWZD4/+GDr5SF4wk/I5JOKXX5NTe4GNHMBtddeXh7P02KVcsUzgVu/7rorM4Gna4gHZa4EjY2yMgkhhGgTSptQITpN2oRsComVOP1Bjx4eaH7XXZ4gdNQoF1e5hqjp2TO3JQtceKX1+ot72mUP0JyvbaVQqCdfdhqFefN8amhoGVhfSloFjS8ohOhAlDahMshCJfKTdPulEQuWtWszlqO5czPLV692t2BcL+4JmEtMxRai2NKVTdItl2ZNii1WsRDM/l4u2UHsM2d6xvhY/OULas+FXIVCCFHzSFCJ/MTxVElLTyGR1a1bRhB16QJvvQWTJvn3pqb8sUqxuMiVRiEpVNKESNzWpIDLbn82Sp0ghBCiTJTYU5TOypX5l69dm4mtAth/f0/q2bOni6B8Q780N7uYaWjIpGGYPLm1xSeEjAAql7Ym78wWhqUEtZc6fI4QQoiqRhYqUTx9+vhUTFxS9+4eVxXT3OxD1KS58mIL0Xe+48k+4/qxQEkKjHKtSWn14rKmJh9Kp9htZQufUoRQKfmvhBBCVD01K6jM7Ggzu93M3jGzVWb2mpn9yMz6FrFuyDHtuRmaXrusWNGy518+1q1zSxV4bNWCBT5//nkYObKlCGps9AGU4/xX06e7sGpsbC3A0oRILqvOTTf5PCmQ0tyEcdm0ad4GxTQJIYQokZoVVMBkYAPwHeBw4ErgLOABMyvmuK4D9s2aXm+XlnZGukXe4mJ70fXunRmWZtCg1taYqVMzgepNTS6kclmhsi1IyezpyeDzpFBKbjcfvXoVdzyVRBnYhRCi5qnlGKoJIYSFie+Pmdli4HpgHPBwgfXnhRCebq/GdXrWrWv5vUsXH88vF8lefX/7m8+bmjyX1LBhnhy0Rw+YMcOngQMzgelxWoKYadMymdYLkRRnzc1elhwiB+DVV739sTi8+24XjNtsA5dc0v5uOLn5hBCi5qlZQZUlpmL+Gs2LHGlXVIRu3VxgDR4Mixen1wkhk1Zhw4aWlqQFC/x77CLceuuMkBk+3MVUdqB4HNQdW5+SAeqxYJo3D+6/HwYMyCxbvbr1tuJA9Fh0jR1bfGC6EEIIQQ0LqhwcEM1fKaLuWWb237jb8GngwhDC4+3Wss5MbK1atKj4fE89emQEFGSsQ4cemomJamrKWKaye8XFn2ORliRZNnq0p22ILVKrV2dEWlrvQSGEEKINdBpBZWYNwMXAgyGEQinLpwJ3Ae8C2wH/DTxsZoeEEB7Nsf0zgDNybXDEiBFtaXbnIwSPQ0rLjp4kKaaSxJahpiY477yMoIoF1MSJrVMvJLOngwejT5vm1qaGBhdTY8dmXIfZQir+7SZO9M/77VfaMQshhKh7OsXQM2a2JfAo8BFgbAjhnyWu3xd4CZgbQvh0W9rQaYeeaStJ91+pQ8CMHg0vvgjbbguzZ/swNEkRlJ0rKh66JRZU8b5iq1Zs8Uq6BdMEmRBC1CEaeqYy1HIvPwDMrBdwJ/BR4LBSxRRACGE5cDewd4WbV78sWuSJPLt1g4MOgrPPLl5UPf+8B7i/9x4MHerfzz03s3zixJauxVxuu7g8nk+cqB51Qggh2oWadvmZWXfgdmAscHAI4e/lbA6ofXNdNZFv8ONcxKIrFkzvv+/zZcsydRobvXdgrnWTxAIqOwZrr71aDmqsTOVCCCHKoGYtVFGuqZuAg4CjykmBYGb9gCOBZyrUPJGLEDzb+tlnZ8pi8dSlS8tcUsk4q7VrPZjcLDMuIBTOah4Lr/YY1FgIIYSIqFlBBUwB/hO4FFhpZvskpm0AzGw7M1tvZt+LVzKzyWZ2jZk1mtk4MzsZeALYCvhuRxxI3bFiBUyZkhlkeepUF1MbNrjgOvjg9PUWLPD5FVf43MwFU7E9C4UQQoh2opYF1RHR/ALgqazp9GiZAV1peZyvAbsBvwQeAH4GvA18WmkTNjMrVniMVWOji6mYRx9Nrx9nZ48zrofgn0PwsQOzyWW9KmdQYyGEECKFmhVUIYSRIQTLMV0U1Zmd/B6VTQ8h7BdCGBJC6B5CGBxC+HwIobmjjqWuyc64Hpd169bSLQiwfr3P4zxTZpks6OvXZwRU7DaM3X3x99iSFbv1kmMJJr/nEmLFDposhBCi7qhZQSU6OevWuVsQXAglewkmLVTJLOqNjZ4D6+yzW7oNR4/23FQhtBRNyTH+oPXYf9AyXmvaNP8uYSWEECILCSpR3XTr5ikUYnEVE7v57rorY3ky84SiV1wBDz6YqTtrVsZalSaakp+zue221t/z1RdCCFGX1HTaBFEHpA3CHMc8rVvXMqlnCOkB6nFvwXjA4+SYfXvt5YJr5EhYtcp7EoKXNzTA8uUtE4IuXerrxvsVQggh6CSZ0qsBZUrvQIoZ6iamSxfYckv/vHKlZ3SPc1E1N8Nll8F3vuPiKmb58sz3Hj0y5clBnIUQokZRpvTKIJefqH1KSSC6caMnCd1/fzjiCM9FFcdhjR3r4mjUKC+fP9/X+fDDTI/CAQN8AOc1a3xYHIkpIYQQSFCJzkIIpY0X+PTT7jpMBp3HrsRcaRSUXkEIIUQOFEMlOhc9e2bcf126uEUqjfffhxNPhK5dM3Fa2cPZNDXB0Ue3TK/wxBOw337t03YhhBA1iyxUojSqPWXA6tUeeP7xj2eShcZpFuLPsSVr48aMmIoTg37nOy17Ak6Z4vO4bMoUufmEEEK0QoJKlEYtpAyYOxf+nhgne+LETJZ1aOnmi4mThr7zjicLjetUu4AUQghRFcjlJzo3sTUqTq0QZ1nPx/PP+9SlC9x9t1uvevXylAoNDTB5sqxUQgghWiBBJQqTzCoOmbxMEyfWlrBIBq0XM6Bynz5wwAGZ73FG9iTKRyWEEALloaoYdZOHasKEdGFRaxQjqMBdhd27Q9++nqMqWzx1lvMhhKhblIeqMiiGStQnffq4WEqO+ZfG+vWe1PPoo+Haa9Pjr2IKDa4shBCi0yJBJUqjs+RiWrHCe/g98EDGFdivn8/jbOjDhmU+X3WVjw94xRUumCZM8GnePB+mZsIE7yE4aVLrQZfTBFZclhRoEmRCCFGzSFCJ0uis8UI9e8IJJ8CgQW6Jiok/J/NZPfGEu/mmT/fg9TjT+qpVMHVqpl7aQMzZy5KDL+erL4QQoqqRoBICPH/VlCmwaFFGNC5Y0DrZJ7iVygwOOcS/Nze7lWrpUh/WJv4eD6KcjSxQQgjR6VBQeoWom6D0eqLYQZfNWg97Y+br9+3r3xsaMstefTWTdDRp+YqD3+P6DQ2115NSCFFzKCi9MshCJUQuVq92F2AhkmKqSxePxdpzT9hlFx9geexYmDnT81fNnAkHHZQZYHnQII/lWrfOy5P1p09vLaZk3RJCiKpEgkqIfCxaVFr9jRthhx0yFqaYpiY477xMDq/mZv+8enVp21d8lRBCVCUSVEIUIoTiLFVJ5s3L9IiM3XZjx2ZyVl12mX8+4YTMOsn6QgghagrFUFUIxVDVAYMHw3HHwdVXZ8b+y0f37tC/P2y7rX+PLVYzZsCVVxYfG5WdqT5G8VVCiAqgGKrKIAuVqG6qKWZo0SLvCbhunScFvekmLx8/3vNVxdnXhw3z+YYNsM8+Hg8Vi6np090lWIoQamzMpGmIt5EWXwXVdb6EEKKOkKAS1U21xgytW5cRNPfeC2vXZoLTFyzw+caNbo3KFjnJ2KpKU63nSwghOjkSVKJ6qEXrSp8+Lq5yDWGzbJnnsnroIZ+GD/f4qjjTeqnHrPgqIYSoShRDVSEUQ9VGmpoylp54oOFajhnKNehyly6Z3FOVHlC5ls+XEKLDUQxVZejW0Q0Qdc60aa3/9BsbW4usWqFnT/jd7zIZ1seP9/bH6RLag1o+X0II0UmoaZefmY0zs5AyLS1i3V5m9n9m9p6ZrTKzp8xs/83QbJEk6f6CtrvCqoXVq13cdIveVdJSIaS57Wr1eIUQQgA1LqgS/Bewb2LKEdDSgt8CXwa+B4wH3gPuM7M926mNIqapKSOckgHa8+a17sFWqzFD69Z5fFV8HEkrXJobLnbZmcGkSbkFVrI8rU6tni8hhKhxOougeiWE8HRiyhvMZGZ7AI3AeSGEa0IIDwHHAHOAizdDe+ubXGkA0nq/1XIM0IoVbVvvttty99ZLlhfq0ZeM5ypFoDU1tf4sC5oQQuSlswiqUvk8sA64JS4IIawHbgYOM7OeHdWwuqberCtJSx1k5vFwNIMHt7RWNTW5FS/f9ooRYrnK48/TprX+rHQMQgiRl84SlH6TmQ0BlgL3Ad8KIczJU3934O0QwodZ5bOAHsCO0WfR3iRFVC1bo9pCHEye3TNw2TK46y7/fNVVcPfdLmiam11sDR/uyxoaMiJs4sSWoiefRcnMk5LW2/kWQoh2pNYF1QfAT4HHgGXAaOA7wFNmNjqEsCDHeoOAJSnlixPLW2BmZwBn5GrIiBEjSmi22ERH/akn0zV0NCFkeueZeab1sWNdVA0ZAqNGZXoKNjfD/Pm+XnaaieZmTyqaFGjJz8mehued5+vMm+cCbfVqj/vq2dPTO4TgqR4Aunb1z/37e5b3yZO9vFrOnxBCVAE1LahCCM8DzyeKHjOzGUAzHqj+3RyrGpCWgCtHEiEIIVwNXJ1r+ZgxY5TQqxaIhVRauoaOJGmpW7AgY6GKP5u5qOnSxQVQHG+WdPONHeuiauxYF0rPP5/J3p5Mp2CWGah5wgQfGidZJxZe2ekekukYJkyorvMnhBAdTKeLoQohzAReB/bOU20xKVYoYGBieXWjIOG2Ua2xQElxcvbZmXEChw3zXFYhwOc+59aq+fNdBE2e3DLAPxlfFQuuOAVFLMpii1X8/a67dC0JIUQFqGkLVR5yWaBiZgFfNLMtsuKodgPWAm+2Z+MqQrVZWGqBpia34GQHgVdTRvHkyAVxctAkyZ6Q2W1uaMiIrKSVKbu+WSbhaNL1WShnVnbQezWePyGE6CA6naAyszHAx4Df56l2J/B94D+B66P1ugHHAveHENa0dztFhSgmFqqpCS691AXH2LFe1twMl11W3UJg0CA4+mjYbz//nqsXpJkLsWxhkxRnuY4zLT9WvpxZxx/fMuZLCCEEUOOCysxuAt4GZuI9/EYD3wbmAZdHdbYD3gIuDiFcDBBCeMHMbgF+bmbdo22cBWwPpJgFqgRZCFqTy1KXFFpxzNT06bDXXu4uq4UYoEWLWn4v1N7k8kIpKOotRYUQQrQzRcdQmdnzZvYVM+vbng0qkZfwnFLX4ukSvgb8Afi3EML7UR0DutL6WE+N1vshcDewLXB4FINVneRKiFntwmBzkYwFioVndnxQHGfU2Xtl5rsmQij/mpEgE0KIFlgIxXVOM7ONeFzSh3hCzN+EEJ5ux7bVFGPGjAnPPps3QXtlSbpcqikFwOYgVwLLefNa9libONHTA8S93hoaYMYMuPLKjMWqVsnOXZUk3z3dlhxUbd2XEKImMLPnQghjOrodtU4pvfw+DdwQff4S8ISZvWhmk8ysf+WbJvKStBBUa8+19iKXpQ5aZh6Pz8uIETArytO6//6ZnE3JDOS1RgiZKe17PqZNg+7d/bgnTWrffQkhRJ1QtKAKITwZQjgV+AhwNp7/aRTwS+BdM7vOzPZrn2aKVtSTRSof8+a1Hmh53jy3RIFbp+ZESfNHjHAhFZdPm+brXXrp5m93R7N+vR//FVd0dEuEEKJTUHIeqhDC8hDCVZF5cDRwFZ5q4CRghpm9ZGbnmtnAvBsS5ZE2Dlycc6iemDy5tbVq5ky3RE2cmBFQu++eEVaxdS/foMydiTj/VDIHVXIuhBCibMpK7BlCeDGEMAnYGjgFeBLP5fQzYJ6Z3Vh2C0U6sdsrWxzUi+UqFo65jjfu+RhnBG9o8HmcKiFp2YLaFqSFXG+xe65bjk69Zj6sTLHuPyGEEK2oSKb0EMLqEMINIYTPALsCfwF6AXXy796B1KO7CtLjxtIGWs7ujRaXp1m2OrsgXbcu97Jly9rP/deljMdMLQpcIURdUrGhZ8xskJl9DbgdD2AHH7xYtCfz5qkLe0yaGCokrOqReFib8eN9ni/IvGvX8veX3G6+HoNp1FuHCyFEzVK2oDKzz5rZNDyZ5k9xl98zeE/ATh6c0kFkx0/FwdWd/W2+nLixfAKqngRpnIOqW7fijnvjRp9vuaW7BLN7Rnb2a04IIYqkTZnSzWwrPDHmaXh2cQOWAFcDV4cQZlWshULENDZmhFElhz6pR2tV7P5LGy8wjZUrYepUeOopeOIJD/CPM9DH5y+ZD61Ll7ZbpjQigBCiBilaUJmZAUcCpwOfw7OPGx4vdQ3we42Bt5lICovhw2s7QaXoWHK5+WLLFGTE0LJl7mK+7bbMmIhJkuIqbf207/H+s4cKag/hLIQQ7UgpFqo5eA4qAxYBN+LWqFfbo2GiSDp7l/9c1JObbnOzYYPPt9zSLVNJFizw+T33eM/AXr18fMSGhsywPmnEAyrfdVe6iEsbk1HuRCFEDVFKDFUDMAMfPLghhHC+xFQVMHlyR7egY5Drp/1ZscLno0e3LDfLWKA2bsyI+oaG1nFt8Tx228WfixFL06ZJOAshaoZSLFQ7hxDeKGdnZnYUcFQI4UvlbEckkLAQ7UmXLp4o1Qx69IABA7w8zu+VdMmluefi6zMe7idm2rRMLFZMWqxUY2PpY1XW29iWQoiqoGhBVa6YitgTOBnvASiEqHZi91+fPjBkCAwa1DJVRzw3y6RhyCaOiYoFU1pMVCzG4oD0OCh9woSMECtWJKW5D7OR6BJCVJiK5aESQnRiVqyASy5xF/PRR7e0IMUUGsqmGPdd2sDXY8dWXvzky2+l2C0hRBtoU9oEIUQdkiai0sg1LFApucCamtwylcw5FtfL3o6ZJyutVKqFYixcQgiRhQSVEKJtpOWWisvGj8+fub5QeVK8FZM6oZhUC8pvJYRoRySohBBtI4TcCTsLuf+KodIiJ5/oktgSQpSJBJUQou3EOaViYTVsWGbZ8OGeSmHy5PJESVrsVb5kofFYhaWgZKJCiDKRoBJCVI758/P35msLaWIse1ibtGSh+VB+KyFEhVEvPyFE+ZQqaDoaDZYthKgwElRCiMoQi6qJE/OLkkmTNk972opipoQQbWBzC6rZ+PA1QojOSjIeKY3bbqvs/mrNOiaE6JRsVkEVQrg+hHDg5tynEEIIIUR7U3RQupmd1JYdhBBuaMt6QohOxKRJLS1Tw4f7/OijYcqUjmmTEEJUEAtFmsvNbCNQim3dgBBC6NqWhtUaY8aMCc8++2xHN0OI6mf4cO8NKISoCszsuRDCmI5uR61TatqE9cBdwMvt0BYhhKh+2pKmQQjR6SlFUD0G7A98ARgGXAP8PoSwuh3aVRRm9ihwQI7F94UQDs+zbq4n4ugQwgtlNk0IkYujj+7oFgghRMUpWlCFEA40sx2BLwMnAdcCvzCzqcA1IYS/tVMb83E20C+rbF/gZ8CdRax/HfDrrLLXy2+WECInipkSQnRCSurlF0J4M4TwTWBb4BjgGeAs4Hkzazaz08ysTzu0M1d7Xg4hPJ2cgI8Da4Gbi9jEvOz1Qwgftm+rhRAlc8gh7mo75JCO2b9ZZkr7LoSoe9qUNiGEsD6EcHvkUtsBuATYGrgaeNfM9q1gG4vGzHoD/wlMDyEs7og2VIympo5ugRDVw4wofd2DD2bK4nskea+0130TQmZK+54LCS4h6oay81CFEN4JIfwPcAYwD9gSGFrudtvIvwN9geuLrH+Wma0xsw/N7GEz+0w7tq00kiPfCyFaE98jyXsl332jlxQhRDtSlqAys4+Y2XfN7B9477/BwFRgZiUa1wZOAhYAfy6i7lQ8ButgXAwOBh42s3Fplc3sDDN7Nte0cOHCyhyBEMKJ3XxmsHZtpjwue/rp0raXLbbSLFxp34UQogiKzkO1aQWzLsB44HTgcDyw/e94r78bQwgfVLqRRbbrI8Bc4BchhPPbsH5f4CVgbgjh06WuX5E8VE1N6W/YEydqfDFRvwweDItzePCHDYPVUUfjXr2gocEnaH3fTJgA06e3/p6rvK3kc/Ple94qHYPoIJSHqjKUkil9e+A04FQ8Xmol7lq7JoTQ3D7NK4kTcItbse6+FoQQlpvZ3fgxdgzJMdDKfagL0VlYtAh69sxYqWLRkSaIsu+b7JeUCRN8nm/w5lJoamr9spMURRJJQtQNpbj83gS+DfwTd5FtFUL4cpWIKXB334shhBfL2IZRWjZ4IcTmYP/927ZeY6MLrFhkxULq0kuhudmztjc3w8iR/nmvvXz5hAk+FXL/KdZRCBFRSmJPA9bh1qnvAd+zwj1YQghhuza2rfiGmY0BdgdKdvUlttEPOBJPBdHxVOoNWojOwAMP+Hzw4ExZfI8k75VC902aFbjSLr9SyH6GJr/LsiVETVHq0DPdgW3aoyFlchI+LE6r10kz2w54C7g4hHBxVDYZ2Bl4BHgX2A6YDGwFHL+Z2pwfxUwJ0ZpFizKf43skea/ku28q6ebL5UbM3v/48fm3JfegEJ2GUjKll51ioT0ws+7ARODeEELaiKsGdKWle/M14IvR1B9YBjwBnFZFLkwhRCX50pfgnHMyoizNwpX2PZtCsY6lCK5ySIvfEkJ0GCX38hPpVKSXnxCi/YjdaZV85hVyD5biPizVQpXctqxbogzUy68yVKXVSQghaoJKxjpKEAlR05QaQyWEELVDr16wZk3LsthSNWhQy5istlDI5VbpziW53IlCiA5HLr8KIZefEFVOe7j8OpJiEogOHly+aBSdHrn8KoNcfkIIUYuMH194wOZcGeaFEBVHgkoIUR/07Oluvs5CteSq09iHQgASVEKIemH16ra5vwonMO4YcsVvDR6cGUAaMp+TSVEribLFCwEoKF0IIYqnWtMTJNuUFI3V2l4hOiGyUAkhRCnIxeXnIB7vEIof+1CITowsVEIIkU2+MfamTaudDOXtFTNWKFu8EHWILFT1gN4ahSiNtB5zMXfd1TJGqZpRygQhNhsSVPVAvqDRpiYJLiHagpnuHaie3oZCdDBy+dU7sdiqFReGEB1BbKky8/xP9eziyg5017NDCEAWqs5LUxOMHAl77eXf99pLQaNCtAX1khNCFIEEVWelsRFWrYKGhkzZiBFe3tTkAmv4cJgxA5qb/fNee0lwCZGPnj3l4hJCpCJBVS/Mmwe33Zb5PnMmzJ/vg8eOHeufZ86U+V6IfKxe3fZ7JA5ir8WXljgIPztZaC0E5guxmZCg6mxMmgT9+/ub9MKFcPfd3ivp/ff9+4QJcOmlHd1KIeqXadNadwaJP1er2Mru9ZivF6QQdYoEVWdjyhT44ANYswa6dnULVI8emYff/ffDiy96fNWECe4SnDdP8VVCbE6mTWvZ+zb+HM9z9b7VPSpE1aJefp2ZLl3goIO8R9IWW3hM1aGHtq43c+bmb5sQ9UC+BKHDhrlASnMh5up9m0wqmmtdIUSHIAtVZyM5JMTWW8PTT7v7b9Uqf5g3N7uVasQID65NBq0LISpLtmts9Gi3GA8b5vFYp57qLzszZnjHkOZm7xzS3OyW43x01KDEcvMJkYoEVWejsdEtUtOnw6hRHje1Zg306+fuv/nz3Uo1ZYo/kHP1WEqL7xBClMfMmX7/jR0L++/v9+aHH8KyZXDZZS6yYiE1b56LrDj9Sfa4eYUEVxLdw0K0OxJUnZk4NmrCBBdTGzb45xEjMnVyuQzS4juEEOWT6yWmsdFF1vz5Lrji3rezZ7sQmz69pYhqaCh+UGLdw0K0O4qh6szsuy/MmZP5vvXW/kCOhRZk5hMn5o/HULyGEOURu8ry3UdJsXXXXa2XNzRksrRrUGIhqgoL8odXhDFjxoRnn322o5uRm+HD/W03SfxAjsXSpEkuwOK34LfecstWQwO89BIcdlhh4SWEKI58OZxuugmOP751vFLyxaaQoGpqSrdMVeM9nD2cjdismNlzIYQxHd2OWkcuv3ohX/B5/NCdM8cf0HHd2P0AsH69L0v2MBJCtJ18uZ2SgicpvJLlhTK2J+MpIfO52sSUEJ0EufzqhcmTW5fFD+S04Na4bMIEmDUr8zleL9l9WwhRGXKlWYjnGpRYiKpFgqpeyH74xu6ASy91wdS/v/cw6tHDH97r1sGSJfDCC/4QN/N0C+D1evXa7IcghGgj1Tj+YL4cXXL/iRqkKl1+ZraNmV1uZk+Z2YdmFsxsZEq9gWb2GzN738xWmtmDZjaqyH10MbNvm9lsM1ttZi+a2X9U/GCqldgdMHMmDBjg2dV33x0GDvTvffv6A27oUNhuO3/A7b67T4sW+TaK7WEkhMhPttsvF9kWq2KpRmuWhrMRnYyqFFTAjsAxwBLg8bQKZmbAncDhwDnAfwDdgUfMbJsi9vED4CLgV8ARwNPArWb2uXIbXxMkE4BCJq9NQ4N31+7Vy/PlzJ/vSUG7dXPxNXNmJsZKMRlCtA/FiKpDDtk8bRFCFEW1uvxmhBCGA5jZ6UDKeCl8Hvg08NkQwiNR3aeAt4FvAP+Va+NmNgyYDPw4hBCPFPyIme0I/Bi4p1IHUrU0NmaE0MiRPu/d20XVW2+5W+/vf3ehtXo1jBvndWSNEmLzEbvbk3Pwzw8+2LFtE0K0oCotVCGEjUVU+zzwbiymovU+AKYDRxVY9zCgBzA1q3wqMMrMti+hubXPqFFuaZo9261TH3zgOatGRd7THXZwN9/w4XDWWV6mAZWFaF/SrFRmLd192d9rFbn5RCegKgVVkewOvJRSPgsYYWZbFlh3DfBmyroAu5XfvBoiLWA1FllxGoWZM939t//+LqbizM1y9wnRviTFxsEHe8eRmPiz3H9CdDjV6vIrhkHA7JTyxdF8ILAiz7pLQ+usposTy1tgZmcAZ+RqzIjkcC61Rlpum6TISmZWB+8VOGFCpk5y/WTiQWVXF6JyxG6/JGvX+lzuPyE6nFq2UBmQZicuxv5d8rohhKtDCGNyTUOHDi2y2VVOLICSQmjy5JYJAnffPWOdys7ErDEAhWg/8vWC6yzuPyFqlFoWVItJsSThlinwHoL51h0Y9RRMW3cxIkNjY6ZXYHNzy0FZ8414P2+eD2ejOCshKksy1UA8VxySEB1KLbv8ZpHe+283YE4IIZe7L163J7ADLeOo4tiplyvSws5E3CuwqcmTgcapExoaYK+9MikXwIPXwXsHzpoFU6dmtiGEEEJ0QmrZQnUn0GBmB8QFZtYPmBAty8e9wFrg+KzyE4CXQghvV7KhnYrGxsyI97ELMA5Yj3NUXXaZT716eZLQXr0kpoSoNPlcf0KIzU7VWqjM7Ojo4yej+RFmthBYGEJ4DBdNTwFTzey/cRfft/E4qP/N2tZ64PoQwmkAIYQFZnYZ8G0zWw7MBI4FPkvhlAsi3zAW8+bB6ad7MlDI5M7p3t3F1iWXSFwJUWlyDeNSz27AZN4uITYDVSuogFuzvl8RzR8DxoUQNprZeODSaFkvXGAdGEKYm7Vu12hKcgHeC/BcYCvgNeCYEML0yh1CJyXfiPeTJ3sw+kMPuYhavdqtVGPHbtYmClE3JEVDUkjJUiXEZsVaZw4QbWHMmDHh2Wef7ehmdBxxbFUcpL5woQuq9ethyy09WagQon3IJ57q9RkvC1XRmNlzIYQxHd2OWqeWY6hENdHY6Nap2BLVvbunV+jZ0wdcFkK0H9m9/OpVSMSpI5KDSCudhNhMSFCJ9qOhAfr2hSOPzF0nTqmg1ApCVI7OODxNMcTCMjudRL0KTLFZkaASlaOx0Xv+HX00bNjgZWPHwpw5ucf9i5N/Xnpp62VCiNLIJxzqRVQJ0UFUc1C6qFWmTIGnnnJxNWFCJr1CPvIlCBVCFE8sqpICShYaIdodWahE+zB5cu5lcdb1vfbyzOvDh8PSpf4925IlV6AQpZOWRqGeXH8gESk2OxJUon2IUyuk5ayKXYOx6Bo71lMrxJnWk2g8QCFKJy1IXbFEGfSiJtoBufxE+5IviWc8uPL06W6lKsY1KIQoHuWjSmfaNCUYFhVHgkp0LLEFK2mdampqaZmaMCFTVw9BISqD8jQJUVGU2LNC1H1iz3JpakoXS8UGtQshSqPeBFX2i1qMXtSU2LNCyEIlqoM6f6AJ0WHUi7BqbMw8Z/SiJtoBCSpR3eQbiFkIURq5BlGuF1ElRDuiXn6iupHlSojKkZZJPDmvF/SiJtoBWaiEEKLeSFqmknOoD3GlFzXRDshCJYQQ9UaahUp5qoQoCwkqIYSoRwqJJ+WvEqIkJKiEiFH2ZCHqG4lIUQYSVELEaJgbUY/IzSdERVBQuhBCCCdXWgWQ8BKiABJUor7RMDdCZEiKpnrJTSURKSqEBJWob5Q9WYj6ph5FpGgXFEMlhBBCCFEmElRCxBSTPVk9AUW9oLQKQpSEBJUQMcXETKknoBCdF7n7RBlIUAkhhBBClImC0oUohHoCCuGoR5wQOalKC5WZbWNml5vZU2b2oZkFMxuZVecgM5tqZm+Z2apofqWZDStyH7Oj7WZPX2iPYxI1TGOj9/6LewDGn9PElGKsRGcme8y/7O+KqxJ1TFUKKmBH4BhgCfB4jjpfAQYDPwQOB34EfB542sy2LHI/9wH7Zk2Ptb3Zou5RjJUQQtQl1erymxFCGA5gZqcDh6bUOTuEsDDx/TEzex0XRMcAvytiP++HEJ4uu7WifiimJ6AQQoi6oyoFVQhhYxF1FqYU/zWaN1S2RUJE5HLzKcZK1Bu53HyKqxJ1SlUKqjI4IJq/UmT9CWb2IdAVeB74cQjhjvZomOjEKNu6qGeKyTSuDOSiDqjWGKqSMbO+wM9xMXVHEatMB84BDgOOB1YDfzSzE9qpiUIIIYTopHQKC5WZdQOm4a6+/UII6wutE0I4J2sbfwSexoPbp6bs4wzgjFzbGzFiRImtFlWFGWyzDcydW952FGMlhBB1Sc0LKjPrAlwPHAwcGUL4W1u2E0LYYGa3Aj8xs61DCO9lLb8auDrX+mPGjJE9u9b55z/L34ZipkQ9k+3+S6LYKtHJqXlBBVwFHAscHUJ4qMxtxXe87nYhhCiHYmKrhOhE1HQMlZn9FDgdOLXcYPLIbfifwJwQwr8q0DxR7ZhlpuyybbftuHYJIYSoOarWQmVmR0cfPxnNjzCzhcDCEMJjZvZN4Hw839QbZrZPYvWFIYS3EttaD1wfQjgt+j4ROAq4B5gLDAcmRftSEEy9kOaeqLa36KYmuRFF50cWLNEJqGYL1a3R9JXo+xXR9+9H34+I5l8Cnsqa/idrW12jKeZtYBjwf8D9wK+BNcDhIYSbK3oUonORNrRGcriZSg89o8zrojMgsSTqgKq1UIUQ8g4KFUIY19ZtRdnRP9u2lolOyzbbtG29adMyVqTkZyGEEHVD1QoqITYr1fQGrczroh5QL0DRybCgC7cijBkzJjz77LMd3Yz6ZtIk2G8/Fx1NTXDttfDAA14OMGVK27ab5uaLGT8e5s3zCaChwSeojABS5nVRDyiGqkMxs+dCCGM6uh21jixUonaI45NikRJ/j4XT1Knw1FPwxBNwww2wcqX31nvvPRg82MXWE09kRFexFOr+PWECzJyZ+XzXXfpzEEKIOkOCStQOsRvsiSd8PmeOz2fMgFGjXEC98IJPsaCJk3UuWADnnut1fv/7ltartlquCtHUBF/6Eqxe7e37+99L34YyrwshRE0gQSVqj9tuc5Gy//4uUtauhZdeKrze++/7fNUqePBBFzkvv+xl5YiqpOiZONEtVOACcM0a/zxrVtu2rZgpUQ/Iois6AYqhqhCKoWonmprg0kszMUqrV8OyZZXdR+/e7hL8/Of9+377ZZYVK2jyxVmFAF26wMaNbW+jEEK0E4qhqgwSVBVCgqqdmTQJrrrKRUl7BbCaQbdu0LMnjBvnZatXw6mnZgLdIb/IamqC44/Pv4/dd8+4/5S4UwjRwUhQVYZqTuwpRIYpU2CPPWDYMOjeHXr08HklCQHWrYMVKzI992bMcAsZ+LxQos1YHIXgPQDjz7EI3LjRxdSkSZn0CGnJQCudIFQIIUS7IkElaofJk+Gyy2DAAP++8875XW3l8PzzPq1d6wKoqSnjdoTyBc9tt2XEWSyq4vQOkyYpQ7oQQtQYElSidmhs9Onoo2HrrV3oTJ2asQS1F+vXuxtvwQK3WA0fDmedlVtUxe7IESPchQju5otpaoKlS6G52b83N8N55/mxgIutuJ4QQoiaQIJK1B5TpsAll/jnxkZPfGkGXaPhGm+6CYYMyQwlM2iQC5u2WrPMoF8/dzMCjB0LO+xQOPZpzhw4/HD/HLv5+vf3mKyNG2HhQu8RuHy5x2qtXAl77eViC1xkTZggYSWEEDWABJWoTbLFzEEHuYA6+GBf9otfwNy5Hme1aJEHmR90kPfo69HDA89jevduvf3Ro33q0QOGDoUPPoBevXwCz4Y+YUJpgmfKFN/OmjUu8vbc08tXrfK4rQ0bMm7Ge+5xYTVihILWhRCiBpCgEp2DBx5wq9UDD/j3WIRcd11m+QMPuHVo//3hkEPcitWnj5eBi68hQ/xzPITM/vtnhpLZYQeP4YqHgpk+3afGxoz1a9Ik/7zFFu4ebG52F+Fee7UWXvF2AT73OQ+4jxkyBA49FK64wkVdHF8lhCie9oqxFCIFJfYUnYc0S052WZzAs6mp5Vh7r78OH/uY56C69tpMss5kuoTJk4tz8wH07esxV/vv33IsvuQDPk4Amv3ZzIVbHJi+bl1mu9tuC0uWuEVLCCFE1SBBJeqTbGEUW7bSlsXfk+XtOSRMCLlzWcVD6QghhKgq5PITIo2mpoxlKnbjZWOWmeLvsaVpwQKf33UXjBzZ2t03fnzL5KTJvFVp3HWX3BdCFEPafZn8LkQ7IUElRBrTpmVcbnEag+zlsSC66Safn312+rbeecctTtnuvnwP+GzBlU38B7HllrnrCFGPhJCZ0r4L0U7I5Seqg1Gj4I03PEh80aKObk1p5BNew4a5tSoWW1dckb6NbHE1Y0Zrq1aPHt4DMLnO1Vf7udtqKy+Lh8kRQgixWdFYfhVCY/mVSZcuLd8oO4LkQMzLl3s6g1Lo2tVTHyQHQo4FVdyDL3YFjh/vweoTJrQMSC8FMzjySLj77swwPIce6qkW7rwTfvITiStR37TXuJ+dDI3lVxnk8hMiprERZs6E+fM9Z1XsdovFUCG3wYYNPo/FFGQE1IIFmc/QOqg9O4aqRw9PJpqPEFyMhdDScnXbbR68HlvOJk3yNBGHHOLWrEMOyb9dIToLElNiMyJBJTqOUaMysUDJB19cNnhwx7UtH7H4iducJrwgPWFoTBxTFQ8/M3y4Z1NPEicRjYkzteeKvVq71gVWLNzisQdvu81diDNmwKxZPj/kEOW2EqLWUMxkVSNBJTqOv/89Y/VJioS4rCNjqSZOzFiRjj46fXkh+vbNiKxhw1pbukLwYWy2285djO+8k1l37dqWFi3wMQVL4fnn/bwuWNDSagYuqtJivoQQ1cvKlR3dApEHCSoh0ogHYgZPBprtOkjLSZUUXj17+vc0MZbNqFHw4YcZK1ccD5VNLIoK9f5LY/16F2mxezAWbHL/CSFERVBQeoVQUHqZ1HIvv2KI3WtXXNFSEMU9+WKBNnx4y/XigPaxY2H2bHjppdL2G/cMzBec27UrnHlmJou8EKJ62HLLdMtUnz4VGzFBQemVQYKqQkhQiYqQHdd01VU+rt/YsZlegXff7cvaeu/G4iqOyTr0ULeyPfGED70TD7ejHoJCVBft1GtRgqoyKA+VENVEtpUoOcYguPCZPduDy6HlAzYWSBs35o+3iuuvXw/dokfAtGkeID9njgupadMkqISoZkaNat2RRXQoVSmozGwb4JvAGGAPoDewfQhhdqLOSODtHJsYGEJYWmAfXaJ9nAlsBbwGXBxCuL3M5gtROZJjDEImtmvUKFi6FAYMgHffhS22gGXLYPVqz4MVu/ri+ejRHqSeZOPGTM9AcHEW9wwUQlQfffpkPpfq/hftTlUKKmBH4BjgOeBx4NA8dX8E3JlVtryIffwAmAxcEO3nOOBWMxsfQrin5BYLsTlJezOdNMktWjFPPeXuwnfegYYGF1RxPNbdd8Oee2Z6AsbE33v3hr328vUmTpS1SohqoEIxU6J9qFZBNSOEMBzAzE4nv6D6Rwjh6VI2bmbDcDH14xDCpVHxI2a2I/BjQIJK1B5pQeVNTXDyyS6KXngBPv95d+uBi6VZszyGCtzll4zVmj59szVdCFEEo0Zl3P3g1miA3XeX+68KqEpBFULYWLhWWRwG9ACmZpVPBX5nZtuHEHK5E4WoHZLpH+J5U5PHYU2c6C7CiRMzWdWFENXLt7+duVfvusuHnoLi8uKJdqcqBVWJ/MjMrgJWAo8BF4QQCkn13YE1wJtZ5bH0343c8VlC1DZpIgt8DMBk8LsQorpI3rtmsiJXGbUsqNYAvwbuBxYCuwDfAZ40s7EhhFfyrDsIWBpa54xYnFguRP2QfFDH34UQQhRNzQqqEMJ7wFcSRY+b2b24lekC4IQ8qxuQlswjR5ppMLMzgDNyLR8xYkTe9gohhBBlccghPmwUeELenj398/77t+4RLDY7NSuo0gghzDWzvwB7F6i6GBhoZpZlpRqYWJ697auBq3NtcMyYMcqQKoQQov1IiqaePWHNmo5ri2hFZxzLL5f1KcksoCewQ1b5btH85Uo3SgghhBCdl04lqMxsBLAf8EyBqvcCa4Hjs8pPAF5SDz8hhBBVzf77d3QLRBZV6/Izs6Ojj5+M5keY2UJgYQjhMTP7KS4In8KD0ncGvg1sBC7J2tZ64PoQwmkAIYQFZnYZ8G0zWw7MBI4FPgsc1b5HJoQQQpTJqad2dAtEFlUrqIBbs75fEc0fA8bhbruzgFOAvsD7wMPA90MIr2Wt2zWaklwArADOJTP0zDEhBPVDFUIIUd1ovM2qo2oFVQghZ4+7aPnvgN+1dVshhA3AD6NJCCGEEKLNVK2gEkIIIUSCpqaWoxpMmOBzjbdZFUhQCSGEELVAMgGvxtusOjpVLz8hhBBCiI5AgkoIIYSoNTTeZtUhQSWEEELUGoqZqjokqIQQQgghykSCSgghhBCiTCSohBBCCCHKRIJKCCGEEKJMJKiEEEKIWqOpqaNbILKQoBJCCCFqjWTGdFEVSFAJIYQQQpSJhp4RQgghagGN5VfVSFAJIYQQtYDG8qtq5PITQgghhCgTCSohhBCi1tBYflWHBJUQQghRayhmquqQoBJCCCGEKBMJKiGEEEKIMpGgEkIIIYQoEwkqIYQQQogykaASQgghhCgTCSohhBBCiDKRoBJCCCGEKBMJKiGEEEKIMpGgEkIIIYQoEwkqIYQQQogysRBCR7ehU2BmC4F3OrodVcIQ4P2ObkQNofNVGjpfpaHzVRr1eL62CyEM7ehG1DoSVKLimNmzIYQxHd2OWkHnqzR0vkpD56s0dL5EW5HLTwghhBCiTCSohBBCCCHKRIJKCCGEEKJMJKiEEEIIIcpEgkoIIYQQokwkqIQQQgghykSCSrQHV3d0A2oMna/S0PkqDZ2v0tD5Em1CeaiEEEIIIcpEFiohhBBCiDKRoBJCCCGEKBMJKlEUZratmd1mZh+Y2TIz+4OZjShy3V5m9n9m9p6ZrTKzp8xs//Zuc0dS5vkKOaY927nZHYaZbWNml0fXxofR8Y4sct16vL7KOV/1eH0dbWa3m9k70TXympn9yMz6FrFu3V1fom1IUImCmNkWwMPALsDJwInATsAjZtaniE38Fvgy8D1gPPAecF9nfYBX4HwBXAfsmzW9XvHGVg87AscAS4DHS1y3rq6viHLOF9Tf9TUZ2AB8BzgcuBI4C3jAzAr9D9bj9SXaQghBk6a8E3Au/jDaMVG2PbAeOL/AunsAATg1UdYNeA24s6OPrdrOV1Q3AD/s6OPYzOesS+Lz6dE5GFnEenV3fZVzvqL69Xh9DU0pOyk6F5/Ns15dXl+a2jbJQiWK4fPA0yGEN+OCEMLbwBPAUUWsuw64JbHueuBm4DAz61n55nY45ZyvuiSEsLGNq9bj9VXO+apLQggLU4r/Gs0b8qxal9eXaBsSVKIYdgdeSimfBexWxLpvhxA+TFm3B+666GyUc75izjKzNVF8zMNm9pnKNa9TUY/XVyXQ9QUHRPNX8tTR9SWKRoJKFMMgPFYjm8XAwDLWjZd3Nso5XwBTgbOBg4EzgMHAw2Y2rkLt60zU4/VVLnV/fZlZA3Ax8GAI4dk8VXV9iaLp1tENEDVDWgZYK2I9K2PdWqbNxxxCODHx9XEz+xNu8foh8OkKtK0zUa/XV5up9+vLzLYE/oTHNJ5aqDq6vkSRyEIlimEJ6W9iA0l/e0uyOM+68fLORjnnqxUhhOXA3cDeZbarM1KP11dFqafry8x6AXcCHwUOCyH8s8Aqur5E0UhQiWKYhccSZLMb8HIR624fpRLIXnct8GbrVWqecs5XLnK9Kdc79Xh9tQed/voys+7A7cBY4HMhhL8XsZquL1E0ElSiGO4E9jGzj8YFURLB/aJlhdbtDvxnYt1uwLHA/SGENRVvbcdTzvlqhZn1A44EnqlUAzsR9Xh9VZR6uL6iXFM3AQcBR4UQni5yVV1fomgUQyWK4Rrgq8CfzOy7+JvsD4C5wK/jSma2HfAWcHEI4WKAEMILZnYL8PPoDfFtPKHe9sDxm/UoNh9tPl9mNhnYGXgEeBfYDk9KuBWd93wBns06+vjJaH6EmS0EFoYQHtP11ZK2nK86vr6m4KLo/wErzWyfxLJ/hhD+qetLlE1HJ8LSVBsTMAI3ly8DlgN3kJVIEBiJi4eLssp7Az8D/gWsxt+Ex3X0MVXj+QIm4Pmq3sfz3yzC35LHdvQxbYZzFnJMj+r6qsz5qtfrC5id53xdpOtLUyUmC6FTu82FEEIIIdodxVAJIYQQQpSJBJUQQgghRJlIUAkhhBBClIkElRBCCCFEmUhQCSGEEEKUiQSVEEIIIUSZSFAJIYQQQpSJBJUQYrNgZiFlWmNms83sejPbtcjtPBmte0QRdV+L6u5Z9gEIIUQelNhTCLFZMLP4YfP9RHF/fLDaTwErgU+HEF4osJ1TgGuBP4YQ/j1PvQOAR4FnQwh7t7nhQghRBBJUQojNQiyoQgiWsuxyfPzD60MIpxTYTm/gPaAPsE0IYX6OejcCJwBnhBCuKa/1QgiRH7n8hBDVwP3RfGihiiGEVcBUfHD3U9LqmNkA4GhgBTCtIi0UQog8SFAJIaqBg6P5s0XWvzqan5Zj+QlAL2BaCGFFOQ0TQohikMtPCLFZyBFD1Q/YG9gPuBtoDCEsL3J7z+DxVweGEB7NWvYCsAewdwihWJEmhBBtpltHN0AIUXdcmFL2Mm5NKkpMRVyNC6rT8eBzAMxsb1xMPS8xJYTYXMhCJYTYLKQFpZtZH2B34MfAgcAlIYQLomUjSYmRCiFclFj3PaA78JEQwpKo/Grgy8BZIYSr2u2AhBAigQSVEGKzUKCX3wDgn0BP4KMhhLlmNg54JLtuliC7CjgT+K8QwuUJkdUFF1nLKn8kQgjRGgWlCyE6nBDCUuA1PAxhr6js0RCCZU9Zq8bB6V+O5scBfYFbJKaEEJsTCSohRLUwMJoX/VwKIcwEngNGmVkcTwUZoSWEEJsFCSohRIdjZl8AtgfWAU+WuHqctPNSYB/gbyGEZyrXOiGEKIxiqIQQm4UcaRP6ALsBRwAG/HcI4dISt9sXeBfYMio6J4TwqzKbK4QQJSFBJYTYLCQEVZINwEKgGfhVCOGBNm77GtzdtwoPRl/a1nYKIURbkKASQgghhCgTxVAJIYQQQpSJBJUQQgghRJlIUAkhhBBClIkElRBCCCFEmUhQCSGEEEKUiQSVEEIIIUSZSFAJIYQQQpSJBJUQQgghRJlIUAkhhBBClIkElRBCCCFEmfx/+IE+3KbseMsAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(8, 6))\n", + "plt.plot(iso1.secondaries['m_ubv_B'] - iso1.secondaries[\"m_ubv_V\"],\n", + " iso1.secondaries[\"m_ubv_V\"] - 5 * np.log10(1000/10), \"r+\",\n", + " label=\"BPASS isochrone\", alpha =0.7)\n", + "plt.xlabel(\"B-V\")\n", + "plt.ylabel(\"M_V\")\n", + "plt.title(\"Color magnitude Diagram of Isochrones at 0.1Z_solar and\\n\" +\n", + " \" 10**9.3 years age (secondaries stars only)\")\n", + "plt.gca().invert_yaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAocAAAGnCAYAAADFUP1JAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/Z1A+gAAAACXBIWXMAAAsTAAALEwEAmpwYAACeeklEQVR4nOydeXwU5f3H308SINcCgYSE+xLkEAEJigcqXqhorQeiFdFWq7b16M+rtrb1qrVWW6utR61axKNaVPBAq6KAeMul3EfkJgkJCeQkkOT5/fGdyW6W3WQ31yab7/v12tfszjwz8+zszM5nvtdjrLUoiqIoiqIoCkBMpDugKIqiKIqitB5UHCqKoiiKoig1qDhUFEVRFEVRalBxqCiKoiiKotSg4lBRFEVRFEWpQcWhoiiKoiiKUkO7EofGmCuNMdYYc2Wk+xLtGGMyjTEfGmPynWO+ItJ9agzGmJnO9xgQ6b4oSmMwxgxwzuWZke5LpNBjoCh1E5I4dC6iOgsiGmO2BLp5+sx3X9XGmH3GmC+NMb80xnQIp8M+N2n3VeVsL8sYM9cYc70xpns421SaFmNMZ2AecDTwCnAP8FQ967h/1luav4dKa8IYc7fz25/cwPVHGGP+a4zZbYzZb4xZb4y5xxiTEOZ2rjLG/NMY85Uxpszp0x+CtD3Z73+ovleDvpvSegjn/PBb7xxjzELnPlXirH9FPesMqO+e69O2zodWY0wPY8yjzj2ywnlgf9sYMyGU7ftsZ5Qx5hljzHJjTJ6zre3GmPnGmAuMMSac7Smtm7gW3NejwF4gFugHXAA8ApwKnNuA7b0JrHDee4C+wETgPOB+Y8xN1tqZfuvMAb4EshuwPyV0jgZ6AHdaa/8Y6c4o0Ysx5hjgY6AD8BqwHTgF+D1wqjHmVGttRYib+wvQBSgEdgGD62i7BXnoqYujgbOAEqe90rYJ5/wAwBhzPfB3YA/wInAAuAiYaYwZZa291adtX2CHDTAyhWNESbXWZhtjegL51tqDAdoZoI+1drvzuT/wGdAb+BqYC6Qi99+zjDFTrbVzQvz+44AfIvfQz4F9QAZy/37d+X6Xh7gtpbVjra33BVhpWmebLU67ASHOPwz507TASaH0w1lvprPOlQGWxQHXAOVOm0tD3a6+mu4FzAj2G9WxzgBnnS2R7n+Q/s0MdB7rq0mO7d3OsT05zPVigTXOuj/wmR+DCEUL3BHG9s4E+jvvr3TW/0MDv9NAIA+oBs6L9DH265t7rc2MdF/a0jEI9/xw9rEfEYYDfOanAJuc9Y/1mf8+8AUiwga491zgNGAt8JTz+Z/O59Ocz9ZpPw4Rbv/z2eZcZ/mjgPGZfxgi7vYA3UL8/vFB5nf2uQ6PjvRvq6+meYXWqBnEobNsnrPs1pA7XIc49GnzY6dNNpDgM//KQOsCk4CnnRO8CBGXq4C76rggegL/BnY77VcAVwAnO/u426/9Qmd+R8SqsR6ocP+ckCfS2xAryA7kCTMPeAuYUMfvshBIB54DcoFS5KluotMmCXgI2OrsbzUwNewTRSy8/wMKkD+8DcCfgC4+bQa450qAV9Dfy2/dLX7zjXNcP3eOx37EOvQ+MC3AdsYhT7G7ne+7FXgC6Blkv4nAr4AlQDHywLIWeAxID3DeDQCuBVY6fcl1zp0uAba9xXl1Bv7qvD/oe26EclwDnENxwG+Ajc533A48CHQM8h2HOf3f7rTPBV4GDg/QNh14GDk/SxFr/3pn/UEhnishX094/x8OeYWwn1OctosCLBvknk/43BTDON+vpIHi0Pm9VxGmOA3yHZ5GhES5c46sREI0uvu17QTcAXwHlDnHfTFwcR3X2ky/+UOdc28Jcq2518/TiDXKfzsnO9u5G7GSznP6WO9DFNAL+R/8DMhB/u92Oefl8Lr67Lx/BchHrpklwDlB9uNBrr0dTtt1wM0+58fMuvrZmPMDuNdpc0+AZT9xlj3vMy8O+DmwE3jDWf4acp1f4p7HyH/iJc55Mdtp94az3s+BOKddvHNcqwBPgD487Kx7Q0PPUZ9tPeJs67IQ2l7ntP19kOUZyP/kSr/57vH50jm/y4DlwPVATJDf6HXge+T6KXLOt+lB9ruQuu/RHYEbgWWI9bgM+X95E0eoh/Ddw7rGfK7tu53vUQFsBv7gzLfAwgDrhHWsAr1a0q0cCDdG4RDzeCN5HrkR9UduIPPqaf8r5Ab6udM2Hjge+UFONsacZq2tchsbY3o4bQcAnzjvMxAR8kE9+3odGA+8hzzV7XbmDwfud7Y3Dzn5+gE/QMz/51pr/xdge12RE74Y+A/QDfnjeN8YcyzylNkNeAdxvV0KvGqM2W6t/bKevrrf91rgSUQszHb6fDJy3M41xhxvrd2LCIl7gDGIe9/X9b+ChnE/8Gvkgvgv8rTbEzmGU4FXffp5DnJ8DfKnuhURiz8DznP6ucWnfQqwABiN/BE8h/yZDkb+vN9AhJQvfwYmA28jv/Uk4KfIk/gpAfrfERH83Zz2Rc53Cee4+vMyEkLxnrO9s4HbEVf+j30bGmPOdL5HB6fPm4A+iFtpijFmkrV2mdM2ETmXBgMfOu0Nch2d5xzT7wP0x59wrqe/Ia6qk5DrdksI23dxj/ch14W19ntjzAbkz3gQkBXGdhuMMSYGuQ5HAi9aa//UwO30BL5BhOa7yHkdj1gkLwf+gVh9MMZ0RB6WTkLEz+PIQ89FyLU+xlr7mxB2ewFy416A/HYHnO9xNXI+ZlprdwZY71jkGv0UuYZSnXXr4kREzC5wvlsJMMTp8w+cc//bAOv1R9yj3wMvINfVNOBN57xa4DY0xnQCPkL+K74FXkL+L3+HHKvmJuj5iVy7vm2w1lYCTxhjXkOEPch9ZbS1tsynnQVeMca8hfd+MxIYa6117ycgx6YDsNtaWxygD+61fCri+m4Qzv+G+z1WhrDKi8jD7NXGmPt9760OP0HEzT999uH+f01G/qtfRsT+JKfvx3CoS/tJ5AH1E8RQ1B35r3zBGHO4tfZ3QfoX7B49E7l/rgJmIYKzF3ACYlWeH8J3D+sac8IEXgemIA8J/0B+0yud9Q6hgcfqUEJUu+7T/N11vPYSnlv5cOSmaIFxYTyhzCQ0S9QL+D21EdxyOIgA1gXgPqf9NL/5zzrzH/SbPxpR9pbglsPvkNgR/311CTK/D/JEvbaO3+UpfJ4GnB/eIk/xb+NjrUFEhQXmhHi8+zvfqQgY5rfsCWdbT/vND3ic69nPAAJbDvcgT/2JAdZJ9XmfjFgSqnCspj7LfuVs+wO/+S8785/E72kKsTh0CXDebQP6+cyPQ/58LH4uFZ9zfz6Q1ATH1T2HluLjCkKsw5uc757hMz8FecjIB0b4bWskckNe5jPvXGf7jwQ41h0JYH0I8luGez3dTcPcyq7V5MIgy99xlp8Vznb9zuGwLIdIXJpF3IMBvQ4hbucGZzs3BViWRG2PyK+dtu/iWI2c+T18zsHjfOYPILDlsDfQKcD+znDOrSf95p+M9z/o2jC/X49A5xPyH1oCvOc3f4DPvu7yWzbZ/f5+83/jzH+d2v+PA/FaOGeG0+9wzg/EMmTxs/L6LHfDqhKdz3GIcNjBoZbDadS2HE5z5r+O13K4w1nftRwmAJXOb5ccYP+u5XBdmN/9MOSavQ+xeO10tvPHMLbxD2edc/zmG0S0llL7//dup/3fgVif+bF478fn+W1rcID9dkQeGA4Cvf2WLSTIPRq5P1cjFr/YANsN+BsHaBfuNebeyz/BxzOEPOSsI4DlsCHHKmBfQ/xCNozXAL91tzjz/+ZzQj2P98J4KMwTcyahicM/Oe2e8Jl3ZSjr+v7gTvvn/E6uMkQMB/pz+xd1i8N6f5QA23zMWbef33zrXEQev/mxzslvCeAKRCxXm0Pc950EufAR8eG6DTv5zA/rODvrDCC4ONwc6ILya3eZs/7LAZbFOduoOYbIzakKEd5JIfTPPe+uDrDMDWO4Psi5P7qJjqt7Dh3iwkAstrX+bIGbnHm/CPKdHnGWj3A+nxusT03xCnQ9OfPvpmHi8INgx8NZ/pKzPOzYYxogDvG6CrfjI9IbeKxccXhNCG03IjeuYQGWXeV/zGlYvN13wPd+8052trO8ic+TtxBLR4cAfd5C4JvzViRJw/+4VBFYJNwd7jEI9/xArEIWH8Hut9wVVT2dz+8jbkD/mMPTCS3mMJNDYw7da+SvfvsehNegkxvmdz+T2vf8CuBWwgjfQB5OLfC233xX6PuerzHIA252oGOJCKVq4L8h7vsCZx8z/OYvJMg9GrHgW8SzEnaYSoj9CnSNzXf2e2KA9u49b2FzHKuw3MrW2qCp6k4Jkv51rH5TgHl3W2vry/hrKG5fbb0NjUlC+nc+4oby+KwPovZdDkeeyJbYwKb6TxETcTC+rqMfxzv9OBYRLx39mvRGLFe+bPDvh7W2yhiTi4ieQG7AnYhpORSOcqYf+y+w1hYaY5YjLqJhiOumqXkJuVGuNsbMBhYBX1hr94XRz0pjzCfIH+hY5BiORy6kT6y1pWH0Z0mAedudaUqAZfuRi96fxhzXUPtwrDMdbYy5O8A6Q53pcMT9sgg5N+4wxhyFWKI+A1bYQ10/QQnzempOQv4PaPSOjJmIWKDLkOSYnEZu8i3gj8DjxpjJiHD4DFjjKgZnvx7EkrPTWrsuwHbc82tsfTt0XFiXIcJnNHIuxfo0CeYqDvqfVs/+piCWrkzEFe1/P0rl0MoSwc7F7XjPd9/jst1aGyikYCESehRJ/M/Pq3GylX1L01hrPzTGHIkcDxBhe0i2srV2iRNK1Mdn9i+Re9L/Ocs+Rx7SLkAemI9EBHTIWAlvMo77sh9yzvwROMkYc6G1tr6QAqy1q53/5LOMMX2tk12NJJRC7dJnQ50+bwR+G6RiTjnyP1aDMaYf4jU61emnf2mrYP9Dh5zP1toiY8zbyAP0CmPM64jr/yvr4/KvjwZcY2MRMfd5gM19GmBeg45VIFoy5nCgtXaLMSYeiUl7CrjLGPO9tfaFZthfL2eaV1cj5wT/GAmoXoXEsOXhjYO8Cwn8dOniTP1j0ahnvkvAm4Yx5nzEhbAfiffKQqyC1cgT+kl+/XDxF0kulfUsC/W3d79vsPI/7vyuIW4vXP4PORY/QWKU7gAqjTHvArdYazc1sJ/uNFAMVV3sDTCv0pnGBli22/dm7kODj6sNHIcYqA9uvc+fBtmHS7Kz3SKn9tk9SKzrZGd5vjHmCcRKUmd8cAOup8bgnt9dgizv7NeuWTDGDMQb1/kja+3yxm7TWrvVGHM0IgTORG7mANuNMQ9bax9zPjfl9flXRExkI2J0J3IjAbmZBXv4D1sIG2NuRDJoC5H/u22IsLZIDOpoAp8ne4NsspLadXvr+59urHgPhX2IoOuCEx/qh3t+FgH4CKRDcK67bOd90FJszn/Ndp/Pa4wx45A4yzOQB+3dwDNIbOzXeGPqwsLpUxZwrzHmAPAAkrDxcIibeAJ5AL4a0QIZyP/OCmutr0Bz/8eGULegT3bfGGMGId8tBRFxHyC/RxViJLiC4P9Dwc6NaYjY/BHeMlb7nRjRW6219d37IfxrrAtQYCUe1Z9A+wv7WAWjxRNSrLX7gS+NMWchPvMnjTEfWWt3NdU+nKDwE52PX9XT/DzkRva8tfZKv+305NADXORM04NsL9h8wOsnCMB9yFNDprV2rV8//knLBFAHwr2xZiCZzv709GvXpDhWgkeBR51EoBOQhJupwEhjzEgrdex8+xkI/37udabNbcUK9nu3xHF11x1trQ1kvTwEa+0O4CrnCXcEEmj+CyR7Lwa5ydRFuNdTY1jvTIcGWT7EmW5own3WwrFQvY2IgN9ba19vqm07/wPTjDFxiFg6Dbm5P2qMKbXWPkv4531AnGvrRkTQH+fvjTDGXFpXV+v8IofuKw65ueYAR/mLHcfC1Vjc7xvs/zjY8WpK1iPnxVAkBrUG51pIQiyFh1ierCTOhVRUui6PnrN8M/JwXQtjjJu89k0o+6mH9xBxeDKhi0M34e8qY8y9BEhEcXB/yznW2gsIjZsRofRj61fv2DmXrwi2YrB7tLW2HCfHwqlJeSIi6KYjgnNiXR1q4DVWBHQzxsQFEIiBzu2GHKuARGz4POcP4Y/IBdLUruUrETNyNpIVVBeHOdNAf+qBBNk6ROkf6dwY/DkhxD4G6seaAMIwphHbbApcK8jJ/guMMV0RK/B+JAamWbHW7rbWvmGtvRixTg0Gjgihn3F4j+EyZ/o1YpU90XGDtjQtcVzdbPQ6/7QCYYXV1tq/IzFPIBad+gj3egKvWyuQ5bUuXJfpmf4LHMvBUCQWLZQM67Dxy0x+1Vp7X3Psx1pbaa1daq19EMmWBOe3cG4wWUBvY8yQAKtPcqbLAizzZRByP/ggwE2rj7O8qUhFLJmfBxCGyXhDLhqM8x02IcclULHqkxu7jxAIen4ixdF920QCN/zppSbYlvuQHcjCFRDH8viMs+65Tn9KAvRnHfIwP8GEPqJaQ/6HQsZau91a+xLiXdkInGDqH5mtIdfYcmed4wIsC6QLGnKsAhIxcejwd+TJ4cogf2xhYYyJM8b8FCnlYIH/cyyVdbHFmZ7st61BSLp9LZx4ilcRc+9v/dYZjRSAbghbgCHGGNcd7sYn3IVYcCLFi4hL8AZjzGF+y+5DXCMv2tBHoQgZY0wnY8ypxi9wwjnpuzkf3afuuUgG4qXm0GGhfolcePOttdsArLV5SK20nsDDzo3edx/Jxphg7sqmoCWO67+RP4q7HBdlLYwxMcZnWDdjzBEm8DBc7hNqKLE1W5zpyb4zg11PDq7LrV8I2/dlESKeTzTG/MBnXzE++3rKL0Yv0RgzzIlHaiwPISUmluBXQqixGGOONsYEsgwE+i2eQ6xMDxljagS2MSYVr6X3uXp2ucWZnuC3jWQkya4pvUy7kf6Pc7bv7qsD4iVIDbZimPwbucc96Ht9O2EANzbRPurbfwVwve91ZaSElltaqM5hRRuL8x/ayW+ecSx1xwHzrLUL/ZanOtdIqt/8EwIJDmNMGpIACvWXjfPnaeTh8B9IFvnLAWLoKxGt0BN4zAQYFtMY09MY43uf3OJMT/ZrN5m6cwICYoxJMzIakz9JSEx1JfWXb3L7FM41NsuZ/sFIySp3nS4E8OI08FgFJKJ1Dq21ZcaYPyFZk/fifSoOhR/6XHBJyI1lInJQ9iGlFV4Nsq4vbu23m40xoxCl3g84BznRA91E7kDcbbc7J8znzn4vRoL4f4hYpcLhEeSPYrmRYNeDSG24EU4fGzLEYKNx4kR/iQjuZcaY/yIxZCchAeDrkDiM5iABydbaYoz5CrECxSOWrOHAW66l1VpbYoz5CVLeZJGR5JVtSObfGYgL61q/7V+PWB6vQ+rvvY9c4AORJ8IfIIHrTU5LHFdr7R5jzEU4w0YaYz5CXNjVyHl9LOJ6iXdWOQ34qzHmc2f/u5Hg9vOcdR4KYbcNuZ4WONt/wBhzBBKHhrW2znFrncSrHyPWl9eMxP5sQwLQM5EEjkf8Vjva2d8iDr1xXI33adwV7Oc6T/UgJT/+5LS9CHFd4XzHX5m6h5ada61dUVcDP34E/MIYswg5noWIpfxcRHD8zaftw4gl6jzgWyPxuIlI6EUP4M/W2kDB6zVYa3OMMa8gIRsrjDEfIA/ApyMW7BWINbvRWGurjTGPIf+jK40xbyLJd5OQh74FeC2ejeEvyH/xhcg19j7ynaYhpUF+EHzVQwnn/ABx5xpjbkOqTSwxxryKd/i8PsBfrLW13M3NwBBgsTHmQ0ScdER+0xGIOzmQMeN6xChxD+JGdfkHkGGM+Qy5ztz4vbOR/+q51P8QUgtr7TZjzDy8v4W/S9nlPiS04jrkmH+MxOv1cL7j8UgFiDVO+yeQB7bZzv10J/JffyZSL3daOP1ErJtfGmPWIlb47cgD/DlIiMJj/qI2wHdtyDU2y2l/JrDKSG3LDsg5vQRJkPXXGuEeq6AdDiXF2uK44utos4W6S9kMCLJevNPxauDIEPoy0+2P86pC/PJZyMl5PUGGAyJ4ncO+iCnbDQ5djRQVjsMvVdxnnd5ISZ48ao+QcpGzzi/92i8M4Rhe6WynFElHnwOMIkipj2B98znuW4Isq7cvAdY5AwnqLURuTpuQgtBdQz3O9Wx/AH6lbJCL4HYknmUbcgHlIe7S6wgwIgiShTzHaXfAWe9JoFeQ/SYhF8p3iDWjGLlo/gb0CHDeHXIeE3xUnKC/QQOPa9Dfra5j7hzbfyDuj/3I9bIOqQX6Q592w5GAad/q/VuQRKnj6voeTXA9TUfO/XJC+L/xW3cE8lCQ7/R5A3JjSwjQ9uQ6+uD+xsFeC33a3l1PW/9XyNeCs/1jnPP2W8QiXu6cG/8GjgjQPh6xRq1y2hYj2YyHlPEheJ3DRKTo/Ca8IxE9jjxAHHLuEeS8D/H7xSHieo3T3xznfOxPgGstWJ/ruzbwjk60E+8IKbfQgBFSwjk//NY7F3kYKUb+278Brgj3mDXkBaQh1+JmvKOEfI14U4KNqOSe23f7zb8c74gjJXhHtXkHnzqMDejjec7+vqmnnXH68JFzTRxwftdPnXO/r1/745AHx0Kf6+GHwc7bYOeQs6wrEnftCq0KJGxtIWLUCum7E+Y1Zr3X9r3Ob+j+J9+PaBCLPHg26lgFerlFNZUmwhhzP3Lwz7TWvh/p/iiKoihKa8VIma27kBqyz0a4O20GY8zpiGHhT9baXzf59lUcNgxjTC/rl2HtuNHcIXF62/rjHRVFURSlXWIkqXMj4iXqa8OoGdheCKI1uiPC8CjgGFu79E+TEOmxldsyS4wxmxA3Tiniy5+CBEBfp8JQURRFUQ7FSAH0oxCXezpSJ1CFYWD+6iS7fo6E+/RBYoy7Af9sDmEIKg4bwz+R+IVLkWylvUhRy4etX/aXoiiKk4DUNYSmC/U/RIlypiIx+rlIfcRHItudVs0biIA+F/n/2I/EcT+HlAJqFtStrCiK0gKY+ocYdbnHWnt38/ZGURQlOCoOFUVRFEVRlBrUrdzGSE1NtQMGDIh0NxRFURQlLJYuXZpvrU2LdD+U+lFx2MYYMGAAS5YsiXQ3FEVRFCUsjDFbI90HJTQiPXyeoiiKoiiK0opQcagoiqIoiqLUoOJQURRFURRFqUHFoaIoiqIoilKDikNFURRFURSlBhWHiqIoiqIoSg0qDhVFURRFUZQaVBwqiqIoiqIoNag4VBRFURRFUWpQcagoiqIoiqLUoOJQURSlHVBcDLt2RboXiqK0BVQcKoqitAM+/xzee09EoqIoSl2oOFQURWkmXCHmOw3lfbht62PZMli1Cl5+WcWhoij1o+JQiUqa8sbbHG2jZR+trT/t8TvXRXGxCMNf/xo+/hhWrhTr4eLF6mJWFCU4Kg6VVkM03KRbU3/0O7eOtpFk40YRhp98Ap99Bnv2wH/+I6+vvmodfVQUpfURF+kOKO0D9ybk8Rz63p36vg/WNtB6gZYrSqQoKRGrXFYWJCXJND/fu7y8PPB6CQne5b7vg7VNTJRXSQkkJ8t573vuL1sGy5fDN9/A/v3yAti2Tdrv2qXXiqIogVFxqDQpoQo73/e+8xpDSQnk5kJODpSWyg3ZvbmGe+NtjrbRso/W1p+W2EdDhVtpKQweDOnpMHSo15Xbq1fd7+tb7t82EMuXwwMPQGFh7fn79kGHDpCS4r3+FEVRfFFxqDSYcCx9wfC1soDERJWVNewmnZAAqanetiNHBr4hh3vjbY620bKP1taf1vydW5LHH4enn/ZeV76UlMD27SIaVRwqihIIFYcNwBgzGfgVMAJIAfKAz4G7rbVrfNqlAA8BPwQSgC+A/7PWrmzpPjcF/sIvkDj0JRRLHoigS0qSNqNGed1kTXGTVpRI4l4T/tNQ3ofT1p8jj5RrKBCJiXDUUXD++cGtjoqitG9UHDaMbsBS4AlEGPYD7gC+NMaMstZuNcYY4C1gIHADUAj8GlhgjBljrd0Rma6HT10WQgguAhtryWsMTXnjbc4bejTso7X1pyX2EWrbSIjDxx+HDz+UuoaBiIsTV3dOzqFxioqiKADGWhvpPkQFxpjDgXXArdbavxhjzgPmAqdYaxc4bboAm4EXrbU3NmQ/mZmZdsmSJU3U6+D4J4q4os216rnuqrIymSYmeq1/DY2vcm9UmpCiKA3n2WclQzkv79BlMTEwfjycey6ceCJMnNjy/VPaL8aYpdbazEj3Q6kftRw2HXuc6UFn+gNglysMAay1+4wxbwPnAQ0Shy2Br8s4O7u2VdBXDEJwN7A/oVhJmtK6oijtkZdfllcgYQhQXS3XdlGRWA8VRVECoeKwERhjYoFYoD/wJyAHeMVZPBJYFWC11cAMY0yytbakRToaBq4wdBNFSkq8N5GcnLqtgtA07j+lFVNYKGmwe/fC2LEwcGD97fPzJb4gJaVFutieWbdOil0HIy5OXp07a7yhoijBUXHYOL4CxjnvNyEu5N3O527AlgDrFDjTFKBVicNdu7wWwqQkEYYgLuTBg8U66BvkHo6lT4kCCgvhiSfgzTfBWhGGDz4YXCAWFsLs2VBVBbGxMHWqCsRm5P33xSJYF1dcAc880zL9URSl7aLisHFcDnQGBgG3Ah8aY06w1m4BDBAooNPUtUFjzDXANcGW9+vXr8GdrQtXGII3WD0jQwRiRoZYGXyTUIK5gZUoJj9fYgw6dZKnhNJS2LQpuDjMzxdh2KcP7Nghn8MRh2p1DIs9e2CBE8TSoQMcPOhdNny4XMv33huZvimK0rZQcdgIrLVrnbdfGWPeQyyFdwDXIRbCbgFWc+9yhQGWYa19Gng62D4zMzObPIPIVxhmZHjfh5ppqbQTUlMlrqCiQobbGDgQDjus7vaxsSIMY2Nrp67XR2Osju1QVD7+OPz3v/Ddd/LZVxjGxUFmJhx+uLqSFUUJDRWHTYS1dq8xZhPg3i1XA2cEaDoC2NZa4g2DCcOMDLUMKn6kpMDPfw7HHhtazGFKioi6hgi1hlod26krOzdXXsaI1RDgwAHR7vfcAz/6UWT7pyhK20LFYRNhjEkHhgEvObPeAn5sjDnJWrvIadMZOBd4OTK9rE1xsXf8V39h6FoYVBgqtUhJgVNOkfeFhRJ/uH499O4tpqnBg71iLJAFL1SrXkOtjo11ZTcHjTkOIfD+++Ldz8kRcXjgAHTvLl7/665TYagoSvioOGwAxpg5wDLgO6AIGAr8H1AJ/MVp9hYyIsqLxpjb8BbBNsCfW7rP/hQXS5masjJvjCHUFoZKM9LWXZ+FhfCXv8Dzz8v7qioYMgROPRVuvBG6dj3UggfeeQUFEggXzPrYUKtjQ0Vlc/0e/pbM00+X4MDFi6WuTFkZTJ9ef9Z3HWzaJG7kigoJBy0vl4Lz8fFwyy1N91UURWk/qDhsGF8CFwO3AB2B7cBC4AEnGQVrbbUx5hzgYWQklXhELE6y1m6PQJ9r8C1Xk5amwrDFiQbXZ34+bNsmqmT/fvkuq1eL2ElIgAsuONSCBzIvLk4sjp9/Lt/7vvuCC8Rwj0tDRGVz/h6+lswNG+DFF+XzsmWi5KqqpN311zdon3PmwBtvwNq18lNYK4e3ogIuvrhpvoKiKO0PFYcNwFr7IPBgCO0KgJ84r1aHW7IGJPlUXcgtRGt0fYZLair06yc+zKoq8WfGxsqy6mqZBrLgxcbCypWiYoYPl+V1ZTw3hHBFZXP+Hr6WzLIyqR5/4AB8+60s79PH24eG7HPJVxxZWMbujqMpTepGaal4/S++WMWhoigNR8VhO8O1Grrk5cl9uWdPFYctRmOyeFsLKSnis+zeHR56SIRPdbVUV87NFfOVa8GLi/OOt3j66ZIlkZMj3z8uTj5v3iwi8bDDmlYohkJz/h6+lszSUpg1C956S9zqMTHydFZe3rB9zptH+R9nUsBkSsnAJMSTlJTI4D7lJGRtwPNhVmiFyhVFUfxQcdjO8K1PuHKluJWHDo1sn9odjcnijSTz5sG778Lo0SLyKivhyith0iT44AP45hv48ksRP99+C889B/37w8yZ4kLevx8mTJCM5wcf9IrBfftkMODqaujSpe7C2s1BU/8e/vGL7vbeeUdEcGGhuJQrK6FjRzjttAbVf3z/nL+yjhM4SAd6k01ueRpj+u7jhPwFnLviafiwtP5C5YqiKAFQcdjO8LcclpZKORtf0ai0AA2Jp4sk8+ZJ4sSBA+ISPvpoOPdcOWmmToXzz4dPPpGTyVoRML//vbxycmD3bhF/X34JkydL4b2BA6Xdgw/CmjWyrd27ZXi+lhYzof4e9SWuBItfzMqCJUtkvhscCCIOuwUqh1rH/mfPhuJiBrKVPaSRTToVdKQ32/hJyRv03bgbkmOhe2r9hcoVRVECEBPpDiiRIzEx0j1Q2gwLFoi4c58gcnIkULWqyiuW9u4V0RMbKzGIe/ZI29hYcTvHxIjFzJf8fJnXsaM3saVr15b8ZqHjCrP582VaGKCOvW/8ontsXCoq5Ph06iQXX1KSHMO33w68rUA4299VmcZmBrKOoYDhAB0ZzWr6JBcxOH4nnv150jYpqe5C5YqiKAFQy2E7w723Fxd74+Pdz77LFaUWkybBs896TxR3bEWPx2tFu+EGWLFCrIsxMd5SLT/9qaxTXS0jrAwe7N1uaioMGAAjRsjAwEcdJfOXLKldM7E1EEriSrD4xe7dRTCXlMh7kPfuAOahJqQ42/dU7iXtzPFs+t8gwNCbbZzZdxOJpgxOPBEmDZO+asyhoigNQMVhO8R1IZeUSAiUupSVepkyRcqwuDGHsbFSffmww2DrVhE3Z5wBjz4Kd98tmU6rV8MvfgEvvAC33RbYHZuSInGLEyeKOPziC3jmGRFSmZmyrLUIxFASV4LFL1ZWSrylMXLcDhwQl296unfboZCSQvGZU1nxfjZf94th59h0BhweT5eSChIG9yV9bDW9fjCs9RwzRVHaJCoO2yH+cYcrVoiRRkWiUidTpshr3jy47DKxCgK8/rrEI6ani8hJSxOhZwzs3AkvvywJJ6WlIow6dpQKzX36iGUrJUWE4JIl3jHgqqvlfWsq8xNq4kqg+MXUVLm4qqrEspefLy7mxEQ5dmF8x+xcyF+2jXXf9aJD2T7KyuIZNKIrfc85hp5jAL2GFUVpJCoO2zHJyXJvcu/xihISCxaIJSw+XuIE3VhDN14wOdlb/zA2VqyBf/iDxOrl50t7j0cqrl94oWQvg4wasmULfPedbMctmN2aaGgika+wjIuDuXMlS7tLl7BjLHM37WPNzs58m5dBJ7ufgyUVQEKt8EZFUZTGoAkp7RBfC2FZmRh6SkoOtSgqSkAmTRKBs3+/fO7a1VsEe+xYeOwxGUZv8GApdN2pkwzjsWtX7YSUgwe9Lun8fBGbJ58sYzSfdZa4rBctktiHaCAlRYYYdIX1uHEyDUPVbdgA+ZXdqKjqQOfYUsoOxjFgaAfOOUcq4qjlX1GUpqCVPZYrLY2bkJKbKwYfRamXKVPgpZfE+tWvn5S0SUqqXdfv73+Hf/0LFi6UEjfV1WIJLC31Jqrs3estmN21q4hLa+VpxRj46CNYt04sjsGG2GuLNLLodnlsZ5ZVHkFBhyo6p8bSOU2shsXFKg4VRWkaVBy2U1zroccDGzfKvV1jDpWAvPqqlFsZMUKSTgYP9sYfBmPgQElC2bpVCmInJ0scYt++YhUsLBQrWkKCWNJ83a4XXCAWw3XrYORIOUGjqVZfA4tuFxeLETU7G/aVJRCXCF3TJNSzf38dF11RlKZDxWE7xnUju2Msa2KKcgivvgo/+YnEEFZXyygfU6eGlkWckgI/+pFkOJeUSHmb006Dm26CDz/0xiS6ljP/eL7580UYukPsRRMNiF3MzpbSkTt2iEe+qkr0cq9eUllIURSlqVBxqJCeLvfusjJv6TpFAWRYvKoqsfCVlsqYwEVFoWcR+5bASUgQgfj559C7t1gHPR5xO/fuLfX/KitFDFZWwjXXwPffy3qLFkkCx5gx9Y9SEqWUlMgwzJs3i1bv3FkOQWKiXrOKojQtKg7bMb43lM2bayem+C9X2ilnnAGvvCKqBGSoN1eVhMqUKXIyTZ8uAu/AAe8oKlVVsr2hQ2Xb48bB+vWSlLJ+vZyUc+aIWzo2Fv74RymP4z88XZTjXpMJCTI1Rrz8J57otfYriqI0FSoOFaD2UHpqPVRqmDZNpv4xh+EKss8/F4FZWenNco6Lk1dJiQzHV1go2c2VlZKYUlkplsrKSmlfWCgFsk84QcRksFFKopDsbBly+n//k0PlsmGDt462oihKU6GlbNo5bnxheroMauGOipadrWVtFIdp08Q1/JvfSHbxbbdJ9nA4JWaOO06mFRUyda2GVVXyPi5OYhq3bJEs5v375XNMjLQpLJSyLwMGSPxDAzN92zLduolHv0MHuU7HjRON3LNnpHumKEq0oZZD5ZAEFN9hcxWlBv+RUebPh5kzQ8siPvFE+Mc/4He/k6yKmBgZKSUjQyyD3brJE8nmzWIJLC+XzOb8fBmur0MHGDVK3MyjR4srurWNvdxM7NolIxEuXy6auaxMDltCgjzU6XWqKEpTo5ZDBfBaCV2X1ebN4rJS66FSg+/IKDExcrJs2hS8/auvwlVXwbPPStbx0UfDU0/BL38p7uOSEll/yxYxfxkj23cTX1asEHf0mjUiFo85Rra7fDm8955YGNsBOTlyODZtEo0MMvJg9+5qNVQUpXlQy6ECeK0P2dlyM3KTU7Kzay9X2jGTJknMn2s5zMgIXmLGLYFTXQ0vvAAXXyzzDz8cvvlGrIdVVaJw9u4VN7GbzZyfL+/37BGx2LmzzC8slJNy3Tpvgsz110e99dAtTr9zpzys9esn4rCsTAtfK4rSPKjlUKmF/ygpvtnLSjtnyhQpL9O3L0ycCDffHHxc4A8+kKSSLl3k8+bN3kSTuDgxeVkrgs/jgfPPFzdxXh7s3i3WwoICOQGLisS3ummT1EdctgyysmR5lA8ovGGDuJS3bpXDVF0tYZZHHy0lI7XwtaIozYFaDpUaXAtESYncy0eNEitiVlYrKozdTmvctQpefRUef1xK0WzZIqar778PXBDbLYGzb598duMSjZHU+LFjZViP7t3hpJPgiy9kqL2CAhGNsbEiPK0Vy+LevTJmc7du8j4xET7+GK64ooW+fOQoL4e1a0Uzd+8u16EOl6coSnOi4lCphXuzyc0VYZiRAStXtpLah4WFMHt2u6tx12rwL4hdWBi8ILZbAueDDyRT+cQTJU7www8loeT442UYvcGDZf377vMKSRBRWFYmYhJkCJ8DB7wxj336iJn7f/8T66QrPqPo4aG4WK5D9zCXl8vh6tNHvp4KQ0VRmgsVh8oheDxyE8rJqR1/6Ls8IuTnizjp06dd1bhrNfgXxE5Jqbsg9rRpXpH46qvw61/LuG/vvy9WvwsvFBdxQQF89VXtdePjxf0cH++NNezQQUZSycuT7axZI/OWLYPrrhOB6DssXxt/eMjOhu3bxZteVSXzkpNh0CAtfK0oSvOi4lAJiMcj92NXFLrTiN6QUlPlpt8Oa9y1Clyh99ZbUhB78uTQy8m4VsekJLE6ZmeL0qmqkizo2Fh5HTgAPXrIMHlbtngLZffuLbGOaWkSiLd2raxbWirmtTlzZL3ExKgpkJ2cLG7k3Fy5/nr1kjKPvgXrFUVRmgMVh0pA3BjD4mKpQpKREekeITf6qVOjxm3YJvG1BoLUPnz3XXEV12Wpc62OpaXiGi4qgnfegQkTYPx4sSRWVkpW8oQJMHKktN21S+Yfdpi4nauqJBaxQwcp+rdhg5wLRx4p24ySAtnFxRLru2qVxBoePCje/K5ddSxlRVGaHxWHSlCKi+VVWiqfXTdzRkYEsyRTUlQUthbmzZPxkg8ckM/ffgt/+EPg32faNMly+te/vKOgvPuuiL/TT4cf/lDMYyecAD/6kYzI0qOHiLzvv5d0Xde3um+fpO1mZECnTmK9XLVKrJIXXyxTVxhu3Bjag0Qri1V0Xcrr1skhAAmt7NVLXcqKojQ/Kg6VoLg3oPR0ryhsVdnLreyG3u5YsEBEmhuDsH69/B6ffw5vvCEnzmmnSWby1q3i+i0okHU6dhRz2ObNsqxDB0lKycyU4te7dokodLMxVqwQq2KfPvJb9+0rwrCgQNps2CAu54ICiT9MTQ09eamVJjolJEh4ZVWVdGfoUE1EURSlZVBxqNSJeyPauLF29nLEi2O30ht6u2LSJBn9xE1lP/xwSQ659loxN1dXy2905ZXiD62slArOe/eKMASx8iUkeMdcXrFCLIebNsn6xsjvWlLiHWe5pERGWElPl5MxIUHW/e47eXLZulXGf3aTlzZsgCVLRHgGOkdaWaLTrl2imZ96Srq1a5cIw/h4LXytKErLoOJQqRePx2s1bDWjp7SyG3q7ZMoUcf/6xhzef7+IwE6dvAMB5+TAEUdIYkllpWRZpKfDkCHe+V26iL/0zTfFbRwXJ+KwokLMZy5lZSIGi4tlfTcOMStL9ldeDtu2eeMON2yQ4fZAFFegh4hWluhUUiJfc/lyKQG5b5+4k48+WvJ0VBgqitLcqDhUQsI/exm8o6dE5GbVym7o7ZYpU+Q1bx7ceqsItJgYEWnWSvZERobUOezfXyyDgwbJCCmlpeI6XrZMimCD10R28KCIw5gYEZrV1SIsExPFBV1dLfMnT5b5WVlikayulpOySxc491yxGIKoqw0bpF1mZu3v0AoTnQoK5Gvs3i11vzt10sLXiqK0HCoOlZDwHXvZd/SUnJwIxR+2wht6u2XePLjsMu+Yy65FcPBgiTlctQp++lMRiGedJb/X3r1iZdy4UVzDxsDcuSLcfvADqWGYkiLJK+vWieiMjRUrobXeaUKCZCrPny/b2LtXrMnffy/7y8yU/b/9tiTOVFSI5dItmu3SShKdfv97CeXMyxMNvHy5eOT79oVjjlFhqChKy6DiUAmZQKOnZGVFcPSUVnJDb/csWOAdueTAARFuV18tWcjPPisWRWslIeWrr8RXGh8vTxl5eWLtc0dAyc6GYcPEgnjaaWJdnDlTrH6xsbKOtV739LnnyvuzzxahmZcnMYv79nnjDCdOlJM2P19E44svwvXXt8pzp39qIRmJsL00nsrKBDp3FiNocrL3QUxRFKW5UXGohIX/6ClJSa1k9BQlckyaBM8847UcZmRIXUKQIfNA1E1RkVgCTzhB5sXEyHyQdd1xlOfMgaOOEqE4d66MepKdLaY0Y8TPGhsrJ9+CBSI0ExLEvb1hgySzZGXJdjdvFpGalCT77t5dXNOtMEa1eFshY3d/xN7EHhQm9SO/IJ2RIxM4/nip9DNkiF5fiqK0DCoOlbDp1ctbIDsnR+7vraK0jRIZpkyBl16S8jUDBkjtQ9dte9ZZMqJKSYlYCLdvl/GQf/ITKYy9fbuIxt27veLw/ffF0rd8uZxkhYUiDGNixCJYWSnD9m3d6n1a+fJLsRru2iV+2IoKEZLFxdJ++nSxGLoVpOPiQq+B2EJsXLaXdTs9LNg+mPi4cmKQr9CliyzXeENFUVoKFYdK2LjFsV2LYasojq1EFjcxxWXePLEA9u8P994rwnHpUti5U175+eIKPvpoiSncu1fiCl327ZO0+G7dxOJXVORNdikokM/5+XISLl8u8+LjxaXdr58kvnz0kQi/Cy4QsXr99bJOXFzrHIO5a1c2F3ZhX2EVXRIN/XodJP7gAbp2AOgS6d4pitKOUHGohI2v9SI3t7abGVQgtnvmzZO4v/Jy+XzccSISv/tOLIAlJWK1W7pUXL6dOonoc3HNZbGx3sSWnTslXrGyUk4637Hk+vSRjI2CAlleUiIC8bjjvPGJ4I1R3bixacsgNUEx9mXLYMHSFDYkjGbQqHI2bO3IYYnZDIjZx1n710H8OXg8XRveR0VRlDBQcag0CFcgJiW10tFTlMixYIGILzdBZdMmEVButjB43cf79snYyn36eF3Mp50mgtEtbv3Tn0q7a6+FPXu8QrKsTKyAnTuLAIyLE1GamAiLF8v+Y2MPdSH7lkHav1+2XVjYMGHXRMXY8/JEKxcVJwAJxJq9dImv4EB8F3IKO5JRsAfPiK7h909RFKUBqDhUGox/cexWM3qKElkmTZIxlMvLRTRlZ8sJYq0Iu9hYOTmqqiQOsXNnuPRSsRampooV7oknxFrYrZsIvzFjpM7Lk09K+5wc2f7KlVKqpk8fGYt56VIZkWXw4LpdyFOnypPM4sXwzTdiumuIsGuCYuzLlsFrr0nY5ahRoq0H9O5ERuV+Rqc7dTy7dQuvX4qiKI1AxaHSKFwXsv/oKRErb6NEnilT4OWXJeZw7VqJCXQLYyckyPuDB0X0rV0rFr6JE0XQpaTI2MyzZolwPHBA1j/9dLEa5ueLdbGyUsrcuMPwxcdLhrQbizhkSG0XcteuMvazWwQ7JUXEaHx849zLjSzGvmGDhFx+8410Y9kySfBK6JwAPYYzbFIeGUO74unbNbx+KYqiNAIVh0qjCTZ6igrDdozvyCmXXSZPC9XV8ho+XOIKV6wQQfb++5J0ctFFcPPNYg2Mj5f4xK1b4ZNP4LPP5MmjokK25YrCgwcltqGqymt68xVoqaniOn7nHbFcLl7sFaFNMcpOI4qx79ol3dmwQcIlU1PFsz58uGymc48k6JcEXfVaUhSlZYmpv4mi1I3HI6OhJSdL7FRGhnfsZdeCqLRTpkyBm27yxglWVIiJeetWb1yitaKK3nxTrITHHSfCcPduWScxUab79kksYny8fHatkKmpcPzxkrwSHy/b3rhR4gFBkmH69pWC2fHxIuTAK+xOO00sk/n53nXCISXFa6kMA3c46B495Otv2SKW+HHj5JoaMUKuJRWGiqK0NGo5VJoE/ySUjIzI9UVpZZSWehNMSkvFUue7DLzZyXv3SumZWbMk7nDOHHEtV1eLa9h1Ee/fL/GEcXFSw3DZMildU10t8XkXXeQtsF1dLftMS5OT1NdC6Aq6JkgqaShuBZ8DB+QwbNzo3b1bAUAFoqIoLYmKQ6XJcK2E/tnLY8boza1d4zuCSnW1zEtIkBhEj0fMZXFxIuAeeQS2bZPxkm+9VSx6c+eKxS8lRVzMQ4aIgFuzRqyCKSkSj9ixoyisffvkc2mprDdunOy7e3cZus9f+DVBUklDSEqq/XnIEDGSdugAvXvLWMqg146iKC2PsdZGug9KGGRmZtolS5ZEuhtBKS4Wd3JJiTd7eeBAcTvrTa4dM2+eiLzdu+W9tSIU+/aVE+TTT73C0RiJCxw9mpqx4/74Rxlj2W2TkSGCLyFBttWxo2zbGHkNHy6WQjeAb/16GDtWTsLTT5eEFjdGsInK0YRLnz6SkO1PfDzcdpt8bS0sr0QTxpil1trMSPdDqR+1HCpNiisAN26snb2s5W3aOb4jqDz7LDz+uMQXbt8uL1+sFeHXsaN3uLzychF9iYmyrLhYrI1JSfI+JUXEXUmJtN+5U9Y5/HCxIh5+OAwdKtkf7jB6ZWXeof4amFTSGNau9T5IjRsHt98utbs3bhQdq/GGiqJECk1IUZoFN9zLxbe8jdLOueoqb5JJMGJi5KRxax+ee66IQTdAz+MREVlaKqKxe3eJNezYUbYdGyuZzP36iXUSxGVcVibvv/8eVq8WoegWwG5AUkljSU6uHZ+7f7+UcUxNlYcrvWYURYkEajlUmhzX2pGdDZs3S3URHV5PqYU7UkogjJGkk8GDxbeakgLTpsmyt9+WNN4JE+QEe+MNGYHFtRKWlEjQXmysxCNaKyfkBRd4R1F58UWxJnbvLkKyhWIM/fFN4urWDU45Rb5KfLx8dbeNoihKS6PiUGkW3Jtabq4Or6cE4Lrr4OqrD53fubMIvZgYWLJEyswcdhj8/OdwxhlekQjw2GMSx+jGIaanw8iRYik8/3wRh3l5sv7Agd71pk/3upb9s5cjwK5dkq+TmOg1jLrXjF4niqJEAhWHSrPh8YgFxH94PR09ReGqqyTzeNas2vOLimS6ezd89528//57+OILuPFGuOUWmZefL2Vu3GSUAwdEVCYmyonWuzd8/bXEIW7eXDvJZOBAuP76Fo8xDIbHI5q2pETEYWamCkNFUSKLikOlWQk2vJ6L3gDbMc8/DyeeKJnCxnjHQAZx+/qyf7+UuMnKkpqGVVUi7IwRYQjyfscO8cu++aaMvDJggFghs7NliL6xY0UMuq/Nm8VC6W9dbEGKi+Wa+OIL+ZyYqPUNFUWJLCoOlWbHf3g9d6o3PoWrrvK+YmJE4FVWysuXTp3khPnyS0kgGTNGgvQOP1yG1hs4UFzS/frB0qXw0EMiGr/5RuIP4+Phv/+FH/1IXNQpKTJ83+9/L3GIiYlw330REYjudbB/vzfU0ne+oihKS6PiUGl23BjD4mIp06GjpyiHcMYZtesYWiuJJSAnzE9/KjEJ2dne4oDp6eJmvuUWsSjedx988IF3HOeOHSXxpapKhOKePTK0njt83syZsi33hNy0qcXF4a5dXiuhxhsqitJaUHGotAjFxfJyR0vzjUPU7GWFadPgD3+AVau88w4e9E7ffFOeLHr2FOvitm1SIHvvXnFHz5sHb70VfPtVVfJKThZ3dH6+ZCt7PHIi9u4truUIUVoq4ZYR8mwriqLUQsVhAzDGXARcCmQCPYBtwBvAH621xT7tRgL3AROALsAW4DngUWutn98sunGtIOnptbOXtbyNUsNPfwo33XTofN8TxU1Y2bFDimcfdZSMkrJ8ucyPixOXdEqKFMh26xqWl4v4u+EGbwJKejqceqpYFK+8Uny6Gze2aJKKe12sXCnTzEzRr2o1VBQlkqg4bBi3IoLwN8AOYCxwNzDJGHOctbbaGNMLWAjsBH4J5AOnAg8hgvJXLd7rCOM/eoqWt1FqceONUtPFVUp1ERMjLuPqam/Nwu3bvbGKBw9KDGLnzrBuncxbvhw+/ljiG1NSao+KAhEZQq+4WK6BVaukq76xuXo9KIoSKVQcNoxzrbV5Pp8XGWMKgOeBk4GPgXOAVOB4a+0Gp93HxpjBwAzaoTgEueH5Wg3d8jY6vJ4CiOUwUP1DX9zxkzt1EuvfpEkiDvv1k4SV3btFYa1ZIyZpd9i98nL4618llnHiRK8PNz9fhumrqpIBj3fsqL8wdmFho0vhuCWdMjIkXyY+3htrqNeBoiiRRMVhA/AThi7fONPezrSjMy3ya7eXdj5sYbDyNioQFa66Cr76SiyI1so8j0csgR07iqAbPlwE4K5dYnYePVriD886C26+WQpfJySISznO+YsrLZXt5eTAn/8sI63ceae3FqKbDbJjh1gO6yqMXVjYJFZG12oIUiy+f38tYaMoSutAxWHTcZIzXetMZwN3Af8wxtwG7EHcypcD97R891oX/uVtwDv+st4Y2zlPPy2xgK+9JkJv0SKZv38/fPutvFxWrpRklWOO8dYwtNYba1hUJNZFa8UF7ZbE2bdPStn4WgvHj/eO5ewv9nwthfn54VkZg+Ce5zk54iEfO1azlBVFaR2oOGwCjDG9gXuB+dbaJQDW2lxjzLHAm8D3TlML3G2t/XNketp60PGXlTqZNk1ekyfX37aoSKyKubmSoJKWJqOnFBRINvPevTKcXk4OrF0rTyFJSbBhgwjOsjLvcD4pKSIEfRNT/C2Fp58u0x07ZP19+6RNmALRtRwuXy6aFdRyqChK60DFYSMxxiQjArAS+LHP/DQkg7kUuAixHJ4C/NYYU2GtfTDI9q4Brgm2v379+jVd5yNMsPGXc3I07kpxmDJFahfWRWKi1DFMT5f348bBwoUiDuPjRcAtWyZ+WzeRpaREXNcZGWKlvPHGwELQTVrxtRRWVsr8rCxYvFgKbS9eLHGMrsAMAd/i1+np3nKLet4rihJpVBw2AmNMPPAWMAg4yVq7w2fx7cAAoL+1ttCZt9AYEwvcZ4x51lqb779Na+3TwNPB9pmZmWmbqv+tgUDjL+fkaPyh4nDjjSL05sw5dJkxMlLKXXdJnUJ3aJH8fDmJ7r3XG0vo8UiNxC1bxMVcWSnmuo4dRfi5Wc6BXMapqRQfjIdNuRQfTMbTKRXiUijen4IHD3TqQvH7C/DsLoeePSk+7Yf0GlG3QHSLX5eWavFrRVFaHyoOG4gxpgPwOnA0cJq11r/+xihgk48wdPka6AAchpS3aff4J6ioQFRq8cYbcMEFtQVihw7y2rYN/vQnsfIVFUmhwOnT4Ze/lMxl1+q4apXEHCYnixrr2FE+V1eL2c5NQElNZVdxMh4/IZh97PkkVxSQs/0AfPAFdO5MTsJAOBgPq7eRs78r9B0B+/aRs6EIT9+UWvGz/uew+zkrS7qTmanCUFGU1oOKwwZgjIkBXkISTKZYa78M0CwHOM4Yk+InEI9xpjubuZttil69vEPsgQ6xp/jxxhvw2GPwxBOwfr1kLx88KPGCe/Z4261cCfPnwxVXyFB54C2MXVkpGcogYtK1EI4dS3FcChRDcXkKOUf/AOL2kFPZHeK6QDGUxHYlOa4Inn0Sdq8U9/RxF8CMM8QVzUqJPYyNha5da2Uiu0lXxcXeByF3+XffyefERI03VBSl9aDisGE8DkwF7gdKjTETfJbtcNzLTwGXAR8YYx5CYg5PRgpoz7HWbm/ZLrcN3Axm3wLZY8boDVNBXMzz5ok4rIu9e0UY9u8vbV2XcUGBZDr/9rfy2XEZL9ucQnIyJFfuJWfDPhkpZdAgSrPk/Nu+3bFirytjd9ZRlFQeBwcOYj9JxexLgq79sPsPo9Oe/XjS4klfnUR8luxi7FiZumLQ45Ft5eZ6E6pB8mN0ZBRFUVoL7UIcGmM8wPFAP6QwdTmwG1hhrV3dgE2e5UzvdF6+3INkJH9pjJkI/B54FOiMDJ93L/CXBuwz6vHNYNYC2UpAQklQKSmB1avhxBMlIeWzz8S6mJ8vRbA3bYKTT4b4eDbkd2UB53DE8GrKPvqSNc99SfyBvezr3I+iH99Mp07Qo4dsptdRXRi0cisjS74iOa6CnOMuIOP6o6Ar5OQkkVx1kM0rC1i10xLfK5n9++GLL8Rt3LOnlF5MTq4tDFNStPi1oiitj6gVh8aYBGT846uQuEC38LRxptZpl4/EDj4ZIG4wINbaASG2+xI4O/ReK/5D7GmBbKUWN94o08cfl3hDN5vDF2slO7myUsRkQYEIxI4dJVN51SpxJfc6nCdmp7OzQyXxBytImfUaAw+UkE1PxhYtIvHR9xg13MIxx5Bzxe1kDO1JTp/LSc49Usa66zEKunYRS+WanSRv+oxRnTqRVpFM8pGnsnpHV8rLHa8zMkDL4sXSPD7em9SckKAuZUVRWhdRJw6NMXHAjYhFLwXYD3yJjGCSAxQACUB3YBgwAbgOuNYYMx+4xVq7KgJdV3xITtYC2UoQbrxRXpMn121FzM6WE+eYY+Dzz0UYAhxxBMuKBvHqv1JZuKEXx02OZ291R/aWpdKVOI7mawazmRzSYW0urF1D8sz/4tn6NYzrjacyUSyRnarxVBbC/LmwtQDP9jVw5pmQWwIVBfRPMWSk7SGra3fKYruwZInsvsgZMyk3V7KWp0wRy6HW9lQUpbUQdeIQWAcMBP6HjHX8prW2oq4VjDFDgSuRMY+XG2OustbOau6OKoHRAtlKSEyZAh9+6B1mz5+8PJg5E4YNg1tukXqExx/PhvNuYdZzsXy0LYaEboa8HRVAJwazn17sYjDf46EEsM4UPBTj6d8NT0FBTR1ET2ysFN3usB9PZi/IXgrbVuPp1YviLjHw3lt4OlSQXpJM8oVnkpbWtSaW1qW0VMojKoqitCaiURyuAS601n5bb0sHa+0G4DfGmLuBnyOWRSWC1FUgG1QgKnhdzLNnQ7du8NFHorZ8KS4WUVhUBO+9BwMHsvl9WLURduaWM7LzLnKKYuhdlscgNnEMS+mFnGSuMKyFfx1EkAzlvXtl+D2nELYnPx+Pp0TabcqFinzI6HrI5tzSjIqiKK2JqBOH1tofNGLdA8Dfmq43SmMIViBbBaJSg+tiBuje/VBx6JKbC5s2sXjHQJYsgYqScmIP7GfT7mR6Ju4jLXEtx9w8iV5/nVf3/lJTvUPnxcbKCTp4sHfcZd/RUZx2nqRYGNAdT4q3VJOLnsOKorRGok4cKtFFsALZKhCVQxgwQJJPAlFezvvXzOaJjj3ZmnAEFO+nvCKGAzaRjpVl7OzQATLSpY5ir17w7LNSH9G38HZBgYg/d0g9XzHoP2RekHaakawoSlvA2GDxOlGOMWYYUpKmDHjFWrsvwl0KiczMTLvEjWxvR7jDjQG14rY0kF+p4dVX4ZJL6mzyPqfw5uG/YtHmfuw80J1e7KRjLHTvsI9TBmzhzuk7JNlk1Sro0gWGDJF04tRU7yDIO3bA4YdLqZwQx1FWFAWMMUuttZmR7odSP1FvOTTG/B74GTDSWlvgzDsNeBvo6DS73RhztLV2T5DNKBFGLYhKvUybBu++C7OC55JN5mOOW/811/IPdnAW3SjkyNQ8tpmBvLLrBDJWrOOs166uiTtk4kQYMULGcV64UOonVlRI1eorrpBEFxWIiqJEGTH1N2nznAWsc4WhwwNIncO7gCeR7OabItA3JQx69fIOq+cKRPf9rl2R61eLU1gohSAL/YftVnj+eclirgMPJVzBLDL5msFsIa/Mw0i7ig72APtfe4evGM8unJNr8WKYOxdeflmOuTFSZ8kYqbOYr8OjK4oSfbQHcTgAWOt+MMb0BsYBT1hr/2CtvR74GPhhRHqnhEW7F4iFhZKdO3++TFUgHso778ADD8Dxx0OnTgGbTOZjbucRjvasJbFLHDldD6e62pBCIeUkkkMPb+PcXOjbF3r3lrI5JSUy7ddP3M2KoihRRtS7lZFC2L5Ww+MRq+E7PvOWAte2ZKeUhtOuXcz+pVTy89WtGYg77pDXjTfC3/8esMlkPibx8FHk7ssjPyGRotI4ykkggfJDG3fuLDGGAwdqzKGiKFFPe7Ac5gG9fT5PAg4CX/nM60j7OBZRQ7u1IPqXUlHLVd089pgklgQh/fuvOD5hOeOO6wSJ8WylD90pIBmfkjixsXDppeKuHj8efvpTOO88FYaKokQt7cFyuAL4gTHmCGQovWnAp9ZaX/PAACC75bumNIZgFsSsrCguGRKslIoSnL/8Ba6+OuCikoIy9hRsJ2H943Su+BnfMZb+7CCNXGkQHw+PPipD9bzxBowdKyfW1Kl67BVFiVragzj8M7AA8B0x5S/uG2NMPHAy8G7LdktpCgIJxJUrvcWGo1YgqjAJnauukulDD4lZubQUqqsByGA3pSRTVpFEd/LoQgF7E3vD2GSKjzwTz0WTYf16SUKprJRpVZW68xVFiWqi3pVqrV0MnAPMBeYAF1lr3/NpchywxVmmtEH8XcxpaZIzUFx86IgUSjvlqqtg3ToZRu+3v62ZLSVrqtnEYKqII4NclpYNYe5nKax48hM49VT4+c/lhIqLk6m68xVFiXLabRHstkp7LYJdH8XFkJ0t926X5GTo2TNKrYfBKCxUl3MojBgBa6WIQTHJZJPBbM5nJ73pTTbxVHA0XzGGld4xlr//XqyHemwVpUFoEey2Q9RbDo0xzxlj6hxv2RhzjjHmuZbqk9L0eDwwdKgMaAFiSUxOjmyfWpTCQliyBGbO1DI3obBmjRTNBkf8WQayjb10pSv72E0qH3IaGxnkXcdfGLrHfMkSPdaKokQV7SHm8ErEbfxWHW1GA1cAP2mB/ijNhOtGLnUSTX3jEKO6vE1hoYjCzZvFfHrBBbB3b/TGxTWVdfSVV6RW4UMP0ZNc+rKNHuSwmmGMZB1fM44FTCKZUoaS5R1veehQcS1/9BFs2ADdusGkSXDlldF5vBVFaXe0B3EYCp2Aqkh3Qmkcrvs4Pb2d1T/MyoLPPpPCzJs3w4oVMHhwdMbFuUXAq6pEoDU2a/jPfwbA89ZbjOkUA9+9yeucz166MJRN7CeezQwkmXJ6vfuujLucnAz79kFZGXToAF27wqBB0SvGFUVpd0S9W9khaGClMaYTcCK4g6kqbRmPR+IMoR3VPywqkqHcdu+WYd1GjozeUiu+RcDdrOHG8uc/w7p1eL79lPS4faSRz0561ixexRFk0Z/i9bvg4EFITJQF1kJMDJSXw/790SnGFUVpl0Sl5dAY873frP8zxvw4QNNYIA2xHD7V7B1TWgSPp7bVMOotiJ07i3u0Y0c4cECSLaJRGEKzFwEf6slmauHrLOYENjCEU1jEHroBhuIDHfB0SfZaLZOT5dj36QPXXRe9x1xRlHZHVIpDxCLqWgstYJyXPweBlcBHwB9apmtKS9AiQ+y1lszgwYNlHOGiIhErgwdHri/NTXMXAb/6aoY+9BDJlLKfePbQjWGsByAnpg+ekyfimTjGO+pKVZUUxh44sGn7oSiKEkGivpSNMaYauNtae2+k+9IUaCmb8Ni1yysIXYHovm+UQGzq2LfG0lqEajQwdizFKzaxglHkk0Z/tgGQRxqjWCm1EWNi4H//g8MOU2GoKCGipWzaDu0h5nASMDPSnVAiQ7ONwdwcsW+NISVF6vioMGw8y5fjueHHjIlbR3+2kkcaGc5wejlksIsMGWHljDPgd7+TJCBFUZQooj2Iw7uQ4fGCYoyZboz5uGW6o7Q0zSIQmzn2TYkwjz2G52ABGekxlJHASo4gjTzySOMrjhaBCJCXB5s2RbaviqIoTUx7EIcnAwPqadMfOKnZe6JEjCYXiG7s22mnRd6lrDQbvX55McfwdY0wHMUqZ4mhmGQZkq9TJ9i4UQthK4oSNURrQkq4JACVke6E0rw0eZJKSoqKwmjnjjvoBfDrR8kjjRzSSaScEpJk+e5yPHPmeAtj64OCoihRQHsRhwGzbowxBugHnA1sb9EeKRGhRbKYlejijjvwVHQk7e5ZuEUPSpCxGT37c2DhQkhLg2+/lSF6xo6tvb6bQa6iUVGUNkJUikMnQ9lXEN5tjLm7rlWAPzZrp5RWQ4sKRM0ijg5uvpmMio6UPPQkeY6PYTMD6EmOjEizbp0UIH/3XUlSiomRsZg7dRKr4vHH6/B6iqK0GaJSHAKf4BWHJwLbkPGV/akC9iB1Dp9pkZ4prYIWq4PYmsrdKA3G4wF+fT1cfz1lvc8jg1zWcTjZZAA5ePaXSMOYGBlaz2X/fhlJZd8+HV5PUZQ2Q1SKQ2vtye57x4r472ipc6g0Hc0uEH3L3ezYoeKgjeOO3Z3a3ZCzJ53uFJBLD5IpleWUSImbgwdFJHbsKJ9LSqRotma0K4rSRohKcejHQGBvpDuhtE6aVSBquZuoo7gYuP568u75MwDb6QvAYL4XcQgwfLgIxA4d4IgjYPJk6N07Qj1WFEUJn6gfISXa0BFSmodmHUlFYw6jiuJiyL7klyx5N4dhrKeURAazGQ/FIhA7d5YC2fv3w9VXQ26uhhYoCjpCSluiPVgOATDG9AROBXoDnQI0sdba+1q2V0prodksiL7lblQoRg3J//obCWf8Flavp4wkcuiBh2JZWFoK5eUiEquqNLRAUZQ2R7sQh8aYe4A7qP19Dd6kFfe9isN2TLO6mDU5JWpwYw/7z/oDeVN2kJbzLVvpTwa7ZXmV414eOVLK2nz4oQjD/fslMaWwUH97RVFaNVE/Qoox5jLgd8Bi4CJECD4P/Aj4F1ANvAKcEqk+Kq2HdjMWsyIirREjm2RkQOJ/Z0KSh3ISyKGHd+GCBTLt2lUeBMaPl8/ffCMPCTqaiqIorZioF4fAz4AdwJnW2jnOvC3W2lestdcB5wAXA50j1UGldaFjMUcxriDcvFlE2vz5DRJrrvUQYN2Um+lOAesYxgqOlHGXy8okKcV1I3fpAvHx+nCgKEqboD24lUcB/7HW+g6PF+u+sda+b4x5H7gNeLulO6e0TpplqL2pUzXmMJJs3gwvvgiJiSLeEhOlQHUDYwE9Hhn4hOt/SNnC1+m+O1fmUwIJCVIE230I0IcDRVHaEO1BHHZACl27lANd/NqsAq5rsR4pbQIdizmKKCwUYbh6NXTvLj9mWVmjxJrH45S2ATb9/gWOfWoG61ZVQecuDB7TmV7V1d7G+nCgKEoboj2Iw2ygp8/nbcCRfm16A5Uoih86FnOUkJ8vlsLu3WHPHvkhp0/3WvcaKNZ69RKRWFYGeXf9g2EfvULe6t3Qq5DiRcvwzDsZLr0U7rjDu4/8fNi7F777Dr74QqyM550HY8Y01bdVFEVpFO1BHC5HXMsuHwPXGGMuB94ATgYuBD5r+a4pbQEViFFAaqqouEGDvMJw4MAm2/zAgbB5c2c4ewp7dn5CyTez8GR9BpSICNyxA04/HW66SQJXk5NlBJWCAoiLg//+F156SQWioiitgqgvgm2MuRJ4Ahhprd1sjOmLCEZfU8FB4GRr7ZcR6GJYaBHsyNFshbKVlqEZ60wWF0ueS14esGE9iTdezWCyvIWxQcTggQO1V0xIELd2587w61/D9dc3ab8UpTWhRbDbDlGfrWytnWmtTbTWbnY+bwfGA08CHwBPA+PbgjBUIkuzlblRWoaUFBgypFni/dzYw7IyoGdPttObLAZSTLK3kb8wBCmWvX+/jMGck6MlbhRFaRVEpVvZGHMn8BHwtbW22n+5IxT1EV0Jm7pczL7lTXzfK22cECyObuxhcjIsWdKZYen7KM2FEpIpJtlrPQzEGWeIy7lTJx1BRVGUVkG0Wg7vQ2IIC40xbxljbjLGHBHpTinRQTALYnExZGfL1LUkKW2czZvhH/+At94KqR5icrJ4innlFco6pNSIQyDwE8OECZKM0qmTlrhRFKXVEK3i8A/A50A8UuT6r8C3xphsY8xLxpifGGP6R7SHSpsmmEAsKZGXCsQowLf8zfffyw9aR/Fqj0de/ftDXkUX0p57EMYeRZZnDMX9j4DLL4ePPoLRo0UMnnCCZCu/8grccotM1WqoKEorICrdytba3wMYYxKBicCpyPB4Y4BLgUuc5ZsR9/NHwMfWWh22QAkZ15WYnQ1ZWZCUJPNLSsTglJgoRZI1WaWNEqj8TQiWveRk2LoV8uL7knbMMWzvWE7SV/9myBOz8DzxBPgmAU6e7B1qb8EC+fz++830hRRFUUIjKsWhi7W2DHjfeWGM6YqUrjkNEYvDgIHA1cgYyx0i0U+l7eJ6CpOT5f3GjfJ51Cgtd9NmCBZTWFoK27fL0Hdu+Zt6LHuu9TA5GVaulNI2w546h1KSKEZOFo8xXoH4mV8FLf/PiqIoESCqxaE/1tq9wFxgrjHGAD8A7kXqIEari11pZlyB6IqCkhKth9hmKCyUWMKqKon5mzpV5i9fDk89JdnEZWVw111h1UX0eMToSFpvAMpIIoceeHBiDbp0gYkT4fjj4YMPvCsef3zgPurIKoqitCDtShw6SSmnIG7mE4HOgAF2AQsi2DWljeMKxJ49JTRNC2a3EfLzRRj26QMbNohrd+tWWLECli6VH7S8HN54Q8zBIYozd9zlkhLYTBpp5JFHD5IpBXLwFBXBvHlwxBGSrfzZZyIM/V3KgcSrCkRFUZqZqLaWGWMGG2N+aox5xRiTA3wL/A04Gvgf8DPgcGttH2vt5RHsqhIleDxaD7FNkZoqomvDBrEWfv21CMRVq0Q4rlwpI5gkJsKSJWHVIXQtyYmfeC2DufSo3WjVKrj4YlGRrjC8/XYYOVKmvuK1qqrOhBhFUZSmIirFoTHmOWPMVmAD8E9gEvAJUttwhLW2p7X2Umvt09bajZHsqxKdqEBsI6SkiDXuyCNh7FjJJC4uhooKsRSmpoo7eds2GQYvhHI2Lr6Va9b98xPSbp7BdvqygiPZRYZ34Xvved/ffjs89BCsWSPTI44Q8bpjh5a6URSlxYhWt/KVSILJbOBBa+3yyHZHaY/omMytHN9YvsxMSTHfu1fcu0uXSsHCXr3g7LNlXLyhQ0WkhVGo2s1oBw95FeMZ1mc27CirXRz7rLO8K8ybV3sDBw7Ab34jJW805lBRlBYiWsXhJuAw4GJgijFmMRJTuABYaqN9QGml1aACsZUSKJZv6lSvWNy7FzZtgsMOg65dpW0jrHfp6bC5Z0+4eCo8P4vcPUkkJ1TjmXgcPPaYuLIvuEBE6po1tVfeswf27ZP9uoI2Lk7mgwQ3qmhUFKUJiUpxaK0daozphSSenIq4lc8ELFBkjPkEEYofW2u/C3f7xpiLkHqJmUAPYBvwBvBHa22xX9sJwN3ABKRUzvfA/dbaVxr27ZS2RqsQiIWFUowRVExA7Vg+1xroO+5ySkrt7GRf4RjmsXPdyyUlncnLHs+oK3JZ2eEosua/ieeDZ8V6+N138PbbIkb9iY2FP/0J+vaV/cfHw5dfSjmcTp1EUF55pf6miqI0GVEpDgGstbuAF5wXxpjD8BbDPhk4F7DGmAJgISIUnwxx87cigvA3wA5gLCIAJxljjnPHczbGTAHmAC8DPwIOACOQkVuUdkREBWJhIcycKQkV1sL48Som3ESUUK2BKSmNOl4ej2jP0pwMcnIHkFa6nbxvN5JNBpAjArGoCAoKYMYMmDXLu/Ipp8Du3SJOPR6YNEnK63TpAp07i1VRx2RWFKUJiVpx6I+1dhPibv4ngDFmFCIUfwJcCJwPhCoOz7XW5vl8XuSIzOcR4fmxMcYD/Bt4wlr7S5+28xvxNZQ2TMQEYn6+CIjOneVzUZGKCTcRpYXrByZldCFvzOmwYSPEdWB15QhniSMQDxyQEVmOPhrS0mT4ncpKEYM7d4pI/O47WX7ggPyWQ4dqooqiKE1KuxGHLsaYdEQUuq8B7qJQt+EnDF2+caa9nelUIA34S4M6qkQlERGIqaliZdq4USyHKiaERloDw8W1HiYnd2YzQ0gb15e8z9YDSHJKfCXcey+ceKJYD/PyRCAWFMBPfuI9SbZtg3794JFH5LOGCSiK0sREvTj0GTLPFYPD3UXOdB3e8ZUbw0nOdK0zPQEoAEYZY9519psNPAP8wVpb1cj9KW2UFheIKSniRp44UT6rmIgYbvxhbm5n8qZdT9qBRyjZDLkduuLpsAbPz34G48ZJdrIv/vUNly+XWENFUZRmICrFoTHmDLzxhWOQeo6uGNyGCMGPgY+stTlNsL/eyDB88621S5zZvYBEJN7wPmApMqbz74CuwP81dr9K2yUiAlHFRKshPR1yB2fAxBOgWzfKPltPcckePByUZJNu3cRi6BLKMHuKoihNRFSKQ2T0E4sIwjwkM/kjJOkkqyl3ZIxJBt4EKoEf+yyKQRJP7rTW/tWZt9AY0x34hTHmbmvtvgDbuwa4Jtj++vXr12R9VyJLq8hiVlocb/ZyF9alTGBY/xJ4fylfcTQjWUNPcvAUFsIVV8Dzz0vj99+HyZODD7OnKIrShESrOJyHJH58bK1d2Vw7McbEA28Bg4CTrLU7fBY7Rcj40G+1D4DrgJHA5/7btNY+DTwdbJ+ZmZlaozGKUIHYPqnJXj4qDfankZYeQ15uee1GvpZCUEGoKEqLEZXD51lrz7XWPtrMwrAD8DoyTvPZAfa12u2O/6rOtLq5+qa0LXSovfaJxwODx3SB004j78Y/kNapmBKSySZDhtc744zQNjRiBMTEyFRRFKUJiEpx2NwYY2KAl5C4xvOstV8GaDbXmZ7pN38ysB9Y1WwdVNocEROIhYWSxRzieMFK0+LxQHKvLiSOOQxuvRWOGEVJQjo5x18E06fLkH51MWIErF0rWehr16pAVBSlSYhWt3Jz8zhSquZ+oNQZBcVlh7V2h7V2lTFmJnCvIyaXIQkpVwP3WWtLWrrTSuumxV3M/kPInX66DsnWwrjxh9CFzWWnM+rMseRsP0De03PZ9df/0KtDvpS3GTMm8AbWrav9ee1aKZr98cfN2GtFUaIdFYcN4yxneqfz8uUeZLQUgGuBncANQDqwBbjZWvto83dRaYu0qEDMz4fcXLE6FRbCsmUyT4dka1Fcgbh5c2dWlnYmrfBLqKhgZUlPcorLGPL0f/Dc3z/wbzFsmAhCXxYsUIGoKEqjUHHYAKy1A0JsdwD4rfNSlJBoMYGYnQ2vvQbV1SIOMzKgokIEhw7J1qJ4PDBqlPMbH+hLWlwhFORS2qm7lLUJ9lusWeN1LfuyYAHceCM89liL9F9RlOhCYw4VpRXS7DGIhYXwxhsiDI0Rt/LmzbBlC3z4oRRhzs5ugh0poVLzm/fuTd4l15NxwhDKRh9Ldqf+FHeqY0SbNWtkvGV//v53EYiKoihhYqzVyihticzMTLtkyZL6GypRwa5dXouha0F033s8vjFrYVBYCEuWwLvvwty5YiUsd8qoHDwoMYhdukDv3vDHP8pwbmpBbDF27YKsLEiq2gd790LXriTv3EDPTYvxTMoUE+Py5bBjB/TpAwMHyvjLM2ZIAW2Q7OXqaujbF7799tDfr7CwxceVVhRjzFJrrVbjbwOoW1lRWjF1uZhLnJSmsASim4RSXAwrV0JZmcQcWgsHDsgURCBu2QIPPgirVsHPf64iooXweGQElZKSLtC5CyxbSu5Pf0ky3+O5OwfOPBN27hRR36WLiMPMTEkiiomBzz8XYQgiLtPT4YQTvDGI/olIU6fqb6soSi3ajTg0xvQAMoEUIDZQG2vtrBbtlKKEQDCBWFIinl+PR7ReSCIxP19EwdChYj2srhZB4QpD1+JUVibTlStlJ0ccAeed16zfUxHc3zE7Wzz9o356Lis5giwG4aEEz//+Bz17QufO8hvt2ye/nWs97NAB1q+H0lI5MUBiEEeNkt/TPQf69BHro8aWKoriR9SLQ6dY9VPADILHWBqkWLWKQ6VV4grErCy5v6elyWf/Mnj1CsTUVLEW7dghKrNLF8jLg7g4cSlbKzGIrkgsKRGR8cAD8v7ww7XMTQvg/o65uZBDOmnkkUca2WQAOXgOHICiIvk9u3SR3ywuTn6jH/1IyhIdfnjtja5aBa++KsW13XMgNla2oSiK4kPUi0PgPmTM4yykcPV2ZBxkRWlT9OoloiE72+tSHjVKpjk53vyROgViSoq4EfPzxT25bx+895435tDXeuhiLaxYAb/8JYwbJ2P8apmbFiEpCfJIq/m8GqfI9Vmn4zlulAhAN+YwLk6mbhzhCSeIxdCXDz6AadO854DGHCqKEoD2IA5/BGwAxlpry+trrCitGVf4FReLQHTdzK6reeNGeV9nuRtXDGRlScPevcU6CN7sZfe9S2Wl7HDbNjFnqSuy2XHHX05e/wGbDz+jxnrIzFkUjx+GZ0Q9x//jj+XpYZUzGFNiondIvpQU/f0URQlKexCHPYAnVBgq0YIrEF0rIoRZD9FNSPj+e1i9Gs4+WxIXcnJEBMbGinDYt09iEQ8ckPUOHBALY0yMuiJbiBr38icfkFcm4QQlv/8duf/3AJ4ze+J5+Z91b2DlSnElf/CBCMNp05q/04qitHnagzjcBnSOdCcUpSnxdx0HymYOWuomP19Mj/n50nD5chEOBQUiCvfvl1FSjIGPPpKYRGPkddRR8NOfqtWphUlPF4Mtv/8dzHuHMtIo/s9beDrsh+efr3vladNqi8JzzoHFi2HiRHjnnWbtt6IobZP2IA5nAr8wxnSx1u6LdGcUpSlxxZ+vKHTfu4mqhwjE1FTJRi4pgdGjoXt3iSP89ltveZQf/hA2bRIRuGiRjLmclga/+53EuCkthvv7lZTAusX5DHPmf8XRjJy3kZ6hZqqDCMN58+T9vHnyWQWioih+tAdx+CdgNDDfGHM7sNRaWxThPilKkxKo3A0EEYgpKTB9Orz4osSheTwi+L791htv2LWr1M7bvBkSEkQcXnkljBnTMl9IqYUbf1h6bC94n5r4w5IJp4S3ocWL6/6sKIpC+xCHB52pAeYDGPcGWBtrrW0Px0OJUtxsZlcQ1pmUMnAgXH+9N2M1Px/i4+Gww7y171JT5XNqKowdqxbDCOPxwODnfkfONQfI+2wjaccPIe+G+0g+9xpYNg/PiWPrtwJOnOi1HLqfFUVR/GgPYmgxUsNQUaIe32zmevHPWPWtfVdaCv/+N2zYIMuWLJFYQxWIEcXjgZK/3kdpLpAEHH8eufvz6UlRaG7id97RmENFUeol6sWhtfbkSPdBUVqSBo237Fv/MC5OXM7ffSeZzdaKW3nXLql1qK7liOFahnNzYd3Fv2PY/m2sQ4pdD+Z7eoXiJg4kCCdOhG++gfHj1dWsKErQEUMURWnDNFggDhki5WwSEyVwsahIhOHmzTJm7403SkFsJWL06iX6vG/Wx+SRxjDWO0sMxceeEf4GJ06ETz+FigqZqqtZUdo9Kg4VRalNaqqoy+HD4bTTRDAeOCCZzOvWwX33HTpun9LipLO75n0ZSZSQJPUrw+Wbb+r+rChKuyPq3MrGmN8jMYaPW2sLnM+hYK219zVj1xSlbeDrYk5NhU8+EXdyQYFYFVetgn/9C267TdoWFupQbC2MxwMklVBSups8epBGHrnxA0gOVr6oLsaPF4uh72dFUdo1UScOgbsRcfgqUOB8DgWLjMOsKIpvssqRR0K/fmI5jI2VAX/z82X4vcGDxVpVVSXLpk5VgdhSZGeTkTGE0rJSiE+kbO6HlJQ0IKTATU7RmENFURyiURxOcqbb/D4ritIQKivh+OMlUWXrVhlBpaBARERRkSSqHH64DMGXny/rqCWx2fF4gJyNpGeLlz/t1isoWfUdxeTCoB547rsdhg6VIueVlXX/HoEE4eTJ8Nln8tu//36zfhdFUVoXUScOrbWL6vqsKEqYxMXBtm0yckqvXjBiBJx0kojC+fOl3M2XX8r8Y4+FBQvUktiCJCdD4v9dC2u/o5REmfl9Flx+OUyaBN26wTHHiJoM9feYPFnGYwaZTp6sAlFR2hFRJw4VRWliKiulCHZyMux2kiB27YLt2yWrOSYGvv8eDh6UcX6tFStVSYm4njMzI9v/KMZ1IadvWMxm+pBIKQDFeKAaPMXFUtw8OVkEe35+aOLws8/q/qwoSlSj4lBRlLpxs5erqiA9HY4+Gt5+W9yVixaJ5XD/fhl6r7xcXM5794qlMS5O4hLVethseDzgGd8FvtzMZgbioRgPJbIwPl4EvBuMmJoa2kaPP95rOQT5zTdu1FABRWknqDhUFKVu/LOX3WnXriIS8/JEOO7dKxWaO3eWmnmlpZLkoNbDZqW4GIpf/wIGHQkV8DkTGMVqPJ1j8Nx0k1h964s59Of9970xh0cfDZdcIiEEGiqgKO0CFYeKotRPoKH2vv1WrIQdOoj4iI0V13J5uVgRY2Nl6qIlb5qV5Kp9JOJhO31lRtE+GDSo4UMeujGGGzeKMOzTxzvutv5+ihLVaBFsRVHCw7UkHn00HHYYJCSI5bC6Woplx8RIjFt8vFgMBw8WYTh7toiM2bPls9IkeDxO7OGRR1JGEt0pIIceFOOheGwTjHaSmuodd/vhh2HUKB1FRVGiHBWHiqKET0qKZMJOngyjR4sQTEjwxhwmJkqWrFtQeckS8X/26eNNjFCajOJiyPnX25SRAMAXHEsO6RSTLBnkjcF9GHjmGUk80mH2FCXqUbcyYIw5DRhhrX0s0n1RlIgTqvs3JQWuvFISU7ZulSLZ+/eLeNi5U7KWFy4UQVFdDcuXy3rhJEYoIdGrl7yG8DGfcyx76cxRrJCFS/c0fgcpKbB6de15OsyeokQtajkULgMeiXQnFCXihOv+TUmBc88Vy5Ir+CorvXGH5eVSoblXL0mMOPJITWhoJnbtgo1Li9lBL1YznGWMYRlj2HWwe9PswH9YPR1mT1GiFhWHiqJ4yc8Xt2847t+UFLjlFpgxA3r2FCGYnCyvLVtEtbzzjsQiHnaYbFNjDpuNPiaHPXTjC472zrzkksZvePFiOOEE6NRJpjrMnqJELepWVhTFi2/yQWxs6O5fNy7ts8+kdE1KCgwZInURBw4Ul2R8PMydK1MtidLk5OTAunXAoPFUZXXgv1xACvuAanq9+iq88krjd6KCUFHaBSoOFUXx4l/TMBzxNnAg/O1vElsYGwurVsn7Tz6R5Vu3SrzhhRd6x2FWcdhkJCdL+CeP30enM9+ggAy6U0CyM2qKoihKqKg4VBSlNv41DcNh4EB5bdwo7uTjjvMKzc6dpWD2t99CUpKMnqI0GT17SlL4t9/Czo5D6XhgLx9zEp2YwPFDC5gc6Q4qitJm0JhDRVGaHtc9bS2kpcm8igoYM0ZiDxMT4cMPJfawsFDEpMYhNgqPB/r2hX79oPeBjRygI/3YQTp5JG5YGunuKYrShojKR3djzIwwVzmsWTqiKO0VX/f0BRfAHp9yKosWiQ+0uFjiE5ctk+SX/fuldp6OxdxgxoyRw9fr+n/za+7lfN4EwEOx1Dv84ovIdlBRlDZBVIpDYCZgw2hvwmyvKEp9+Lqn3SHcNm+WOMTKSnErjx0rwtAdp3nfPsl21mSVBlFcLIkpqbFFJFaVkEO6s8TiWarWQ0VRQiNaxeEsVOwpSuujslIEYXIylJRIHGJsLGzYIOMyd+gg1sSsLBl6T2kQSV8vZPC4FyklkSTKZKbGeCqKEiJR+W9hrb0y0n1QFCUAqakSHFdVJdPu3aX2YVUVlJXBa6/J+Mx5eTB9ughJtSCGjMfjfd+bbJIoI4NcPJRIQXJFUZQQiEpxqChKK8U3FjEuTuoefvONxCTm5opbubwc3n1XhuA780wZok8FYtikkU8piZHuBjz7LLz3Hpx1Flx1VaR7oyhKCKg4VBSlZXFjETduhKIiKYqdlyejqZSViWiMj5eROIqKtB5imJSUyKsr+8gnlSTKKCEJyMFT79pNzLPPws9+Ju/fekumKhAVpdUTdaVsjDG3GGPiG7H+UcaYs5qyT4qiBMCtfbhzp2RRJCSIKExKktjDggIRiqGO0qLg8cDQoXDUUXDkcAm7PooVDGUTnglHtHyH3ntPpp071/6sKEqrJurEIfBHIMsY8ytjTO9QVjDCZGPMHOAbYHSz9lBRop1QahempIjL+LLLYPhwKdLXpQv07i3F+o44QuohKmFRXCz1x/nnPykffCS74vqx66hzKP4gAmVsznKes4uKan9WFKVVE41u5VHAX4EHgD8YYz4HPgWWANlAIRAPdAeGAROAU4EMYA9wPfDPlu+2okQJhYUwe7YkmdQ3hnJKCpx7bu2Yw/37ZRobC9XVkrncpUv4w/m1c9LTYfu998G1/4VlS0V0F+1s2U64LmSNOVSUNkXUiUNr7QbgHGPMccAvgAuBiQQubWOc6XrgQeDf1triFumookQr+fkiDPv0gR076o8ZdC2I+fkiChctgu+/F8HYpQssXiwisaxMMpjdmolKnSQnAz/5MSUV1SQDFBeBMTJqTUty1VUqChWljRF14tDFWvs58Lkx5jrgROAEoB9iMSwHdgPfAQuttasj1lFFiTbcofN27JBpKDGDbpJKYaGMmDJoEGRkwPHHS9Hs77+H7GwRjDfdpAKxDjweb0mbhIoCkimlF9neBjpSiqIo9RC14tDFsQTOc16KojQ3vuVqwnUF+68L8NlnIgwLCuTzv/4lQ/LpMHsBKS6WF0BqQjlZ5SKkPRRLvUMdKUVRlHqIenGoKEoE8B06r7HrTp/uHZu5WzdYtUrUz6BBWgMxAK7VsLgYeP8Dkk4c65SycZaPi0DWsqIobYpozFZWFCWaGDhQXMnusHs5OVBaCkuWSLKKcggejwxRPXgwsHQ5yUcNoxfZYjlUFEWph6i3HBpjnguhWTVQBKwF3rHWZtfTXlGUlmTgQLj+eliwQGIZO3WSrGYlIK5rucTRgln7ewE9xbX85Zcad6goSp1EvTgErsSbqWwCLLd+8w8aY35rrX2ouTumKEoYpKTApEmwdavUzRs6VExjhYUNi2+MYnzHWM7NhaT1y2q7ljXuUFGUOmgP4nAw8BckW/lvSM3DXCAdKXFzE7AY+BMwBvgd8CdjzAZr7ZsR6K+itC/CEXe+ZW/chJVQayq2M3yzlnOGj4BVn3uzlsdNUFGtKEpQ2oM4/CEiAsdYa30rwK4HPjHGzAKWA4uttX8zxvwPcS9fD6g4VJTmJJyC2S6+CSsbN4ZXU7EdUcu1/PzzrL7kdpI3viiu5Z49VVQrihKU9pCQcg0w208Y1mCt3Q7Mdtq5n98BjmqxHipKe8W3YHZVlXwOh4bUVGwnuJbD5GTJ30ns2YUSkijGQ/GcD+Gf/2z4cVcUJappD5bDAcC+etrsBXyr6m4BGVRAUZRmpLHiLlBdxI0b1VXqR1ISlC1fTi49SGazzFy2TEW1oigBaQ+Ww3zg9HranIGMq+zSlToEpTHmImPM68aYrcaYcmPMemPMA8YYTx3r/NMYY40xL4bTeUWJalxxd9ppDXdtpqTAkCHyfvZsmD9fpoWFTdvXNkxyMjB2LPn4icB//rN1u5Q/+QT+9CeZKorSYrQHcfg6cJQx5kVjTD/fBcaYfsaYl5BElNd8Fo0DNtaxzVuBKuA3wJnAk8DPgA+NMYccU2ec58uQcjmKovjiirvGCpTGuqijEF/Xctkv7ySRcq9rmWRYs6Z1C8MZM+CJJ2SqAlFRWoz2IA5/jySc/AjIMsZsMcZ8ZYzZAmQBlwLfOu0wxvQEDgIv1LHNc621F1trX7LWLrLW/g24ETgGONm3oTGmA/A0cD+gpgxFaS4CuagLC8XNrFZE8RwfPpxcenhnxrXiyKLPP4fqaujfX6affx7pHilKuyHqxaG1tgg4DrgL2Ar0A8Y7063A3cBxTjustdnW2uOstU/Vsc28ALO/caa9/ebfBsQi5XQURWku/F3UoG5mH9LTgUcfJb9DL+/M8nIpiN0aOe44iImRupYxMfJZUZQWoRU/NjYd1toK4D7gPicusDNQZK0tbsLdnORM17ozjDGDgd8CU6y1B4wJVINbUZQmo64yN1lZ0KVLu0tW8S2IXVYGiVUlbaMg9oknwqxZYjE87jj5DFqfUVFagHYhDn1xBGFTikKMMb2Be4H51tolPoueAt6w1i4IY1vX4JTVCUS/fv2CLVKU6CccYeDrZt6/HxYvhvj4dl3XLzUVyoYMJXd9kTdredy4yHaqLk480SsKoWF1MRVFCZt2Iw6NMYnABcBYvNnIy4A51trSRmw3GSmWXQn82Gf+dMR9PSyc7Vlrn0ZiFAOSmZlpgy1TlKgmXGHgW+Zm3z745pt2Xyw7PR02P/oo+TfcTvrG3Xia9jm5+fFNOmrHv6OiNDftQhwaY84Gnge6UXscZQs8Yoz5sbX2nQZsNx54CxgEnGSt3eHMTwb+CjwI7DfGdHVWiQE6OJ9LrbUHG/aNFKUd0hBh4LqZCwvrrusX5a7KQ1zLMRVOzcNS+HIVnmOPhS++iFwHQ0WLnitKixD14tAYcxTwBpIU8hLwMZAN9AROQbKVXzPGHG+tDTn4xslCfh04GjjNWrvSZ3EqkAb80Xn50he4GDgfmNuAr6Qo7ZPGCAP/Ytm+ArCduSpTU6Fs4wbySWWw61purXGH/tT1OyqK0mREvTgE7kQshBOttV/6LZtpjHkcWIjULLwwlA06tQxfAk5Fkk38t5sDTAqw6ivASqSszapQv4CiKDReGPgmq/jSjlyVJSUy3TMwE7I2ksVA0tkNY/oRtIJ/ayPY76goSpPRHsThRGRsZX8BB4C19itjzGvA5DC2+TgwFRF5pcaYCT7Ldjju5YX+Kxlj9gO51tpDlimKEgKBhEFjXcLtxFXpupaTkyH/oftI/PVNJG3KInn0MPjo7ch2TlGUVkV7EIddgO31tNmGlLcJlbOc6Z3Oy5d7kNqJiqI0N03hEm6HrsrUVCh79FEJfsmIdG8URWlttAdxuAuJC6yLTCQOMSSstQMa0pGGrqcoShCayiXcTlyVrvUwPR1Wr4YMRxgWF9derihK+6Y9iMN3geuMMXcAD1lrq9wFTuzg/wGnITUJFUVpSzSnSzhKM5jd8ZZdevUK3lZRlPaJsTa6y+YZYzKApYjzZBuwGLESZgAnAAOQBJJMa23I1sNIkZmZaZcsWVJ/Q0VpLzSHiGsHGczFxfJScai0FMaYpdbazEj3Q6mf9jC2cg5wPDAf6A9MR8Y7vhwY6Mw/oS0IQ0VRApCSAkOGHCreNm+GDz+Uabj4uqurquRzlOFvQWTiRBlBZuLEiPVJUZTWQXtwK2Ot3QJMdoa5G4skqewDlltrd0ayb4qiNAObN8PvfgeVlRAXB/fdBwMHhr6+v7s6Lk7Gao5CFzMggvDTT+X9p5/K58WLI9YvRVEiS7sQhy6OEFQxqCjRzqZNIgyHDBFRt2mTiMNQXdC+GcxxcWKBjGIXM998U/dnRVHaFVHvVlYUpR1y2GFea19cnHx24wjnz5dpYWHd23Dd1ZWVUe9iZvz4uj8ritKuiDrLoTHmuQauaq21VzVpZxRFiQwDB4oredMmEYYDB4pQrKqCrl1h/XrIyoLMEGLj20OR7MWLxZX8zTciDNWlrCjtmqgTh8CVDVzPAioOFSVaGDiwdpxhairs3w9vvCHTDh1g8OD6XcTtpUi2KwiNkRdAtFWzWLFCXmPGyEtRlIBEozgMI+pcUZR2Q0oKjB4NH38MaWlSBTor61AXaiBB1E6KZNeIQt/P0SIQV6yAa6/1Jin9858qEBUlCFEnDq21WyPdB0VRWimdO8urUyeoqAgcWxdNgkjxsmKFCMPDDpNwA9eCqCjKIWhCiqIo7YfBgyXOMD09tHhDJXoYM0Yshps2yVSFoaIEJepHSIk2dIQURWkkvuVsunUL3KY9/y/6upaj7ThozGFE0RFS2g5R51ZWFEWpE9/4QWsPjbOzFnr0gLw8iU3cvbvl+xhJok0Q+qKiUFFCQsWhoijRQWEhfPKJlKnp3Rt69pT5xcVSwmbsWClj45917C+GXGEIMo2NhXXr6s9Ubo4xnhVFUSKAikNFUdo+hYXw17/Cc8/Bnj1w8KC3JIu1koBijMSaeTxS3Pruu+HEEw/dlisMXaqr4ZJLYPp0qQUYqPyNW2A7mkdRURSl3aAJKYqitH3y82HDBti3T7KQq6tFqLmjm5SVQWmpLN+xAxYsgNNOg8ceC237GzfCkiUwb17g0VXy86N/FBVFUdoNKg4VRWn7pKZC9+5w4EDo6xw8CDfdBDfeWHt+ly6Htu3bVyyQQ4cGFn/tYRQVRVHaDZqt3MbQbGVFCcLmzfCzn8H774e/bseOMGsWTJsmn7t2FSsjwPnnw29+U7sm4owZ8PzztbehMYeKUieardx2UHHYxlBxqCh1UFgITzwBf/4zFBWFv/6xx8r6SUm1RZ5/RjPAlCnwzjuN66+itCNUHLYd1K2sKEr0kJICd94ptez69g1//S++kKzmqVPFWrh5c/C2770n2dGKoihRhmYrK4oSfQwcCN9+K9nFq1eHv/6338LKlbBzJzz6aOA2nTrBq69CYmLgDGZFUZQ2iloOFUWJTlJSYPFi+OgjePhhKV8TDtXV8OGHcM898P33tZclJEB5ubigx48XF/Qf/3hoFrOiKEobRGMO2xgac6goDaSwEJYvlzjBV1+FXbvqXycuDsaNgwkT4MorpTTOsmVw7bWB2591Fjz+uFguFUWphcYcth1UHLYxVBwqShNQWAhZWXD//fDmm8GHjOvSBYYNk2H0Dh6UrOZPPvFmMvvTqRP8+MdiRVQ3s6LUQsVh20FjDhVFaVucc44Uo3b59a9FlI0ZA/37ywgnhx1Wt/UuJQUyM2HOHBGK774L//mPDL1XViZu4z17YO9eGTpv8GCxNC5eLMuDUVEhyTBZWbJ9RVGUNohaDtsYajlU2jX+wtClUyex8qWmwuGHSyHqn/1M3MJffilu5GXLvO03bAhcj9AdBu/++2Hbtob386qr4JlnGr6+okQhajlsO6jlUFGUtsPixYHnx8SI27ekRATft9/C00/Dp59CTo6MauLL0KFw771w7rkSRwgywsqmTVBcLFnKjeHZZyVL+osvGrcdRVGUCKDiUFGUtsPEiYEth9XV0KEDJCfD9u0iFuPjxc3rLwxdli+Hzz+Xgtcg63g88NxzTdPXL7+UoflCHb9ZURSllaDiUFGUtsM779Qfc/j997B2LZSWyvzY2MACMSFBLI0dO0pCyubN8NVXTdvf2bNVHCqK0uZQcagoStuiviHrxozxjnN85pmBYw7vvVemBw/CgQPyvrS06fuakyPi9JZbZEg/RVGUNoAmpLQxNCFFUZoAVzzGxUlWMkiG8SWXNO9+MzLgppvgjjuadz+K0grRhJS2g4rDNoaKQ0VpRj75BE46qfn3c8IJwZNrFCVKUXHYdtDh8xRFUVxOPFHiD91XKMTGhr+fTz+F228Pfz1FUZQWQMWhoihKMHyForVS7saXrl2hX7+GbTtQ1rWiKEorQMWhoihKqOTn1xaLy5bBww/D6aeHv63t2+Evf5EsaUVRlFaEikNFUZSGMnAgXHABfPABPPqoFNdOSAht3eJi+NWv4LLLZMg9RVGUVoKKQ0VRlKbgxhu9YzO/8463uHZdVFfDli0wc6ZkUCvRRWEhbNyov63S5lBxqCiK0tRMmSIFtq2VotxpaYHbWSvLuncXl7USPbjjdM+fL1MViEobQotgK4qiNCcDB8Lu3d7Pr74Kzz8vo7YkJ0vR7vR0SE2NWBeVZiA/X37jPn1gxw75nJIS6V4pSkioOFQURWlJpk2TF3iLcaemqnCINlJTpczRjh0yVfGvtCFUHCqKokSKlBQVhdFKSgpMnariX2mTqDhUFEVRlOZAxb/SRtGEFEVRFEVRFKUGFYeKoiiKoihKDSoOFUVRFEVRlBpUHCqKoiiKoig1qDhUFEVRFEVRalBxqCiKoiiKotSg4lBRFEVRFEWpQcWhoiiKoiiKUoOKQ0VRFEVRFKUGHSElCikqKmL37t0cPHgw0l1RlCYhLi6O+Ph40tLSiI+Pj3R3FEVRohoVh1FGUVERubm59O7dm4SEBIwxke6SojQKay2VlZWUlJSwbds20tPT6dKlS6S7pSiKErWoW7kBGGMuMsa8bozZaowpN8asN8Y8YIzx+LQ51RjzojEmy2mTZYx50hjTozn7tnv3bnr37k1iYqIKQyUqMMbQoUMHUlJS6NOnD3v27Il0lxRFUaIatRw2jFuBbcBvgB3AWOBuYJIx5jhrbTVwHZAM/AH4HhgC3ANMNsYcaa0taY6OHTx4kISEhObYtKJEnISEBCoqKiLdDUVRlKhGLYcN41xr7cXW2pestYustX8DbgSOAU522vzcWnuWtfbfTptngEuBgcDFzdm5tm4xnDlzJsaYmldsbCy9e/fm4osvZv369XW29Xg8jB49mn/84x9UVlbWalteXk6XLl0wxvDtt98G3HdRURF33XUXI0aMICkpiZSUFEaNGsW1117L7t27a9pVVFTwyCOPMHr0aDweD507d2bYsGFcccUVbNy4sc7vd/fdd0fsN1q4cCHGGObPnx+R/TeWtn5uK4qitAXUctgArLV5AWZ/40x7h9pGqZvZs2fTp08fqqqqyMrK4r777uPUU09l9erVh8ScuW2LioqYPXs2N9xwA7t37+bee++tafPGG29QVFQEwKxZs/jLX/5SaxtVVVWcdtppbNmyhV/96leMGTOG0tJSVq1axX/+8x927dpFjx4SFXDppZfywQcfcPvttzNhwgSqqqpYu3Yts2fPZs2aNQwZMiTo97r66qs588wzm+owKYqiKErTYq3VVxO8EDeyBTLraHOm0+aihu5n3Lhxti7WrFlT5/K2wL///W8L2I0bN9aa/+GHH1rAvvvuu/W2Pfnkk63H46k17/TTT7fdunWzxxxzjE1PT7eVlZW1ln/00UcWsHPnzg3Yr6qqKmuttVlZWRawf/vb3+ps1xpZsGCBBeyHH34Y9rqVlZX24MGDzdCr8IiGc1xR2iPAEtsK7tf6qv+lbuUmwBjTG7gXmG+tXRKkjQf4G7AWmFvHtq4xxiwJ9srLC2SQbB907twZIKQSPePHj6e4uLjGFbxz504++ugjLrnkEq6++mpyc3N5//33a61TUFAAQEZGRsBtxsTEhNUuGIHcyo8++ijDhw8nISGBlJQUMjMzmTNnTs1yay2PPPIIhx9+OB07dqRnz55cf/31NZZQl8rKSh588EFGjBhRU/rlzDPPZN26dbXalZWVcf3115OamkpaWhrTp09n7969tdoYY7jzzjv505/+xMCBA+nYsSMrV64E4MUXX2T06NHEx8eTmprK5ZdfTnZ2dq31BwwYwPTp03nllVcYPnw4SUlJZGZm8umnnx5yTBYtWsSpp56Kx+MhKSmJyZMns2rVqjqPo6IoitI8qDhsJMaYZOBNoBL4cZA2ccB/EHfyJdbaykDtAKy1T1trM4O90tLSmuNrHEphIWzcKNMIUVVVRWVlJRUVFaxdu5bf/OY39OjRg5NPPrnedTdv3kxsbCzJyckAvPDCC1RXVzNjxgwuvvhi4uPjef7552utc9RRRxEXF8e1117LnDlzKAzy3YcNG0bnzp254447ePHFF8nNzW3U93zppZe45ZZbuPTSS3n33Xd56aWXuOiii2pEKMCdd97JzTffzOmnn87bb7/N7bffzsyZM5kyZQrV1dU17S655BLuvPNOzj77bObOncu//vUvRowYcYhwu+mmmzDG8PLLL/P73/+e119/nZtuuumQvs2cOZN58+bx8MMPM2/ePHr16sXTTz/N5ZdfzvDhw3njjTf405/+xPvvv89JJ51ESUntPKvFixfzl7/8hfvuu49XX32VqqoqzjnnnFpCdN68eZx66qkkJyfz4osv8vLLL1NcXMzEiRPZvn17o46toiiK0gAibbpsyy8gHvgYKABGBWkTA7wE7AdObew+W8StXFBg7T//ae0TT8i0oKDx2wwD11Xs/+rVq5f9+uuvA7Zdt26dPXjwoC0oKLBPPfWUjYmJseedd15Nu+HDh9vDDz+85vMll1xiO3XqZAsLC2tt71//+pdNSkqygDXG2BEjRthbb73V7ty5s1a7t956y6amptb0bdCgQfYXv/iFXbt2bb3f76677rJy6Qm/+MUv7NixY4O237Nnj+3UqZO94ooras1/4YUXLGDffPNNa63XLf7oo48G3ZbrVp4xY0at+b/4xS9sp06dbHV1dc08wPbs2dOWlZXVzKusrLQ9evSwJ598cq31Fy9efMi++/fvb7t27WoLfM6fb775xgL2pZdeqpk3ePBge8opp9Ta3r59+2z37t3tTTfddMh3ULeyorRNULdym3mp5bCBGGM6AK8DRwNnW2tXBmn6FDANsRh+1FL9axT5+VBVBX36yDQ/PyLdmDNnDt988w1ff/01c+fOZcSIEZx99tmsXbv2kLbDhg2jQ4cOdOvWjZ///OdcdtllPPfccwB8/fXXrF27lssvv7ym/RVXXEFFRQX//e9/a23n6quvZvv27bz44otcc801VFdX8/DDDzNy5EhWr15d0+7cc89ly5YtvPHGG9xwww107dqVJ554grFjx4adCTx+/HhWrFjBDTfcwPz58ykrK6u1/Msvv6SiooLp06fXmn/JJZcQFxfHokWLAPjggw8wxvDTn/603n1OmTKl1udRo0ZRUVFxiBX0zDPPrFUaaf369ezevZvLLrusVrsTTjiB/v371/TF5dhjjyUlJaXWfgC2bdsGwMaNG8nKyuKyyy6jsrKy5pWYmMixxx7LJ598Uu93URRFUZoWFYcNwBjjWgNPBc6z1n4ZpN1fgKuBH1tr57ZcDxtJairExsKOHTJNTY1IN4444ggyMzMZP3485513Hm+99RbWWu6+++5D2rpCct26dZSWljJr1iy6desGUOM+Pvfcc9m7dy979+5l/PjxpKWlHeJaBkhJSeGyyy7jqaeeYu3atcydO7emxI0vSUlJnH/++Tz22GMsXbqUzz//nNjYWO64446wvueMGTN48skn+eqrr5g8eTLdunXjggsuYMuWLYA3xrFnz5611ouLi6N79+41y/fs2UO3bt1CqnPpHhuXTp06AbB///5a8/33GawvIDGYvq7wUPbjxoReddVVdOjQodbrnXfe0YLXiqIoEUBL2TSMx4GpwP1AqTFmgs+yHdbaHcaYXwE3A88BG/3a5Flrs1quu2GSkgJTp4rFMDVVPrcCEhISGDRoEN99990hy4444ggOO+ywQ+YfOHCAV155BYDRo0cfsjwvL49NmzYFXNflvPPOY/To0axZs6bO/k2YMIEzzjiD//3vf/V9lVoYY7j22mu59tprKSws5IMPPuCWW25h2rRpfPXVVzUCKycnh5EjR9asV1lZyZ49e+jevTsAqampFBQUUF5e3mSF0P0TZ3z74k9OTg6ZmZlhbd/t+wMPPMBpp512yPKOHTuGtT1FURSl8ajlsGGc5UzvBL7we13t1+YnAdr8rsV62lBSUmDIkFYjDEEybLOysggnKeftt9+moKCAu+66iwULFtR6uaJx1qxZAOTn5x9iOQMoLS1l+/btNday4uLiQ7KEQRJoNm7cGNCqFiopKSlMmzaNiy++uCZbd8KECXTq1Kmmvy6vvvoqlZWVnHTSSQCcccYZWGt55plnGrz/+jj88MNJT08/pC+ff/45W7durelLONsbMGAAq1evJjMz85DXkUce2ZTdVxRFUUJALYcNwFo7IIQ2Jzd/T6KbFStWkJ+fj7WW7Oxs/vGPf1BQUMANN9wQ8jaef/55kpOTufXWW2syl3155JFHmDVrFvfccw8LFy7kZz/7GVdeeSUTJ06ka9eubN26lb///e8UFBRw8803AxJ3N2nSJC6//HJOPfVUevToQXZ2Ns888wyrVq3iiSeeCOt7XnPNNXg8Ho499lh69OjBhg0beOGFFzjjjDMAsdbdfPPNPPDAAyQlJdXEXf72t7/lhBNOqIkfnDRpEhdeeCE333wz27dv55RTTuHgwYN88sknTJkyJaQs7/qIjY3l3nvv5dprr2X69OlMnz6dnTt3cueddzJkyBB+/OOACftBMcbw+OOPc95553HgwAEuvvhiUlNTyc3N5fPPP6dfv341x11RFEVpGVQcKq2WqVOn1rxPS0vjiCOO4H//+x+TJ08Oaf28vDzee+89ZsyYEVAYgsS6XXPNNSxatIgJEyZw9dVX8/HHH/P8889TWFhI165dGT9+PB9++CGnnHIKAIcddhi33XYb8+fPZ86cOeTn55OcnMyYMWOYPXs2F110UVjf8/jjj+ff//43L7zwAvv27aNXr15Mnz6de+65p6bN/fffT1paGk899RRPPPEE3bt3Z8aMGTzwwAO16iq+8sorPPjggzz//PP87W9/o0uXLowfP56rr7460K4bxDXXXENiYiIPPfQQ5513HsnJyZx99tn8+c9/Dnqc6+Lss8/mk08+4f777+fqq6+mvLycjIwMJkyYwLRp05qs34qiKEpoGMkuV9oKmZmZdsmSgHW2AVi7di3Dhw9vwR4pSsui57iitE2MMUutteEFJisRQWMOFUVRFEVRlBpUHCqKoiiKoig1qDhUFEVRFEVRalBxqCiKoiiKotSg4lBRFEVRFEWpQcWhoiiKoiiKUoOKQ0VRFEVRFKUGFYeKoiiKoihKDSoOFUVRFEVRlBpUHCqKoiiKoig1qDhUWh0zZ87EGIMxhg0bNhyyfOHChTXL58+fD8Ddd9+NMYbKysqadkVFRdx1112MGDGCpKQkUlJSGDVqFNdeey27d++utZ26XldeeWWDv8uOHTu44YYbOPbYY0lMTMQYw5YtWxq8PUVRFEVpbuIi3QFFCYbH4+GFF17gvvvuqzV/1qxZeDweiouLg65bVVXFaaedxpYtW/jVr37FmDFjKC0tZdWqVfznP/9h165dHHXUUXzxxRc162RnZ3PBBRfw61//mh/84Ac189PS0hr8HTZt2sR///tfxo0bx8SJE/nggw8avC1FURRFaQlUHCqtlgsuuIAXX3yRe++9F2MMAOXl5bz++utceOGFzJw5M+i6ixYt4ptvvmHu3Lmcd955NfN/8IMf8Jvf/Ibq6mpiYmKYMGFCzTLXojdo0KBa8xvDiSeeSG5uLgDPPPOMikNFURSl1aNuZSUodRjmWoTLL7+crVu38umnn9bMmzNnDlVVVVx44YV1rltQUABARkZGwOUxMeGd+meffTbjxo07ZH52djZxcXH87W9/a5L9KIqiKEqk0TuXEpRIi8P+/ftz4okn8sILL9TMmzVrFueffz7Jycl1rnvUUUcRFxfHtddey5w5cygsLGxUX2bMmMGyZctYs2ZNrfkvv/wyAJdeemmjtq8oiqIorQUVh0qrZsaMGcyePZv9+/eTnZ3N/PnzmTFjRr3rDRo0iCeffJJNmzZxwQUX0L17d0aOHMltt93Grl27wu7HeeedR+fOnWsJVYAXXniBM844g/T09LC3qSiKoiitERWHSi2Ki2HXLnmB932krIhTp06loqKCt99+m5deeomMjAxOPfXUkNa9+uqr2b59Oy+++CLXXHMN1dXVPPzww4wcOZLVq1eH1Y+EhAQuvPBCXnrpJay1AKxcuZJvv/02JLGqKIqiKG0FFYdKLTwe6NVLXuB97/FEqj8efvjDH/LCCy8wa9YsLrvssrDi+FJSUrjssst46qmnWLt2LXPnzq0pcRMuM2bMYPv27SxcuBAQq6HH46mV8KIoiqIobR0Vh0qrZ8aMGcybN4+VK1c22kp33nnnMXr06ENiB0PhpJNOol+/frz44otUV1fzn//8h4suuoiEhIRG9UlRFKXVUVgIGzfKVGl3aCkbJSiRshb6c/rpp3PxxRfTtWtXRo4cGdI6+fn5JCcnEx8fX2t+aWkp27dv58gjjwy7H8YYLrvsMh5//HHOP/98duzYoS5lRVGij8JCmD0bqqogNhamToWUlEj3SmlB1HKoBKW1iMPY2Fj+85//8OSTT4a8zsKFC+nbty+33XYbb731Fp988gkvvPACkyZNoqCggJtvvrlBfZkxYwZFRUVcd9119O3bl5NOOqlm2axZs4iLi2PRokW11nnttdd47bXXWLp0KQDvvfcer7322iHtFEVRWgX5+SIM+/SRaX5+pHuktDBqOVSikgkTJnD11Vfz8ccf8/zzz1NYWEjXrl0ZP348H374IaecckqDtjts2DAyMzNZsmQJv/71r2uKcwNUV1dTVVVVk7DiMnXq1Fqff/7znwPipnbjFxVFUVoNqaliMdyxQ6apqZHukdLCGP8bmdK6yczMtEuWLAm6fO3atQwfPrwFe6QoLYue44rSAhQWisUwNbXJXMrGmKXW2swm2ZjSrKjlUFEURVGU2qSkaJxhO0ZjDqMQtQYr0Yqe24qiKM2PisMoo0OHDpSXl0e6G4rSLJSXl9OpU6dId0NRFCWqUXEYZfTo0YOdO3dSVlamVhYlKrDWcvDgQQoKCtixYwfdu3ePdJcURVGiGo05jDI6d+4MwK5duzh48GCEe6MoTUNcXBzx8fH069fvkNqViqIoStOi4jAK6dy5c41IVBRFURRFCQd1KyuKoiiKoig1qDhUFEVRFEVRalBxqCiKoiiKotSg4lBRFEVRFEWpQcWhoiiKoiiKUoOKQ0VRFEVRFKUGo4WS2xbGmDxga6T7EQapQH6kO9FG0WPXcPTYNQw9bg1Hj1399LfWpkW6E0r9qDhUmhVjzBJrbWak+9EW0WPXcPTYNQw9bg1Hj50STahbWVEURVEURalBxaGiKIqiKIpSg4pDRVEURVEUpQYVh4qiKIqiKEoNKg4VRVEURVGUGlQcKoqiKIqiKDWoOFSam6cj3YE2jB67hqPHrmHocWs4euyUqEHrHCqKoiiKoig1qOVQURRFURRFqUHFoaIoiqIoilKDikMlbIwxJxtjbIDX3hDWjTfGPGSMyTbGlBtjvjDGnNgC3W6VGGP+5xy7P4TQNtAxt8aYMS3Q1VZHmMeu3Z53xpjJxpiPjTE5xpgKY8wOY8x/jTEjQli3XZ9zjTx27facU9o+cZHugNKmuRH4xudzZQjrPAtMAW4Dvgd+AbxvjDnWWruiyXvYijHGXAqMDnO1mcA//eZtaJIOtSEacOza83nXDVgKPAHkAf2AO4AvjTGjrLVb61l/Ju33nGvMsWvP55zS1rHW6ktfYb2AkwELnBbmeqOd9X7sMy8OWA+8Fenv1cLHsCuQA1zqHJM/hLBOSO2i/RXusdPzLuAxOdw5JrfU007PuQYcOz3n9NXWX+pWVlqSHwAHgVfdGdbaSuAVYLIxplOkOhYB/gysttb+J9IdaYOEe+z0vDuUPc70YER70TYJ5djpOae0aVQcKo3hJWNMlTFmjzHmZWNMv3rajwQ2W2vL/OavBjoChzVLL1sZxpgTgBnAzxuw+s+c2KcyJxZqYhN3r1XTwGOn5x1gjIk1xnQ0xgxB3MQ5iFipj3Z9zkGDjp2ec0qbRmMOlYawD/gLsAgoAsYCvwG+MMaMtdbuDrJeN6AwwPwCn+VRjTGmA3Jzedhauz7M1V8E3gF2Af2RWKaPjTGnW2sXNmlHWyGNOHbt/rxz+AoY57zfBJxSx7Xq0q7POR/CPXZ6ziltGhWHSthYa5cDy31mLTLGfAJ8jSSp/DbIqgaJwwk0v73wKyABuD/cFa21l/t8XGyMeRNYBfwBOKFputeqaeix0/NOuBzoDAwCbgU+NMacYK3dEmwFPedqCPfY6TmntGnUraw0CdbaZUgG4/g6mhUQ+Ik5xWd51OK43e8Efgd0MsZ0NcZ0dRa7n2ND3Z61thiYR93HPCpo5LFr1+edi7V2rbX2KydW81QgGcm8DWcb7eac86UBx07POaVNo+JQaUqCPS27rAYGGmMS/eaPAA4g7ppoZhAQj7jqCn1eINaIQmBUmNus75hHC405du39vDsEa+1e5Hs3JPatvZxz/9/enQfJUdZhHP8+hkQOZSlEQUhBghii4QiHCBbhEBLAAoGyQJBI5JAilgSQAKagyiqMBK8CNSmBEiuAIAghcqjgwWk0YoBFA+E0YIggZ0AwEAI//3h7Ju1sz2zv7O7M7ub5VE317tvv9Pv2O727v33fft8uVLLtfM3ZoObg0PqEpF2BMaR7c+q5CRgOHJF73zrA54HfRsRb/VrJ9usE9i14QQp69qUHfzQkbUhaR61Rmw8VnTTfdmv7ddeFpE2BscCTPXzf2nTNFSrZdr7mbFDzPYfWY5KuApYC9wMrSBNSZgDLgR9lebYi/fI8LyLOA4iITknXAhdlkwuWAlOB0cAxLT6Nlst6HO6sTZcE8HTlBv+itpM0nbS+2h2smRwwHdgMt13DtlvbrztJ80k/q38jTSAbA5xOWrT++1keX3MFmm27tf2as8HPwaE1YzFpAeJTgPVJyzrcAHwjIl7M8ggYRtfe6eNIEwpmkhYzfhA4MLtn0ZKitnsUODx7dZD+UC0AToiIe1tew4HL111XC4EjgTNIy6gsIwXas3ITKnzNFWu27WDtvuZskFPEWnvriJmZmZnV8D2HZmZmZlbl4NDMzMzMqhwcmpmZmVmVg0MzMzMzq3JwaGZmZmZVDg7NzMzMrMrBoZmZmZlVOTg0MzMzsyoHh2aDnKRRkkLS3DbW4QpJz0vaoF11KGMgtFVf6Kvz6MPj7JId54TeHMfMBgYHh2bWK5J2BSYDF0TEG7n0F7KAoezr5PadRd+qnFOdfdtIejLLc36r69YfIuI+4JfATEnva3N1zKyX/GxlM+ut80nP3f1xJSHrQZxTk28d4BxgFTCr4Di39lcFc5YDHwNebUFZXUjaBfg1sAlwSkTMbkc9cvqyPWYBfwGmka4JMxuk/Gxls0FO0ihgKXB5RHypxWWPAR4BfhIRJ3WTd0egE7gvInZtQfXaptJrGBHKpe0PzAdGAJMj4rpeHH8UbfrMG5G0BFgf2Doi3ml3fcysOR5WNhvCJB0p6W5Jr0paKenvkmZIem9BXkk6VdLDkt6UtFzSbEkdkp6S9FRBEccDAq4tUZ1KQHhf82fUO/XuscunZ19fI+nFrB0WSTq4l+UeBfwKeBc4sF5gKOmTkq6X9JykVZKWSbpE0uYlytgjO4cbGuRZIuktSRtn33dpj162xTXAlsD+3dXXzAYuB4dmQ1R2P9u1pGHDq4HZpEDufOA2ScNr3jIHuAjoAC4Ffg5MAn4H1Oat2B94B1hYokq7ZNtFpU+i9bYC7gVGAVeS2m874EZJ+zZzQEmnktr/ZWDviLijTr7jgAXAQcAdpM9iEXAisEjSlo3KiYg/A48CB0v6QMHxdwPGAjdHxMslqt5MWyzIthNLHN/MBigHh2ZDkKQ9gBnAMmD7iJgaEWcC44FbgL2BM3P5JwBTgceAcRExLSKmk4KBN4EuPVfZfYXjgSX5iSgNVILDtvUclrAPMCcido+I0yNiCnAo6XflmQ3fWUDSLFKQ9wTwqYjorJNvDHAJ8BQwJiKOjoizIuJwUqC1KfCDEkVeTgrkjy7YNyWXp4x96Hlb/DXb7lWyDDMbgBwcmg1Nx2fbmRHxXCUxIlYDZ5CGN0/M5a8EDt+KiBW5/KtIQWaRLYBhwLPdVUbSOsAOpMkoi8udQsPjfVnSPyStlnRJvbQmPA3MzCdExG3AP4Hdmjje14G3SUPJSxvkm0oK6k6NiOU15d8O3AQcIun93ZR3JemznZJPlDQCOAp4HvhNybr3uC0i4lXSPxMNeznNbGDzbGWzoWnnbHt77Y6IeEzSM8BoSRtlweBO2e4/FhxrIbC6IL0ydPlKifqMA9YlTUZZVSJ/XZLGkmZGH5HV7T9FaU0evrPORIplwB5NHO824ADgakkH5gPvGpVj7y3pEwX7P0QKxMfQoOc1Ip6R9AdgoqSPR8TD2a5DgI2BC7N/EMpoti1eJvV0mtkg5eDQbGjqyLb1evWeJfXudAArcvn/XZsxIt6R9FLBMVZm23VL1KcvJ6N8FlgcEfMrCZK6pDVpRZ301TQ30nIo8AtSnW+XNCkiXizIVwm0uxu6LrOG4FzSUPQU4OwsradDytB8W6zHmmvDzAYhDyubDU2Vdes2q7P/wzX5Xsu2XXp8JA1jTfCS93y2LdpXq9RkFElbKD1t5SVJKyTNk7Rpbv9jwLeBHbMZtfOL0krUpyUi4i3gc6QAcSfgTklFn0nlc+iICDV43VWi2Pmkz3OypGGSPkia5PJgRDzYB6dVl6T3ABux5tows0HIwaHZ0PRAtt2ndoekbYCRwNLcMGcl/54Fx9qd4lGGZ4EXgG1L1KfbySiSRgP3kxZm3pNU902Ai3PZ9iRNmjmXFOBOqZM2YGTDuF8g9dqNA+6SNLImW2W294Q+KG8lKRjdnDSb/BjS59eTXsNmbUuaEd/ZgrLMrJ84ODQbmn6abc/Neo6Aai/g90g/+5fl8l+Rbc+R1JHLP4I6T7uItIL+3cAmWcBZqAeTUS4GLouIGRGxJJvZ+01gv1ye14CtgQUR8VxEvFYnbUDJ7t07jjQjeQxwd7aQdcVs0sSVC7OZy/9H0ohsRnlZc7PtsdlrNXBVz2veY7tn28LlesxscPA9h2ZDUET8SdJ3gLOAxZKuB94gDS9uR5p48t1c/rskXQqcBDwkaR4pWDmENOT5L9Is2FrzSMOmB5CWaynS7WSUbA2/ScAESdNyu4YB/819vx3p91ZnN2kDThZMnyxpJXAacI+kT0fE4xHxiKTjSUH9Q5JuJfWGDifdGzqB1Es7tmRZCyQ9QZqgM5y0tmErhnonkda9vLEFZZlZP3HPodkQFRFnk9a7e5zUezSN9DN/LjCxIFCbCnwNeB04mTQU+nvS5IYNWXNfYt480iSWYxtUpcz6huOz4++QfV15bc+amdSVfE/XzPotShuwIuJ0Um/sSFIP4rgs/WektrqK1A5fBSYD2wDXA1/pYVGVNQ8rX/errMf5MOCWiFjW3+WZWf/xs5XNrCFJHyX1Yl0TEV0WV5Y0gxTs7BwRD9TuL1nGQcDNwEYR8XqDfLOBkRFxWKM0az1JpwA/BPaKiHvaXR8za557Ds0MAEmbZbNN82nrk57wAWkWbJELSQsjn9eL4heS1ku8UtJOkj4iaaKkOTV1Gk/X4eOiNGshSeuRFkuf58DQbPBzcGhmFacBSyVdLukCSXNJz+r9DOmpGtcVvSki3gS+SHr+7wbNFBwRr5Duh+wgTWboJE2ceSYi3gWQJNJwa2flfUVp1hajSM/jnt7mephZH/CwspkBIGk/0h/38aSnaawmDSdfDVwUEW+3r3ZmZtYqDg7NzMzMrMrDymZmZmZW5eDQzMzMzKocHJqZmZlZlYNDMzMzM6tycGhmZmZmVQ4OzczMzKzKwaGZmZmZVTk4NDMzM7Oq/wEQQqF33/MSFwAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plotting HR diagrams\n", + "plt.figure(figsize=(8, 6))\n", + "plt.plot(np.log10(iso1.primaries['Teff']), np.log10(iso1.primaries[\"L\"]),\n", + " \"r.\", alpha =0.3)\n", + "plt.plot(np.log10(iso1.secondaries['Teff']), np.log10(iso1.secondaries[\"L\"]),\n", + " \"r.\", alpha =0.3)\n", + "plt.plot(np.log10(iso1.singles['Teff']), np.log10(iso1.singles[\"L\"]), \"r.\",\n", + " label=\"BPASS isochrone\", alpha =0.3)\n", + "plt.plot(np.log10(iso2.points['Teff']), np.log10(iso2.points[\"L\"]), \"b+\",\n", + " label=\"MISTv.1\", alpha =0.1)\n", + "plt.xlabel(\"log($T_{eff}$ in Kelvin)\")\n", + "plt.ylabel(\"log(L in Watts)\")\n", + "plt.title(\"HR Diagram of Isochrones at 0.1Z_solar and 10**9.3 years age\")\n", + "plt.gca().invert_xaxis()\n", + "plt.legend()\n", + "# Rough pattern seems to fit. What's that line?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A good sign here is that there are plenty of compact remnant (that means good number of stars have gone through their main-sequence and post-main sequence). I also notice stars turning to the red giant branch. This is going to be really important when we decide to use the clusters as reference for finding ages of actual star clusters." + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the mass-luminosity relationship\n", + "from astropy import constants as cs\n", + "plt.figure(figsize=(8, 6))\n", + "plt.plot(np.log10(iso1.primaries['mass_current']),\n", + " np.log10(iso1.primaries[\"L\"] / cs.L_sun), \"r.\")\n", + "plt.plot(np.log10(iso1.secondaries['mass_current']),\n", + " np.log10(iso1.secondaries[\"L\"] / cs.L_sun), \"r.\")\n", + "plt.plot(np.log10(iso1.singles['mass_current']),\n", + " np.log10(iso1.singles[\"L\"] / cs.L_sun),\n", + " \"r.\", label=\"BPASS isochrone\")\n", + "plt.plot(np.log10(iso2.points['mass_current']),\n", + " np.log10(iso2.points[\"L\"] / cs.L_sun),\n", + " \"b+\", label=\"MISTv.1\", alpha =0.2)\n", + "plt.xlabel(\"log(Current Mass in solar masses)\")\n", + "plt.ylabel(\"log(L/L_solar)\")\n", + "plt.title(\"log Mass-logL of Isochrones at 0.1Z_solar and 10**9.3 years age\")\n", + "plt.legend()\n", + "# Rough pattern seems to fit. What's that line?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Which table is causing that line segment at around log10(L/L_sun)=-3?\n", + "Let's find out.\n", + "First I take a look at the shape of the primary stars' plot for log current mass log L." + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(8, 6))\n", + "plt.plot(np.log10(iso1.primaries['mass_current']),\n", + " np.log10(iso1.primaries[\"L\"] / cs.L_sun),\n", + " \"r.\", label=\"BPASS isochrone (primaries)\")\n", + "plt.xlabel(\"log(Current Mass in solar masses)\")\n", + "plt.ylabel(\"log(L/L_solar)\")\n", + "plt.title(\"log Mass-logL of Isochrones at 0.1Z_solar and 10**9.3 years age\")\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Which type of secondary star is it that is causing this strange pattern that looks like a line lingering in the bottom of the mass luminosity plot. I will examine the region where luminosity of the star is about $10^{-3.2} L_{\\odot}$" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [], + "source": [ + "bad_line = iso1.primaries[np.where((np.log10(iso1.primaries[\"L\"]/cs.L_sun)<-2.5) &\n", + " (np.log10(iso1.primaries[\"L\"]/cs.L_sun)>=-3.3))[0]]" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Table length=419\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
massLTeffRloggisWRmass_currentphasesourcem_ubv_Um_ubv_Vm_ubv_Bm_ubv_Rm_ubv_I
solMassWKmsolMass
float64float64float64float64float64boolfloat64float64int64float64float64float64float64float64
4.51.9481030626200675e+2310122.0854669075675103347.7662708178.722800966601913False1.04101.0122.79862493161156323.36117228868292623.5141937876626123.24930713710100623.172933836205555
1.03.041458738904333e+233090.224276650848468414816.149419254.438067627303133False1.05.0427.94619453376298424.51157493939558326.36637005473067323.5080929840829221.811144934700284
0.5011873.041458738904333e+233090.224276650848468414816.149419254.248557553189591False0.6463835.0327.8280870193922624.50852671602862626.33935753929034723.51142655882651421.81499604741336
0.6309573.041458738904333e+233090.224276650848468414816.149419254.23806739019378False0.6309575.0427.82190992742459224.50835823402293626.33788173602582523.51161138521702321.815209621879195
1.82.143724291205302e+237715.5341882326739213861.1698984767.947053181372584False0.56627101.0122.85445851106060623.00876737447277523.37092667469425322.7925599511703522.55598301458258
1.82.143724291205302e+237715.5341882326739213861.1698984767.947053181372584False0.56627101.0122.85445851106060623.00876737447277523.37092667469425322.7925599511703522.55598301458258
1.72.91673470464279e+238296.2341322545339295562.2638721957.93298604311574False0.55799101.0122.4433460226896822.71979127395169623.019466134284622.53502438968456522.346801955440945
0.6309573.041458738904333e+233090.224276650848468414816.149419254.23806739019378False0.6309575.0427.82190992742459224.50835823402293626.33788173602582523.51161138521702321.815209621879195
1.03.041458738904333e+233090.224276650848468414816.149419254.438067627303133False1.05.0427.94619453376298424.51157493939558326.36637005473067323.5080929840829221.811144934700284
..........................................
1.72.91673470464279e+238296.2341322545339295562.2638721957.93298604311574False0.55799101.0122.4433460226896822.71979127395169623.019466134284622.53502438968456522.346801955440945
1.72.8937894508033503e+238260.455577028919339307.2695843767.9254817087518346False0.5536101.0122.4557452314004822.72519919038432323.02845288416037722.5386378332557122.347657813347325
1.43.041458738904333e+233090.224276650848468414816.149419254.487285649973315False1.125.0327.97909241787509824.51236800120853226.37349686463579323.5072288867149121.810146985372228
1.72.91673470464279e+238296.2341322545339295562.2638721957.93298604311574False0.55799101.0122.4433460226896822.71979127395169623.019466134284622.53502438968456522.346801955440945
1.258933.041458738904333e+233090.224276650848468414816.149419254.538069210104485False1.258935.0428.01319377274119724.5132326574502326.3813251759363323.50588868320391421.80830799795702
1.82.143724291205302e+237715.5341882326739213861.1698984767.947053181372584False0.56627101.0122.85445851106060623.00876737447277523.37092667469425322.7925599511703522.55598301458258
0.7943283.041458738904333e+233090.224276650848468414816.149419254.241157485960881False0.63546245.0327.8237258698514224.50840786118676826.3383162561984823.51155693748914321.815146704711537
0.5011873.041458738904333e+233090.224276650848468414816.149419254.138067424857716False0.5011875.0427.76472524484032824.50675345054327226.3239130926853623.5133748679431921.8172476830086
1.02.126727902925366e+237681.800072975079258042.3741657457.939437901071772False0.56178101.0122.86861757570327623.015220648846423.38131945787739622.79702308404495522.557382424879002
0.6309573.041458738904333e+233090.224276650848468414816.149419254.4100965278622555False0.93762445.0427.9279331792258824.51112449237518526.36234056715422723.50858436598961621.811712488422508
" + ], + "text/plain": [ + "\n", + " mass L ... m_ubv_R m_ubv_I \n", + "solMass W ... \n", + "float64 float64 ... float64 float64 \n", + "-------- ---------------------- ... ------------------ ------------------\n", + " 4.5 1.9481030626200675e+23 ... 23.249307137101006 23.172933836205555\n", + " 1.0 3.041458738904333e+23 ... 23.50809298408292 21.811144934700284\n", + "0.501187 3.041458738904333e+23 ... 23.511426558826514 21.81499604741336\n", + "0.630957 3.041458738904333e+23 ... 23.511611385217023 21.815209621879195\n", + " 1.8 2.143724291205302e+23 ... 22.79255995117035 22.55598301458258\n", + " 1.8 2.143724291205302e+23 ... 22.79255995117035 22.55598301458258\n", + " 1.7 2.91673470464279e+23 ... 22.535024389684565 22.346801955440945\n", + "0.630957 3.041458738904333e+23 ... 23.511611385217023 21.815209621879195\n", + " 1.0 3.041458738904333e+23 ... 23.50809298408292 21.811144934700284\n", + " ... ... ... ... ...\n", + " 1.7 2.91673470464279e+23 ... 22.535024389684565 22.346801955440945\n", + " 1.7 2.8937894508033503e+23 ... 22.53863783325571 22.347657813347325\n", + " 1.4 3.041458738904333e+23 ... 23.50722888671491 21.810146985372228\n", + " 1.7 2.91673470464279e+23 ... 22.535024389684565 22.346801955440945\n", + " 1.25893 3.041458738904333e+23 ... 23.505888683203914 21.80830799795702\n", + " 1.8 2.143724291205302e+23 ... 22.79255995117035 22.55598301458258\n", + "0.794328 3.041458738904333e+23 ... 23.511556937489143 21.815146704711537\n", + "0.501187 3.041458738904333e+23 ... 23.51337486794319 21.8172476830086\n", + " 1.0 2.126727902925366e+23 ... 22.797023084044955 22.557382424879002\n", + "0.630957 3.041458738904333e+23 ... 23.508584365989616 21.811712488422508" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bad_line" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plotting HR diagrams\n", + "import matplotlib.pyplot as plt\n", + "bad_line2 = bad_line[np.where(bad_line['phase']==5)[0]]\n", + "plt.plot(np.log10(bad_line2['Teff']),\n", + " np.log10(bad_line2[\"L\"]), \"r.\",label=\"bad BPASS cluster line\", alpha =0.3)\n", + "plt.plot(np.log10(iso2.points['Teff']),\n", + " np.log10(iso2.points[\"L\"]), \"b+\", label=\"MISTv.1\", alpha =0.1)\n", + "plt.xlabel(\"log(T in Kelvin)\")\n", + "plt.ylabel(\"log(L in Watts)\")\n", + "plt.title(\"HR Diagram of 'bad line' at 0.1Z_solar and\" +\n", + " \" 10**9.3 years age \\n juxtaposed with MIST v1 isochrone\")\n", + "plt.gca().invert_xaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What sorts of characteristics (logg, Teff, L, mass) can be causing it? Let's find out" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='L' dtype='float64' unit='W' length=36>\n", + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
1.9351379461491437e+23
1.9481030626200675e+23
1.9509310873660553e+23
1.9518297312384177e+23
1.9574556412439005e+23
1.9759771998738914e+23
1.978116789566019e+23
1.989215932849611e+23
2.0125279895684763e+23
2.0265248290685556e+23
2.0543854431727328e+23
2.096727199743436e+23
...
2.893629538507089e+23
2.8937894508033503e+23
2.8952557253757827e+23
2.901736209308119e+23
2.901996799295577e+23
2.9025715163301165e+23
2.903039393288871e+23
2.911246162721614e+23
2.91673470464279e+23
3.041458738904333e+23
9.392299419422689e+23
1.110150679543662e+24
" + ], + "text/plain": [ + "\n", + "1.9351379461491437e+23\n", + "1.9481030626200675e+23\n", + "1.9509310873660553e+23\n", + "1.9518297312384177e+23\n", + "1.9574556412439005e+23\n", + "1.9759771998738914e+23\n", + " 1.978116789566019e+23\n", + " 1.989215932849611e+23\n", + "2.0125279895684763e+23\n", + "2.0265248290685556e+23\n", + "2.0543854431727328e+23\n", + " 2.096727199743436e+23\n", + " ...\n", + " 2.893629538507089e+23\n", + "2.8937894508033503e+23\n", + "2.8952557253757827e+23\n", + " 2.901736209308119e+23\n", + " 2.901996799295577e+23\n", + "2.9025715163301165e+23\n", + " 2.903039393288871e+23\n", + " 2.911246162721614e+23\n", + " 2.91673470464279e+23\n", + " 3.041458738904333e+23\n", + " 9.392299419422689e+23\n", + " 1.110150679543662e+24" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(bad_line['L'])" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='Teff' dtype='float64' unit='K' length=36>\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
3090.2242766508484
7681.80007297507
7688.7723065107275
7710.117559901143
7710.206326420913
7710.41937023802
7710.792211082934
7715.534188232673
8233.813011134618
8235.538465914007
8245.234276303721
8258.515723847308
...
9567.093095118627
9598.425535829074
9663.400961401096
9679.211952194426
9701.524840150685
9756.85835108902
9868.01952228198
9873.928999233876
9960.015172435422
10068.157482323419
10094.388144528384
10122.085466907567
" + ], + "text/plain": [ + "\n", + "3090.2242766508484\n", + " 7681.80007297507\n", + "7688.7723065107275\n", + " 7710.117559901143\n", + " 7710.206326420913\n", + " 7710.41937023802\n", + " 7710.792211082934\n", + " 7715.534188232673\n", + " 8233.813011134618\n", + " 8235.538465914007\n", + " 8245.234276303721\n", + " 8258.515723847308\n", + " ...\n", + " 9567.093095118627\n", + " 9598.425535829074\n", + " 9663.400961401096\n", + " 9679.211952194426\n", + " 9701.524840150685\n", + " 9756.85835108902\n", + " 9868.01952228198\n", + " 9873.928999233876\n", + " 9960.015172435422\n", + "10068.157482323419\n", + "10094.388144528384\n", + "10122.085466907567" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(bad_line['Teff'])" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='logg' dtype='float64' unit='' length=163>\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
3.7411582312714566
3.8380682442795133
3.8411579356380123
3.9380679486460686
3.941157428238497
3.9461783361956098
4.038067441246554
4.041157411849659
4.048869338808785
4.117882672930071
4.126039752921193
4.127155552862199
...
8.571408810813182
8.594242051808688
8.597775404536684
8.600895888970314
8.614486836526979
8.614555752538884
8.627766031761164
8.654113116298696
8.663809447158098
8.673694189949927
8.68743656359471
8.722800966601913
" + ], + "text/plain": [ + "\n", + "3.7411582312714566\n", + "3.8380682442795133\n", + "3.8411579356380123\n", + "3.9380679486460686\n", + " 3.941157428238497\n", + "3.9461783361956098\n", + " 4.038067441246554\n", + " 4.041157411849659\n", + " 4.048869338808785\n", + " 4.117882672930071\n", + " 4.126039752921193\n", + " 4.127155552862199\n", + " ...\n", + " 8.571408810813182\n", + " 8.594242051808688\n", + " 8.597775404536684\n", + " 8.600895888970314\n", + " 8.614486836526979\n", + " 8.614555752538884\n", + " 8.627766031761164\n", + " 8.654113116298696\n", + " 8.663809447158098\n", + " 8.673694189949927\n", + " 8.68743656359471\n", + " 8.722800966601913" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(bad_line['logg'])" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='mass' dtype='float64' unit='solMass' length=21>\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
0.251189
0.316228
0.398107
0.501187
0.630957
0.794328
0.9
1.0
1.1
1.2
1.25893
1.3
1.4
1.7
1.8
1.99526
2.0
3.5
3.7
4.0
4.5
" + ], + "text/plain": [ + "\n", + "0.251189\n", + "0.316228\n", + "0.398107\n", + "0.501187\n", + "0.630957\n", + "0.794328\n", + " 0.9\n", + " 1.0\n", + " 1.1\n", + " 1.2\n", + " 1.25893\n", + " 1.3\n", + " 1.4\n", + " 1.7\n", + " 1.8\n", + " 1.99526\n", + " 2.0\n", + " 3.5\n", + " 3.7\n", + " 4.0\n", + " 4.5" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(bad_line['mass'])" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='phase' dtype='float64' length=2>\n", + "\n", + "\n", + "\n", + "
5.0
101.0
" + ], + "text/plain": [ + "\n", + " 5.0\n", + "101.0" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(bad_line['phase'])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It turns out that the line was caused by some compact remnants that were lingering around from the NEWSECMODS. In future versions of the stellar evolution model, I may obtain an additional program from the BPASS creators to match the types of compact remnants from the NEWSECMODS." + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/ipykernel_launcher.py:5: RuntimeWarning: divide by zero encountered in log10\n", + " \"\"\"\n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/ipykernel_launcher.py:8: RuntimeWarning: divide by zero encountered in log10\n", + " \n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the mass-luminosity relationship\n", + "plt.figure(figsize = (7.5, 7.5))\n", + "\n", + "plt.plot((clus_1.star_systems['mass_current']),\n", + " np.log10(clus_1.star_systems[\"L\"]),\n", + " \"r.\", label=\"Cluster made from BPASS\", alpha =0.3)\n", + "plt.plot((clus_1.companions['mass_current']),\n", + " np.log10(clus_1.companions[\"L\"]), \"r.\", alpha = 0.3)\n", + "plt.plot((clus_2.star_systems['mass_current']),\n", + " np.log10(clus_2.star_systems[\"L\"]),\n", + " \"b.\", label=\"Cluster made from MISTv.1\", alpha =0.1)\n", + "plt.plot((clus_2.companions['mass_current']),\n", + " np.log10(clus_2.companions[\"L\"]), \"b.\", alpha = 0.1)\n", + "plt.xlabel(\"Current Mass in solar masses\")\n", + "plt.ylabel(\"log(L in Watts)\")\n", + "plt.title(\"Mass-logL of Cluster at 0.1Z_solar and 10**9.3 years age\")\n", + "plt.legend()\n", + "# Rough pattern seems to fit. What's that line?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Where is that hook coming from?" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='phase' dtype='float64' length=2>\n", + "\n", + "\n", + "\n", + "
5.0
101.0
" + ], + "text/plain": [ + "\n", + " 5.0\n", + "101.0" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(iso1.primaries[np.where(np.log10(iso1.primaries[\"L\"]) <= 25)]['phase'])" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2281" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(iso1.primaries[np.where((np.log10(iso1.primaries[\"L\"]) <= 25) &\n", + " (iso1.primaries[\"phase\"] > 5))])" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2281" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(iso1.primaries[np.where((np.log10(iso1.primaries[\"L\"])<=25) &\n", + " (iso1.primaries[\"phase\"]==101))])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "OK. It makes sense that our compact remnants are causing this. (Remember, there really is no significant fusion in the insides of neutron stars or white dwarves." + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/ipykernel_launcher.py:3: RuntimeWarning: divide by zero encountered in log10\n", + " This is separate from the ipykernel package so we can avoid doing imports until\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the mass-luminosity relationship\n", + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(clus_1.star_systems['mass_current'], np.log10(clus_1.star_systems[\"L\"]),\n", + " \"r.\", label=\"Synthetic Cluster made from BPASS (Star Systems)\", alpha =1)\n", + "plt.xlabel(\"log Current Mass in solar masses\")\n", + "plt.ylabel(\"log(L in Watts)\")\n", + "plt.title(\"log-Mass-logL of Cluster at 0.1Z_solar and 10**9.3 years age\")\n", + "plt.legend()\n", + "# Rough pattern seems to fit. What's that line?" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/ipykernel_launcher.py:2: RuntimeWarning: divide by zero encountered in log10\n", + " \n", + "No handles with labels found to put in legend.\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the mass-luminosity relationship\n", + "plt.figure(figsize=(8, 6))\n", + "plt.plot(clus_1.companions['mass_current'], np.log10(clus_1.companions[\"L\"]),\n", + " \"r.\", label=\"Synthetic Cluster made from BPASS (Companions)\", alpha =1)\n", + "plt.xlabel(\"log Current Mass in solar masses\")\n", + "plt.ylabel(\"log(L in Watts)\")\n", + "plt.title(\"log-Mass-logL of Cluster at 0.1Z_solar and 10**9.3 years age\")\n", + "plt.legend()\n", + "# Rough pattern seems to fit. What's that line?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now go back to the shape of the clusters' Color magnitude diagrams." + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<Column name='log_a' dtype='float64' length=2678>\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
-3.964665120001716
-3.7641376856944233
-3.202091199559044
-2.9381528033068878
-2.8767577525741843
-2.5515069705577194
-2.548548178724908
-2.5286460502764054
-2.5266035850400863
-2.4915505786608216
-2.4453771465469085
-2.424764022259115
...
3.281824809218986
3.2844146518219364
3.2844837596926926
3.286791617812373
3.2868943293460937
3.287747024021206
3.287785134291261
3.288915091103548
3.2893970162072312
3.2936127896079386
3.2946720034271406
3.2951425671089534
" + ], + "text/plain": [ + "\n", + " -3.964665120001716\n", + "-3.7641376856944233\n", + " -3.202091199559044\n", + "-2.9381528033068878\n", + "-2.8767577525741843\n", + "-2.5515069705577194\n", + " -2.548548178724908\n", + "-2.5286460502764054\n", + "-2.5266035850400863\n", + "-2.4915505786608216\n", + "-2.4453771465469085\n", + " -2.424764022259115\n", + " ...\n", + " 3.281824809218986\n", + " 3.2844146518219364\n", + " 3.2844837596926926\n", + " 3.286791617812373\n", + " 3.2868943293460937\n", + " 3.287747024021206\n", + " 3.287785134291261\n", + " 3.288915091103548\n", + " 3.2893970162072312\n", + " 3.2936127896079386\n", + " 3.2946720034271406\n", + " 3.2951425671089534" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(clus_1.companions['log_a'])" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Taking a look at the Binary Cluster vs Default Settings cluster Observer's HR Diagram\n", + "# Remember to use a distance modulus!\n", + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(clus_1.star_systems['m_ubv_B'] - clus_1.star_systems[\"m_ubv_V\"],\n", + " clus_1.star_systems[\"m_ubv_V\"] - 5 * np.log10(100),\n", + " \"r.\",label=\"BPASS\", alpha =0.3)\n", + "plt.plot(clus_2.star_systems['m_ubv_B'] - clus_2.star_systems[\"m_ubv_V\"],\n", + " clus_2.star_systems[\"m_ubv_V\"] - 5 * np.log10(100), \"b+\",\n", + " label=\"MISTv.1\", alpha=0.1)\n", + "plt.xlabel(\"B-V\")\n", + "plt.ylabel(\"M_V\")\n", + "plt.title(\"Color magnitude Diagram of clusters at 0.1Z_solar and 10**9.3 years age\")\n", + "plt.gca().invert_yaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/ipykernel_launcher.py:2: RuntimeWarning: divide by zero encountered in log10\n", + " \n", + "/opt/anaconda3/envs/astroconda/lib/python3.7/site-packages/ipykernel_launcher.py:7: RuntimeWarning: divide by zero encountered in log10\n", + " import sys\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 49, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize = (7.5, 7.5))\n", + "plt.plot(np.log10(clus_1.companions['Teff']), np.log10(clus_1.companions[\"L\"]),\n", + " \"r.\",label=\"BPASS cluster\", alpha=0.5)\n", + "plt.plot(np.log10(clus_2.companions['Teff']),\n", + " np.log10(clus_2.companions[\"L\"]), \"b+\", alpha=0.15)\n", + "plt.plot(np.log10(clus_1.star_systems['Teff']),\n", + " np.log10(clus_1.star_systems[\"L\"]), \"r.\", alpha=0.5)\n", + "plt.plot(np.log10(clus_2.star_systems['Teff']),\n", + " np.log10(clus_2.star_systems[\"L\"]), \"b+\",\n", + " label=\"MISTv.1 cluster\", alpha=0.15)\n", + "plt.xlabel(\"log($T_{eff}$ in Kelvin)\")\n", + "plt.ylabel(\"log(L in Watts)\")\n", + "plt.title(\"HR Diagram of clusters at 0.1Z_solar \\n and 10**9.3 years age\")\n", + "plt.gca().invert_xaxis()\n", + "plt.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If I look at the HR Diagram, I do see deviation with respects to the MIST line for some of the brighter stars, but I see an overall good trend with the main-sequence turnoff. Also, I see the compact remnants where they should be given my setup." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Looking at which stars are the white dwarves?" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 0, 1, 3, ..., 14920, 14930, 14943])" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import numpy as np\n", + "np.where(clus_1.star_systems['phase'] == 101.0)[0]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Do I see any black holes?" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 40, 110, 125, 145, 157, 168, 190, 250, 298, 366, 394,\n", + " 485, 551, 614, 620, 622, 623, 643, 718, 766, 888, 913,\n", + " 954, 980, 990, 1022, 1089, 1127, 1203, 1241, 1260, 1311, 1315,\n", + " 1357, 1372, 1602, 1603, 1675, 1686, 1699, 1702, 1718, 1728, 1730,\n", + " 1749, 1787, 1833, 1841, 1860, 1867, 1868, 2037, 2067, 2070, 2106,\n", + " 2161, 2183, 2192, 2276, 2349, 2350, 2391, 2406, 2411, 2462, 2475,\n", + " 2492, 2563, 2614, 2623, 2647])" + ] + }, + "execution_count": 51, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.where(clus_1.star_systems['phase'] == 103.0)[0]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Neutron Stars?" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([ 7, 54, 56, 81, 82, 92, 99, 100, 107, 123, 130,\n", + " 144, 151, 159, 176, 181, 196, 207, 220, 245, 259, 261,\n", + " 273, 303, 314, 351, 368, 373, 383, 393, 433, 435, 438,\n", + " 443, 454, 461, 478, 497, 499, 518, 532, 535, 540, 585,\n", + " 587, 604, 631, 647, 651, 678, 690, 734, 735, 738, 799,\n", + " 820, 823, 839, 840, 848, 849, 851, 857, 912, 920, 928,\n", + " 947, 1028, 1029, 1031, 1058, 1059, 1095, 1188, 1191, 1211, 1224,\n", + " 1225, 1227, 1229, 1244, 1257, 1259, 1266, 1280, 1303, 1309, 1310,\n", + " 1335, 1340, 1342, 1362, 1364, 1381, 1385, 1392, 1395, 1402, 1434,\n", + " 1442, 1446, 1457, 1484, 1485, 1498, 1509, 1523, 1554, 1557, 1563,\n", + " 1580, 1612, 1641, 1646, 1652, 1653, 1656, 1674, 1681, 1700, 1705,\n", + " 1713, 1725, 1739, 1751, 1764, 1782, 1810, 1818, 1847, 1884, 1894,\n", + " 1909, 1920, 1934, 1936, 1942, 1955, 1961, 1981, 1986, 2014, 2015,\n", + " 2021, 2045, 2085, 2096, 2111, 2131, 2149, 2172, 2174, 2180, 2182,\n", + " 2253, 2263, 2283, 2293, 2345, 2351, 2363, 2392, 2393, 2401, 2410,\n", + " 2414, 2423, 2427, 2443, 2464, 2467, 2478, 2497, 2501, 2510, 2515,\n", + " 2526, 2615, 2621, 2624])" + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.where(clus_1.star_systems['phase'] == 102.0)[0]" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "astroconda", + "language": "python", + "name": "astroconda" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.10" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/Test_Plots/iso_7.00_0.00_01000_m10.fits b/Test_Plots/iso_7.00_0.00_01000_m10.fits new file mode 100755 index 00000000..067b0cbb --- /dev/null +++ b/Test_Plots/iso_7.00_0.00_01000_m10.fits @@ -0,0 +1,264 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 97 / length of dimension 1 NAXIS2 = 662 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 13 / number of table fields TTYPE1 = 'L ' TFORM1 = 'D ' TUNIT1 = 'W ' TTYPE2 = 'Teff ' TFORM2 = 'D ' TUNIT2 = 'K ' TTYPE3 = 'R ' TFORM3 = 'D ' TUNIT3 = 'm ' TTYPE4 = 'mass ' TFORM4 = 'D ' TUNIT4 = 'solMass ' TTYPE5 = 'logg ' TFORM5 = 'D ' TTYPE6 = 'isWR ' TFORM6 = 'L ' TTYPE7 = 'mass_current' TFORM7 = 'D ' TUNIT7 = 'solMass ' TTYPE8 = 'phase ' TFORM8 = 'D ' TTYPE9 = 'm_ubv_U ' TFORM9 = 'D ' TTYPE10 = 'm_ubv_B ' TFORM10 = 'D ' TTYPE11 = 'm_ubv_V ' TFORM11 = 'D ' TTYPE12 = 'm_ubv_R ' TFORM12 = 'D ' TTYPE13 = 'm_ubv_I ' TFORM13 = 'D ' REDLAW = 'N09 ' ATMFUNC = 'get_merged_atmosphere' EVOMODEL= 'MISTv1 ' LOGAGE = 7.0 AKS = 0.0 DISTANCE= 1000 METAL_IN= -1.0 HIERARCH METAL_ACT = -0.9761970853273753 WAVEMIN = 3000 WAVEMAX = 52000 END EIҩ@xyA㽬?7+@)i6F?5@7>M$@6 ܝ@4ixL<@3Ƿ5@2pCT2[vEl@ \A4?q܈t@~F?qQ;d@72F@6 @4MA@3$@2gj |EZ6O@(An/?Ot[@}^8uF?OrmDl@7%5u@6 I>%\@4sH @3|P\@2]Z"E'-&l@EANa?,5@}9FF?,p@7ǚ =@5X&@4h".d@3{@2Si]'E,@N9A`Ow? Kě@|q%BF? IU@7 +#q^@5]@4\g9@3캃@2IrE7(@dhMAVl~ ?Kך@{i4F?Wl@6U(/@59Ϋ@4Q(~ @3uoBv@2?^ҿET@2 AF4#P?ZT@z m;F?W:@6 @5׼+@4Epӽ@3j^b&@254t LE0b@:A솥?NZP@yF?NYF@6Y |@5˃@4:W Һ@3_T1=@2+LfEүp@A?e @xF?ӕvſ@6;NR@5P66J2@4.5@3TK%@2!ȸE]@k,6AV?)!@w2 F?) I1@6*7@5$ L@4#!%@3IC&ޟ@2i-#Euf@,S.A_j$C?:@vحaF?9,cUo@6#@5D@47@3>:]|@2@EBQ;@,@B]A"1|? >r@uhwF?@6"Oԡ@5*G@4 f~7@33/(y@2)lE۱@ VA?oCu@tF?oҺW@6"B2@5 MN@4sUL@3(I@18}E \@"m-AS4?^/@s+F?]?@6 Bg@5@3r@3n@1^cE!B V@([tA?Çym;@rEF?Çw.8@6ln@5sC(@3jg?@3:Q$@1㝂bF?UK̿@6pQ,@5a6@3ײdOz@2KGl@1b>_E# Gh+ =@=x\AWP^;?-u͛^@rAF?-t~e@6\^aD@5OWj@3@2ﰇ@1L E$2^A@PeAV&? + <@q5TF?(0@6GJ @5$@3N@2 +@1ϯE%'6A@cAe0xc? f@q_-F?J@63 =IB@5)V@3\@2{BJW@1lE&KK@v"-AN'$O?t%@p̷F?*@6R]ܔ@5@3,r@2]@1We +E'_"@R]Au5c?xjxZn@pǟF?vDe0@6 +L @5n#M@3`@2fM_)@1>aE([@TEAg&@Y@?f_@p.|AF?T*@5c.@4 D@3os:$@2,^[@1|bE*w{&ds@]M89A ~?='s@o˂bIdF?='N@5V@4@.H@3[+o@2 @1kjn%E,'r@#o.Adh?̍Sd@oX<@F?̍ɿ@5Ŗ@qJ;F?L*=?-@4}B@4 ]9@28Zu@1󡉥@0 /E8(/3qO@(9٫A7Xp?ՍoVR@tH镔F?Սh*F̿@4ӓnջ@3pBF%@2䰕@1\`@0_tHE9ř@#G{f~A{?"@ubO>oF?p@4>U@3۰1@2w\@1n0K@0+#E;\qP}@T%{|dAg Fb?D@xuDF?;i@4=v_@3Ҍ@2bzTa@1 5:@08>%E>"T5@ASE+O?ؑZ59@}i6F?ؑ컹ʿ@4w呵@3 @2?*@1}@03E?@IޥFA ?R/|@ԇF?R-@4a$ @3H@2.72@1orz@0yφEA3_@uhAN?չK3u@F?նd@46(@3_D@2K@1RSf@0a. EBx@^)"AAEnR?}0*@mi|0F?zl/q@4j'@3@x-{@1jy2@1:ݻ@0NyلEC0- S@A|gX?4;1@u]F?48@3uA(@3$Tid@1ݘН@1&SC@0=LmED4@ֺ8E`A5;>?OۮT~@M=$F?OӒ.K@3Ոڛ@3 4@1I.@1ZI@0,wbEF %P@KTϑAAed?]M 5@P5F?]J\@3-:gq@28'@1=YYI@0{{8=@0bNEG@H=t@"Q{A`'?%}I@$F?%|3Sv@3/*@2بw@1߽@0yZ@0>،EHj~@=::AeSf?S@=%[F?Q5N@3$n@2]@1Dy@04@0{>9EI_̇:@W^.0A{"? +f?@" F? +d6@3mMe@2b5@1zGN@0 +N@/誜fEJܝ@qdQA~o?|T@@lF?|Z$@3Sʾ}@2*<@1gvk@0?>F@/ELdA@JAKdu}?8m@NJF?p@37#Z@2}R>e @1S@0U¡@/gENsq{@'9A"l?Ed+ı@R;=F?Cw@3cSZ@2e~9@@1?_oŐ@0 0@/30EEOD=@c!@AϢ ?)@IiF?'u@2D,@2K +|@1*aʀ@0P2@/r3f@EQm53@ONA@U?HI@1F?F"@2i8@2*B@1@0oSqu@/L +MERfLl&_@&Aa1 +?C]e] @n_ F?C6Q8@2Cg@2(c@0z@0V_@/#Z +Y!!ESwp@JUA4K?00v@>_F?vN׿@2ea@18@0A2@0<5* @.QEUiA>G@A"/?#M@%F?J@2OG)V@1KӲ@0Y@0 F,@.dEWY Fi@ϺAM?vp?#vr@ʱ2"F?#@2~zpC@1r`W@0P@0h|S@.sy,EZs`@ A¨dVA1?p@݉D߃F?fY@1fEE@1]RR@0ec (@/<^Ȗ3@.]2e E]~:D@nupVAϧn?q @PF?ny֚@1?m'Ȭz@1u kF?m#8t@-o@.1z8@,_\X@,\UH@+y+v9ELKj@q(Av2؛O? j@ ,mF? Lܿ@-])@-iYs@,^@,NfW@+C8Eu|χ@g$-A)D;?@?ZŅ_@F?V+@,m2@-X*W@,Z4@+Cƻx@+2EAb'a@BmyfiAɟ? + @4aWF? +l4@, @-@- +i@,%it@+Dz\@*AEgwl@ZqAZٸ?J!@XF?JKx@,i^)=@,) +&@+SX@+_@*z̅E?R2@,|'Aʐ;hD?x|}@agvF?/@,HU[@,|ck@+ +Ѫr@+$Ga@*x?X&~E}a@/&B!A/&( U?# +En@JCF?d~h@+xL.5@,?#@+rjI@*_i@*T2GvEBQ@#AC?F@,F?c@+%Fea@,U@+FM<@*t_?@*5yET@qQEbAɉD?$K@=r*F?!'@+ +G@+A_e@*"t@*Z+@)@ֈE_p@e FAꯁp?Q}@X:22F?Q/@*̠1@+#PU7@*K@*N$Б]@)̈?E-!.@8rPuA/8=?@zo|F?q@*6g@+ &/@* +hV@*G0i@)`E|%˻@PeAVaC?_+@$F?T{h@*UL{@*<@*pUL8@*CRc̓@)4 fE]1H@i_ +AƁMdt?~@C4@zcF?~sq@*;L@*54>@*uaBW5@*? \@) OEJE@`CX A5 ?Vh@ლCF?(@*ÐIi@*d*8l@*lEmt@*:PR@)Eh@,:SA'V?8f@q/F?8b@*=#@*[@*PL-J@*%dZ@)\!Em@@ԙAڒM?LAM@ HF?H~Fl@*v:_d@*@*2@* @)ٟE @}YsA+ov?[$6@ J8F?VT߿@*jeU@*dy[@*\]r@)GY@)Κ`aE 2@qA~f?fW@tF?f7@*7@*+!EW@)4⏽@)Ӭm9U=@)ogE&wD[@3uTA 6m?vzH@ +LF?qPKs@*q/@*Fڸ6@) @)8P@)~@EKmjdw@uqA}]?THt@"xF?T:$q@)c +?K@)ICT@)(Ȕ@)6ʿ@) \BE)e@ۉIAX E?v_@@(QEF?q{!@)f@)pC=@)yP#@)pm$@)dUgE ;@)~A+{?8q4d@*?F?8;@)z!¶/@)=@)f>u@)_=O @)VfTNEBgj@V $GA?V?{W@,k$$cF?{P@)uN0@)p@)T +@)OWnI@)IBEˊQ@®9DVy Ao U^?jvbq@/3LF?di:z@)EFe@)GS@)1Ϗ/@)/x3@).c(E7ލ@h4IAƊD%?P獶@0< +ÛwF?P@),nW@1 ~F?:@)@)ߐ@))`@)Ŋ@)/bzEhm@#^XC\ZAƺ5??R2}@1dUɵ5F?Kv@)oRit@)Ն<@)Ɠ@)j<@) FEI@:e?0A1x2?Xm@1ZKF?짮1@(8Q@)C@( u@(f3@)L Eb@IpA.)?@1&F?@@(@(7-U@(aT@(*@(E%851@ZWc!An.T?#d&@2.xF?#@(3W@(%CZ/@(k&q@(%0l/@(&%Ec1t;@cJ_AX0P?3;1@2G-F?34@( +@(/V@(dy@(XN@(ҼEy{Ow@k3Ag ?C!BU@2`ߒ.F?CW1[L@(ny@((tw@(5@(±@(ZYEaF(@u׿A -I?S1!E3@2zEF?S*C@((@3F?׆7@@(`@(S#@( +@(%S@(tE#i@8ЀNAǸ?/|@4+^6vF?/iK@(G`i@({ @(>@(@(f41E0@įA5 $?>@&k@59l F?5ǝ@(/b@(i\?RP@(sP@(|?"@(uE*U@zCA[?eln@6V%F?\[$`@(AmZ +@(R@~l@(`:w@(i^o@(}׷/1*E@~\@%sAA?MUQ@8v F?M{Q@'mJ@(@ @(Pʟ۫@(ZĊg@(p}#nEن@j ]gA5RŰ1?g@;DF? u@'ۗ?%@(+э+4@(><@(I+ݹ"@(`jQOE]oN@Ų^ݏATWୡ?3ԝ@=FJF?3~@'_%@(U@(+:U@(7=@(PE~@Aj4?fX3@?hoF?[@'5a@(ܹ[@(?r]@()b u@(DmEң@)T2$AȄC)?ʈf@BiЄ<;F?/f@'{^m@'#'@( $|\(@(/F@(6LwEC#C@jsFXAȞ ?aи@D$F?a@'tCm@'17@'@( +a@(([*EB@Ƴ> AȾk%?g*@Gj{?F?[@'X[2N@' h@'ꛐrL @' :u@(]o7ExIy@sA,å?Lܠ0@IF?Lt2dq@'?=@'=D;L@'ڬ{@'Ke@( L=CE!7@6 =A(rIf?+ux@K*)F?v~@'&j?ҋ@'u@'/R"O@'ټE!o@'ĸEB.߾W@LJҔa`A$v3[g@)%@Mg}F@)$@'A@'`\zh@&n@&TÎC@'3W@'9@E YM@ʿ|AWOل@@i}B@TBPF@i˗@%`@&[F^)@&U@&`Z9k@')(oEwa@tAˏ7@`w9N@T-n +F@UT:@%9.@&)@&̌$@&=+@'}[Eҳ }w@0ў JA˷-?Du@@S"iF@H@%yh@&E7|jn@&+G@&0@' DE߃u@z7zA E@?c@R*HBF@?Wt@%=J@&sI@&/@&@d3j@& +0E[7%@˷xuHA1}Yf@Rb@R:[JF@ |@%|`W/@&b9n@&.-4a@& +P?l@&Y EP=@%@5`Ar@lFV@Q8.F@_,zO@%d'Nܵ@&NC#xKq@&*@&i@&QdEo@.`k7vA̠NP*@ =@PF@uir@%RVQ@&?n>@&{"Ī@&A@&8iE؇;1@| HAx&~@ug@O3A;F@u >@%6C@&)e`@&e2@&~xFӉ@&t2%E6~@ϵAΐ V-L@rXE@F"܂F@R@$;p@%t{@%CA@&Xl[@&UҬ7E͗@x@G m}Aʡ:s@V@EiSF@'8@$j>&@%s@%SzR@&/@&Hn.aEⒹ@΁|)9oAFѱ@"԰@D~\3F@"}@$/@%<"d@%Vۆ@%.@&:9 Ey@νӧAJ/L:@t?@B }F@t @$n`E@%D.@% %@%udF @&+RvGEcO7@PwHA)@ 3$<+@?m0F@ 3h_@$?)mn@%\f@@%+\z@%@&R&Ll?E U@ϔaABO @ G@=fXF@ S@$(10@%IUbW@%%MH@%@%ԲEW@9ϝ +ADZ@ +f@;I*F@ +[@$"@%4XZ%@%~HkV@%z,g@%;?Eϝ*@IAq"#@ +o)@9@JDF@ +oѝC@#W|d@%$@%j1ʢ@%/·@%ҕ|LfEnU@?NL 2AПi ^0@ +/"@7 +pF@ +Q@#}@% 8@%Ug@%tywy@%CnEɍ@_QrA+@ Et @5ˆaF@ E6\@#x@$by:V#@%DuIm@%cs.U@%|^E?Czr@Ѐ2চA@ iF:~@4&]F@ M@g0@#IMn@$A@%3$@%Sum@%hE!!b:@П;Aꥴ@ u<@2SOF@ e@#t;\@$O3@%$X_L@%D%pd@%IvsE@ob$A7S@ d^E@0F@ dht@#@$Ýzf@%MF}@%3~y@%D0+Ew0!@zaLA_5@ Neh\@._F@ .z@#t@$UK@%Pni@%#"b'~@%qERwo@Bs!Aч ,@ 1_ۻ@,DF@ 1>d^h@#`aa@$@?:@$6T1@%=Շ@%bNlE1GO@"SߟAѭֹk1@ w9@+(i{F@ U|б@#L=A@$Wk@$ޓ@%2hq@%S\E+@Dg7AaP@ ,BT@)KbF@  @#7%@$}]vI@$И`RMg@$vu@%C&cE1YS5@g8nHAUg@l:`p @'^%F@l@'7@#""VJ@$kt I@$rv@$…@%3ME9A9@шp%wA*`,@;F)@%|gnF@N@# {(@$Z>Ykv@$%![@$ѰgP@%$VQuEB~@ѨAR@=@q#@#F@=8 +@"73C@$I$@$Fcq@$$&@%E_"*2@ɛ11A{@ȝL4@!~&EF@5v@"N%@$8[@$hx@$'nu@%KcE@D3Aү~@/ +@To|F@@@"΄@$#U@$z1s@$\]@$UGEM(=@PkA@x@[ d\@{/F@Zy@"&ҕ@$Z"qS@$f@$6#@$݆vSMEj@A᎚1AGyr@@Y7gF@蝶@"?X@#4@$SCx9@$wԟm%@$gfEai@fqWAI92=@5nO@%e3F@t2@"M({@#m@$Aom(@$f6!|@$8?E\%p@ҋfuAz2@@\HF@V@"sE?@#bsJ@$/Ou@$T/4!s@$"HF# +oAӮՕ}o@`k9@wF@`& F +#2@uF#A՘j@|t=@8F@Ti@!eS@#';X@#tKA@#696_@#:yF L!( V@7MQAS=^@,J@'F@,ٜު@!}K@"I +{@#cqO@#Q-@#2!sF @[HtApdѢ@qwV +@gAF@q܊<@!i[ΪB@"uch@#S8ߊ@#|8{@#݌' }Fjλ@ԁkQtA9G@,0$@ilSF@*@!T.1@" tι@#A鴳8@#jp.q@#SFxA;K@ԭ A|1N@O@rF@pQz@!;iU_@"2F@#,8r@#VY*@#.p!Flz/{'@ֱєAֿn/5@m@F@mڻ@!"0M@"gU +@#G@#B$H@#JFb1~@ڮOA^@@Ľ:m@".F@ĉ@! Cj@",@#S)@#.}@#1{1FnI'@/vWADr@gT@޳eFF@si~@ D@"@"p@#FGx@# NFȑ@Z}YA׉V@y@Ɂ,+[F@yHu@ DP@"q1$r(@" +@#2<'@#m F#]j@ՄAk@ +Մ +@F@1@ BA7_@"\/ w@"ȩv@" 8U@#ZHAF' @հ?!Ad?@0*D @z%vF@/ϽJ@ &Z@"G @"H&@"@#GiF>A֐@\A_=@Ix@IXF@ŭ"17@ ,O@"0*3@"KF@"|@#26F9@T%]Aت_<8@h@SF@#إ@ zC@"^o@""@"X@#AS`F(OU1s@= A6@m5$@֩qF@m&1c@ aϪB)@"@@"t&}F@"ɚ @# +＀F6i@nfAIMRe@_-t@WUF@h@ GK @!#@"]:@")ŃV@"#DiF-@֞!:Aٚ?E@R#ZX@υ F@QiS@ .(޶@!4@"Gsn@"u}.@"iTF 7d@ؖAߐ@<6W@F@x@ Q@!vq@"1c\L@"_Y]]@"ˏq/F!388@sNAEa @:r@M9- F@:W$@ۛw[@!M*'@"@"Il*I@"li7F"B[:4@1%1AڝN@^a5@3:#fF@e5@ q@!ܔ8zo@"v@"34O@"DPF#a\!@c +d:AT@$'E@YSF@#CH@}q@!yϝZ@!@"ޢ@" F$`@ח/A|AQ:2j,@WP@g:3U F@WH@UJ@!a_X]@!z@"fYy@"u, ~ +F%۳8@fN`Aۭ|n`@ #@u6:SF@ CBk@ }w@!I‚|A@!ԋS@!S@"`&F'=-@* 2AA M;2@­9@YBF@Pc@gŘ@!1cuh@!ц@!غ@"IIF(}@3('ArzO;@ 0@ऀ F@@@!۴K@!M]iY@!8ߘ]@"2OF* 5@_$tA@z @i<*F@zU @pX}@!VϘ|@!|)ۀ@!!@"IF+Kdp~@؅UPAқE@eJ}@,/XF@,@Z!G@ &l +@!i] @!s@" ?VF,G@ص#.KA|H5@XO@ypF@X6;B@(bOȂ#@ ٴ@!S0@!K}@!*V F.,M @=AC}e@p@_F@_sd@ꔵX@ ֞@!98t:l +@!j W@!.F0A@17o9Aoޘ@%}@\F@@L[@ &7@!bb@!O&Ŋ}@!ďmF1 +R@fׅ2AFo@ .sGQ@q,8F@ A @q\\j@ B@!+e^@!6M1@!mIyF2IK@٢T^qAdDm@ qo@;hF@ qBP@2/@ j3J@ vVx@!t=YA@!tF4VP`@,`A㪖VS@ @F@ Ǹc@X}@ M}@ ̚FW@ k@!w~WJF5`>@ fMA7?X@!iYd@PJ hF@!fZ@ IS@ 0m/@ °7@ )PQm@!\/RF7h?pL@_IAz)@!v7!t@~{F@!uΕ,2@t* HJ@ r @ ~Jb@ ֿw@!Bj9F9̏V@ڝMAྫྷfR@![ru@yF3F@!S-@4!U@@ y *4d@ uľ@!'n F:kzx@ZɆA+@"@riF@"7[x@cd@jQQV@ a@ 8@! sF;}O@՚y_AE@"Y@kݓF@"Y6}[6@{ @t`S@ J_@ s{r-@ 岒yF=\@ 4oċA፪Ee@"~Z@cc8F@"=@"[@^SR@ 2ynn@ hOFL@ IS*F>qIR@)WA׽>)@"fr@[!~9F@"`a@ivkpZ@.|@ ]h @ Q0z@ |ԏF@2pv@CU/A#<]>@#&PQ@Ro\F@#%!v#@8MX@͆@ ;>@ :T@ P:9F@p@]<'Ar)q@#gϷeA@In{]2F@#g !UH@yR@1@ܤ1@@ #*˅@ *=]FA<@@uAįR3R@#jR@@F@# +#u@rC@D*D@X]@ c f@ ,EFB 9@ەeA^@#湿@6@BF@#@~@n:@{K[@3 @ qSVyyFDOt@ÆAxcA@$SLA@. +bs F@$Rk@_+c@4 E@BKH@@ UpJFEc_@nA٨07@$4s@$ӱ rF@$= +a@ vu@׈9%@L`d-@uSGA@ 9XFF|t@R؎nA>r@%N@8F@%/^@s@&@@;|"Ð@ 9:FHfMR"@M;A2q&r@%tP,@hǥF@%rC@hW@~C_@П@60J_@`I0FJ*D(@9KA}@%&6z@$xF@%` @XKK,@<%@P3@b\=@AOFL![@ܲ2\A,nT_@&SBQG@;Q_z?F@&Q2ჯ @.@2@ M@|֌@.FN@v@`A_@&J+8@[X7F@&}J@(C{@ zpG@uIn@9(@=pJFPEi@"BAƠW@'9$k@ F@'775@{!@lS7@hcTE@ő@y!%FQv@DUR+A'55x@'J +@p,F@'4]@/7ӈ +@%ѣ ܂@?@A@dt@,#֎FR޼d@r ,A(@(.̈8D@۠F`F@(+3EE@@ @+BI@iWX[@o0Q!FTSD@ݝcݱA[40x4@( @F@(d(:A@ [ @DpE@D@!&i}@(:ZFUkg@ y/DAu#t@)+O +@AӲPF@)&M*@F I@H@fa @%+~@`6FWgsj@zz8Ag[(@)@+VyF@)D Wr@@-@2@@eFFY{pҾV@%3ܳAsPq#@*3t@=H@M5@`ԹFcUL@ބkAcA @-;M@#'GF@-̳5@+1@(7@%`@DjV@ +sFcEߟ@ކGA٭҄@-GZ2^@M%DF@-:AU@?q6@z@{@vXw@qj>Fd?6=@އn=A-9@-P@F@-tYj@Dt@3@jO@RTWM@\gZ:Fd7R9@މ&5Ajgf@-ҁ>@n fF@-$e@N֊@c@DK@0rXF@:[Fe~@މdA@-@s6$F@-w +$@b!7*z@y?_==@T.=@{@UD75Ff!=&@ވA(Q+@.2H%AJ@Q"F@."g8&~@B1jh@X)@{ì D@9!@ +HFf/|@ކkA)xؼ@.kD@t F@.ZsU,@!-N h@8r$F@[ + @ιl@Fgx,W@ރV3AoHq=o@.I. @$F@.P@ +_tx@$η@9]@;@~\Fh,_J@~gۊA4@.٤ @&F@.̽@QLX@&b\@^p@ĘF@Fh{O@x$_AnK@/3I@ +F@/@V@l?az@Ѷ%x@{T@g'j@q1WJCFi[!@pJAPZ@/QĂ{@v$F@/A6Ȍ*@0m0ĔJ@ONF@0_EGu@j@X̫@@F0@LmDDFo渚s@ hHAt H@07&Ql@ F@0vkw@~^MΦ@Ljj9@q >+@'sw@-1©-FpWE+@л;A.QG@03p@F@0NѴ@`NV<@{@P*IK@(@ߘFp]@hPA/v@0nN@zF@0;A@BFFˤ@]Vͺ@{1KG@D[@MFq6@xAjyN@0ʿ'0$@z^5PF@0N%@%,@?&@\$@f[6@ ^UFqx.u@5uA/iN@0k@b :F@0QK,@X@!( O@>'jK@Q9d@TFq؉ #@vܪ$A@0A<@KF@0]@r)@Fs%k@ =@i_)@LxFr8kH@ݹ8~AY.@1 ߱@4EF@0 nl@g@C7@e߁@pyL:{@s + 'FrQB9@ݥA}BC>\@WA@Ĕ @]FtZ+‰@"y`Ax@1 @ ŁF@15@AVG@#֡@A$B@1!ą"@ 5@F@1Ci@gL@lR@^Ҵ@?vTY@>ϾFvht@ܭ(2AAg*?d@1\@ LUF@1I\+@L@/@]@%E@$b[FvDS<@ܖT +A9q-'@1 Yo@ ťF@1|C@NQ7@5z@7e@ @ܠ@ :xFw[t2`@|{aA25 @2D+V@ 74)F@1]@h&s@r1@h@7̮f@ֶ!,]Fw,E}@hsQAhw@@2xͺ +@ ܵ _F@2a@Q?u{W@Z^?u@pf@ I@شrSFx'@RWr Acvb=@2/'@ ܨ=F@2r?@:{툡@BM>@W0^@$W0@ +#Fx{PL@<޵{Agx' @2?@ T @(`F@2#Cϙ@#scL,@*8_4@?*!@h'\@V~Fxx@(9SAA8ރp@2OQAJ@ 2[M(F@22O@ yWl@G6V@&֏Js@ڥV@AFyI:@U׼A3C?1@2`xxq@ d} 9F@2BdT@9q +g@`ۮD@we@xe"_@t,$Fy@U AcdK&@2qLEr@ tYF@2RO@m@4*&1@&Wm.@`ˑYF@\P>zFz% +[m@&6A?l@2h@ eKF@2b7թ +@W=Ә@/$)`@9=&i@KD@Gy2l#Fz@GA+q@2,b@ [F@2pŻձ@p%.`B@}%@}‡@:Χ@@561 Fz_y9@Y0A1c<@2x̅V@ YVuF@2}.|@V7n@Tt8P@zm8e@/Up@+TgoTF{4#oY@*]L>A' +4M@2A@ ]~ \F@2W#@G?@| t@l@*=tz@&x;F{hT1G +@HbANb @2a6@ fUEF@2: +@B}U.@ @Y@*8q@'\F{m:@h) AԀ@21@ qLV'F@2Rs@Akzye@{B@ɜ1@-`n@*XF{JP@܈onAPp@24@ ~@.F@2F[@B՘@3@Ƽ} g*@1+Y@/*F{kE@ܩZ9^Aly@2b`@ )F@2&@EX +@|@-W@5\Eڧ@4E\`F{A@Ȣ}cA6ԘErw@2IG@ XF@2ΡR@Iެğ@@>?@:t@9: F| ݘ`@[SAM!@2K9L@ (@"F@2r!M@N0@g̕@=@@:8@?IF|&H@ ٖ&Aԗf@2 ?@ xF@2 +~@S:791@q]@چ=@E ;@E&{TF|AH`Zt@-CkAG[@25@ z0V{F@2b@XkZU@=A@ќ@K2kF@KZF|\Qʤ@MfAb8@2P\fg@ ɸ,F@2ʶ@]"6@aEs@\@PɉT@P^F|xBc(@mؖ7A1E@2-˲@ Ձ F@2J1@bTI@Г߼_@E@U=@VF|<]@݌9UA0ln@2H$@ 6;qF@21"Y.$@g,j P@M?+@ +&@ZYaK`@ZF|jmUH@ݫ&-Aװ2O\`@2֊Q@ @F@2k@jཫ>@ؓIm@ lS@^1_Q%@__gF|ԣd@kE3A'Y@2M"@ IF@2([@m/@څK@F)@bEdd@cK8XF|,Rf@hrAn@2°#0@ GF@2ݶ@oTm@@ޠЂ˹@^SX@exN-@fB7FF}7@0-Ag3=@2M@ JF@2( @qEy}@{@Hi@h4{n@ip2F};&@tX=AGݮ@2HC@ 7 F@2 Q@qw@ю@)1@jvmO@lbF}_8=@2 +zA*˛!~@2Á5b\@ ;F@2L3[@q4@N%@^,@lSn@nu1UF}K@IU&Avga@2ño@ 7k\F@2y6@Ddo@v`@)`fme@3@KX %F}J@_eodAy-7@2nf@ "4ҽtF@2@k@Sw@)J$@(N@F,DF}5d@t@2t@ ,m=F@2ݍ#@~/b<@WL@)&yȓ@@⥓F~ +}u@ޚ8]llA +g<@26+.Y@ 1eD +hF@2 +y@y$@?zV@)8@f@` F~)6@ޫ?kݮAP@2OqP@ 5Q F@26@vwL@Zޟ@)@c j@rOF~D[@޺XAM~@2g@ 9uFF@2%Zw0@_@|Ah3@)o @s,[@=-F~[=2@:A-t@2ĀF@

@ +7j{@oC=F~m?@z9pnAuaO@2@ CDrVF@2Ԧ|p@Սum@@+}gh @0@cF~XHU@몋kA{fۿ@2ٴV@ AģF@2/%@ا @B@,MNJi@@{-aF~9tNc@G*=AjǙͭ@2:Y@ >J*DF@2'U@ܹ@ @-պ@:@`}@F~@ޯ'(A6A@2[ah*@ :5;F@2 fm@@  @-@%@D+]@E$=VF}]S;@ݪ!AY'@2V@ FTIF@2Mjc@}iUt@gR@Rk@6@6T]F}㧇H@ݍiVyAƘr@2pSX @ 3F@2R)@@͓@I^[ +@$̜M@%(,[F~$pF.@pqZ.bCAY$@2Ƈ @ [F@2&5Y@1/3G@=H@rG@ /@#&F~b { @T+vlA]ܥx/@2Ơ}#@ zOF@2=v@:V# @}e-@" @_@ĬgF~cU@7r +A95@2Ƹ@ |JBF@2Tk:;@ d0@m ؛g@/7@㼝@3w"F~i?@HA~&C@2f@ h []}F@2l> +@Y@\@t@txm@ޟ1*>F +sӕ@C-AiJi @2ld@ T\䍟F@2D@dYV5@L*?{@db@B@]F:HO@fA۷@2@ @h}F@2@c;@IFV)@=OdG@U @!B@Flof@C4ҊB  U@20@ -UVRF@2Aw@./ @.8@Ecd'@V@G4FS.Y@ܥ\B:ET@280 +@ KF@2{!@7Mu@ ?@6k @Ak @X-@Fw@܇OBf@2Q'@ D<)КF@2.@ $@bz@(oWS@bA@݃=lFŢ@h47Bgn@2j@ }({F@2B@@ $w#P@'@S@y@cBF4(@YBZBwx@2wmd@ atF@2@@ FX3d@Xu@Z@w(VQ@$@h]u-@eRRFfn@ xf3BF @2DZ3g@ (F@2@8@@ ׹@` `@k< +@c @_d3F+iB@;p\B& U@2ǽhgM@ %0 +F@2K)dw@@ ԅY +@w1T @:s ȁ@^kg@ZAFl:Q@n&B: +@2ȁ|Nb@ ͜IoF@2U@@ YXY@2v@H];=S@Y^M@Tؒ{FO,@E@BOw}+@2ӕ8@ u_F@2`+ @@ e@/bϑ@a 1@T[-A@OyvF]@p aBdTV@2fi@ 0L[F@2k]b@@ )@M {[T@5L~@OUU@IYF"Fx@>By%2@2^@ 49F@2ufl@@ [U@ʥT@gk@J(@Dg]F$^g`@۰򊜃B l@2"v@ =C޽F@26@@ VX@e >1@ܶk@EZ)@?.;F&:@ۡ)GLB8n@2ƕ8@ us=F@2@@ @@?Osu@g!@@@@:-F(.ܢ%@ۑV}6FBҗZ)@2 +u@ }LF@2NԱ@@ !F @Sn@p< 8@;ٷ?`u@5#F+H@ۂّBH@2P8a@ ueLF@2{:@@ P@d@ dV"F@2K@@ z@ @ſ;Wmi@-v @&]LF0"T@St >B%6= @24@ \QaTF@27@@ tr#@rbS@ p@(D=@! *F2-^@C$%B#0 @2>ȧ/@ TX +mF@2e@@ n"oW*@e@ -@#@n@]F4YkN8@4d_%ogB9@2I,~f@ K aF@2ϴe@@ gf @R@ +ћ7@G7@x0/F6k@$ O{BOs@2S@ CzF@2ق)@@ `o1@%@]G@`뚵@ F8T'>=@ne2NBed@2]c6@ ;6F@2 B}@@ ZRs_@ۿK@[|@3T@ HX:F:#@B|rU@2g @ 23>F@2}@@ S;w@KA0w@˨)W@r3@>F='@{cBB@2qcx@ *UKhF@2$oM@@ MG!{@F@Jq@ {̝Q@lF?@Bx^`@2{wVF@ !F@2s@@ F$C@Y@e׹@g?ԇ@Sp,FB9HE@חDBs3xl@2ȅiXL6@ N[F@2@@ @2 &@.-'@%@f܎@d#RFD7]@)^`Bך9@2ȏ-Tq@ +~F@29R@@ 9@_=*i[@ePd@ax@x{FGAY+@ڸ\=B1NJ@2ȘJ@ .)GF@2i@@ 3;]@cVS@A8@t@04FK 鉾@کWFqB&<@2Ȣ +S@ +i}wNF@2$<@@ ,\&i@|:(@je@/@=:FNe@ښ?wB,{@2ȬZ@ +@.F@2.5@@ %@L|@wў|@z@aϼ@NeFRC)@ڊr]GB7 $@2ȶ:3u@ +8 F@27^q@@ ߾@r=@~>i3@S @imFUe@{j~DWBO[@2ȿ@ +)@XF@2@kc@@ < r\@m:Z@xD@g@т^!FY1$nbT@l-BgT^@20@ +_ףF@2Iip@@ sR@i oi.@s$@+@˗F\}@\PB{O?@2ҕH@ +ӎq`XF@2R[[@@ +Ζ^@d@S@nB$d@X~@ŝrF`@MB{B@2Q%@ +ʴ8F@2[;b@@ hp@^$@hPl@5_5@ +FFdMc}+@>>RB)2@2.C@ +65F@2d +@@ %\@Y 9J@bZ "P@ U@qյ5Fh*@.GB@2j)@ +m)zF@2l?@@ !@S|Ժ@\`,@zl @ԡFl%.@OhBxub@2G@ +O?F@2uR@@ G\k +@MyR@Vc@F \@2AFpw@|,kB1(@2 H>@ +eF@2~L>@@ @H\6@PdSr@{@kFt%MRj@CAB @@2 ҫő@ +I?F@2@@ ؊a@Bʸ+@JcV@Fj1@uRBFx4@E@>bݝo@,=@UFs+b@ӳb;sBg9 +@2$w6I@ + ;݅{F@2kN@@ .@2N@8b[@u x@=F5@ČvBs*'@2-ِDx@ +z _F@2PU@@ zz@,@2fӣ@tY4@<(!@xF@ٵiOKB0c-R@26q @ +pPF@2T~@@ kv@'?@,lghr@C1@|F{"Ӥ@٦LM{BdtU@2?S.\@ +gAIF@2Vq>@@ ])@!̋W@&ujBߒ@{$l@uj-FլP@ٗ3kB@2HvU@ +^_F@2x@@ bX~@a@ 3@HB@oI(GFS^@و]:SBJ}[@2Qr@ +U3F@2F +@@ yѺ@ I2@Pf@|ľ?@h "F䀺<@y!B `F@2ZJb2@ +LսtF@2Ӷ?@@ F'@'+C@i@v%@b WF*@j"B%G1@2c@ +C9F@2!@@ ӽ@ W@;?@p1@[oAFж5e@ZYB@)tWU@2k8@ +:m F@2Ao@@ \;@܅@^U.@IXΠ,@2gFƉ@K[$B\rH@2t4@ +1U1F@2ꃰX@@ @\U@*@Bb5|@*ފRwF@="O*BxY&@2}tz@ +( 3@2ɗٞ@ + yF@2G@@ R~@ l@)=L=@(2MS@,oaF|o@3qB~@p@2ɠPr@ +pF@26@@ נw@$AJI@GQ@!} (z@BrF:lI@I_mB-׸@2ɨ@ _&uF@2ݸL@@ >@1@mI@ [8@FAd9N@cKB#N@2ɱ`¡@ L0 +F@2'#K@@ 5@D)@#@@~EFyo@ԀƄ)B@$F[@2ɺH@ 7!ҍF@2/fV@@ b@^[@=j[@>}@S0FƦf@š9ntB]F:@2_@ LF@27@@ WD@^@!@:@RFY@ضƘ(ctBz̩@2˒|.@ NF@2?66@@ l@@Kӡ@5@$YTF (ٛ@اJB<5R@26@ 't&F@2H2G@@ q@Ӧ@Z@̞@*}Fѵo_@ؙMB@2]&@ >u'F@2Ps͌@@ r@ @+W@T_@^WFY[ޛb@؊No?Bɋ@2r)@ F@2X@@ -E?@G@ @P?@M@ЛzF2a@{tmB@2@ mH*F@2`ŋ:@@ tu@@N@笢ʀG@aKF܎#~@lGL]B@G<ã@2G@ f1F@2iI@@ |ꂲ@g@ш@eDK@- F!ƚ@]wB.H @2#s@ @:}F@2qE˭@@ r~ R@M@|J*@ڜP@zwGFϥ@O.IBM\#b@2Li@ m0F@2ypk̩@@ h=X@v~@yS$o@ӸAK@B_|F?n@@mĦ|Bl5@2/@ ѭF@2 +@@ ^R7@|<ɧQ@r@ F@GVF)$q@1.nB@2@2t@ 0F@2.@@ T%P@vs@l E@91@pPFSG@"=*&fB,l@2!.f@ {@F@2r@@ J W]@oתflT@emz@%.M5@G;F#.@:BIBT|@2)>{@ rXa-F@2-P@@ @) @i3@^@QE@\F_,KN@4UB靁Y@22"*I@ i kF@2-@@ 6id@cLb?@X>5u@}o@ AFz(@BB Y9@2::@ _䀐pbF@26vo@@ ,=S@]b?@Q@M@̢oFd?#@, B)`k@2C @ VxOF@2OiwK@@ "vH@WD*w@K@P@T|Ff@eBI팗F@2K}w0p@ M`F@2b|C@@ [Zb @Q* @DTX@#D @zF';'{FhC`@ʴ:Bj{"I@2S@ Dlv6F@2h34@@ %s@K瀉t@> Z@`@s)aFX9[@׼ۭBFEf`@2\c@ : &~F@2]z@@ S@E@7O)@(!@k:vF +sdk@׭SсofBQ s@2d@ 1w DHF@2MV@@ +%p @>} @1׊ @w@dr[F Oz@מ]{B͚U@2mLVL@ (04F@2>ّ@@ +ýtW@8t@*߿@%@]NPuF[(@׏*zB&O@2u@@ w6F@2/p@@ +vBh@2>@$1(w@{lNt@VOF@ׁGKiB Fw@2~5H@ \:F@2!Z@@ += t@,q@S.@tk@N-qF9:>@r]eB 3s @2ʆ@ g{\F@2@@ +u@&P@ lxw@nY4@GJ՝,FFW@c?B UY6U/@2ʏ!9pO@ & F@2 ao@@ +̕g@ ff@9r@fO@@P4Fu@U;UB w^6@2ʗ-@ nF@2B!@@ +Ηʓ@֝6@ 9S_'@_ #@8X0\F#tT@Fv1B l>P@2ʠ;l@ F@2 Gym@@ +ӳ@JC!@<L/@Xi *@0l,F',c@7ЙB azR@2ʨ +q@ 3F@2H@@ +_SщZ@ 7y@7U5N@Q(l@(djF*lUn@)3k)B yas@2ʱ /@܂F@2ё@@ +̫Qu@$oS@2tv@I xn@!cYH@}B +B̍@@22'@c>%F@2A99@@ +l}k@A@+6@%'3@{KDNFBl-}@[kӺB +Zgm@28@]F@2I[@@ +b`&@ީ@@i5w@3aQ@ xFFv@ČlFB +! +A@27[ʛ@YF@2Qj@@ +WF@2R@Bմ@B@nZ.FJŨz6@ִ2 \B =Q@2늮@.Ũ bF@2Yx@@ +MP@v@M~@@FOR&\@֥.B .2u3@2u@fLF@2a @@ +C,(Q!@ݒ@ŁN<@:8)@? !SFS7;@֗ B T<@2dG@{ĒF@2i3@@ +8x@Dz@+_@x2@jn%FXE`!@ֈA%B {wp&@23&@qKmTF@2q.~ @@ +.ˎ@eV]V@bLa@-@@ˑx[F\;e@z+lB @2c@gʭ*8F@2xgI +@@ +$MjG@ += @v.@/@ó:.FaĠXh@k4B YXU@2"9@^.)F@2ڇ@@ +i@<@ aCrK@WԤ@$Ff @]X9zB ᵨ@2+ @T8\F@2e@@ + Sw@$L@z@\@\ pFkґ(f@N ڃB ~@248ƒ@J%.(qF@2@@ +RJ@u!@xj@T&@pFqA@@dB Bs$@2=\@@-F@2`&r@@ *#@G^SV@\(m@/5@I1Fv`@2^sHKB k<{M@2Fbq@6.# F@2)@@@ Lƌ#J@@yxx@]ĝ @/iF{Nk@$ HtB U.r@2O\@,+~F@2*b@@ ޥ@Ud@r(R@Ée@G*FmhIa4@;B =W@2Y!^m|@"!ԃTF@2D$ި@@ x@';U@j@2Z:@m;F'0@B {u@2bO@Ws^F@2ok@@ a@}SEQ@br@}@h9hF3@3SB }@2k/e@ $F@2#@@ ޚ@vCW[@[Co@՘@yLFh_@끤/B ;\N@2u3NX@䍙"F@2C{@@ 0bY[@oh@S@@@p򮏀F bm@sB f0 @2'.F@.%F@2Ǩ6@@ E(@h}%@L"Gz@g '@hFCmR@p0B m8P@2ˈ6<@i pbF@28y@@ fL: +@aY1@Df@.@`ʶGF;:@ve֜B z+@2˒]S@z:F@2ւ>O@@ NC@Zַ@=]E@D'@XŒVF +C@ճeB @2˜#@M9F@2}@@ :K@S @5z3@d@Pw_ZFc~"@ե׏XB\[@2˦J]@=ƐF@2bP@@ })眷@L( @.x@~5))@HVQFI~@՗ǮPLBA*@2˰a@1HF@2l@@ sWd@@EJ@',@vu@@olQF ſ@Չ c4@k@n#peu@8y6FEU@|0 S(BwzɊ@2Ńއ@nF@2?Fc +@@ _ P>@7( @? @g4V@0^Fe@ns{7B)4b@2K;@, +F@2xa@@ S @0)@y\@_B?1m@'VgF 4@`~+B@2͊/@Խ-F@2 {y@@ H^@(&(@M$}@WKyOt@zmo^Fr@t@dX@GYPW@%6FC@7V}a'@@ Ƿe@Fv@ڕZ@'d|@_F  @\B5#\@2*6@U*6F@2GJW@@_@WU@q@c[@n5Fe@&!WB7Q|@27B@KT n6vF@2PjF@@ɟ@N@6@c m@5uFfdW@,>TBO@2CZ@@W.F@2Y]@@Zh@@eA@bCZ@z`/F sFK8@>jBhUV@2PʣV@6*jZF@2c?<@@T;@5ؽ@#@a$4g@_ƹF(_n9@̏ѫFB/y@2^@,7uVF@2mz@@]@eH@eLy@_?i@ƒdZv$F0Vt@ԿO%9iB[kw{@2ke@!՞:F@2w@@):@5@KZg@_@F8Xlc@ԲHWNBAl@2yHw@r+EF@2@O@@dgh@4)D/@#@`Zr~*@sF@j(O@ԤuBR6S@2̇/0@ *F@2'mz@@ߊ@ w@Uѐ@`ey@yFHR8$@ԗɡBtߝ@2̖4+@ F@2h{@@d.e@sJy@@cm@ +TFPg!%@Ԋy&B枿@2̥@C /F@2Ȅ-@@g|}c@d@ z @h^FV@/FXzη@}MdBm҅@2̵@p~1dF@2\F@@j9@UY|@}T@Sj@xFa @pW]B1ϡ@2齟f@t+F@2QC@@|ש<@F9[@{dX3s@ +qw@dFi`*@ccXBJq@2^@ xW)F@2ŷc@@vZ@6уZ@sP@c8v@~aFq<@Vz~Be<^@2@Π{kF@2ҬV@@kjUF@'t3@k7@z73@u?/ +FzP@I;B+n5>@2JL@7coF@27X@@_u @u@cPS@6R@@l@%(@c#+F̩?Y@/ӽˏwB;@2" +x@b6F@2y@@HH+@yo@S`G@UJ@ZF7nW@"@sBΟ3@275+e@DܱF@2 [ae@@<ȓϡz@1m%@KS@p>@RAXxFDl6@/V2Bji@2MV<@YJF@2.@@1X _r@H<@CI[V @3@IUJF ҇-@ jWFSB_|"@2dF@2?+@@I@sј@35RoZ@|i[@8 #F=nG*@v8B:u@2͙7@{M'F@2S @@Oo@BT@+1Jt@tp&@/R#'AF%@QߪEBV5PM@2͵ d@p*XF@2gj@@@cn@#1m;@lM@&WFIre@ְ=Bq@21b@f mF@2}n&@@@X@4]H`@doq@F @t&B @2K@_6F@2%P,I@@>y@"@P:@^9c,@:fF{$@֫@E1F#@ӕ?H B7@2ζl_[@0Hv!F@2 !@@ @@d@~}O@9^@dgF%g@Ӎ$PBB@2.c@)BqF@2>7sO@@&I@6<uk@D@4P8\I@KpFo@Ӆ :B):歠@2 #y@"aF@2_?~@@iK@-A #@@/$iz@oU5FƓK@|]B;X~@2?j4W@-aEF@2&6 @@pK%@#Ns*[@{Q@)7dK@߻FT׽c@t'hBN:7$@2zx{@â!rF@2f@@@s;@sO@$S8f@oyF q@lB`C@2ϻ@^F@2#@@A2Y@0@@ !@uZ'F3o@d_Bs(]@2 :@e~npF@2fd@@Rd?s@ X#@Z@o@栂[F@\@ɪ@O@i2Fb @Tm Bz@2]͡(@}ANuF@2L,@@D1W@ )Y@yV@%O^@XvF}p@Ml\B |@2:j`ݓ@&9F@2@@~ʀɱ@ i,@l-@ +S@2F!Aa@EBh@2ѺwC-@݈F@2F@@@xC@ 㮇@~DuE@$27@`~F$UC@=AzB͢qI@2E߈@(PwF@2GQ@@rOY#@ kQ@trr%@KG@&X@X O?@uu@5F2Ng@@vBVָR@2Y92@F@2|W{@@XT_(p@ |@O6|-@Ӏan_@&6F5i9偙@aaeB'b5y@2ՖY@CF@2@@R{#o@ ;2@E8G@2gG@[BF8O"@5XB9~ms@2Va@Q%F@2&@8@@Њ@ g @ 4(_@Tf9@F`QFIs1@֘BWFM@36bG&p@o;F@2wصm@@Qq-@ q@ mj +@ +q@']Fb8dOX/@3QB @3PVuk@9CF@3JbX~c@@-,b@ i&R@ W0f@ x`@hvF՗W@ѻD2BuX@3f@e)AF@3J{S@@g@ >l]@ 4@ b @SCؐF dj@ъǪmBuq^@3xUI@3AF@3Jj@@yzm@ +jrb^@ OP]K@ 5Y@ ]Fig8_w@ZzBVY-Š]@3wи@{stgF@3$@@Xb@ +4$@  J/@ e]*@ "; _F(B@*jB0Lj@3@adVF@3-@@J@ +N3@ ۱7@ b"f@ B6%Fa}@iUׂkBl7>@3 s @@A*zF@35u@@o@ +߽@ _N`C@ [^@ m2CwF%5=@vBϯ@3P @q8̲D@@;_+@ }tE@ Ug@ nT@ H0F`gJz@ЋD^5BFoD1@30L@:L }F@3Fڷo6@@w~@ aQm1V@ +`}@ 5El@ 1"Fk@S٣AB,Zf@3Z`@r@rF@3NG2@@;:@ 4K@ +Zoq@ +/}@ Fz^bF2a@xBzc^@3ҕ6@А|F@3U[t@@*v@Z*"@ +@ +cG5S@ toMFuRA~@u.!3B :WHί@3d?+@|u1F@3\N?@@ͬ@n,&'@ @ + QT@ ZKCF#Jy@_1[B BKow@3j{h@d:F@3bSIT@@QY@!\@ _ЩԽ@ i7Y@ +iMFLUf#@-?8)B! @I@ B)@ +񢹂F^Z@"r[B"L@3BR)Q@F@3r@b@@荓@;@k@8-u@ dF9y8@ͺՁURB"^^:@4+@ BF@3v␁/@@͞h@%@Ƅ@kSoOX@ Uz'G`F܀E@TݷgtB#ip&@4 + +@`!kF@3{@@@j@, rF@3Xґ @@mBF@^n*@@~BNҭ@Ȕ2>@'Fަs+@̌y"B$\a@4^I@U,UF@3"D +7@@;՚^@b@/׳LU@wY2@M0}F-@ @@*$B%1/%@4@,! F@3@@@ %?3@N[/@o"ZV@'wcd7@N]FFm|z޶@ɒͫ9B%9LV@4 usw@ >ZF@3Dt+@@D\<@ sO@@,|L@8xF]@i٭,ςB&tsB@4%T 9O=@`: F@3Hpk@@]0@@F@Jf:8s@D.@K9'Ft=@ [ eB''@4)@-}Y^$F@3D@@ay}@.3^@-^0@:lrK@?pF +q@ʮB'w@4-IN?~EF@3-@@[ Mp@@?F @ph@ LFHɏ<@QO;B(zha@41IϘ? +F@3^@@/ڟ@m 4,@gI @=h@K|aF*b>9@*i{B)/1@45IDo?+`x5F@3er>@@xP@(Ww@JB@R لO@+F ~Q@ɝ[N@"o@|LF6@EYB*"M.h@4;A{?c$1F@3o :@?wFe@Ï6@×@w@P]R}%FzK@ƔQB+msfڽ@4>'b?|F@3cWd@?**7H;@_E@B+J @o;E@u7e[FY.@ȗMrB,6~2 @4Ag];?WcF@35@?:?#S@Kfn@@$vm@0NjzFNf@BwmMB-e8@4DU"I?7nF@3)3@?|@fA@JM,B@JF@Yp;XnF Er@y2\B-C?/@4FQ9?I{^F@3 +o@?QP3@!?@l@o^@I@ !F#@Ǜ2QB.Sш9@4I5®_?oSF@30kt @? A@Y@%\b@Gn4_@F;}6F!p{|@IV%!B/⛓g@4K"S? +C0JF@3i@?x@7@@.sC@gve|F,y4@&({9B0=i0@4Mk?IWF@3w@?Su?5K@lDq@]#@chFo!m@ +Ge DB5rq@4\m?U>F@3*̈@?7?@/7@ʮm@^7Fqq@Ě>B6 $Jf@4]lק?l3F@3T@?:+Җ?zZ?ؑ.d?׬]?ӡjFsg/]K$?qw?K?w_Ftqׯ@H<'B7@4`?GT59LF@3lx@?}?w(y?G?T"(V?OSFt WU@·]EB8+H&@4`' ?#NF@3N &@?q ?jkד#?)G?Ry\?uFs B@vYa=eB9G"u@4aS>$?ЏOF@3I^?H@?ک 0?aQ w?E6 ?m?`ԍ>B<]SY@4c{u??~>F@3w<"@?@NC?9^$=?`;\?m?b>D[cFdg2`@Yl B=@4c8>?@ϥ\F@3&ߤA@?k?*??TYt:? ;n?\+F`g@HS{ B>O@4dfKu?KDF@3F6@?#Kv ?3xu +?, ?'??qk3F\bfi@]B?fˉ,@4daF?`GF@3-t@?<|m?NW?uo?S(0?Ez 5PFW@SbB@!v!@4dg? g}-F@3G$7@?{M?UL&?:?w? FRZj@M_B@Y @4d෡V?ẈF@3N@?~a?RZӒH?͚?0? 4qFLz(@7BAX_@4eӥ_?a !VUF@31~@?&vH?,Kf?5[p?at5n?Vc>FF  @XBA{M˱J@4eNK?q1|F@3M݆@?Rg*?Fx7??b??$gF>'@!=BAu@4eqx3?r$F@3D&״@??jtv?_?e' ?\qF71@Y#BBp"$@4eU)?ClF@3 2+SR@?Qڒ?=p&^?ԣ?K?"TF.4@ )BB﩮4@4eն?(S=WF@32 Q@???%?aP+?y 6M?,F%C@/BCqk@4f? w?F@3Oa@?a yN?-l8?K*?LNce?ձlF( 9@HBC*&u]@4f)YA8?RCbgF@3bV@?'iȵ?P3?<D?!'?~3=F J*flj@*=BD|QAbdE@4fN=?\F@3+iW@?".I?~y?6 ?ڣ ?-LhfsF @%m BEw6@4fq~ L?m*F@3>@??3?;ly?,\?9F眿v@!cBET @4fsёD?0HGF@3u:@?53?8t?F?lj!0?3߮Fլmgu@>VpBF p@4f( +18?,BF@3$OE@?o +?E(А?S?Uma?2{pQ?R!k\6FaWeA@*qBFr+@4flE?f +F@3fc T@?w?| w?_!\?m'?%:0OF&ejD@OLABF@4f'?]LF@3H R @??Y}@h?n9ʝW?d?i tF"@zQ?DSF@34얰@@A=;?Zݙ[?' P?"Yo?CFPk@򬩯^BK9 +@4g- +?6acF@3`@@ry?5L?>UJTO?y\?͜.FD@X"BKK @4gY$?eF@3'+@@#eF?s12?ZP΅?3gG?ZF9I@N}BKb!@@4gZ?FsPF@3@@@&m@ kJگ?z?;1?R LF.Lj@U!BLfJQz)1@4gp#?$DF@3ֽA@@$v(@D +]?8?5}?cF$I)G@!*6otBLIJ@4g˗!?}ȌtF@3h@@V=j%@rt_^?j?Y?|F-/Q:@=ZZBMR8@4gB V?r"F@3C @@M@j?u?']?V~z +FYz@wl՗BMM@4gPZU?.)XeHF@3&8V@@̈>@^ +?:?#`?2;F 3v@qF@3'$@@91@!*qC?7M_? +I.?R~nF'@UQ%,>BNU@4ggV?HF@3s"@@SpD@Z1?@w? ?FaӁ@#aBOF15K@4gޮrL?սF@3`Sݏ@@'΋@Q+J?_o{? as?nԠFMB*@BOȪ0@4gX)?bZC^F@3MJ@@~7Zk@ ?$?A?PF-UX@ \yBP&_04u@4g:?(F@3;!>@@D;(l@g ]?Q|?U ?oRFv@~ɞBPisx@4gCY?|vSF@3(++(@@kC@M|p\?ߠl[? ,?cڜϲFО@_BPp@ p@4g ? dF@3W@@i@b`0? w&?(JoKI?D%y1Fϋv@/;CBPoN@4h&?-?}3.F@3@@ph@ ?/)?,x ?#\bF1$@HgBQ:d@4h _q??A?+yJBFF^@BQʗV@4hS?}ݙyF@3 +@@~r缀@c?ı ֽ?SRns?r :F:4@te2BR9@4h"AyOBTyw@4hUV,?զf(W'F@3tHRY@@ +o/@mH'@@ϫ8L-?K'?/O8F#Cm@erBTl4@@4h\~?'ϭF@3l)@@ iyD@_/@0po79?Ub?׿6F O@'GuBT~@4hb +=?U+F@3vʄ@@ .]@'r@7?Ml?LFS[8j@/tBWF)L@4h?hj}F@30yN@@6;AcD@ 2Ot@K+?Q?c[FGbT@}BWd?[@4h# ?ZOF@3z@@MT@ p{@Sd\?ԝxpO? 6*FD>o@VBXpr@4hB?Ǐؘ͞F@3@@I@ Av@<$Ƥ@ P?egFCgq@1<@FwK݅/@?@!> ?"OF9 +E)@79;aB[=Б`;@4h?M%?.BV F@3 Ng@@[TZ@&@g@R^'?NۿF%@kB[S*@4hKL?:#F@3ׅQ@@Gֽn@kɁ@a{2ȵ@@?- \ No newline at end of file diff --git a/Test_Plots/iso_7.00_0.00_01000_m10_IBprimary.fits b/Test_Plots/iso_7.00_0.00_01000_m10_IBprimary.fits new file mode 100755 index 00000000..8f734e90 --- /dev/null +++ b/Test_Plots/iso_7.00_0.00_01000_m10_IBprimary.fits @@ -0,0 +1,842 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 105 / length of dimension 1 NAXIS2 = 4968 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 14 / number of table fields TTYPE1 = 'mass ' TFORM1 = 'D ' TUNIT1 = 'solMass ' TTYPE2 = 'L ' TFORM2 = 'D ' TUNIT2 = 'W ' TTYPE3 = 'Teff ' TFORM3 = 'D ' TUNIT3 = 'K ' TTYPE4 = 'R ' TFORM4 = 'D ' TUNIT4 = 'm ' TTYPE5 = 'logg ' TFORM5 = 'D ' TUNIT5 = '' TTYPE6 = 'isWR ' TFORM6 = 'L ' TTYPE7 = 'mass_current' TFORM7 = 'D ' TUNIT7 = 'solMass ' TTYPE8 = 'phase ' TFORM8 = 'D ' TTYPE9 = 'source ' TFORM9 = 'K ' TTYPE10 = 'm_ubv_U ' TFORM10 = 'D ' TTYPE11 = 'm_ubv_V ' TFORM11 = 'D ' TTYPE12 = 'm_ubv_B ' TFORM12 = 'D ' TTYPE13 = 'm_ubv_R ' TFORM13 = 'D ' TTYPE14 = 'm_ubv_I ' TFORM14 = 'D ' REDLAW = 'N09 ' ATMFUNC = 'get_merged_atmosphere' EVOMODEL= 'BPASS ' LOGAGE = 7.0 AKS = 0.0 DISTANCE= 1000 METAL_IN= -1.0 HIERARCH METAL_ACT = -1.0 WAVEMIN = 3000 WAVEMAX = 52000 END @!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@ LYt[D\@$rcMAO\@cqTF@ LYt[@@G3@ +0 T@ P~@@ u@6b`@b6b]@ @ |@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_?$ȟ@F?$ȟ@@@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@<JwF@<Jw@Y@3ݗ+kF@3ݗ+k@Y?ffffffF?ffffff@Y@;:hF@;:h@Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@<JwF@<Jw@Y@;:hF@;:h@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@;:hF@;:h@Y@9p:~F@9p:~@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@5F@[C1B*[Q?1F@ &k@?mlf@D.@; +@p@Cڪ@6F@vBB6C0o(?vf9F@"?l5@?tH?$?'hr?j$?ɛfk@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@5FW<5d@W'iB<<@eByT@ ̷D@@Tc@pa@[:5@Sܩ[@eļ@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@7F$cK@t&SBj9@|uST@!@ ,k@@KK@:OΕ@xnmU@øM@p.@ LYt[D\@$rcMAO\@b?F@ M{j8@@@ cc4@/S&F@/S&@Y@)-F@)-@Y?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ?F?@?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@5FCT[@dרjB406J]?ܬcN F@!*BC@?r;V?W(?Ǣ +?c'yE?>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@9p:~F@9p:~@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@5Fc qT@!MkBBQU @6{ޫF@ ƼS;@@<%M@ c C@ׁ@ q!tM@ + @6FyGnV@ܶb84BTY@@T@ ; @@%#(@59@f@rD_P@pEz@<JwF@3t@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@0Fmy@joA1@nF@/+ @@f@@@Z8@:QH@=@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@4Fڼ@S"aBh@]V?8F@#7@@FE@S3ؕF@ 躈@W{d@.5Y@6F +@2؅B8Q@$MDTF@!$6e@@>@Htg@$@w@ + @ LYt[D\@$rcMAO\@cqTF@ LYt[@@h@su@tT@ppRg@?oF@?o@Y@.Fg"0Eo@ݚ+ZAc@G~F@-Q@@b/@co@1j@s"Gs@xJ@5FB/@"%A@O@ +jLT@1;.^@@{x?@DpF)@cl 9.@m>lA@}۫iZ@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@6F[3@06bB$d傊?D~(F@"M@?$^u@r@ @(ZO@]@L@$F@&LC@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @;:hF@;:h@Y@;:hF@;:h@Y@;:hF@H|_@Y@;:hF@47?1n7@Y@;:hF@;:h@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @0Fmy@joA1@nF@/+ @@f@@@Z8@:QH@=@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@;:hF@Gw{@Y@/S&F@/S&@Y@7F?A@噍WAf @ ,QBvT@#{Nʗ@@ @ĝ@3@@mS@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@1Fr@ĚAx+@@ F@0\(@@x +aj@z@Ҁ^@ 0lCu@ H<^@ E:^@ b9rA򥥣@pXF@ U=@@#@% +9̣@$P6Ʒ@%"% @%kS@!F5jB@6*A@*@IECgF@ a@@9@ ::j@ Rs@ E-"@!6PܢN@?oF@?o@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@CoF@Co@Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@7FPVX@ˮ1dB,6Rԏ?QKOF@#t}^@?T2Y-`@# +t@jZ^I@@ Ž@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@7F?1@3id XBGH1;?rrJF@;>=Ć.@? +/c??x?>j?%z&N"?Q ?ffffffF?ffffff@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@$F@,!Kr@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@1;.F@4Q@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@)-F@)-@Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@6FF6C@ȭlvB1dvd?ST*F@")y}@?kĬ@Jpd~?5͍@td@o`@ "(2@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@4F%<\(@jGpGB+N@&;mDF@"&2@@ +6(@|W@ge[@0@?@)-F@)-@Y@)-F@)-@Y@3FHY&@s4 B+*?~U?(F@2*0@@b&@HjRQ@(x8(@Ҡ[@~<@3ݗ+kF@;@Y@<JwF@<Jw@Y@4F9q@GB`@ F@#9rGE@@xs0F@ n7@ 5/@ >T\@^\;j?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@$F@$@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@;:hF@;:h@Y?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@/S&F@/S&@Y@$F@$@Y?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@$F@$犰ȊH@Y?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@5FGp,@*B!~RJ?L@3LF@ ̢@@7vWE@G@;4z@X1']@ 1@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@?oF@?o@Y@)-F@-G!<@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@4F{:bp@lvk Aԓ;&@pT@ N@@WF*U]@ J@ȇc@ B,@!ZZ,oE=@*FY :@[oAШ:@]!}F@)9m @@5.b@CGi@{|˜@Aq&@ Z@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @;:hF@;:h@Y@;:hF@;:h@Y@5F|ZN-/@M=ZA/yh@.IT@/x^@@!m@$ffj[@# [@$ @%6$;@N@*FY :@[oAШ:@]!}F@)9m @@5.b@CGi@{|˜@Aq&@ Z@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@*Fsm0m@;q+@LJa@`a!@ @C@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@3Fw%0ͳ6e@'t#&QB[a@ +]F@)@@K@^w@Vi P@BiB@3'"pJ@9p:~F@J4Ck@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-?ffffffF?ffffff@Y@$F@$@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@2F~9ܥK@#lLYu@@65-@"gf0@! h!F@" /@#7#_@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@;:hF@;:h@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@7FJ@ʢtoB/(?=a`d=F@#!"S@?xvm@ r#@[4@I}aiW<@>@;:hF@;:h@Y@ LYt[F@z@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@5F8ӮN?@=B x?.HF@ $_[@@ +@@@j~#@ L/@ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@3F>@JS@ +FEB!-t@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@ '76F@ '76@Y@,Fh;J@2ݹA;@UETF@0Up +@@/Za @cr@`&@@@|B@ y2z?ffffffF?ffffff@Y?$ȟ@F?$ȟ@@@;:hF@;:h@Y@5FB gAduKAG!ￕ@k-T@>W@@"wv؋@%Vpm@$@%Gӻ@&&-Xx@Y2D\@$rcMAO\@\K* & F@0+@@<=KC@80,/@:nb$f@7?M @5˼I?앿ExD\@$rcMAO\@}rZF@t2@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@;:hF@;:h@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@4F~K05@?PHAز(fK@.A-JT@%&@@} @9@p8(8@2 +@ ]\N@ u[@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@;:hF@Wo@Y@<JwF@<Jw@Y@)-F@)-@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@<JwF@<Jw@Y@<JwF@<Jw@Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@3ݗ+kF@3ݗ+k@Y@7F!Vc@c5+Ajg{@`L>T@}A5@@ ҏ@#jO@# 0A 4@#.@$F @3F)ڿ&@z;WcBtp<2 +@펎SoT@cs@@ M@I@^@Wg@ZpQp@W@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@$F@*zB9C@Y@)-F@4hy+@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@/S&F@/S&@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@)-F@)-@Y@ '76F@ '76@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @3FUٚ@dB%y@~kHF@ &l!-@@ ^@!!@ @k @Z9@;:hF@TM@Y@)-F@+ y@Y@7F7j@Q B0wQ8?zx!2F@#6e@?@xww?}0M@ >c@QkO@(FR*ِ(5@ca3A4@B7jF@'yЦv!@@>{@0z@XŃ@iR?@l@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@7Fnl@;܂tB 7v?MWF@"@?j@C$Հ@@B@bF@?oF@?o@Y?ٙE%J@lg1AJ^q@鍈F?@@5e҄@3F~ ?W@4Յj@2i@1Pzs@5FTL4@HZsPlB FN?vF@ qj@@>@@+[@͖u+ @ R@$F@B&@Y@<JwF@<Jw@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@/S&F@1@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@<JwF@<Jw@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@3ݗ+kF@@-"@Y@0Fmy@joA1@nF@/+ @@f@@@Z8@:QH@=@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@6F2Cw@}J@B>{B@JܛF@ +D @@=1+@ f\N@ и,.@N$@96@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@3FsoS@⡰>nAQlU@)3F@?4.۵@@ `#k@=U1@ W@c@ P@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@<JwF@<Jw@Y@<JwF@<Jw@Y@?oF@?o@Y@<JwF@<Jw@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@.Fg"0Eo@ݚ+ZAc@G~F@-Q@@b/@co@1j@s"Gs@xJ@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @<JwF@<Jw@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@,FuRnD@@AV}Q@Z-(FF@4앿@@qP@y@j@eNO@q@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@2F.+@z48A>QG@PF@8+U=@@I@K@YRi@ET@ [@@֯nUs@"QL*U@"#M@# \@#΢H@)-F@:>WS@Y@;:hF@;:h@Y@3ݗ+kF@E@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@;:hF@;:h@Y@1FT@WC*pA5Xh@rn +F@9&'|E˼@@A6뚗@@e1@?A_@HnM8@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@7F2nh@ڷB1>-?V-O;F@#VjUp@?AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@Fc @YAAڳ/;ֹC@lBvGF@R&V@@ L4@"N˜(@!^_@"yr_@"ă @(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@7FE*D@3JAâ(}N@ T@>P@@ u@#o3l@#k^"@$0@$,=u@3Fq<ӆ1@g"'Ah@ IqF@#lGG#@@T}˃@-c@-ad@{@sq@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@;:hF@;:h@Y@I1F@I1@Y?zSHF?zSH@@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@"F:JDk[˞@Ù/A0@3pbmF@!m@@8hi@ :A@uazD @ mS>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@;:hF@;:h@Y@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@<JwF@<Jw@Y@;:hF@;:h@Y@ '76F@ '76@Y@;:hF@;:h@Y?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@3FU@rdBCH@F@ [Q@@7[@Y(l6@*|@e@V @0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@<JwF@<Jw@Y@9p:~F@9p:~@Y@/S&F@/S&@Y?0̼,F?0̼,@@<JwF@<Jw@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@@CoF@Co@Y@ E:^@ b9rA򥥣@pXF@ U=@@#@% +9̣@$P6Ʒ@%"% @%kS@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@$F@$@Y@)-F@)-@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@)-F@)-@Y?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O?k"ɁF?k"Ɂ@@3ݗ+kF@3ݗ+k@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@;:hF@/U!@Y?F?@@Y2D\@$rcMAO\@[AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@ E2@*A nO6@1[F@ ;@@#DG 4@$pp@$eD@%3zx5@%gMT@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@$F@&kv@Y@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@5F/@kw AR@ +WЫkb\T@h]k<@@ _Dy@}c@LNg(r@JH@9ׁ@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@7Ff-@]3BG'[@/ι"oT@!*@@ +@ <"N@z%Y@ne@wg9B@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @3FM5E@Ti@B|j@F@2a(9.@@Uo@`6ɟ@]@z }@j.vЁ\@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @4FL'j@=xP4A vl@(d1QT@ K@@m@Us2S@v4E߇@97@L:@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@7Fa@tBn@ƟT@!5Q֌i/@@-OĢ@2B@d@`QsV@c@EZ?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@$F@%'< @Y@$F@$@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@ LYt[F@ 7FoP@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@$F@$@Y@<JwF@(-U@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@.Fg'Ȋ<@ݎiZ|nAtXV@?ØF@-@@ֲ@Tz@H^ m@n^T#=@sY8h3@6Foq-N@ADB$>d]M?1ӅF@!Y@?m)Kn@˞@kJg:@WY@V]@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@$F@$@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@ E:^@ b9rA򥥣@pXF@ U=@@#@% +9̣@$P6Ʒ@%"% @%kS?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@;:hF@;:h@Y?ffffffF?ffffff@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@;:hF@;:h@Y?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@;:hF@;:h@Y@ F2)P@xhYQA-2@D)F@=@@nBb@ 6G@ O?;t@ ,@!l{@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@1;.F@!\,@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@4F+@%i@FURAݶk@ԋ@hɒ=T@ >!@@&F0@9=@-d@i© @#@$F@8r(@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@1Fr@ĚAx+@@ F@0\(@@x +aj@z@Ҁ^@ 0lCu@ H<^@3ݗ+kF@C;L@Y@;:hF@;:h@Y@/S&F@/S&@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@;:hF@;:h@Y@2Fw_@{i5AOȾU@ KF@1`A7@@_į@ot +8@jbRrG@;bG@kls!@<JwF@<Jw@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@*FXtF@3~z+yA@Z] ^F@)@@?bpo@qK@*@)ȯ@!cϊ!@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@9p:~F@9LX@Y@4FyH@d(A3m-~@Ih:|T@~($@@ +]t@ft7@K_@Hأ@x@I1F@I1@Y?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@?oF@?o@Y@5FC@EwcA0"@Yo kT@ fA@@Z6e@SMd<@@c@ؘԮȨ@ ydi@9p:~F@9p:~@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@$F@$@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@?oF@?o@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ?ffffffF?ffffff@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @ LYt[F@HN6@Y?EcOu\X|@drD?A^@^o9F?@@0M$@/?,@0?nkV@.j@-Q @&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @5Fzg@D.A*?6@pvT@;@@|d@"07V@!z%@"ri@"iw @3ݗ+kF@3ݗ+k@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@;:hF@;:h@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@$F@9ul@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@\O?-?Ph0]@/+!u}@[4@<JwF@7"Sn@Y@9p:~F@9p:~@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@$Fsxl@ /5At@َF@2xB0@@j:@Ӫ[[F@@H@U @)-F@*a"S@Y@4F3Sտ@'Z.(B <؋$?ء s\F@#Pr[@@U8_@ 724@ɪ|@ op@ +h +?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@CoF@I⸥[B@Y@$F@$@Y@6FH@͡@xh,B'q_?zP];F@!< @?vp@ZsO@ۊb@_-@H +@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@/S&F@/S&@Y? QrD\@$rcMAO\@a F? Qr@@;@87@:Rp@7l g@57$@@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@)-F@+E@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@;:hF@;:h@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@)-F@)-@Y@)-F@)-@Y@)-F@)-@Y@9p:~F@9p:~@Y@?oF@?o@Y@1;.F@1;.@Y@<JwF@1Krz@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@0FqvA\0Z@XAae@u$uF@1C3@@ZY2@Kz5@yC{2@f@@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@$F@3ThM@Y@3Fy[F@7XQA[1PD@⓲.oT@&Ԁu@@q~k@e)}@=@-@),@/S&F@/S&@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @(FR*ِ(5@ca3A4@B7jF@'yЦv!@@>{@0z@XŃ@iR?@l@;:hF@;:h@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@?oF@?o@Y?ffffffF?ffffff@Y@$F@$@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @$F@$@Y@7F-L@>YB(7?ivF@#uMU@?I'%@-F@iN/_@YW5@U_@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@ F2)P@xhYQA-2@D)F@=@@nBb@ 6G@ O?;t@ ,@!l{@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@1;.F@1;.@Y@.Fg"0Eo@ݚ+ZAc@G~F@-Q@@b/@co@1j@s"Gs@xJ@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@I1F@I1@Y@;:hF@;:h@Y@$F@$@Y@$F@$@Y@5F4 l@&B5{@˼P +&F@ *@@#.M@ +o R@kg@ +AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@)-F@)-@Y@)-F@;/`,@Y@$F@$@Y@)-F@5TA"@Y@.Fg"0Eo@ݚ+ZAc@G~F@-Q@@b/@co@1j@s"Gs@xJ@3F~@^B4.3S?]F@&N&Ԁ@@, @P@3O@My +@9@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@6F@g!B!6P?y;_F@![W@?eO@r-@UQS@Dl@pV)@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@ LYt[F@fZ@Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@)-F@6i1eә@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@3Fdt@UB >@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @ '76F@ '76@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@,Faq*7܂@ݖcjBA !@}6F@+L@@$@Gx-@(ژ8c@ !@ݼ@6FfhG J@Ї皞B#Oa?yNF@!ָ1f@?ATm@F`Z@fI@V +m@,Ĺs@<JwF@<Jw@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@/S&F@/S&@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@/S&F@/S&@Y@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@CoF@Co@Y@)-F@)-@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@4F{@99AՎ>@tsT@Qj@@r@ Vn9@a5pS@ kK@!&> @ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@/S&F@/S&@Y@$F@%=%@Y@4F+QifT@ЀeDB=G%@7:NF@#F^"S@@%ZҸ@ +Zbǭ@ +g@ + @ '@?oF@?o@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@$F@$@Y?ffffffF?ffffff@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @4F mB@>;wRB/:O@ ="F@?0 ,k@@m34@h7}@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@.Fg"0Eo@ݚ+ZAc@G~F@-Q@@b/@co@1j@s"Gs@xJ@Fc @YAAڳ/;ֹC@lBvGF@R&V@@ L4@"N˜(@!^_@"yr_@"ă @$F@%Jo?R&@Y?ffffffF?ffffff@Y@4F@ܮ@y,1B-A`?%q +F@$0>-b9@?:>u@lB@Uy);@P5@9Irv@1;.F@0vcOJ@Y@&FL;]@ +&A_~@hR F@%`sW@@N q@hwzw@-+@/{)h@,ynhc@?oF@?o@Y@?oF@?o@Y@$F@'K]d@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@I1F@Igb@Y@;:hF@;:h@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@4FqA@JIB@f{?аF@$1eә@?C6h y?x,Q?d'9f? +?%7!c@)-F@)-@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@3Fz] ۆ@4GAMo@>T@?@@';3@iYh@ʆO@\N_V@u[_@)-F@)-@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@ LYt[D\@$rcMAO\@cqTF@ LYt[@@J@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@3F~\S@9ƂJB,x)?0!F@2&V@@@Vv%@RlN@iuI@Wr@=o"@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@5F8Oz)@2BS0@4F@ R~R@@@ѐ@ H$W@ K@ @ W@;:hF@;:h@Y@1;.F@ \@Y@6F W+B@ǒ˫Bg|oQ@4T@ ҉@@ Wya7@M;J5@6s׿@_) @jpR@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@/S&F@/S&@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@;:hF@;:h@Y@7F5s@ acA@ 3}T@d">j@@޾W@{Bfܞ'@4Li@:d{@C],{@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @?oF@E{@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@;:hF@;:h@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@$F@$@Y@9p:~F@9p:~@Y@5F^t@%,B@S%?rJvaF@!Cg@?7e@?6$? +j%?I?S?(@.Fm>@ߢX[A93'4@XF@0d +|[@@.,ƨ@ξ@W@Zl;@P@/S&F@/S&@Y@6F1@CK"9Bw@vc T@ np@@~E@@GBU@u@A@@=dO@o^@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@)-F@,^@Y@<JwF@<Jw@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C?ffffffF?ffffff@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@4FE@ʏ'GB']I?jX9F@#:hA@@3`?J@3G@ ++@+BFqX#@?jU@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@4FS^c:@㰒g:Aι@ l=eT@ %;:@@H|@Fe@ +ࣳ@iD`/@ӎtZ@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@<JwF@<Jw@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@;:hF@;:h@Y?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@/S&F@/S&@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@9p:~F@GB @Y@6F3@`AB^M@ c;T@ȟ@@@o@R@ӷ4n@{k@@0Fmy@joA1@nF@/+ @@f@@@Z8@:QH@=@6FFg/ʔ@ +sNB+l׬?,F@"N0OY@?q;o@thbF@d,@f*@~-P@3F&Kj@6RAɟ!N)@ cPT@fI@@m@~{ש@z0@bЁ-@.xV6@5FBn_@-o,B>8x?߹j`F@!9nX/E@?C%,_?_S?(¹G?&a7? @/S&F@/S&@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@/S&F@/S&@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @2F{Y2Hq@AQ8@ l>)=F@3]|@@ <~@Na/1@2@7T11@%1@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@3F^~زA@#UNqYABf`@ d}T@hۋ@@J̙¢@]@F19q@Wv3@pӮ@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@;:hF@;:h@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@;:hF@;:h@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@3ݗ+kF@3ݗ+k@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@;:hF@;:h@Y@7F:a@#{B4tJb?7˪ F@#[v@?t4d:?>mi~U?Wϵ?zFIP?AI4@/S&F@1eәo@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@ LYt[D\@$rcMAO\@cqTF@ LYt[@@@?/u@z@qJ?@x/@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@4F@ݎ&e B fo@ٟF@"\cA \@@ )@Ώ@? $@,5@fØ@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@<JwF@<Jw@Y@$F@$@Y@)-F@)-@Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@<JwF@<Jw@Y@;:hF@;:h@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@4FTpp@iB +QW\@ +F@BSe@@.ޤs@ĠHg@ Sf@]!@=@;:hF@;:h@Y@7Fgd={΋@( NB%gm?NzF@""@?>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@9p:~F@9p:~@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@?ɍÏF@"HQ@?*4-?\C?JI^?Uk8?aTy#@$F@$@Y@4F|_,‹@-AbFm@7+T@f"@@$0@*@ _'@s@ Q@!/\֤@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@7F^e@`mNB /e@W#zWF@!L_@@j@<d@ q +Dh@(@k(@ +@9p:~F@>W>6z@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@<JwF@<Jw@Y@<JwF@<Jw@Y@<JwF@<Jw@Y@1;.F@1;.@Y@<JwF@<Jw@Y@<JwF@<Jw@Y@;:hF@;:h@Y@1;.F@1;.@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ? QrD\@$rcMAO\@a F? Qr@@;@87@:Rp@7l g@57$@@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@ '76F@ }4@Y@1F|yWC@;eKAI.=$@ @)F@4 +KC@@Dę@~@gcM@Zo(@ O?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @$F@7Y?g@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@3ݗ+kF@AtX%[@Y@9p:~F@9p:~@Y@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@)-F@.ZkP|@Y@1Fr@ĚAx+@@ F@0\(@@x +aj@z@Ҁ^@ 0lCu@ H<^@$F@$@Y@1;.F@1;.@Y@0Fmy@joA1@nF@/+ @@f@@@Z8@:QH@=@<JwF@<Jw@Y@;:hF@8SK@Y@ F2)P@xhYQA-2@D)F@=@@nBb@ 6G@ O?;t@ ,@!l{@$F@$@Y@/S&F@/S&@Y?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@<JwF@<Jw@Y@1;.F@1~sջ@Y@6F0W|-@PB AYE@R F@Dr>lLYu@?rcL@7*/@.0@l8'@K~U@6F#x^k@gEBA'Ix@ +4;SFT@LWx@@ ۊl.@0_@Ə@lihb3@un1)@4FK/@>-iA ?@F [T@@4m9@@ e@rM~@|/@NE@h@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C?ffffffD\@$rcMAO\@ѨF?llQ@@<s;}@8&:;@:eō@7*[@5q(@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@$F@$@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@$F@$@Y@7F lsA#A`C@B1gT@!@@!b@$o[a@#XL7@$W@%?o,@1;.F@)z\|ؙ@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@4FD @8f%\tAТbJ@ zyƔT@ #-#@@fuQE@C&.@M;@v@#H@9p:~F@Bʁ@Y@3ݗ+kF@3ݗ+k@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@<JwF@<Jw@Y@?oF@A&¤T@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@?oF@?o@Y@0Fmy@joA1@nF@/+ @@f@@@Z8@:QH@=@9p:~F@Co9&A@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@5Fo@Kx{CAF](@ +)JT@^ @@ qZ)@>ak@N,?@cJ @7p@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@$F@$@Y@Fc @YAAڳ/;ֹC@lBvGF@R&V@@ L4@"N˜(@!^_@"yr_@"ă ?ffffffF?ffffff@Y@7F1\@x<@Ď;n(IB:jw8?`$F@#_b}V@?jEna?= +?WB8B?" ~?>3x؃@;:hF@;:h@Y@;:hF@;:h@Y@4F<@_YB,^@y'%]F@!Kr@@ k@)V@q!=@)\@'Pl@$F@$@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@$F@$@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@]oA5G@?T@5v@@g+r29@!-@ l6AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@7Fzc @Y4$A -GT@ @ IT@07@@KY>@eg@t9@@ @*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@;:hF@;:h@Y@ EK}ǜ@(g?nA^cG@F@ ;@@#VBW@$J0@$#@%[0U@%fi@@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@.F}O!@fUA;@3F@61 Z[)@@#e@`҂@sW@ECZ@ C{=@?oF@A;K@Y@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@<JwF@0F@Y@;:hF@;:h@Y@<JwF@<Jw@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@6Fd7+@If_B]Ҫ8@Ee"^T@ +[-M@@@zJn@4V;B@^!V@@Ăb@6F,t@O DB09b5?hs(2F@"1m݂@?^@u?B @I@TB?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@4Fyg4@,S-ArIQ@$ZTT@4>=ć@@v܂+@!ks@ t9@!]G@!)f@2FgEqv@jA~e@xF@@ @@ +2kc@ LS'p@YO6H@tu@l? @2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@)-F@)-@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@3ݗ+kF@3ݗ+k@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @$F@$@Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@/S&F@/S&@Y@/S&F@/S&@Y@<JwF@?^F@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@)-F@, C@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@)-F@)-@Y@)-F@)-@Y@/S&F@/S&@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@/S&F@/S&@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@ '76F@O;@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@5F9@ԧ~i޻B;[TJ@%MxֻF@ |#-#@@[Ma@ QY7@ +[{ @ |f@, >B{@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@<JwF@0/l5@Y@2Fv-@ֲ#3AHj@n*F@,Zg@PmY=@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@)-F@)-@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@ LYt[D\@$rcMAO\@cqTF@ LYt[@@{@0z@XŃ@iR?@l@6FCs@;FBB%!V>@6yǒF@c$6e@@:\@)wd±@?ߚ@ H @6ic@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@6F*֫@œkl)B>;:?uf?F@"P1ί%@?}P?X#4?/Ur?\oO?J6q@3F^lވ@'xBzV@F@!F[ @@@ TUN@ +'AZk@ oQ{@ " @&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@$F@$@Y?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@;:hF@;:h@Y@6F\з@}fؘB% ?01F@"L0#@?4!@qRI@]c1=@AD"@H#Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@CoF@Co@Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@4F$Rum ]@UJAH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@ F2)P@xhYQA-2@D)F@=@@nBb@ 6G@ O?;t@ ,@!l{@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@/S&F@/S&@Y?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@$F@$@Y@Fc @YAAڳ/;ֹC@lBvGF@R&V@@ L4@"N˜(@!^_@"yr_@"ă @7F. c@g&B3$@f#F@"䎊q@@\M @ 31@p@ +d~@ M` @.Fj9z@"*Am5@8`qF@03*cP@@}d|@4u@[eI@7ǮS@CGt@)-F@)-@Y@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@$F@$@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @3ݗ+kF@3ݗ+k@Y@/S&F@/S&@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@1Frć@U{`A3I@ w8F@0^ Fe@@րQ@L@S;@(!@*aư@4F@=hBboJ4R@ F@;VVI@@~v@2y@ @-O@8>@1Fr@ĚAx+@@ F@0\(@@x +aj@z@Ҁ^@ 0lCu@ H<^@;:hF@;:h@Y@5FJ)<@#x"xB6Nd'?FKbF@!:S&@? ʢM?t?ݹ )??][ج@<JwF@<Jw@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @)-F@)-@Y@;:hF@;:h@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@@Y@<JwF@<Jw@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@3FqQ&$@9>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@;:hF@;:h@Y@$F@$@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@)-F@- ,=@Y@;:hF@;:h@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@)-F@)-@Y@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@3F~rk@SAS'@ +TKT@,QI@@fБ.@WM @;/@BpxN@OL~@;:hF@umW@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@CoF@Co@Y@5F~@⊒Cw=AK<-@ +kE-T@hƒ@@ 4a@DTo@Z 3@ @ ixH3@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@9p:~F@9p:~@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@;:hF@;:h@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @Y2D\@$rcMAO\@[`q{F@*Ϸb<@@<=/.F@8%"@:n htF@7@Tl@5˽^@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@$F@$@Y@3ݗ+kF@3ݗ+k@Y@;:hF@;:h@Y@5F&d@+BBi9o;@ST@F4@@ +y@d <@ClC@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@ LYt[D\@$rcMAO\@cqTF@ LYt[@@-?s? +:&?i@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@<JwF@<Jw@Y@;:hF@;:h@Y@/S&F@/S&@Y?ffffffF?ffffff@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@?oF@?o@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@I1F@I1@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@<JwF@<Jw@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@<JwF@<Jw@Y?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@1;.F@1;.@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @;:hF@o.@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@7FH٫l@,}fB..@CnF@"`Tz +@ Ws?@ kJ0@yS@3ݗ+kF@3ݗ+k@Y@1;.F@ p6@Y?ffffffF?ffffff@Y@0Fz{@ +4Aľu4P@>F@6 @@)@H_Ҵ@m&>@&k@顲T@1FbVP@=*IAnXvL@J*@rF@:E@@ZQ@/iF_@0P!-@*@!%LE@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@ FQtEÃ@SjAYp@<%dF@p +=@@"AFĩ@#"6@#x@#40S3@$O4ȴj@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@7FА@] +1dAç0D>/@gظT@/Y@@ >R2V@#7V@#z'@$i@$iw @1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@<JwF@<Jw@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@6F|@QB'a%?iF@"/@?U@D} @uE@je@V]@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@3F}NUu@`A~MWQ@ 2/ٓT@%;@@s@Ւ@V@;\@?@;:hF@ (@Y@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@3ݗ+kF@3ݗ+k@Y@$F@9b<@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@$F@6s-@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@Fc @YAAڳ/;ֹC@lBvGF@R&V@@ L4@"N˜(@!^_@"yr_@"ă @&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@$F@%m^@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@)-F@)-@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@1;.F@1;.@Y?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@/S&F@16;5X@Y@I1F@I1@Y@)-F@)-@Y@6F"= @DAKn,!@d:%T@E;K@@ _O7A@@#>I@@"Sdp@#s@${@7Fpj~@EV)Az u@ rfT@W @@Pp@G,@q@ @AKi@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ?0̼,F?0̼,@?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@ LYt[D\@$rcMAO\@cqTF@ LYt[@@.@Y@CoF@Co@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@/S&F@/S&@Y@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@$F@$@Y@ LYt[F@9pޏm@Y?ffffffF?ffffff@Y@0Fj@Ew5AW` +A@I,F@.:\|ؙ@@+Ҿqp@J@1\S@zs0@fT4@*Fjd +@ U}AsA@?F@1:@@O@xՍ@!C.a@6=>2i@EԬ@I1F@I1@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@6Fr0@;*B#5@]8=F@!G#@@:@ +$2i#@|wI[@ +'@ *yU@)-F@)-@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ?{[>F?{[>@@2F0SpX@t@AO'5@l2)%F@8~M@@+7@ཫΚ@=L@U$7c@_E@;:hF@;:h@Y@;:hF@;:h@Y@0Fmy@joA1@nF@/+ @@f@@@Z8@:QH@=?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 ?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@;:hF@;:h@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@4F:K4@ex@=*c`B&:sg?2F@#~=@@ !@yJ=@<9@Ι*f@xw@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@&FL;]@ +&A_~@hR F@%`sW@@N q@hwzw@-+@/{)h@,ynhc@7F)t@ƒŎB5/-{r?򢄪ӪF@#D0+@j@?'|D?1B?>1?#%?u$@3ݗ+kF@EBZc @Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@6Fh -@SAA)u@ I_ +T@z]z@@J:9@W@ÁTy@}YNÝ@]@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@$F@$@Y@&Fu>M.@o>LA7mt@ǒF@3$(@@8}It@j}w@U@z@A, @/S&F@/S&@Y@<JwF@<Jw@Y@3F~  >@8s]A +1@ ޛ~4T@ i'RTa@@ {*%@Dkn?@p@^JY@(} e@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct?ffffffF?ffffff@Y@ '76F@ '76@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@3F|zW@ՙl뚒B kz@>F@BE@@ KO)@d3d@?@I!U@~7DZ@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@ LYt[D\@$rcMAO\@cqTF@ LYt[@@-@$@/?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @3ݗ+kF@3ݗ+k@Y?ffffffF?ffffff@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@3ݗ+kF@3ݗ+k@Y@<JwF@<Jw@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@/S&F@/S&@Y@/S&F@4`P@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 ? QrF? Qr@@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@ F2)P@xhYQA-2@D)F@=@@nBb@ 6G@ O?;t@ ,@!l{@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@4F )@wێaAcX'n@B_R_lT@S&@@{9@Tn+~q@ř@ٹ0n@/V@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@4FYؒ@.eYB3@!SnF@"W)@@ϘA@fN@ Lı@XH3@DZic@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@5F_n_@"+BFܼQ@ndټcF@D-@@UkOe@ &@ 3OUl@ ;@-G?9|@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@6F%W@Xt +uB:Rt9?>1{F@"Mce@?m- ?%֭?NrA?/?CE@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@5Fg;2s@l_BQ J@{F@ `V. +@@64$@ +2\@z[_@ +9@ |cd?0̼,D\@$rcMAO\@dF?0̼,@@;hb@8#@:Vj%@7Ĵ@5б[ @!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@$F@$@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@/S&F@8SP@Y@Y2D\@$rcMAO\@[\'rF@(e@@<=%G{@8f%@:n na@7A 2@5˾$x۝@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@<JwF@<Jw@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@3Fh{@כGBsހ@3 mʬF@ >WS@@ V@?-w@OktŰ@ +@o.Cj@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@/S&F@/S&@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr?ffffffF?ffffff@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@2Fw*@&mA=gsW@ $F%F@1pϿ@@9vsg@SMԛ@>:@\r@mlx@;:hF@KM@Y@;:hF@@Y@$F@$@Y@CoF@Co@Y@4F/N@3BLJ@3xF@"8AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@<JwF@<Jw@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@1;.F@9İ@Y@5FdS09@mrU0BJt@*,~aF@XzNz@@3& p@# +r\y@^P~@9@&4@9p:~F@AUnX/E@Y@<JwF@<Jw@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@3F1{V@;#cmB5r@ "_F@6TL_@@ +3/ @gG@W3D@c2@X@5F@Y4Ah2 @<7DT@ '/W@@@ +@ +%}@ nl];@ \w@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ?ffffffF?ffffff@Y@/S&F@/S&@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@<JwF@<Jw@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@5FL*`k@TݵiB5 Hf?H꣟BcF@!9 +D @?tDF~?U?}?+(S?NF@9p:~F@9p:~@Y@<JwF@<Jw@Y?ffffffF?ffffff@Y@<JwF@<Jw@Y@6Fgt>@.Aƭ==@ qT@)4@@ B7[@#!0!@"z)3@#csZBV@#r@/S&F@F?j@@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@CoF@Co@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@)-F@)-@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@$FBHQv5@Dy%Aش@#髹F@#^ s@@w0 o@E)e@<rD@r@ S1@5FP@;sB+^PY?*>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6?앿ExD\@$rcMAO\@uWF@cP"WC@@WT@@cf8*M@gt,ˌ@E$@H@F: +?ffffffF?ffffff@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn?k"ɁF?k"Ɂ@@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@;:hF@;:h@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@2Fw_@{i5AOȾU@ KF@1`A7@@_į@ot +8@jbRrG@;bG@kls!@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@0Ft6\p@k"}A M@FRF@28q`@@c@hRUp@=l:S@[?K@Dmh@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C?ffffffF?ffffff@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@7FSKſ`@IJAX#@ 2~ T@ o'/W@@ A̖ @$wlX@u@@H@7$@@3F _-@:%KuBXC@dDeF@ 6&,@@ʘl@/C@ d[x@:,8@;HB@/S&F@8}A5T@Y@5Fj#sp@3J_B4 W?AL@F@!E~g,@?DD??@4z? K8)?<*?S6(?ffffffF?ffffff@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@3ݗ+kF@3ݗ+k@Y@;:hF@&o5J@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@7F@n}?BdB V@vɮ}T@ +=@@ ZG@UMo@_m@`I{\@Gk@4F>@qBL(Z@F^@5/?@^@@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@6F}@۱hB +%|q@xArT@ )^@@s'u@fٴsb@ f@.+@лW@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@ E:^@ b9rA򥥣@pXF@ U=@@#@% +9̣@$P6Ʒ@%"% @%kS@6F_j@ ~ߍB %@WڄUT@ qP@@eAH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@1;.F@1;.@Y@/S&F@/S&@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@1;.F@1;.@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@7F8qn@0 Aa +@ +8+zT@ F1f@@ $Xd@K@m*.k$@$q' +@Ɋ\ܞ?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@1;.F@ ?J@Y@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@9p:~F@IS@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@Y2F@ BƵ@Y@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@6FEz +=@DAŇU@sT@a@@ o @#NzB@"!zG@#@$7ep@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@7F]C ~@~$BÓ@ LjT@ I'?@@ + 8@~)@QdA@ @D'!J@4FMEY?@ ÜdA$d @@ 7T@R~R@@8LV@:4@ɵ@{>@=u@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@6FU@ICA/1Y@ O%gT@<@@ \@&QZ@B@Sl@t`@7F +1@pPB2:F?#MF@#U@?h,E5)?WA+?˶g$3?mW(?܉@/S&F@1@b@Y@7FoP/@ٶ*ApvC@ "R)TuT@ z$LD@@ U1.-@z`H@=P53@ci"@<+@5FGڶx@‡<0B=~W?7nC+\F@!7\лn@?b??@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@1;.F@1;.@Y@ LYt[D\@$rcMAO\@ˆȲF@ h.@@@;}Ƚ@4F n6@oڱ&sBVy@|., iF@#l!~|@@+A@ ks0@ + )}@ C@ " rl@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6?zSHF?zSH@@3F2J@A+N͕B$K[@ WF@:2_@@ 367@M@#@-@@7Og@2@$F@$@Y@1FÀ@5ACUAN<@:F@7Q@@GW@eL%7@5rUD!@Ιn@!xU@0FD'U@', `AQ^4@F@=j@@@f˭z@@ĉ v@oĆ@5Mb`@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@3F~v @t9FZB8%~P?:F@+@@;%GJ@>@![[4@UI@*;&?ffffffD\@$rcMAO\@vF?oVdQ@@<}jX @8eGm>@:e <@7vp@57n?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@)-F@)-@Y@3Fdx@؅-GB ҕ!@PT'F@&@@ q`hs@D@@~Jk@>ɶ@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@ F2)P@xhYQA-2@D)F@=@@nBb@ 6G@ O?;t@ ,@!l{@$F@)giJ@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@$F@$@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@?oF@Cڍ@Y@4F JQ'@AJtmB+8:@R-0F@"ӄv@@@ھ9@!"?Q@E_'r@9u@6F݂@ F+B*f:k$?8F@"ǣ @?FK +@͎"a@C]@8@@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@.Fg"0Eo@ݚ+ZAc@G~F@-Q@@b/@co@1j@s"Gs@xJ@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw?$ȟ@F?$ȟ@@@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@$F@$@Y@<JwF@<Jw@Y@6F(@}A+-B_>@:F@ #@@~f%@G)|@ 㭱@X"_b@N@!F5~@-fDAᄪp\@;;F@ <@@j&V@ 1.<@ RZ@ ($3@!&mӫ7@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@;:hF@;:h@Y@)-F@)-@Y@$F@$@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@/S&F@/S&@Y@;:hF@;:h@Y@4Fݼ@x/B9@EtxF@#L27@@xPo@ n 2@ .ܜ:KK@ ~@_[@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@Y2D\@$rcMAO\@nBF@ gJ@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@I1F@I1@Y@;:hF@;:h@Y@$F@$@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@I1F@I1@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@?oF@?o@Y@?oF@?o@Y@4F@e(U@`B'Cb/B2l.l@m>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@3ݗ+kF@5e @Y@/S&F@/S&@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@?oF@?}@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@<JwF@<Jw@Y@;:hF@;:h@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@/S&F@/S&@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @7FP@rEB ;C@a 펌F@!9C@@.!@RԲ @ h@2Vo +R@$E@<JwF@/T!D@Y@ LYt[F@ oN@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@;:hF@;:h@Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@;:hF@+4a1@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@3FB@Bs`A)#@ +F@;|o'=@@ ZAH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@)-F@)-@Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@6Fc@MAFCt@ 3ֶT@C,]O@@ %)@#" @"]@#FV)@#ޮ}?zSHF?zSH@@6F Y@ƣZbB4G+?9"F@"2 E@?O @o?M?Se>K?VT?2@ LYt[D\@$rcMAO\@cqTF@ LYt[@@S@Z;@kn!)@{(R?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 ?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@.Fg"0Eo@ݚ+ZAc@G~F@-Q@@b/@co@1j@s"Gs@xJ@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@!F5~@-fDAᄪp\@;;F@ <@@j&V@ 1.<@ RZ@ ($3@!&mӫ7@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@5Fpb@=@ln!Al6@3BrT@!UDR?@@lzu@M0ۆ@opj@XQ(@},@2Fu}n@uN A08@iU4F@:0@9@@?ќ@*w@ӇK@9҂ @޷@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@/S&F@/S&@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@$F@$@Y?앿ExD\@$rcMAO\@Cwo=F@/Q&cA@@<8,E@8x|@:m @7m1k@58@ FzM>B@jd?Agn5+@F@@@ U.:@"X/9@!j5@"*@"?@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@3ݗ+kF@3ݗ+k@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@J@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@;:hF@;:h@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @)-F@)-@Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@5Ffq +@̀neB:C>?,sfF@!HW)@?P@?Ȓ݃?L]IH?Ư,?u@)-F@)-@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@9p:~F@9p:~@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@;:hF@;:h@Y@3ݗ+kF@3ݗ+k@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@;:hF@;:h@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@)-F@)-@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@3ݗ+kF@3ݗ+k@Y@$F@%wkP@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@6F@ǹDїB2ӯ˵?5e1aF@"9JE@?;u?V.?UM{?8`v@P_@4Fi#cQ@7jJAK@äw-zT@:@@q]@`YȔ@<@-@ Y}=@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@3F~b@޵ +@q9A0@ 5oT@c @@ U@z0@RG@uq@2<1@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@;:hF@;:h@Y@?oF@?o@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6?zSHF?zSH@@;:hF@;:h@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@)-F@, +Ri@Y@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w?ffffffF?ffffff@Y@5F*uE@Q]Z(B*'jC?p7'F@! ^_0@?Fwh-K@.E}@%x<B@l;@,@Ղ @9p:~F@<np&@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@?oF@?o@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@ E2@*A nO6@1[F@ ;@@#DG 4@$pp@$eD@%3zx5@%gMT@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@<JwF@&B @Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@!F5jB@6*A@*@IECgF@ a@@9@ ::j@ Rs@ E-"@!6PܢN@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@;:hF@;:h@Y@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@/S&F@/S&@Y@5FŨTG@}APz(M@ +m =T@ @@D*j@D^E@} @%17w@-Sd b@<JwF@<Jw@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@)-F@)-@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@F@"y(@@ ksѭ@fEh@ퟡm@A)@7=@.Fg"0Eo@ݚ+ZAc@G~F@-Q@@b/@co@1j@s"Gs@xJ@/S&F@/S&@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@3FBs_@2 ayB*S^?@gF@Vl!@@ R@rpo1@is!@Vִ@ ?ffffffD\@$rcMAO\@ȹBF?}9@@<| @8w>@:fu ﳄ@7k@5ͪp6@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@CoF@Co@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @3Fۜ+˭@:fpaBVl@c F@ R-#@@ "e@W=@ָCiT@ QW&@ʈ=@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@3ݗ+kF@3ݗ+k@Y@5FnB@|B: ?"!F@!Hs@?C1C?s%?pu= ?y$?JPԵ@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@2Fw_@{i5AOȾU@ KF@1`A7@@_į@ot +8@jbRrG@;bG@kls!@3ݗ+kF@3ݗ+k@Y? QrD\@$rcMAO\@a F? Qr@@;@87@:Rp@7l g@57$@@/S&F@F+@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|? QrF? Qr@@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@ E:^@ b9rA򥥣@pXF@ U=@@#@% +9̣@$P6Ʒ@%"% @%kS@3ݗ+kF@6nr2L@Y@CoF@Co@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@1;.F@ i^M@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@9p:~F@9p:~@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@ȍB6W%4(?f%HF@"I?@?P.? ?GV?1VW#?kf@;:hF@;:h@Y@4F@ဣ%A'R.@ DT@![ʫ]@@<r@L̼@Tj%@= +]A@G+|P>@5F˭{"@RmmoB 6Qm@GF@_@@*0t{@]T@߫Ȋ!@dB4c0@Z͚@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@.Fg"0Eo@ݚ+ZAc@G~F@-Q@@b/@co@1j@s"Gs@xJ@9p:~F@9p:~@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@3ݗ+kF@3ݗ+k@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@5F0w_@Urr.qB/λ2$?7c]F@!BfI<@?58<@pM@b~@C@7b8@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@?oF@?o@Y?앿ExD\@$rcMAO\@>{F@Q~x@@<7.t@89@@:lڈ@7vXt@5 +OF8@<JwF@<Jw@Y@;:hF@;:h@Y@<JwF@<Jw@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@;:hF@;:h@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@7FYF@qPSiBg p@0ZT@!R.4@@\ض@H)@7;@c?A@b`2PY@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@;:hF@;:h@Y@(Fs[B@፨pg3WA0T}C_@d&d F@4)@x@@@6xI@g@t^@e,aq9@ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد? QrF? Qr@@;:hF@;:h@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@<JwF@<Jw@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@$F@$@Y@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w? QrF? Qr@@3ݗ+kF@6Mr(@Y@3F|0L@ĨAɁ*@9MT@eGG@@#Ӭ@Ŷx@S @Cq5V$@TХV@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@)-F@)-@Y@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@)-F@)-@Y@3ݗ+kF@3ݗ+k@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@3ݗ+kF@5!5@Y@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@9p:~F@>^@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@;5X@Y@)-F@-PD@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@/S&F@/S&@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@4F]@D@YZ'BIA +?gF@$>@@G16c?uQW ?@:??c_@7FjKO@ x7B@D#[@<F@"_0X@@Su@At@dz3@z{E@ +/?D@)-F@)-@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@ LYt[D\@$rcMAO\@ 2 !F@ +hY@@@!~G@"wN}@"@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@2Fa[i@1AiAH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@)-F@)-@Y@0Fmy@joA1@nF@/+ @@f@@@Z8@:QH@=@7F^&@[HK$B e4@kB$KF@!`d@@|@ H@E@|@@tׅ@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@6F?@iBY#@Q S F@A`A@@Qv@6G@ +{}@Tn՚@ I֢m +@ Vz@;:hF@;:h@Y@/S&F@/S&@Y@<JwF@<Jw@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6?0̼,D\@$rcMAO\@dF?0̼,@@;hb@8#@:Vj%@7Ĵ@5б[ @2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@5FY@އB 4U@ +C RF@>wFz@@@hw@ rX3@qyg@{/-@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@4FJ1j@B`1oB!rE%?{69~F@#~m@@T !@>$@;v@=@ɰv@]<)@z/{@<JwF@<Jw@Y@1;.F@1;.@Y@?oF@A8K@Y@<JwF@<Jw@Y@3F}W7K}@Tt1A:A5@ IT@Mv@@n@ ^s@ڣR#@Z}7@G@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@6F-Chg@!veB MѕVs@8soF@ Єa@@g{A@Wcx]@43۝@q[@`I{d@3F~S\gr%@~րmAMQ9@ +~IT@ Ex@@a@F@OL.=@>$@KJ +D@0Fmy@joA1@nF@/+ @@f@@@Z8@:QH@=@$F@%-_@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@;:hF@;:h@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@ LYt[D\@$rcMAO\@cqTF@ LYt[@@XF@3i-@@ ^d%@+Y@ +mO@/B@*-GrA@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@4FMڥ@ӿr>B8EL %@ CVf+F@Api@@v0@Sh8@OX@ȋ# kv@C@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@9p:~F@;7@Y@?oF@?o@Y?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@7F$:p@0fHB"hTn@SB~F@"lC@@ 8@ \u@Ax@ 4 @ gcQ%@7F)_@ƻ* w1B5xz?'<F@#N&Ԁu@?D~W?;?V2?  ?@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@<JwF@(Ffffff@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn?=]UF?=]U@@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@ F1Uo2@IJ!AY@OJsfF@ (@@.`o@ Փ@ [Gz@!ge@!y.aU@6F>@ʨTk-B5?:8#x F@kT@7B@53D-?ffffffEcj2@j dAfl@Z;F@ Pr[@@#[PH?@$[Ӕn@$*Γ@$Ĺa@%F{tR@6Fygj׊@βKB&1#?x6F@!&,s.@?gU˙@ᵴי@@O@{[@ @1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@4Fyn@T!:[AѬ/=#@5~@T@V. @@o @!3M;@ g,)w@!veσ8@"} @<JwF@-k@Y@6FRCm@nB6|1$Ig?Ӹ坩F@"W +gb@?v ?';Hz?!?_Wড?:@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@;:hF@;:h@Y@6Fu홹@Ǯ:“B2S?,:VF@"-r/Z@?d7UB?v? ?ZA{?;Q !@;i=$@)-F@+.r@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@9p:~F@;k;<@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@4F'Th@ϽOړ\B V~[@/]"F@#tj~@@@@ S@XߴQ@ n,!@ n̆@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ?0̼,D\@$rcMAO\@dF?0̼,@@;hb@8#@:Vj%@7Ĵ@5б[ @/S&F@1mǣ@Y@$F@$@Y@$F@%17Kƨ@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@$F@$@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@0Fmy@joA1@nF@/+ @@f@@@Z8@:QH@=@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@)-F@[%e@?`@^q@ayf@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@$F@$@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@5FLNf@s7MB-6@NF@ @@9G#W@G@ /[3@)h+ˣ@ +'e@;:hF@;:h@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @$F@$@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@&FL;]@ +&A_~@hR F@%`sW@@N q@hwzw@-+@/{)h@,ynhc@7F5@ȔN8B2Wyt?Ŝ}F@#;Q@?)j?뚰%? Fu-?-;Oy@mc@5F@XY82B-g}ƫ?NԗJ:F@!B:)y@?~w@4.x@9@kn@}`!@?oF@?o@Y@;:hF@;:h@Y@<JwF@<Jw@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@7F,fOv@{tB8 1;Ŝ?@YWF@#Qn@? 6<к? 0?Hu?d?GDS@;:hF@;:h@Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@7FCV9@%ډB%o]o +?|wM-F@#So.@?.2b@)6s@V @7OAjW@rj@)-F@C ,{ Z@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@<JwF@XGQ@Y?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@<JwF@<Jw@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@<JwF@<Jw@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@1;.F@1;.@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@6FV2@L:u B!ha?~F@!?>@?"$\F@-`@oSG@+@cT2@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@*FY :@[oAШ:@]!}F@)9m @@5.b@CGi@{|˜@Aq&@ Z@$F@$@Y@?oF@?o@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-?ffffffF?f9@Y?ffffffF?ffffff@Y@;:hF@;:h@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@0Fmy@joA1@nF@/+ @@f@@@Z8@:QH@=?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@5F,^@]gB10*?Id5&F@!#@?s v]@qT?Bc@jUW@ +4@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@<JwF@+0(߹9@Y@3FTǎU1H@L?ȷsA @[AEF@Az:@@ }ĉU{@C9@}ĥ@Ynaz@j׉@ F1Uo2@IJ!AY@OJsfF@ (@@.`o@ Փ@ [Gz@!ge@!y.aU@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@I1F@I1@Y@)-F@)-@Y@6F@o|2B "h@Ыd[F@ +=@@:_@mXPg@ f@@ @5FSWl@힌7)B1C??$F@!G @?)*@NB?{,@_@+ @;:hF@(@Y@<JwF@<Jw@Y@/S&F@/S&@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@;:hF@;:h@Y?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@)-F@)-@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@5F!@q; +@6FήM@ɴYB0)\?pFF@"/@?ᷖ!@ +xv?@4p>@=Dh|@y4{@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@6F!5T@QړLBB4ZD?cQ- F@"FD@?'*? ?IV.?"X_?ot/5@;:hF@Cg^@Y?ffffffF?ffffff@Y@7Fx@y٧MBVj@@DP)FF@"RR@@6nK@ e@ ŷ@8T?@Jme@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@;:hF@;:h@Y@1;.F@ fV@Y@?oF@?o@Y@/S&F@/S&@Y?ffffffD\@$rcMAO\@;?F?jj@@<P@8ͨ,@:g5l@7Y{K@5J:Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@;:hF@;:h@Y@;:hF@;:h@Y@/S&F@/~M@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@;:hF@ЍK@Y@1;.F@.9+ @Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@5F-(@j۫nBHC"?0F@6@?ڶt?\mb?ޮ+|r?7g?ܿ~L7r|@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@ '76F@ '76@Y@;:hF@w)@Y@?oF@?o@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@<JwF@&,@Y@1;.F@8PěT@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@;:hF@;:h@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@<JwF@1Cq @Y?0̼,F?0̼,@@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn?333333EOHio@XIJ%A~BG~@6~JjF@ffffff@@&&0@' + oC@&gQJ@'sp@'Lӓ>J@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@/S&F@/S&@Y@I1F@I1@Y@/S&F@/S&@Y@9p:~F@9p:~@Y@Y2D\@$rcMAO\@[fjF@&|kiU@@<=\eB@81N@:n zOM@7AY1@5˾ +@;:hF@;:h@Y@3ݗ+kF@3ݗ+k@Y@0Fif<)}@a##MA>':@}7F@-w|@@?M`@\/@D ŭl@jk@A@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@<JwF@<Jw@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @$F@$@Y@/S&F@54@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@7FBٻ@xIAq%@ T@n@@_5A0@U[GRI@cH@X1@uP@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@$F@$@Y@;:hF@;:h@Y@9p:~F@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@?oF@A߹8R@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @$F@4>*)t@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@1;.F@1;.@Y@;:hF@;:h@Y@!F5jB@6*A@*@IECgF@ a@@9@ ::j@ Rs@ E-"@!6PܢN@3ݗ+kF@3ݗ+k@Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@,Faq*7܂@ݖcjBA !@}6F@+L@@$@Gx-@(ژ8c@ !@ݼ@ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@<JwF@z3!@Y@CoF@Co@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@1;.F@1;.@Y@)-F@)-@Y@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@Y2D\@$rcMAO\@uXpF@\^oߠ@@?̺q1F@!)pa@?g?vӶr?}XB?3 ?&T-@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@?oF@?o@Y@$F@$@Y@<JwF@<Jw@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@$F@9 +|Zr@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@ LYt[D\@$rcMAO\@cqTF@ LYt[@@WhBZe@eVw*AF@ L@@3by3sO@ R@ Ζ.o@[f@ҩL'@?oF@?o@Y@;:hF@;:h@Y@?oF@A1`@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @$F@B&@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@6Fb@.e B.şa?#xF@"'(@?@AH@0,6@[@bl@;:hF@;:h@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @2Fwq@fEhA(@ xq?F@1)^@@V̰@u•@`uee@g-}@OBC@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@ '76F@ȝ'Óh@Y@,Faq*7܂@ݖcjBA !@}6F@+L@@$@Gx-@(ژ8c@ !@ݼ@0Fnzر@Xl-ifAYv!0@vXMjF@/?)@@@O @!aUn@.V&o@2 +@;:hF@;:h@Y@;:hF@ +/@Y@/S&F@/S&@Y@?oF@?o@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@5F-|@5|B ,{@F@IO@@,2c@LA@ "Y>Z@( @je@3F}\'C@V@cuRA3\Ӝ@ >@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@6FPz@ͧ1GoDeB(R- ?qGTF@"b@?L栥y@s@H7@=}Cb@&jCA@<JwF@<Jw@Y@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@3FӋ~w@_*kB6h@~=F@ +6P@@ H{X3@Y@(v>G @VW@&@1;.F@,KNʗ@Y@3ݗ+kF@3ݗ+k@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@)-F@)-@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@Fc @YAAڳ/;ֹC@lBvGF@R&V@@ L4@"N˜(@!^_@"yr_@"ă @ LYt[F@Mt@Y@)-F@)-@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@<JwF@<Jw@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@;:hF@AR@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @1;.F@!߃{@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@)-F@)-@Y@)-F@)-@Y@3ݗ+kF@6 a@O@Y@5FŲ[@`TyB$k?@$KF@ ;.]@?'h@G@LAzS@>59@ +i2@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@;:hF@;:h@Y@1;.F@1;.@Y@)-F@)-@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@1;.F@1;.@Y@)-F@9Zp@Y@)-F@)-@Y@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@)-F@)-@Y?앿ExD\@$rcMAO\@m8F@d΁@@@A'@7M;?ffffffF?ffffff@Y@6F@ՇWWB"ެ!f?9^F@!6&,@?;!(O@@(-d@g@ Ү@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@<JwF@<Jw@Y@5FNz :@1!dB|8Ԟ@s F@ M(@@t~@ k @ +؛A@ /[F)@ܗdR?EOHio@XIJ%A~BG~@6~JjF@ffffff@@&&0@' + oC@&gQJ@'sp@'Lӓ>J@$F@/?@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@)-F@@ohH@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@1;.F@ ,+@Y@/S&F@/S&@Y@3ݗ+kF@< A!la@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@)-F@)-@Y@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@?oF@A'm@Y@4Fn@!DG AH[@ +]G_T@![l7a@@ 9bS@0^@V稉@r?@B@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@)-F@)-@Y@?oF@?o@Y@/S&F@/S&@Y@3ݗ+kF@3ݗ+k@Y?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@/S&F@/S&@Y@7F:a@ġ+(B:?Rq? kgF@#YlD@?jyYl=U?Vi?m?AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@7FW>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@$F@5-"0@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@;:hF@;:h@Y@<JwF@<Jw@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw? QrD\@$rcMAO\@a F? Qr@@;@87@:Rp@7l g@57$@@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@&FL;]@ +&A_~@hR F@%`sW@@N q@hwzw@-+@/{)h@,ynhc@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@ '76F@ '76@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@ LYt[D\@$rcMAO\@cqTF@ LYt[@@s(@;Jk@k[@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@/S&F@/S&@Y@7FI@%B*w?F@#{5*@?dF:}@oq`@03v@}P@@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@)-F@)-@Y@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w?ffffffF?ffffff@Y@1;.F@ 6e@Y?zSHF?zSH@@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@6F)@I8B\fo?EɩmF@3>B@?{J@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@;:hF@($ p@Y@)-F@)-@Y@ '76F@ͯJ@Y@5F4eG@9#XBjFK@ 8\T@u @@C0yK@B“a@3icD@r}@"p#@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@9p:~F@9p:~@Y@<JwF@.y @Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@;:hF@;:h@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@$F@'6e@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@)-F@, [!Z@Y@9p:~F@:T@Y@4FU+g@aW=BRG/?;8_F@%T~@@?p{@k?^H?91Ez@4F.:{@ΥebB& w@tF@"5B@@ߑ@lx@/6s@JF@n@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@;:hF@;:h@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@)-F@)-@Y@ '76F@ '76@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@ LYt[D\@$rcMAO\@cqTF@ LYt[@@Wv@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@.Fg"0Eo@ݚ+ZAc@G~F@-Q@@b/@co@1j@s"Gs@xJ@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@/S&F@/S&@Y@<JwF@%Б}k@Y@)-F@)-@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@;:hF@;:h@Y@<JwF@<Jw@Y@;:hF@;:h@Y@3ݗ+kF@3ݗ+k@Y@4FIK@r/(B;ףQ@Oi1O&F@"rU5Q@@ +Dk@1@@^έ@햄U@/S&F@/S&@Y@ '76F@ '76@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@1;.F@1;.@Y@1;.F@'0H@@Y@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@;:hF@;:h@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @<JwF@@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@<JwF@-Hn~@Y@2Fw_@{i5AOȾU@ KF@1`A7@@_į@ot +8@jbRrG@;bG@kls!@5F}.PJ@ AX 5@}!T@ +t}^@@!-#@$ ɸa@#fp@$Oo;<Ė@$܇:IS@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@4Fr@e=Bwî@E^)F@#@@Y@ +CQS@ d$@ +H@ (B6@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@$F@3(\@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@ LYt[D\@$rcMAO\@cqTF@ LYt[@@%@9@4F5@%6B4@`iQT@%t@@6j@{@x:MR@wJQ@@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@;:hF@}@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@1Fo&t%@;dAAq@ \x9wQF@-s@@dMD@w)@d@{ Ij@w-x@<JwF@<Jw@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@;:hF@;:h@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@)-F@6qҝ%@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@CoF@Co@Y@9p:~F@9p:~@Y@$F@$@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@6F@ʂ@r{1B,AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@3ݗ+kF@3ݗ+k@Y?ffffffF?ffffff@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@$F@&fFV@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@;:hF@;:h@Y@)-F@)-@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@;:hF@;:h@Y@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@4Fw5|@v*kA=Q@+T@֮}Vl@@ kc@"e^Y@"; @#$ + @#"ਝL@<JwF@<Jw@Y?F?@@.Fg"0Eo@ݚ+ZAc@G~F@-Q@@b/@co@1j@s"Gs@xJ@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@6F4h@ahnmB*'Mt?>Q{F@" 9&A@?nTCm@ݏ@To@dKT@7l@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@7F3H%C@ҸHn)B bSp@afJ wF@"_F@@9j@ +@rQ@(C@ Ā"s@3ݗ+kF@B\N<@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@ '76F@ '76@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@Fc @YAAڳ/;ֹC@lBvGF@R&V@@ L4@"N˜(@!^_@"yr_@"ă @3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@CoF@Co@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@7F7IcΛ@ޒ]B91;,@?טT@!XT@@(P@?/@vt@T@g@e:@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@!F5jB@6*A@*@IECgF@ a@@9@ ::j@ Rs@ E-"@!6PܢN@;:hF@;:h@Y@<JwF@<Jw@Y@2Fw_@{i5AOȾU@ KF@1`A7@@_į@ot +8@jbRrG@;bG@kls!@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@9p:~F@9p:~@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ?ffffffEcj2@j dAfl@Z;F@ Pr[@@#[PH?@$[Ӕn@$*Γ@$Ĺa@%F{tR@)-F@)-@Y@<JwF@<Jw@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@5FZ@ȋ#JB0$A1[?zs\]F@! +RiY_@?-@A$w@@}wvs@F6y@6(K@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@ '76F@ '76@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@)-F@)-@Y@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@4FzЖ@AZ4s@l`T@e2I@@z4X@lƥW@ @_@ A@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@/S&F@/S&@Y@$F@$@Y@3ݗ+kF@3ݗ+k@Y@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@;:hF@E׈@Y@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@I1F@I1@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C?EcOu\X|@drD?A^@^o9F?@@0M$@/?,@0?nkV@.j@-Q @6FW@aD'!B q0:@|q79F@ ) +D@@(T@@$@ln@JH@H +rE@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@ LYt[D\@$rcMAO\@cqTF@ LYt[@@i$?V܀F@#\C@?%gI?i?K?}ܶ?`) '@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@?oF@W,O;@Y@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct?ffffffF?ffffff@Y@$F@%@d@Y@;:hF@mm@Y@<JwF@<Jw@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@6F9e@LB0}@2|5IF@!w\@@9R=@@N^2@6G6S#@XR@ +x@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@;:hF@;:h@Y@6FJ<@ĐJ3B90?CNZQF@"Cs@?'E)?q#7?n?⛏M?m@5Ft6N%@\pB/-k\\?f~F@!@?^*l@NmZ#@9@R@̘?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@3ݗ+kF@3ݗ+k@Y@)-F@)-@Y@4F|AxM@޳Ak@hT@tA5Tu@@0@ @O@4[v@ ,J@!D@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ?앿ExD\@$rcMAO\@NJF@WaE5@@-b9@@{T @ߙ,9@P@I>KU}@Enl@<JwF@<Jw@Y@9p:~F@A8#cW@Y@2Fuw/d@ۗ1 Ao|7Y[@ <BF@0a 4@@pKkR@hw/y@Zvu@tT@é@;:hF@;:h@Y@<JwF@<Jw@Y@)-F@)-@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@<JwF@<Jw@Y@3ݗ+kF@3ݗ+k@Y@6F"A@]"`BkL@vT@{0@@ +ӡߛ@f'~@V@Nu?_@Zi@ '76F@ mw9@Y@)-F@)-@Y@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@?oF@?o@Y@9p:~F@9p:~@Y@!F5~@-fDAᄪp\@;;F@ <@@j&V@ 1.<@ RZ@ ($3@!&mӫ7@"F:JDk[˞@Ù/A0@3pbmF@!m@@8hi@ :A@uazD @ mS>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@3F @HwffB*!|?08 +F@2ݪ@@+JaX@u:9@_=@@Y @$F@1.zd@Y@$F@$@Y@)-F@9.۵@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N?ffffffF?ffffff@Y@?oF@J;K@Y@/S&F@49C@Y?ffffffD\@$rcMAO\@9EF?xqO@@<rB+o@8@:gB}@7x6č@5ufU@5Ff>.@_j$uB,]Bmd@>s.F@ [wF{@@p9(@ CC5e@ +Mg@ ܄Hҍ@bگl@ LYt[D\@$rcMAO\@0yF@ 1@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@7F(3@I%A+swн@ T@ l5@@ +J5@>FcS@ı +@qPpa_@{\|@1;.F@1;.@Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@3ݗ+kF@3ݗ+k@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@ @?m@C4E@e Q@ @ *$s@;:hF@ @Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@5F}?i@&Bf\@7nЉpF@H@@W @"q9@ >@ 2(@ŢW@;:hF@;:h@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@$F@207@Y@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@I1F@I1@Y@/S&F@/S&@Y@3ݗ+kF@3ݗ+k@Y@6F&@Ӳ]5BF›f@<F@!3rT@@t>=@@']@l|4{@koȖk@" +T'@2{{@&FK_|@GqAT/@&`F@%zVC@@&@蔒\+@H@U`@SΆ@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@4F|_7@NAԖߙ@hT@`sX@@|@|@ 9ӔP@'@ +@ |U܃@! Ue@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@4F`@WB@xaq@ U^6F@=Ka@N@@ <ƕ@IW@\{ @_^9l@lU%1@CoF@Co@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@$F@$@Y@)-F@)-@Y?ffffffF?ffffff@Y@4F]1Z@[#B!w|s?^xUF@#;D=G@@&ן/@@rc)@<c@ S@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@;:hF@;:h@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@9p:~F@9p:~@Y@<JwF@<Jw@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@9p:~F@C+#x@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@6FړF@ǩ?%Brø@wT@ Dg8~@@ +X@jĕ@|R@Al#8N@M`W@ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@3ݗ+kF@5H˒:@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@Fc @YAAڳ/;ֹC@lBvGF@R&V@@ L4@"N˜(@!^_@"yr_@"ă @(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@ LYt[D\@$rcMAO\@cqTF@ LYt[@@6z@@?L@ +kXE5@ ;@ W m@ ~Y{G@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@,Faq*7܂@ݖcjBA !@}6F@+L@@$@Gx-@(ژ8c@ !@ݼ? QrF? Qr@@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@4FyHpU=@ ++2Ar';@F "dT@eLW@@JR 3@!" @ ]!@!FV)@!ޮ@;:hF@;:h@Y@ F2)P@xhYQA-2@D)F@=@@nBb@ 6G@ O?;t@ ,@!l{@?oF@?o@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@1;.F@1;.@Y@4FQocNy@cB:AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@6F;u@Ý'y!B;5?OL7 F@"FhK@?e?X;v? +Wy?0t? @;:hF@;:h@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@Y2D\@$rcMAO\@qGF@ 릭@@<\=@8W +|@:s@7~;9@5M+>@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@1F]h&@֜^AW|@ gF@!G@@L#@Z@wG+@+Mf_;@,[у@6F?@Ԟ@)gB6@`ZzEF@"ZS@@7͕@ a@Z@ +U9@ [ @.Fg"0Eo@ݚ+ZAc@G~F@-Q@@b/@co@1j@s"Gs@xJ@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@5FuP|@OHB =@9F@Tw\@@@Tk@Pw@IQC@w4;RW@\v@?oF@D1?|h@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@;:hF@;:h@Y@5F4rOv@.FGBw?@cI0^F@1@@#v/@`yqt@ yKR@DdX@5:Zp7@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@<JwF@<Jw@Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@4Fwx;@9eMAg9@}+o\@4I@I1F@I1@Y@<JwF@<Jw@Y@6Fڋn]@L2@B0ziQ? ]ېSF@"v5B@? +wC@}?]<@3J@oW@?oF@A3@Y@4FV@CcB#Md}?_F@#Q@@Ǿ;?@l-@*C@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@$F@$@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@3ݗ+kF@3ݗ+k@Y@)-F@)-@Y@ E:^@ b9rA򥥣@pXF@ U=@@#@% +9̣@$P6Ʒ@%"% @%kS@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@$F@$@Y@1;.F@3ҧ +@Y?ffffffF?ffffff@Y@5F/A@ǾbB11?2zAF@!#k@?_Lg@^z?;@gF@x@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 ?ffffffF?ffffff@Y@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@6F!F'@7? A_G@` ET@ +%ם +@@ ̪@#tb´@"΄G@#f@$Dy@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@9p:~F@9p:~@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 ?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @3FQu߭A@;3Bq%,@֟%F@qA_E@@ ~:!@ƪI*@fMm@ 5|@Ҝ@;:hF@;:h@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@ '76F@ '76@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@$F@%j%@Y@;:hF@;:h@Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@<JwF@<Jw@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@(FR*ِ(5@ca3A4@B7jF@'yЦv!@@>{@0z@XŃ@iR?@l@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@I1F@I1@Y@1F8_@bvTDA FK@ [SF@7Y"`@@ wT)@|U?@sr{@$!`@0IQX@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@$F@$@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @1;.F@ ,@Y@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr?ffffffF?ffffff@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@7FO'|@H +B>P}5?#{JF@#V-@? P?jt>??b:?UD~@?oF@AC@Y?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@<JwF@<Jw@Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@7FXM1L@ЛBrB#@}?kGװF@"[W@?r@,R[@8JT@$#V@ p!@?oF@?o@Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@?oF@?o@Y@<JwF@j^p@Y@$F@$@Y@2Fp#q&@؅B(B5["@ +읺2F@*I@@e%[X@Id?@#@8A,@݄8:f@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@;:hF@;:h@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@3ݗ+kF@3ݗ+k@Y@!F5jB@6*A@*@IECgF@ a@@9@ ::j@ Rs@ E-"@!6PܢN?ffffffEcj2@j dAfl@Z;F@ Pr[@@#[PH?@$[Ӕn@$*Γ@$Ĺa@%F{tR@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@.FpS @%ixviAtd@|F@1n.@@j O@Iz"@x 1@#@1z@4F;&@2cPB#Xt:?UQLF@#27@@ʳ@<q@"[ @::HX"@ tՓ`?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@?oF@C{z@Y@<JwF@<Jw@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@)-F@,"&@Y@;:hF@;:h@Y@ '76F@ '76@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@;:hF@;:h@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@;:hF@;:h@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@7F}'@X)B-g&?>F@#> (@?{f5@x3+Tp@o@ L@v#~@<JwF@<Jw@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@4F}fu@{˝(AGY4@pn.T@͙Ev@@s0@ O@[v@ [,J@ D@)-F@;T@Y?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@<JwF@<Jw@Y@/S&F@AD@Y?ffffffF?ffffff@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@6FM<l]@ðeYB;Fb}?Mn?`F@"P ě@?)?O?v?(7? jE@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@;:hF@;:h@Y@7FDr@ūѠB!j?$ +;F@#O@?EI + @y8;T'@8@4@#e@ LYt[D\@$rcMAO\@cqTF@ LYt[@@=@?y +?+iF?oDa?Π"?*@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@<JwF@<Jw@Y@?oF@?o@Y? QrF? Qr@@/S&F@2{ 1ί@Y@3ݗ+kF@3ݗ+k@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@1FvL@ާyA|@7I F@2Q&A(@@E/_<@20@^ǿ]@+g^r@)@9p:~F@H&`V@Y@1Fr@ĚAx+@@ F@0\(@@x +aj@z@Ҁ^@ 0lCu@ H<^@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@;:hF@;:h@Y@<JwF@<Jw@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@9p:~F@9p:~@Y@/S&F@1ŬG@Y?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@CoF@Co@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@6Fi5ZH@}B7Iγ@aTshF@!򐫴@@9B4@ ɫ@zWsK@ *J@ +􎼦y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@;:hF@;:h@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 ?ffffffD\@$rcMAO\@gpSF?( +@@<V@8KE95@:gs*@7WOc@5G`|C@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@(FR*ِ(5@ca3A4@B7jF@'yЦv!@@>{@0z@XŃ@iR?@l@ LYt[F@ J? @Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@;:hF@;:h@Y@5FKܘ@):B-GDc?DlaVF@!cV@?q $!@aӅ@j v3U@!c@A&h)@2Fw_@{i5AOȾU@ KF@1`A7@@_į@ot +8@jbRrG@;bG@kls!@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@7F7p_@npLdBSs<@&srtF@"a E@@!@ +jz֟b@^@ y@ @)-F@)-@Y@4FA9{@F@ǥ:B iD@V!F@"4֡b@@%s6@la@R+ɖ8@0[0[f@ \:b@$F@$@Y@7F"Bv@Ž0ŗB7{m?eF@#ZcI{@? + ?H!E?9R^?>Б?`s?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@)-F@5q k~@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@2Fw_@{i5AOȾU@ KF@1`A7@@_į@ot +8@jbRrG@;bG@kls!@CoF@Co@Y@;:hF@;:h@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@2F&@sHHgB—@ T +긕F@8=p +@@ ;`@5@U:@1BS_@0?/@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@ FzM>B@jd?Agn5+@F@@@ U.:@"X/9@!j5@"*@"?@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@;:hF@;:h@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@6FT.)zO@^tuB'*jrD?(`F@"O@?jԁ/@4)"%@cm@@|q@@ F2)P@xhYQA-2@D)F@=@@nBb@ 6G@ O?;t@ ,@!l{@$F@%G/V@Y@)-F@)-@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@;:hF@;:h@Y@5F[ܛ@-&B]B@b@F@{@@cHd@ ryy{@ +Y;j@ :U@m'Q;@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@5Fy@=9B'g6҅?] +bF@ z$LD@?o{X@ZlP@vNr"@4w!@>@9p:~F@9p:~@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@)-F@3U +RiY@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@ F1Uo2@IJ!AY@OJsfF@ (@@.`o@ Փ@ [Gz@!ge@!y.aU@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@)-F@)-@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@4F|{\ @&sAy5i@z4f8 T@y|ß@@-`@ (`0@o1M@ k5,bG@ M@9p:~F@9p:~@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@;:hF@u|o@Y@4F}!@؆84B +\@$gF@"|Zq@@R%@ @Uh9@arO@CJ@)-F@)-@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@$F@$@Y@5F&@$B `M2P @ +F@b @@-j K@ =4@+{:ɧ@gR21@L+0R5@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@1;.F@ 6@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @/S&F@/S&@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@?oF@E@Y@7Fu.`f\@EɑB\g@ļF@",yg@@)3(]@ @q@ /:z@ePw@OL?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@5FoV^@閝B# +IlU?#xF@ `l o@?c:!@ @lӭ@:M@$AvN@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@9p:~F@;Q@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@4F9ak@z +#AM[@b +,F@BD"@@ +1l @{>x@ ^@VZ@fP(@6F$,@N{/B=v@rF@!5@ֆi{@|˖@K5yuR@Ta5@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@ LYt[D\@$rcMAO\@cqTF@ LYt[@@@/S&F@?NQ@Y@6F_@x9XKBJݫ@l一6T@.Y@@ +_X4@'4@ju@ +8f/@2j@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_?ffffffF?ffffff@Y@)-F@)-@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @2Fw_@{i5AOȾU@ KF@1`A7@@_į@ot +8@jbRrG@;bG@kls!@)-F@)-@Y@/S&F@2?@Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@7Fwu{@z[ B #n 2@oc- +T@!P]@@[@vZ,@VXۙ@;8@.a@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@;:hF@ŸU@Y@;:hF@;:h@Y@CoF@Co@Y@$F@2$6e@Y@)-F@)-@Y?$ȟ@F?$ȟ@@@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@6F: L@s.9A?P_@ X_AT@V /@@]}eK@wH? +F@#`A7K@?j ?S3`<?jVY?8@{?X/o@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@$F@5H˒@Y@9p:~F@9p:~@Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@2F61g^@b As]@|JVF@?њ$(@@ tXΓVe@P/!@ i6@̐ n@ܬ@4F6(@'\ + A@,>@ T@!8>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@ LYt[D\@$rcMAO\@cqTF@ LYt[@@{@0z@XŃ@iR?@l@?oF@?o@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @4FLRW@_vRBE4Aa ?$yF@$ú4Ck@?=,?j.?ڢZ\G?A?]R1@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@ LYt[D\@$rcMAO\@cqTF@ LYt[@@/@@[sJ@3@Vko@#@"%@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@;:hF@;:h@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6?0̼,F?0̼,@@ LYt[D\@$rcMAO\@cqTF@ LYt[@@WS@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@<JwF@<Jw@Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@$F@$@Y@/S&F@/S&@Y@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @1Fr@ĚAx+@@ F@0\(@@x +aj@z@Ҁ^@ 0lCu@ H<^@?oF@?o@Y@;:hF@;:h@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@ E:^@ b9rA򥥣@pXF@ U=@@#@% +9̣@$P6Ʒ@%"% @%kS@$F@$@Y?ffffffF?ffffff@Y@9p:~F@9p:~@Y@(FR*ِ(5@ca3A4@B7jF@'yЦv!@@>{@0z@XŃ@iR?@l@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@)-F@@V3@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@?oF@?o@Y@CoF@Co@Y@<JwF@<Jw@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@CoF@HԹwr@Y@3F{/ >>@ +&Ay7@_ +ZT@a@@~RE@he@$H&@oZU@Z@7FIJ@+BB)OX7@J/T@ q @@maf@Y9@PFC@.@;@;:hF@dz@Y@ '76F@ '76@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@ '76F@ '76@Y@9p:~F@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@;:hF@H4L7@Y@0Fmy@joA1@nF@/+ @@f@@@Z8@:QH@=@<JwF@<Jw@Y@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@ EK}ǜ@(g?nA^cG@F@ ;@@#VBW@$J0@$#@%[0U@%fi@@CoF@J @Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@3FWm7@)ģYHB'\^j@r~F@b@@ ]@fq@1@ h|`&@?0̼,F?0̼,@@3ݗ+kF@H@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد? QrD\@$rcMAO\@a F? Qr@@;@87@:Rp@7l g@57$@@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@/S&F@9RqxB@Y@$F@(J"@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@;:hF@=d@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@2Fw_@{i5AOȾU@ KF@1`A7@@_į@ot +8@jbRrG@;bG@kls!@ '76F@0ӄw@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@/S&F@=Ǹզ@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@ FzM>B@jd?Agn5+@F@@@ U.:@"X/9@!j5@"*@"?@4F\'L\@BdB{S])h@rVFF@"`l oT@@ \;aZ @}@ЗMz@>;|@0R˼@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@4FI W@̣RFA#MM@ q6T@ $'@@vϨi@T@sX/@<%@A0@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@.Fg"0Eo@ݚ+ZAc@G~F@-Q@@b/@co@1j@s"Gs@xJ@6FL! @d BR8S?q\@F@4O M@? +?1U#u?ՌJ8?âOC˿E@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@5FCu@Wc!-B8x 9?3x?rF@!2(@?&r?B@?c3 ?$ρ?2a4k@;:hF@;:h@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@?oF@?o@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@<JwF@<Jw@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@;:hF@;:h@Y?0̼,F?0̼,@@ E:^@ b9rA򥥣@pXF@ U=@@#@% +9̣@$P6Ʒ@%"% @%kS@ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@9p:~F@9p:~@Y@)-F@)-@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@4FLv!E:@jA#5@#DT@%|@@_O5@C)4@Б{@.b#@-s@7Fnx@ KSAXW@ 76?T@ j1'@@ UQ@/.U@d8m@3^@(?$ȟ@F?$ȟ@@@5F ]@H6BkF@OOT@ݢr/Z@@ 5gk @8Z@A(@ov)#@|q됟@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@1F[߆@s(A)rEg@2{F@?e@@ +v@)S@% +6:9@@ ò@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@?oF@?o@Y@3F~\S@9ƂJB,x)?0!F@2&V@@@Vv%@RlN@iuI@Wr@=o"@)-F@)-@Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-?0̼,F?0̼,@@7FA_@àc/BAH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@<JwF@<Jw@Y@$F@$@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn?0̼,F?0̼,@@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@;:hF@;:h@Y@?oF@?o@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@6FUUL@͈$B(G X?C9UbF@"TS@?/C@SS(@*ȷl@?=h@S 1@ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@$F@$@Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@4F6H@Hh@B _.@ +p F@"=@@V c +@vc+J@ +@Z-@:a?XS@ F1Uo2@IJ!AY@OJsfF@ (@@.`o@ Փ@ [Gz@!ge@!y.aU@/S&F@/S&@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@4Fytx +k@ztAPʱ@[˹ǷT@u;L@@~hN@ 3@ G`%WW@!0^pe@!vo@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@$F@%>($ x@Y@)-F@)-@Y@<JwF@3G@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@3Fԁ@U)B$Zɢ@ `@Y@1F |Rj@CA@;l[F@>6&,s@@=`v@ [%@Z@mHC@7V@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@/S&F@1ej@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@<JwF@<Jw@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@!F5jB@6*A@*@IECgF@ a@@9@ ::j@ Rs@ E-"@!6PܢN@)-F@)-@Y@1;.F@1&V@@Y@1;.F@1;.@Y@;:hF@z[@Y@6FI:ּ_@K.BAŖ_%@xT@G k@@ xe@#W@"3@# "$@$' @4Fqp@սB W@ oF@<ܒy@@-@@ )@ϏU@j:@ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@1;.F@,X*)@Y@4F1\;@~ AJd@H[oF2T@ N5?|@@[@v5:@:@Uŭ@lƀ@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@7Fz@_s4K!B `@nBc{F@!x@@-|1@D@ @"A@^P@ LYt[D\@$rcMAO\@cqTF@ LYt[@@(T@t}^_@@ X 9i@#Q@# +ٙ@#7;@$7~l@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@?oF@AБ}k@Y@;:hF@䎊r@Y@;:hF@;:h@Y?ffffffD\@$rcMAO\@z +F?ͻ@@<"׀@8%@:hZˣk@7:V@5@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@6F]XN@yBܚAb@Q-=F@!Q.ƽ@@[ +^!@ ^m@ +{u@ շyo@Di@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@6Fqc*@̖B6L?_$.3jF@"6DR?g@?EǕ?#Z?nbH? 7?k9@7FP@#,B|硨?@@@[@  S@ +1)I ¿@ Ѩ^@Yh'[@$F@&J@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@7F (@SƘFNBCK@թhهF@"@@\R@H1@mM|@ AE2@ +k@5F@̫^%B0[؎1?@[F@5fP@?+B+L?% ?A?IB@3Wo@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@3ݗ+kF@3ݗ+k@Y@ LYt[F@ jz:@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@;:hF@NUa@Y?ffffffF?ffffff@Y@1Fr@ĚAx+@@ F@0\(@@x +aj@z@Ҁ^@ 0lCu@ H<^@;:hF@;:h@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@$F@$@Y@I1F@I1@Y@9p:~F@A@*@Y@3Fs@"XYAk@ +onjF@$ł@@&,@D @OlBu@*!@ܿ%@7FEN|Y@ ԇB kj~?@ZF@"IQ@?ck0@*~+^@/U@-@ݾ|Q@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@3ݗ+kF@3ݗ+k@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @9p:~F@Azc@Y@$F@$@Y@<JwF@<Jw@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@5F޳5ӆ@ B$? ZXF@ ˸<ϖ@?r"R @C/k@1vo@7QG_@53;m@ '76F@ '76@Y@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@/S&F@/S&@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@<JwF@<Jw@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6?ٙE$Ck@lKA)L@z&GF? @@5snqJ@3OA@4* +@27hOP@1=6@5F#@l|B'`lP{@ zÊ\F@C[9m @@ݾa@aw@,-@n @v)@5FX,٭'@­;&B=ֻ?뤃+F@!@҈p@?.t?R8l}??8?j?^@@ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@5F 7sx@ɚ ]+B.~+`>?`+ݐF@!i4.@? "@K@Ryw@( i@@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@?oF@?o@Y@/S&F@/S&@Y@3ݗ+kF@3ݗ+k@Y@4FvĵX@S )AƯ-@Æ 'T@1޽@@ AT|?@# {@"zy" n@#cwlc@#k2@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@<JwF@<Jw@Y@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@3F[ D@Nֶ]fBBit_@Ă06F@ sPH@@MN@cJG:@ ̘0@Ⳋ@]^@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@9p:~F@9p:~@Y@1;.F@1;.@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@)-F@)-@Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@)-F@*{5+@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @4FS@\-=BMӐ@Du>F@"q@@>Ӱ@+@ C@-@m@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@?oF@Aaf'|E@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @)-F@2*1@Y@3ݗ+kF@3ݗ+k@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@<JwF@<Jw@Y@$F@$@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@3ݗ+kF@;`@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@1;.F@1;.@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@0Fmy@joA1@nF@/+ @@f@@@Z8@:QH@=? QrF? Qr@@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@ LYt[D\@$rcMAO\@2,F@ \EaF@@:(@8,FW@:rGhc@7~6/h@5ʲ@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@;:hF@;:h@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@&FL;]@ +&A_~@hR F@%`sW@@N q@hwzw@-+@/{)h@,ynhc@<JwF@<Jw@Y@<JwF@<Jw@Y@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@CoF@Co@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@!F5~@-fDAᄪp\@;;F@ <@@j&V@ 1.<@ RZ@ ($3@!&mӫ7@;:hF@ҲM@Y@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@;:hF@;:h@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@)-F@)-@Y@ '76F@ '76@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@)-F@)-@Y@?oF@?o@Y@;:hF@ut"@Y@)-F@5.҈p;@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@1;.F@1;.@Y@/S&F@/S&@Y@9p:~F@9p:~@Y@1;.F@#’>[b@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@3ݗ+kF@3ݗ+k@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@,Faq*7܂@ݖcjBA !@}6F@+L@@$@Gx-@(ژ8c@ !@ݼ@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@<JwF@$6.6@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@5FzRg@/XmA>U@ \3w@T@|?@@ [@I(@v N<@O@@ E:^@ b9rA򥥣@pXF@ U=@@#@% +9̣@$P6Ʒ@%"% @%kS@2FscpR@@ٜAl%K@ MWTUF@-č:@@a +@_f@5v@FX@i-@2Fw_@{i5AOȾU@ KF@1`A7@@_į@ot +8@jbRrG@;bG@kls!@3ݗ+kF@3ݗ+k@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@1;.F@1;.@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@<JwF@<Jw@Y?zSHF?zSH@@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@<JwF@<Jw@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @/S&F@/S&@Y@3F|Ybb@䅢dARW4@ S0'DdT@Q +R@@<@@T:y@Fr@"01 @2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@<JwF@<Jw@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@3F~wǐu#N@HoNA=@ +`ZOiT@0#cW@@2@u@M8%m@R^ú@j6@<JwF@,+D ^@Y@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr?ffffffF?ffffff@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@)-F@)-@Y@3ݗ+kF@6gߏ@Y@I1F@I1@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @;:hF@Ïy'@Y@9p:~F@;J@Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@)-F@.F@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@4FjR6@GKB%Qd?mVF@#fQ@@5-*Q@d}q@BpT@4?^2@6~@6Fn#@ΞiB #pH@]W[F@ g @@|Z@e#2F@C{*@/XU$@|]?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @<JwF@<Jw@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@)-F@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@ E:^@ b9rA򥥣@pXF@ U=@@#@% +9̣@$P6Ʒ@%"% @%kS@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@6F&}@Ul`8BQ*D@DnT@o@@ +ݶ/@zZ @]La`@Xi@d?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@;:hF@;:h@Y@*FY :@[oAШ:@]!}F@)9m @@5.b@CGi@{|˜@Aq&@ Z@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@$F@$@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@ LYt[D\@$rcMAO\@cqTF@ LYt[@@)&@QG]R@:De@t&@B:(@$F@8cT@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@$F@$@Y@)-F@)-@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@3ݗ+kF@6^ʖ@Y?ٙE%Ua@l| A1w ѤL@,ӅF?n@@5WWqK@3<)ф\@4 2lM@2r4@1+@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@0Fln,@0 ڣHuAT@ig"F@/`B @@E~@ @ܶǯ@d{@g+@5Ff}j>@/dMBTgMe?\_F@40+@j@?4?ƶp?? I?^j?ڑ}x@2Ft',@9ˉvsOA5*i@ bF@1O3 W@@,$s@Y<@*sm@V1գm@iÕ@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@;:hF@;:h@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@/S&F@/S&@Y@$F@$@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@I1F@I1@Y@?oF@?o@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@3ݗ+kF@3ݗ+k@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@ LYt[D\@$rcMAO\@ôLsiF@ y*i@@N]jy@8If@:nR @74q@5ˬl$@<JwF@<Jw@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@;:hF@<Ĭl@Y@3FL@@ܛ BBicH@9T@=L@@q @41S@=?@1q@,Ig@ZE+@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@9p:~F@=˘A@Y@3ݗ+kF@3ݗ+k@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @;:hF@;:h@Y@6FA@~ tFB ^jf?$u +cF@! 1ί%@?^%]@^p]K@iv÷@?V@ |@;:hF@;:h@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@Bm4@$vF@m?@@ t15@ʋ9UB@iv@2,2K#@*Ub[@$F@$@Y@?oF@GFV@Y@<JwF@<Jw@Y@7FКx#@aВhB(hv`?Q F@#*6C@?&r@VӴ@)cM@?@ =@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@<JwF@<Jw@Y@CoF@Co@Y@$F@$@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@)-F@)-@Y@6F@^uiAM@ tjcwT@@@ bm@mσ +@>h@|tHi@&*;L@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@;:hF@;:h@Y?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@ '76F@_A@Y?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@ F2)P@xhYQA-2@D)F@=@@nBb@ 6G@ O?;t@ ,@!l{@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@6F|@FmB,RS?%YF@"Fd@?V@VQ:@M۲@nAH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@;:hF@ ;}@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@5FE@@+IB y@ȈK;F@\л@@-7ts@h|J@ 4@1M + @ow]GW@;:hF@}|,I@Y@4Fad@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@/S&F@/S&@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @<JwF@0֊qi@Y@;:hF@VWiJ@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@4FYD@薧NAҔ'6@PkT@>P3@@#Yo@zWK@-d:r@a @*1@;:hF@;:h@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ?0̼,F?0̼,@@7F?>x<@̀P;B)/Qq@ڰBw@tl@(.w@?@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@<JwF@<Jw@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@ LYt[D\@$rcMAO\@cqTF@ LYt[@@.Q@h͗뉋BZ@l<;F@!ֶZ@@@ #E{>@ F5 @ γsA@@)-F@)-@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@5FǗ@4I B)? AF@ g@? hј@)^{@VG@ +=T@/[? QrF? Qr@@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@4F,Q@aQA6Ŕ^@ +RT@!S|@@ ~VH@&vb@[Zk@; @תi@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@/S&F@/S&@Y@$F@(*\}@Y?EcOu\X|@drD?A^@^o9F?@@0M$@/?,@0?nkV@.j@-Q @;:hF@;:h@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@?oF@?o@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@&FL;]@ +&A_~@hR F@%`sW@@N q@hwzw@-+@/{)h@,ynhc@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@$F@$@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@3Fq }ǚ@YñaA'y@ XF@"@$=@@&@gBR@@R-@R +@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@1Fr@ĚAx+@@ F@0\(@@x +aj@z@Ҁ^@ 0lCu@ H<^?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @2Fz ޟyB@݊;qA0A@ ;F@21;.@@"h/@Zdr@@7;17@ƺZ a@KOO@;:hF@;:h@Y@)-F@)-@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn?ffffffD\@$rcMAO\@?IdF?PGb@@<EGf@8כVx@:e.@7l~@5U S@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@$F@$@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@/S&F@/S&@Y@7FF@U AÝ,q@}@ >@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@3ݗ+kF@3ݗ+k@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@?oF@?o@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@,Fm{@A&[B@h%1F@1*ZFs@@;5O@ g$7P@^ R@KQM@dk`@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@)-F@.Gɚ$@Y@?oF@?o@Y?ffffffF?ffffff@Y@ LYt[F@8? @Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@s2@,JPT@!&I<@@S[(@hK@Ds}@۩k~@s~3@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@/S&F@/S&@Y@,Faq*7܂@ݖcjBA !@}6F@+L@@$@Gx-@(ژ8c@ !@ݼ@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@?oF@D~($@Y@/S&F@C\л@Y@$F@&4m9@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@9p:~F@9p:~@Y@I1F@I1@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@)-F@)-@Y@/S&F@/S&@Y@7F۔?@}B92:<[?KCF@#_@? +; ??"ur?1;l??S&6?EcOu\X|@drD?A^@^o9F?@@0M$@/?,@0?nkV@.j@-Q @;:hF@;:h@Y@$F@$@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@0F J@A-b9@@yd@vg@r0TlM@ gg@Ĩ+@.Fg4ZMc @ݑ_`AvIj@@SF@-1@@e1@.x @4WAP@lՅ@rM@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@<JwF@<Jw@Y@<JwF@<Jw@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@)-F@)-@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@$F@$@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@5F_F@ގ +!Q4bB ;B@ +F@A?n@@ܴ!h@t[D+@ .fuz@ZZ@qn¶@<JwF@v̢a@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@3ݗ+kF@3ݗ+k@Y@$F@$@Y@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@,Fs -u?!@"A?ob@=(7F@3^ Fd@@n)@)͢')@tu@Zy@ͤ1@<JwF@<Jw@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @5F‹4re@ӕ%BIvS|@^CQF@ sPH@@y@ +9[7@ Lͱ@ 3 +T=@ kll9@1;.F@1THjܱ@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@;:hF@;:h@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@;:hF@;:h@Y@1;.F@1;.@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@$F@$@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@)-F@)-@Y@3ݗ+kF@3ݗ+k@Y@ '76F@m@Y@.Fg"0Eo@ݚ+ZAc@G~F@-Q@@b/@co@1j@s"Gs@xJ@<JwF@<Jw@Y?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@<JwF@<Jw@Y@5F/@IʅuB%xd?W"?>F@ ڤ+@?z@J$@ݿ@3^F@kI@$F@$@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@<JwF@p@Y@5FZ5_@àc/B:X?c;pF@!>*") @?`K?Co?.~8? 3z?ߥ/ @ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ?0̼,F?0̼,@@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@4F%7 @ $A}AY@ɻ<ЯjT@-@@~hM@kqۖg@Kx@&@ vo?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @6F@2KB$،?0==F@!"`B@?g m*@Uէ;@w֒nV@ &k@4 x8@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@;:hF@;:h@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@?oF@@:G@Y@$F@$@Y@<JwF@<Jw@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@ LYt[D\@$rcMAO\@cqTF@ LYt[@@W2F@#ҝ%@@5ս @KQ@8oS3I@,O@@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@1;.F@1;.@Y@;:hF@;:h@Y@3F{wN@lĪ4c1A7z(@&dT@4@@'@$ @qņ@XOY~@l@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@$F@$@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@CoF@Co@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@<JwF@@Y?{[>F?{[>@@;:hF@;:h@Y@<JwF@<Jw@Y@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w?ffffffF?ffffff@Y@;:hF@;:h@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|?ffffffE|6@οm3A@ ʌyF@ p +@@$@%m5*p#@%&Q@%A@%Z4B@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@7F3t.@×ͻKB=cGf?>}zF@#[nCz@?7i?GO?SG$?mq?F|@<JwF@<Jw@Y@?oF@?o@Y?0̼,F?0̼,@@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@5FYw@麱|BߊH@eT@af@@ O%ŹW@ߐ@ך"@[&T~@ZBp@)-F@)-@Y@,Faq*7܂@ݖcjBA !@}6F@+L@@$@Gx-@(ژ8c@ !@ݼ?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@$F@/0{@Y@6Fߙ@5rTAy@ <@T@%F +L@@ 9+۶@~`@ Q̴@Ðu@p?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @)-F@)-@Y@ E:^@ b9rA򥥣@pXF@ U=@@#@% +9̣@$P6Ʒ@%"% @%kS@;:hF@;:h@Y@;:hF@;:h@Y?ffffffF?ffffff@Y@;:hF@[ͫ@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@$F@6AJM@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@/S&F@/S&@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@Jsպ@Y?ffffffF?ffffff@Y@3ݗ+kF@3ݗ+k@Y@?oF@?o@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@1Fr@ĚAx+@@ F@0\(@@x +aj@z@Ҁ^@ 0lCu@ H<^@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@3ݗ+kF@3ݗ+k@Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@6F !@fB Go@ـF@!i@@vk.[@ wyM@ +P @ 2@E?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @3ݗ+kF@3[@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@3ݗ+kF@65.r0@Y@5FA@7B2E?;ZrF@! @?b#?V ?hUx@*@~}G5@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@ LYt[D\@$rcMAO\@cqTF@ LYt[@@@(FR*ِ(5@ca3A4@B7jF@'yЦv!@@>{@0z@XŃ@iR?@l@?oF@Bs@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @$F@$@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw?ffffffF?ffffff@Y@<JwF@<Jw@Y@)-F@)-@Y@9p:~F@9<@Y@4Fh@`>ڥnB +MmL@MAF@(a@@"ʼ@dMۚT@QUS@?w@!@<JwF@7;<@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@6FzH@ZQF@!N7ޓ@?C?yt??iU?z @<JwF@<Jw@Y@7FR25@Vu!B|@ xH.T@ (߹@@x@0 +c8,@@8f3@EyFz@<JwF@<Jw@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@ LYt[D\@$rcMAO\@cqTF@ LYt[@@@aΟ@>/@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@;:hF@;:h@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@ LYt[D\@$rcMAO\@cqTF@ LYt[@@b`{F@X @@NN@q>X@@ Q&@9d@H@ LYt[D\@$rcMAO\@cqTF@ LYt[@@F?{[>@@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@;:hF@;:h@Y@5Fщ@ͨjmB&?;h?.F@ r2L@?oCG@@ީ@W©@OR@8SX@3ݗ+kF@3ݗ+k@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@CoF@K=@Y@9p:~F@A%|@Y@3F +` +@z>ƢWB}WF@܏ƪLF@ 4.۵@@i@J xjn@xpbO@= +1q@'BA@;:hF@;:h@Y@$F@$@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@4F=@{@m)-BIz7Y?cW>!F@$mqbc@@J߲?Xc ??phe?ʚv? #?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@6F JKTX@HSkB3 z?i F@":@'@?IU ?;{2Tn? ?y~B?ImbN@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@9p:~F@< @Y@<JwF@<Jw@Y@7FĨE9!V@а/@\nB#ةZb7P?{VF@#<64@?Prۂ@ut"@"ʤ@¥L @>@ LYt[D\@$rcMAO\@cqTF@ LYt[@@"e@"F@ 쪸@@-)u-@tk@ /Ae@Vŧ@"@)-F@)-@Y@<JwF@<Jw@Y@ LYt[D\@$rcMAO\@cqTF@ LYt[@@AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N?앿ExD\@$rcMAO\@5^iF?앿Ex@@<(XNʵ@8F'@:i͂Gּ@7_@5J\O@4F"%@AgMə@ a+N}T@ 9Y @@Lk@SxO@@j@.@{>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@$F@$@Y@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@!F5|Ổ@@31NܣAKwS)@GYF@ Y@@ [@ =,L@ Wc@ H@!4.:v-@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@5F" +Y@ŜŃB5=E<?9' +F@!!vݬ@?c?Nj S?UCz?x?T9t&W@/S&F@5@Y@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@1;.F@1;.@Y@ '76F@ '76@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct?ffffffF?ffffff@Y@;:hF@;:h@Y@CoF@F"tc4@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn?ffffffF?ffffff@Y@9p:~F@9p:~@Y@!F5jB@6*A@*@IECgF@ a@@9@ ::j@ Rs@ E-"@!6PܢN@;:hF@;:h@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@;:hF@;:h@Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@;:hF@;:h@Y@Y2D\@$rcMAO\@Z.F@Y2@@<<%㲾@8Ջ @:m9@7C@5lr@;:hF@;:h@Y@$FBֹ@0^QAIP0@:F@#`:@@zvƈi@G0ݻ@?b=?@ؙK@ T*,_@0Fn XvLP@` O>AH&2@|gF@/PH@@k@Ūd@k@3ɦ@6@/S&F@1_@Y@/S&F@/S&@Y@<JwF@<Jw@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@)-F@*7@Y@3F-m@X5 B,#;w?Z[F@2܀:@@ [`@3b@7l@u +@`;w@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@)-F@)-@Y@9p:~F@9p:~@Y@2FwSn@oKxAp sy@ AunF@1M@@Z|g@z3%oU@dZ#g\k@蕌u@*C@ LYt[D\@$rcMAO\@cqTF@ LYt[@@>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@<JwF@<Jw@Y@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@/S&F@/S&@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@3F7a@V 4FAŠέ@ ,!UT@Y!@@gÍ +@pP@XfF@tL"w@h1@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|?ffffffF?ffffff@Y@$F@$@Y@5F&@ Ahl@OXT@R\=x@@!>Ϻ@$P@#wp +*G@$`na8@$齦@,Fa֐^ @ݎ-^sA b+'@`pmF@+@@Ĺ@AN-'@#\mY@+@Ռ@)-F@)-@Y@ '76F@!P ,l@Y@9p:~F@<՟+@Y@;:hF@;:h@Y@)-F@)-@Y@)-F@)-@Y@;:hF@;:h@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@/S&F@/S&@Y@CoF@Co@Y@6F̂}@ڔl +B KG@g6w?>F@ |ßa@@\6@oc@$@F@wlTF@;:hF@;:h@Y@)-F@)-@Y@&FLUiVh@?Y@2A&A@vDF@%\N<@@-k@qc@@*=LN@'N@$F@$@Y@ F11Fk@~4A>>@LF@ѷY@@).#f@ ҹogX@ X@!a@!vLSPد@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct?ffffffF?ffffff@Y@;:hF@;:h@Y@*FY~hN@UO@F +Afn(@ZkF@)ި@@z%T$V@ +o@v{xV@IG9@/`cw@;:hF@;:h@Y@(FR;@ƅ'(AF@SCF@'qbb@@3h<@UjS@D"@c^*@gnn@/S&F@/S&@Y@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@1FsRw~@!%<=At$@ @=?F@0Ms@@s"ӌ~@56Z@@@Ct@)-F@-;yR5@Y@.Fg5ݬ@ݑ.wAvG@@]DF@-X@@ԙ@d@@li@qА|@1FsPv#@ܶ6pAC/;`@ %mIbF@0Se@@Pa)r@rkx@[&=@-^C@ݭO!@ LYt[D\@$rcMAO\@cqTF@ LYt[@@d)+@'y;@'ޮV@"?8:0F:>0@4ۜrA@l@@2uF@!a@F@Z}@ 7@p\@ j$E@ fgEt@.?]{` Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@7t3/Ew2@ԺM&A#$@*iF?@F@&IN @(8 +o@']ӏN@(b*G@(ŒJ@ ?x;}EHA# @О: sAL%hl@2 mF@ @F@#D y@%0+D@$uB&@%5CEs@%d8 @?7[>F&wb@}+a(Awu@)dGF@̿n?x@F@8U&,@!j(@!]P~@"rޤ@"zU@+;bF[Rn 5@lZQAU@6 G +>T@, @F@Kj@DtjG @ + @ :65@}@QvF 0\@ ͪz?A F4P@vщuF@@F@!BH@#%=@#/@#E1l@$1M6@ ?ؗn<ڒEK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@,?!kFa4tU@BfAűV\@ξPF@,*1@F@/@+;-@hs@@\C@?5|:ܰF,p)S @kCA &w@x+F@̧s>@F@c^m=@!{iLf@ $@@!|f@"$HCh@1Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @2?Å:Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@,ۄ;FaE8W@ݪ*&>A@b[@ ojF@+{@F@0-ě@T3ۛ@5q@W*]@̀u@$?J~pFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@333333?~IDEE[nq@xVAd@N!JluF@333333@F@& vz-@&37>@&ʓt^@'+LU@'Ao@2v78Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@2?c-lۦFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@%?.FF8Ў@ _A᮴1y@'#1F@%VI@F@Gz@cɡ@F9Z@pF@ pm@ wl.MEtT@_A%Y[ݖ@;VF@ @F@$?@%CQ@%Y :}@%l@&Rv@"(=pF8olSe@ۈ:AG+)=@ƾףF@!@F@ ^~@ ӏ@ +<@ C%1u@!d?`!i@2D#Fwǣc'@d;iA5v%@ ןk7F@1L@F@Q$hH@pOz_Z@Z(iB@kj@Х@,?Se-lFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@%?S;KFGqϝu@_i#nAֽ@F@%?) +@F@)na@EK@(З@`Kxx@ aP@%ȎȗFE3*@܉*&Fo"A.C @ZT@'0@F@Y'M'@L'H-\@9(|@>@ ^wl@&?]-FHLY@&lұAセnX3@עsT@)fQm@F@ηDZ1@!@њN@C$QG@ $gg+@?oF&wb@}+a(Awu@)dGF@̿n?x@F@8U&,@!j(@!]P~@"rޤ@"zU@ͿTE@$A ]@%3;~F@VC@F@"܋{@$\^d@$G8S@$xyf@$֤Z@ ?5~EHA# @О: sAL%hl@2 mF@ @F@#D y@%0+D@$uB&@%5CEs@%d8 @?sQ@F$G0?@$Nr1A1o@dF@@F@L4@!['@!;@"'Ų@"aV@433333[bF dy@Z#~A.!@ 26T@6K]d@F@)p@$J@kO~@Qm@B@0X&'Fm.1H`@j A:'/@r^tF@/*")@F@1V@ȇr@0lp@6L@:@9E<@{oAL@QRuzF@@F@'H#q@'DutQ@'$N*8@' +@( E@0&FkJ#@*H-1AMf.@{oF@./ @F@!f@yi@}wKE@V%@.؂%@">~uFF7csZC@wgfyAާ{@b[$F@!m@F@@ ̉3|@ 7eSI@ @/@!oR7@$YFAӦ\L @܏cJAUq(@ߗF@%> @F@] +@ R@i@ =}@ kviN@$0\FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@#?kfFA+Ū@[P7Aq!#ϧ@\Jk+F@#`(^@F@8Vu@ rjb@PyN@ Rp"u@ Ԝ11 @1sо@Fqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@4?IFpjT@UG WB0{@ӝ.ZܳF@#Md>@F@[fYD%@ gs@ Ȉe@ ؔO@]mu?333334?ڧwøEhDL1G8$@nZlAd5 @I./F?333333@F@/8X@..i@0 @.* q @-E;׾-@fffffg?2Fk +E@_c5A֖ ,d@ F@ff#J@F@! ^[@# &d$@"Moh@#4aj#@#fu8?zG|Ĕ+LEf^q~@A "u@%F?zG{@F@6G! ^@40>@5~@3b@2Ul*T@)333333=rEFU@fA峾DJ@,,jF@)'&@F@Ɖ@[@~|y@v@1mm@!?"I^F7@CYQcAސ@u+F@!5ڭ` @F@ή@ 3[ @ B4@ SZ{@!y: Z@(?AKFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @.?Kce@Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#?Ϳ)EWI@ヹ-AƩA匏@/GqHF?@F@*qÄ'@*x f&@*=8U@*A'K@)kU?@ՋCF#,m9E@׆uA~s@ -F@ҝ%@F@6c@! +q@!i@"+?e@"')@0GVP}:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@2? Fw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@'fffffg?j̰FOcN@-jWAa\w@qs"F@'`y+@F@3]@;Ψ@P@g0"%@N]x@#?L4~F@9.b@iYABҶ@YR\F@#`4@F@f㒛@ /a>'@K(d @ gKչ(@ 3r-@ ?fEK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@1?ԦFqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@333334?CDdE/@ݎ"_Ac^]z@NE?F@333333@F@&  8@&8@&Յ@'Bi @'AQm@ͿnE3@Ǘõ^Aɔ&sV@QF@a^@F@&>)@'Ù'@'|B>@'"A@'Ope|@fffffg?p|HFߴE.@`,h›A֗MOq@ $X F@ff#J@F@! rKC@# t4`@"q @#4I@#P8\@$ffffff4-FC9[@OvڇA 5@%gZF@$d1@F@f6i@he9u@֦Ju@ /W@ !@333333S̕FP} L@ӝΐAԎ"Y{@W1F@333333@F@!t3@# %@#_F@#%i=@$FQ,OB@,?vtFaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@ +3F#F@d˕A.=@E,F@@F@"Fx@$ +kB@#{2@$2@$J‹"H@ ̿;cbF2@چ YADߓ@B9F@ ̞#l@F@sv@!`u@ +n8@!Il@!L7K\@Ϳ9E3@ǚN;AɎX@Q:ۓ/F@-@F@&Jmp@'@k9@'|:]@'{@'/D@1!`nFqo;g?P@r$A{ղ_@-WT@2b}@F@@ +-@ކq@~\@]2@3IF{ʡQ +>@|HM\*A؊@jp?7T@L1&y@F@t@=٢t/@#ş@|@:@fffffg?8B.Ez@̎atAGM@EDNdF@ffffff@F@%D@&?JY"@&V|@&X{)@&1ɘiu@#?Z<:F=JB1@M1/Ak'^@vXFF@"),@F@;@ c]e@ m@ L@!e)y@333333j7S@|ޝx@EQe @RF@&?Ѣ 3FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@0Zm_Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@Ϳ&3yF `P@Ԃ_[{AՓ%K7&@MIF@@F@!ua3@#bv @"W@## [@#!@28E*Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@6?ܜFP*MS2@fYkAaL#@RwiF@#($J@F@l;3R!@v@^=@&^@c@,?rqFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@1Hx*Fqj@T5ŨA'xtvn@T@2GeV@F@hkH@o}@- i@m9@yy:@0?љFFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@>l$F*gP@ lzA=Z@@VF(F@mr@F@'}?@!mm@!$<s@!lЊ@"Fgb}`@%\KFEeon@lWtfAƇj$B@.̥T@%Q@F@ot@S1@tK u@ }@ \ǒ:@$pFͷy:3@(p Aׇ](#@Q33F@6dw@F@ 9 +@"4 +(@"KsT@"̅@#P/@1@ ?3ۈF/Ȗo7@AFHde@RDF@π3r@F@ ؄d@!V^`/C@ D@!ԣ@"x@?Ŧ;8@EŔ])G|@;yA}!N@PmF@ 7@F@&_Rg@'^ H<@'76@'pK5@'Tf@3j4" F}@}<{A,hγg@ 2XT@uD@F@(G@jrhhB@;جO%@1va@^0K Q?333334?\O4E3KKS@Nu4XA`^@AwF?333333@F@(Ol(/@(Vucg@(RlX@(_x~L@(gh@0?-/Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@$П61PFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@1IpFq_#v@VA,j@xf>F@06;%p@F@H@@5@)@"Ext@,@%o@2b_AsFt`}R@cRFA ͽ@ #BF@1p\ @F@@"xG@ ;@' , +@@  CS@6fF+h𭶿@OBBC%a@\MӘF@! @F@{KO@ +'5B@_;1,X@ +6+A@ }3m@4?k3Fe>x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ@&T=5&FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@333333>YFO!;@ӝ~AԎ^4@]_AF@333333@F@!H9k@# ^@#_K|d8@#U@$F\Z;@&fffffg?jxArFKP,T@ޙâAj@}<9F@&bs@F@Յ@ +/Z@Hʙ@/02 @ e?񙙙?2E9Bt@i!}A좡|@XM F?񙙙@F@,wIrYn+@,!1Q!/1@,6b@+Lr:@+$!m @4?(@FfeL@ƂtB347ߵ?cF@$g{@F?׾oYi@yr=_@3@m k@뮕^@1?oʟFssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @2fffffg?5ΎFteX @ъڿ^A P*@6K%zT@5 @F@N87D@)N@*2UL@{m@IJ@ ?6̈́rENtPc@П%ŸAMD0@2LF@ @F@#`Ѝ@%@$4@%4'@%+@'̿>f&@RFP v@cH]A@fA +F@'8K@F@@]ŏ@ِ42c@tʲ@kkF?zG|kא9Ef^q~@A "u@%F?zG{@F@6G! ^@40>@5~@3b@2Ul*T?333334aN;Em)@Nu4XA`^@AwF?333333@F@(Ol(/@(Vucg@(RlX@(_x~L@(gh@$?? @73F@mr@F@*@!4QZc@!$ @!33@"F0n@%?[z +LFE]N\@ݹoģ!A(Z@RF@$[@F@ux(/@ZRF@mܪ7@o@ _P]G@*$pFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp??pX`EM7b@: +kA ̦=@3˽F?@F@)9|@(?^@) {r@({Nu"@(ec@2fffffgwvXFt=K@ޮ"Aw6;@a7T@6v @F@Ix@4u @ Y@m?j@ 1(@#Ϳl`qFA+Ū@[P7Aq!#ϧ@\Jk+F@#`(^@F@8Vu@ rjb@PyN@ Rp"u@ Ԝ11 @333333?aҙFP} L@ӝΐAԎ"Y{@W1F@333333@F@!t3@# %@#_F@#%i=@$FQ,OB@4333337qFXT@,?Ϟ8FaE8W@ݪ*&>A@b[@ ojF@+{@F@0-ě@T3ۛ@5q@W*]@̀u@ ? zEui8@=&BBA%qyd@;~F@ @F@$?*@%a@%Xe@%{@&GT@>KE@SM@}ÑxpA xV]@--;@< A4f\I@ϣjT@4d8@F@w@^ +r[@4Q@ӊ1>@"@(?1sFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @#@|F@9.b@iYABҶ@YR\F@#`4@F@f㒛@ /a>'@K(d @ gKչ(@ 3r-@?F"Eo@-,_rAŠ@@F@@F@${"[@%.n@%*@&E/@&I@.NFdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@"F8olSe@ۈ:AG+)=@ƾףF@!@F@ ^~@ ӏ@ +<@ C%1u@!d?`!i@ffffff xF ˽ͯ@f @2Aq-@mYF@fb4~9@F@ s@"?&@!wK[5@"n@"X\ws@5?-wPF@_?Bi^?f@ 333334ٸݤE#$@V:DAкןt@7#k>F@ 333333@F@# A"@%Wuy@% ٴ;@%veE@% H@.?R3$Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@()3FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @(ԍ@FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @.?eEFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@"?2"dF;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@&ffffffxT$FKCN'@ޙ6eA%{*@~ SF@&b,R@F@ S@̎x@ru@1\ J%@ _+@5iZDFQ@= Auy@RF@! @F@oʒ@zK@^%á@%R' @2@ͿAмe@F&wb@}+a(Awu@)dGF@̿n?x@F@8U&,@!j(@!]P~@"rޤ@"zU@ SJ,DF2tR@pT_AGC@CvN`F@ѢY@F@-N@ ƚt(@ L@ Oz@!iِE@ ?[(EtT@_A%Y[ݖ@;VF@ @F@$?@%CQ@%Y :}@%l@&Rv@?JEřa@fg.\jA$=F +@QC;F@@F@&*V5@'fɽr&@'>d)+@'y;@'ޮV@0?ܵz2 (Fm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@*ID)XFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@*ffffff?GC1FWո{)@:CAS_@6T@.+@F@6B@rlCjo@M@u@@ ?OQF0N0*@LAvbj*@zF@Ŋ,@F@+<;@!Kӓ@ @!$.]@!4p@'xw@'Lg@A[fFؖ1@#еAؚiW@7T@/ @F@ɿt7Yc@X@;@ ~ނ@ `c@@E-5dE&ʪ9@Kʶ As@%9}yF@@F@"+4n @$Q@#P띀@$vnQK@$p#1O@$fffffft]Bm$FC5@ON:A$E@jJ,F@$d3@F@-G4N@&w|A^@g]@ 0E|5@ vhd@!N˷F4/0@ھ2Aݬ<|@ݓF@ 0j+@F@;e[@ mttx@ zjN;@!1+ס(@!LW@.fffffg?_+g,Fe\mD@:YAxP@$F@.GM3H,@F@ +;c@u2@H>S@iWP9@v!@333333?HdKyE9E@k:A$H]@,SF@333333@F@#[j@$1Q@$bNU1_@$uy/@%*}$&?fffffg?Iƅ$.E@-Y8AYj@OF?ffffff@F@'dRԖ@(-Ʈ@( @تJR#@_U@cX1- @ ̿,F2@چ YADߓ@B9F@ ̞#l@F@sv@!`u@ +n8@!Il@!L7K\@3S%)Fy GB*@FS +AaK@T@s@F@k^N@CS]@7 5@3@ck@ ٹ߰F/Ȗo7@AFHde@RDF@π3r@F@ ؄d@!V^`/C@ D@!ԣ@"x@'fffffg?^H(FOcN@-jWAa\w@qs"F@'`y+@F@3]@;Ψ@P@g0"%@N]x@Ϳ 8E*hS,@?@x2Ḁ`H@IZF@@F@%x@&\/t!d@&bBJF@&h"u@&礫mE@?ءB"XE@q@ѮC Akâ@):hF@@F@"ߕ@$35@$BiH/1@$"}`@%{@O CE@q@ѮC Akâ@):hF@@F@"ߕ@$35@$BiH/1@$"}`@%{@0)aEY@ѧl!Ay#'@)zuF@I^@F@" +?@$}ㆫ@$@ᚹ4@$Y@% G@,!xFaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@(žJFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @ͿMoi<F#`L@ՓQG Atm@{)F@F@F@ j4a@"S-@"$-f@@# `~@#Iv:<@3|@\Ft`f@-KzB7@ '.HBF@&*\@F@!@N@(ZO +@ .S@Gg@.zK Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@$?kFAr7@ܝ_SABxƯH@\(F@$f@F@k2ʯ@ V,@ڎ)@ @-@ ""X@4?3:FmnJ@O8B_óȿ0gVQF@3 x>@F@tm1@@}@@8\~6?kl%@$@IFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@333334?̦e`E/@ݎ"_Ac^]z@NE?F@333333@F@&  8@&8@&Յ@'Bi @'AQm@4?YFe>x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ@4?}F+-H@/LB`~"Y'C)F@2Q@F@ Oc@ +1@>@ \?>B@F@eY@ n@ S+)@ յQk@!Sٍ'?wE6E.@N}yR@)[C4~@) M@)Q:@)Dv@0?Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@,NҐFW]AH@|d[AFM@+%ƽF@'3z@F@h'@JM@~/+@'._D@(^șo@!?;G0F4/0@ھ2Aݬ<|@ݓF@ 0j+@F@;e[@ mttx@ zjN;@!1+ס(@!LW@fffffg?,F+@5:Aq"L@6whF@fJ3@F@7,k$@!K@!"K @!3rDž@"8ґC@$t͟+niFAزR.@$7z1Ař@DhZUT@$lEx@F@$K;a@ o@ +.@ G*@ ɀ_8>@'fffffg?jRjGFOw-X@-AY +]K@r^63F@'`8@F@"y~@?Y@6;@ @g@?)FF 0\@ ͪz?A F4P@vщuF@@F@!BH@#%=@#/@#E1l@$1M6@$a\FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@&?$QLFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@(?'àFQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@333333ރ@xFh$$@_ι:AW,@ȓWF@&ˁ0HA@F@=@!ι@!4.DQ@!2D/@"*C@'fffffgCv_8FOw-X@-AY +]K@r^63F@'`8@F@"y~@?Y@6;@ @g@?WD|F 0\@ ͪz?A F4P@vщuF@@F@!BH@#%=@#/@#E1l@$1M6@333333``FXT?j/SEyzt2j@~wA.uxRA@}DF?@F@-8mql@-@-WL@,b@+輚)@AIR^:Fe3@+{aA @ "SF@"wth@F@ i@ԬVg'@@>X{@;@.@Ϳۘ2E;`@{xjA%kS@$vc:F@g8}@F@":3@$X?ܲ@$.j-@$|Z@$|`y@#?`!pFA+Ū@[P7Aq!#ϧ@\Jk+F@#`(^@F@8Vu@ rjb@PyN@ Rp"u@ Ԝ11 @Ϳx4şECe@/nrAz@%~jF@@F@"s׫@$^ez@$;+@$-@$%`?fffffgܿ XFXT@DЊiF_o't-@ۧ!mAf5@ ;QF@' $ @F@(!B@@A՗@XJ@u^@333334Q+F"Guu@׶2|Aub@ F@3-@F@9@"!3ETh@!@"Pq-'@"k9@0?B>`Fm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@.?p_8@Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@3F@F^ң^@R .B,>:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@̿,p aF&Ay0X@tuiAjCld'@/rF@z@F@@pc@!co@!ab[S@" :2@"}( @ Ϳ.&FXT@,'1mFPq6A@A}K@a(F@#臨M@F@̳)6@M@/:+@Ts2@Oѓ@5?Ä(pF\U:@²B=BN?\PF@!?G0@:@F?Yh?I>w4Y??T*3?r@".:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@fffffgضͦEɄ{P@#ۈAcۢ@OfF@hoVz@F@&Re[@'02@'U2O@'Cw:P@'p3V@09&Fjh';:@ +ЦMAL@T0*F@2S;w@F@ګK"@3?(ُ,@ +b3@}K'@C/@&Ϳ^ {FXT@.?ƲXFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@?o2㽄E*hS,@?@x2Ḁ`H@IZF@@F@%x@&\/t!d@&bBJF@&h"u@&礫mE@"?vF;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@sEb@'V@( g@4HᒶF+ٌ@*hA׊*@H%F@6dw@F@ "?@"k@"J\ i@"@#OY% +@2?CFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@4?$F+-H@/LB`~"Y'C)F@2Q@F@ Oc@ +1@>@ \?> @تJR#@_U@cX1- @,%FFF@I z[A2C#3@j5F@"&IR@F@ `@#sS@"Ti +@#>$b@#eѡ%@v38EJ=@ѫ>qAhULG@*QɉĺF@@F@"Bi@$o7@$CUY@$fW@%ƷCh@0Ϳ(ɕFoH@ߴfABw@ jxT@3Y7T7@F@@I@pNO@!GK@@Fg@,%FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@*?޻EFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp?zG|?nbEf^q~@A "u@%F?zG{@F@6G! ^@40>@5~@3b@2Ul*T? EM7b@: +kA ̦=@3˽F?@F@)9|@(?^@) {r@({Nu"@(ec@333333?W2 +F-/Z@ُ.A@-֠@iLF@3 +Sy@F@F@!om&i@ j$>@!y@"@333334W3E/@ݎ"_Ac^]z@NE?F@333333@F@&  8@&8@&Յ@'Bi @'AQm@.?eZmFdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@%?1 +FE]N\@ݹoģ!A(Z@RF@$[@F@ux(/@ZRF@mܪ7@o@ _P]G@fffffg nFXT@"ae4(eF8olSe@ۈ:AG+)=@ƾףF@!@F@ ^~@ ӏ@ +<@ C%1u@!d?`!i?333334M fyE3KKS@Nu4XA`^@AwF?333333@F@(Ol(/@(Vucg@(RlX@(_x~L@(gh@3iڛ8F<&~@J!B}BOĉo@XF@Q\лo@F@ ^s/@@@҂$d@#럸@c,xZ@ ?kMCKEK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@4 +xEm dBhH@!A;;@F??>q@F@.AG/@.OSEz@.ig@-Q%@- +@1?e: Fqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@?Q|F+ٌ@*hA׊*@H%F@6dw@F@ "?@"k@"J\ i@"@#OY% +@?C-F+ٌ@*hA׊*@H%F@6dw@F@ "?@"k@"J\ i@"@#OY% +?333334?A}pE3KKS@Nu4XA`^@AwF?333333@F@(Ol(/@(Vucg@(RlX@(_x~L@(gh@?W65F+Z5(K@?v1AxܜS@ޭyF@}wl@F@`@!C?ϕ@!P@!{@"6D@1l4Fq_#v@VA,j@xf>F@06;%p@F@H@@5@)@"Ext@,@%o@(T ֜FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @?dl&F$G0?@$Nr1A1o@dF@@F@L4@!['@!;@"'Ų@"aV@,?݆ާ(FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@(ی4_FQ5 +@x2J A'+@[&KpF@'mqbc@F@P!iv@С =^@#~8@F%@U i@?(E@q@ѮC Akâ@):hF@@F@"ߕ@$35@$BiH/1@$"}`@%{@(ۺw$JFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @fffffgFXT@(?Y"FQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@ ?u@EK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@1?ɠwǃFqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@)333333XJFTڣ@8oDAmL Ȥ@ I 1F@8_M3H,@F@/[)@@.s&@B +7@ο@3lF\&O@ײ}tMB+ $]@@؆&kF@@F@ n̬@P$Y=@_Zi0@zhP@Y>c@4`aTFU.G?&@$('9Am`춈@TNF@&ѷ@F@!==@. @J@ws@$ @?aJe,F1;@8A؎,`N@G٣F@}@F@ GH@"g +Վ@!o @"5@#q?333334?㱗MEhDL1G8$@nZlAd5 @I./F?333333@F@/8X@..i@0 @.* q @-E;׾-@1?DFq@`_ :A=;@ɤu{F@0FJ@F@B/@/l@J G@-@v'@&?lFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@*tR.FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@4?WeFi@ѩ=jBR,]k@mlF@#e@F@@ B"(@ +R@ %\:{@ _PX@ffffff?(1'8F ˽ͯ@f @2Aq-@mYF@fb4~9@F@ s@"?&@!wK[5@"n@"X\ws@1?#;2@Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @0ddFm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@3?bF^ң^@R .B,>:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@.@~FdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@333333?:-`FOvЩ@ӝ]ZAԍZxQ@b@fzF@333333@F@!]o@#y:@#_ m\O@#蛫F@$Fg'"@ 5~F04VNZ@Ѭl;Aܙb|i@ۆF@ ,gU:@F@]<@!Jo]6@ ъ1@!} +E?@!jX)@ ̿[N%tF2@چ YADߓ@B9F@ ̞#l@F@sv@!`u@ +n8@!Il@!L7K\@3CJQF~@SA"K@ +fiT@?@F@DD@spfp,@JB'@@@%8T@"?] :F;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@(?\FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @fffffgvFߴE.@`,h›A֗MOq@ $X F@ff#J@F@! rKC@# t4`@"q @#4I@#P8\@?yFj8@.qAQ=@;F@ڱ@F@ 1ru@"T%ka!@!@"UL@"mil@ffffff]F }=+I@JUeSAR^B@XF@ffffff@F@!st@#y<7Z @#:@|EW@#:@$KX@"?>uJF;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@2?rzFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@Ϳ0F&S]@؁diAEyS@6 F@̾3@F@3ꈷ@!q@![ =@"4@"xs!fw@ffffff??iFg:@_5A֖Q@ + 4uF@ff#J@F@! X$@# P0@"Է@#42~[@#@@,5ƿ>FaE8W@ݪ*&>A@b[@ ojF@+{@F@0-ě@T3ۛ@5q@W*]@̀u@"fffffgX*h*F9@'Y@`$Ap@CtPF@1iA!la@F@"Vg@eqv@&8+@h@ Myt@ͿgC=F# U<@ՋO\J^A޲"@(UF@P3:~@F@ l?@"쒔q2@"xl@#}<˂@#A@Ӛ@,?NFaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@$?_rFDa@ݔ܅3AY*C@8^hRtF@$ʯx_@F@@X@x5he@ AP@ CW@5!GrFͺ @˅%ga<4B*xr?"'*F@ t}^_@F?c@_+)@S5G@yR@c[Mw%@2gRFf;HH%@ۯIl#7A]:@ 1[F@$6l!-@F@`Za@ߴu@vݻ@tL@x;<@ ?^F/Ȗo7@AFHde@RDF@π3r@F@ ؄d@!V^`/C@ D@!ԣ@"x@̿PF,@TMJϤAj|#@peF@y1D@F@ Q"@"\H@"UU%@R@"@#Y +`@$v@FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@2ՌEJ=@ѫ>qAhULG@*QɉĺF@@F@"Bi@$o7@$CUY@$fW@%ƷCh@,YFaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@2Fwǣc'@d;iA5v%@ ןk7F@1L@F@Q$hH@pOz_Z@Z(iB@kj@Х@*?RO'[FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@Ϳ兗_FF#Î@Հ%&A6*@yA:3F@X@F@ -@"=¼s@"u%@#ԡ@#FW1@4lFJy?H@WQۣAZ'@CT@İ@F@@ qyC@ Ys]f@ x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ?zG|?`Pm[`FXT@ ͿںKXF3'Wm@]yA~>GU@%%F@!Sޤe@F@I&F2@ ~@ y3;@!,A@!) +@A xF[䏎]@{i5Aޙ@{AF@!eh@F@U@w# @8)@I@H]o@*Vg:2 FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@"d&O٨F8jيxF@ې! +Aœ@ͰF@!Y3@F@7@ v @ %8K@ 1Π@!^5e#@5Cp¢F@YR@Bi@$:F@X@@F@1Xu@ +Zd@iL@'zBY@޿q-@ ?0 ^1I(F2@چ YADߓ@B9F@ ̞#l@F@sv@!`u@ +n8@!Il@!L7K\@&DvFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@&1EJ=@ѫ>qAhULG@*QɉĺF@@F@"Bi@$o7@$CUY@$fW@%ƷCh@8_uFc6@AJ@F@'~jX@F@]X+@z0|y@alK0y@@?|,]?8EM7b@: +kA ̦=@3˽F?@F@)9|@(?^@) {r@({Nu"@(ec@?ȑ8EJ=@ѫ>qAhULG@*QɉĺF@@F@"Bi@$o7@$CUY@$fW@%ƷCh@.̿6D'@FlT@0^`-@F@ +g]@on}@B@[+dM@?@ffffff iE @F_w.AT[7@K5WF@ffffff@F@%R)z @&;}QZ%@&{@&ǿrs@cBd5A3@fmP- @تJR#@_U@cX1- @2?+J[qFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@ 9F2tR@pT_AGC@CvN`F@ѢY@F@-N@ ƚt(@ L@ Oz@!iِE@2RFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@ffffff?48` E @F_w.AT[7@K5WF@ffffff@F@%R)z @&;}QZ%@&{@&ǿr0bF?+^l@w0ДAK21@nFJF@#28Td@F@UZ=̞@ Nާx$ @HD@ W܍q@!q@?\? F&wb@}+a(Awu@)dGF@̿n?x@F@8U&,@!j(@!]P~@"rޤ@"zU@ٮS7hEřa@fg.\jA$=F +@QC;F@@F@&*V5@'fɽr&@'>d)+@'y;@'ޮV@"?zV6F7csZC@wgfyAާ{@b[$F@!m@F@@ ̉3|@ 7eSI@ @/@!oR7@%? +gFF8Ў@ _A᮴1y@'#1F@%VI@F@Gz@cɡ@F9Z@pF@ pm@.}]Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@333334A F3t @әj1eAԉ姁P@DfF@333333@F@!띀@#´Aq@#a3`q@#/d@$GSe@Ϳ:[E*hS,@?@x2Ḁ`H@IZF@@F@%x@&\/t!d@&bBJF@&h"u@&礫mE@333334 +uF](F3t @әj1eAԉ姁P@DfF@333333@F@!띀@#´Aq@#a3`q@#/d@$GSe@?(pF@1Ӯh]@F@V*G@u@_@G@HT@"?xF;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@ffffff?ʙF }=+I@JUeSAR^B@XF@ffffff@F@!st@#y<7Z @#:@|EW@#:@$KX?陙(U#Eb,YA2@\AWMc@ccE$F@)(f:@F@d@%zM)@vy@E+@ß`@U)FXT@*?IJWFYj@SRKApLŗ@' 0F@*Q@F@*%ѷ@KG*@WeB@d ~@ + +Ý@0333333";@Fk\g0 @SRKAm nZ@ICjF@1G@F@K@#ʽy@KBh@_Tt@;Xi8@?ɉԯF$G0?@$Nr1A1o@dF@@F@L4@!['@!;@"'Ų@"aV@% dv FE]N\@ݹoģ!A(Z@RF@$[@F@ux(/@ZRF@mܪ7@o@ _P]G@(2!{FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- ?ə}~FXT@0 +W+Fj&ipo@۩t:AaN@T@t@I/VŏFT!Z@YvAgAԿ@.%F@$P@F@Eӫ@Vz@<|2]@H&v@.[Q@5?ʜF"<i@ܙ;BfVfC-۪'YF@2[l@F@t4t@H=@&a?MU~%?:@&?E0,FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@&ffffff$0FKCN'@ޙ6eA%{*@~ SF@&b,R@F@ S@̎x@ru@1\ J%@ _+@?lx9\F*C0@ ,{TA>? @7/$F@Ռ@F@d<@!4QE@!$}t@!3x@"F0?`Eyzt2j@~wA.uxRA@}DF?@F@-8mql@-@-WL@,b@+輚)@fffffgވJ7DFߴE.@`,h›A֗MOq@ $X F@ff#J@F@! rKC@# t4`@"q @#4I@#P8\@VPEu$@ΟxA*ji@@[u%F@@F@$/@%.h@%}?@&K@&HLj~k@^iF+ٌ@*hA׊*@H%F@6dw@F@ "?@"k@"J\ i@"@#OY% +@?K3EJ=@ѫ>qAhULG@*QɉĺF@@F@"Bi@$o7@$CUY@$fW@%ƷCh@0H_vHFm􈘹@j A:'/@p F@/7~@F@iT<@ȇI]@0Y+@6p@:K@+?&zB\PF[Do%@T!gvAiq,@{rZF@*f@F@ȡ@!Ői@n%@})j@0Y9@0d7- +Fh4@U pA @j7/T@=}o]@F@%{F@~Bh&3@i_@ t=@niw@#'UF=cg@VAlS,@ł :F@0~($@F@1@7Hi@HH@@ <(@ffffff̋gXE @F_w.AT[7@K5WF@ffffff@F@%R)z @&;}QZ%@&{@&ǿrtF_@컬,Abw@uF@V}@F@!@cM@#6Ɯ^}@"Ν`@#aKY&@#QH@$FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@1`PIfFqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@fffffg¶jFߴE.@`,h›A֗MOq@ $X F@ff#J@F@! rKC@# t4`@"q @#4I@#P8\@4]S%YFRL#eN@ EA:l@&T{F@%} +RiY@F@窽n@఑m@{a@W5<@\@? CFD|L@ҭ{AӁ:@!8cF@@F@"g+(@$'uw@#ˉbӚ@$L(@"Y@,xNFaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@#⢺5l@F@9.b@iYABҶ@YR\F@#`4@F@f㒛@ /a>'@K(d @ gKչ(@ 3r-@*&EFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@29k&HFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@(sXFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @(>[&FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @(^pIGFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @%5FF8Ў@ _A᮴1y@'#1F@%VI@F@Gz@cɡ@F9Z@pF@ pm@1>L7p&Fq_@ߎH;Ae,@$CpT@2S@F@<@K@x@QS@]wI?@fDj F@7mA؏E@F@}@F@ G} +@"f噁@!׷0@"HJ7Q@#Po@?&W\F$!7:@Au@mF@"@F@*H@!V C@!<9/@".WW6@"`y/@#333333?u4F?+^l@w0ДAK21@nFJF@#28Td@F@UZ=̞@ Nާx$ @HD@ W܍q@!q@(?}XFQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@ၢ_E&ʪ9@Kʶ As@%9}yF@@F@"+4n @$Q@#P띀@$vnQK@$p#1O@&(FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@0?ۈp hFm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@.?剋jFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@ QF2)P@xhYQA`1>@D)F@=@F@x@ SbE@ M\#=@ @!j@*ޯ3h&C$FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@(? 8FQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@1&Rp~Fq^H:@[3_AR i@`$T@2@F@ #"@]@w'@cx@o-?@3?`F^ң^@R .B,>:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@)333333?HFT _;@ G\+Am@N1WF@))m@F@@I6Us@ R@ ƍ@Є(@$ QtFIFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@6.ѦFQj,!@֙.&Aԃ@x fF@!R0 @F@luX@@GV%@t@%N;@0[FFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@ ?[euENtPc@П%ŸAMD0@2LF@ @F@#`Ѝ@%@$4@%4'@%+@4^ˎFXT@6k YRFڣ|m@v AVM"@ rydT@-@F@ {'@<:@Ft!@86ä@ѷ@ɩF$`G@#(TA|@aRF@@F@]-R@!.@!1ͣƍ@"(Y@"L@0?<1qHFm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@333333Y(@F-/Z@ُ.A@-֠@iLF@3 +Sy@F@F@!om&i@ j$>@!y@"@5@2E}F"<i@ܙ;BfVfC-۪'YF@2[l@F@t4t@H=@&a?MU~%?:@,?Ԑx,FaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@2?,Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@"㰄0F7csZC@wgfyAާ{@b[$F@!m@F@@ ̉3|@ 7eSI@ @/@!oR7@3?dR:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@0C| Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X??Eܪņ@ (wAx=1@JRr<F?@F@(][@(b(}lÝ@(T%6@(khL@(ʃk@%O/VFE]N\@ݹoģ!A(Z@RF@$[@F@ux(/@ZRF@mܪ7@o@ _P]G@&@2QFK:q@, +t%AnS@F@%np&@F@$[U@ #@@@Ϳ @تJR#@_U@cX1- ?zG|?ʇI"T`Ef^q~@A "u@%F?zG{@F@6G! ^@40>@5~@3b@2Ul*T@ffffff< F VKPmh@Eo&ANV:@oу`F@ffffff@F@!ϫT@#{Űuo@#0l@# )&PG@$V6Q@&ɳBFKK9oD@]A|j4\>l@ѩ*8F@%i;@F@@L^i+@c @\̮@Y'ݱ@(?I[OFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @?ƵF;os@,N[FAYCc@ zSF@!}@F@!"dI@#̖^@".1O@#HY4@#Sf +@(?՟r|@FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @.?z %FdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@ ЭxEK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@(?K6FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @!?zbF4/0@ھ2Aݬ<|@ݓF@ 0j+@F@;e[@ mttx@ zjN;@!1+ס(@!LW@1FGU#+f@pxHAڧkm@@bLnT@`ŬG@F@ @ By@RhL@ ~5@!O*x@ ?p'EK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@3&Fx9%@@KO]A\0D@ +rkT@M@$>@F@??ɓ@P2j@ړ@}oA0@nS@.?#Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@,?-}>FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@"333333@!\oF9nj|@@۲9qA-qy@FF@"2>B@F@eY@ n@ S+)@ յQk@!Sٍ'@ik/ E<@{oAL@QRuzF@@F@'H#q@'DutQ@'$N*8@' +@( E@*?64FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@ җ`F06X@ٔ+>-A% D@؜,F@ tdU@F@cN0@!>dw_^@ xϥ$@!qʘN?G@!2H@1?KbPFqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@*/PF@7mA؏E@F@}@F@ G} +@"f噁@!׷0@"HJ7Q@#Po@.?܃ UFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@.Bذ|FdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@(ӡFQ$0`z@lvCA +*@QF@'.@F@s@@BS @uqI@yRa@&?5n>1FK:q@, +t%AnS@F@%np&@F@$[U@ #@@A@b[@ ojF@+{@F@0-ě@T3ۛ@5q@W*]@̀u@%SGjHFXT@?WF&S]@؁diAEyS@6 F@̾3@F@3ꈷ@!q@![ =@"4@"xs!fw?ggr%Er @: +kA ̦=@3˽F?@F@)9|@(?^@) {r@({Nu"@(ec?Ϳl8\E;dn'@8Av@PO1vF?@F@,0?~@, @-cE@,#6( @+AF؃@(?^.`FQ9I@wt)'*DA"͛@Z&3F@'b@F@ܭ@(ε.A@E@D%@S#U@fffffg?Z>Ei'@( A݉)"J@.1F@ffffff@F@#>kw@$Դn@$=7@$J@%F @#333334?RAUF>YT5@g"'A[̱4@ >xF@#2\E@F@LmR@ ^ >@uD@ Tz%@!0)@5P +㢻DFh`@(₿>Bx6U@q\ZF@ .{@F@Վ<:@ +ZT@ +_ė~@ '̯w@t޴?fffffg?'E@-Y8AYj@OF?ffffff@F@'dRԖ@(-Ʈ@(8@'g@'V @&fffffg?PFKP,T@ޙâAj@}<9F@&bs@F@Յ@ +/Z@Hʙ@/02 @ e@+UF[h{@gvAUh1@4bT@,]U@F@Y@>~hN)@3My@E)@S@Az''uPFX@ҭL6AӁL{@!-UF@@F@"g}e"@$']Pȵ@#p!@$Lb@$ʣ@&?`(pFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@&Ϳ˜Hh`FL.x@ǒ˫AFkZ^@}$F@& $ p@F@dY@"@qXi@^5s@ +!E??:'WEܪņ@ (wAx=1@JRr<F?@F@(][@(b(}lÝ@(T%6@(khL@(ʃk@(?=b@FQ9I@wt)'*DA"͛@Z&3F@'b@F@ܭ@(ε.A@E@D%@S#U@2?.5-fhFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@(㞝ǨFQQ@@'@< AeB @b5,T@) 2#@F@_@Io@}uE@EDdt6@S8R&7@0333333?5Fk;!P#@WȍA>;@W/,tF@0jUp@F@ط@bYP@6RW +@S6@$~)@"333333?j?F9nj|@@۲9qA-qy@FF@"2>B@F@eY@ n@ S+)@ յQk@!Sٍ'@fffffgp aEɄ{P@#ۈAcۢ@O5glF@hleW@F@&ReǛ@'02\~@'U1Z@'CǍu@'p3r@0?}ٰhFm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@?mE V@͑/ AН@@(Q2F@@F@$ +K@%|R@%m@&L@&I +@?F@7mA؏E@F@}@F@ G} +@"f噁@!׷0@"HJ7Q@#Po@fffffg?)VF+@5:Aq"L@6whF@fJ3@F@7,k$@!K@!"K @!3rDž@"8ґC@3\F},{Xel8@AWrW(@ rDSj6T@8@F@R(x@45\@AO@Zu#@43@,!71F@1Ӯh]@F@V*G@u@_@G@HT@5K"F0`@u<)>B0뼽~?SZF@!!@F?լ@S@ x4@O@:H@@!?&/5]F4/0@ھ2Aݬ<|@ݓF@ 0j+@F@;e[@ mttx@ zjN;@!1+ס(@!LW@(PY FQة @s*\3A&K@Z n63F@(R@F@fC}@͊z@!: @Cn\@Rv|^@.̿ʰxh0FeIsx1@ b 5aA9n@^>~T@2EwU@F@f@&UX@}`@k@v@&ffffff?m矐FKCN'@ޙ6eA%{*@~ SF@&b,R@F@ S@̎x@ru@1\ J%@ _+@"?x{2[(F;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@#s@F@9.b@iYABҶ@YR\F@#`4@F@f㒛@ /a>'@K(d @ gKչ(@ 3r-@0{YbFm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@ם@F;os@,N[FAYCc@ zSF@!}@F@!"dI@#̖^@".1O@#HY4@#Sf +?Ϳʋ'Eܪņ@ (wAx=1@JRr<F?@F@(][@(b(}lÝ@(T%6@(khL@(ʃk@$ffffff?#{FC9[@OvڇA 5@%gZF@$d1@F@f6i@he9u@֦Ju@ /W@ !?zG|??.Ef^q~@A "u@%F?zG{@F@6G! ^@40>@5~@3b@2Ul*T@* OFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@yL%jE&ʪ9@Kʶ As@%9}yF@@F@"+4n @$Q@#P띀@$vnQK@$p#1O@?׀rMR@F*C0@ ,{TA>? @7/$F@Ռ@F@d<@!4QE@!$}t@!3x@"F0@$YAFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@ ??[ F2@p |At65˹@BF {F@cA @F@8>d@ xX@ K87@ ,R@!hT c?Ϳ>Eܪņ@ (wAx=1@JRr<F?@F@(][@(b(}lÝ@(T%6@(khL@(ʃk@3?(FS"@khB(iBP?,=nF@2 <@F@y@%S@<fA@IX#[X@՚H@.?1AFdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@2TDGFwǣc'@d;iA5v%@ ןk7F@1L@F@Q$hH@pOz_Z@Z(iB@kj@Х@c옐FM&e@t!AؘeI@ˋF@}@F@ Czß@"dBU"@!@"a}xQ@"|}@2{ _4Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@3OgOFVb9@һXBC˶@kd?F@ b@F@"6R@$@]tVZ w@+2 Fu]P@-B@F@eY@ n@ S+)@ յQk@!Sٍ'@(?^ FQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@,ͿmWyTFa)He{@ੲtOA@w|9F@,.r@F@ @تJR#@_U@cX1- @4˳QHF$!7:@Au@mF@"@F@*H@!V C@!<9/@".WW6@"`y/@333333["Ev,yf@:ӫAҌWͶ@+qF@E7\@F@# @$e)@$Tp@$*\S@%'d@?Fͷy:3@(p Aׇ](#@Q33F@6dw@F@ 9 +@"4 +(@"KsT@"̅@#P/@1@6?CFsXqp@;2s7BfB}1(F@3RM++@F@gV}@S'!T&@?u?Y8 +@6ѭREu@2NCAߦ@Q:W/ F@?@F@'HtFGw@' ! @'q@'@( _/&}E@.oqvFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@&?$FK:q@, +t%AnS@F@%np&@F@$[U@ #@@;@W/,tF@0jUp@F@ط@bYP@6RW +@S6@$~)@2?( Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT?ĞP'PEyzt2j@~wA.uxRA@}DF?@F@-8mql@-@-WL@,b@+輚)@($swFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @0?Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@?>qECe@/nrAz@%~jF@@F@"s׫@$^ez@$;+@$-@$%`@3?ea~F&Il@Ȉj$1)B)dGQ?NTF@2(@F@T58f@ +f#@@3[@IG@.~dFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@2XTUBFEzrc`@.EvA] k'@ʊkF@#,(@F@݁R%F@hx@.Q@Ս@ t3/,?S%FXT@??0'F;os@,N[FAYCc@ zSF@!}@F@!"dI@#̖^@".1O@#HY4@#Sf +@ ?֑sQF0N0*@LAvbj*@zF@Ŋ,@F@+<;@!Kӓ@ @!$.]@!Ƞ?@!5,?@(?g蓈FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @0Ϳ3TFoqV@X;o4A-HCV@|d]F@=%1@F@$upp@ 7C @1n3@@w^ @p(v@2ϭVh.@Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@?܃yO`ECe@/nrAz@%~jF@@F@"s׫@$^ez@$;+@$-@$%`@2? |Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@0?\jŒFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@&fffffg񷩇1jFKP,T@ޙâAj@}<9F@&bs@F@Յ@ +/Z@Hʙ@/02 @ e@9GydFظz@#cA(@"Y@.'RFj8@.qAQ=@;F@ڱ@F@ 1ru@"T%ka!@!@"UL@"mil@ 333334?WuOHEG'@&W7rAйv=@7lF@1Ӯh]@F@V*G@u@_@G@HT@,?;{140FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@#o|9 F@9.b@iYABҶ@YR\F@#`4@F@f㒛@ /a>'@K(d @ gKչ(@ 3r-@(6ѭRFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @(%&3Z$FQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@Ϳϱ +&pF&t"V@~4Az=u@kT@F@̿+#9@F@6N46@!վ +O@!\(-@"r&@"y,@qXFͷy:3@(p Aׇ](#@Q33F@6dw@F@ 9 +@"4 +(@"KsT@"̅@#P/@1@#?ȧ(F@9.b@iYABҶ@YR\F@#`4@F@f㒛@ /a>'@K(d @ gKչ(@ 3r-@3?]P:, +FS"@khB(iBP?,=nF@2 <@F@y@%S@<fA@IX#[X@՚H@0aEFj2;@`'AZZ@WhXT@02I@F@d@\kr!@1C<+'@Ǜ4>@ҏA{@.<Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@$:7FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@(?V[rFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @Ϳ[e"vF#A@ՍWeAҠF@+尤F@O"}@F@ @"W֘@"w@#@#M@2CAbFXT@!X\BF7@CYQcAސ@u+F@!5ڭ` @F@ή@ 3[ @ B4@ SZ{@!y: Z@"fffffg +(F9À@A(@ @!, վm2@8tFBFB}D@GW +A}@_OF@OԿ @F@@ޮ@ L@ to@ r7@,?҅0FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ?ׯ2R(Eyzt2j@~wA.uxRA@}DF?@F@-8mql@-@-WL@,b@+輚)@fffffg?޾OR3`Ei'@( A݉)"J@.1F@ffffff@F@#>kw@$Դn@$=7@$J@%F @ ?R-&FF2@چ YADߓ@B9F@ ̞#l@F@sv@!`u@ +n8@!Il@!L7K\@" laFXT@0R Fk>h/@6l5A,=F@FTgF@. ҉@F@)3@P@A{5@@y4%@(?]FQWȇ(@ĢA䋗(r@`r>F@)P8\g@F@T,$@Ǭ)@ǀ'@<˯A@Jeq_5@0?AHFm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@833_FiF+d@zNA>5 @ 66@F@dQx7@RxO@=1@F S~@f@&?A CpFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@3Ϳ +` @F|s3I/@ܱoS?Abn!v@ OeFT@7uO7@F@<}@->-@(av@,Og @+ϧ9?FHzEM7b@: +kA ̦=@3˽F?@F@)9|@(?^@) {r@({Nu"@(ec@+333334=|F\ I[@hLYAK,'@KmF@+"R@F@HN" @" +_@d>R@z@\̦q?fffffg?8E`@pAP֌@Y;F?ffffff@F@*#`@)z@*M@)?@)ᴋ@+333334p;8F\ I[@hLYAK,'@KmF@+"R@F@HN" @" +_@d>R@z@\̦q@ 333334?O{BEG'@&W7rAйv=@7lB@F@eY@ n@ S+)@ յQk@!Sٍ'@1?X8k`Fqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@&ffffffRFKCN'@ޙ6eA%{*@~ SF@&b,R@F@ S@̎x@ru@1\ J%@ _+@)333333seʿ"FU@OQ!@ N9AHжQM@>E$F@)(f:@F@d@%zM)@vy@E+@ß`@3zQz +F^ң^@R .B,>:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@.{O0aPFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@1&\owHFssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @6?t$FsXqp@;6SɸBfB}1죴 BF@3R},|@F@ ?k@Ru@e}X?~ ?X +@4@$BVFe>x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ@&).FKK9oD@]A|j4\>l@ѩ*8F@%i;@F@@L^i+@c @\̮@Y'ݱ@3CwlFEQPH@"AT=@4gCF@臨M@F@G|+@M~@6\*@lq@ `ܛ@̿|ol(F&Ay0X@tuiAjCld'@/rF@z@F@@pc@!co@!ab[S@" :2@"}( ?=rFXT?fffffgx-ѳE`@pAP֌@Y;F?ffffff@F@*#`@)z@*M@)?@)ᴋ@3ՓFr#2@Z,A@o.Y@ JLF@#٩T!@F@w6z@Y[Q@Yx@B@'Zzz?fffffgVE@-Y8AYj@O +F?f$@F@'dl@(-@(OW@(*<@(F@(s&lPFT"qZ7@r( /AKYAv@m*|nF@'[@F@c=w`@b@@Lױ'@u@sHr'@,?ΣWFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ?333334~@׮EtjtH@RA$[@@,F?333333@F@+vw@+A$o@+EԊ@*!f@*P6@3? PFS"@khB(iBP?,=nF@2 <@F@y@%S@<fA@IX#[X@՚H@){V6FVȠ|@UAZS@50™F@)v@F@SCNc@|m@v.Q%u@gaZ@wod@2?ՙ@Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@ [6|F2tR@pT_AGC@CvN`F@ѢY@F@-N@ ƚt(@ L@ Oz@!iِE@2?k%FFw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@({<= FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @*?3BFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@&?NFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@+ԹO/F[We5@ߔpנּAJy0@)04OT@0T?@F@H r@US @b@e:rϺ@tOeF@ 333333@F@# A"@%Wuy@% ٴ;@%veE@% H@̿u/`YF,p)S @kCA &w@x+F@̧s>@F@c^m=@!{iLf@ $@@!|f@"$HCh@333334YE/@ݎ"_Ac^]z@NE?F@333333@F@&  8@&8@&Յ@'Bi @'AQm@0ܧ?pFm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@%MFEQ]\@ݹd A\-G@F@$@F@w I@KI@o%E)@VߗB@ t|Ώ??㭷Eyzt2j@~wA.uxRA@}DF?@F@-8mql@-@-WL@,b@+輚)@ffffffߍ{yŀF ˽ͯ@f @2Aq-@mYF@fb4~9@F@ s@"?&@!wK[5@"n@"X\ws@.?GX4Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@1QFq_#v@VA,j@xf>F@06;%p@F@H@@5@)@"Ext@,@%o@5?dʴ)BF@_?Bi^?f@&b>XFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@333333F;F\ÀɃ/@֗ +7Aصp@=AF@얉C@F@ Y*_@"qO1DR@"?@"w@# +9BQ@333334 OoF""e-^@. Aلav@o;F@3-+5r@F@6jT@""@! 3,@"LuI@"/K??ÃޤxEܪņ@ (wAx=1@JRr<F?@F@(][@(b(}lÝ@(T%6@(khL@(ʃk@(vq Z -FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @5O>F +&@ȵ9B0PtO?Bґ;F@!BB@F?%D@*) C"@J*F@Td)@ $@33KFP/5@A s@\?F@$6ŗNf@F@7kq@&App]@8@36e@gt@"۟gI0F8jيxF@ې! +Aœ@ͰF@!Y3@F@7@ v @ %8K@ 1Π@!^5e#@+333334?{%}BF\ I[@hLYAK,'@KmF@+"R@F@HN" @" +_@d>R@z@\̦q@?ガ`!\F*C0@ ,{TA>? @7/$F@Ռ@F@d<@!4QE@!$}t@!3x@"F0@"?R@F;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {?h8rEr @: +kA ̦=@3˽F?@F@)9|@(?^@) {r@({Nu"@(ec@0?j$Fm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@ ^;hF/Ȗo7@AFHde@RDF@π3r@F@ ؄d@!V^`/C@ D@!ԣ@"x@0 _=Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@ 333334~O2(EG'@&W7rAйv=@7l @تJR#@_U@cX1- @Au}nFc@RA9) @7hT@rz%@F@@uH@)o@@B.@'fffffg?xKFOcN@-jWAa\w@qs"F@'`y+@F@3]@;Ψ@P@g0"%@N]x@,-gFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@NubF#F@d˕A.=@E,F@@F@"Fx@$ +kB@#{2@$2@$J‹"H@++^%EŔ}s@dA$J@Q9 IF@5;K0@F@&U@'g @'>͍gj@'y(7N@'ŔL@)?{H%Fcҽ@  A9 @ (a9tF@" [7@F@E'O@mܚ @Tr?@*@- +;X@,?U!KJ4FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@3peSJvFs 0_@&/A 18}@ +?F@$=nY@F@@L}G@Œ"@R8@HF?גEwT2@N}yR@)[C4~@) M@)Q:@)Dv@#O"vF=AW@쿓+tAO@l@UF@#X%[@F@jRu@ S巁@[x +;@ @! m E??7]E.@N}yR@)[C4~@) M@)Q:@)Dv@ ?L@F/Ȗo7@AFHde@RDF@π3r@F@ ؄d@!V^`/C@ D@!ԣ@"x@qAhULG@*QɉĺF@@F@"Bi@$o7@$CUY@$fW@%ƷCh@? =pF1;@8A؎,`N@G٣F@}@F@ GH@"g +Վ@!o @"5@#q@5kFbS@PNB5A$Ǡ?5ptF@!CŗN@F?I%U?Xa??&s?Q@333333?%m@FOvЩ@ӝ]ZAԍZxQ@b@fzF@333333@F@!]o@#y:@#_ m\O@#蛫F@$Fg'"@4IoDFq7{@fA +Z@ kfF@$k}:@F@9{BB@z%QD@UL@mAC@tMDc@?9xF+Z5(K@?v1AxܜS@ޭyF@}wl@F@`@!C?ϕ@!P@!{@"6D@.fffffgر-FeK3N@b5^S;Af5)G@jF@06y|à@F@3o@H.Sh@;Ub@}!@́]`ܣ@.?؆5ܠFf-V'@FA_ݢs@F@.x#@F@Ҝ6@B_ @2 X4@/u@[>@0?%mFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@.?DFdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@&?G~FK:q@, +t%AnS@F@%np&@F@$[U@ #@@ @تJR#@_U@cX1- @.?,7zFdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@&`QlFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@05VBKFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@333333?=L۶NFOvЩ@ӝ]ZAԍZxQ@b@fzF@333333@F@!]o@#y:@#_ m\O@#蛫F@$Fg'"@&?Њu2FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@ Ϳ1<(ENtPc@П%ŸAMD0@2LF@ @F@#`Ѝ@%@$4@%4'@%+@1lW@Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @,5S8-FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@0333333?@zq`Fk;!P#@WȍA>;@W/,tF@0jUp@F@ط@bYP@6RW +@S6@$~)@ ͿwҐF3Yk&u{@ڗٸ溇AuQ@XF@ ̖B@F@]MU@! +"iw@ Jjp@!?+ E@!NƼ@*ffffffЙHFW8om;@C!^OA3y@6[T@.Sy@F@8#:@tD@O5@ 4@.c@0Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X?333334_{)_EtjtH@RA$l@&ΐKF?333333@F@+p"@+A}@+?+"U@*y.@*J&s0?jE.@N}yR@)[C4~@) M@)Q:@)Dv@IM\F;os@,N[FAYCc@ zSF@!}@F@!"dI@#̖^@".1O@#HY4@#Sf +@&ۤJ @تJR#@_U@cX1- @2?=-Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@8OiEJ=@ѫ>qAhULG@*QɉĺF@@F@"Bi@$o7@$CUY@$fW@%ƷCh@ӰZEF@1Ӯh]@F@V*G@u@_@G@HT@(-FXT@?LVF@7mA؏E@F@}@F@ G} +@"f噁@!׷0@"HJ7Q@#Po@?oycԖEo@-,_rAŠ@@F@@F@${"[@%.n@%*@&E/@&I@ͿT vsF `P@Ԃ_[{AՓ%K7&@MIF@@F@!ua3@#bv @"W@## [@#!@?P)Eřa@fg.\jA$=F +@QC;F@@F@&*V5@'fɽr&@'>d)+@'y;@'ޮV@F|6@3e#Aו8Q@e F@@F@ ow(@"@"F.@"z)@#L& S@333334ɝwE!]4@~M]Ael1@NXF@333333@F@&>@&d@&X@'@'@`BG@5hkzF$h׿P@݊>B'@7(c4`T@t@F@ )@̐$ +n@ @6@6@,?: 3FaE8W@ݪ*&>A@b[@ ojF@+{@F@0-ě@T3ۛ@5q@W*]@̀u@?ӧ.|+0Fig@!ȯ-Aװ\@=DKeF@6dӿ/U@F@ Dx]@"_u@"E E)@";ZM@#I@l@2G FjhݭoK@*xAl@ cS/|F@":@F@C=@Зsm@$@9t@57G-@!?E>`F6=AU@AAދ`/)@Ɩk~F@!7m@F@:@ ? m@ CH@ @!z5(?@0@z`DFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@$@Qzp&\FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@6?Цаm1FXz@Ɗ0Ds@495s@؈'.o@P6N@ffffffș^F }=+I@JUeSAR^B@XF@ffffff@F@!st@#y<7Z @#:@|EW@#:@$KX@0333333к\`Fk;!P#@WȍA>;@W/,tF@0jUp@F@ط@bYP@6RW +@S6@$~)@.FfٌVp@~:D +Aq9'@>C5%lF@-">i@F@WS[@fY@@u @y1+@$? bhFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@"?MF7csZC@wgfyAާ{@b[$F@!m@F@@ ̉3|@ 7eSI@ @/@!oR7@0?%VFj E@7t +fA ӝ@+jF@8-w1@F@[!u@q@VSu@%3@5@.@*g4TFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@%r$FE]N\@ݹoģ!A(Z@RF@$[@F@ux(/@ZRF@mܪ7@o@ _P]G@fffffgejF+gӿ@5-LA۩Heo@|YF@~1@F@D1@!XjqL@!W=@!*{[@"3Yȹ@(@FQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@"?pJF8jيxF@ې! +Aœ@ͰF@!Y3@F@7@ v @ %8K@ 1Π@!^5e#@(Cv_8FT"qZ7@r( /AKYAv@m*|nF@'[@F@c=w`@b@@Lױ'@u@sHr'@60, +F<)xm@;eB좯@gZl{PT@ {@F@]Z@}8@dI2$k@=RC@mc]@2?hFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@%C$FEA>M@ݷ.A0@P<͡F@%ej@F@uBIwL@S@m>s5@`@ t^@2?Y"Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@2?؆5ܠFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@1ٺ:,eFqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@'G?FL;<g@ݡX3AC2@*T@*@F@D6@VVe@;¤ͣ@Dn~ߗ@Lѐ9@3?^ۋF^ң^@R .B,>:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@fffffg [(Ez@̎atAGM@EDNdF@ffffff@F@%D@&?JY"@&V|@&X{)@&1ɘiu@(?poFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @5?)F +cc@Ɩ(_B3c<8p?&lF@!BB@F? +_:?.M$?3Z)dk?2GZ?ĥes@&fffffgӫ~JFKC%NL@ޙ6eA%{*@~ͭF@&be+@F@?&@s'@r&@1\ @ ]:/@,™LFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ? +=p@9mFXT@& FK:q@, +t%AnS@F@%np&@F@$[U@ #@@L??>4v$Eܪņ@ (wAx=1@JRr<F?@F@(][@(b(}lÝ@(T%6@(khL@(ʃk@)333333FT+YM@k9@VAN5J@DP^4ZT@, $_[@F@ѹ@r;P@w@~ti@N_@3?gF^ң^@R .B,>:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@3pesFz\D@蒑e2A.5@=]>T@bM@F@}40\@;'[ו@ul@r`;@ڢ_+E{@&=r ,FH@fAxAe%@ST@& @F@X@ܶ@oE1M@Ja@ F,֐L@{lF$G0?@$Nr1A1o@dF@@F@L4@!['@!;@"'Ų@"aV@ffffff?hl٥4Fg:@_5A֖Q@ + 4uF@ff#J@F@! X$@# P0@"Է@#42~[@#@@0?ܥbFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@"O2`F7csZC@wgfyAާ{@b[$F@!m@F@@ ̉3|@ 7eSI@ @/@!oR7@*wӐFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@'#0FL8>i@ޤ 4ۜrA!&@_$rT@';'j@F@p-kg@uT-@yلKG@K@ |n@ffffff?b+PF VKPmh@Eo&ANV:@oу`F@ffffff@F@!ϫT@#{Űuo@#0l@# )&PG@$V6Q@&їiGa(FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@8fCؔFir@8AI@ zgF@'.t@F@un$@9{@!{`@JlHX@BQSQ@̿szF,p)S @kCA &w@x+F@̧s>@F@c^m=@!{iLf@ $@@!|f@"$HCh@ ?nY}@EHA# @О: sAL%hl@2 mF@ @F@#D y@%0+D@$uB&@%5CEs@%d8 @,o~@FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@333333?ݼF-/Z@ُ.A@-֠@iLF@3 +Sy@F@F@!om&i@ j$>@!y@"@5? ,fF@_?Bi^?f@0?LFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@)333333?~:PFT @@ޝJA@A@ظT@-esg@F@oh@[@̏@a -@mt"]!@+bF[IA_@_wYAM75r@ "uA#F@*> @F@9,v@=RNq@Js @ @ +.@2?Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@*ffffff매FWӝWG@"HWA3ً^@A +M T@+΅3@F@fV]@/a4%@ebM@-b@>R%nA@#?ë0(F@9.b@iYABҶ@YR\F@#`4@F@f㒛@ /a>'@K(d @ gKչ(@ 3r-@?\"yE@q@ѮC Akâ@):hF@@F@"ߕ@$35@$BiH/1@$"}`@%{@4OLٟFaAT@ٙ*LB@ 贈F@"fH@F@ 6cv@F0]@goS@iAt@-5l@,?V@FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@%?LFkFGqϝu@_i#nAֽ@F@%?) +@F@)na@EK@(З@`Kxx@ aP@ #XoF2)P@xhYQA`1>@D)F@=@F@x@ SbE@ M\#=@ @!j@?M(F,p)S @kCA &w@x+F@̧s>@F@c^m=@!{iLf@ $@@!|f@"$HCh@$?ce FA|頝@ܰK@A/bbO@ʬdF@$ I^@F@ + f@ +,/^@SC@ A^ @ N/]@fffffg-ypEz@̎atAGM@EDNdF@ffffff@F@%D@&?JY"@&V|@&X{)@&1ɘiu@.KFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@&?U0FK:q@, +t%AnS@F@%np&@F@$[U@ #@@L7p&F06w@ٲYzA |A@P\F@ ogȗ@F@!9 $@!Di@ +R@ ƕjN@!wt>@!1@ͿәKTF&wb@}+a(Awu@)dGF@̿n?x@F@8U&,@!j(@!]P~@"rޤ@"zU@ i,4F0N0*@LAvbj*@zF@Ŋ,@F@+<;@!Kӓ@ @!$.]@!@F@c^m=@!{iLf@ $@@!|f@"$HCh@2?qeFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@2? /Fw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@fffffgKo6FߴE.@`,h›A֗MOq@ $X F@ff#J@F@! rKC@# t4`@"q @#4I@#P8\@0?AFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@ =VLOEui8@=&BBA%qyd@;~F@ @F@$?*@%a@%Xe@%{@&GT@>h'0FyfR@(ZiA 24A@nT@?@F@. ĩB@"]VT<@!Gw@"r@#,' /@*ffffffa C=1 FWY@#`A/ R@A8kxT@+ ^@F@f@~!@+9@.g@?(<@ 'GuA(@"Y@$XFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@>_BN\F|@d4Ad{:@T@ЙZx@F@K;}@ .@}*@y@@2?o(Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@%*'܀FGqϝu@_i#nAֽ@F@%?) +@F@)na@EK@(З@`Kxx@ aP@ZsXE V@͑/ AН@@(Q2F@@F@$ +K@%|R@%m@&L@&I +@#?eIF@9.b@iYABҶ@YR\F@#`4@F@f㒛@ /a>'@K(d @ gKչ(@ 3r-@#Ϳ}ZFA+Ū@[P7Aq!#ϧ@\Jk+F@#`(^@F@8Vu@ rjb@PyN@ Rp"u@ Ԝ11 @?јT9xF,@TMJϤAj|#@peF@y1D@F@ Q"@"\H@"UU%@R@"@#Y +`@?屄m@LF1;@8A؎,`N@G٣F@}@F@ GH@"g +Վ@!o @"5@#q@.?1y}:pFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@&H͡`FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y?ͿFXT@ ?ϝ-РF2@چ YADߓ@B9F@ ̞#l@F@sv@!`u@ +n8@!Il@!L7K\@%ԝ,FF8Ў@ _A᮴1y@'#1F@%VI@F@Gz@cɡ@F9Z@pF@ pm@*OFYj@_MAO0@"aT@+#c@F@W@dBA^;@;%2@ @:_x@ffffff?B)86F }=+I@JUeSAR^B@XF@ffffff@F@!st@#y<7Z @#:@|EW@#:@$KX@ffffff!?_F }=+I@JUeSAR^B@XF@ffffff@F@!st@#y<7Z @#:@|EW@#:@$KX@1?s+JFqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@ ?By 0F/Ȗo7@AFHde@RDF@π3r@F@ ؄d@!V^`/C@ D@!ԣ@"x@3333333@E9E@k:A$H]@,SF@333333@F@#[j@$1Q@$bNU1_@$uy/@%*}$&@.?JfFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@($CMFQ9I@wt)'*DA"͛@Z&3F@'b@F@ܭ@(ε.A@E@D%@S#U@2?6Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@,?k{A3Fa//C@ਝT|A f@u{uF@,v @F@ `@a>@495s@؈'.o@P6N@6?FsXqp@;6SɸBfB}1죴 BF@3R},|@F@ ?k@Ru@e}X?~ ?X +@"fffffg?@F9T)@YA-2P@߳DF@$g@F@&U@ r#G@o@ Pkk@!"KT +*@45F|>@4 C A5[oL@7T@wr@F@%ڝ@ ߀@ 0@! @!s@"?򹭞bF8olSe@ۈ:AG+)=@ƾףF@!@F@ ^~@ ӏ@ +<@ C%1u@!d?`!i@*F*C0@ ,{TA>? @7/$F@Ռ@F@d<@!4QE@!$}t@!3x@"F0@&?SB$ސFK:q@, +t%AnS@F@%np&@F@$[U@ #@@@TF?#Y@F@*#@)Ӆ!r@*-!]@)@)g?@6?el FsXqp@;6SɸBfB}1죴 BF@3R},|@F@ ?k@Ru@e}X?~ ?X +@%[?cLLFF8Ў@ _A᮴1y@'#1F@%VI@F@Gz@cɡ@F9Z@pF@ pm@$?wvhFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@*9<0FY߂ @4rAv7N@"c4QT@+v@F@r'@c);@: >u@U@YP@ +ffffff?婐C E:{!n@ϔp%AqP_@9S;`F@ +ffffff@F@$w9@%z@%2@%$@%g=ʙ=@$SFAzR@}ITAhUW@bM +F@%E`A7L@F@7@ >y@K#!]@ ;fA5@ F@?ÚQ~>F$!7:@Au@mF@"@F@*H@!V C@!<9/@".WW6@"`y/@"?ä|рF;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@5?2\qF@_?Bi^?f@*?7{q|`FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@?z'ߠF&S]@؁diAEyS@6 F@̾3@F@3ꈷ@!q@![ =@"4@"xs!fw@(?Y F:FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @1tsmBpFssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @+?ãF[Do%@T!gvAiq,@{rZF@*f@F@ȡ@!Ői@n%@})j@0Y9@2oh͖FXT@*4KFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@433333d F4@*pBjM;@ B]T@8p4֡b@F@<։@Fb}@/LFP@jK"@Z-@0Ϳ++Fo@~1@6WA=i@:pDT@2Y@F@uB@|t.@Rq@Y[[@fͦ@*l@_FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@333334?փ}pF"Uvȓj@ AمJ̱^m@F@3-+5r@F@]V@" *@! Vև@"Ls;@"?@0Ϳ FXT@5붯FrX{@i]uB%p:;Z?Eh:EF@ ̍2@F? `2}@@T@in @ +G*@4ؤofhFr@B?AgL(@FbGT@ `s@F@o׭@z:?J@2K"@[^@Ef|@fffffg?K,;XEɄ{P@[ AMR$@NF@xW*@F@&L_)@'#)@& \@'6k3@'ba?"x `EJ@swA RX[@3 pF?@F@)a7g@("@) [ _Q@(`ĥ@(M2?陙?P* Eb,YA2@\AWMc@ccn@&?pOLFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@(ǁZFQ^xX@/AJ$0H@ajT@(ĨTɆ@F@Ww@n6φ@nqx@H@WB#FF@ +ffffffh&=E:{!n@ϔp%AqP_@9S;`F@ +ffffff@F@$w9@%z@%2@%$@%g=ʙ=@ffffffĈFE @F_w.AT[7@K5WF@ffffff@F@%R)z @&;}QZ%@&{@&ǿrF@1Ӯh]@F@V*G@u@_@G@HT@(?ӐdFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @()FQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@.ԉ&Fdeo @y,AZ=1@1Z6F@-^J82@F@xQ@~I@wc@#[m@-l<@ffffff+>-F ˽ͯ@f @2Aq-@mYF@fb4~9@F@ s@"?&@!wK[5@"n@"X\ws?fffffgdD_5E`@pAP֌@Y;F?ffffff@F@*#`@)z@*M@)?@)ᴋ@)333333B .@FU@OQ!@ N9AHжQM@>E$F@)(f:@F@d@%zM)@vy@E+@ß`@ i%TF2tR@pT_AGC@CvN`F@ѢY@F@-N@ ƚt(@ L@ Oz@!iِE@33333367F@FP} L@ӝΐAԎ"Y{@W1F@333333@F@!t3@# %@#_F@#%i=@$FQ,OB@1ޅ o%:Fqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@Л EJ=@ѫ>qAhULG@*QɉĺF@@F@"Bi@$o7@$CUY@$fW@%ƷCh@&ffffff?<rTFKCN'@ޙ6eA%{*@~ SF@&b,R@F@ S@̎x@ru@1\ J%@ _+@6&NPFg{Db@ˊ'A@κ]F@%?>q@F@5, y@{H_@`mW@ձ@ T@ 333334FXT@"20GF;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@5:ؤF~_҉@_AÔf@LԺ}T@s@F@ b̊D>@#\aC@#gn@$Fv@$@)333333?".?FT _;@ G\+Am@N1WF@))m@F@@I6Us@ R@ ƍ@Є(@$ͿFDa@ݔ܅3AY*C@8^hRtF@$ʯx_@F@@X@x5he@ AP@ CW@8_[G4FYO&.@pՉCAͧ:Њ@OzT@\`@F@/I_@!٘+@!Pҿ@"9[a@"ƶ[if@,?n/P~FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@fffffg?|`YEi'@( A݉)"J@.1F@ffffff@F@#>kw@$Դn@$=7@$J@%F ?陙?źdEb,YA2@\AWMc@ccF@ 333333@F@# A"@%Wuy@% ٴ;@%veE@% H@.4)0 Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@&˜"}FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@)9+@fF>AN.D@6=)#F@)݂v@F@1T@ +@ɾ9Q@i@z?m@,4܉FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@6?*kѬ]`F\B@ﱱIBB8nWM?#F@"WI'>@F?8fO?S%3?_,?=mQ\?q@Ϳt- tF&ҮɗJ@؊Qq|Aڐ!M@jtF@̽U`@F@)D@!)LxU@!W @"Gd07@"t[4Q@(9/n FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @.?*'J,LFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@* xްFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@$?d,]FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@245MFPDȞ@,A]B:@= F@ @F@EN@Z@O}@&s@/ y@3Ϳ[FXT@!}ӑF6IgEK@)A޲HV@̿JF@"#M@F@@ ϣ@ J)@!4 @!}i@(@Mg3tFQ]ಁ6@/p_+ AKQAn@aICT@(J"@F@-y@W. @Zڰ@H{@W(@?hzlRF&wb@}+a(Awu@)dGF@̿n?x@F@8U&,@!j(@!]P~@"rޤ@"zU@3}۞>F|R9@䭵X>< A^:@y&T@]|@F@}4h @{$#@v@4=T-@E#2@1V. Fqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@,ܩ: +HFaE8W@ݪ*&>A@b[@ ojF@+{@F@0-ě@T3ۛ@5q@W*]@̀u@?ZFO}뜇@(Av@',1F@V}@F@!?#pC@#5E\z@"@#_w^(@#Kj@ 333334?o9)EG'@&W7rAйv=@7lF@1Ӯh]@F@V*G@u@_@G@HT@fffffg?g*F%o%@&UAHru@NG6F@ݠY;@F@"#-@#=hX|P@#P_I@$dt~@$m)pz@5B)-FFZ.FG6L@1(vzADOs@0@T@Б}kf@F@"wd@%V@$r1|M@%p{@&&{\J@ ̿׻BEHA# @О: sAL%hl@2 mF@ @F@#D y@%0+D@$uB&@%5CEs@%d8 @?Q9Eu@mJAPy7@Q8qW3F@]x@F@'HkBȌ@'8*@'(Up@'@( PA@5#BF@o1AпzКN@ԄiT@d,@F@! :I@!o2@ &jǯ@!$+Q@"?<[@2?u+BFw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@?p;E*hS,@?@x2Ḁ`H@IZF@@F@%x@&\/t!d@&bBJF@&h"u@&礫mE@?]F1;@8A؎,`N@G٣F@}@F@ GH@"g +Վ@!o @"5@#q@&?`،FKeeW@5"oA歪/@ e(F@%}Vl@F@rm@ώs@9]@K` @I#@.8DPFdeo @y,AZ=1@1Z6F@-^J82@F@xQ@~I@wc@#[m@-l<@4m8FXF.+@uU0AR7 8@@,XgT@=@F@ř}@H@3@Ȍ @3ǝ@Z0`Eřa@fg.\jA$=F +@QC;F@@F@&*V5@'fɽr&@'>d)+@'y;@'ޮV@?HkECe@/nrAz@%~jF@@F@"s׫@$^ez@$;+@$-@$%`@0?l7zFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@}7Fae@vA؎]@Q|cF@}@F@ G$gQ@"go@!;@"`U@#g@6F:jҰ@jbAO1@v݁HHT@C4@F@n,D@ h@SH@ Y.E@ &-Y@0333333?#%|Fk;!P#@WȍA>;@W/,tF@0jUp@F@ط@bYP@6RW +@S6@$~)@333333nާF\m+ @֮NSA؃-@\1oF@<3@F@ \Y!>@"v>)@"J\Ĵ@"n@#\@+333334?GF\ I[@hLYAK,'@KmF@+"R@F@HN" @" +_@d>R@z@\̦q@1 +ezFssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @333334⬭`E!]4@~M]Ael1@NXF@333333@F@&>@&d@&X@'@'@`BG@&??%!FKK9oD@]A|j4\>l@ѩ*8F@%i;@F@@L^i+@c @\̮@Y'ݱ@?à +:PF#+HG#@ @Aۥ ۙ"@ wF@5W@F@R@!>l3@!nh@@"KB@"}?$@6?VC>F%Я@:.ABf=$#r'/F@3TVWj@F@0f78@X@39@D*u? R؝i?lєt@1븹~Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @$׿׷FAζ*@]3ʍA^S@1F@%HL@F@[|@k)@?@ 63”@ 鋲p@1_0Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @?Fn4F&wb@}+a(Awu@)dGF@̿n?x@F@8U&,@!j(@!]P~@"rޤ@"zU@.gA\c7TFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@*7O +FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@333333?"TF-/Z@ُ.A@-֠@iLF@3 +Sy@F@F@!om&i@ j$>@!y@"@{{@EYz:@ѭ >Al2`@)dF@|@F@"Kz@$YS@$B䁆$@$EGHd@%ů*#@#?HBdF@9.b@iYABҶ@YR\F@#`4@F@f㒛@ /a>'@K(d @ gKչ(@ 3r-@.?֢%@Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@1?M"Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @2ffffgv# Fy=JPÂ@YñaA.]@ iqT@4eәo@F@E<@v̤d @\_S:@np@̈t@?’_F,@TMJϤAj|#@peF@y1D@F@ Q"@"\H@"UU%@R@"@#Y +`@4?/!F7A'"@mqw,B Yq@ +$&XF@#߹8@F@c@ Y*@Gi)m@ ^:@ +@(?pM FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @333334s0F3t @әj1eAԉ姁P@DfF@333333@F@!띀@#´Aq@#a3`q@#/d@$GSe?񙙙??4`E9Bt@i!}A좡|@XM F?񙙙@F@,wIrYn+@,!1Q!/1@,6b@+Lr:@+$!m @,?L,FaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@ IuF0Lo@qeAu`6@$F/dF@ +@F@F[D@!K!_@ >$ @!]@!tu=9@333333?kFP} L@ӝΐAԎ"Y{@W1F@333333@F@!t3@# %@#_F@#%i=@$FQ,OB?333334.cE3KKS@Nu4XA`^@AwF?333333@F@(Ol(/@(Vucg@(RlX@(_x~L@(gh@"fffffg øwF9(@۞ۛAĤI@qLT@"=@F@WT@ 8~@ Ǹ\@ aSf@!KDJ:@?#ƥQtFj8@.qAQ=@;F@ڱ@F@ 1ru@"T%ka!@!@"UL@"mil@&?ڰY+ FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@fffffgeEEz1@̎tAA`6@E?!MF@ffffff@F@%5Y@&?>y@&I Xm@&Xo @&&`h@333334?K#IF"Uvȓj@ AمJ̱^m@F@3-+5r@F@]V@" *@! Vև@"Ls;@"?@̿㣊Mm +F&Ay0X@tuiAjCld'@/rF@z@F@@pc@!co@!ab[S@" :2@"}( @GGFXT@4c3F|4jĨ@@jÿ,gAҔp`@#zBT@xF]@F@:;6(@ ꚰ@ U۾D@!>2@!Q@fffffg?F+@5:Aq"L@6whF@fJ3@F@7,k$@!K@!"K @!3rDž@"8ґC@5FN$@?0}B4 l0?dAgsF@!7@@F?pQ?"?Gyȩ?r" ?jXI@,?f.j8FaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@,?떩<FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@ffffff?ww,E @F_w.AT[7@K5WF@ffffff@F@%R)z @&;}QZ%@&{@&ǿr#`@!R6@"mj@"ۍ=@fffffffPF ",@ `cAƚ,@uF@R`@F@ j"#@"1U@!Sb@"_@p3@"̱׸<@.Lx@ Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@ X3KF/Ȗo7@AFHde@RDF@π3r@F@ ؄d@!V^`/C@ D@!ԣ@"x@(FQ^-@%˱AXʙ@aNOT@(~=@F@SE@Г"+@,D@F@T/:f @0333333n&FXT@,?WGFa//C@ਝT|A f@u{uF@,v @F@ `@a>@495s@؈'.o@P6N@.^TR0Fdeo @y,AZ=1@1Z6F@-^J82@F@xQ@~I@wc@#[m@-l<@333334?cjF"Guu@׶2|Aub@ F@3-@F@9@"!3ETh@!@"Pq-'@"k9@2?bhFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@,vQFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@(ձFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @?c:E@q@ѮC Akâ@):hF@@F@"ߕ@$35@$BiH/1@$"}`@%{@ffffff?rD`F VKPmh@Eo&ANV:@oу`F@ffffff@F@!ϫT@#{Űuo@#0l@# )&PG@$V6Q@ ?ըߔfENtPc@П%ŸAMD0@2LF@ @F@#`Ѝ@%@$4@%4'@%+@,2PFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@1?EuFssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @2MIcFw@d/dDA5v%@ ׋U0F@1[6@F@QBl@p]g@#8@ZD^@V@@.?iTz\Ff-V'@FA_ݢs@F@.x#@F@Ҝ6@B_ @2 X4@/u@[>@"Ha1딄F8olSe@ۈ:AG+)=@ƾףF@!@F@ ^~@ ӏ@ +<@ C%1u@!d?`!i@3$WemF~YhA@)-fAapY@ ?xT@6@F@4۩@&gR@=-hQ@N7qo@b9@Ϳֲ'Y8F `P@Ԃ_[{AՓ%K7&@MIF@@F@!ua3@#bv @"W@## [@#!@1?I5Fq@`_ :A=;@ɤu{F@0FJ@F@B/@/l@J G@-@v'@0?KoWr`Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@4?SrFe>x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ@$? FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru?񙙙?T`E9Bt@i!}A좡|@XM F?񙙙@F@,wIrYn+@,!1Q!/1@,6b@+Lr:@+$!m @.?FdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@ ?@)pF0N0*@LAvbj*@zF@Ŋ,@F@+<;@!Kӓ@ @!$.]@!YT5@g"'A[̱4@ >xF@#2\E@F@LmR@ ^ >@uD@ Tz%@!0)@.o[q3.FdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@%?#knHFE]N\@ݹoģ!A(Z@RF@$[@F@ux(/@ZRF@mܪ7@o@ _P]G@6HX:F@u@T[SIB̩@rŦ +2T@ W)@F@ =<:@r!:@QR@,@6Ԩ/I@333333?*mE9E@k:A$H]@,SF@333333@F@#[j@$1Q@$bNU1_@$uy/@%*}$&?|;22Eyzt2j@~wA.uxRA@}DF?@F@-8mql@-@-WL@,b@+輚)??E.@N}yR@)[C4~@) M@)Q:@)Dv@ Ϳ +{O%NF3'Wm@\0A @pHfOMF@!<"@F@[@!L6{@ Ҿ@!:cM@!7@&O5Eřa@fg.\jA$=F +@QC;F@@F@&*V5@'fɽr&@'>d)+@'y;@'ޮV@ JhjF/Ȗo7@AFHde@RDF@π3r@F@ ؄d@!V^`/C@ D@!ԣ@"x@2[wdF`gd@ࣜA茅,N#@֍F@zu @F@wZ@½@Tr@g[@@%vFXT@#?F=JB1@M1/Ak'^@vXFF@"),@F@;@ c]e@ m@ L@!e)y?陙?K2~PEb,YA2@\AWMc@ccF@1Ӯh]@F@V*G@u@_@G@HT@2?Ldd)+@'y;@'ޮV@?1ޚ F$!7:@Au@mF@"@F@*H@!V C@!<9/@".WW6@"`y/@&ffffff?dÙu0FKCN'@ޙ6eA%{*@~ SF@&b,R@F@ S@̎x@ru@1\ J%@ _+@5?4F"<i@ܙ;BfVfC-۪'YF@2[l@F@t4t@H=@&a?MU~%?:@,?wXFaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@?4W~ (F#_P@ՓqևA(@u랷F@F@F@ dxE0@"#c/ @"I%Q'@# T̂h@#>L@$?goMHFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@0@MDFhENջ@8rBvA" g@̵T@0r2M@F@3@@FPg@| @ :Uw@ ~3W@{IM@ B{@!MB:J@#333334?٢:F>u@eH6!AAg@F@#2^v@F@]2NM@ _S@.Ii@ ZYQ@!Q@ffffff?PuF /@֖(.1AڴyQ~@~(F@+f@F@ u0@"ݪ3@!V@"HG@@"ͪ@ffffff?sBQ,F }=+I@JUeSAR^B@XF@ffffff@F@!st@#y<7Z @#:@|EW@#:@$KX@!?X$>~F4/0@ھ2Aݬ<|@ݓF@ 0j+@F@;e[@ mttx@ zjN;@!1+ס(@!LW@333334'IYF"}g{x@}{dmAلA@*sF@3-+5r@F@ހj@"Yz[@!- `Ӹ@"L&s@"Q@333333ԅGF\P1'R@֬}A؇ODo@IP|F@gK@F@ \'u<=@"ulnV@" 9@")@#XV@+333334?BRPF\ I[@hLYAK,'@KmF@+"R@F@HN" @" +_@d>R@z@\̦q@1)u?Fs{'@oY Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@*?-OLFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@"tF;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@ffffff?(F /@֢/mAژ@v-F@L`RP/@F@ 96I@"{:N@!@"K%5jp@"ɶ-@.?9\;Ff-V'@FA_ݢs@F@.x#@F@Ҝ6@B_ @2 X4@/u@[>@lBɚF*C0@ ,{TA>? @7/$F@Ռ@F@d<@!4QE@!$}t@!3x@"F0@(@h/FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @333333 `FOvЩ@ӝ]ZAԍZxQ@b@fzF@333333@F@!]o@#y:@#_ m\O@#蛫F@$Fg'"@#0CEU@ѭ >Aljn@)ؖ#F@]=ȸ@F@"jn@$Ll@$B@$8*+)@%xw? %Er @: +kA ̦=@3˽F?@F@)9|@(?^@) {r@({Nu"@(ec@0?5Fm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]?Q뿟~FXT@,{S.?FaE8W@ݪ*&>A@b[@ ojF@+{@F@0-ě@T3ۛ@5q@W*]@̀u@,WFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@?b(F&Ay0X@tuiAjCld'@/rF@z@F@@pc@!co@!ab[S@" :2@"}( @)333333?IhtFU@OQ!@ N9AHжQM@>E$F@)(f:@F@d@%zM)@vy@E+@ß`@333333?zwĘ$FOvЩ@ӝ]ZAԍZxQ@b@fzF@333333@F@!]o@#y:@#_ m\O@#蛫F@$Fg'"@#:FM&e@t!AؘeI@ˋF@}@F@ Czß@"dBU"@!@"a}xQ@"|}@)333333?񬳁FU@OQ!@ N9AHжQM@>E$F@)(f:@F@d@%zM)@vy@E+@ß`@333333M bE[nq@xVAd@N!JluF@333333@F@& vz-@&37>@&ʓt^@'+LU@'Ao@,?੅=~Fa4tU@BfAűV\@ξPF@,*1@F@/@+;-@hs@@\C@4@*h7Fe>x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ@.?Ū~0Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@2?%pHFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT?333334 +G=PEB)@x~?IAw@EF?333333@F@3wng@1?{@2*)@0Lrǥ@0L 3:@0DZ-$FhL:@^AŸ@^T@2 uM@F@oA@p@ H@I @Y ?`]?[ٚaFXT@0?䟨Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@,L=gɊFaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@#333334 F>YT5@g"'A[̱4@ >xF@#2\E@F@LmR@ ^ >@uD@ Tz%@!0)@'?%`LFPV>s@cBd5A3@fmP-l@ѩ*8F@%i;@F@@L^i+@c @\̮@Y'ݱ@+PJ@ F[Do%@T!gvAiq,@{rZF@*f@F@ȡ@!Ői@n%@})j@0Y9@333334?m1(E/@ݎ"_Ac^]z@NE?F@333333@F@&  8@&8@&Յ@'Bi @'AQm@ffffffOF:gPF ˽ͯ@f @2Aq-@mYF@fb4~9@F@ s@"?&@!wK[5@"n@"X\ws@ ̿UN8(EHA# @О: sAL%hl@2 mF@ @F@#D y@%0+D@$uB&@%5CEs@%d8 @(iUrFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @({gf0FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @&? lFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@!ӄ|6F4/0@ھ2Aݬ<|@ݓF@ 0j+@F@;e[@ mttx@ zjN;@!1+ס(@!LW@2?늖­/,Fw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@2?oY F:Fw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@?E<@{oAL@QRuzF@@F@'H#q@'DutQ@'$N*8@' +@( E@uE V@͑/ AН@@(Q2F@@F@$ +K@%|R@%m@&L@&I +@&m1x4FK:q@, +t%AnS@F@%np&@F@$[U@ #@@NFDa@ݔ܅3AY*C@8^hRtF@$ʯx_@F@@X@x5he@ AP@ CW@1?K }"Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @ F2tR@pT_AGC@CvN`F@ѢY@F@-N@ ƚt(@ L@ Oz@!iِE@&?* [-FK:q@, +t%AnS@F@%np&@F@$[U@ #@@F@1Ӯh]@F@V*G@u@_@G@HT@333334k F3t @әj1eAԉ姁P@DfF@333333@F@!띀@#´Aq@#a3`q@#/d@$GSe@q E<@{oAL@QRuzF@@F@'H#q@'DutQ@'$N*8@' +@( E@fffffg"\F+4'@wplA"s@~F@)u@F@Xk@ 'DWPq@ [S@ t=@!X0@fffffg?vpEi'@( A݉)"J@.1F@ffffff@F@#>kw@$Դn@$=7@$J@%F @6? [~PF,X)i@9oB:GJ?:F@"MZ@F?lΗ?@0?'S?S7?g\ @ 333334?!&`E#$@V:DAкןt@7#k>F@ 333333@F@# A"@%Wuy@% ٴ;@%veE@% H@'fffffgvFOcN@-jWAa\w@qs"F@'`y+@F@3]@;Ψ@P@g0"%@N]x@I?Fc/ +"y@UvA@E@F@( ԕ+@F@Yp q@]r @I@3A/=@(@1?݆_qFssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @=U F&0;@8A̵@ \F@V}@F@!< +G@#39@"p;@#]m.ѡ@#r^@6i%Fueĭ'@h$jӫABI@ZgpT@`@F@iQ@ .(h@ -չK@!9Z@![@(kFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @4?lFbV%L*@V}B_t3=TF@3e @F@'@p@6y@5\g?b@(=WxFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- ?fffffg?>{E@-Y8AYj@OF?ffffff@F@'dRԖ@(-Ʈ@(@ s @$'XdFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@ +ffffffkE:{!n@ϔp%AqP_@9S;`F@ +ffffff@F@$w9@%z@%2@%$@%g=ʙ=@&?ٻt8FK:q@, +t%AnS@F@%np&@F@$[U@ #@@:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A?fffffg1_E@-Y8AYj@O }tF?fcI@F@'dr@(--"@(Rq@(* +yC@(FY@* @تJR#@_U@cX1- @)333333򈲎-$FT+@߭Y|cAmrIRn@K[;T@*K $@F@/@2{v@ sv{@rƸ@(?333334]ݮ`E_p@SwAaR@Ati.F?333333@F@(ɓ@(.ͽ@(@(9bG@(ʮ @$?xFDa@ݔ܅3AY*C@8^hRtF@$ʯx_@F@@X@x5he@ AP@ CW@fffffgl9pM4Ez@̎atAGM@EDNdF@ffffff@F@%D@&?JY"@&V|@&X{)@&1ɘiu@,?Q&}FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@#333333Ӏձ`F?+^l@w0ДAK21@nFJF@#28Td@F@UZ=̞@ Nާx$ @HD@ W܍q@!q@?Â9F&S]@؁diAEyS@6 F@̾3@F@3ꈷ@!q@![ =@"4@"xs!fw@ 333334?#-E#$@V:DAкןt@7#k>F@ 333333@F@# A"@%Wuy@% ٴ;@%veE@% H?񙙙}+|E9Bt@i!}A좡|@XM F?񙙙@F@,wIrYn+@,!1Q!/1@,6b@+Lr:@+$!m @)CFVȠ|@UAZS@50™F@)v@F@SCNc@|m@v.Q%u@gaZ@wod?񙙙?'PE9Bt@i!}A좡|@XM F?񙙙@F@,wIrYn+@,!1Q!/1@,6b@+Lr:@+$!m @(?-`p#4FQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv?񙙙3E9Bt@i!}A좡|@XM F?񙙙@F@,wIrYn+@,!1Q!/1@,6b@+Lr:@+$!m @%?FGqϝu@_i#nAֽ@F@%?) +@F@)na@EK@(З@`Kxx@ aP@,SqFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@3+tF!'~@A}8[Y@ wLJQ}}T@e@@F@kL8@6 l@hx@M4@>R|@L@ +F$!7:@Au@mF@"@F@*H@!V C@!<9/@".WW6@"`y/@&?peڐFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@0@tFm􈘹@j A:'/@p F@/7~@F@iT<@ȇI]@0Y+@6p@:K@2?ʐ +dFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@Ϳڇe +E3@ǞXAɇf-@QdrCF@u٠@F@&͋@',@'}!h@'a @'Ó@2?,Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@A#bFr8 + 4p@h4QA̘ @>T@/Y@F@_S@"J@!xw@"aGf@"F@$FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@2?MӐdFw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@"?2[IlF;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@$?PFDp@ݔViOAV u@?F@$ʳg @F@JJ@ج"B@-f6;@ p@ u@.s=~%JFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@2$ˍFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@?Ȼj9 F `P@Ԃ_[{AՓ%K7&@MIF@@F@!ua3@#bv @"W@## [@#!@ ?J~`EK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:??s̯Er @: +kA ̦=@3˽F?@F@)9|@(?^@) {r@({Nu"@(ec@.SFᙵFdeo @y,AZ=1@1Z6F@-^J82@F@xQ@~I@wc@#[m@-l<@Ϳ$q6ECe@/nrAz@%~jF@@F@"s׫@$^ez@$;+@$-@$%`@6)DF!Іs@Xj9B._uc@>F@!1&@F@CSx@^j;@Aج@&xs@ +?@ ?߄-=fEK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@D/eFEŔ}s@dA$J@Q5e +F@nwpz@F@&gFe,@'g (W@'>"@'y(9Y@'őU@Ϳ!&@F&wb@}+a(Awu@)dGF@̿n?x@F@8U&,@!j(@!]P~@"rޤ@"zU@9kM&Fd%Ȫr@e^AרCju@`0~-qF@#v&I@F@f>b+@5U;ܑ@Z&*@ +FEp@g?zG|NsEf^q~@A "u@%F?zG{@F@6G! ^@40>@5~@3b@2Ul*T@0?cSrFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@(=ofaFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @0?ihFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@5 \]ҀF0=^@Ї皞B"DW=?ʘmFP F@ $tT@F?@ < (k@kڟ@m.`@@#333334?t& +F>YT5@g"'A[̱4@ >xF@#2\E@F@LmR@ ^ >@uD@ Tz%@!0)@"?׳FWHF8olSe@ۈ:AG+)=@ƾףF@!@F@ ^~@ ӏ@ +<@ C%1u@!d?`!i@$ͿJjFDa@ݔ܅3AY*C@8^hRtF@$ʯx_@F@@X@x5he@ AP@ CW@*?I0w FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@3*Th E`P,@D=IA}܃@tFvT@sG@F@S:@"#rm9@!ʪ@"n@#n$,@ ?<`EHA# @О: sAL%hl@2 mF@ @F@#D y@%0+D@$uB&@%5CEs@%d8 @ ?s"`F2@چ YADߓ@B9F@ ̞#l@F@sv@!`u@ +n8@!Il@!L7K\@ffffff?btF VKPmh@Eo&ANV:@oу`F@ffffff@F@!ϫT@#{Űuo@#0l@# )&PG@$V6Q?Ϳ͕EWI@ヹ-AƩA匏@/GqHF?@F@*qÄ'@*x f&@*=8U@*A'K@)kU?@3?/ SnF^ң^@R .B,>:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@ffffff? o?~F }=+I@JUeSAR^B@XF@ffffff@F@!st@#y<7Z @#:@|EW@#:@$KX@2fffffgK(FtU`k| +@x)A0h@߇T@3 $ q@F@@9-@U@QM@.#O@2?SwhFw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@.#dFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#?333334Zhߛ,EtjtH@RA$l@&ΐKF?333333@F@+p"@+A}@+?+"U@*y.@*J&s0@2!hzFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@$ffffff?a~FC9[@OvڇA 5@%gZF@$d1@F@f6i@he9u@֦Ju@ /W@ !@0?s( tpFm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@,?hڥ8FaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@333333?֒F[¹ht@( UAٰT @cF@фr@F@ HS`@"XT4ɯ@!麛y@"Y_/@"ԋo?3333348E:EtjtH@RA$l@&ΐKF?333333@F@+p"@+A}@+?+"U@*y.@*J&s0@ 4wvVEui8@=&BBA%qyd@;~F@ @F@$?*@%a@%Xe@%{@&GT@5@ir6F"<i@ܙ;BfVfC-۪'YF@2[l@F@t4t@H=@&a?MU~%?:@0QtfFm􈘹@j A:'/@p F@/7~@F@iT<@ȇI]@0Y+@6p@:K@0?8?`Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@&?\S^FKK9oD@]A|j4\>l@ѩ*8F@%i;@F@@L^i+@c @\̮@Y'ݱ@ ?KifF0N0*@LAvbj*@zF@Ŋ,@F@+<;@!Kӓ@ @!$.]@!? @7/$F@Ռ@F@d<@!4QE@!$}t@!3x@"F0@(< [FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @0BFm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@,Z fFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@ 333334?؍.g2EG'@&W7rAйv=@7l'@K(d @ gKչ(@ 3r-@.NYEFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@?3w(F#F@d˕A.=@E,F@@F@"Fx@$ +kB@#{2@$2@$J‹"H@0Zm88FhKu,@6A\Cق @uT@1u8Go*Z@F@E8X@֫mI@u#@c~a@r1@,"/FaE8W@ݪ*&>A@b[@ ojF@+{@F@0-ě@T3ۛ@5q@W*]@̀u@0 v $Fl$ +ҝT@[LA+O@F@/gB؃@F@Ơ>E@mVH@K@]Y@`,d@&?Dl@ѩ*8F@%i;@F@@L^i+@c @\̮@Y'ݱ@)ڠFU+@߸B€AV@>\9F@+䎊@F@@^+@t''@c&@rc-@$ffffff@L#FXT@ ?x8EtT@_A%Y[ݖ@;VF@ @F@$?@%CQ@%Y :}@%l@&Rv@$ͿǫAFDa@ݔ܅3AY*C@8^hRtF@$ʯx_@F@@X@x5he@ AP@ CW?zG|v*EuϠ@g AƘj=@ԛŝF?zG{@F@*Wm@*E$@+8&@*br7@@*Z߿@؀#MF 0\@ ͪz?A F4P@vщuF@@F@!BH@#%=@#/@#E1l@$1M6@#333334[|ETF>YT5@g"'A[̱4@ >xF@#2\E@F@LmR@ ^ >@uD@ Tz%@!0)@X2XF#7i@ӱ0Al^w*@U†F@*E;:i@F@t9@!| +@ 0s4}@!=Ad+@!.??333334E_p@SwAaR@Ati.F?333333@F@(ɓ@(.ͽ@(@(9bG@(ʮ @"?qF;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@333333}_aNE9E@k:A$H]@,SF@333333@F@#[j@$1Q@$bNU1_@$uy/@%*}$&@?{26;@E V@͑/ AН@@(Q2F@@F@$ +K@%|R@%m@&L@&I +@&Ɲ+1:FHͥ@ɊLA㎴R@f)/T@)4D@F@X@C@g6@@]6@ # w@ 333334TX(EG'@&W7rAйv=@7lL@2?_ъFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@9ү5FZ5z@ޯnJC3A΂o@\0F@#7!<@F@U@5Vhl@u+@=+D@G@@)333333?%tFT _;@ G\+Am@N1WF@))m@F@@I6Us@ R@ ƍ@Є(@FO?:FX@ҭL6AӁL{@!-UF@@F@"g}e"@$']Pȵ@#p!@$Lb@$ʣ?񙙙?UdغE9Bt@i!}A좡|@XM F?񙙙@F@,wIrYn+@,!1Q!/1@,6b@+Lr:@+$!m @4 ?Fvj^@G7aApx(ۈ@Ԑ$T@淪%@F@ M%9/@#,I8@":\_@#o=k@#=@?нkPEřa@fg.\jA$=F +@QC;F@@F@&*V5@'fɽr&@'>d)+@'y;@'ޮV?333334`Ev8@@A$]&x@KsF?333333@F@+9l@+@@G@+P@*O}O@*"-@ +ffffff?|lE:{!n@ϔp%AqP_@9S;`F@ +ffffff@F@$w9@%z@%2@%$@%g=ʙ=@64{$xFR.o@FB 0^:@3?CϦT@ j|Zq@F@? +D0 @䘝@B?@qא;@)n@16j|Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @&?aFK:q@, +t%AnS@F@%np&@F@$[U@ #@@YT5@g"'A[̱4@ >xF@#2\E@F@LmR@ ^ >@uD@ Tz%@!0)@ Ⱦ.F2tR@pT_AGC@CvN`F@ѢY@F@-N@ ƚt(@ L@ Oz@!iِE@0?3nFm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@5FGo@RArVBЮ@ :$T@&)k@F@ =@RB?@u@9@2of@.?&3xFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@.7 3vFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@*ffffffmSY&FX(YZO@ڼW5A@zGU@'F@9inD@F@X'@׿@N@@|QN@~U @+5OF[Qv>$@dUjAk'@6̇T@,U@F@[7M@@@OF@ @M@ ?.ɟF3]/@ژRAw٥@1F@ ̖g@F@\(N1@! +J@ 6i9@!>Ƞ?@!5,?@ iyZH EK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@02`Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@fffffg?f*Қ 8FߴE.@`,h›A֗MOq@ $X F@ff#J@F@! rKC@# t4`@"q @#4I@#P8\@fffffg?5//Ei'@( A݉)"J@.1F@ffffff@F@#>kw@$Դn@$=7@$J@%F @ ?nF3]/@ژRAw٥@1F@ ̖g@F@\(N1@! +J@ 6i9@!>Ƞ?@!5,?@1?D`Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @ FX@ҭL6AӁL{@!-UF@@F@"g}e"@$']Pȵ@#p!@$Lb@$ʣ@&=FƳ2@ՀC=jA +@腨?F@ g@@F@ _X@")e@!T}@">QIeQ@"@2fffffg?N7 @Ft;o-@AW(@\c}rT@5 ǎk@F@@<;@ZrX@5mՄ@ҧ8@6 |kF[yI$@˻ݲ B+ZRL?HzF@"*0U@F?oaAF"@w ŵ@c)q@ڣ@a5@(@FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @|jMFͷy:3@(p Aׇ](#@Q33F@6dw@F@ 9 +@"4 +(@"KsT@"̅@#P/@1@ffffff?2!pE @F_w.AT[7@K5WF@ffffff@F@%R)z @&;}QZ%@&{@&ǿrF@ 333333@F@# A"@%Wuy@% ٴ;@%veE@% H@%?FF8Ў@ _A᮴1y@'#1F@%VI@F@Gz@cɡ@F9Z@pF@ pm?fffffg?]E@-Y8AYj@OF?ffffff@F@'dRԖ@(-Ʈ@(F@1Ӯh]@F@V*G@u@_@G@HT@5FYƾ@4B1Z=S?W9F@!7M@F?~A@;Lk?|@nj1[x@Ert @2?,TFw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@333333X!GFH@F'4Aը^P\@EMF@@F@!fd@#&@#@g@# )@$ L )@Ϳ\hF RG@DdAN|S@1"F@Vha@F@!lWb@#S焎:@"J@#|7W8@#5@.?kIFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@333334ϒ B6@F"Guu@׶2|Aub@ F@3-@F@9@"!3ETh@!@"Pq-'@"k9@333334<}JF"Uvȓj@ AمJ̱^m@F@3-+5r@F@]V@" *@! Vև@"Ls;@"?@"`GeF7csZC@wgfyAާ{@b[$F@!m@F@@ ̉3|@ 7eSI@ @/@!oR7@*ffffffcFW~@߱(kAoU@:T@-5@F@J|@:0@il@e]@@2“=qk@Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@0"B`F$G0?@$Nr1A1o@dF@@F@L4@!['@!;@"'Ų@"aV@ GҘEK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@ͿКN FXT@1?gFssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @.?DFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@DFae@vA؎]@Q|cF@}@F@ G$gQ@"go@!;@"`U@#g@1?l2 Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @$?o FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@?ncFj8@.qAQ=@;F@ڱ@F@ 1ru@"T%ka!@!@"UL@"mil@333333T'VF-/Z@ُ.A@-֠@iLF@3 +Sy@F@F@!om&i@ j$>@!y@"?񙙙!E9Bt@i!}A좡|@XM F?񙙙@F@,wIrYn+@,!1Q!/1@,6b@+Lr:@+$!m @ffffff^Q:E @F_w.AT[7@K5WF@ffffff@F@%R)z @&;}QZ%@&{@&ǿrF@1Ӯh]@F@V*G@u@_@G@HT@"8iF;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@fffffg\ݬEz@̎atAGM@EDNdF@ffffff@F@%D@&?JY"@&V|@&X{)@&1ɘiu@?ە@e0(F☃@+bicKAX@ F@!}@F@!"ko@#f 2@"fꔡ@#Hշ)b@#c@433333?E|*F\~@ԽpBr@ +T@8LW@F@={޹@F\@/H @*@KN8@>BXF}@S +Ar@/RyT@?+ʬ@F@ Ԣ@@}'@ '&+@ ??֐0HEM7b@: +kA ̦=@3˽F?@F@)9|@(?^@) {r@({Nu"@(ec@?ۏ6F+ٌ@*hA׊*@H%F@6dw@F@ "?@"k@"J\ i@"@#OY% +@?.:IzF&Ay0X@tuiAjCld'@/rF@z@F@@pc@!co@!ab[S@" :2@"}( @sg>c8Fp־;@ҠpAӐoz=@!bvyF@1b@F@"h%N@$&@#`D@$KI5@$,f%@fffffg*۹FߴE.@`,h›A֗MOq@ $X F@ff#J@F@! rKC@# t4`@"q @#4I@#P8\@(_FQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@!jɯ1FXT@1?_~BFssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @"[JF;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@.fffffgHPɦFe\mD@hdA=@dT@0\л@F@*@GX@< C@J'~@Kb@#333334䀷zF>YT5@g"'A[̱4@ >xF@#2\E@F@LmR@ ^ >@uD@ Tz%@!0)@Ϳ)J$ E3@ǐUAɤ!@QE'F@E,Y@F@&p@'"@'z+9@'uDHK@'Ӌ@0*VFhE(--@GORAa@m@HQT@0TɅo@F@D@ϓ@Ư[@|uӾ!@Z@.W:-eFdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@)333333tFT48@ߡKuygA{@J9KrT@*iͳ|@F@VH@,bq@d1A@.@*:?fffffg:LE`@pAP֌@Y;F?ffffff@F@*#`@)z@*M@)?@)ᴋ?333334?aSՙ_EhDL1G8$@nZlAd5 @I./F?333333@F@/8X@..i@0 @.* q @-E;׾-@2}m Fwǣc'@d;iA5v%@ ןk7F@1L@F@Q$hH@pOz_Z@Z(iB@kj@Х?񙙙?w,|E9Bt@i!}A좡|@XM F?񙙙@F@,wIrYn+@,!1Q!/1@,6b@+Lr:@+$!m @,~~F+Z5(K@?v1AxܜS@ޭyF@}wl@F@`@!C?ϕ@!P@!{@"6D@.քxxFdeo @y,AZ=1@1Z6F@-^J82@F@xQ@~I@wc@#[m@-l<@fffffgLꖲFߴE.@`,h›A֗MOq@ $X F@ff#J@F@! rKC@# t4`@"q @#4I@#P8\@+333334e6h@F\ I[@hLYAK,'@KmF@+"R@F@HN" @" +_@d>R@z@\̦q@&}FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@&?Fzg8FK:q@, +t%AnS@F@%np&@F@$[U@ #@@;@W/,tF@0jUp@F@ط@bYP@6RW +@S6@$~)@)?$ +yFVȠ|@UAZS@50™F@)v@F@SCNc@|m@v.Q%u@gaZ@wod@333334&]OE/@ݎ"_Ac^]z@NE?F@333333@F@&  8@&8@&Յ@'Bi @'AQm?񂸮aVEyzt2j@~wA.uxRA@}DF?@F@-8mql@-@-WL@,b@+輚)@*'z)6@FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@#?ƕqFA+Ū@[P7Aq!#ϧ@\Jk+F@#`(^@F@8Vu@ rjb@PyN@ Rp"u@ Ԝ11 @&?8%q,FK:q@, +t%AnS@F@%np&@F@$[U@ #@@s@cBd5A3@fmP-F@1Ӯh]@F@V*G@u@_@G@HT@Ϳ𲛕E*hS,@?@x2Ḁ`H@IZF@@F@%x@&\/t!d@&bBJF@&h"u@&礫mE@fffffg=4 ZE۱@& J0Aq@.(]F@r&=j@F@#>=r@$4h@$R@$v@%F$ft@#?wF=JB1@M1/Ak'^@vXFF@"),@F@;@ c]e@ m@ L@!e)y?333334飾3BEtjtH@RA$l@&ΐKF?333333@F@+p"@+A}@+?+"U@*y.@*J&s0@,? OѼFaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@(?\ 8KRFQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@%5ӘFEw@j AȻd.@y}T@%鷿@F@0@Z;@s\.K@aQB@ zLp@1?L%Fqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@.x$]Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@3?ҐkZfFS"@khB(iBP?,=nF@2 <@F@y@%S@<fA@IX#[X@՚H@&?kkFK:q@, +t%AnS@F@%np&@F@$[U@ #@@(@"Y@뿰DF$G0?@$Nr1A1o@dF@@F@L4@!['@!;@"'Ų@"aV?333334?YE_p@SwAaR@Ati.F?333333@F@(ɓ@(.ͽ@(@(9bG@(ʮ @zEo@-,_rAŠ@@F@@F@${"[@%.n@%*@&E/@&I@.T@kEo@-,_rAŠ@@F@@F@${"[@%.n@%*@&E/@&I@1ROj3 Fqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@.z6FVѳ@YAz%@35F@$C@F@nR۹@I/vol@>@v8@.y@;U^K@1?lȥMFssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @ ?N4EK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@?CA0{-xF@45g Aוmی@UQvv@F@@F@ P@"~SW@"FɎ׸M@"[;@#Lx@ f o(Eui8@=&BBA%qyd@;~F@ @F@$?*@%a@%Xe@%{@&GT@+?E+[ F[Do%@T!gvAiq,@{rZF@*f@F@ȡ@!Ői@n%@})j@0Y9??EzT@ +EWI@ヹ-AƩA匏@/GqHF?@F@*qÄ'@*x f&@*=8U@*A'K@)kU?@Ϳ`7tpF&ҮɗJ@؊Qq|Aڐ!M@jtF@̽U`@F@)D@!)LxU@!W @"Gd07@"t[4Q@%TFE]N\@ݹoģ!A(Z@RF@$[@F@ux(/@ZRF@mܪ7@o@ _P]G@G_w,F4gr@)[ GAנX@1>~F@vWu@F@ Z=Jm@"&4@"F;@"m#@#Ko"@?:؀F `P@Ԃ_[{AՓ%K7&@MIF@@F@!ua3@#bv @"W@## [@#!@2?A{KFu .т@މuAL@ކBF@3,Q@F@x!W@F5C@0@%ǣ3@/G(O@ ?ʻkhF3]/@ژRAw٥@1F@ ̖g@F@\(N1@! +J@ 6i9@!>Ƞ?@!5,?@ͿǭJtE4F@,7Ac_[@%F@c@F@""o@$^t1#@$:^@$@$\@V{E@q@ѮC Akâ@):hF@@F@"ߕ@$35@$BiH/1@$"}`@%{@!?d} F6HD@JA+ q@͕F@#Z @F@JAS@ o@ .blU@ ⠄@![5*@fffffg?+uEi'@( A݉)"J@.1F@ffffff@F@#>kw@$Դn@$=7@$J@%F @-ffffffW\FbC=\@/AM@[=T@0gwZ@F@hy@7@Å?_@0V@?2@(klFQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@333334On^F"Guu@׶2|Aub@ F@3-@F@9@"!3ETh@!@"Pq-'@"k9@4?D,$F+-H@/LB`~"Y'C)F@2Q@F@ Oc@ +1@>@ \?> @تJR#@_U@cX1- @)?"h;LFVȠ|@UAZS@50™F@)v@F@SCNc@|m@v.Q%u@gaZ@wod@4 +'3Fe7Hx*@.s? Axfp@Q>F@&&. @F@Ed@no@`{]H@*u@4Wu@3Q3sF}{LO@bE۩A+os@ ]ÖT@a(o@F@ I4@@[r@I@ o@'fffffg?į$tFOcN@-jWAa\w@qs"F@'`y+@F@3]@;Ψ@P@g0"%@N]x@(?x~FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @?ax`Eo@-,_rAŠ@@F@@F@${"[@%.n@%*@&E/@&I@fffffgW F+ J@@-TCA۵7w@5F@4i@F@A@!jw@!8@!3@"2-f+@? U',FX@ҭL6AӁL{@!-UF@@F@"g}e"@$']Pȵ@#p!@$Lb@$ʣ@.?4Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@#冨F@9.b@iYABҶ@YR\F@#`4@F@f㒛@ /a>'@K(d @ gKչ(@ 3r-@,? 7Fa//C@ਝT|A f@u{uF@,v @F@ `@a>@495s@؈'.o@P6N@$ѦVIқFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@&? ~xFKK9oD@]A|j4\>l@ѩ*8F@%i;@F@@L^i+@c @\̮@Y'ݱ@)ùRpFVȠ|@UAZS@50™F@)v@F@SCNc@|m@v.Q%u@gaZ@wod@0333333n"!FkPX@ ױAF]]@Jڐ9F@0y@F@pj @KʧO3@te@'n@_y@6? $,FkO,@SflBRD +#?VF@",<@F??K?ʲ$WC?v?쑇v78?og7@7w sF(WP"\@4f,B37<(?%Vc'F@#\ß`@F?ݕo?x g?7׭֛?4/\?`]8@0bFm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@(?6JrCNFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @HK`EU@ѩ)OڶTAt !h@)q9F@ +@F@"hI@$!,@$Ao˪O@$^Ed@% cγQ2@(_hFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @$]N +FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@.? +dhFe~s,@@ T@1/l@F@ї}@@*W:lC@I@}GW@ v=@3?ac,F&Il@Ȉj$1)B)dGQ?NTF@2(@F@T58f@ +f#@@3[@IG@#Ϳt}DFA+Ū@[P7Aq!#ϧ@\Jk+F@#`(^@F@8Vu@ rjb@PyN@ Rp"u@ Ԝ11 @1?'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@,Ϳ(Fa4tU@BfAűV\@ξPF@,*1@F@/@+;-@hs@@\C@? p@F$!7:@Au@mF@"@F@*H@!V C@!<9/@".WW6@"`y/@&ffffff?e}*FKCN'@ޙ6eA%{*@~ SF@&b,R@F@ S@̎x@ru@1\ J%@ _+@?*JF&S]@؁diAEyS@6 F@̾3@F@3ꈷ@!q@![ =@"4@"xs!fw@*EbiFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@ffffff?.>W(F ˽ͯ@f @2Aq-@mYF@fb4~9@F@ s@"?&@!wK[5@"n@"X\ws@333333vO.$F-/Z@ُ.A@-֠@iLF@3 +Sy@F@F@!om&i@ j$>@!y@"@2շWpFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@9CF^uZg@=2)AӜqT,@[nT@0ϿT@F@{-@  +p@  +@!US(@!Tۭc@-ffffffM|,*vFb +@q~ٷAic@dzJ5T@.A@F@dL@ @ĖO=@fR@v~Gs@6?Gj2FzN=@K˒BbHn>ϿߖM# +F@$iH@F@C{@Ƿ@ c6?hLJR5?ohKp@,m f FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@?v_1#hF,@TMJϤAj|#@peF@y1D@F@ Q"@"\H@"UU%@R@"@#Y +`@fffffgi.dh#FXT@%?x<FE0l +@r\Aj#<@یT@&ß`@F@g>+A@ekh*>@P$c@ճWAu @ l;>c@fffffg?C[FߴE.@`,h›A֗MOq@ $X F@ff#J@F@! rKC@# t4`@"q @#4I@#P8\@*7kFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@fffffgꒁ;Ez@̎atAGM@EDNdF@ffffff@F@%D@&?JY"@&V|@&X{)@&1ɘiu@(?7BFQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@.Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@0333333?v:`Fk;!P#@WȍA>;@W/,tF@0jUp@F@ط@bYP@6RW +@S6@$~)@ffffff?3F ˽ͯ@f @2Aq-@mYF@fb4~9@F@ s@"?&@!wK[5@"n@"X\ws@&?|h hFK:q@, +t%AnS@F@%np&@F@$[U@ #@@@Ϳ﹆/E;`@ΑuAAZL(7@#WZjF@d@F@"t @$Qw@#;[8@$u3a@$ʋ!bOr@,9WLK`FaE8W@ݪ*&>A@b[@ ojF@+{@F@0-ě@T3ۛ@5q@W*]@̀u@.?Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@0?^TFgFm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@$aFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@.̿FܛFe4M2@ A+|@z[FT@@DaT@X%[@F@QSQO@">[c@!aJvL@"JH٘@"`,^V@ffffffI"F VKPmh@Eo&ANV:@oу`F@ffffff@F@!ϫT@#{Űuo@#0l@# )&PG@$V6Q@2? @Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@(?FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @:vEřa@fg.\jA$=F +@QC;F@@F@&*V5@'fɽr&@'>d)+@'y;@'ޮV?ͿeEWI@ヹ-AƩA匏@/GqHF?@F@*qÄ'@*x f&@*=8U@*A'K@)kU?@(?ZlFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @'fffffg?4@̔FOcN@-jWAa\w@qs"F@'`y+@F@3]@;Ψ@P@g0"%@N]x@ 333334?띿ZE#$@V:DAкןt@7#k>F@ 333333@F@# A"@%Wuy@% ٴ;@%veE@% H??bPEyzt2j@~wA.uxRA@}DF?@F@-8mql@-@-WL@,b@+輚)@2ffffg^҅FyPb\{@܆yLFpRA+;s@ r7T@6^J82@F@&@CH5 j@,Ov@KK@,@"?5rHF7csZC@wgfyAާ{@b[$F@!m@F@@ ̉3|@ 7eSI@ @/@!oR7@'1x2FLuG@[ #{Aɤ@N&F@6BiY_@F@Vr)@9z@hy~@Sɾ`@?F@*nW% FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@%&DFGm @_i#nAT\@٘(XOF@%?@F@*/û@F8@)K"@@ bMG.@333334?@ :F"Uvȓj@ AمJ̱^m@F@3-+5r@F@]V@" *@! Vև@"Ls;@"?@333334?_S:F3t @әj1eAԉ姁P@DfF@333333@F@!띀@#´Aq@#a3`q@#/d@$GSe@$=zFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@2ffffgdb0Fy6-2@ݹoģ!AِӲy@ -C +T@4FVI@F@`aƘm@@}[*]d@O@G@ +ffffffL +`E:{!n@ϔp%AqP_@9S;`F@ +ffffff@F@$w9@%z@%2@%$@%g=ʙ=??HEyzt2j@~wA.uxRA@}DF?@F@-8mql@-@-WL@,b@+輚)@44c`F4s@ @تJR#@_U@cX1- @!?<(p +F7@CYQcAސ@u+F@!5ڭ` @F@ή@ 3[ @ B4@ SZ{@!y: Z@?WHF+ٌ@*hA׊*@H%F@6dw@F@ "?@"k@"J\ i@"@#OY% +@333333Dҽ8E9E@k:A$H]@,SF@333333@F@#[j@$1Q@$bNU1_@$uy/@%*}$&@04'pFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@0CFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@4"̀F]e@odmm}B7|$@7.F@"k@F@ +@A@a@99^@xŎ@ ?\q~EK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@ +ffffff?eLHE:{!n@ϔp%AqP_@9S;`F@ +ffffff@F@$w9@%z@%2@%$@%g=ʙ=@?M*!iFX@ҭL6AӁL{@!-UF@@F@"g}e"@$']Pȵ@#p!@$Lb@$ʣ@(pFQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@2ffffg?4IFy'@x2AX@ 4eT@5ΰtq@F@9+@`=Ҏxa@GY6@oվ +@?@'̿ä\},FPՍ@d=3A7@i3}]F@'9.@F@2E@jÍ@uc@yC!@ȿRC@טAF$G0?@$Nr1A1o@dF@@F@L4@!['@!;@"'Ų@"aV@fffffgΉ*F+!)+?T:@,AۤCf@㋾%F@Cs@F@@!u|@!'=*@!cU+@"3$< @?ax&4E@q@ѮC Akâ@):hF@@F@"ߕ@$35@$BiH/1@$"}`@%{??\!V^pEr @: +kA ̦=@3˽F?@F@)9|@(?^@) {r@({Nu"@(ec@2_REtuU@/ܕ\A7@BO F?s-@F@+u7@+%(I @+*N@*w|@*|4@(-AFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @$?|~KFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@fffffg=w\(ZF$ r@מ(A+߱Fh@EF@L@3?K(F^ң^@R .B,>:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@333333?YҀE9E@k:A$H]@,SF@333333@F@#[j@$1Q@$bNU1_@$uy/@%*}$&@ͿO*iF `P@Ԃ_[{AՓ%K7&@MIF@@F@!ua3@#bv @"W@## [@#!@?S1E&ʪ9@Kʶ As@%9}yF@@F@"+4n @$Q@#P띀@$vnQK@$p#1O@ S^<FXT@?UdFO}뜇@(Av@',1F@V}@F@!?#pC@#5E\z@"@#_w^(@#Kj@1?^`Fqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@Qj4"F@7mA؏E@F@}@F@ G} +@"f噁@!׷0@"HJ7Q@#Po@&fffffg梆AoFKP,T@ޙâAj@}<9F@&bs@F@Յ@ +/Z@Hʙ@/02 @ e@%?rR`NYFF8Ў@ _A᮴1y@'#1F@%VI@F@Gz@cɡ@F9Z@pF@ pm@'fffffgaEdFOcN@-jWAa\w@qs"F@'`y+@F@3]@;Ψ@P@g0"%@N]x@ÝEOF#+#s2@z)>HA@Jn}F@Y3U@F@Bg@" +{~@!aP@":Lw!@")@fffffg|ն F+ 3.c@z+uAAzF@႑NF@~Cg]+@F@F +)@!ڨ8"@! d@!:Җ@"*@y@4?턿}[FՏV@!+1BYbOq F@%8K@F@M4m^@T@ -J@5?\,@0?T5&aFo=6@ߌ RBA-jP5S@ +,T@3Y@F@ov@@L@~g@Lqy@#q`U@0옔P&.Fm􈘹@j A:'/@p F@/7~@F@iT<@ȇI]@0Y+@6p@:K@? RLF `P@Ԃ_[{AՓ%K7&@MIF@@F@!ua3@#bv @"W@## [@#!@"?GF8olSe@ۈ:AG+)=@ƾףF@!@F@ ^~@ ӏ@ +<@ C%1u@!d?`!i@(?]FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @6 F + +K@ڪ/ B PE@{F@ d0+@@F@q@S:ꔱ@,2h@D@(@0333333?j[B^Fk;!P#@WȍA>;@W/,tF@0jUp@F@ط@bYP@6RW +@S6@$~)@'GFL8hX@ޞAc{@9T@'٩T!@F@o<^@&n@x]L@ aĉA@ a@uF#@AK&yI@\J}F@tVS@F@ &@"@"A|S@",^E@#EC@*? ڢ FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@*ffffff⵫L٠FW䡬.@c5CAFԄّ@?((T@+]ce@F@aĝ@a~b@6k@(dPB@8븃J@1? Fq@`_ :A=;@ɤu{F@0FJ@F@B/@/l@J G@-@v'@?v$DQtF$!7:@Au@mF@"@F@*H@!V C@!<9/@".WW6@"`y/@#+CF@9.b@iYABҶ@YR\F@#`4@F@f㒛@ /a>'@K(d @ gKչ(@ 3r-?zG||+ Ef^q~@A "u@%F?zG{@F@6G! ^@40>@5~@3b@2Ul*T@!:@CF6IE(@qmAÒQ b@icF@"vB||R@F@b@ N@ Hϫ=@!$R@!|R@2?¨Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@%-5KbFE4L y@ijAɬ&h@R[mT@%@F@nn@F@1Ӯh]@F@V*G@u@_@G@HT@3333345F"Guu@׶2|Aub@ F@3-@F@9@"!3ETh@!@"Pq-'@"k9@?aF+H@=tAt]@pF@~VG4r@F@}ITa@!:`#G@!P/@!x@"70>@6?-xF-BV@*$DB=lM?e˗F@"Ls-@F?pX?s^ ??F4;v?:R qK@?b3@F@:.ͅ@ OJ̼@$>N*@ ÏL@!d@"?cd F;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@(| FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @ ?F\"F3]/@ژRAw٥@1F@ ̖g@F@\(N1@! +J@ 6i9@!>Ƞ?@!5,?@?}T7/F+Z5(K@?v1AxܜS@ޭyF@}wl@F@`@!C?ϕ@!P@!{@"6D@5?F@_?Bi^?f@433333rxrFXT@'?*FPV>s@cBd5A3@fmP-yBb{VߛeF@#~灃@F@ߢwV1@ D9ϥ@C4?4M`=?V@"?֍˩F8jيxF@ې! +Aœ@ͰF@!Y3@F@7@ v @ %8K@ 1Π@!^5e#@0|BFm􈘹@j A:'/@p F@/7~@F@iT<@ȇI]@0Y+@6p@:K@"?覎oVpF8olSe@ۈ:AG+)=@ƾףF@!@F@ ^~@ ӏ@ +<@ C%1u@!d?`!i@5(FB勤@4Ō>eDBRlD@ºT@/@F@ +fr @ +u@gn@#q@ |l@$짜E0FAB)@ AfUL@q2>F@3_Ë@F@t@kDT@|Ԟ@g!@ذ@2?>1`Fw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@1??ZS.Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ ???#"* XEr @: +kA ̦=@3˽F?@F@)9|@(?^@) {r@({Nu"@(ec@1?XFssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @?@`E<@{oAL@QRuzF@@F@'H#q@'DutQ@'$N*8@' +@( E?fffffg?ygE`@pAP֌@Y;F?ffffff@F@*#`@)z@*M@)?@)ᴋ@*ffffff?/]FWY@ͲA3>T@4rT@/*9`@F@0p*@h|b@E'*@p@xxy@ ̿6[5>F2@چ YADߓ@B9F@ ̞#l@F@sv@!`u@ +n8@!Il@!L7K\?fffffg?zy?c@#3333345 `F>YT5@g"'A[̱4@ >xF@#2\E@F@LmR@ ^ >@uD@ Tz%@!0)@%%ˏxFF8Ў@ _A᮴1y@'#1F@%VI@F@Gz@cɡ@F9Z@pF@ pm@2?ӯf$nFuy@ޫFMF@37T7@F@me4f!@9@moA,@/@9!@,@.SFaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@.?^)Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@,?T8FaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@!JF4ѧة@ھ#AݫZdt@ЭF@ .Ym@F@<3@ uvf@ zR@!1YY>@!K@ 6YEK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@*QFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@?øF+ٌ@*hA׊*@H%F@6dw@F@ "?@"k@"J\ i@"@#OY% +@?^I +F#F@d˕A.=@E,F@@F@"Fx@$ +kB@#{2@$2@$J‹"H@ M,F#,3\@eSAp @u a_F@]H@F@@!͒T@!&@"$\@"Yo?333334?Ӹ N,EtjtH@RA$l@&ΐKF?333333@F@+p"@+A}@+?+"U@*y.@*J&s0@?Qc!xF1;@8A؎,`N@G٣F@}@F@ GH@"g +Վ@!o @"5@#q@&<\J4FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@.?ḨFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@(N8FQ9I@wt)'*DA"͛@Z&3F@'b@F@ܭ@(ε.A@E@D%@S#U@#?>r)A}RFA+Ū@[P7Aq!#ϧ@\Jk+F@#`(^@F@8Vu@ rjb@PyN@ Rp"u@ Ԝ11 @333333?@9FP} L@ӝΐAԎ"Y{@W1F@333333@F@!t3@# %@#_F@#%i=@$FQ,OB@&@YYFKK9oD@]A|j4\>l@ѩ*8F@%i;@F@@L^i+@c @\̮@Y'ݱ@333333?( FP} L@ӝΐAԎ"Y{@W1F@333333@F@!t3@# %@#_F@#%i=@$FQ,OB@!?Խ2HF7@CYQcAސ@u+F@!5ڭ` @F@ή@ 3[ @ B4@ SZ{@!y: Z@fffffgsNF$)e@o*YApĭ@F@@F@"'r'@#@#~)@$&|@$t3@2?K\Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@+?+T8LF[Do%@T!gvAiq,@{rZF@*f@F@ȡ@!Ői@n%@})j@0Y9@5CFd c@InBZC@/آF@pϿ@F@ '&ĸ@x@ , @{k@.R@ 7"F2tR@pT_AGC@CvN`F@ѢY@F@-N@ ƚt(@ L@ Oz@!iِE@Ar56Fp2j@>cAWh@!T@[!Z@F@w?,@ I!2@ Y@ g@!V$@,?ʄlFa4tU@BfAűV\@ξPF@,*1@F@/@+;-@hs@@\C@W kpF$!7:@Au@mF@"@F@*H@!V C@!<9/@".WW6@"`y/@?zV6F&S]@؁diAEyS@6 F@̾3@F@3ꈷ@!q@![ =@"4@"xs!fw?333334?lj pE_p@SwAaR@Ati.F?333333@F@(ɓ@(.ͽ@(@(9bG@(ʮ ?333334XoxEhDL1G8$@nZlAd5 @I./F?333333@F@/8X@..i@0 @.* q @-E;׾-@3) OFOt@۫6A蝞A`j@m0~F@%6&,@F@L@5]{{@%_U@)RF@@0?-AXFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@?'wF*C0@ ,{TA>? @7/$F@Ռ@F@d<@!4QE@!$}t@!3x@"F0@&o"FHL?@ҹi_7Ag@WgnBF@5.f@F@w@`Xx@i+ O@lKS#@h@?1_8E&ʪ9@Kʶ As@%9}yF@@F@"+4n @$Q@#P띀@$vnQK@$p#1O@"fffffgӡ\RF9@ۑ)%wAߞ@p3T@"~w@F@Tz@ O)@ X/>@ #{)@!H1W@ Ő9tF05v@Ѭl;AܚҢ@v!F@ ,#*@F@ W@!JGTL#@ :@!}TI@!Bf=@)?B(FVȠ|@UAZS@50™F@)v@F@SCNc@|m@v.Q%u@gaZ@wod?333334?/0~pE3KKS@Nu4XA`^@AwF?333333@F@(Ol(/@(Vucg@(RlX@(_x~L@(gh@)?Fp@Ҡ^=AӑD@!W)eF@̧ @F@"h- h@$&lЉq@#m@P@$K@$oM @fffffgtF$ r@ҡ#ы]AU/Yw@zF@#,]O@F@"Ci4y@#S_q@#v1,o@#2R@$O1@4?с6F^֗@Ό=B!.{?C8(F@#@F@0恡w@oFMe@M@ #F,@ + ~@"fffffgʝI F9@ەgAߓ@8T@"[o@F@U蒽@ ɪ@ {2~@ @!I<#6@0?+Ӓ`Fo?}m@ߞ AE<@ T@3=K^@F@6kkE@Dᇃw@t 4 @4\g@Ź<%`q@$Z}FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@JF#F@d˕A.=@E,F@@F@"Fx@$ +kB@#{2@$2@$J‹"H@$?!\,FAG Z@ُ1A夊6@}F@.y2 @F@of&@ u]zM@hs@qV8*@ /:'@.q)8gFf-V'@FA_ݢs@F@.x#@F@Ҝ6@B_ @2 X4@/u@[>@2?ﶾheFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@3333340E/@ݎ"_Ac^]z@NE?F@333333@F@&  8@&8@&Յ@'Bi @'AQm?333334EhDL1G8$@nZlAd5 @I./F?333333@F@/8X@..i@0 @.* q @-E;׾-@.S)FdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@3/=F{vD#@x4 ~Aϭ6@fGT@Ѣ@F@gGH>D@,DZ@7@b@WӴT@,^-f//FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@'١: FL<ō|m@ݝ7AIN@ T@*@@F@C}%@Tؾp<@:ϻ@j @ES@0?°`rӊFjSk@Aߨ8A0LI@WxF@1S5IP@F@'@NJq@$b@i@@%Vi@)333333?&j*ozFT _;@ G\+Am@N1WF@))m@F@@I6Us@ R@ ƍ@Є(@?ߙޅF&wb@}+a(Awu@)dGF@̿n?x@F@8U&,@!j(@!]P~@"rޤ@"zU@ ?YZF0N0*@LAvbj*@zF@Ŋ,@F@+<;@!Kӓ@ @!$.]@!@$~xc@$ r'@$.ݙ@%FDt@$s֖FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@333334 FXT@,ͿS:qUFXT@333334?b F"Uvȓj@ AمJ̱^m@F@3-+5r@F@]V@" *@! Vև@"Ls;@"?@?KeTvF&Ay0X@tuiAjCld'@/rF@z@F@@pc@!co@!ab[S@" :2@"}( @*Y FY'!@ -A*j@[EYF@-sPH@F@Sl&\@FY@!.@@@=}]@3!_F}>S6@MYeAJf*ov@ ~kMT@I@F@'e@֩tm@zKw@r@'JT@.?$`Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@?+ζ9dF,p)S @kCA &w@x+F@̧s>@F@c^m=@!{iLf@ $@@!|f@"$HCh@,?# FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@.fffffgENT4Fe_rkq@\$5Az@--T@08@@F@3@@`@@(w?@:3`@.@@2?Fw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@#?,XF=JB1@M1/Ak'^@vXFF@"),@F@;@ c]e@ m@ L@!e)y@,/Z1iUFaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@,?120FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@ ?Z(EK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@2?OcFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@&u vFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@3= jF&Il@Ȉj$1)B)dGQ?NTF@2(@F@T58f@ +f#@@3[@IG?fffffg?aE@-Y8AYj@OF?ffffff@F@'dRԖ@(-Ʈ@(b@3@ TQѻ@K +Eo@-,_rAŠ@@F@@F@${"[@%.n@%*@&E/@&I@1ۈVFq_#v@VA,j@xf>F@06;%p@F@H@@5@)@"Ext@,@%o@#333333D F?+^l@w0ДAK21@nFJF@#28Td@F@UZ=̞@ Nާx$ @HD@ W܍q@!q@4?79FS.@zt-gB[VJ4 a/_oF@%K@F@WGڸ@[KIB3@cXC@D#?r2G8@(?]&y'pFQUo@eBA[1&Z@_gF@),s-@F@Z2@CC@@j@8:yݳ@EK@GiEŔ}s@ZzB֣A;@Q F@,@F@& 0,t@'eFmv@'<2G@'vTE@'Zp @ͿzjECe@/nrAz@%~jF@@F@"s׫@$^ez@$;+@$-@$%`@ffffffod@E @F_w.AT[7@K5WF@ffffff@F@%R)z @&;}QZ%@&{@&ǿr@!y@"@ ?\ɕhREK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@M=E V@͑/ AН@@(Q2F@@F@$ +K@%|R@%m@&L@&I +@0?􍶥Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@$: FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@.̿hFeY@V}FAC,@n-2T@0RS&@F@kE@kVCʵM@>:@F@1Ӯh]@F@V*G@u@_@G@HT@"?pZ2F8jيxF@ې! +Aœ@ͰF@!Y3@F@7@ v @ %8K@ 1Π@!^5e#@2?.#dbFw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@$)FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@1?{ +CFsht @ܠ=\PA(<^,@ bwF@0fffff@F@/P"P@O+e@8î1T@ @3`!u@(?BF@)y䣃'@F@zm@IJ-@!S@9yz@GYA @$ffffffſ;FC9[@OvڇA 5@%gZF@$d1@F@f6i@he9u@֦Ju@ /W@ !@333334?ʨ͐`F"Uvȓj@ AمJ̱^m@F@3-+5r@F@]V@" *@! Vև@"Ls;@"?@2HE>n@q3T{AoIQ(i@o>sȝF?:pe@F@,:@,QzC@,o)@,#@+? +=p@9mFXT@'?PwFPV>s@cBd5A3@fmP-(@"Y@&fffffg?쐬Ý,FKP,T@ޙâAj@}<9F@&bs@F@Յ@ +/Z@Hʙ@/02 @ e@.@FdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@)333333?ϊbFU@OQ!@ N9AHжQM@>E$F@)(f:@F@d@%zM)@vy@E+@ß`@o ~F@7mA؏E@F@}@F@ G} +@"f噁@!׷0@"HJ7Q@#Po@0?>eZmFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@0ic}Fm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@?οFM@!oA׼W#@옊yF@IQr@F@ S,@"1@"Cgc@" @#H,)a@$?}"FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@?rf:EJ=@ѫ>qAhULG@*QɉĺF@@F@"Bi@$o7@$CUY@$fW@%ƷCh@333333?JE[nq@xVAd@N!JluF@333333@F@& vz-@&37>@&ʓt^@'+LU@'Ao@PE@#Eӗ@$?fFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@$?㮰"FDa@ݔ܅3AY*C@8^hRtF@$ʯx_@F@@X@x5he@ AP@ CW@?wJFͷy:3@(p Aׇ](#@Q33F@6dw@F@ 9 +@"4 +(@"KsT@"̅@#P/@1@4?f(@"Y@0~D0Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@2fffffg +lo6xFt:\nBc@@)o,AtG@>T@3'(b@F@#@2"j@_[2n@N@ 'ꗉP@1k@FEox"Bg@ݍgANl3@LF@w@F@]M3@sÎ @Xp@R3-X@ vLn@3PzHFa(F@B/ G @`]dF@ xF@F@  @W /Rj @dj@3\-@" G@333334?m(F"Uvȓj@ AمJ̱^m@F@3-+5r@F@]V@" *@! Vև@"Ls;@"?@ ?HkEui8@=&BBA%qyd@;~F@ @F@$?*@%a@%Xe@%{@&GT@7?XF; D@9/BgD( ż-mWF@3;@F@mTEoLp@ +D@;Și?m5 ?QSͥ@333333؄aE[nq@xVAd@N!JluF@333333@F@& vz-@&37>@&ʓt^@'+LU@'Ao?fffffg?T`E`@pAP֌@Y;F?ffffff@F@*#`@)z@*M@)?@)ᴋ@&?骜NlFK:q@, +t%AnS@F@%np&@F@$[U@ #@@d@ xX@ K87@ ,R@!hT c@6ԬyF1K@ڞ'B$~tް?yF@"F]c@F?9@T>12@S@L@۳u@.?z>dFdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@1&Fqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@& *A`FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@?цF*EJ=@ѫ>qAhULG@*QɉĺF@@F@"Bi@$o7@$CUY@$fW@%ƷCh@%?rƤnFE]N\@ݹoģ!A(Z@RF@$[@F@ux(/@ZRF@mܪ7@o@ _P]G@.V/FdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@3΃;FQDj@bMÄSB@1+€IF@Y@F@ 3C0@ܘ4@*A@C޸;/@) @^nEJ=@ѫ>qAhULG@*QɉĺF@@F@"Bi@$o7@$CUY@$fW@%ƷCh@.;2FdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@&^(FKK9oD@]A|j4\>l@ѩ*8F@%i;@F@@L^i+@c @\̮@Y'ݱ@ ̿.?@F2@چ YADߓ@B9F@ ̞#l@F@sv@!`u@ +n8@!Il@!L7K\@333333`mF-/Z@ُ.A@-֠@iLF@3 +Sy@F@F@!om&i@ j$>@!y@"@"?g +5F8olSe@ۈ:AG+)=@ƾףF@!@F@ ^~@ ӏ@ +<@ C%1u@!d?`!i@,?։_^jXFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@(?WcyFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @ wEK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@(?mY!FQ9I@wt)'*DA"͛@Z&3F@'b@F@ܭ@(ε.A@E@D%@S#U@5?dMF@_?Bi^?f@&?8L#eFL@ǒ˫A*0@}bFF@& $ p@F@dD_@Y@qw@?@ P|@?ԛ?(Fj8@.qAQ=@;F@ڱ@F@ 1ru@"T%ka!@!@"UL@"mil@4?H@9\Fe>x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ@fffffg9ˎF%5;@{HA0t@sgF@>5ŵ@F@"'9zo@#ն#@#y;B@$,@$sZ$V@333333?E[nq@xVAd@N!JluF@333333@F@& vz-@&37>@&ʓt^@'+LU@'Ao@'?lM2FPV>s@cBd5A3@fmP-F@1Ӯh]@F@V*G@u@_@G@HT@5F-FPoB*v@-ៅBz=@Zi{F@ n@F@`m@ .2@ +\7)C@ d@B1ɳO@,Ϳx4dFa3(@gƒ@AVhIa@ЌmF@,E#N@F@`Hn@/2@$[bu@#ʩ)@E@3F\F@CtB'դ@}6bT@qL@F@ łn@hj@pr/@dw™@_ + W@)333333?wdFU@OQ!@ N9AHжQM@>E$F@)(f:@F@d@%zM)@vy@E+@ß`@ ?uXF0N0*@LAvbj*@zF@Ŋ,@F@+<;@!Kӓ@ @!$.]@!}ke@F@N@vV@|t@6#@!!@ ~HƢ\EK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@1?hFqd@ۭDSA̧N@^T@4@F@kd@d)@Kw'@4 @@!@.8VFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@1ƃFq_#v@VA,j@xf>F@06;%p@F@H@@5@)@"Ext@,@%o@!uDF7@CYQcAސ@u+F@!5ڭ` @F@ή@ 3[ @ B4@ SZ{@!y: Z@3?ɻ'F^ң^@R .B,>:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@?ƦQ%XF+ٌ@*hA׊*@H%F@6dw@F@ "?@"k@"J\ i@"@#OY% +@ V@EK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@?ТIJ2-EY@Ѭ~qZAm@)˪|F@rI@F@"@$ⱞ@$BSl2w@$:<@%y}~@333334?$NEF3t @әj1eAԉ姁P@DfF@333333@F@!띀@#´Aq@#a3`q@#/d@$GSe@?Ʀ,F$G0?@$Nr1A1o@dF@@F@L4@!['@!;@"'Ų@"aV@)333333̽{xFT _;@ G\+Am@N1WF@))m@F@@I6Us@ R@ ƍ@Є(@333334? CF"Uvȓj@ AمJ̱^m@F@3-+5r@F@]V@" *@! Vև@"Ls;@"???dSEܪņ@ (wAx=1@JRr<F?@F@(][@(b(}lÝ@(T%6@(khL@(ʃk@,pF`e9ǣ@kۃAe!@ +lF@+eoiDg@F@`6@~?}^@a/No@'@e@,?'6YqfFa//C@ਝT|A f@u{uF@,v @F@ `@a>@495s@؈'.o@P6N@.?r@Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@Dxq/F'@`UA݌/Ƚ@OD T@8Ck@F@2U?@F=?5@]@uJͣ@Iޭ@'fffffgFOcN@-jWAa\w@qs"F@'`y+@F@3]@;Ψ@P@g0"%@N]x@0zC4$Fm􈘹@j A:'/@p F@/7~@F@iT<@ȇI]@0Y+@6p@:K@IцFph[@=C,AyĦ@ 7F@&@$=@F@e+ +@>jt4@8!Ӱ&@@@ ;@(ə'@ 1wς@7|X@ MئNn@ {@,?w>FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@'*ԐFL8>i@ާKyA¼5@&$'-T@'+@y@F@pX݂@=Q@z@@ݞ@ Iؤ@2[#aFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@4?' _DF+-H@/LB`~"Y'C)F@2Q@F@ Oc@ +1@>@ \?>Fm􈘹@j A:'/@p F@/7~@F@iT<@ȇI]@0Y+@6p@:K@(CCFQ5 +@x2J A'+@[&KpF@'mqbc@F@P!iv@С =^@#~8@F%@U i@&6>F;os@,N[FAYCc@ zSF@!}@F@!"dI@#̖^@".1O@#HY4@#Sf +@?4{F#_P@ՓqևA(@u랷F@F@F@ dxE0@"#c/ @"I%Q'@# T̂h@#>L@?Q|/`E V@͑/ AН@@(Q2F@@F@$ +K@%|R@%m@&L@&I +@?i9F[@Y${Ar׍@7F@y1D@F@ DH@"d'@"RbK@"7ȣ4p@#Vl&3@ B xF2tR@pT_AGC@CvN`F@ѢY@F@-N@ ƚt(@ L@ Oz@!iِE@333333ߏFh$$@ m;[Ae@y~suJF@+pD@F@0i@!I[;@ rٷE@!mǬ@!ٞ]X"@",xsFXT@$;bFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@,SVFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@'fffffg5(0FOcN@-jWAa\w@qs"F@'`y+@F@3]@;Ψ@P@g0"%@N]x@,?h?FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@40( шFD@t<AI@ }xT@!(2vtc@F@b>Q@ }@@)@sP@nom @ +=p 'E} @`uAANea@E]+GF@ +=p +@F@$@&!)@%O@&;{@&z,@h@?pGˠF,p)S @kCA &w@x+F@̧s>@F@c^m=@!{iLf@ $@@!|f@"$HCh@(75:]FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @2?o9TFw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@&pcYTFK:q@, +t%AnS@F@%np&@F@$[U@ #@@B@F@eY@ n@ S+)@ յQk@!Sٍ'@.? mLFdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@3cFZ@쐶B U@P5T@@K@F@ k@ uL@m@uc:@q`4j)@ ўOF2tR@pT_AGC@CvN`F@ѢY@F@-N@ ƚt(@ L@ Oz@!iِE@1ᛵlLFssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @ +ffffff퉣(E:{!n@ϔp%AqP_@9S;`F@ +ffffff@F@$w9@%z@%2@%$@%g=ʙ=@,3sF8(@ڏ%0NAX@זx +F@?)@F@+rľ@ wTP\@&@ y# @!%c?333334?MJXE_p@SwAaR@Ati.F?333333@F@(ɓ@(.ͽ@(@(9bG@(ʮ @,?遠yFa//C@ਝT|A f@u{uF@,v @F@ `@a>@495s@؈'.o@P6N@"333333F9nj|@@۲9qA-qy@FF@"2>B@F@eY@ n@ S+)@ յQk@!Sٍ'@1 _ +Fo0G8@ۣݑs5AKh1@ nXNaF@/ŗNf@F@Dn;@h@}I@ka@f@ `&E<@{oAL@QRuzF@@F@'H#q@'DutQ@'$N*8@' +@( E@*ə'@ 1wς@7|X@ MئNn@ {@4?`8Fe>x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ@333333?j("c|FOvЩ@ӝ]ZAԍZxQ@b@fzF@333333@F@!]o@#y:@#_ m\O@#蛫F@$Fg'"@Ϳ$A;E3@z}bo3AԿ"@Qh?F@4&@F@&8\3@'}@'vm_5@'!@'^x@(t+T[FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @?@]E&ʪ9@Kʶ As@%9}yF@@F@"+4n @$Q@#P띀@$vnQK@$p#1O@)333333?ׂqU0FU@OQ!@ N9AHжQM@>E$F@)(f:@F@d@%zM)@vy@E+@ß`@333334?-NF3t @әj1eAԉ姁P@DfF@333333@F@!띀@#´Aq@#a3`q@#/d@$GSe@0תYΌFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@?{PEo@-,_rAŠ@@F@@F@${"[@%.n@%*@&E/@&I?U?@E.@N}yR@)[C4~@) M@)Q:@)Dv@1)@Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @0$Fm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@333334?RKF"Uvȓj@ AمJ̱^m@F@3-+5r@F@]V@" *@! Vև@"Ls;@"?@7? 7TF΃@:J7Bg>t,ؼT F@31o@F@mk]@=k@7)E@-Y8AYj@OF?ffffff@F@'dRԖ@(-Ʈ@(Al2`@)܈*D1F@3+@F@"Nݺ@$Yn@$B@$EG@%ŰU}@?![dNF@45g Aוmی@UQvv@F@@F@ P@"~SW@"FɎ׸M@"[;@#Lx@# *F=ww@"}AJ}F@WOIT@#^@F@➼1@ \wF @SsU@ na>@!QE@#?30F=JB1@M1/Ak'^@vXFF@"),@F@;@ c]e@ m@ L@!e)y@?#QF,p)S @kCA &w@x+F@̧s>@F@c^m=@!{iLf@ $@@!|f@"$HCh@&?i=A1FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@ 5ʍF2@p |At65˹@BF {F@cA @F@8>d@ xX@ K87@ ,R@!hT c?FQ_Er @: +kA ̦=@3˽F?@F@)9|@(?^@) {r@({Nu"@(ec@!VM/ F5~@-fDA;&^$@;;F@ <@F@fկh@ }Q @ r/J@ IA耻@!$5p;@0S`Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@?1,X F@45g Aוmی@UQvv@F@@F@ P@"~SW@"FɎ׸M@"[;@#Lx@5)|AkF(!@岱@"Ar@ a[T@do@F@, @o@A<M@k n@?V@#F=JB1@M1/Ak'^@vXFF@"),@F@;@ c]e@ m@ L@!e)y@&?MFK:q@, +t%AnS@F@%np&@F@$[U@ #@@'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@,#]vFaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@&%FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@1? +c(Fqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@zkX`E&ʪ9@Kʶ As@%9}yF@@F@"+4n @$Q@#P띀@$vnQK@$p#1O@'fffffg?£٠FOcN@-jWAa\w@qs"F@'`y+@F@3]@;Ψ@P@g0"%@N]x@fffffgoUٰVF$ r@=[?AfZ`@w]F@mo~=@F@"(M@#{@#YT@$_@$vHN +@1?ǎ$@Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @,?MMI8FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@3?uF^ң^@R .B,>:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A?fffffgĚDE`@pAP֌@Y;F?ffffff@F@*#`@)z@*M@)?@)ᴋ@FXT@fffffg?*FߴE.@`,h›A֗MOq@ $X F@ff#J@F@! rKC@# t4`@"q @#4I@#P8\@̿KH F,p)S @kCA &w@x+F@̧s>@F@c^m=@!{iLf@ $@@!|f@"$HCh@333334-P F3t @әj1eAԉ姁P@DfF@333333@F@!띀@#´Aq@#a3`q@#/d@$GSe@3#Mz-FfȻ@lCkA하[v+@݃׊UF@!#do@F@PF"@67@\]@q 72@}@@*?7FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@1? R!d9@Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @&ffffff?QFKCN'@ޙ6eA%{*@~ SF@&b,R@F@ S@̎x@ru@1\ J%@ _+@?ڲfg8F 0\@ ͪz?A F4P@vщuF@@F@!BH@#%=@#/@#E1l@$1M6@$?OehFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@1$S3Fqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@*}X#nFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@8ZEřa@fg.\jA$=F +@QC;F@@F@&*V5@'fɽr&@'>d)+@'y;@'ޮV@.?Ue(Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@ͿLE;`@$mA fv@%7EjF@&|l@F@"e/@$\o@$u&@$K1@$ַj@,?K!l$FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@(?ק@FQ9I@wt)'*DA"͛@Z&3F@'b@F@ܭ@(ε.A@E@D%@S#U@ ?m2aF0N0*@LAvbj*@zF@Ŋ,@F@+<;@!Kӓ@ @!$.]@!F=AW@wYvAP5)G@*T@#i#V@F@1غJ@ [@F'@ &h@!+HR@3ߐDF c@(_BlDw@F@ {<ϖ@F@-Gqd@3 ++ 4@ 򸽆@ܧS@tŞK?fffffg?ŨtE@-Y8AYj@OF?ffffff@F@'dRԖ@(-Ʈ@( @تJR#@_U@cX1- @&?>Y`FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@*U @FY߂ @+BApXe@Ҩ#mT@,| ٔ@F@L@SW@+$@:&@ +@333334?=uPF"Guu@׶2|Aub@ F@3-@F@9@"!3ETh@!@"Pq-'@"k9@2?lDFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@ ?@F3&Zk@ټnkXAIλz U@] F@"g@@F@4U}S@ w$@ kk=sf@!p:s@!fA?333334O@E3KKS@Nu4XA`^@AwF?333333@F@(Ol(/@(Vucg@(RlX@(_x~L@(gh?Ϳ{WEܪņ@ (wAx=1@JRr<F?@F@(][@(b(}lÝ@(T%6@(khL@(ʃk@3? +fFS"@khB(iBP?,=nF@2 <@F@y@%S@<fA@IX#[X@՚H@&ȢI&@FL;]@ +&A,@hR F@%`sW@F@֜׳@V@ %-@,u +@)Xh@D4vqFUpm@!I@lA&R@#?F@'*fB@F@#eƅ@@*@T9K`\@S8Vl@ ?RxEui8@=&BBA%qyd@;~F@ @F@$?*@%a@%Xe@%{@&GT@?*F#F@d˕A.=@E,F@@F@"Fx@$ +kB@#{2@$2@$J‹"H@ DzEK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@&?4FFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@0333333?HÆ+c4Fk;!P#@WȍA>;@W/,tF@0jUp@F@ط@bYP@6RW +@S6@$~)@+3333343F\ I[@hLYAK,'@KmF@+"R@F@HN" @" +_@d>R@z@\̦q@?۲F;os@,N[FAYCc@ zSF@!}@F@!"dI@#̖^@".1O@#HY4@#Sf +?333334?<`EtjtH@RA$l@&ΐKF?333333@F@+p"@+A}@+?+"U@*y.@*J&s0@+333334?(ы`F\ I[@hLYAK,'@KmF@+"R@F@HN" @" +_@d>R@z@\̦q@4?=F @D`jrB_E9f zF@+*0@F@a^s@Tb8.o@RuA@B?:@1+/FPmuE@۴dѸAΏ@jHhF@%=|o'=@F@78j!A@!0@9to@GI8@^@x]F$!7:@Au@mF@"@F@*H@!V C@!<9/@".WW6@"`y/@5?sFQf@iB`] ]4ݱF@!Q.ƽ@F@Ug}y#@k!@ Bg?OE? @?g0F$!7:@Au@mF@"@F@*H@!V C@!<9/@".WW6@"`y/?zG|ukkEuϠ@g AƘj=@ԛŝF?zG{@F@*Wm@*E$@+8&@*br7@@*Z߿@"?WˁF8jيxF@ې! +Aœ@ͰF@!Y3@F@7@ v @ %8K@ 1Π@!^5e#@+?vF[Do%@T!gvAiq,@{rZF@*f@F@ȡ@!Ői@n%@})j@0Y9@&?'qΐXFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@?@F&Ay0X@tuiAjCld'@/rF@z@F@@pc@!co@!ab[S@" :2@"}( @?wV]EJ=@ѫ>qAhULG@*QɉĺF@@F@"Bi@$o7@$CUY@$fW@%ƷCh@)333333?;XFT _;@ G\+Am@N1WF@))m@F@@I6Us@ R@ ƍ@Є(?333334?eXEhDL1G8$@nZlAd5 @I./F?333333@F@/8X@..i@0 @.* q @-E;׾-@$;DFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@ ?}pEui8@=&BBA%qyd@;~F@ @F@$?*@%a@%Xe@%{@&GT@fffffg?{ϳlFߴE.@`,h›A֗MOq@ $X F@ff#J@F@! rKC@# t4`@"q @#4I@#P8\@?$NzEo@-,_rAŠ@@F@@F@${"[@%.n@%*@&E/@&I?zG|&7Ef^q~@A "u@%F?zG{@F@6G! ^@40>@5~@3b@2Ul*T@5!^wmF+BE@ө9-Bb@sSmb4F@ iJA @F@SFA@ @ w1ð@ =@ )ʢ@(?',0FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @"333333ȼC5h F9nj|@@۲9qA-qy@FF@"2>B@F@eY@ n@ S+)@ յQk@!Sٍ'@5Me4F&G@җFAt@ h'ZT@A$5@F@ 6MpW@ @,@cn}@msW@?el F+Z5(K@?v1AxܜS@ޭyF@}wl@F@`@!C?ϕ@!P@!{@"6D??̒E_p@SwAaR@Ati.F?333333@F@(ɓ@(.ͽ@(@(9bG@(ʮ @,?:CFaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@1`ҽFq_#v@VA,j@xf>F@06;%p@F@H@@5@)@"Ext@,@%o@0?rFm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@?Z9c Fp@*>AԒ=@O F@Iɟ@F@"Rpm@$ +"Wg@#-@$).g@$uU@?\Fj8@.qAQ=@;F@ڱ@F@ 1ru@"T%ka!@!@"UL@"mil@*5Ma;FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@qHFbDEŔ}s@dA$J@Q6[hF@tҳ@F@&kBW@'g @'>e@'y(8q@'Œ @ffffff?x^F ץl@ֿZ2AS~Z@vF@}-@F@ @"#G^@!]@"QzB @"V@.?"&xFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@(ݜ-|FQV[ֵ@ͲA_ʊ@^,৫T@)͊ڹZ@F@"}K@?9N@Z點@0(@=y@0Ϳvh/pFo>b|@F0 ֶA7@(T@1zN@F@&XE@WV@[%@ݤd}@"?9@333334?ĘF"Guu@׶2|Aub@ F@3-@F@9@"!3ETh@!@"Pq-'@"k9@yg6E@@͑/ AН@@(Q2F@@F@$ +K@%|R@%m@&L@&I +@,?S@FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@$?%A1^ FDa@ݔ܅3AY*C@8^hRtF@$ʯx_@F@@X@x5he@ AP@ CW@2?,mySFw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@333333?}p8E9E@k:A$H]@,SF@333333@F@#[j@$1Q@$bNU1_@$uy/@%*}$&@}:_LE<@{oAL@QRuzF@@F@'H#q@'DutQ@'$N*8@' +@( E??^+aTEWI@ヹ-AƩA匏@/GqHF?@F@*qÄ'@*x f&@*=8U@*A'K@)kU?@333333?ΎgPF[턬@+ _A٩X]@.F@qX2@F@ H0,@"X$@!Oba@"b$/a@"B@333333?f- F-/Z@ُ.A@-֠@iLF@3 +Sy@F@F@!om&i@ j$>@!y@"@0ĀFm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@4}=Fa)@M6qA }@ p4H++T@!SP -@F@لZ@lF@W@gv@oO@2?HXlFw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@4?@Fe>x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ@0?PfOFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@"?=p(F8olSe@ۈ:AG+)=@ƾףF@!@F@ ^~@ ӏ@ +<@ C%1u@!d?`!i@333333?͋PE[nq@xVAd@N!JluF@333333@F@& vz-@&37>@&ʓt^@'+LU@'Ao@4?8TF+-H@/LB`~"Y'C)F@2Q@F@ Oc@ +1@>@ \?>ə'@ 1wς@7|X@ MئNn@ {@333334r{P F3t @әj1eAԉ姁P@DfF@333333@F@!띀@#´Aq@#a3`q@#/d@$GSe@%?FGqϝu@_i#nAֽ@F@%?) +@F@)na@EK@(З@`Kxx@ aP@433333?UFF2#f@ADu@ JIT@6 F]d@F@ms@>@{:X'@ +@^@W}LHF+ٌ@*hA׊*@H%F@6dw@F@ "?@"k@"J\ i@"@#OY% +@(?~FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @ ̿XηM/FXT@$ٶe礀FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@0?]FdFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@%?P1VlFF8Ў@ _A᮴1y@'#1F@%VI@F@Gz@cɡ@F9Z@pF@ pm@ԶqJ !F*gP@ lzA=Z@@VF(F@mr@F@'}?@!mm@!$<s@!lЊ@"Fgb}`@?!91E&ʪ9@Kʶ As@%9}yF@@F@"+4n @$Q@#P띀@$vnQK@$p#1O@0?UyFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@-ffffff~!.FbK@GԅUA-{^b~(@rLJT@/l"h @F@$;@XO@zI@O_@^L@?YⷼF,p)S @kCA &w@x+F@̧s>@F@c^m=@!{iLf@ $@@!|f@"$HCh@*,PZ,.FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@6|9'F> @q7B6bO?!O + +5F@"R;yR5@F?C+?>K?%f?8?+o@(? *XFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @!?1F5~@-fDA;&^$@;;F@ <@F@fկh@ }Q @ r/J@ IA耻@!$5p;@ ̿TژF2@چ YADߓ@B9F@ ̞#l@F@sv@!`u@ +n8@!Il@!L7K\@?|#F#_P@ՓqևA(@u랷F@F@F@ dxE0@"#c/ @"I%Q'@# T̂h@#>L@,A2F_@ FAlb@UT@.˒:*@F@/fU@l(aR@Ve$@@+|Y@)333333`*M:FU@OQ!@ N9AHжQM@>E$F@)(f:@F@d@%zM)@vy@E+@ß`?fffffg?oH E`@pAP֌@Y;F?ffffff@F@*#`@)z@*M@)?@)ᴋ@ffffff?v3DE @F_w.AT[7@K5WF@ffffff@F@%R)z @&;}QZ%@&{@&ǿrB@F@eY@ n@ S+)@ յQk@!Sٍ'@*4lFUgb]@ A⑞@2Q~F@'"&r@F@&.;@99C@Ѥ[3@i+ƣ@g@.$#c;Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@ffffff?)}7@Fg:@_5A֖Q@ + 4uF@ff#J@F@! X$@# P0@"Է@#42~[@#@@!&/ F5~@-fDA;&^$@;;F@ <@F@fկh@ }Q @ r/J@ IA耻@!$5p;@4?]DFe>x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ@ffffff?Ϋ*!E @F_w.AT[7@K5WF@ffffff@F@%R)z @&;}QZ%@&{@&ǿr@&ʓt^@'+LU@'Ao@,۷uV\FaE8W@ݪ*&>A@b[@ ojF@+{@F@0-ě@T3ۛ@5q@W*]@̀u@&?fX0FK:q@, +t%AnS@F@%np&@F@$[U@ #@@'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@6?)pFfEz9@̗B4Rn?-hR;(F@"#"@F? _3??^>U?!?@1?K7L=xFssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @>R cFWYC*@ܳZA@d@o'^F@!2m@F@F|4Sr@Sp@4\@+[)@-H@4GYDFO!@J3X5P$AZt@ .SqT@!M#Nw@F@n +hk@@@8ߪ@ `@oH@#333333?X%pF?+^l@w0ДAK21@nFJF@#28Td@F@UZ=̞@ Nާx$ @HD@ W܍q@!q@?A2,F,@TMJϤAj|#@peF@y1D@F@ Q"@"\H@"UU%@R@"@#Y +`??趕ɴEM7b@: +kA ̦=@3˽F?@F@)9|@(?^@) {r@({Nu"@(ec@0?ce;4Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X?fEr @: +kA ̦=@3˽F?@F@)9|@(?^@) {r@({Nu"@(ec@(?@jŔFQW@CnLyAꈱד}@7!F@3DWx@F@c@\@])Ab@&gS%@_@fffffgR:F%5;@N4AG؄@VꗽF@lC@F@"#uB@#Z Q@#l@$@$mH(^@,NFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@333334&af5F"Uvȓj@ AمJ̱^m@F@3-+5r@F@]V@" *@! Vև@"Ls;@"?@3'&FWe~@u?Aْh)6@p_T@UIHU@F@3.ւ@؛A@7&ѫ@ +_J@ X&@333334?:]E/@ݎ"_Ac^]z@NE?F@333333@F@&  8@&8@&Յ@'Bi @'AQm@,?~`FaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@.pN`@Fdeo @y,AZ=1@1Z6F@-^J82@F@xQ@~I@wc@#[m@-l<@&?GFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@ )nF/Ȗo7@AFHde@RDF@π3r@F@ ؄d@!V^`/C@ D@!ԣ@"x@333333BF~_-@A+5D@U"8F@333333@F@"7熜@$@#W&@$'qY@$0)6@?QF:] +F@45g Aוmی@UQvv@F@@F@ P@"~SW@"FɎ׸M@"[;@#Lx@'̿ˀFPV>s@cBd5A3@fmP-x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ@,ͿhI7Fa3(@gƒ@AVhIa@ЌmF@,E#N@F@`Hn@/2@$[bu@#ʩ)@E@TjdnF#,m-B@3k,VA0@F@l@F@X@@" A@!f1@"=,#q>@" S,@$ͿjQ@FDa@ݔ܅3AY*C@8^hRtF@$ʯx_@F@@X@x5he@ AP@ CW@1̨\4*FXT@7?BN<|F΃@:J7Bg>t,ؼT F@31o@F@mk]@=k@@495s@؈'.o@P6N@?لWߠEřa@fg.\jA$=F +@QC;F@@F@&*V5@'fɽr&@'>d)+@'y;@'ޮV@%bM"FXT@333333LF-/Z@ُ.A@-֠@iLF@3 +Sy@F@F@!om&i@ j$>@!y@"@,?ωvF_.qW@43,OA%F|j@ŴdF@-BB@F@=`. @ɶB_?Bi^?f@$?7:$F8FDa@ݔ܅3AY*C@8^hRtF@$ʯx_@F@@X@x5he@ AP@ CW@ ? +BRENtPc@П%ŸAMD0@2LF@ @F@#`Ѝ@%@$4@%4'@%+@0IkmѻFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@1?4꾭,Fqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@6f4+Fͺ`@Ը3: +Bw@KF@!x@F@R@ +ҕyѻ@ +f!@ zy@ Cԥ=?333334? U׈XEm)@Nu4XA`^@AwF?333333@F@(Ol(/@(Vucg@(RlX@(_x~L@(gh@6hCдFM{r@)wkB,P7 ?C1F@"łV@F?N+<Nj@&L  @{*@c@ gF@1Ӯh]@F@V*G@u@_@G@HT@$QKTFFA=z@ܘHuAGZ@lT@%[T@F@ٳ@ q@Q@ ?`Y${@ kI@1s|0Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @2wX*Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@0H|s)FaM_@$+ZnA#@ո:+F@(gwZ@F@s@0$@v+@A2Y`@>6@0Os}/LFm􈘹@j A:'/@p F@/7~@F@iT<@ȇI]@0Y+@6p@:K@fffffgu{gE۱@({pjlA{ѫO@.+_F@i-]@F@#>O@$ԎS7!@$ $@$#6;@%Fgk@?qS$ȭ8F,@TMJϤAj|#@peF@y1D@F@ Q"@"\H@"UU%@R@"@#Y +`@ffffffJFĴF @LKVBxA>@w83F@\[J@F@ 1@"Bpt[L@!λos@@"q^;`@"ߠP@1;VmFqr@Ei3hA&6F@QT@2EDR?h@F@+e<@E)@E%@m,Ay@y4@Լf@Fae@vA؎]@Q|cF@}@F@ G$gQ@"go@!;@"`U@#g@6ЕF&֥@卹y_,A@ fAT@UL_@F@fj_@@tc,@?zߤ@ǩ@@?ɑ~/|F@45g Aוmی@UQvv@F@@F@ P@"~SW@"FɎ׸M@"[;@#Lx@?colFX@ҭL6AӁL{@!-UF@@F@"g}e"@$']Pȵ@#p!@$Lb@$ʣ@2+/Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@3? \F&Il@Ȉj$1)B)dGQ?NTF@2(@F@T58f@ +f#@@3[@IG@#?`FA+Ū@[P7Aq!#ϧ@\Jk+F@#`(^@F@8Vu@ rjb@PyN@ Rp"u@ Ԝ11 @UAEřa@fg.\jA$=F +@QC;F@@F@&*V5@'fɽr&@'>d)+@'y;@'ޮV?fffffg? E`@pAP֌@Y;F?ffffff@F@*#`@)z@*M@)?@)ᴋ@,? ODFaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@5?E2 Fd١c@4B<YW?? +F@!F($J@F?"?ѝߡ?GS?9?P,?333334?7wԨEhDL1G8$@nZlAd5 @I./F?333333@F@/8X@..i@0 @.* q @-E;׾-@$؊:FAG Z@)eEATS-@PzT@$icHj@F@&w?@ Yb2@ D}b@ HdE@ 78@ 333334?YzUE#$@V:DAкןt@7#k>F@ 333333@F@# A"@%Wuy@% ٴ;@%veE@% H@&?׎FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@fffffg?߫F+@5:Aq"L@6whF@fJ3@F@7,k$@!K@!"K @!3rDž@"8ґC@ ?*kHF/Ȗo7@AFHde@RDF@π3r@F@ ؄d@!V^`/C@ D@!ԣ@"x@?,UXE<@{oAL@QRuzF@@F@'H#q@'DutQ@'$N*8@' +@( E@"?Muc9F7csZC@wgfyAާ{@b[$F@!m@F@@ ̉3|@ 7eSI@ @/@!oR7@.?cL^xFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@+?8LRF[Do%@T!gvAiq,@{rZF@*f@F@ȡ@!Ői@n%@})j@0Y9@1LdVFq_#v@VA,j@xf>F@06;%p@F@H@@5@)@"Ext@,@%o@4 3FI)";&@"gMAݖLD@iѰF@$Kc +Sz@F@1˥#@"@`!_@rK @jHK@6>sV_F@蚯l AN/<ϑ@:ݼZ7 +T@SMj@F@í;@s@^w@c&@}K7&Y@?#A|zF*C0@ ,{TA>? @7/$F@Ռ@F@d<@!4QE@!$}t@!3x@"F0?fffffgգRPCFXT@333333FP} L@ӝΐAԎ"Y{@W1F@333333@F@!t3@# %@#_F@#%i=@$FQ,OB@0F)EFXT@ffffff?m|Fg:@_5A֖Q@ + 4uF@ff#J@F@! X$@# P0@"Է@#42~[@#@@?:zbE@q@ѮC Akâ@):hF@@F@"ߕ@$35@$BiH/1@$"}`@%{@5ƨYFPJ@# wGB?z@ga T@<`@F@ +Z[@@|u#FJA@IF@'[|@0?S̼ B@Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@&?[4FK:q@, +t%AnS@F@%np&@F@$[U@ #@@? @7/$F@Ռ@F@d<@!4QE@!$}t@!3x@"F0@0lrBFm􈘹@j A:'/@p F@/7~@F@iT<@ȇI]@0Y+@6p@:K@"fffffg\rB%F9\@[vA tl@ā-PF@#Zm@F@Ioi@ ,P@ ?!&@ ?a'@!?;ʕx@'?e-XFL9_@݊- +AcƼ@3 T@* 4@F@A@@P',o@6f'@Cd@ɠi@?qexF;os@,N[FAYCc@ zSF@!}@F@!"dI@#̖^@".1O@#HY4@#Sf +@9m `Fg S@b&A`I/@ PuF@$a Ec@F@3}_@;5 @X@A0 @h@333334:E/@ݎ"_Ac^]z@NE?F@333333@F@&  8@&8@&Յ@'Bi @'AQm@ d-EK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@ ?UT*F/Ȗo7@AFHde@RDF@π3r@F@ ؄d@!V^`/C@ D@!ԣ@"x??3͈<EWI@ヹ-AƩA匏@/GqHF?@F@*qÄ'@*x f&@*=8U@*A'K@)kU?@#?߽F@9.b@iYABҶ@YR\F@#`4@F@f㒛@ /a>'@K(d @ gKչ(@ 3r-@ffffffA'+FZn@^tA֔}vC@ +LU@F@ff#J@F@! +qÿ@# O<@"N]Q@#5(@# _@3ͿZ.XFXT@3ͿYHj\ +FXT@.fffffg?2Ѱ Fe\mD@:YAxP@$F@.GM3H,@F@ +;c@u2@H>S@iWP9@v!@*?ipӍFYj@SRKApLŗ@' 0F@*Q@F@*%ѷ@KG*@WeB@d ~@ + +Ý?񙙙?Q"TE9Bt@i!}A좡|@XM F?񙙙@F@,wIrYn+@,!1Q!/1@,6b@+Lr:@+$!m @ ͿsGF3]/@ژRAw٥@1F@ ̖g@F@\(N1@! +J@ 6i9@!>Ƞ?@!5,?@2ݻtLFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@.㭆TFdeo @y,AZ=1@1Z6F@-^J82@F@xQ@~I@wc@#[m@-l<@.?љFFdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@4?Rc_F @H[sB j-@@%KF@"e+a@F@fTh@%DP@{Vǩ@@?\(\@9mFXT@1ȯCFq wq@߶mkA‘ @T@4ӄv@F@cNvQ@\f @@y@)UG@6<4[?3333342%;E_p@SwAaR@Ati.F?333333@F@(ɓ@(.ͽ@(@(9bG@(ʮ ?333334?v}EhDL1G8$@nZlAd5 @I./F?333333@F@/8X@..i@0 @.* q @-E;׾-@ 5F;os@,N[FAYCc@ zSF@!}@F@!"dI@#̖^@".1O@#HY4@#Sf +@?vAF 0\@ ͪz?A F4P@vщuF@@F@!BH@#%=@#/@#E1l@$1M6?CPE.@N}yR@)[C4~@) M@)Q:@)Dv@͞F$!7:@Au@mF@"@F@*H@!V C@!<9/@".WW6@"`y/@?51TF+Z5(K@?v1AxܜS@ޭyF@}wl@F@`@!C?ϕ@!P@!{@"6D@$6LFA٤@҈a׷AAG!3@)RT@$zFsB@F@#wbUs@ _6@ ̬@ F@ oJ@3%7^Fyז@e%"MAV9@ylkT@A@F@Y@u.{@Þ]ȷ@b3 @|2v@!?͔ 6nF6I8yF@;#bA>0@@A5F@#Q蚉@F@~O@ >(K@ +ՅJ@ -E@!X|@*_FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@1;%@Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @333333?XfFP} L@ӝΐAԎ"Y{@W1F@333333@F@!t3@# %@#_F@#%i=@$FQ,OB@, FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@.?FeH0)@&"A0l@17OBT@2e@F@ԅ4@*Jny.@@l7Z|@t@3JP`FLH@6BV[w@G.N%F@|@F@ B@؃)@:_@dzǥ @)Ƞ?@!5,?@.-<FdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@4?}m JFeXk0_@CJ1,B$~@QA[F@"޺6;@F@';lo@%7@cuGK@h4;CC@6t5@.GloFdeo @y,AZ=1@1Z6F@-^J82@F@xQ@~I@wc@#[m@-l<@4FwsE@JaAF<@J}:/T@c @F@;'6@!M)@ a2@!WA9@"Ԫ@ yBF/Ȗo7@AFHde@RDF@π3r@F@ ؄d@!V^`/C@ D@!ԣ@"x@?ޥ)F `P@Ԃ_[{AՓ%K7&@MIF@@F@!ua3@#bv @"W@## [@#!@&?,a)FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@?CFECe@/nrAz@%~jF@@F@"s׫@$^ez@$;+@$-@$%`@+3šF[Do%@T!gvAiq,@{rZF@*f@F@ȡ@!Ői@n%@})j@0Y9@&ffffffΥpFK:ˉR@ޙ6eA,\ +o@F@&bY5@F@y`@W)#@j3 M@2,@ &@,Ϳ鱒M6Fa//C@ਝT|A f@u{uF@,v @F@ `@a>@495s@؈'.o@P6N@8lw~FK@;);Aofa@X T@ha@F@Mͬ@!n`Zի@ GK?@!E@">]+@3?F^ң^@R .B,>:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@,yLL.FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@, πF_Ƀh@!=*j΅A_~@nmxF@.H6e@F@6 M@@_\w@x @0D%@ Ϳo9`F3]/@ژRAw٥@1F@ ̖g@F@\(N1@! +J@ 6i9@!>Ƞ?@!5,?@(?շG(FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @ 333334-p@EG'@&W7rAйv=@7lF@1Ӯh]@F@V*G@u@_@G@HT@ 333334?Wh.E#$@V:DAкןt@7#k>F@ 333333@F@# A"@%Wuy@% ٴ;@%veE@% H@0?sDPFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@2?y.wG8Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@(?WK FQ9I@wt)'*DA"͛@Z&3F@'b@F@ܭ@(ε.A@E@D%@S#U@ +ffffffb=E=CX@ϔAH/Ap5i@9XyDF@ +ffffff@F@$@%zuyO@%2B@%`@%r+3G@0?E|FhJ*%@LhCA9@՘ T@3C@F@O6@@Gm@ n@/@)333333?ؘ4DFT\~@ރ AfC@?FWT@-@F@LE@^@Ɨ@[lA֌@f@. DFdeo @y,AZ=1@1Z6F@-^J82@F@xQ@~I@wc@#[m@-l<@(?ŬFQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@$׺SVFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@ ?҈2EHA# @О: sAL%hl@2 mF@ @F@#D y@%0+D@$uB&@%5CEs@%d8 @+?ܣF[U+ @ߊt1A[RI@) ٦T@0e@F@v& @\Q]@O5@c1";|a@qo@3?ܲ΍F^ң^@R .B,>:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@??(qF1;@8A؎,`N@G٣F@}@F@ GH@"g +Վ@!o @"5@#q@'?ye,hFL:ԁ@݁.h%ApKc@ÓST@*Y@F@?Ja@Ml$5@4g@mkw@`L@AIR^:Fe3@+{aA @ "SF@"wth@F@ i@ԬVg'@@>X{@;@.@,ͿɋFa//C@ਝT|A f@u{uF@,v @F@ `@a>@495s@؈'.o@P6N@.fffffg? NdFe\mD@:YAxP@$F@.GM3H,@F@ +;c@u2@H>S@iWP9@v!@5QHFda@U*?AC#e@ +Eh=T@*ީ@F@ 9S6o@g7@50R@m@f@2 k@Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@1ⵁ[VFq_#v@VA,j@xf>F@06;%p@F@H@@5@)@"Ext@,@%o@ͿVlECe@/nrAz@%~jF@@F@"s׫@$^ez@$;+@$-@$%`@,7떍:6FaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@ ?<ENtPc@П%ŸAMD0@2LF@ @F@#`Ѝ@%@$4@%4'@%+@.̰L>Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@?wF@06;%p@F@H@@5@)@"Ext@,@%o@$?$FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@,?=\Fa//C@ਝT|A f@u{uF@,v @F@ `@a>@495s@؈'.o@P6N@̿9VlF,@TMJϤAj|#@peF@y1D@F@ Q"@"\H@"UU%@R@"@#Y +`@,lFaE8W@ݪ*&>A@b[@ ڿ*F@+ ܇T@F@0-Y@T2m@5<@W@̀q`@2?^H(Fw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@3ڤF&Il@Ȉj$1)B)dGQ?NTF@2(@F@T58f@ +f#@@3[@IG@)333333+! +FT _;@ G\+Am@N1WF@))m@F@@I6Us@ R@ ƍ@Є(@)ӠF+ٌ@*hA׊*@H%F@6dw@F@ "?@"k@"J\ i@"@#OY% +@ ,z.Eu)fH@_A%qyd@;~F@ @F@$? ]@%@%Y"Y@%j6@&Ko@(#H FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @#? ZF=JB1@M1/Ak'^@vXFF@"),@F@;@ c]e@ m@ L@!e)y@ͿE;`@A2N@$0gjF@'rG@F@"7@$Vۖs=@#|@$zgH@$Ї5<@!GF 0\@ ͪz?A F4P@vщuF@@F@!BH@#%=@#/@#E1l@$1M6@0:gPFWjJ@+Ac{P@~pF@!YMa@F@GL@1@$NŲ@}@K5^@1:CVvFXT@XipF;|@A؋ @{'F@=@F@ HR5@"g~ @!@"Y҇@#WI@333334?h(E/@ݎ"_Ac^]z@NE?F@333333@F@&  8@&8@&Յ@'Bi @'AQm@1կ/6hZFq_#v@VA,j@xf>F@06;%p@F@H@@5@)@"Ext@,@%o@333333̟F\m+ @s JZAܫ @yO&)F@xf:@F@ T jk@"ief@!*@"%IR@#@0#J +Fm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@,"ٶF@[y@M MA^jT@c&F@4Կ@F@ }@ru@pIYF!@ׄ1&@ c)x"@06QuFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@[KFO}뜇@(Av@',1F@V}@F@!?#pC@#5E\z@"@#_w^(@#Kj@0?>8Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@(?⊖­/,FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @333333?4FP} L@ӝΐAԎ"Y{@W1F@333333@F@!t3@# %@#_F@#%i=@$FQ,OB@.? Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@*c@FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@ffffffw F =)4@MAV@hp;*F@fN+@F@ G@"BdOK@!Ϊ|@"qT +(S@"ߚא@%T߀FEڛ@ܣ3A74C&@ +tT@'S&@F@]Θ@S X@@EQ@&Npo@ bͷI@7 HFm,@3f۞AF'R@kĒ9T@3 A!@F@\|mj@oUi@;K7@9@״@2?")Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@1?ztB@Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @"333333?̆0F9nj|@@۲9qA-qy@FF@"2>B@F@eY@ n@ S+)@ յQk@!Sٍ'@6?]F%Я@:.ABf=$#r'/F@3TVWj@F@0f78@X@39@D*u? R؝i?lєt@&?(pFK:q@, +t%AnS@F@%np&@F@$[U@ #@@ @تJR#@_U@cX1- @?ۯJF+ٌ@*hA׊*@H%F@6dw@F@ "?@"k@"J\ i@"@#OY% +?ۃEyzt2j@~wA.uxRA@}DF?@F@-8mql@-@-WL@,b@+輚)@-ffffff?`4GFb†@ɈRA@dz@ȁ#T@1|Q@F@_o@Lb:@4@@$²@2ĩ@ x`Fp־;@҂HA&`d@ F@>Ȓi@F@"bයU@$<ev@#I{@$C35&Rb@$W@1]_j@Fqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@:wcO@Fp־;@cVA +~Tt@ƦF@1@F@"]E@$st@#*l +a@$:"hK@$>ғ@7%GʚFsT@gc6A/#L@ +8MNPT@ Xh3*@F@ 0CA@5@d@ @@9|E@,?SZ=xFaE8W@ݪ*&>A@b[@ ojF@+{@F@0-ě@T3ۛ@5q@W*]@̀u@fffffgzF%5;@hAO@$F@n8:6@F@"(`v@#r?6@#Y@$|.@$v>J@$?zjFDa@ݔ܅3AY*C@8^hRtF@$ʯx_@F@@X@x5he@ AP@ CW@,?*vFFaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@6-F @5eiQwAYl*G@ 0hqֽT@IV@F@@hf@2n@R6N3@gyH@$?B2FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@&?Ef FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@3c!FEv@Y0A\:@E;F?ٗxW)@F@-؞w@-Y`@.?ܜ#2@,g<@,p@?l.UJF1;@8A؎,`N@G٣F@}@F@ GH@"g +Վ@!o @"5@#q@*?Ŗ`8FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@4?@-R"Fe>x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ@1}%g!Ftv[@"A? d%@ 6F@0]9@F@o4@kU@{@pw@l/@$?ˇoWpFDa@ݔ܅3AY*C@8^hRtF@$ʯx_@F@@X@x5he@ AP@ CW@̿8+NF&Ay0X@tuiAjCld'@/rF@z@F@@pc@!co@!ab[S@" :2@"}( @4P;0F +Sp@*ӣA +@ WT@!WiJ@F@2]T@I)@L@x,A`@HM9@.zFFp @ڜw&Ag-ɲ@1 8F@>?>@F@s&dH@?\-@6.wŨ@0Z@ +@?BIF$G0?@$Nr1A1o@dF@@F@L4@!['@!;@"'Ų@"aV@0Ϳ@6!FXT@!?SQF7@CYQcAސ@u+F@!5ڭ` @F@ή@ 3[ @ B4@ SZ{@!y: Z@2H,%LFwǣc'@d;iA5v%@ ןk7F@1L@F@Q$hH@pOz_Z@Z(iB@kj@Х@6O%(FR* @ܘ&UAXd@߭KF@&-V@F@ItX@HD@?D@S\y7@T䘸U`@$S .FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@ffffff?hdv)F VKPmh@Eo&ANV:@oу`F@ffffff@F@!ϫT@#{Űuo@#0l@# )&PG@$V6Q@333333q̵F-/Z@ُ.A@-֠@iLF@3 +Sy@F@F@!om&i@ j$>@!y@"@83 юFխ@[A%AFbG@*Z9T@:}P@F@ ,@#h@"ߑ2.@#)@@$7)pō@9FOdj 8f@.Ae;$@WinF@! ?>@F@cAP@8@u\ @Vo@`xg@'?䰑(9{FPV>s@cBd5A3@fmP-qAhULG@*QɉĺF@@F@"Bi@$o7@$CUY@$fW@%ƷCh@.{,Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#??^ 0E.@N}yR@)[C4~@) M@)Q:@)Dv@.O bhlFdeo @y,AZ=1@1Z6F@-^J82@F@xQ@~I@wc@#[m@-l<@#333333?ۚD_F?+^l@w0ДAK21@nFJF@#28Td@F@UZ=̞@ Nާx$ @HD@ W܍q@!q@ +ffffff?aE:{!n@ϔp%AqP_@9S;`F@ +ffffff@F@$w9@%z@%2@%$@%g=ʙ=@.fffffg?wmFe\mD@:YAxP@$F@.GM3H,@F@ +;c@u2@H>S@iWP9@v!@2bAdF7\@zA\& @%P$F@$tS@F@o߅o@ t;E@ Y(@ ʊ};@!Dpv@ )z$EK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@#333334?/y5lF>YT5@g"'A[̱4@ >xF@#2\E@F@LmR@ ^ >@uD@ Tz%@!0)?GzH@9mFXT@"?0L'[hF8jيxF@ې! +Aœ@ͰF@!Y3@F@7@ v @ %8K@ 1Π@!^5e#@"?m F:>0@4ۜrA@l@@2uF@!a@F@Z}@ 7@p\@ j$E@ fgEt@ ܡHF0N0*@LAvbj*@zF@Ŋ,@F@+<;@!Kӓ@ @!$.]@!cdJ@}OAa@n F@%8 +@F@ gj @ .@Qߎ@ d@ q@?S)n$F;os@,N[FAYCc@ zSF@!}@F@!"dI@#̖^@".1O@#HY4@#Sf +@0?(Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@, KԌ=FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@0?s4Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@0E6FKٷZb@4ۡAAaW}@iGxQF@$=w1@F@fdF@j+S@gs@ @0 @&?+!ehFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y??ܕWP"Er @: +kA ̦=@3˽F?@F@)9|@(?^@) {r@({Nu"@(ec@fffffgdҮEɄ{P@!yA4l@O>F@n 4Y@F@&R5؝ @'/fb-#@'"@'Ci@'p}}@#?'J8HFA+Ū@[P7Aq!#ϧ@\Jk+F@#`(^@F@8Vu@ rjb@PyN@ Rp"u@ Ԝ11 @ffffffd5F ˽ͯ@f @2Aq-@mYF@fb4~9@F@ s@"?&@!wK[5@"n@"X\ws?333334?A +8E_p@SwAaR@Ati.F?333333@F@(ɓ@(.ͽ@(@(9bG@(ʮ @0/NFm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@1?rFssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @5?b啽F1 +@_DB9|W0_?7ɶF@!,`@F?~ R?Nl?בb?)!ZŬ?a +Nu@mApEo@-,_rAŠ@@F@@F@${"[@%.n@%*@&E/@&I@0?ȱaFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X??c"dNEr @: +kA ̦=@3˽F?@F@)9|@(?^@) {r@({Nu"@(ec@4 +FGɛ@x/IKBTQ@;ӑi F@"4]r@F@ +,X0@x&N@u@h,@[4`2~@$?k,.FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@5?;]4(F\Vx@zB`R!տB iF@!X%[@F@<В^AO@r4@ Ca?ޅ 8?@+333334h7F\ I[@hLYAK,'@KmF@+"R@F@HN" @" +_@d>R@z@\̦q@(eCgFQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@(?fFQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@?ШdHEѥ+C@KG\4 Ao;31@%23F@@F@"flV@$R%@#ؾB +@$v8dq@$͛K@(?gYFQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv?陙?=mDEb,YA2@\AWMc@ccYT5@g"'A[̱4@ >xF@#2\E@F@LmR@ ^ >@uD@ Tz%@!0)@1?:rR^ Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @ ?䃬àt4F2tR@pT_AGC@CvN`F@ѢY@F@-N@ ƚt(@ L@ Oz@!iِE@.j%ʮFdeo @y,AZ=1@1Z6F@-^J82@F@xQ@~I@wc@#[m@-l<@,?o1FaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@,?Fm XoFaE8W@ݪ*&>A@b[@ ojF@+{@F@0-ě@T3ۛ@5q@W*]@̀u@7A@:[@J@xn,@|/-@?FHAXDF@(Aq1@,j^vJF@V}@F@!?*N}]o@#5쟨@" ]@#_ I @#@$d @تJR#@_U@cX1- @,?vRh +KhFa4tU@BfAűV\@ξPF@,*1@F@/@+;-@hs@@\C@&FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@2?ఆ޶Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@&?CtFL@ǒ˫A*0@}bFF@& $ p@F@dD_@Y@qw@?@ P|@3RxJFZm@ĸA z@reT@)l-@F@'@cŭ@J[@ v@ c2@.@ul\Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@!=PBF6I{Kye@ |u2Aޏ(Z5@kvF@!cV@F@`'"@ ϸ9n C@ L?)@!=!@!@%@$?"*  FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@333334?XF"Uvȓj@ AمJ̱^m@F@3-+5r@F@]V@" *@! Vև@"Ls;@"?@ ͿIQdF3'4$@U,Aކ'&@\(F@!>`@F@H0xb@ N#7@ x;@!++@!|Qm@,?s`Fa4tU@BfAűV\@ξPF@,*1@F@/@+;-@hs@@\C@0?{KFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@&k FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@0?ʹA@Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@&fffffg+|FKP,T@ޙâAj@}<9F@&bs@F@Յ@ +/Z@Hʙ@/02 @ e@93FRUbL)@܇ѱ'sAAY@P5?F@"*}OC@F@uO@ۙ @*@#M@2@#333334+xF>YT5@g"'A[̱4@ >xF@#2\E@F@LmR@ ^ >@uD@ Tz%@!0)@$C~FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@0Fm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@$?ϊgFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@ffffffχF ˽ͯ@f @2Aq-@mYF@fb4~9@F@ s@"?&@!wK[5@"n@"X\ws@(?}7xFQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@?mʸF 0\@ ͪz?A F4P@vщuF@@F@!BH@#%=@#/@#E1l@$1M6@ Ϳ/i~F3]/@ژRAw٥@1F@ ̖g@F@\(N1@! +J@ 6i9@!>Ƞ?@!5,?@3Ϳ6wF|X#b@݂@Ad_@ \DpT@5y֌i/o@F@z›@-.@o#@`5 7@a@0%5Fm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@,MFaE8W@ݪ*&>A@b[@ ojF@+{@F@0-ě@T3ۛ@5q@W*]@̀u@4?,$8F(JK@EEMBYlǫ@KfF@#Ri4@F@)!o"c@ &@ +m@ o@ CylI@2[vFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@A xF[䏎]@{i5Aޙ@{AF@!eh@F@U@w# @8)@I@H]o@2?DpFw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@*?񡻤FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@.cr$Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@&,dm8FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@?_Eo@-,_rAŠ@@F@@F@${"[@%.n@%*@&E/@&I@fffffgxLFXT@2QFuF `@ AA Y@SM`FF@4~"S@F@C@s>@}sKH,@_o&@삫@* l@,?j`FaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@ ̿զ8AF2@چ YADߓ@B9F@ ̞#l@F@sv@!`u@ +n8@!Il@!L7K\@!?@QZ F5~@-fDA;&^$@;;F@ <@F@fկh@ }Q @ r/J@ IA耻@!$5p;@?>zF,@TMJϤAj|#@peF@y1D@F@ Q"@"\H@"UU%@R@"@#Y +`@!  (F4ѧة@ھ#AݫZdt@ЭF@ .Ym@F@<3@ uvf@ zR@!1YY>@!K@12cFT4;!@ +5A57@-DN9T@^6;@F@QO@US@5}@7Pk@FFU]@)333333?[80FU3g<@;A?@?ο#F@)(wN&@F@DI @)=^D@ @f@R_@?e\FO}뜇@(Av@',1F@V}@F@!?#pC@#5E\z@"@#_w^(@#Kj@#?kqFA+Ū@[P7Aq!#ϧ@\Jk+F@#`(^@F@8Vu@ rjb@PyN@ Rp"u@ Ԝ11 @4@pHFe>x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ@2?=Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@,(R+AFaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@?;ϼFFX@ҭL6AӁL{@!-UF@@F@"g}e"@$']Pȵ@#p!@$Lb@$ʣ@,?۝!0FaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@3?zX@FS"@khB(iBP?,=nF@2 <@F@y@%S@<fA@IX#[X@՚H@?m>F1;@8A؎,`N@G٣F@}@F@ GH@"g +Վ@!o @"5@#q@1Fqۤ@߰)HA@#~T@4$Jb#@F@br<@&7 M@qI3@(ys@48!@1ɍDFssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @* ݳFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@)333333ˆT dFTJ@ _3AŦ4@MN/F@))XdE@F@fD@HRˢ@;@:!@ϝ =/??M=TEyzt2j@~wA.uxRA@}DF?@F@-8mql@-@-WL@,b@+輚)@6/NEvi ۿ@qE“fA>ܜ6@un3F?mǣ @F@-eQ@-Vt@@-Ϳf@-a\@,<(@ ͿL +8F3Yk&u{@ڗٸ溇AuQ@XF@ ̖B@F@]MU@! +"iw@ Jjp@!?+ E@!NƼ@,Ϳ¯9@Fa8 e@˦ Al0f@m\*sF@,tj@F@ǚ9@)c@w@-n@i{@$-êPFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@2t"c\E@@^TVA ao @©F?*OB@F@$HãK@& O9G@%bx@&2gX@& if@4?Fe>x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ@08 @PFm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@?RE<@{oAL@QRuzF@@F@'H#q@'DutQ@'$N*8@' +@( E@2ffffgHFy57b@ݕ_$A@ qT-`FL@ǒ˫A*0@}bFF@& $ p@F@dD_@Y@qw@?@ P|@fffffg9"12EI@(GAޖȿy@..=F@i@F@#>Ɋm@$Ԓ5}@$?Б@$&PE@%F@, gFDI-@م_YA|Q@"fF@EwU@F@pI@J!t@I}OC@j@w|5@ ҼtHF2)P@xhYQA`1>@D)F@=@F@x@ SbE@ M\#=@ @!j@ ?"%)^EHA# @О: sAL%hl@2 mF@ @F@#D y@%0+D@$uB&@%5CEs@%d8 @2#KFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@333334E/@ݎ"_Ac^]z@NE?F@333333@F@&  8@&8@&Յ@'Bi @'AQm@!S!ޖF4/0@ھ2Aݬ<|@ݓF@ 0j+@F@;e[@ mttx@ zjN;@!1+ס(@!LW@)?7FVȠ|@UAZS@50™F@)v@F@SCNc@|m@v.Q%u@gaZ@wod@Ϳ?׫ɀF&S]@؁diAEyS@6 F@̾3@F@3ꈷ@!q@![ =@"4@"xs!fw@333334|]Fd6t@Ӡp%VAԑ Vu@lF@333333@F@!l@#ӟ$@#^p^|6@#_@$E;:@5?XR\˓@Fz) Z@&0?.B;Tjq?EFPF@!Mu@F?r6s?i`?=O?Ɠ7ɑ?~d@0?8pFm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]??UE.@N}yR@)[C4~@) M@)Q:@)Dv@(?KFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @ ޯѡ1Eui8@=&BBA%qyd@;~F@ @F@$?*@%a@%Xe@%{@&GT@ ?{Ƞ?@!5,?@7^F!Tl@LĨB1,pFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@6RۗFٟE@ |*B +zRͷ @ǯNfF@ }ke@F@s@u@q@h@0`@?v;F `P@Ԃ_[{AՓ%K7&@MIF@@F@!ua3@#bv @"W@## [@#!@ffffff?FFg:@_5A֖Q@ + 4uF@ff#J@F@! X$@# P0@"Է@#42~[@#@@0333333?gS(Fk;!P#@WȍA>;@W/,tF@0jUp@F@ط@bYP@6RW +@S6@$~)@1?6欈Fqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@?\w`dFX@ҭL6AӁL{@!-UF@@F@"g}e"@$']Pȵ@#p!@$Lb@$ʣ@,?芺i{dFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@4?mF(Fe>x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ@(1FC!F@ BAq&7k0@ *~F@#p +@F@.=NP?@|v@R#@d.@ - +G@333333ל)&dF\m+ @q!QA +OW8@XiCF@?B5.@F@ S@"h +n@! +}f@"1lū@#ىI@ԃFj8@.qAQ=@;F@ڱ@F@ 1ru@"T%ka!@!@"UL@"mil?333334Ǡ 2 EhDL1G8$@nZlAd5 @I./F?333333@F@/8X@..i@0 @.* q @-E;׾-@̿:mmF,p)S @kCA &w@x+F@̧s>@F@c^m=@!{iLf@ $@@!|f@"$HCh@.?)QiFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@&ՉEFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@(vNFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @ ̅a|E<@{oAL@QRuzF@@F@'H#q@'DutQ@'$N*8@' +@( E?333334?7w8E_p@SwAaR@Ati.F?333333@F@(ɓ@(.ͽ@(@(9bG@(ʮ @.KI{8FdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@8X5@VXFX@pTuALO m@HsEF@%5@F@K!@4@@%a1@+))@ ~F2tR@pT_AGC@CvN`F@ѢY@F@-N@ ƚt(@ L@ Oz@!iِE@*?,DFYj@SRKApLŗ@' 0F@*Q@F@*%ѷ@KG*@WeB@d ~@ + +Ý@2q)8gFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@4w_0F +S@ rAnLƬ@^T@ 1 [7@F@sc@/5y@d'@-—@͡Jy۬@0ɖFhLqww@bq A@i%,T@2Qm݃@F@Xf]z@?@FgI@,Y-@;1?zG|?/Ef^q~@A "u@%F?zG{@F@6G! ^@40>@5~@3b@2Ul*T@,zhEo@-,_rAŠ@@F@@F@${"[@%.n@%*@&E/@&I@(?ru4FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @fffffg܄-EɄ{P@ŌA"\@Os F@H@F@&O=I!@'*j@&gTgl@'=$q;@'j%@1ڼOFqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@4?*Y< @Fq5ֺ@˛wg2jB%1?~F@#RK@F@!i@8@8F@LW@[h@?}MEJ=@ѫ>qAhULG@*QɉĺF@@F@"Bi@$o7@$CUY@$fW@%ƷCh@, SFaE8W@ݪ*&>A@b[@ ojF@+{@F@0-ě@T3ۛ@5q@W*]@̀u@$? 5+4FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@(?Уp]FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @433333?ٞ`F49~@iYBL#g@ C0T@7Pr[@F@ kD@.`H@=KZ@|d=@lFR@0?Fm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@5z԰EŔ}s@^ +#A3] +@Q`-F@Ǹ@F@&]2@'e2F@'=SO@'wfU}@'.)?QݲobE.@N}yR@)[C4~@) M@)Q:@)Dv@5?O=RnF@_?Bi^?f@333333:WF\m+ @ָ5 +|AnY;s;@79F@pXS~,@F@ ][@"xk}@"Kg@"D@#"? +=p@9mFXT@.duͳA1FN;;q@گ?PNA![@$bGF@"F +L/@F@*X퓏c@C (@@cu0b@XwC-@%bFF8Ў@ _A᮴1y@'#1F@%VI@F@Gz@cɡ@F9Z@pF@ pm@>&e@FcFG"@ܿ*A%bi@ F@#]N @F@j @ &e@qW +y@l'v@u@333334? TF"Uvȓj@ AمJ̱^m@F@3-+5r@F@]V@" *@! Vև@"Ls;@"?@3<*F~L"7@jyA;5!@ +ב ުT@ m@F@O2:=@oڑ@7C(@($M~@5+%ı@.IdFdeo @y,AZ=1@1Z6F@-^J82@F@xQ@~I@wc@#[m@-l<@3X=HFo;=z@KS͕ART@ hnuF@%&@F@w@mCl@O%@MR@5uk@$Ϳⷵ}CFDa@ݔ܅3AY*C@8^hRtF@$ʯx_@F@@X@x5he@ AP@ CW@?B1Լ0F 0\@ ͪz?A F4P@vщuF@@F@!BH@#%=@#/@#E1l@$1M6@(1FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @1?Fq@`_ :A=;@ɤu{F@0FJ@F@B/@/l@J G@-@v'@"?Ƞ?@!5,?@"333333?2F9nj|@@۲9qA-qy@FF@"2>B@F@eY@ n@ S+)@ յQk@!Sٍ'@4??$1sFe>x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ@0ˍd٣Fm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@$?M*srFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@0dW,Fm􈘹@j A:'/@p F@/7~@F@iT<@ȇI]@0Y+@6p@:K@2[Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@.< /Fdeo @y,AZ=1@1Z6F@-^J82@F@xQ@~I@wc@#[m@-l<@0? GFhHf\9@BuѐA6 @TT@3A@N@F@Kd/@H5d@{Lo@sݭ@*m@1BF5VW9@yԭ؅Aߺ[mitw@H8F@҈p;@F@~@ @ 7>g@ $@!g@1?#VAFq_#v@VA,j@xf>F@06;%p@F@H@@5@)@"Ext@,@%o@9o8EFQQ@܎%EAfb/B@P%2F@' (@F@q?c@L@ӌ1v@W'a1@YW@2fffffg@92Ftr9jE@qgAze@%izT@@ h@F@ѯP"@SCa@4 "w@m@}{@2?',Fw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@?vRGP@F@7mA؏E@F@}@F@ G} +@"f噁@!׷0@"HJ7Q@#Po@F)EF#+ܑ 4@̐\A)@@i޲F@xW)@F@?r@" =@!#@":p@")G@16|Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @333333?SPDFOvЩ@ӝ]ZAԍZxQ@b@fzF@333333@F@!]o@#y:@#_ m\O@#蛫F@$Fg'"@ͿyV?[F `P@Ԃ_[{AՓ%K7&@MIF@@F@!ua3@#bv @"W@## [@#!@5/47滲F[ B@vrDAO@?Np5sF@# +8@F@`g@>@ц@Nrza@[lPyj@ +ffffff?ѹE:{!n@ϔp%AqP_@9S;`F@ +ffffff@F@$w9@%z@%2@%$@%g=ʙ=@333334<]cE/@ݎ"_Ac^]z@NE?F@333333@F@&  8@&8@&Յ@'Bi @'AQm@!ÇWF7@CYQcAސ@u+F@!5ڭ` @F@ή@ 3[ @ B4@ SZ{@!y: Z?333334 EhDL1G8$@nZlAd5 @I./F?333333@F@/8X@..i@0 @.* q @-E;׾-@?uoQF@45g Aוmی@UQvv@F@@F@ P@"~SW@"FɎ׸M@"[;@#Lx@2ٯF@1Ӯh]@F@V*G@u@_@G@HT@2?ּIFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@333333?fPXF-/Z@ُ.A@-֠@iLF@3 +Sy@F@F@!om&i@ j$>@!y@"@fffffg?{*lEz@̎atAGM@EDNdF@ffffff@F@%D@&?JY"@&V|@&X{)@&1ɘiu@#?vDf0F@9.b@iYABҶ@YR\F@#`4@F@f㒛@ /a>'@K(d @ gKչ(@ 3r-@"333333?=|t*NF9nj|@@۲9qA-qy@FF@"2>B@F@eY@ n@ S+)@ յQk@!Sٍ'@(./FQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv?fffffg?UNnE`@pAP֌@Y;F?ffffff@F@*#`@)z@*M@)?@)ᴋ@?ܽF,!\@j֕JAϯz-@NE0F@̨?@F@d0H@!|@ b<̜_@!(7@"$ߐiZ@?xb~F#_P@ՓqևA(@u랷F@F@F@ dxE0@"#c/ @"I%Q'@# T̂h@#>L@333333?n4FP} L@ӝΐAԎ"Y{@W1F@333333@F@!t3@# %@#_F@#%i=@$FQ,OB@"]_TF;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@)333333?FMpFU@OQ!@ N9AHжQM@>E$F@)(f:@F@d@%zM)@vy@E+@ß`@.y\ FdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@#333334?%F>YT5@g"'A[̱4@ >xF@#2\E@F@LmR@ ^ >@uD@ Tz%@!0)@(vqFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @?CDFO}뜇@(Av@',1F@V}@F@!?#pC@#5E\z@"@#_w^(@#Kj@*Vw.wFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@3?߱gF^ң^@R .B,>:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A??̉ dE.@N}yR@)[C4~@) M@)Q:@)Dv@$?Zf8FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@uKEJ=@ѫ>qAhULG@*QɉĺF@@F@"Bi@$o7@$CUY@$fW@%ƷCh@(F$!7:@Au@mF@"@F@*H@!V C@!<9/@".WW6@"`y/@%?ފFGqϝu@_i#nAֽ@F@%?) +@F@)na@EK@(З@`Kxx@ aP@"we8F;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@333334?á'F"Guu@׶2|Aub@ F@3-@F@9@"!3ETh@!@"Pq-'@"k9@,G FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@fffffgH?WEɄ{P@"N_A@E%@OF@kʫ]@F@&RJg&@'/Ms‘@'v@'CA-@'p +@"ˎݐCF7csZC@wgfyAާ{@b[$F@!m@F@@ ̉3|@ 7eSI@ @/@!oR7@4?2MFe>x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ@0e^!=@FhKë@B,#A99'D@:.T@3@bM@F@Jo@#@zV@V@)?@ﰆIF*C0@ ,{TA>? @7/$F@Ռ@F@d<@!4QE@!$}t@!3x@"F0@2"lWFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@#?0oJ9F=JB1@M1/Ak'^@vXFF@"),@F@;@ c]e@ m@ L@!e)y@1˙`0KnFq_#v@VA,j@xf>F@06;%p@F@H@@5@)@"Ext@,@%o@5 QF2q1@@A PϿs@ L%sT@ZRD@F@_e٬@Na @ݧ"@~\@E@ (yEK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@cREo@-,_rAŠ@@F@@F@${"[@%.n@%*@&E/@&I@*ffffffϣGmFXT?333334?˓*'u0EhDL1G8$@nZlAd5 @I./F?333333@F@/8X@..i@0 @.* q @-E;׾-@.?jFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@5RփKFk}@ސ3vB'W@vK]T@`jUp@F@ +H}@^yP@;FY@MMn"@ۗ$i@2?߸B@Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@,hJ :FaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@1_@Fs{'@o@G*6 +J@3&1=@@3#gFWTr{-|@G0P0AÊ$V@ +e%F@&@F@tO)@Q'@=n@#@vmA@$.-CIFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru?333334;:t@EhDL1G8$@nZlAd5 @I./F?333333@F@/8X@..i@0 @.* q @-E;׾-@]w F)̉1@݌ A,M>@炂JF@k@F@&9 @!f@!(x}X@!v@"JR/?GzH@9mFXT@ ?XMYENtPc@П%ŸAMD0@2LF@ @F@#`Ѝ@%@$4@%4'@%+@,sRthF4"6_B7@ͯA6|$@)T]F@@4@F@2jz@ mr @ {KH=@!4h{G@!$Rg@"?MeF;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@6{ FK0@LTܑA U/-@ W8OT@Ŷv @F@ c;\@*f@^VǸ@Be.@@%sa:FE8Y@cT cA L8d@T@%R@F@'8C@1X@rL'3@Dw=@ 8@)333333?3osxFT _;@ G\+Am@N1WF@))m@F@@I6Us@ R@ ƍ@Є(@5?nF"<i@ܙ;BfVfC-۪'YF@2[l@F@t4t@H=@&a?MU~%?:@1D-'EFZd,@b7A7@GF@FpO@F@`>̄@ύB!s@78@B+=]@N$r`@?8€ECe@/nrAz@%~jF@@F@"s׫@$^ez@$;+@$-@$%`@ ?U[w}EHA# @О: sAL%hl@2 mF@ @F@#D y@%0+D@$uB&@%5CEs@%d8 @1?r*Fqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@ffffff?)$F ˽ͯ@f @2Aq-@mYF@fb4~9@F@ s@"?&@!wK[5@"n@"X\ws@5ּ|lFb~@ҚUy@OBš=@j؅F@ "S @F@\$@ +='@bX@ + @ Hc#B@ X]Eui8@=&BBA%qyd@;~F@ @F@$?*@%a@%Xe@%{@&GT@3G5FWm7@؎9S. Bd1@2SF@pϿ@F@ s[FJ@o@4%`ӟ@G@S(@,k;RFYg@|d](A ڞ"@ +K0yF@(k΅3@F@Dm@I& M@2+a>^H@2m$h@`g@,?w9͈F_@@ܐ;%A/)l4@F@6fQ@F@W@@z' @P@@0?;=Fj2J7\@1VAWx@RF@1z @F@eH//@Aɖ9@6P@d;@Z>I@,ͿA((Fa//C@ਝT|A f@u{uF@,v @F@ `@a>@495s@؈'.o@P6N@&?x*,FK:q@, +t%AnS@F@%np&@F@$[U@ #@@ə'@ 1wς@7|X@ MئNn@ {@2nMhFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@?,E<@{oAL@QRuzF@@F@'H#q@'DutQ@'$N*8@' +@( E@+333334?:n uF\ I[@hLYAK,'@KmF@+"R@F@HN" @" +_@d>R@z@\̦q@%?E4FE]N\@ݹoģ!A(Z@RF@$[@F@ux(/@ZRF@mܪ7@o@ _P]G@333334?( F3t @әj1eAԉ姁P@DfF@333333@F@!띀@#´Aq@#a3`q@#/d@$GSe@&fffffg?#FFKP,T@ޙâAj@}<9F@&bs@F@Յ@ +/Z@Hʙ@/02 @ e@"} F7csZC@wgfyAާ{@b[$F@!m@F@@ ̉3|@ 7eSI@ @/@!oR7@(?3OFQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@*?Ĭa >FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@(?b7FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @?"aFO}뜇@(Av@',1F@V}@F@!?#pC@#5E\z@"@#_w^(@#Kj@0?"lưFhHN{@C!a)3A3ٌ@3Ww#T@3>灃@F@K>@c@{o%`@E[@*ͅZK@(?TFQ9I@wt)'*DA"͛@Z&3F@'b@F@ܭ@(ε.A@E@D%@S#U@"?ǤU`F7csZC@wgfyAާ{@b[$F@!m@F@@ ̉3|@ 7eSI@ @/@!oR7@"ܦ8AF8E^g@ۏ_~Ab3b@#VKF@!?@F@粇@ QEs@ %p@ G%@!^r[@?fE*hS,@?@x2Ḁ`H@IZF@@F@%x@&\/t!d@&bBJF@&h"u@&礫mE@11 8Fqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@9ίȀHE;2_@ n}AST@h9XF?{m@F@+Ux +9w@+M8@+_,8@+Lֆu@+OyL@"?`0F;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@,?ڱFFa//C@ਝT|A f@u{uF@,v @F@ `@a>@495s@؈'.o@P6N@3?M:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@.FdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@(8pFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @3?g`FS"@khB(iBP?,=nF@2 <@F@y@%S@<fA@IX#[X@՚H@,ҔF_z@mj0Ar˚3@i,\F@.[!Z@F@/܈, @u+@WpC@n/@M~+@2'bFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@(&FQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@?6ǙF$!7:@Au@mF@"@F@*H@!V C@!<9/@".WW6@"`y/@(!FQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@60|).FQEl@j?G A-P@T=T@ D _@F@#o@%i}oh@%N`@&7@&&@p[@2nK$Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@,̇NqFaE8W@ݪ*&>A@b[@ ojF@+{@F@0-ě@T3ۛ@5q@W*]@̀u@(?m<2FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @3'? TFU/K@@N=A' @N $T@?@F@4Zܵ/@B@^ @ {fJ@ @? Fͷy:3@(p Aׇ](#@Q33F@6dw@F@ 9 +@"4 +(@"KsT@"̅@#P/@1@00?IFBeH@8>A4b@ +\F@U\R.@F@^ms@]@y:@MN@ yh2@ ͿN)ȻA@b[@ ojF@+{@F@0-ě@T3ۛ@5q@W*]@̀u@6O۠FYamA@-Aŋ5*Mi@2fgF?TCc@F@#'@%{tH@$|xR@%`đ@&(o6@̿͗o|F,@TMJϤAj|#@peF@y1D@F@ Q"@"\H@"UU%@R@"@#Y +`@+?YuF[Do%@T!gvAiq,@{rZF@*f@F@ȡ@!Ői@n%@})j@0Y9@333334?80F3t @әj1eAԉ姁P@DfF@333333@F@!띀@#´Aq@#a3`q@#/d@$GSe@5?!WF;7@tB9y5Ab?NqF@!K}9@F?#@?rro?5#mf ?E?P/45G@5KFA@˃Y@Q@lRFXT@:F+ٌ@*hA׊*@H%F@6dw@F@ "?@"k@"J\ i@"@#OY% +@%?h - +FE]N\@ݹoģ!A(Z@RF@$[@F@ux(/@ZRF@mܪ7@o@ _P]G?ͿV׆~Eܪņ@ (wAx=1@JRr<F?@F@(][@(b(}lÝ@(T%6@(khL@(ʃk@!?oDF7@CYQcAސ@u+F@!5ڭ` @F@ή@ 3[ @ B4@ SZ{@!y: Z@3?7hF^ң^@R .B,>:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@4)Tp`FZ"@Ԅ8Bh˲@F'~|F@# hr!@F@PDH@̪~U@ #n@cΠ^@r^@2 Cl +Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@*ffffff? &[QFWy0@6Ac0G@4Z T@/49.@F@/ӱa@gx@D7]G@đ@eҐH @ ?R' + @تJR#@_U@cX1- @,V-YFaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@&}.3y FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@#333333?*&:AF?+^l@w0ДAK21@nFJF@#28Td@F@UZ=̞@ Nާx$ @HD@ W܍q@!q@ffffff?CsF VKPmh@Eo&ANV:@oу`F@ffffff@F@!ϫT@#{Űuo@#0l@# )&PG@$V6Q@!Gj4F6Jڊ@ڇC]wAvu.G3@ǖ F@#4~@F@Kv=Z@ E6@ 7@ yf@!g/@?.^LEJ=@ѫ>qAhULG@*QɉĺF@@F@"Bi@$o7@$CUY@$fW@%ƷCh@0S—HFm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@ffffff?[eZ;hF ˽ͯ@f @2Aq-@mYF@fb4~9@F@ s@"?&@!wK[5@"n@"X\ws@0$Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@?9F&wb@}+a(Awu@)dGF@̿n?x@F@8U&,@!j(@!]P~@"rޤ@"zU@? F;os@,N[FAYCc@ zSF@!}@F@!"dI@#̖^@".1O@#HY4@#Sf +@#?H'@K(d @ gKչ(@ 3r-@,?B DFaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@3? FS"@khB(iBP?,=nF@2 <@F@y@%S@<fA@IX#[X@՚H@*?\FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@&ffffff? aFKCN'@ޙ6eA%{*@~ SF@&b,R@F@ S@̎x@ru@1\ J%@ _+@&fffffgZFKP,T@ޙâAj@}<9F@&bs@F@Յ@ +/Z@Hʙ@/02 @ e@2s֖Fwǣc'@d;iA5v%@ ןk7F@1L@F@Q$hH@pOz_Z@Z(iB@kj@Х@1Fq_#v@VA,j@xf>F@06;%p@F@H@@5@)@"Ext@,@%o@333334?„˙`E/@ݎ"_Ac^]z@NE?F@333333@F@&  8@&8@&Յ@'Bi @'AQm@Ϳrw#F&wb@}+a(Awu@)dGF@̿n?x@F@8U&,@!j(@!]P~@"rޤ@"zU@5? +NFDC@\Byg@,#F@;nwpz@F@43@ Y7)@ k=0@jQ@V@&?YԃpFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@6냲1Fsʹ@ߺ$sAıG@ Ap8YF@%[l@F@Gu@<7@;4Xq@onh@N%@3?0FoSsl@;LBye@wlpF@!DA5Tu@F@5\@ oN@ +@zM@ +~zY@ '#;p?Ϳ8 LEܪņ@ (wAx=1@JRr<F?@F@(][@(b(}lÝ@(T%6@(khL@(ʃk@Z~Fͷy:3@(p Aׇ](#@Q33F@6dw@F@ 9 +@"4 +(@"KsT@"̅@#P/@1@$.FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@(ϣ7:FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @0?N5pFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@)333333cFʴFTm@߫*W +Ao7d=RG@K$7#T@*P +9@F@vS&@2Mj@ y {S@ @E@2?,^Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@2QxFl@٨+Ad|,kf@ (@"Y@ڑ]IEZ@ѯ䂏Amd @)ufF@@F@"x^@$|@$AA@$ok+@%ȑ{@&XaFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@ 333334(EG'@&W7rAйv=@7l(@"Y@(?ز|FQ9I@wt)'*DA"͛@Z&3F@'b@F@ܭ@(ε.A@E@D%@S#U@2{wXFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT??YqNDEM7b@: +kA ̦=@3˽F?@F@)9|@(?^@) {r@({Nu"@(ec?ͿPcߌEܪņ@ (wAx=1@JRr<F?@F@(][@(b(}lÝ@(T%6@(khL@(ʃk@0m3oFm􈘹@j A:'/@p F@/7~@F@iT<@ȇI]@0Y+@6p@:K@0|i~`Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@ ?b"x F/Ȗo7@AFHde@RDF@π3r@F@ ؄d@!V^`/C@ D@!ԣ@"x@0?Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@1LlFqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@̿޽HF&Ay0X@tuiAjCld'@/rF@z@F@@pc@!co@!ab[S@" :2@"}( @#333333{F?+^l@w0ДAK21@nFJF@#28Td@F@UZ=̞@ Nާx$ @HD@ W܍q@!q@,F^aE@N4t=AtQ^q@\jF@:D(M@F@\ܔM@6 z@*@ǿL@5@*4U MFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@ ?;EK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@+-F[@U~A]<[<@ "1F@*޽@F@,Va@%W@Cc@f' +1@fb @H*E&ʪ9@Kʶ As@%9}yF@@F@"+4n @$Q@#P띀@$vnQK@$p#1O@"ȥF7csZC@wgfyAާ{@b[$F@!m@F@@ ̉3|@ 7eSI@ @/@!oR7@ 333334:EG'@&W7rAйv=@7lYT5@g"'A[̱4@ >xF@#2\E@F@LmR@ ^ >@uD@ Tz%@!0)@*ffffffK)N|@FW$c@! @A۞r@5t/T@.;%o@F@2ޗw@l$ܽ@H0@Y^h]@$6@333334.F"Guu@׶2|Aub@ F@3-@F@9@"!3ETh@!@"Pq-'@"k9@.fffffg?(Fe\mD@:YAxP@$F@.GM3H,@F@ +;c@u2@H>S@iWP9@v!@'Ӣ Z,`FLə'@ 1wς@7|X@ MئNn@ {@,?A=@Fa4tU@BfAűV\@ξPF@,*1@F@/@+;-@hs@@\C@ ̿$yDEY4)@Сn5BAO!@2IF@ @F@#,?@% +@$pBӲ@%32@%&G /@&?NFL@ǒ˫A*0@}bFF@& $ p@F@dD_@Y@qw@?@ P|@.?@Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@?٪ F#F@d˕A.=@E,F@@F@"Fx@$ +kB@#{2@$2@$J‹"H@2f+FZZ#t@vY=Afn$@3<$F@#䎊@F@|y~a@"Ψ`_@ PUn@ +$@]R;5@?ҹ XF#+HG#@%K8rA^֌? )@LF@2@F@*[!N@!\2‡@!ti{@"(b@"KG@ffffff @تJR#@_U@cX1- @ͿW^=F `P@Ԃ_[{AՓ%K7&@MIF@@F@!ua3@#bv @"W@## [@#!@"fffffg-F9ʡ@ۡz;hA~,#(1@< +?T@"O@F@V6@ 9k@ p@ .DA{@!K@3333339$E9E@k:A$H]@,SF@333333@F@#[j@$1Q@$bNU1_@$uy/@%*}$&@ffffff|}*F PV q@DdAMUsݕ@FF@ffffff@F@!-磏@#{_BYP@#|zD@#R0}߄@$IL@"L|Q$F;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@0sخFm􈘹@j A:'/@p F@/7~@F@iT<@ȇI]@0Y+@6p@:K@ Ϳ]@ENz@П$AMD0@2LF@ @F@#@%_w@$"+?@%4"=N@%bм.@"*3@F8jيxF@ې! +Aœ@ͰF@!Y3@F@7@ v @ %8K@ 1Π@!^5e#@0p/Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@/F+ٌ@*hA׊*@H%F@6dw@F@ "?@"k@"J\ i@"@#OY% +?fffffg? E`@pAP֌@Y;F?ffffff@F@*#`@)z@*M@)?@)ᴋ?\(\@9mFXT@*?\C]LFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@.?s5Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@?dLE&ʪ9@Kʶ As@%9}yF@@F@"+4n @$Q@#P띀@$vnQK@$p#1O@0ͿtƞFoC\M @w!mAu9@ !r?T@3уdo@F@po@9 :@Y'@ ؜v@_h@%?u5exFF8Ў@ _A᮴1y@'#1F@%VI@F@Gz@cɡ@F9Z@pF@ pm@2]JFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@,(@"Y@$ffffff?cTFC9[@OvڇA 5@%gZF@$d1@F@f6i@he9u@֦Ju@ /W@ !@.?K^Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#?333334?yPEtjtH@RA$l@&ΐKF?333333@F@+p"@+A}@+?+"U@*y.@*J&s0@)#FVy^>@fF>AN.D@6=)#F@)݂v@F@1T@ +@ɾ9Q@i@z?m@2ҡ[Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@ ?{A[EK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:??01Er @: +kA ̦=@3˽F?@F@)9|@(?^@) {r@({Nu"@(ec@4?ZmF+-H@/LB`~"Y'C)F@2Q@F@ Oc@ +1@>@ \?>B@F@eY@ n@ S+)@ յQk@!Sٍ'@,L!wpFaE8W@ݪ*&>A@b[@ ojF@+{@F@0-ě@T3ۛ@5q@W*]@̀u@&? xFL@ǒ˫A*0@}bFF@& $ p@F@dD_@Y@qw@?@ P|@!?iUGF7@CYQcAސ@u+F@!5ڭ` @F@ή@ 3[ @ B4@ SZ{@!y: Z@2Tw9|nFuo@SOA=No@iT@3)e@F@[oͶ@ĢB@9pZu@7U7k9@Bޓv5@.|aFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@06m>>FhH)xiQ@-ABx@3T@1?@F@q#@jYI@F@tSQ@`?@?S`F@7mA؏E@F@}@F@ G} +@"f噁@!׷0@"HJ7Q@#Po@&h[fFK:q@, +t%AnS@F@%np&@F@$[U@ #@@_?Bi^?f@(@[8FQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@fffffg,^F+@5:Aq"L@6whF@fJ3@F@7,k$@!K@!"K @!3rDž@"8ґC@34EyI3@+\A)@r__F?T;@F@-S*Y@-k@-ah@,c}@,n+S@1?|C/hFq@`_ :A=;@ɤu{F@0FJ@F@B/@/l@J G@-@v'@.m2%FdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@ͿU/ '\F&wb@}+a(Awu@)dGF@̿n?x@F@8U&,@!j(@!]P~@"rޤ@"zU?7v_DFXT@8aRFp־;@ҧ.AӃ.7@!A}WF@>@F@"i%Դ@$(E.>Ο@#́kK@$M@$~U3N@Ϳ/F&S]@؁diAEyS@6 F@̾3@F@3ꈷ@!q@![ =@"4@"xs!fw@AsEo@-,_rAŠ@@F@@F@${"[@%.n@%*@&E/@&I@*?ږ$FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp??XEE@E.@N}yR@)[C4~@) M@)Q:@)Dv@?EzF,p)S @kCA &w@x+F@̧s>@F@c^m=@!{iLf@ $@@!|f@"$HCh@'fffffgdK3FOcN@-jWAa\w@qs"F@'`y+@F@3]@;Ψ@P@g0"%@N]x@'?"WFL9_@h`A䒟 %C@qjT@+8p:@F@;F@Gb@.7e@:@wAX@rߓE&ʪ9@Kʶ As@%9}yF@@F@"+4n @$Q@#P띀@$vnQK@$p#1O@1?hyFqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-?񙙙I9E9Bt@i!}A좡|@XM F?񙙙@F@,wIrYn+@,!1Q!/1@,6b@+Lr:@+$!m @Q3|u`F~r+l@7CAAD(@PT@kCB@F@F7@*9K@xls@u> @ QҞ @*'uFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@#333333?#{F?+^l@w0ДAK21@nFJF@#28Td@F@UZ=̞@ Nާx$ @HD@ W܍q@!q@.?ZFf-V'@FA_ݢs@F@.x#@F@Ҝ6@B_ @2 X4@/u@[>@0TPFm􈘹@j A:'/@p F@/7~@F@iT<@ȇI]@0Y+@6p@:K@56PF{$v9~@VU[AG%U@ 2T@Ր@F@ M8@pG|@C=/ :@Lq@4@4ۢ_DM F*@bע2B!N@(`F@"!@N@F@ + L9@"š@iI>#:@igs@@2?OCcgFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@!?+eڭF7@CYQcAސ@u+F@!5ڭ` @F@ή@ 3[ @ B4@ SZ{@!y: Z?333334?՗mUE_p@SwAaR@Ati.F?333333@F@(ɓ@(.ͽ@(@(9bG@(ʮ @*?')>FYj@SRKApLŗ@' 0F@*Q@F@*%ѷ@KG*@WeB@d ~@ + +Ý?fffffgl5D)E`@pAP֌@Y;F?ffffff@F@*#`@)z@*M@)?@)ᴋ@0Ev Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@?R' +F@1Ӯh]@F@V*G@u@_@G@HT@*ffffff?FWة!@/p_+ AŸyT@5N T@.6;%@F@5Hh3F@p[@KKF3@P/@I@-ffffffFbhQ$@ż~7NA싎 0|@ƫ5T@1J!5`@F@Wb@kO -@|Jhá@ 9@'c>~@(NPFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @%?ӔbFF8Ў@ _A᮴1y@'#1F@%VI@F@Gz@cɡ@F9Z@pF@ pm@2@8XNFw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@(?'9ȧ߈FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @u"q Eu@2NCAߦ@Q7pF@'،@F@'Ht1k@'  @' S@' G@( _.o7@&fffffg3= FKP,T@ޙâAj@}<9F@&bs@F@Յ@ +/Z@Hʙ@/02 @ e@.54$E}x/ ?=@@EIAG!r@~HֈF? VE@F@-d!@,ԎnB@- @,Gfa@+@&?QfFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@?ziF*C0@ ,{TA>? @7/$F@Ռ@F@d<@!4QE@!$}t@!3x@"F0@"?Z\@F;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@0pc Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@*hcFYj@SRKApLŗ@' 0F@*Q@F@*%ѷ@KG*@WeB@d ~@ + +Ý@1?MFssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @3ͿLF|hϺ_@ݒ! +AM:@ }:QT@52If{@F@eM@D}@BMo@?@)=6I@"?ʬ0F;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@5?RFN@IBbZ9dcqcF@#^"@F@ c @ ׾E@ة?aB?:E@,Ϳ#eFaJb@.AV # +@١(3F@/jf@F@kw@=f@@@ [@ =7@100N2Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @.?熸%@Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@2?˄eFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT??rfϸEyzt2j@~wA.uxRA@}DF?@F@-8mql@-@-WL@,b@+輚)@,wFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@,t(XFaE8W@ݪ*&>A@b[@ ojF@+{@F@0-ě@T3ۛ@5q@W*]@̀u@.̿@ZFeCi#y@@; A=Yޣ@ĶUhWT@05@F@lqd]@w[L@JO?@XK@*O@6+FLV.@ۛ| Ar@`|F@%6($J@F@>@>@ C@x;d@B]@"?DtD(F;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@1?OZAFq@`_ :A=;@ɤu{F@0FJ@F@B/@/l@J G@-@v'@.fffffg??8Fe\mD@:YAxP@$F@.GM3H,@F@ +;c@u2@H>S@iWP9@v!@N+KFX@ҭL6AӁL{@!-UF@@F@"g}e"@$']Pȵ@#p!@$Lb@$ʣ@?NͲ@ECe@/nrAz@%~jF@@F@"s׫@$^ez@$;+@$-@$%`@ffffffU`)E @F_w.AT[7@K5WF@ffffff@F@%R)z @&;}QZ%@&{@&ǿrF@ 333333@F@# A"@%Wuy@% ٴ;@%veE@% H@0Ϳ ZFo=Gȉ9f@GrA AYh76@\zWT@1r\=@F@'Yx@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ@3?)*`F^ң^@R .B,>:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@2*[Fw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ??t7E.@N}yR@)[C4~@) M@)Q:@)Dv@1? ِFssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @!M|>`F@45g Aוmی@UQvv@F@@F@ P@"~SW@"FɎ׸M@"[;@#Lx@ffffffcB"pFg:@_5A֖Q@ + 4uF@ff#J@F@! X$@# P0@"Է@#42~[@#@@ͿhF쭊ECe@/nrAz@%~jF@@F@"s׫@$^ez@$;+@$-@$%`@.?a WmFf-V'@FA_ݢs@F@.x#@F@Ҝ6@B_ @2 X4@/u@[>@ffffff?柨F ˽ͯ@f @2Aq-@mYF@fb4~9@F@ s@"?&@!wK[5@"n@"X\ws@1?̆Fq cj@b꿈A66xp7)@z憚F@0?@F@^YK@2]ky@sm@`W@NRe@0xcFB :P@@.(@*M@E{@ CMs@&?HmMJFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@4XfߒFypAu@&GAfu@NJ +T@:1'@F@tjq@"ϳzT@")Zؚ@#Y"@#q"z1G@_g.Eřa@fg.\jA$=F +@QC;F@@F@&*V5@'fɽr&@'>d)+@'y;@'ޮV@0? Z~Fm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@>_BN\F|@d4Ad{:@T@ЙZx@F@K;}@ .@}*@y@@0%}8ZFYڪ@ۈeA﴿/l@7rAMF@%*0@F@ ֦@;G@1@h?"^~@b/#] +@3FcZuĹ@(V(A +q@IWOT@c^t)@F@ͼka@Z--@:;Y@]U@ +>@Ϳ]mE3@Ǟ*F AɆuܶ@QF.F@C A@F@&Zt@' @'}._?@'oA6"@'ҍj$@3Fޱh1"@Ԛ=Е\B=-f8@Z; F@ F@F@ P@e"9@mla_@6I@z}`@%? zE FE #@ܫIgnAcn@5؋T@'a=@F@_J;Q(@V/%@Bf @ņ!dm@ dM:??Ӷ|Er @: +kA ̦=@3˽F?@F@)9|@(?^@) {r@({Nu"@(ec@2fffffgy:PFt6m@ [AOO @v;T@3t>=@F@+~@M@@ho!@ ج@@.9Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#??o#EM7b@: +kA ̦=@3˽F?@F@)9|@(?^@) {r@({Nu"@(ec@2_6АFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@,? YXFaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@> Eά@֒V.AſǶ@@F?>B@F@#@&)x@% p@&0y @&K<+Q@J S Fp9^@ґH2AӰ{ni @ )$*F@Ai @F@"ec@$"j>f@#&07|@$G @$#l@4IF}y@%Ac,M@I wT@e@F@g(@%@r@'@@ Ϳd3ENtPc@П%ŸAMD0@2LF@ @F@#`Ѝ@%@$4@%4'@%+@ 4UWXF/Ȗo7@AFHde@RDF@π3r@F@ ؄d@!V^`/C@ D@!ԣ@"x@0333333+Fk;!P#@WȍA>;@W/,tF@0jUp@F@ط@bYP@6RW +@S6@$~)@ͿtE3@ǞMNAɆ|@QҪq|F@Λ i@F@&2]g@'+1$@'}.Hqo@'pXZ @'l@0ʁ_zFm􈘹@j A:'/@p F@/7~@F@iT<@ȇI]@0Y+@6p@:K?333334?3EtjtH@RA$l@&ΐKF?333333@F@+p"@+A}@+?+"U@*y.@*J&s0@.l)Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@2ճ)Fd*üzc@ŧ?Ab3@ sŞF@"h@F@+/\T@Nsqg@6egPn@(X@8y%@.fffffg?m$48Fe\mD@:YAxP@$F@.GM3H,@F@ +;c@u2@H>S@iWP9@v!@?;F6~E&ʪ9@Kʶ As@%9}yF@@F@"+4n @$Q@#P띀@$vnQK@$p#1O@$O`h~FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@.@ţ&P8Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@.?B6JFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@(?9o82FQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@!eLEŔ}s@a_;yoA+WDz@Q/,TuF@OQC@F@&@'f}.׉@'=$/@'x~]7@' j@.?BuVKFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@5?0FL@QrBc|xKHF@%ty@F@et@31_@Fj]X?t$ ? !@2?^Fw4(@M1/Aޤ@ ǀ).*F@1袇~@F@Fz5@c/KR@NS@ f]@ˑ2@&`9FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@1yFssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @)333333DFXT@#Ϳt7zFA:@YA@gPNF@#}9@F@Nm@ $6qwJ@5O@ ]@ jf@)333333?:E[FT _;@ G\+Am@N1WF@))m@F@@I6Us@ R@ ƍ@Є(@"333333˚&F9nj|@@۲9qA-qy@FF@"2>B@F@eY@ n@ S+)@ յQk@!Sٍ'@,+uF_=`@N +uAW1Rb@sFT@-<]U\@F@G]@@u@I@&}>@ ?CFEui8@=&BBA%qyd@;~F@ @F@$?*@%a@%Xe@%{@&GT@$SaFXT@(kyb8FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @7&dmF$G0?@$Nr1A1o@dF@@F@L4@!['@!;@"'Ų@"aV@.ӾXFdeo @y,AZ=1@1Z6F@-^J82@F@xQ@~I@wc@#[m@-l<@*Fv3$FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@&?4DFK:q@, +t%AnS@F@%np&@F@$[U@ #@@(@"Y@,T5yGFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ?Ϳ Eܪņ@ (wAx=1@JRr<F?@F@(][@(b(}lÝ@(T%6@(khL@(ʃk@,?HyFaE8W@ݪ*&>A@b[@ ojF@+{@F@0-ě@T3ۛ@5q@W*]@̀u@$?8FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@$:yFFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@)?3#mxFVȠ|@UAZS@50™F@)v@F@SCNc@|m@v.Q%u@gaZ@wod@0?X!\Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@$zZ=FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@1?H 30Fqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@?i-E8FX@ҭL6AӁL{@!-UF@@F@"g}e"@$']Pȵ@#p!@$Lb@$ʣ@&,,%FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@'?9cFPV>s@cBd5A3@fmP-F@1Ӯh]@F@V*G@u@_@G@HT@!vqF7@CYQcAސ@u+F@!5ڭ` @F@ή@ 3[ @ B4@ SZ{@!y: Z@?t.CPFͷy:3@(p Aׇ](#@Q33F@6dw@F@ 9 +@"4 +(@"KsT@"̅@#P/@1??Ѽ1yEWI@ヹ-AƩA匏@/GqHF?@F@*qÄ'@*x f&@*=8U@*A'K@)kU?@5<,F|Y*W@l[OAa@XL;sT@ @F@30m@"x@!ҟ?һf@")@#HN@?6[{F `P@Ԃ_[{AՓ%K7&@MIF@@F@!ua3@#bv @"W@## [@#!@ 333334?@flEG'@&W7rAйv=@7l ++A8Fh^@\uF@MYO@F@ pl@"?Abۍ@!Pxx@"nG:5@"p^9@&̄FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@22 Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@(N-gFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @333334?8E3F3t @әj1eAԉ姁P@DfF@333333@F@!띀@#´Aq@#a3`q@#/d@$GSe@$PFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@,?/zFaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@%_вFF8Ў@ _A᮴1y@'#1F@%VI@F@Gz@cɡ@F9Z@pF@ pm@fffffg?h Ei'@( A݉)"J@.1F@ffffff@F@#>kw@$Դn@$=7@$J@%F @,Ϳp /`Fa//C@ਝT|A f@u{uF@,v @F@ `@a>@495s@؈'.o@P6N@2?Y;`Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@3?FS"@khB(iBP?,=nF@2 <@F@y@%S@<fA@IX#[X@՚H@5 xްF tn@]R?AˠRg@*OoT@h@F@o, i\@"E+4I@!XcuW@"Vf@#nT<@ɡ@ F@45g Aוmی@UQvv@F@@F@ P@"~SW@"FɎ׸M@"[;@#Lx@43rF_[@p]4A'FDI@VF@(i,e@F@X}Sm@jz@QqV@-l@XRV@$0̀FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@2Fw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@333333?pAE9E@k:A$H]@,SF@333333@F@#[j@$1Q@$bNU1_@$uy/@%*}$&@"?' F7csZC@wgfyAާ{@b[$F@!m@F@@ ̉3|@ 7eSI@ @/@!oR7@?_5wF&S]@؁diAEyS@6 F@̾3@F@3ꈷ@!q@![ =@"4@"xs!fw@5}mF2m@fB%%~@bӕ%T@F@1Ӯh]@F@V*G@u@_@G@HT@.?Q14FdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@2ffffg?dr`Fy'@ܿ[TA:6@ "ʿT@64a@F@1)j/@SY@;C@k1`@4@&?PFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@1?qtRFqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@$?WuLFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru??-ՀpEyzt2j@~wA.uxRA@}DF?@F@-8mql@-@-WL@,b@+輚)@1S Fqf@i/%VAդc@F@3Fs@F@u@M=i@ @GY۽s@S}k@.?jFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@2?4)8Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@(?*ZFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @?빵)$F@45g Aוmی@UQvv@F@@F@ P@"~SW@"FɎ׸M@"[;@#Lx@ _>xjEK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@ͿtE]צ@,A&@$fF@qT@F@"$?@$ZcsA@$Ed@$~%ė/@$'@.DJvhFdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@&NRFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@3F},<@԰bAbVz@ ?CϖS)T@eU.@F@ȋ@7J@ٔ+@8Y@>@3?B#F^ң^@R .B,>:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@,SFaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@mCF@45g Aוmی@UQvv@F@@F@ P@"~SW@"FɎ׸M@"[;@#Lx@$?U(FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@&? ?,FKK9oD@]A|j4\>l@ѩ*8F@%i;@F@@L^i+@c @\̮@Y'ݱ@ffffff?UyF ˽ͯ@f @2Aq-@mYF@fb4~9@F@ s@"?&@!wK[5@"n@"X\ws@3TZhF|J2@VHg~Ar@ '{T@hƒ@F@.c6x@O'@@= z]@Mm^@2?ӑCFt[P^@޾ҳAϱc@䊇sF@3*0@F@A[>@Yqsz@TaF@7wF@B8܁@&ffffff?05FKCN'@ޙ6eA%{*@~ SF@&b,R@F@ S@̎x@ru@1\ J%@ _+@)333333۰Ҥ FU3g<@;A?@?ο#F@)(wN&@F@DI @)=^D@ @f@R_@ ?(EK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@Α F+Z5(K@?v1AxܜS@ޭyF@}wl@F@`@!C?ϕ@!P@!{@"6D@,/nF_^@Fd5AGq@&ۦT@-k{@F@Dk@&%'@q8@L@"Zy@,w@&d@&X@'@'@`BG@4?ڠ#\Fe>x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ@#333333H w@F?+^l@w0ДAK21@nFJF@#28Td@F@UZ=̞@ Nާx$ @HD@ W܍q@!q@(CҿIFQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@,W|4Eʆ>@Ѭ~qZAmi@)/8F@dT@F@"q@$p ,@$BZ*N@$@% @333334?StE/@ݎ"_Ac^]z@NE?F@333333@F@&  8@&8@&Յ@'Bi @'AQm@3Y/gFkb2@2q eA!o(@ @usF@#|@F@5@\@yg@N@N@X@&fffffg?[/@FKP,T@ޙâAj@}<9F@&bs@F@Յ@ +/Z@Hʙ@/02 @ e@1?gFq_#v@VA,j@xf>F@06;%p@F@H@@5@)@"Ext@,@%o@#]NF='@cMOAU5C@FZ-T@#t$>@F@ж x(z@ Z@FhT@ @!F;xU@1?Ԯ PFqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@skNE V@͑/ AН@@(Q2F@@F@$ +K@%|R@%m@&L@&I +@*켈FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@&ffffff͌)WFKCN'@ޙ6eA%{*@~ SF@&b,R@F@ S@̎x@ru@1\ J%@ _+@.?Q!&FeE@ARAYid@!pT@2x@F@M@&H<$@c@@]@2?ɃiۡTFw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@ ?MMjF3]/@ژRAw٥@1F@ ̖g@F@\(N1@! +J@ 6i9@!>Ƞ?@!5,??陙?iË{|Eb,YA2@\AWMc@cc@F@c^m=@!{iLf@ $@@!|f@"$HCh@ffffffasڋF os@8AZ)j@u+F@" sO@F@!2is@"B @"E&D@"V4@# x@? e9Fq9j @҃ 7eA&`d@|gCF@H@F@"bA@$6J@#D&@$C.Eb@$S*$@"` F8E^g@ۏ_~Ab3b@#VKF@!?@F@粇@ QEs@ %p@ G%@!^r[@fffffg?^ +hF+@5:Aq"L@6whF@fJ3@F@7,k$@!K@!"K @!3rDž@"8ґC@ffffffIwFg:@_5A֖Q@ + 4uF@ff#J@F@! X$@# P0@"Է@#42~[@#@@%`eFEtӔj@Y.L}AW @qE{5T@%6@F@?Z@Ԑ@o[@{^UQ@ u=@4?&,lFI(y@ B@|?P蜬RZF@$΅3@F?G?f>?_@?y,|0?h\Y@?k⃠F@7mA؏E@F@}@F@ G} +@"f噁@!׷0@"HJ7Q@#Po@T$^m4F+Z5(K@?v1AxܜS@ޭyF@}wl@F@`@!C?ϕ@!P@!{@"6D@7?6 F; D@9/BgD( ż-mWF@3;@F@mTEoLp@ +D@;Și?m5 ?QSͥ@333333"0E~bF\m+ @ּVAf_@ 8TF@b@F@ ^Y+@"yC@"Yا@"$u@#EYk@,PDF#F@d˕A.=@E,F@@F@"Fx@$ +kB@#{2@$2@$J‹"H?333334ӊIE3KKS@Nu4XA`^@AwF?333333@F@(Ol(/@(Vucg@(RlX@(_x~L@(gh?333334'4YtEhDL1G8$@nZlAd5 @I./F?333333@F@/8X@..i@0 @.* q @-E;׾-@.?G1c2Ff-V'@FA_ݢs@F@.x#@F@Ҝ6@B_ @2 X4@/u@[>@!q^@F7@CYQcAސ@u+F@!5ڭ` @F@ή@ 3[ @ B4@ SZ{@!y: Z@? gEřa@fg.\jA$=F +@QC;F@@F@&*V5@'fɽr&@'>d)+@'y;@'ޮV@,GJPFaE8W@ݪ*&>A@b[@ ojF@+{@F@0-ě@T3ۛ@5q@W*]@̀u@ 1vk[EtT@_A%Y[ݖ@;VF@ @F@$?@%CQ@%Y :}@%l@&Rv@ +ffffffN#ZE:{!n@ϔp%AqP_@9S;`F@ +ffffff@F@$w9@%z@%2@%$@%g=ʙ=@"do}@F8jيxF@ې! +Aœ@ͰF@!Y3@F@7@ v @ %8K@ 1Π@!^5e#@^H¸;lEM>Jf@2NCAߦ@Q7 +FF@!Al@F@'Ht+O@' _k@'Ȍ] @' @( _.Sڱ@ffffff U *F ˽ͯ@f @2Aq-@mYF@fb4~9@F@ s@"?&@!wK[5@"n@"X\ws@ffffffk{F ˽ͯ@f @2Aq-@mYF@fb4~9@F@ s@"?&@!wK[5@"n@"X\ws?`:܎Eyzt2j@~wA.uxRA@}DF?@F@-8mql@-@-WL@,b@+輚)@ w%F03:@}l&AU6p @̘rZF@#Qih@F@@! +HII@ 9& -@!;Dpcֿ@!Pp@0FFj!zc@[g\AI2um#@Yp9T@0E@F@Ɍ@\3E@1ZsQ@A]@ଋv@5LuJUF`9+r@vERAy@az F@'ᰉ@F@(g@n@*G@WH_8@USR F@3?,F^ң^@R .B,>:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@0 zFm􈘹@j A:'/@p F@/7~@F@iT<@ȇI]@0Y+@6p@:K@2?G7 Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@?uNJE V@͑/ AН@@(Q2F@@F@$ +K@%|R@%m@&L@&I +@0ui`bFm􈘹@j A:'/@p F@/7~@F@iT<@ȇI]@0Y+@6p@:K@$?_W!pFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@&fffffg?H4FKP,T@ޙâAj@}<9F@&bs@F@Յ@ +/Z@Hʙ@/02 @ e@6C8X\F5@~SvAy@+~Vl +T@ܱF^@F@ @\A@)([y@~ +@P-@jM,_@1?>7PFssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @.?k(@"Y?GzGrĘEp @wOAƵY""@mjF?GzH@F@*z@*CHL@*WA@* ƪ@)ץ@"333333?L~PF9u$"@۱hA):=A0@õ(LF@"2 @F@g"U@ ;@@ \t@ a:A@!TZ@(? :FQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@4Ա6Fn@|hQA݀r@HST@'K]d@F@6=[d@0Cd@7%:@y{~@@'fffffg?̋ߊ + FOcN@-jWAa\w@qs"F@'`y+@F@3]@;Ψ@P@g0"%@N]x@ffffffNiQF ץl@? A4ۋZ@ŎF@D@F@ 3-@"?E.@!_@"nk'S@"y m?fffffgt_FXT@.ֲ*kkLFdeo @y,AZ=1@1Z6F@-^J82@F@xQ@~I@wc@#[m@-l<@&ffffff4a+FJ) $j@ݶ=^ZA @|sF@(@F@~@B@ 9@w" @c=#@ h@.@ִLFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@1W'Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @3?JF|py$@ܼA4@ Rmq5IRT@7V`W@F@Ar@ĀK@74@0Z)@/voW@4몆FS@iWP9@v!@&? l FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@)333333?GUX\FT _;@ G\+Am@N1WF@))m@F@@I6Us@ R@ ƍ@Є(@3?p FS"@khB(iBP?,=nF@2 <@F@y@%S@<fA@IX#[X@՚H@,ꨇw{$FaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%?zG|?jZEf^q~@A "u@%F?zG{@F@6G! ^@40>@5~@3b@2Ul*T@lᾐFj8@.qAQ=@;F@ڱ@F@ 1ru@"T%ka!@!@"UL@"mil?333334?مOVe~HEtjtH@RA$l@&ΐKF?333333@F@+p"@+A}@+?+"U@*y.@*J&s0@2?vFFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@5x[FmȭMl@=Du54A(!%@#'{4T@!o.@F@y}V@I@iXD@ ;Qd@z 'd@(?{EFQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@333333ݚ@F\m+ @oAB K{@jٙF@JAS@F@ U.@"lYK@!$a@"w)'&d@#].??ȧ- pEܪņ@ (wAx=1@JRr<F?@F@(][@(b(}lÝ@(T%6@(khL@(ʃk@*?t,rpFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@2?<&ftFw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@0"mFm􈘹@j A:'/@p F@/7~@F@iT<@ȇI]@0Y+@6p@:K@ffffffǁF j@QE3YSAFsuY@`F@(ө*0U2@F@}@!N\`K`@ @!uN5@!C@1?STXFq@`_ :A=;@ɤF@0j@F@B/@/l@J G@-@v'@.?aAdFdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@̿P{vk F,p)S @kCA &w@x+F@̧s>@F@c^m=@!{iLf@ $@@!|f@"$HCh@5?rF"<i@ܙ;BfVfC-۪'YF@2[l@F@t4t@H=@&a?MU~%?:@&嘁pO}bFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@2?+ǼFw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@*ؿ^FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp?fffffgV;LE@-Y8AY)"@O C+oF?fTC@F@']u`@('W8@(@(*5ص@(F 8@.5Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@"333333ȪfF9nj|@@۲9qA-qy@FF@"2>B@F@eY@ n@ S+)@ յQk@!Sٍ'??E.@N}yR@)[C4~@) M@)Q:@)Dv@ ?q)oHF0N0*@LAvbj*@zF@Ŋ,@F@+<;@!Kӓ@ @!$.]@!ə'@ 1wς@7|X@ MئNn@ {@C +)F$!7:@Au@mF@"@F@*H@!V C@!<9/@".WW6@"`y/@'UFF*C0@ ,{TA>? @7/$F@Ռ@F@d<@!4QE@!$}t@!3x@"F0@#4bo`F@9.b@iYABҶ@YR\F@#`4@F@f㒛@ /a>'@K(d @ gKչ(@ 3r-@,bFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@.-cCFf#oq@PnAP;dd @+F@.x앿@F@!@F3= fK@moG@c@ˑt5<@0؇t| Fj'Di@ɤA? @QPT@1_o@F@@2Aë@ @ۃj|@8_@㌻YF#F@d˕A.=@E,F@@F@"Fx@$ +kB@#{2@$2@$J‹"H@q ɰFX@ҭL6AӁL{@!-UF@@F@"g}e"@$']Pȵ@#p!@$Lb@$ʣ?񙙙􉳌sE9Bt@i!}A좡|@XM F?񙙙@F@,wIrYn+@,!1Q!/1@,6b@+Lr:@+$!m @,?\+0FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@(?[mFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @(?uxVFQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@?#ܭP +F&wb@}+a(Awu@)dGF@̿n?x@F@8U&,@!j(@!]P~@"rޤ@"zU@?j*F `P@Ԃ_[{AՓ%K7&@MIF@@F@!ua3@#bv @"W@## [@#!@0333333*3IzBFk;!P#@WȍA>;@W/,tF@0jUp@F@ط@bYP@6RW +@S6@$~)@&?"KFK:q@, +t%AnS@F@%np&@F@$[U@ #@@@,"ߍFaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@&?_78FK:q@, +t%AnS@F@%np&@F@$[U@ #@@_?Bi^?f@0LFm􈘹@j A:'/@p F@/7~@F@iT<@ȇI]@0Y+@6p@:K@?Hy@F@7mA؏E@F@}@F@ G} +@"f噁@!׷0@"HJ7Q@#Po@3 JF~-Rs@߂g-AA}Gw@ +)?*T@i D@F@u@H2 @!v0,f[@p@:@3?k F&Il@Ȉj$1)B)dGQ?NTF@2(@F@T58f@ +f#@@3[@IG@333333?l]E[nq@xVAd@N!JluF@333333@F@& vz-@&37>@&ʓt^@'+LU@'Ao@"?*3F;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@ ?<XF3]/@ژRAw٥@1F@ ̖g@F@\(N1@! +J@ 6i9@!>Ƞ?@!5,?@333334?YLw F"Guu@׶2|Aub@ F@3-@F@9@"!3ETh@!@"Pq-'@"k9@%?ޖ cFFJ @\%/A. @=|SF@%3]$@F@J܌a@f[@I&ƨ@u~@ qV@333334?!E/@ݎ"_Ac^]z@NE?F@333333@F@&  8@&8@&Յ@'Bi @'AQm@.?W/Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@333334Q&FXT@$?UhmFDa@ݔ܅3AY*C@8^hRtF@$ʯx_@F@@X@x5he@ AP@ CW@Ϳ!l:@F&wb@}+a(Awu@)dGF@̿n?x@F@8U&,@!j(@!]P~@"rޤ@"zU@&O͆FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@fffffg8p# EɄ{P@ ZYUAQ@OIuF@qm&t@F@&RZ;@'/n@'|ke@'B!@'p/E߉7@333333E[nq@xVAd@N!JluF@333333@F@& vz-@&37>@&ʓt^@'+LU@'Ao@0333333?&Fk;!P#@WȍA>;@W/,tF@0jUp@F@ط@bYP@6RW +@S6@$~)@&?qsqFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@(?@ߺ00FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @5 F %@.B x^({@XF@@F@ q7@슿)@L@S2@HL:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@ ?dzF2tR@pT_AGC@CvN`F@ѢY@F@-N@ ƚt(@ L@ Oz@!iِE@Ϳf o(ECe@/nrAz@%~jF@@F@"s׫@$^ez@$;+@$-@$%`@Bm4F#F@d˕A.=@E,F@@F@"Fx@$ +kB@#{2@$2@$J‹"H@433333?7F(' +x@aܴ1Bvv@ R$T@8Jm3@F@=T@FL%J@.k5@Ÿ䮵@(7@4ĖF0N@i0AnA@ +X6T@!}9Y@F@ uaE@.6;m@ @U5^L@,&@$፱2 FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@*"FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@$c6@FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@333333wnFOvЩ@ӝ]ZAԍZxQ@b@fzF@333333@F@!]o@#y:@#_ m\O@#蛫F@$Fg'"@2fffffgP/Ft>7! @adA2@UT@5K@F@ U@B1aѢ@=F̼@,@ɗbu@$?PFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@333333JBFOvЩ@ӝ]ZAԍZxQ@b@fzF@333333@F@!]o@#y:@#_ m\O@#蛫F@$Fg'"@*?FYj@SRKApLŗ@' 0F@*Q@F@*%ѷ@KG*@WeB@d ~@ + +Ý@0?Ǧt@qFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@5hVxF23)@׵2B@b`T@Ia@F@UNMJ@A.p;C@. 1@Ua@{K@2b [Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@%džpFG65ׁ1@oA%z@rF@.mǤ@F@3O@^xQ@V($;@z K@ 8@333333?XFOvЩ@ӝ]ZAԍZxQ@b@fzF@333333@F@!]o@#y:@#_ m\O@#蛫F@$Fg'"@*?遅6FYj@SRKApLŗ@' 0F@*Q@F@*%ѷ@KG*@WeB@d ~@ + +Ý@0?!B)Fm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@%?χFGqϝu@_i#nAֽ@F@%?) +@F@)na@EK@(З@`Kxx@ aP@2b6_QLFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@&l@PFK:q@, +t%AnS@F@%np&@F@$[U@ #@@F@06;%p@F@H@@5@)@"Ext@,@%o@*t́F Z"@ѹAz:f95*@KS2F@)b-V@F@Vz$@!@!8G_N@!9@"R;w@&HLdFH>B@sAszɞ@tT@&孖@F@9}^@ f@"x@i8@ Dpqv@0&6FZFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@ "4F04@,@!0_Aܨ*@4}F@ :f4@F@=R@!I+)@ P/@!|`RN@!` @&?ɓ$cFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@0 +PiivFP+7@<="A[@ӰxmF@!Zjj@F@f]Q]{@lÍU@^ݼ@By&=@;Ff@cdE =K@ͭUAV3@Q=NQF@8@F@'HUsI@'ý@'WX@'f8y@( H$@&Z;FK:q@, +t%AnS@F@%np&@F@$[U@ #@@@'](D@'5Y@g@'n˹T(@'aEWCW@0bEgX@}qhAS$@tՔF?HӮh]@F@,J-@,J4yj@-s{@+Q@+&S@333333?OZE9E@k:A$H]@,SF@333333@F@#[j@$1Q@$bNU1_@$uy/@%*}$&@,?R9FaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@ǣ!NF*gP@ lzA=Z@@VF(F@mr@F@'}?@!mm@!$<s@!lЊ@"Fgb}`@gkEu@E"A@@Q?F@[@F@'H[@'ݻ@'ӏ@'\왗@( GZ&b@ͿT&k,E*hS,@?@x2Ḁ`H@IZF@@F@%x@&\/t!d@&bBJF@&h"u@&礫mE@YrkqQ@F|6@3e#Aו8Q@e F@@F@ ow(@"@"F.@"z)@#L& S@&?$7FL@ǒ˫A*0@}bFF@& $ p@F@dD_@Y@qw@?@ P|@5,9FDkf[@L׃`Ah5@F@6v @F@xj5@d(@"Y@.?&#%Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@)333333(K|@FU3g<@;A?@?ο#F@)(wN&@F@DI @)=^D@ @f@R_@,?4=FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@*?kmoFYj@SRKApLŗ@' 0F@*Q@F@*%ѷ@KG*@WeB@d ~@ + +Ý@ 333334?!31 +E#$@V:DAкןt@7#k>F@ 333333@F@# A"@%Wuy@% ٴ;@%veE@% H@%^ey6FGqϝu@_i#nAֽ@F@%?) +@F@)na@EK@(З@`Kxx@ aP@0DqF@ 333333@F@# A"@%Wuy@% ٴ;@%veE@% H@3?p瑣f|FS"@khB(iBP?,=nF@2 <@F@y@%S@<fA@IX#[X@՚H@333334?=hF">.}\@׵QҐeAsCӺ@?% +F@3-@F@:Ԯ@"!u@!Z5@"QPW@"p?\(\@9mFXT@"333333?I$F9nj|@@۲9qA-qy@FF@"2>B@F@eY@ n@ S+)@ յQk@!Sٍ'@.fffffg?lYiEFe\mD@:YAxP@$F@.GM3H,@F@ +;c@u2@H>S@iWP9@v!@aKOyFXT@?:GI`Eq@ѫ y]Ap-lO@)a/F@!u@F@"xPo@$' @$Ag#@$'@% 50@$?=&IFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@?%x`F@45g Aוmی@UQvv@F@@F@ P@"~SW@"FɎ׸M@"[;@#Lx@)333333?i"1FU@OQ!@ N9AHжQM@>E$F@)(f:@F@d@%zM)@vy@E+@ß`@4z @F_1k@~A*vxn@3F@(>@F@Uegܝ@g:9@NY@@P/$w@د5@"ώ;aF;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@?VC(E*hS,@?@x2Ḁ`H@IZF@@F@%x@&\/t!d@&bBJF@&h"u@&礫mE@3G+Fڞ)"@3QBy\e@ F@ #̍2@F@ ybٽ@S@ɝ{@;.}@z@(_K@FQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@,HsЛPFaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@!DײF7@CYQcAސ@u+F@!5ڭ` @F@ή@ 3[ @ B4@ SZ{@!y: Z@.˂2 Fdeo @y,AZ=1@1Z6F@-^J82@F@xQ@~I@wc@#[m@-l<@?dـF 0\@ ͪz?A F4P@vщuF@@F@!BH@#%=@#/@#E1l@$1M6@333334?nh`F3t @әj1eAԉ姁P@DfF@333333@F@!띀@#´Aq@#a3`q@#/d@$GSe@1?WFqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@?dF@7mA؏E@F@}@F@ G} +@"f噁@!׷0@"HJ7Q@#Po@*?9FYj@SRKApLŗ@' 0F@*Q@F@*%ѷ@KG*@WeB@d ~@ + +Ý@333333^_ E9E@k:A$H]@,SF@333333@F@#[j@$1Q@$bNU1_@$uy/@%*}$&@*?S_FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@#333334; &F>YT5@g"'A[̱4@ >xF@#2\E@F@LmR@ ^ >@uD@ Tz%@!0)@fffffggX#>mF%5;@DyAԄK"@Ǘt@F@"̴X@#p2@#niV@$ +}ka@$dֱQ3@,^'ʖFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ?333334fE3KKS@Nu4XA`^@AwF?333333@F@(Ol(/@(Vucg@(RlX@(_x~L@(gh@0M&Fj6q |@\ͤrA:gй@Vss#T@0B @F@/@Y-;-@.rEk@@ځ@Ԍh@9R+fFY;쿇@ܑ4AJa@f$$ҐXF@$p*@F@2go@?!@'C٤=@U[@}of@&?xOFK:q@, +t%AnS@F@%np&@F@$[U@ #@@xE%EFgꌽEB@q$<AI XY@ V{fF@$łU5@F@SA +@oh@Y}@ڰWm@&t$@,?H BFaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@ffffff?ӥmF ˽ͯ@f @2Aq-@mYF@fb4~9@F@ s@"?&@!wK[5@"n@"X\ws@333333?I)F-/Z@ُ.A@-֠@iLF@3 +Sy@F@F@!om&i@ j$>@!y@"@ސUB:F#F@d˕A.=@E,F@@F@"Fx@$ +kB@#{2@$2@$J‹"H@.?)G_FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@+?'; F[T~@ߏBA ]@)KT@0]z$L@F@n (@0m@ȘV5]]@dt@Q@skA @,:\,FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@3?$, F^ң^@R .B,>:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@$!m< FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@3FJaFZ%@犤B +_L@^ ~[F@Tj@F@ +@/^@Jx%@Gr(@^^N@>h'0FyfR@(ZiA 24A@nT@?@F@. ĩB@"]VT<@!Gw@"r@#,' /@0h.Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@0?WHFm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@,?8&FaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@$(TFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@63I#FϨt@F OA,4n@ +;0T@[ @F@ '@jr@0w5@ZV@Y@(?d-6ZFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @.`gFdeo @y,AZ=1@1Z6F@-^J82@F@xQ@~I@wc@#[m@-l<@333334?\s&\F"Guu@׶2|Aub@ F@3-@F@9@"!3ETh@!@"Pq-'@"k9@ͿҩlxE3@ǖ<"Aɘj@Q%'*.F@Z}$ @F@&I7@']@'{3@'5$G@'^b@&bםFXT@kHF;os@,N[FAYCc@ zSF@!}@F@!"dI@#̖^@".1O@#HY4@#Sf +@?6E&ʪ9@Kʶ As@%9}yF@@F@"+4n @$Q@#P띀@$vnQK@$p#1O??|TEWI@ヹ-AƩA匏@/GqHF?@F@*qÄ'@*x f&@*=8U@*A'K@)kU?@?LF#F@d˕A.=@E,F@@F@"Fx@$ +kB@#{2@$2@$J‹"H@&ffffff?ݦ6CFKCN'@ޙ6eA%{*@~ SF@&b,R@F@ S@̎x@ru@1\ J%@ _+@(?_U8FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @0@iO25 +Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@ Za:EK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@4a0Fn@~VBU0^.@҃RF@"*LB@F@ +dkd@>C!Un@, $@@"@,BFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@"?bJީ4F8olSe@ۈ:AG+)=@ƾףF@!@F@ ^~@ ӏ@ +<@ C%1u@!d?`!i@ 333334?f EG'@&W7rAйv=@7ll@ѩ*8F@%i;@F@@L^i+@c @\̮@Y'ݱ@$s)LvFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@(=[@FQYlǚ@2MAxD@^^ɜF@)R}@F@UWf@^@?S @3@@=Dts?zG|\H0EuϠ@g AƘj=@ԛŝF?zG{@F@*Wm@*E$@+8&@*br7@@*Z߿@5?tZF"<i@ܙ;BfVfC-۪'YF@2[l@F@t4t@H=@&a?MU~%?:@28fVFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@?{`(Eu@mJA*m@Q;G F@e@F@'Hq<@'y@'dxy@'r9@( V7@0?!Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@ LF2tR@pT_AGC@CvN`F@ѢY@F@-N@ ƚt(@ L@ Oz@!iِE@0?1AFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@3+^#f]Fxfo- =@5 [?AwQT.~@J 8T@/ @F@8/@+@@@S@{ը]@Թg@CF#,PJ @sAڨv\@$&F@_^ F@F@)%W1@!{R@!_@"'@"R#@0}yFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@3?xF^ң^@R .B,>:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A?DEr @: +kA ̦=@3˽F?@F@)9|@(?^@) {r@({Nu"@(ec?333334dFXT@A>F\ZD{U@^vMeAcx@BF@'r2M@F@X2@@94@nyL@ (@B/@+333334PF\@i*UņADi1p@F[\F@+"8\g@F@^@B*@$9@^b@7@?333334ﻵEhDL1G8$@nZlAd5 @I./F?333333@F@/8X@..i@0 @.* q @-E;׾-@2}uFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@,?j!(lFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@fffffg?jEEz@̎atAGM@EDNdF@ffffff@F@%D@&?JY"@&V|@&X{)@&1ɘiu@GWrpFO}뜇@(Av@',1F@V}@F@!?#pC@#5E\z@"@#_w^(@#Kj@0?R,0Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@4ySFy|j@z# Aϓ\h@̪9T@%XOL@F@R<@!"U@! +yt@!#Z@"" @2?THFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@( ju4FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @ ?ԃua0Eui8@=&BBA%qyd@;~F@ @F@$?*@%a@%Xe@%{@&GT@ͶpJXE&ʪ9@Kʶ As@%9}yF@@F@"+4n @$Q@#P띀@$vnQK@$p#1O@Ϳ.vGpE*hS,@?@x2Ḁ`H@IZF@@F@%x@&\/t!d@&bBJF@&h"u@&礫mE@&0~&FKK9oD@]A|j4\>l@ѩ*8F@%i;@F@@L^i+@c @\̮@Y'ݱ@ !c9F0N0*@LAvbj*@zF@Ŋ,@F@+<;@!Kӓ@ @!$.]@! @تJR#@_U@cX1- @ ?HTENtPc@П%ŸAMD0@2LF@ @F@#`Ѝ@%@$4@%4'@%+@333334g^`F3t @әj1eAԉ姁P@DfF@333333@F@!띀@#´Aq@#a3`q@#/d@$GSe@0?ӴLFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@2<9SoF5T@';hwA{B@F/yT@ u g@F@ +9@!"U@!qm&@!P@"a{0@?ۮE*hS,@?@x2Ḁ`H@IZF@@F@%x@&\/t!d@&bBJF@&h"u@&礫mE@ ?݌ @F2HJ-@څ`AA<@7^T}F@ ̞@F@t/@!f%?@ Xܓ@!Iq @!I@5-?HF"0@D%=B! ?B'[F@ 㷕-#O@F?wF@ZP@JK@ՋBH@nh@?u1E*hS,@?@x2Ḁ`H@IZF@@F@%x@&\/t!d@&bBJF@&h"u@&礫mE@ffffff?\bXF ˽ͯ@f @2Aq-@mYF@fb4~9@F@ s@"?&@!wK[5@"n@"X\ws@7?u_F; D@9/BgD( ż-mWF@3;@F@mTEoLp@ +D@;Și?m5 ?QSͥ@)333333:xFT`@ޞfAJ @@FwT@-b@F@đ@BKK@2gZ@a~c[@mh@ %"F@(Aq1@,j^vJF@V}@F@!?*N}]o@#5쟨@" ]@#_ I @#@2 oFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@ޯY'lF#,m9E@׹{^A {Ld@}1"F@CQIw@F@)M{@"r:w]@!-@"6 Ո@"@$>r4tFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@2ݱFt:TW@ހ\QAM@ŽSF@4s@F@|v@U.r@eNc@'𤾽@1+w@1"Fqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@"fffffg?8 F9.p@ڲݶ}TA6$^@1GBF@$yЦv@F@#b @ oA@@ hkf@ n*@!f3zp@2xɷ΄Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT?ͿrEWI@ヹ-AƩA匏@/GqHF?@F@*qÄ'@*x f&@*=8U@*A'K@)kU?@4?r9`Fgͳ@8&B<[쯀?LZF@$0@F?ſ?eq?`?l!?Um??]BEr @: +kA ̦=@3˽F?@F@)9|@(?^@) {r@({Nu"@(ec@333334?sF3t @әj1eAԉ姁P@DfF@333333@F@!띀@#´Aq@#a3`q@#/d@$GSe@ϹF@(Aq1@,j^vJF@V}@F@!?*N}]o@#5쟨@" ]@#_ I @#@.P-(FdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@0&6"Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@+333334?.|F\ I[@hLYAK,'@KmF@+"R@F@HN" @" +_@d>R@z@\̦q@Ϳ,U FXT@"?S!>yF8jيxF@ې! +Aœ@ͰF@!Y3@F@7@ v @ %8K@ 1Π@!^5e#@,?*˔FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@'=_YF1;@8A؎,`N@G٣F@}@F@ GH@"g +Վ@!o @"5@#q??[8Eܪņ@ (wAx=1@JRr<F?@F@(][@(b(}lÝ@(T%6@(khL@(ʃk@ +=p &}O{E} @`uAANea@E]+GF@ +=p +@F@$@&!)@%O@&;{@&z,@h@)tYżFVȠ|@UAZS@50™F@)v@F@SCNc@|m@v.Q%u@gaZ@wod@?X,E V@͑/ AН@@(Q2F@@F@$ +K@%|R@%m@&L@&I +@?x2E*hS,@?@x2Ḁ`H@IZF@@F@%x@&\/t!d@&bBJF@&h"u@&礫mE@?"Z.F+Z5(K@?v1AxܜS@ޭyF@}wl@F@`@!C?ϕ@!P@!{@"6D@2?K6@Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@?;IF#F@d˕A.=@E,F@@F@"Fx@$ +kB@#{2@$2@$J‹"H@&ZMFK:q@, +t%AnS@F@%np&@F@$[U@ #@@ə'@ 1wς@7|X@ MئNn@ {@2V`Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@)333333?~LFT _;@ G\+Am@N1WF@))m@F@@I6Us@ R@ ƍ@Є(@?0F1;@8A؎,`N@G٣F@}@F@ GH@"g +Վ@!o @"5@#q@&?խyFHS~@uA8@T@)H˒@F@uլg@ bz@NG@6l'x@ e>u@q' EZ@ѯ䂏Amd @)ufF@@F@"x^@$|@$AA@$ok+@%ȑ{@5+Fd2 +@༆A>t:9X@ FB8T@u:>@F@} ?@U8K@Xo@ə'@ 1wς@7|X@ MئNn@ {@ 333334?5FfEE#$@V:DAкןt@7#k>F@ 333333@F@# A"@%Wuy@% ٴ;@%veE@% H@2?2EtFw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@0Ϳ8R-@FobmlH&@*lmd(@F@?4w8K@ 7@ rai@!% {_@!I@6?\FsXqp@;6SɸBfB}1죴 BF@3R},|@F@ ?k@Ru@e}X?~ ?X +@1?~ 8Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @?R) HF$!7:@Au@mF@"@F@*H@!V C@!<9/@".WW6@"`y/@0C,jFT5J@ړNYArA@s3F@"vz@F@ΏV!@Q@ׯ@ N@Qё@ffffff7gcvF }=+I@JUeSAR^B@XF@ffffff@F@!st@#y<7Z @#:@|EW@#:@$KX?陙K .Eb,=7@\AWMc@cc@F@c^m=@!{iLf@ $@@!|f@"$HCh@"?Չ̰^@F;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@?WSF+Z5(K@?v1AxܜS@ޭyF@}wl@F@`@!C?ϕ@!P@!{@"6D@6 FLC@*U(>AמM@1" +F@.8!@F@ lF@"RLFg@"FB/@";@#Kg@,?00FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@!?_g{0F4/0@ھ2Aݬ<|@ݓF@ 0j+@F@;e[@ mttx@ zjN;@!1+ס(@!LW@4?OF5j@ٻ*5B@zb@idF@"r.4@F@ -@@g@-@j @ kP F06u@ٞ5GA@N@6F@ ެ!G@F@o@!@e@ V_C@!sX@!|3@ @g(F2tR@pT_AGC@CvN`F@ѢY@F@-N@ ƚt(@ L@ Oz@!iِE?Ϳe1TEWI@ヹ-AƩA匏@/GqHF?@F@*qÄ'@*x f&@*=8U@*A'K@)kU?@3)X}`F^ң^@R .B,>:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@ͿiZ5_E;`@+%y̪AI˳@%(F@,Me@F@"@$^9'B@$UUȚ@$ct@$سR?333334˪)F~;E_p@SwAaR@Ati.F?333333@F@(ɓ@(.ͽ@(@(9bG@(ʮ @;.\Eřa@fg.\jA$=F +@QC;F@@F@&*V5@'fɽr&@'>d)+@'y;@'ޮV@3S F{$@֓,B +]3@'F@,_@F@ +z;@٪Vs:@)U@,>~@Q@"?DĻF;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@&U@FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@#333333}JF?+^l@w0ДAK21@nFJF@#28Td@F@UZ=̞@ Nާx$ @HD@ W܍q@!q@4|F|~>x@B;yl AE@.ST@LW@F@cTy@"5F@!e~l@"xc= @#{`@'X@FL:Y@ޮ*/7?A.;Ț@gT@'VC@F@qe*=@$ +@{L2@ODH@ L*O@2?F^Fw^ogS@pб5A@ أ }F@1 c@F@M1@mA@W~@7:wY@:iq@%`(8FEF@ܠ=\PAǤ@@Q\T@'@F@](O@R%!@?$y@@ b,c@#333334? BF>YT5@g"'A[̱4@ >xF@#2\E@F@LmR@ ^ >@uD@ Tz%@!0)@fffffgo @Ez@̎atAGM@EDNdF@ffffff@F@%D@&?JY"@&V|@&X{)@&1ɘiu@5' jF&-@2bsBB~tH@1LF@Ց@F@W@ 6@ ysh'@IBv@Y@&fffffg?4(FKP,T@ޙâAj@}<9F@&bs@F@Յ@ +/Z@Hʙ@/02 @ e@2FXT@#wFp־;@ҧg#AӃfl@!0 F@Iאu@F@"i/Ue@$(TK`@#̏M@$M@$@ ?MZDEK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@ ?:0EK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@.#KFf-V'@FA_ݢs@F@.x#@F@Ҝ6@B_ @2 X4@/u@[>@*FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@)333333_ϚFXT@P>uEU@ѥg>A|}4fL@)jfFF@#w@F@"y@$ϝ5@$@u1@$K @% G(@$?{Τ#w8FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@1? +UFqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@(߭@FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @.ͤlu]@FdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@.?UdFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@1pF[R@.EvA$[ @cL4yF@$D(M@F@)Z@t~8@gxU!@k@Ӥ"8@2ffffg[NUFXT@9(Fn5qj@؊/ŕAøLy։@ 0{&3F@#"?@F@r/@U5@E@3@!&}@#@1~ٜHFq|V@so#~AzVKk|b@qT@2_@F@D@ +{@c?@R@f@ ?t"F0N0*@LAvbj*@zF@Ŋ,@F@+<;@!Kӓ@ @!$.]@!qAhULG@*QɉĺF@@F@"Bi@$o7@$CUY@$fW@%ƷCh@.?.FdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@2ZVFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT?333334?[E3KKS@Nu4XA`^@AwF?333333@F@(Ol(/@(Vucg@(RlX@(_x~L@(gh@ ?hn@F0N0*@LAvbj*@zF@Ŋ,@F@+<;@!Kӓ@ @!$.]@!s@cBd5A3@fmP- @تJR#@_U@cX1- ?ͿoDEܪņ@ (wAx=1@JRr<F?@F@(][@(b(}lÝ@(T%6@(khL@(ʃk@2%uFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@4PFOɤ@$%HB9@ F@"#d3@F@ +j_" @6@'b.@Yo"@P9@?,[E@q@ѮC Akâ@):hF@@F@"ߕ@$35@$BiH/1@$"}`@%{@.lF @Ff-V'@FA_ݢs@F@.x#@F@Ҝ6@B_ @2 X4@/u@[>@?%lzF#_P@ՓqևA(@u랷F@F@F@ dxE0@"#c/ @"I%Q'@# T̂h@#>L@'6\FL9 @ޑҡeA S@XT@''gM@F@l_6R@@u\ X@ œ@ 1^4b@#Ϳ>-FA+Ū@[P7Aq!#ϧ@\Jk+F@#`(^@F@8Vu@ rjb@PyN@ Rp"u@ Ԝ11 @7in"Fк?@۝EvB +(5@s ST@!OX7@F@.L1"@'(+@*I@)={@q @$? +ϊFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@( DZg{FQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@20ҮRFT˯C!@]DBAJHp@)\4#"F@"Ů1@F@\d\@w@Z j @v@jٯ@0WFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@ ?<PEK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@fffffg?=$UEz@̎atAGM@EDNdF@ffffff@F@%D@&?JY"@&V|@&X{)@&1ɘiu@!8b;F6IY'@fbAޡx@RcPF@!M@F@ׁV@ W&aN@ K@t@!Ⱥn@!d@2?HLYFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@1?>S]NFqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@4?ÿ|XFh:;:@;ñuB@@rQF@#6g@F@w@GFq[@ =&H@C @@+{V@0?Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@2ffffg? ;nQ-XFyn@٫^!AJ@A+il@Ge(KqF@"CA0@F@eo5@š:@/@WO@|V@,PFaE8W@ݪ*&>A@b[@ ojF@+{@F@0-ě@T3ۛ@5q@W*]@̀u??JJEM7b@: +kA ̦=@3˽F?@F@)9|@(?^@) {r@({Nu"@(ec@,Ϳl FXT@ e1TF049tB"@e5?ASX%@׍^F@ 8@F@]N"@!;L@ }yP@!n;^@!@?: ޥF1;@8A؎,`N@G٣F@}@F@ GH@"g +Վ@!o @"5@#q@$Ϳ؛FDa@ݔ܅3AY*C@8^hRtF@$ʯx_@F@@X@x5he@ AP@ CW@$?ج FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@0?sFm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@2?*Fw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@&?[odFK:q@, +t%AnS@F@%np&@F@$[U@ #@@A@b[@ ojF@+{@F@0-ě@T3ۛ@5q@W*]@̀u@1?]tFssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @0?:(:Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@3?``m7F^ң^@R .B,>:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@+ xF[Do%@T!gvAiq,@{rZF@*f@F@ȡ@!Ői@n%@})j@0Y9@q14F+Z5(K@?v1AxܜS@ޭyF@}wl@F@`@!C?ϕ@!P@!{@"6D?333334TJC4PEtjtH@RA$l@&ΐKF?333333@F@+p"@+A}@+?+"U@*y.@*J&s0@?,ݔF&;t@s$6AhܶB<@?F@J@F@AsV@!u* @!a !4@" l@"~+!<@4?u:z(Fe>x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ@2pbq Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@2?nz)1Ft&g~@ۚD51 AvO,i@?{F@:Zc@F@h@B>@j&@?R0@:Gl@ ?02ENtPc@П%ŸAMD0@2LF@ @F@#`Ѝ@%@$4@%4'@%+?񙙙?ض"]/E9Bt@i!}A좡|@XM F?񙙙@F@,wIrYn+@,!1Q!/1@,6b@+Lr:@+$!m @0޴mcʓFm􈘹@j A:'/@p F@/7~@F@iT<@ȇI]@0Y+@6p@:K@*""FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@.fffffg@d FXT@&?F68FL@ǒ˫A*0@}bFF@& $ p@F@dD_@Y@qw@?@ P|@2lhhFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@'fffffg*fFOcN@-jWAa\w@qs"F@'`y+@F@3]@;Ψ@P@g0"%@N]x@0?t$ktFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@,Q.wF_pצ9@9,DA:TF2@O'5T@-i@F@A@@p$U@m@@xD@"SSvn0F;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@fffffg?I?Ez@̎atAGM@EDNdF@ffffff@F@%D@&?JY"@&V|@&X{)@&1ɘiu@.?Ǵ :Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@1?R Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @0?{=`Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@.V2Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@#333333F?g@w0GEOAJ'gM@E+!xF@#29>@F@:.ͅ@ OJ̼@$>N*@ ÏL@!d@3:FGB4Z@W={LSB5$z8?5\@^@j@ 333334v%EG'@&W7rAйv=@7lF@1Ӯh]@F@V*G@u@_@G@HT@ +ffffff+73zE:{!n@ϔp%AqP_@9S;`F@ +ffffff@F@$w9@%z@%2@%$@%g=ʙ=@*xFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@1?aiFqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@.?]Z}_Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@2ɈFu B@ކ֩o~AO8v<@N{T@3wpy@F@xֶ@E1@< N([@% 4t?@/:~,@$ffffff?HlFC9[@OvڇA 5@%gZF@$d1@F@f6i@he9u@֦Ju@ /W@ !@0?*hNPFm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@Ϳjwq&F `P@Ԃ_[{AՓ%K7&@MIF@@F@!ua3@#bv @"W@## [@#!@2?A 7Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@333333?ȐFP} L@ӝΐAԎ"Y{@W1F@333333@F@!t3@# %@#_F@#%i=@$FQ,OB@ Ŵ}EK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@,?@HlFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@(ČFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @?gF$!7:@Au@mF@"@F@*H@!V C@!<9/@".WW6@"`y/@%?HZFGqϝu@_i#nAֽ@F@%?) +@F@)na@EK@(З@`Kxx@ aP@ ?uF0/h@˽Aܢ?)@ەEjF@ 78'@F@;w\@!Jڤ@ G@!}794@!ݴ[@"333333wF9nj|@@۲9qA-qy@FF@"2>B@F@eY@ n@ S+)@ յQk@!Sٍ'@4?2QFvঈ@afBGA +@8evF@#B>P@F@>};@  [1 b@ A@ /#q@E@333333bG&I)E9E@k:A$H]@,SF@333333@F@#[j@$1Q@$bNU1_@$uy/@%*}$&@$?ϣ.9FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru?陙K^Eb,YA2@\AWMc@ccF@1Ӯh]@F@V*G@u@_@G@HT@"?պF8olSe@ۈ:AG+)=@ƾףF@!@F@ ^~@ ӏ@ +<@ C%1u@!d?`!i@,CF@ 333333@F@# A"@%Wuy@% ٴ;@%veE@% H@0?[ܾ8Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@(?'FFQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@333333cIFP} L@ӝΐAԎ"Y{@W1F@333333@F@!t3@# %@#_F@#%i=@$FQ,OB?zG|ȫFEf^q~@A "u@%F?zG{@F@6G! ^@40>@5~@3b@2Ul*T@2?5_Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@.?9M&RFdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@,?iFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@?d2+8F_HC@@*E(A׉w@F@6dw@F@ k]@"B@"Jϊ@"7x@#Ou<@%?ZzFE]N\@ݹoģ!A(Z@RF@$[@F@ux(/@ZRF@mܪ7@o@ _P]G@>"}aF`zb@BAhf1@ ,`hF@"灄@F@2@ЪtG@H0@;WUNY@7خi6 @,?F@1Ӯh]@F@V*G@u@_@G@HT@1?Fqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-??\E.@N}yR@)[C4~@) M@)Q:@)Dv@(φ]FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- ?zG|󗍽Fj8@.qAQ=@;F@ڱ@F@ 1ru@"T%ka!@!@"UL@"mil@#333333SHņF?+^l@w0ДAK21@nFJF@#28Td@F@UZ=̞@ Nާx$ @HD@ W܍q@!q@0?'aAdFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@*8&FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@*$f^FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@#333334?3F>YT5@g"'A[̱4@ >xF@#2\E@F@LmR@ ^ >@uD@ Tz%@!0)@ ̏yrF/Ȗo7@AFHde@RDF@π3r@F@ ؄d@!V^`/C@ D@!ԣ@"x@4?@+F3Sտ@ yB˂U•@$Ԍg)@$R#@$!bz@%F/@+MfD|F[R鼍-@i';A4@6NxT@,@F@s d@Bg@`#g@Frqh@G,@6jDFzo@|AN"H@frQF?nY!@F@#]h@%̶p@%?)-@%ĵD@&vatq@(w0ROFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @?AbZE<@{oAL@QRuzF@@F@'H#q@'DutQ@'$N*8@' +@( E@ffffff?q[8F }=+I@JUeSAR^B@XF@ffffff@F@!st@#y<7Z @#:@|EW@#:@$KX@333333tcF-/Z@ُ.A@-֠@iLF@3 +Sy@F@F@!om&i@ j$>@!y@"@,ITFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@5ց=(RP@ + +˝ b@wbzٻ@ ++p@ ^%7@, -FXT?Ϳ;EWI@ヹ-AƩA匏@/GqHF?@F@*qÄ'@*x f&@*=8U@*A'K@)kU?@.?>+eFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@ ?1Eui8@=&BBA%qyd@;~F@ @F@$?*@%a@%Xe@%{@&GT@333333?,AlE9E@k:A$H]@,SF@333333@F@#[j@$1Q@$bNU1_@$uy/@%*}$&@4ދFc- R@V"GAb@@lg4iF@%=ulv@F@ w@)8@R23@ȍ|@5bC@,Ϳ0Fa3(@gƒ@AVhIa@ЌmF@,E#N@F@`Hn@/2@$[bu@#ʩ)@E@,լUgT FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@*?=ADhFYj@SRKApLŗ@' 0F@*Q@F@*%ѷ@KG*@WeB@d ~@ + +Ý@J= E/*`@8CA˵Tbg@M 6EF@@F@%S +g@&ỉt@&U +ݥ*@&Ƽ@')f >'@8CzFjݵb3@ڍ +(AlT@ ]o{ʼnF@''d9@F@q^`@]eu@R!l߇@Øsni@4T@ ̿D Z EHA# @О: sAL%hl@2 mF@ @F@#D y@%0+D@$uB&@%5CEs@%d8 @"?Z%pXF7csZC@wgfyAާ{@b[$F@!m@F@@ ̉3|@ 7eSI@ @/@!oR7@,?L CFa4tU@BfAűV\@ξPF@,*1@F@/@+;-@hs@@\C@Ϳ^-jF#'@Ջ2mA޲"@F@K@F@ ׫@"QE$@"lXX@#r?+@#7꒸@!e*F5~@-fDA;&^$@;;F@ <@F@fկh@ }Q @ r/J@ IA耻@!$5p;@DFa3@{AA@d_A#F@'BY@F@n@NhWD@`Ģ@Q@Ky +@(?SٲhFQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv? ;EwT2@N}yR@)[C4~@) M@)Q:@)Dv@?q8Eřa@fg.\jA$=F +@QC;F@@F@&*V5@'fɽr&@'>d)+@'y;@'ޮV@25WFFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@$@@TLFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@333333?t e:E[nq@xVAd@N!JluF@333333@F@& vz-@&37>@&ʓt^@'+LU@'Ao@ : ]F11Fk@~4A!@LF@ѷY@F@%Uֈ:@ @ Vg@!4o8@!tvic@ 󿚷wF2tR@pT_AGC@CvN`F@ѢY@F@-N@ ƚt(@ L@ Oz@!iِE@4B4FtS8$/@<)qKAg 7@ W5#4F@$@F@A~8Q@m!g@t'z@i@k^V+@6'TF2@¢B$T?tcF@!6&-@F? A'UO@s}j8}@/+&j;@ @V!@ܛ$@? BbF;os@,N[FAYCc@ zSF@!}@F@!"dI@#̖^@".1O@#HY4@#Sf +@3 8FDH[@A?@ t1EF@#b@F@!A@X@o.`@[r-@ )Q-@? 6$ݥF*C0@ ,{TA>? @7/$F@Ռ@F@d<@!4QE@!$}t@!3x@"F0@(鰪DFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- ?񙙙n-<E9Bt@i!}A좡|@XM F?񙙙@F@,wIrYn+@,!1Q!/1@,6b@+Lr:@+$!m @"??tF7csZC@wgfyAާ{@b[$F@!m@F@@ ̉3|@ 7eSI@ @/@!oR7@$?LOZ<0FDa@ݔ܅3AY*C@8^hRtF@$ʯx_@F@@X@x5he@ AP@ CW@}MEa`F@(Aq1@,j^vJF@V}@F@!?*N}]o@#5쟨@" ]@#_ I @#@2$zjF;GW@܌8AQA} @5.F@ +OB@F@7P@ ]@ .I@ ˢ@!Ol@3F;os@,N[FAYCc@ zSF@!}@F@!"dI@#̖^@".1O@#HY4@#Sf +@0 &Fm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@9qVFa sC@ܡ5ALr @nm/pF@%M@$>@F@#*@ Q6B@O_@vdk=8@wmT"@&ffffff: FKCN'@ޙ6eA%{*@~ SF@&b,R@F@ S@̎x@ru@1\ J%@ _+@ +=p zJE} @`uAANea@E]+GF@ +=p +@F@$@&!)@%O@&;{@&z,@h@(bqt@FQ_'ы/@[,^AxL^ @]:3-F@)b@F@6kC-@%V^@!w@+f~Xg@83@2FNZ Fwǣc'@d;iA5v%@ ןk7F@1L@F@Q$hH@pOz_Z@Z(iB@kj@Х@&?)ԜFL@ǒ˫A*0@}bFF@& $ p@F@dD_@Y@qw@?@ P|@0k fFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@fffffg?ם6ӷF+@5:Aq"L@6whF@fJ3@F@7,k$@!K@!"K @!3rDž@"8ґC@fffffg?Z dFߴE.@`,h›A֗MOq@ $X F@ff#J@F@! rKC@# t4`@"q @#4I@#P8\@#333333?V[>F?+^l@w0ДAK21@nFJF@#28Td@F@UZ=̞@ Nާx$ @HD@ W܍q@!q@eQF(G@"HAׯȚ>@9e/F@4xL{@F@ ;}2@"(@"E#?U&f@"CEC۰@#IX/@?|Ұ!@F*C0@ ,{TA>? @7/$F@Ռ@F@d<@!4QE@!$}t@!3x@"F0@1fD_ېFqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@uK F+N@GA"}6@K(Y F@@F@"F O@$ 9A@#3X@$3D@$U7O@.̿C3](FXT@, +4VFaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@)333333?gd" FTmS@޾z0A!@B0zT@-nwp@F@S@qRX@ӰN@ip9@vM>@1?ͨHFqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@?溤r@DF+ٌ@*hA׊*@H%F@6dw@F@ "?@"k@"J\ i@"@#OY% +@4?=HFe>x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ?333334OLEhDL1G8$@nZlAd5 @I./F?333333@F@/8X@..i@0 @.* q @-E;׾-@1=fFssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @,?$RPFa//C@ਝT|A f@u{uF@,v @F@ `@a>@495s@؈'.o@P6N@,?j%TFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@!F5~@-fDA;&^$@;;F@ <@F@fկh@ }Q @ r/J@ IA耻@!$5p;?zG|Q^Ef^q~@A "u@%F?zG{@F@6G! ^@40>@5~@3b@2Ul*T@2?HʣbLFw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@)333333?{zb@FU@OQ!@ N9AHжQM@>E$F@)(f:@F@d@%zM)@vy@E+@ß`@? +eE V@͑/ AН@@(Q2F@@F@$ +K@%|R@%m@&L@&I +@1?dWLFq_#v@VA,j@xf>F@06;%p@F@H@@5@)@"Ext@,@%o@ݏWGF$!7:@Au@mF@"@F@*H@!V C@!<9/@".WW6@"`y/@,GrdFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@7qFrf x@AC:@ 4sö:F@%X $ p@F@0Ƚl^@ub @PK@I@mQw@?юF@45g Aוmی@UQvv@F@@F@ P@"~SW@"FɎ׸M@"[;@#Lx@*p[8FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@?>fˇEřa@fg.\jA$=F +@QC;F@@F@&*V5@'fɽr&@'>d)+@'y;@'ޮV@*6!HFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@0?=~v,Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@'?#FPV>s@cBd5A3@fmP- @تJR#@_U@cX1- @ ?_¾F2@چ YADߓ@B9F@ ̞#l@F@sv@!`u@ +n8@!Il@!L7K\@1?NZFqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@(?gLnFQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@333333?TlHE[nq@xVAd@N!JluF@333333@F@& vz-@&37>@&ʓt^@'+LU@'Ao@5?SLF"<i@ܙ;BfVfC-۪'YF@2[l@F@t4t@H=@&a?MU~%?:@1%)ޚFqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@ffffff F }=+I@JUeSAR^B@XF@ffffff@F@!st@#y<7Z @#:@|EW@#:@$KX@#."xEu@2NCAߦ@Q8vQuF@.`@F@'Ht7PN@' Ëp@'@' +@( _.`@fffffge=EɄ{P@#ۈAcۢ@P kF@h~8@F@&Reh0@'01Om@'U8o@'Cz@'p4U@ ?І[`EK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@Ϳik3E;`@$mA 1 +B@%5FHF@ @F@"@$\ik@$޻Է@$Χ@$ֱd&@? PŀF$G0?@$Nr1A1o@dF@@F@L4@!['@!;@"'Ų@"aV@.!PEFXT@? 2E V@͑/ AН@@(Q2F@@F@$ +K@%|R@%m@&L@&I +@$?X_kFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@fffffg"֨E۱@( A݉)"J@.1F@ffffff@F@#>kw@$Դn@$=7@$J@%F @0?(1'8Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@?B.dE@q@ѮC Akâ@):hF@@F@"ߕ@$35@$BiH/1@$"}`@%{@?leF`F;os@,N[FAYCc@ zSF@!}@F@!"dI@#̖^@".1O@#HY4@#Sf +@ffffffhЭFF VKPmh@Eo&ANV:@oу`F@ffffff@F@!ϫT@#{Űuo@#0l@# )&PG@$V6Q@!YVLDfF5~@-fDA;&^$@;;F@ <@F@fկh@ }Q @ r/J@ IA耻@!$5p;@2fffffg?t`Ft:bY@\-CAlS|-^@!T@5Jm@F@y7B[@:W+@$Q@ïz@W@333334??E/@ݎ"_Ac^]z@NE?F@333333@F@&  8@&8@&Յ@'Bi @'AQm@2/BFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@4?t{Fe>x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ@"ꌭ&F8lV@ۈ&$A/ @S.1F@!!@F@o^jl@ @ +ƟP@ W@!dmj@ ?shF0N0*@LAvbj*@zF@Ŋ,@F@+<;@!Kӓ@ @!$.]@!FaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@4?0t9Fe>x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ@+VбF[Do%@T!gvAiq,@{rZF@*f@F@ȡ@!Ői@n%@})j@0Y9@17YpFq_#v@VA,j@xf>F@06;%p@F@H@@5@)@"Ext@,@%o@&fffffg?ާFKP,T@ޙâAj@}<9F@&bs@F@Յ@ +/Z@Hʙ@/02 @ e@&ffffff?b?rFKCN'@ޙ6eA%{*@~ SF@&b,R@F@ S@̎x@ru@1\ J%@ _+@.͈AFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@ ̿3vf`EHA# @О: sAL%hl@2 mF@ @F@#D y@%0+D@$uB&@%5CEs@%d8 @0OE[:Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@˯E<@{oAL@QRuzF@@F@'H#q@'DutQ@'$N*8@' +@( E@?a-$Fp@%yF}UAԞe1@OnF@\e@x@F@"Qv,@$z@#;n@$'s@$}ν<@(?wڒFQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@?G@F#_P@ՓqևA(@u랷F@F@F@ dxE0@"#c/ @"I%Q'@# T̂h@#>L@ 333334?D +EG'@&W7rAйv=@7l @تJR#@_U@cX1- @1ϊFX@ҭL6AӁL{@!-UF@@F@"g}e"@$']Pȵ@#p!@$Lb@$ʣ?fffffgaSuRE`@pAP֌@Y;F?ffffff@F@*#`@)z@*M@)?@)ᴋ?陙?_{lbEb,YA2@\AWMc@cc?333334?: .EhDL1G8$@nZlAd5 @I./F?333333@F@/8X@..i@0 @.* q @-E;׾-@0333333?zYFk;!P#@WȍA>;@W/,tF@0jUp@F@ط@bYP@6RW +@S6@$~)@ Ϳ! V"1FXT@(?`RrnFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @(КZehFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @0?P|Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@7Y[FU3'%@ܾXAsF)@_(rF@'7Kƨ@F@2@:*X@"\@PK@B:/@+3333343ԡFXT@333333?mFOvЩ@ӝ]ZAԍZxQ@b@fzF@333333@F@!]o@#y:@#_ m\O@#蛫F@$Fg'"@$ +On FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@4bIwFMqt@ !%B ? @q'*F@"|0#@F@#T!@5;1@>?⢉@cnyP@s:E@ 3^sF 0\@ ͪz?A F4P@vщuF@@F@!BH@#%=@#/@#E1l@$1M6@& + |FKK9oD@]A|j4\>l@ѩ*8F@%i;@F@@L^i+@c @\̮@Y'ݱ@?%ԿhF 0\@ ͪz?A F4P@vщuF@@F@!BH@#%=@#/@#E1l@$1M6@ffffff'9EA@ʬlCgATg0@K;%(F@ffffff@F@%ay@&Gs@&{$f @&*\L@&.}@.:Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@3GhA&Fp@D]hAٴ @ -AiF@!ȴ9X@F@]_-7@)3)@`Gw@?{@K=@(dQFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @6ȥ2@FJ@VZ6B+B-cW?#FrF@",1&y@F?~@@I+@xFq@\>R@!L<\F6f^v@oA$JR:@QF@0?@F@#@Kժ@f l@ n5bD@ ?8?@0^? FXT@,?/FaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@3333333} FXT@6?bUYF PmFa@g-B2ʾ`x?Kߠ7F@"7+j@F?c".?} +?c#?J@*@00@1?u0Fqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@ Ks"F04@,@Տ`XAetY@/EF@-p{@F@ż!,@ hw@;o@ 1Ҍ@ I>N @((ՀFQ9I@wt)'*DA"͛@Z&3F@'b@F@ܭ@(ε.A@E@D%@S#U@ ;F/Ȗo7@AFHde@RDF@π3r@F@ ؄d@!V^`/C@ D@!ԣ@"x@&?c,aFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y??ͥ`EM7b@: +kA ̦=@3˽F?@F@)9|@(?^@) {r@({Nu"@(ec@'fffffgYЀFOcN@-jWAa\w@qs"F@'`y+@F@3]@;Ψ@P@g0"%@N]x@ ̿t &EHA# @О: sAL%hl@2 mF@ @F@#D y@%0+D@$uB&@%5CEs@%d8 @, +LF5X%m* @6A'ޕ@ 1Uu-F@ ҉@F@o |@ }B@ N?@ 6*@!#[~@$#{U$lFAG Z@ʍIZөA' +2h@^YPT@$ߏG0@@F@#o, @ >(@w8|@ F3@ Ō?*Er @: +kA ̦=@3˽F?@F@)9|@(?^@) {r@({Nu"@(ec@+攊jdF[Tؗ@]I8Ajpc+@5;T@-@F@o` @<0f@0F@/U@ĎJ!F@1?@YFssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @1!`Fqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@?ImFO}뜇@(Av@',1F@V}@F@!?#pC@#5E\z@"@#_w^(@#Kj@̿ gF,p)S @kCA &w@x+F@̧s>@F@c^m=@!{iLf@ $@@!|f@"$HCh@$.lq+FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@0O9,b`Fm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@&9PFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@2껝 +Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@3?\FS"@khB(iBP?,=nF@2 <@F@y@%S@<fA@IX#[X@՚H@}(FXT@$?j8#FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@0?/Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@ +_\F,K@ҬZ{AࣈE@ wF@%V@F@ CS?@!~ Y@!xrb@! 75@"S7%a@ ?UarHEHA# @О: sAL%hl@2 mF@ @F@#D y@%0+D@$uB&@%5CEs@%d8 @4 DLz0Fr#@{6sUA</@ +FMT@!˧2P@F@ tVQ%@`@%s@O]5@b@6x a+} FDg@vFB 8<>?#P0F@!1;.^@F?L@$k|c@_v<@9]0@ {֦{*@6?ĩG,FsXqp@;6SɸBfB}1죴 BF@3R},|@F@ ?k@Ru@e}X?~ ?X +@.X^EJj @d ~AŤi @s5F?Wx-8G@F@,QX@,vlh=@-K}'@+-@+O})m??&&NE.@N}yR@)[C4~@) M@)Q:@)Dv@?zdE*hS,@?@x2Ḁ`H@IZF@@F@%x@&\/t!d@&bBJF@&h"u@&礫mE@ffffff?]F }=+I@JUeSAR^B@XF@ffffff@F@!st@#y<7Z @#:@|EW@#:@$KX@?8%`Eo@-,_rAŠ@@F@@F@${"[@%.n@%*@&E/@&I@ ?ID@F/Ȗo7@AFHde@RDF@π3r@F@ ؄d@!V^`/C@ D@!ԣ@"x@!fcF6Jf8;/@0Aެ`@qӲF@!r@F@/)F C@ mgq^@ Jh=@!@!~c^cM@ffffff?sLFg:@_5A֖Q@ + 4uF@ff#J@F@! X$@# P0@"Է@#42~[@#@@̿j>OF,p)S @kCA &w@x+F@̧s>@F@c^m=@!{iLf@ $@@!|f@"$HCh@3?ݔ0F|nV@(2A5c@ ZO xT@7!3]$E@F@RR +{u@'+2I@7@=ÛP@:Ax7@-h2ST@(@F@kת@@sz@%\@ +Zk@3Y,fF kW@Br56@1F@ ŗN@F@4@'@ Iw*]@`ڸ @Px@ffffff?AF VKPmh@Eo&ANV:@oу`F@ffffff@F@!ϫT@#{Űuo@#0l@# )&PG@$V6Q@433333w~FU7x@6JAaCҺc@ )M-T@7"&r@F@^ayw@`3Fc@G@3 yW@(LH%@-ffffff !W2FXT@ffffff?J{ Fg:@_5A֖Q@ + 4uF@ff#J@F@! X$@# P0@"Է@#42~[@#@@K F 0\@ ͪz?A F4P@vщuF@@F@!BH@#%=@#/@#E1l@$1M6@2{~Fw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@5kF8Aki@Ɍv3B/ &i'G?2>F@!!R@F?~ @Q<@c/\@F@[@ ?F~F/Ȗo7@AFHde@RDF@π3r@F@ ؄d@!V^`/C@ D@!ԣ@"x@7d8NF9ФF@liDFBB_5@C<lF@"M>@F@̦J @ +5@؍T_@ 6l@ p`@3?sJ4FS"@khB(iBP?,=nF@2 <@F@y@%S@<fA@IX#[X@՚H@333334NڬF""e-^@. Aلav@o;F@3-+5r@F@6jT@""@! 3,@"LuI@"/K@3?<]BF^ң^@R .B,>:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@+?סpF[Do%@T!gvAiq,@{rZF@*f@F@ȡ@!Ői@n%@})j@0Y9@(?pGFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @0FNFm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@5'5oFp0gP@궐Ag}n@ rS@iWP9@v!@3?M FS"@khB(iBP?,=nF@2 <@F@y@%S@<fA@IX#[X@՚H@(?鱀;- FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @6?LFX-^i@27B`YIÌ"F@"8Y@F@g @~%n@ +#??Rd& @5?eۏ6F@_?Bi^?f@*?j7FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp?333334?0E3KKS@Nu4XA`^@AwF?333333@F@(Ol(/@(Vucg@(RlX@(_x~L@(gh@)333333OIFT!)΄@ޥckHA@A| + T@-K%@F@d@q1@͞@c!h @od;@, 0FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@ h"^FF2tR@pT_AGC@CvN`F@ѢY@F@-N@ ƚt(@ L@ Oz@!iِE@$?DC5FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@Ϳ8D?xECe@/nrAz@%~jF@@F@"s׫@$^ez@$;+@$-@$%`@?嵘F,@TMJϤAj|#@peF@y1D@F@ Q"@"\H@"UU%@R@"@#Y +`@?F&wb@}+a(Awu@)dGF@̿n?x@F@8U&,@!j(@!]P~@"rޤ@"zU@(?܌0FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @0?n )Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@&ͿŦFLX}@ބQWj]AB@z\p4T@'zxl"h@F@V4ӵ|@~@^9 @poJ@H@3'F^ @գ(rA~o@dF@#.^ t@F@Mf@x@pn@L@d>@ Ϳ꾿ee,F3]/@ژRAw٥@1F@ ̖g@F@\(N1@! +J@ 6i9@!>Ƞ?@!5,?@$?=FDa@ݔ܅3AY*C@8^hRtF@$ʯx_@F@@X@x5he@ AP@ CW@ Iє(F2tR@pT_AGC@CvN`F@ѢY@F@-N@ ƚt(@ L@ Oz@!iِE@"O7|F;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@,ڥ<FaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@ffffffNF NU@AFzAU$@g7-IF@CH@F@ #C@"0f>@!uZ@"^31@"˧̆Q@"?>kp8F7csZC@wgfyAާ{@b[$F@!m@F@@ ̉3|@ 7eSI@ @/@!oR7@fffffg?(d-xEy@̎6igA.V @EJ%{ƿF@ffffff@F@%TG /@&?V8N@&c"@&X6@ +@&<ҷ@#333333?a>mF?+^l@w0ДAK21@nFJF@#28Td@F@UZ=̞@ Nާx$ @HD@ W܍q@!q?Q?Bu#FXT@2ffffgퟨ@FXT@%?BjƐFE\i[@ܿ:RAbXL@bT@'h@F@c #@[{ѽ.@G IS@˨^Y#@ gTl@,dewPFaE8W@ݪ*&>A@b[@ ojF@+{@F@0-ě@T3ۛ@5q@W*]@̀u@#?KcF@9.b@iYABҶ@YR\F@#`4@F@f㒛@ /a>'@K(d @ gKչ(@ 3r-@"?j:pF8jيxF@ې! +Aœ@ͰF@!Y3@F@7@ v @ %8K@ 1Π@!^5e#@+333334W1F\ I[@hLYAK,'@KmF@+"R@F@HN" @" +_@d>R@z@\̦q@(?FQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@ bVEK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:?񙙙 U7NE9Bt@i!}A좡|@XM F?񙙙@F@,wIrYn+@,!1Q!/1@,6b@+Lr:@+$!m @$? ?`FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@.ʗFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@333333ͳw`E9E@k:A$H]@,SF@333333@F@#[j@$1Q@$bNU1_@$uy/@%*}$&@*wPFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@. h!#Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@"X2F8olSe@ۈ:AG+)=@ƾףF@!@F@ ^~@ ӏ@ +<@ C%1u@!d?`!i@)333333?|<+FU@OQ!@ N9AHжQM@>E$F@)(f:@F@d@%zM)@vy@E+@ß`@3?6fxFS"@khB(iBP?,=nF@2 <@F@y@%S@<fA@IX#[X@՚H@0?:ULyFhH)xiQ@A{]A9 +VT@#|T@3D̢@F@K#PB@̋Q@zz@"@* _@,?JtFaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%?zG|?俐D8Ef^q~@A "u@%F?zG{@F@6G! ^@40>@5~@3b@2Ul*T@,?c FaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@.?'FdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@333333?в/@FOvЩ@ӝ]ZAԍZxQ@b@fzF@333333@F@!]o@#y:@#_ m\O@#蛫F@$Fg'"@"?EH F;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@"?P:2F8jيxF@ې! +Aœ@ͰF@!Y3@F@7@ v @ %8K@ 1Π@!^5e#@*--i0FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@+-Fͷy:3@(p Aׇ](#@Q33F@6dw@F@ 9 +@"4 +(@"KsT@"̅@#P/@1@ Ϳ=kؠF3&N/@j(Aޭ0S@BLȫF@"G@F@D I"@ Ek@ v1u@!(ȞW|@!b"*@%?)νFE]N\@ݹoģ!A(Z@RF@$[@F@ux(/@ZRF@mܪ7@o@ _P]G@$?$FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@4?{%Fe>x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ@(,{.4FQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@(YyyFQZ>:c @ٺm Ap@%:F@7Uiv@F@'Sg@3?@4֚!@@zX~@fffffg?Z>زEi'@( A݉)"J@.1F@ffffff@F@#>kw@$Դn@$=7@$J@%F @5?VDF@_?Bi^?f@$[GFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@&fffffg?߇IFKP,T@ޙâAj@}<9F@&bs@F@Յ@ +/Z@Hʙ@/02 @ e?fffffgM#"E@~AZeg*3@OsJeF?iq@F@'[n8@(g@(J@(*؎ٶ@(Es @?ءK5nE<@{oAL@QRuzF@@F@'H#q@'DutQ@'$N*8@' +@( E@,?1f@FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@01HFm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@"?4zF8olSe@ۈ:AG+)=@ƾףF@!@F@ ^~@ ӏ@ +<@ C%1u@!d?`!i@4?1ؽ Fe>x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ?陙?sEb,YA2@\AWMc@cc(@"Y@2r@FL@A\@ lF@Q.@F@ E re@"/0@"Cvj@"c@#GmVk@1Fqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@+333334?v!`F\ I[@hLYAK,'@KmF@+"R@F@HN" @" +_@d>R@z@\̦q@4? @F OG8@Tp8B'ُ@8XF@"ꅇݘ@F@|a@Ŧ)@ Ög@c#@׵I@"( 8F;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@0FH*g r@3%A:@zcF@#KƧ@F@k9]%@BEt@7v@>w|@+@2@'G+|Fw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@.?Ff-V'@FA_ݢs@F@.x#@F@Ҝ6@B_ @2 X4@/u@[>@,P +{FaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@&%cԌyFFKK9oD@]A|j4\>l@ѩ*8F@%i;@F@@L^i+@c @\̮@Y'ݱ@fffffgKfEz@̎atAGM@EDNdF@ffffff@F@%D@&?JY"@&V|@&X{)@&1ɘiu@2L̈́Fk<e@*&KA}E@ &Q$8F@$!laR@F@՚TU<@@ +@&9>@fV@fffffg`&FߴE.@`,h›A֗MOq@ $X F@ff#J@F@! rKC@# t4`@"q @#4I@#P8\@,닷FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@fffffg?!AJFߴE.@`,h›A֗MOq@ $X F@ff#J@F@! rKC@# t4`@"q @#4I@#P8\@?\F&Ay0X@tuiAjCld'@/rF@z@F@@pc@!co@!ab[S@" :2@"}( @333333=H.FO!;@ӝ~AԎ^4@]_AF@333333@F@!H9k@# ^@#_K|d8@#U@$F\Z;@!ԲvžF5~@-fDA;&^$@;;F@ <@F@fկh@ }Q @ r/J@ IA耻@!$5p;@?va"F+ٌ@*hA׊*@H%F@6dw@F@ "?@"k@"J\ i@"@#OY% +@#?-FA+Ū@[P7Aq!#ϧ@\Jk+F@#`(^@F@8Vu@ rjb@PyN@ Rp"u@ Ԝ11 @?Z=lECe@/nrAz@%~jF@@F@"s׫@$^ez@$;+@$-@$%`@5?d&[~`F.A@Yr5Be-ΦހF@,~m@F@Wq JU@ٝj˱@̹?B?}Հ@ 333334? 0E#$@V:DAкןt@7#k>F@ 333333@F@# A"@%Wuy@% ٴ;@%veE@% H@&؂m*4FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@":-F8olSe@ۈ:AG+)=@ƾףF@!@F@ ^~@ ӏ@ +<@ C%1u@!d?`!i?񙙙O~E 'Y@@.˻A좡|@XM F?񙙙@F@,wX,@,!?_mh@,`@+"A6@+$$0@&b׃i"FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@0N[ Fm􈘹@j A:'/@p F@/7~@F@iT<@ȇI]@0Y+@6p@:K@,FaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@(|FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @;cEřa@fg.\jA$=F +@QC;F@@F@&*V5@'fɽr&@'>d)+@'y;@'ޮV@"ZE8[@H@NLS:A\YU@$F@@F@"ؤL@$PKh@#2c @$ufkp@$v/{@6ӀF5<@B\qB01?,"F@"DCk&@F? +%l@iPzJ?i5J@]V@a@fffffg?8 +tEi'@( A݉)"J@.1F@ffffff@F@#>kw@$Դn@$=7@$J@%F @4?RiF+-H@/LB`~"Y'C)F@2Q@F@ Oc@ +1@>@ \?>F@1Ӯh]@F@V*G@u@_@G@HT@(遲FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @0vFm􈘹@j A:'/@p F@/7~@F@iT<@ȇI]@0Y+@6p@:K@?.?Fͷy:3@(p Aׇ](#@Q33F@6dw@F@ 9 +@"4 +(@"KsT@"̅@#P/@1@1TFFssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @$?7eFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@4$F{GY8@e/Aѡ@ *OXT@`V. @F@tk@ Im޹@F*m@ &@!+p@4?<{Fe{@ZR?+NBI?xގ>F@$حV@F@B챬I?lT:?dp?7?l +@333334ˍi9F3t @әj1eAԉ姁P@DfF@333333@F@!띀@#´Aq@#a3`q@#/d@$GSe@.3WFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@1?`y*@Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @5?t$>TF"<i@ܙ;BfVfC-۪'YF@2[l@F@t4t@H=@&a?MU~%?:@9USkF }I @%Z5A&/?@F0>xF?FT ǎ@F@"r[@$գt@$Rr3r@% Ȳ-@%iP?333334Ӏ E3KKS@Nu4XA`^@AwF?333333@F@(Ol(/@(Vucg@(RlX@(_x~L@(gh@(?rBFQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@0?0UxpFm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]?fffffgщ+ES,߹X@r܎A.x@nF?ffffff@F@1;Q^@0I~w@1g@0!xUF@/=I@Ϳ?Ǩr0E3@ǀN/ZvA*@Q撴F@$*f,@F@&/ޖ@'ľ@'wÁ^7@'1k@'Ϲ%@*?GE@\@FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@! 8VEo@-,_rAŠ@@F@@F@${"[@%.n@%*@&E/@&I@#333333?߲]8F?+^l@w0ДAK21@nFJF@#28Td@F@UZ=̞@ Nާx$ @HD@ W܍q@!q@fffffgFk +E@_c5A֖ ,d@ F@ff#J@F@! ^[@# &d$@"Moh@#4aj#@#fu8?3333349˥WEtjtH@RA$l@&ΐKF?333333@F@+p"@+A}@+?+"U@*y.@*J&s0@LF 0\@ ͪz?A F4P@vщuF@@F@!BH@#%=@#/@#E1l@$1M6@3ndFgw@\UAx@%s-33T@z$LD@F@-Ps@cBd5A3@fmP-@5~@3b@2Ul*T@Ӗ>F@*TA'%7@P F@EM@F@!2|@# @"\ڭ y@#,p@#@%HFGm @_i#nAT\@٘(XOF@%?@F@*/û@F8@)K"@@ bMG.@2? +J5Fw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@%`SqFF8Ў@ _A᮴1y@'#1F@%VI@F@Gz@cɡ@F9Z@pF@ pm@0 lŅ&Fm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@?KqF*Fͷy:3@(p Aׇ](#@Q33F@6dw@F@ 9 +@"4 +(@"KsT@"̅@#P/@1@ 333334?ݡePE#$@V:DAкןt@7#k>F@ 333333@F@# A"@%Wuy@% ٴ;@%veE@% H@2å +y,Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@ ~LP#EK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@ffffff|lF VKPmh@Eo&ANV:@oу`F@ffffff@F@!ϫT@#{Űuo@#0l@# )&PG@$V6Q@"4CF;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {?fffffg?hoE`@pAP֌@Y;F?ffffff@F@*#`@)z@*M@)?@)ᴋ@ͿFzE*hS,@?@x2Ḁ`H@IZF@@F@%x@&\/t!d@&bBJF@&h"u@&礫mE@.?8Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@4?&wC>Fe>x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ@*ht0FY>(}@]A* h@"q'AT@+f@F@C@_fTd@6 @FS@Hk@%?73٩FGqϝu@_i#nAֽ@F@%?) +@F@)na@EK@(З@`Kxx@ aP@(U,FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @fffffg?'^0@.8AFAF>@?jAkx +@"%fF@}Vl@F@h"J]@\g@Q@p@ y;4@,Q" sFaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@&?o8v:FK:q@, +t%AnS@F@%np&@F@$[U@ #@@F@ 333333@F@# A"@%Wuy@% ٴ;@%veE@% H@0i;4Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@3qt|FN_@ҷL`Br@EUFtF@ /s@F@K@-'JQ@S([c@7 n՝@B,@.?dѪFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@"?*uF;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@7'?0F_Ӥ@A5|әBK]Z@*?.FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@"E行F;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {??EWI@ヹ-AƩA匏@/GqHF?@F@*qÄ'@*x f&@*=8U@*A'K@)kU?@9 GUFfc@1σgAPl[@37T@=Ć.@F@ 8@"7h@!K@"zeL@#d@.?+]jFdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@̿?`F&Ay0X@tuiAjCld'@/rF@z@F@@pc@!co@!ab[S@" :2@"}( @ 333334G EG'@&W7rAйv=@7l,A,}@+;F@+XOLnm@F@">p@ s@A:@@ IA7@ x=@?t F&Ay0X@tuiAjCld'@/rF@z@F@@pc@!co@!ab[S@" :2@"}( @3?Hj&F^ң^@R .B,>:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@"dnF;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@2lϮFXT@.F@1Ӯh]@F@V*G@u@_@G@HT@C 9F+Z5(K@?v1AxܜS@ޭyF@}wl@F@`@!C?ϕ@!P@!{@"6D@OCωEo@-,_rAŠ@@F@@F@${"[@%.n@%*@&E/@&I@ƽVFͷy:3@(p Aׇ](#@Q33F@6dw@F@ 9 +@"4 +(@"KsT@"̅@#P/@1@3?mF(F&Il@Ȉj$1)B)dGQ?NTF@2(@F@T58f@ +f#@@3[@IG@"?-mLF:>0@4ۜrA@l@@2uF@!a@F@Z}@ 7@p\@ j$E@ fgEt@ffffff? F }=+I@JUeSAR^B@XF@ffffff@F@!st@#y<7Z @#:@|EW@#:@$KX??iBEyzt2j@~wA.uxRA@}DF?@F@-8mql@-@-WL@,b@+輚)@$jDʀFA c@۶AR.@@E2"T@$bSP@F@'W4@ #և@ K^@ I$§(@ @$?M:֬FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@Ϳ֯5\EE`@/S5`.A^%s@%%hF@@F@"m@$^k@$<`@$@$(@@D9euF[it@VWTݲA+\@=IT@EwU@F@oM@!k?M@ @!b<@":=@?e|PE&ʪ9@Kʶ As@%9}yF@@F@"+4n @$Q@#P띀@$vnQK@$p#1O@̿ZF&Ay0X@tuiAjCld'@/rF@z@F@@pc@!co@!ab[S@" :2@"}( @5?ܹPF"<i@ܙ;BfVfC-۪'YF@2[l@F@t4t@H=@&a?MU~%?:@.췃(aFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@ 333334?[E#$@V:DAкןt@7#k>F@ 333333@F@# A"@%Wuy@% ٴ;@%veE@% H@'̿-W|FXT@2&Fwǣc'@d;iA5v%@ ןk7F@1L@F@Q$hH@pOz_Z@Z(iB@kj@Х@1?țFssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @( FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @ "mEK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@&/\FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@0?qFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@(?SwhFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @?yfP&F 0\@ ͪz?A F4P@vщuF@@F@!BH@#%=@#/@#E1l@$1M6@fffffg?h6F+@5:Aq"L@6whF@fJ3@F@7,k$@!K@!"K @!3rDž@"8ґC@*?gB(pFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@#333334b$F>YT5@g"'A[̱4@ >xF@#2\E@F@LmR@ ^ >@uD@ Tz%@!0)@ ?IńF2@چ YADߓ@B9F@ ̞#l@F@sv@!`u@ +n8@!Il@!L7K\@# F=@ +PAf̹@NT@#Q*@F@gNBc@ X L@'g@ &@!B@333333*nUF-/Z@ُ.A@-֠@iLF@3 +Sy@F@F@!om&i@ j$>@!y@"@'?P/FPV>s@cBd5A3@fmP-@5~@3b@2Ul*T@+333334?~HF\ I[@hLYAK,'@KmF@+"R@F@HN" @" +_@d>R@z@\̦q@$ڒB?FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@/@$EŔ}s@d6pV_A$|^@Q9RA)F@e@y@F@&3v@'gGl,@'>,Ii@'y ~3f@'O@"e;F;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@&?=FL@ǒ˫A*0@}bFF@& $ p@F@dD_@Y@qw@?@ P|@0? KFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@333333C +F-Z^@ُ StApG@ࣀ]#F@3 7@F@GU@!o~^;@ Dl}@!QBF@"k$D@̿ZMU +F&Ay0X@tuiAjCld'@/rF@z@F@@pc@!co@!ab[S@" :2@"}( @Ϳ3E*hS,@?@x2Ḁ`H@IZF@@F@%x@&\/t!d@&bBJF@&h"u@&礫mE@(?]7`FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @?Ҋ[E*hS,@?@x2Ḁ`H@IZF@@F@%x@&\/t!d@&bBJF@&h"u@&礫mE@&?&t&FK:q@, +t%AnS@F@%np&@F@$[U@ #@@E$F@)(f:@F@d@%zM)@vy@E+@ß`@3@sF}>q l@7vDYAU8@ 3u3T@5d0+@@F@pЕ@,BF@ۺ@mbdJ@v&N1@4?n0F't@ 9B@!rX?R7HF@$8qa@F?(wj_?j?p#?eiH?2hzuh?zG|?T%PEf^q~@A "u@%F?zG{@F@6G! ^@40>@5~@3b@2Ul*T?333334? پ@EtjtH@RA$l@&ΐKF?333333@F@+p"@+A}@+?+"U@*y.@*J&s0@fffffg?W"zm8F+@5:Aq"L@6whF@fJ3@F@7,k$@!K@!"K @!3rDž@"8ґC@!;g"7$F5~@-fDA;&^$@;;F@ <@F@fկh@ }Q @ r/J@ IA耻@!$5p;@ ?s]F2@p |At65˹@BF {F@cA @F@8>d@ xX@ K87@ ,R@!hT c@$eCjEJ=@ѫ>qAhULG@*QɉĺF@@F@"Bi@$o7@$CUY@$fW@%ƷCh@?ƹ=E V@͑/ AН@@(Q2F@@F@$ +K@%|R@%m@&L@&I +@5?F@_?Bi^?f@ffffff?a6﻾F VKPmh@Eo&ANV:@oу`F@ffffff@F@!ϫT@#{Űuo@#0l@# )&PG@$V6Q@,?m;FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@333334?X1HF"Guu@׶2|Aub@ F@3-@F@9@"!3ETh@!@"Pq-'@"k9@1lJ@Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @333334NdF3t @әj1eAԉ姁P@DfF@333333@F@!띀@#´Aq@#a3`q@#/d@$GSe@&ͿAFL"WH'@ވ*'MA< @zzKFT@'cHj@F@Wb4@A >@`#\@(S@ \c@3Bm4FRlZ@,6 /Bf }b@-KF@uh@F@ *g@ g@* `@$mj@ Ǘ@( +^FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @fffffg͆Ei'@(a#ÊA{ѫO@.-PF@iT.@F@#>(;p@$ԓJ^7@$@$(ue2@%F@502>F~2BJ@4"gAi&@TUT@A7Kƨ@F@<9]@d@n@i@,h.#|@𤛍`jFͷy:3@(p Aׇ](#@Q33F@6dw@F@ 9 +@"4 +(@"KsT@"̅@#P/@1@ Ϳ﷋21F3]/@ژRAw٥@1F@ ̖g@F@\(N1@! +J@ 6i9@!>Ƞ?@!5,?@?QBɈF `P@Ԃ_[{AՓ%K7&@MIF@@F@!ua3@#bv @"W@## [@#!@*?ڵkİFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@333333? +0E9E@k:A$H]@,SF@333333@F@#[j@$1Q@$bNU1_@$uy/@%*}$&@$_љDVFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@(?*@FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @?֊\ Eo@-,_rAŠ@@F@@F@${"[@%.n@%*@&E/@&I@#?>O41FA+Ū@[P7Aq!#ϧ@\Jk+F@#`(^@F@8Vu@ rjb@PyN@ Rp"u@ Ԝ11 @5!iF%@^]ʨBBL(@^#]DT@LB@F@ ;vf;@r[@k}@OuY>@NV? +=p ?asFXT@~#SE V@͑/ AН@@(Q2F@@F@$ +K@%|R@%m@&L@&I +@ KEt!@:\AflF@: WF@ +NbS@F@$9ht@%Q.@%O{Aa@%o@%Flݣ@2ffffgGnFXT@ Ϳp~WEP%<@Є AY Aшgҭ@0˯F@ u F@F@#ؐ@% I@$g@%+yٱ@%w@&?|QhFL@ǒ˫A*0@}bFF@& $ p@F@dD_@Y@qw@?@ P|@?Cp8,F 0\@ ͪz?A F4P@vщuF@@F@!BH@#%=@#/@#E1l@$1M6@.?@}xFdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@.?%"(Ff-V'@FA_ݢs@F@.x#@F@Ҝ6@B_ @2 X4@/u@[>@)?Ex"FVȠ|@UAZS@50™F@)v@F@SCNc@|m@v.Q%u@gaZ@wod@ Ϳ07&F3]/@ژRAw٥@1F@ ̖g@F@\(N1@! +J@ 6i9@!>Ƞ?@!5,?@$ffffff8 oXFC9[@OvڇA 5@%gZF@$d1@F@f6i@he9u@֦Ju@ /W@ !@(?\vFQ9I@wt)'*DA"͛@Z&3F@'b@F@ܭ@(ε.A@E@D%@S#U@1eQUFqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@,?FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@1 +Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @7?ܾ FLc@Mg~5B4;usA?k)F F@#] @F?w]e)O?m-?C:r?Jk.5?|P<@0?/Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@2?NFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT?zG|?(PߌxEf^q~@A "u@%F?zG{@F@6G! ^@40>@5~@3b@2Ul*T@0Ģ0Fj$@!Ar@SKnXF@1R4@F@-#K@;ĭ2l@Jb]@-l@#SPC;@?YhE@q@ѮC Akâ@):hF@@F@"ߕ@$35@$BiH/1@$"}`@%{@?4FO}뜇@(Av@',1F@V}@F@!?#pC@#5E\z@"@#_w^(@#Kj@.?yMӢFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@$ו^F9@رlB+W@%F@Vwpy@F@ @fP@Xm@e"D"N@eL@-ffffff?k:;Fb4O@ !vhAQAI@ET@1Krz@F@^@@ @q@!X@0m޶@(M{HFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @3>.=Fp "z@جXB6ܕ.@S F@ Zp@F@]k@i }@)sV@5@œQ@2ay90Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@333334?6hF"Guu@׶2|Aub@ F@3-@F@9@"!3ETh@!@"Pq-'@"k9@7Z0pF}Y+@͑)B)(?F@#B?@F?_:@XyF@NY@?za6P@'2m@.fffffgPMvFe].l>@j"/A칢">@jD T@0@F@<@H.o[m@9NQ@ ri@ }@?+ۃF,p)S @kCA &w@x+F@̧s>@F@c^m=@!{iLf@ $@@!|f@"$HCh@2["Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@6F@Jy;B*ʔ@!$T@u @F@ @&eef@J@Ot@wɧ{@fHdFp9^@ҟw2AӒ@!NF@Oiʞ@F@"g^@$&G^@~@#ʮ*K@$K0 @$F @433333FxF[c~@ݗӈvA +] @ :dCT@6ّUD@F@U`@{lbj@aLo@:lY?@o]@ Ϳ ۻENtPc@П%ŸAMD0@2LF@ @F@#`Ѝ@%@$4@%4'@%+@$(5&4FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@1j8SFISo@3A8h:g@V\t>T@/^ G@F@4@ t@ 5ϔ@ [ @ ʼn<@"9F;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@5@xjF"<i@ܙ;BfVfC-۪'YF@2[l@F@t4t@H=@&a?MU~%?:?3333345"EtjtH@RA$l@&ΐKF?333333@F@+p"@+A}@+?+"U@*y.@*J&s0@)C_ FVȠ|@UAZS@50™F@)v@F@SCNc@|m@v.Q%u@gaZ@wod@5 EFŲ[@ȚB0 BXNF?b3I8F@ FJ@F?M@2?{LZFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@*?[FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@$?a$BFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@3ͿF|r@AiM)@ ] _T@6~@F@]n@Nla@Hi@Fa,m@FȘVc@.ЛdFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@"?EiF:>0@4ۜrA@l@@2uF@!a@F@Z}@ 7@p\@ j$E@ fgEt@$>kFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru??۠ENՐE.@N}yR@)[C4~@) M@)Q:@)Dv@#ܼ;HF@9.b@iYABҶ@YR\F@#`4@F@f㒛@ /a>'@K(d @ gKչ(@ 3r-@ffffff?mF }=+I@JUeSAR^B@XF@ffffff@F@!st@#y<7Z @#:@|EW@#:@$KX@tjg`EŔ}s@D\CAj<@PɍK^F@:5@F@&# -O@'``=@'8QL@'rg$t@'YVZ@(dX6FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @*?]"FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@FF+ٌ@*hA׊*@H%F@6dw@F@ "?@"k@"J\ i@"@#OY% +@fffffggA\c7TF+@&&MCAۡv @MF@^@F@fT @!,%3@!? I@!@"4@&D/I> FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@8SRF @ŧдA>)zal@zT@f">i@F@]'\@R@i@@W]@V(g{@(?D"`FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @"fffffgl3v@F9xp4@83Aq6D@F@$$j@F@6l@ ~i;T5@]Ν @ F @!/4i@333333?"QόF-/Z@ُ.A@-֠@iLF@3 +Sy@F@F@!om&i@ j$>@!y@"@?Z bF*C0@ ,{TA>? @7/$F@Ռ@F@d<@!4QE@!$}t@!3x@"F0?陙? TøEb,YA2@\AWMc@ccB@F@eY@ n@ S+)@ յQk@!Sٍ'@1Ǟ +/ Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @(?> @تJR#@_U@cX1- @,?o$dgbFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@(?򶐳p?FQ9I@wt)'*DA"͛@Z&3F@'b@F@ܭ@(ε.A@E@D%@S#U@4?v[Fe>x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ@&;eFHaF@ 0Q,A\^ԳF3@A8ybT@&پL@F@u5q@>@;R`@Zfy@ GHY@?55rHF&S]@؁diAEyS@6 F@̾3@F@3ꈷ@!q@![ =@"4@"xs!fw??&xEܪņ@ (wAx=1@JRr<F?@F@(][@(b(}lÝ@(T%6@(khL@(ʃk@ffffff? hE @F_w.AT[7@K5WF@ffffff@F@%R)z @&;}QZ%@&{@&ǿrF@1Ӯh]@F@V*G@u@_@G@HT@333333?GFP} L@ӝΐAԎ"Y{@W1F@333333@F@!t3@# %@#_F@#%i=@$FQ,OB@4?t7F+-H@/LB`~"Y'C)F@2Q@F@ Oc@ +1@>@ \?>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@6],c$-Fk*N@*#Aa @ {՟@WT@Ne@F@R.@+M@ @P4O@ʬH@1|Fqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-?ZEJ@swA RX[@3 pF?@F@)a7g@("@) [ _Q@(`ĥ@(M2@333333?BAE9E@k:A$H]@,SF@333333@F@#[j@$1Q@$bNU1_@$uy/@%*}$&@ )fٶF2tR@pT_AGC@CvN`F@ѢY@F@-N@ ƚt(@ L@ Oz@!iِE@?^u Fj8@.qAQ=@;F@ڱ@F@ 1ru@"T%ka!@!@"UL@"mil@.̿*~FeH=ꦐ@\0A%5<@!|T@2>i;@F@͗&@!K;[@ +9@6G/@YE@ͿݸF_F&wb@}+a(Awu@)dGF@̿n?x@F@8U&,@!j(@!]P~@"rޤ@"zU@?U n/F+ٌ@*hA׊*@H%F@6dw@F@ "?@"k@"J\ i@"@#OY% +@?P+`F$`G@#(TA|@aRF@@F@]-R@!.@!1ͣƍ@"(Y@"L@333333?4$f~ F-/Z@ُ.A@-֠@iLF@3 +Sy@F@F@!om&i@ j$>@!y@"@ ?%1MZEui8@=&BBA%qyd@;~F@ @F@$?*@%a@%Xe@%{@&GT@.YgEj18@NAcȶ@%F?n@F@/2O@.-D@/)*5@-3@,<[و@?rgE<@{oAL@QRuzF@@F@'H#q@'DutQ@'$N*8@' +@( E@?J+NtEřa@fg.\jA$=F +@QC;F@@F@&*V5@'fɽr&@'>d)+@'y;@'ޮV@ Ϳ(8tF3&g @liMPYAݯ@*"uLF@!q @F@_pG@! @ a{@H@!=CT@!k@7?hF;1'@t[0;Bܒqy>@!w6F@#I< +@F@Չ;@ +},@ ew@ NJ@ /t}@(Ԯzۂ[PFQRy5H@ޘ!^A(4h@]PiEF@*d%1@F@2=5@)@֭*_"@#w@0kYN@5?Rr[d4F"<i@ܙ;BfVfC-۪'YF@2[l@F@t4t@H=@&a?MU~%?:@.̿O[4FeDM@A뷥;"@čtKT@09[W>6@F@&(*Q@v&o@J{@BBFN@`[@,VYJ~FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@#Ϳ'=$FA+Ū@[P7Aq!#ϧ@\Jk+F@#`(^@F@8Vu@ rjb@PyN@ Rp"u@ Ԝ11 @ n%F2tR@pT_AGC@CvN`F@ѢY@F@-N@ ƚt(@ L@ Oz@!iِE@$'=FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@0?M)0Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@"fffffg"^rF9.p@ۋ[A߫}G@Ɨ T@"|vI@F@S6@  @ zsc@ 'ȉ@!GOSң@(\5*FQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv??NK@EM7b@: +kA ̦=@3˽F?@F@)9|@(?^@) {r@({Nu"@(ec@1 KF@Fq_#v@VA,j@xf>F@06;%p@F@H@@5@)@"Ext@,@%o@+?xF[Do%@T!gvAiq,@{rZF@*f@F@ȡ@!Ői@n%@})j@0Y9@1?JFssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @#%58F@45g Aוmی@UQvv@F@@F@ P@"~SW@"FɎ׸M@"[;@#Lx@2QFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@2N FFs@oB`A{@h]F@tj@F@.` @NO[.@0rhv@e"@ dZ}@6)n_EWK'Z@/AG@4@J0F?#-@F@0ak@0,}X@0ؗ@/Ԑ@/#6J5?333334?=?E3KKS@Nu4XA`^@AwF?333333@F@(Ol(/@(Vucg@(RlX@(_x~L@(gh@,F_4@-@Mi˘A͉*G@T@-Kz@@F@K&Nq=@_x@yFd9g@hB@*ƌ$@&?Vi@pFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y?f7E.@N}yR@)[C4~@) M@)Q:@)Dv@]?tF$G0?@$Nr1A1o@dF@@F@L4@!['@!;@"'Ų@"aV@ ?~.t`EK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@fffffg? F$ r@ҢL`2A@WxF@̒j@F@"8@#g7@#v}j@#qL@$Ps-@ffffff?rӅFg:@_5A֖Q@ + 4uF@ff#J@F@! X$@# P0@"Է@#42~[@#@@0?I>+ Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@?^W~Fͷy:3@(p Aׇ](#@Q33F@6dw@F@ 9 +@"4 +(@"KsT@"̅@#P/@1@(?.#dbFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @?' F `P@Ԃ_[{AՓ%K7&@MIF@@F@!ua3@#bv @"W@## [@#!@1?f2Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @̿}1F$<> ?@d/{Ai>=3@% eF@y1D@F@ #>T@"Αg@"U=eF@"f@@#Yua` +@4@GAxFZsGy@uA”߷@:,섗T@D<@F@LJC@y?{@,͢@D?@ !z0@"fffffgd0F9&p@ Aj @$AF@$L/{J@F@7i@ bEVY@%N@ e8@!0J@ 333334s3u@E#$@V:DAкןt@7#k>F@ 333333@F@# A"@%Wuy@% ٴ;@%veE@% H@1?حFqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@'̿ +4FPV>s@cBd5A3@fmP- @تJR#@_U@cX1- @5VoxF O@}BaB( =?hpKF@ e+a@F?B@1@UL@W)e@-Nl?t,FXT@$?|2M4FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@.?bSFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@*yÚjFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@2?XFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@1?ߐFqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@ͿNdpECe@/nrAz@%~jF@@F@"s׫@$^ez@$;+@$-@$%`@,?CoDFa4tU@BfAűV\@ξPF@,*1@F@/@+;-@hs@@\C@4?AdFe>x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ??< 5+4EWI@ヹ-AƩA匏@/GqHF?@F@*qÄ'@*x f&@*=8U@*A'K@)kU?@?MհFD|L@ҭ{AӁ:@!8cF@@F@"g+(@$'uw@#ˉbӚ@$LZFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT?11Eyzt2j@~wA.uxRA@}DF?@F@-8mql@-@-WL@,b@+輚)@ ֆ\0Fj8@.qAQ=@;F@ڱ@F@ 1ru@"T%ka!@!@"UL@"mil@ͿhTF$ s@X<qAߔ%y@,F@#p;@F@ fǓM@"t@!x@"D`%@"3}@_@ ?{"pENtPc@П%ŸAMD0@2LF@ @F@#`Ѝ@%@$4@%4'@%+@,?EkFa4tU@BfAűV\@ξPF@,*1@F@/@+;-@hs@@\C@2d&O٨Fwǣc'@d;iA5v%@ ןk7F@1L@F@Q$hH@pOz_Z@Z(iB@kj@Х@333334ܯ|NF""e-^@. Aلav@o;F@3-+5r@F@6jT@""@! 3,@"LuI@"/K@$\FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru?Ϳjҭ{FXT@$?-HFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@,?{9]/FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@ ̿䙔*feEHA# @О: sAL%hl@2 mF@ @F@#D y@%0+D@$uB&@%5CEs@%d8 @3L\FnSè@>E\B%yy@ +큻F@@F@ Kx̕@{KxV@/@ZD S@N;@BfEJ=@ѫ>qAhULG@*QɉĺF@@F@"Bi@$o7@$CUY@$fW@%ƷCh@A@F$!7:@Au@mF@"@F@*H@!V C@!<9/@".WW6@"`y/@$ffffff?gKFC9[@OvڇA 5@%gZF@$d1@F@f6i@he9u@֦Ju@ /W@ !@)333333?(FT _;@ G\+Am@N1WF@))m@F@@I6Us@ R@ ƍ@Є(@0?ֽCHFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@?gevF+Z5(K@?v1AxܜS@ޭyF@}wl@F@`@!C?ϕ@!P@!{@"6D@.@5$FdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@+v~F[|@9PIӣCAvb)@)F@:uoiDg@F@y!@/@m@V@C8A@(װŧFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @2fffffgfN|Ft9hA{a@@AQJ@[dT@3 M;@F@*rZS@a<@g*n@@z?333334?XhE3KKS@Nu4XA`^@AwF?333333@F@(Ol(/@(Vucg@(RlX@(_x~L@(gh@7v+vF; o@0A @ qN T@~~L@F@ŀ@Ľ}@|ED@>!@RL?x@'̿#YFTFPV>s@cBd5A3@fmP-kw@$Դn@$=7@$J@%F @$:n2lFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@, U1FaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@&ͿF]"FL@ǒ˫A*0@}bFF@& $ p@F@dD_@Y@qw@?@ P|@,?$DQtF_i=q@ݛPA!4h@KF@3.۵@F@f@(k8@$Y/@Jߥ@R1JF@Ϳ݁E3@ǜ[lAɊNۆ@QټF@qT@F@&oT@'pA@'|EQ@'  @'e+@̿޾F)lF&Ay0X@tuiAjCld'@/rF@z@F@@pc@!co@!ab[S@" :2@"}( @1?׶iFqґ@ɫ4x_Aj1k@ћ͙T@4Y@F@hlq@)@@^F7t@0+6@@!y@"@5F@7jB)̈gOOF@1Ӯh]@F@V*G@u@_@G@HT@ +ffffffE_KE:{!n@ϔp%AqP_@9S;`F@ +ffffff@F@$w9@%z@%2@%$@%g=ʙ=@)333333?IFU@OQ!@ N9AHжQM@>E$F@)(f:@F@d@%zM)@vy@E+@ß`@6PFn.P>} @5R1NAn~@ >|$F@%t9@F@g +@J>@$<Ј@g@TC@?Ig8F&S]@؁diAEyS@6 F@̾3@F@3ꈷ@!q@![ =@"4@"xs!fw@*O`FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@3?YH@333334?@F3t @әj1eAԉ姁P@DfF@333333@F@!띀@#´Aq@#a3`q@#/d@$GSe@eFX@ҭL6AӁL{@!-UF@@F@"g}e"@$']Pȵ@#p!@$Lb@$ʣ@0?J*bFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@)?f VFVȠ|@UAZS@50™F@)v@F@SCNc@|m@v.Q%u@gaZ@wod@'?ϏmFPV>s@cBd5A3@fmP-A@b[@ ojF@+{@F@0-ě@T3ۛ@5q@W*]@̀u@.( Et#f7@PsXYAŝ{p"@yfQF?@F@.n @-wU@.0A@-@,! 7@5?bVF@_?Bi^?f@#+ܑ 4@@}Ao]#@hF@=@F@yMe@" [n@!6@"92 +@"PC@$jF 0\@ ͪz?A F4P@vщuF@@F@!BH@#%=@#/@#E1l@$1M6@.?:fAXFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@&fffffgEuFKC%NL@ޙ6eA%{*@~ͭF@&be+@F@?&@s'@r&@1\ @ ]:/@$ffffff?ި)FC9[@OvڇA 5@%gZF@$d1@F@f6i@he9u@֦Ju@ /W@ !@4Fo0f$<@ۏ3QANG@ M'9F@&mu@F@7@1oZ?@i@ekyQ@_Q@>YࣣTFs%Fh @Q&sA̙2\砗@Hj\T@P3:@F@(pt@"=XU@!x{@"a+@"+}H@6||FQH@0gBo7o0@zAF@!vF@F@n{@ vIC@ +<"K +T@ n[@>0@,?IYxpFa//C@ਝT|A f@u{uF@,v @F@ `@a>@495s@؈'.o@P6N@5@1F"<i@ܙ;BfVfC-۪'YF@2[l@F@t4t@H=@&a?MU~%?:@.?҇nFdeo @y,AZ=1@1Z6F@-^J82@F@xQ@~I@wc@#[m@-l<@333334?aNw6E/@ݎ"_Ac^]z@NE?F@333333@F@&  8@&8@&Յ@'Bi @'AQm@ffffff?3SE @F_w.AT[7@K5WF@ffffff@F@%R)z @&;}QZ%@&{@&ǿrx@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ@fffffg?>F$ r@҈؊ ASX@y}=F@}:i@F@"@4@#B@#p n@#D5K@$H~?!^%FXT@,?ƫ;o0FaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@( rFQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@?Qh]@Fj8@.qAQ=@;F@ڱ@F@ 1ru@"T%ka!@!@"UL@"mil@ dVFXT@,{.F_#bP@R=Aƫg-4@#T@-'th@F@Ja^H@P9A@yF@Oٹ@*ZI@(Qy0FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @̿A0F,@TMJϤAj|#@peF@y1D@F@ Q"@"\H@"UU%@R@"@#Y +`@)333333Vz0FT@A8@5HËF@/@H@F@pF$:@ҕ@@-d @7pdψ@"LPF8jيxF@ۏ3QAzx7c@ƜmF@"ɣL@F@{TNsY@ c=N,@ %&W@ pl@!^@`̚<}Eřa@fg.\jA$=F +@QC;F@@F@&*V5@'fɽr&@'>d)+@'y;@'ޮV@`vFX@ҭL6AӁL{@!-UF@@F@"g}e"@$']Pȵ@#p!@$Lb@$ʣ@?GF `P@Ԃ_[{AՓ%K7&@MIF@@F@!ua3@#bv @"W@## [@#!@(TN8CFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @5?q`'9F@_?Bi^?f@fffffgǏz;Ez@̎atAGM@EDNdF@ffffff@F@%D@&?JY"@&V|@&X{)@&1ɘiu@(1FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @)eOFVȠ|@UAZS@50™F@)v@F@SCNc@|m@v.Q%u@gaZ@wod@4?}{F+-H@/LB`~"Y'C)F@2Q@F@ Oc@ +1@>@ \?>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@,eMemFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@̿6#F&Ay0X@tuiAjCld'@/rF@z@F@@pc@!co@!ab[S@" :2@"}( @-ffffffm@!y@"@(?!LFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @&? >RFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@*? FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@fffffgEWFXT@.?)@_lFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@333333fOJFP} L@ӝΐAԎ"Y{@W1F@333333@F@!t3@# %@#_F@#%i=@$FQ,OB@ffffff?AS`Fg:@_5A֖Q@ + 4uF@ff#J@F@! X$@# P0@"Է@#42~[@#@@%?$#(Rj +FGqϝu@_i#nAֽ@F@%?) +@F@)na@EK@(З@`Kxx@ aP@&aFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@%:FES@GA~%.@(r\T@&?@F@|OH@ ,n@kH[x@5Qn@ }2&6q@2*uCFbM|!@O}JA@]jqhF@!"@F@)TT@n{I@I\@2V@@-F)@333334$'#F"Uvȓj@ AمJ̱^m@F@3-+5r@F@]V@" *@! Vև@"Ls;@"?@6? @تJR#@_U@cX1- ?fffffg#֘E`@pAP֌@Y;F?ffffff@F@*#`@)z@*M@)?@)ᴋ@ ?8PIxF3]/@ژRAw٥@1F@ ̖g@F@\(N1@! +J@ 6i9@!>Ƞ?@!5,?@2?爴j]Fw_Y,̻@ܔIA +9x@ F@17@F@g\r@Ɏ@su@c, @yΧ@rF#,3\@XFA.@QF@9r@F@X @" 1w~@!e?@"=A6@"X@6?;{F%Я@:.ABf=$#r'/F@3TVWj@F@0f78@X@39@D*u? R؝i?lєt@&?1 9ZFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@?[Ӹ,F&S]@؁diAEyS@6 F@̾3@F@3ꈷ@!q@![ =@"4@"xs!fw@ +ffffff?2SǜE:{!n@ϔp%AqP_@9S;`F@ +ffffff@F@$w9@%z@%2@%$@%g=ʙ=@*g0a2FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@.U9Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@Zu[E<@{oAL@QRuzF@@F@'H#q@'DutQ@'$N*8@' +@( E@(?,FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- ?!CE.@N}yR@)[C4~@) M@)Q:@)Dv@4?܃5`Fe>x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ@(?~.pFQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@2M'lȦFdLw@AW7AUq@CF@ڹ@F@揨@EÎw@}(@o@ǯVe@+lF[@U~A]<[<@ "1F@*޽@F@,Va@%W@Cc@f' +1@fb @&F4 FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@(}cf'FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @*V @FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@ffffff?緅lF }=+I@JUeSAR^B@XF@ffffff@F@!st@#y<7Z @#:@|EW@#:@$KX@(?'ׁFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @Ϳk>XE3@ǕC\Aɚc@Q/,F@\$@F@&@'#_@'{ˈ\@'3@'԰ۯ%@2?azlFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@??Pl)F@2ʁ@F@3G ?@"7(Ҝ@ ů?w/^^?a&2@ ?ZzzF3&St4@HAb<@hzF@"rY}I׺@F@9@ L @ oH 4T@! ʐ@!ے@2?]'`Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@#@E =K@6ðA}aG‘@Q:|=> F@TCF@F@'H`m*jm@'Z7L@'+Z@'섐ب@( .@7?xT#+FI@ŐX!6B8o2?EP>/F@#`٩@F?ģ? ?ɔd7w?ä?Q@%?䮬 :|FGqϝu@_i#nAֽ@F@%?) +@F@)na@EK@(З@`Kxx@ aP@Ϳna5XE3@Ǟ*F Aɇ[[@Q+{8F@4"@F@&Fy@'|H@'}(_e@'hB@'F@ξvFͷy:3@(p Aׇ](#@Q33F@6dw@F@ 9 +@"4 +(@"KsT@"̅@#P/@1@0-TFJu|M@۹F AuH@d)+@'y;@'ޮV@0Y(0Fm􈘹@j A:'/@p F@/7~@F@iT<@ȇI]@0Y+@6p@:K@ffffff*lhcXF ;ԗ@,Щ_A^@8lF@\4@F@ D0b@";og@!@&`@"j"_iW@",@1?5OZFq@`_ :A=;@ɤu{F@0FJ@F@B/@/l@J G@-@v'@0`Fm􈘹@j A:'/@p F@/7~@F@iT<@ȇI]@0Y+@6p@:K@*Nf +aFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@3 r@SFV@ra?A_u`@eqT@w6f@F@*1k0@ͨ_@kw@$Դn@$=7@$J@%F @&퍤iFKK9oD@]A|j4\>l@ѩ*8F@%i;@F@@L^i+@c @\̮@Y'ݱ@#Ϳn-)FA+Ū@[P7Aq!#ϧ@\Jk+F@#`(^@F@8Vu@ rjb@PyN@ Rp"u@ Ԝ11 @!R)45F6HD@k'.1A޺Tǘ@̞rDF@" r@F@ +ۢM@ ̀ȣ@ Io|@!pT@!}W&@ ?+EK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@.? ˘Ff-V'@FA_ݢs@F@.x#@F@Ҝ6@B_ @2 X4@/u@[>@1].PRFqr>'k@6uG)A8r@bZF@0< +(@F@RY@U%@6u~J8{@Z3e@ޛ g-@ Ϳk(9F3&N/@cb,Ah@djT+F@!,/Q&c@F@]2K@!X@ m7@!;@!`YJ@4?ـFe>x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ@.?;-4Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@,?xcVFaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@ 333334&rEG'@&W7rAйv=@7lF@1Ӯh]@F@V*G@u@_@G@HT@̌ چPF+ٌ@*hA׊*@H%F@6dw@F@ "?@"k@"J\ i@"@#OY% +@&Pt2FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@*͜0FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@0?-2^Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@0333333d{Fk;!P#@WȍA>;@W/,tF@0jUp@F@ط@bYP@6RW +@S6@$~)@1?s(Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @+333334?%K?F\ I[@hLYAK,'@KmF@+"R@F@HN" @" +_@d>R@z@\̦q@.?K۝$Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@5: \F@45g Aוmی@UQvv@F@@F@ P@"~SW@"FɎ׸M@"[;@#Lx@fffffg?X5*Ez@̎atAGM@EDNdF@ffffff@F@%D@&?JY"@&V|@&X{)@&1ɘiu@ 333334QFXT?Ϳ*\1;2EWI@ヹ-AƩA匏@/GqHF?@F@*qÄ'@*x f&@*=8U@*A'K@)kU?@,?aReFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@*rUFYꂖ@x(A)8}Z@!T@+M@$>@F@@_T^%u@6z@F,p@.@3w FaR@vRA7oِ@- ǵF@ 1|@F@+e@qv` @wS3@¬0@&w@3?РF^ң^@R .B,>:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@$ڍY FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@,?NBFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ?zG|H 1Ef^q~@A "u@%F?zG{@F@6G! ^@40>@5~@3b@2Ul*T@6ȿŏ~ FOw@48kWB"B?Q9F@!>-b9@F?ѯS@.@vS7@7-΅@`nwO@$U2R@z@\̦q@5?jSK&F%t@,۳Besc]e.F@/-qbb@F@븮@n@7C;?crU?ׄ7@#333334?% F>YT5@g"'A[̱4@ >xF@#2\E@F@LmR@ ^ >@uD@ Tz%@!0)@&3pFLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@48sFXOl%@؛' A3N91@uT@G0@9@F@@ޡ@sB@E!o@_K @+e6h@F[XX@ IuA*"@0{sT@.~0OY@F@ʝ2@G%B@ ԍ"@3ؕ@!Y@?ŔG7!PF$!7:@Au@mF@"@F@*H@!V C@!<9/@".WW6@"`y/@5?-뺯F>*@ş&ӔB5DṚ?_͈F@!*!B@F?F?btdž?WV+=/?W ?Egh(M@ ?T/F3]/@ژRAw٥@1F@ ̖g@F@\(N1@! +J@ 6i9@!>Ƞ?@!5,??陙?KH,$&Eb,YA2@\AWMc@ccx\IF=JB1@M1/Ak'^@vXFF@"),@F@;@ c]e@ m@ L@!e)y@?F 0\@ ͪz?A F4P@vщuF@@F@!BH@#%=@#/@#E1l@$1M6?333334?$Tp E_p@SwAaR@Ati.F?333333@F@(ɓ@(.ͽ@(@(9bG@(ʮ @&ffffff?!ӄFKCN'@ޙ6eA%{*@~ SF@&b,R@F@ S@̎x@ru@1\ J%@ _+@fffffg?;ʊFߴE.@`,h›A֗MOq@ $X F@ff#J@F@! rKC@# t4`@"q @#4I@#P8\@?`F1F,@TMJϤAj|#@peF@y1D@F@ Q"@"\H@"UU%@R@"@#Y +`@?};G9TFͷy:3@(p Aׇ](#@Q33F@6dw@F@ 9 +@"4 +(@"KsT@"̅@#P/@1@#Ϳ-=@FA+Ū@[P7Aq!#ϧ@\Jk+F@#`(^@F@8Vu@ rjb@PyN@ Rp"u@ Ԝ11 @"? YF8jيxF@ې! +Aœ@ͰF@!Y3@F@7@ v @ %8K@ 1Π@!^5e#@(>PFQW@6u}A>i4B@b}T@(i@F@fmﳞ@Ӳ@圣@L`K@ZFe@1jFssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @!'qgeSF6Jf8;/@ڋjZA߻JRn@&F@# +G@F@E@ a@ 8zYk@ #*W@!hbR7@,?iZ2`Fa//C@ਝT|A f@u{uF@,v @F@ `@a>@495s@؈'.o@P6N??,LDEr @: +kA ̦=@3˽F?@F@)9|@(?^@) {r@({Nu"@(ec@'̿>,fFPV>s@cBd5A3@fmP-y0ENtPc@П%ŸAMD0@2LF@ @F@#`Ѝ@%@$4@%4'@%+@0q_FjݯS5@%kAx@%5KF@.G@F@ 6[e@+~l@|3@ͧ@nHӚ@&9(@"Y@.?mY!Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@ͿԽ^kE*hS,@?@x2Ḁ`H@IZF@@F@%x@&\/t!d@&bBJF@&h"u@&礫mE@0?tFm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@&ͿXcFL`@5W@ځU~A h1w@E"!F@4`N@F@h[O@[@̅@w}\B@g0[9@ ?ƣPF/Ȗo7@AFHde@RDF@π3r@F@ ؄d@!V^`/C@ D@!ԣ@"x@`F+Z5(K@?v1AxܜS@ޭyF@}wl@F@`@!C?ϕ@!P@!{@"6D@*?%}FYj@SRKApLŗ@' 0F@*Q@F@*%ѷ@KG*@WeB@d ~@ + +Ý@!q0F4/0@ھ2Aݬ<|@ݓF@ 0j+@F@;e[@ mttx@ zjN;@!1+ס(@!LW@ ̿CmF2@چ YADߓ@B9F@ ̞#l@F@sv@!`u@ +n8@!Il@!L7K\@333334?[vF"Guu@׶2|Aub@ F@3-@F@9@"!3ETh@!@"Pq-'@"k9?陙׌Eb,YA2@\AWMc@ccl@ѩ*8F@%i;@F@@L^i+@c @\̮@Y'ݱ@7?.wG:F; D@9/BgD( ż-mWF@3;@F@mTEoLp@ +D@;Și?m5 ?QSͥ@&Ϳ-FL -@~ΎAJZ<+@zrT@' 4@F@U_y@|5W@]^|i@&@.)@I7dF@45g Aוmی@UQvv@F@@F@ P@"~SW@"FɎ׸M@"[;@#Lx?333334:E3KKS@Nu4XA`^@AwF?333333@F@(Ol(/@(Vucg@(RlX@(_x~L@(gh?fffffg?I@\E`@pAP֌@Y;F?ffffff@F@*#`@)z@*M@)?@)ᴋ@.fffffg?J7Fe\mD@:YAxP@$F@.GM3H,@F@ +;c@u2@H>S@iWP9@v!@?|W)Eo@-,_rAŠ@@F@@F@${"[@%.n@%*@&E/@&I@&?k[1FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@ +ffffff?sJ4E:{!n@ϔp%AqP_@9S;`F@ +ffffff@F@$w9@%z@%2@%$@%g=ʙ=@(O+(FQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@.? FUPFdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@333333?> ,FP} L@ӝΐAԎ"Y{@W1F@333333@F@!t3@# %@#_F@#%i=@$FQ,OB@5wC2&LFДM@Ԕ ,BʝΚ @ojEF@ @F@thV*@ Ih@ +B@ t@K@ VrEK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@0?mFm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@.?xm|Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@.fffffg?PFe\mD@:YAxP@$F@.GM3H,@F@ +;c@u2@H>S@iWP9@v!@.ף9^IDFdeo @y,AZ=1@1Z6F@-^J82@F@xQ@~I@wc@#[m@-l<@3?H:gF^ң^@R .B,>:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@"?M,F8jيxF@ې! +Aœ@ͰF@!Y3@F@7@ v @ %8K@ 1Π@!^5e#?GzGY@V̼Ep @wOAƵY""@mjF?GzH@F@*z@*CHL@*WA@* ƪ@)ץ@ ?PEHA# @О: sAL%hl@2 mF@ @F@#D y@%0+D@$uB&@%5CEs@%d8 @+?\D]F[UTT@z rA&@(a_tT@0 @F@Hk@>$M@}@^?K@mǦ%@(֦5MFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @0?,1lFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@ ~=*EK}ǜ@(g?nA 57@UF@ @F@#}6@$qޓx}@$v@%.K9@%d:f:@fffffg?k^Ez@̎atAGM@EDNdF@ffffff@F@%D@&?JY"@&V|@&X{)@&1ɘiu@ ͿﷳdOF3&St4@[tjAՃ ~@rB"YF@!>>lLYu@F@[oA2\@!4B@ ɔ@!:I;{c@!@3?Ц1hF^ң^@R .B,>:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@)3333336S*FU3g<@;A?@?ο#F@)(wN&@F@DI @)=^D@ @f@R_@$?nFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@T:JFO}뜇@(Av@',1F@V}@F@!?#pC@#5E\z@"@#_w^(@#Kj@5?2F>\FpC @4<2kBKo @?әG&7F@!G @F?W;?za8?Ƌu9 ? ?t@*ffffff 17FWY Z@$`JA-w"@ANgT@+ (@F@gRH@щGc@¦ @/`]@?!@-@(?fjFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @2?}Sx\Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT?zG|j#Ef^q~@A "u@%F?zG{@F@6G! ^@40>@5~@3b@2Ul*T@(FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @6?ˮFsXqp@;6SɸBfB}1죴 BF@3R},|@F@ ?k@Ru@e}X?~ ?X +@(?M$FQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@6i7xF8؍9@A.7Ż@ jD*},T@4K@F@RP@5l@G?@#N3@yKJ7@?rS0Fͷy:3@(p Aׇ](#@Q33F@6dw@F@ 9 +@"4 +(@"KsT@"̅@#P/@1@6F[;@ޓE+A}qI@S'hF@"|@F@\YRd3@0 @sƚ@ Sr@ 7U@,ͿⰷFa4tU@BfAűV\@ξPF@,*1@F@/@+;-@hs@@\C@.ŠX Fdeo @y,AZ=1@1Z6F@-^J82@F@xQ@~I@wc@#[m@-l<@5?RCF"<i@ܙ;BfVfC-۪'YF@2[l@F@t4t@H=@&a?MU~%?:@$ffffff?׾PfFC9[@OvڇA 5@%gZF@$d1@F@f6i@he9u@֦Ju@ /W@ !@2?t=+1Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@ 333334?ݰ`EG'@&W7rAйv=@7l @تJR#@_U@cX1- @$?'Z3FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@+333334?*~-F\ I[@hLYAK,'@KmF@+"R@F@HN" @" +_@d>R@z@\̦q@! $F4ѧة@ھ#AݫZdt@ЭF@ .Ym@F@<3@ uvf@ zR@!1YY>@!K@+7F[Do%@T!gvAiq,@{rZF@*f@F@ȡ@!Ői@n%@})j@0Y9@$ffffff??A0FC9[@OvڇA 5@%gZF@$d1@F@f6i@he9u@֦Ju@ /W@ !@(GDkFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @333333?N}2@E[nq@xVAd@N!JluF@333333@F@& vz-@&37>@&ʓt^@'+LU@'Ao@1*Fqt=7@DU A%"@lT@3Wb@F@nJ @:@ù`T@b؜@osj@$\ս0FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@(N%)U6FQO@fYkA [K|@օ}6F@'Q@F@83#@@^#,@vt*e@zH +@?Δ Eo@-,_rAŠ@@F@@F@${"[@%.n@%*@&E/@&I@2=jnFuJs@٪YTBm|u?@ U|!&F@/Xtj@F@;fe}@ӖJ@ [ `@qx}@^tQ@)333333pDR8FT`@w07A@B=E4T@,Q@F@Ū<:}@ubY@7]@j7[y@w- +,'@ffffff?dL NF }=+I@JUeSAR^B@XF@ffffff@F@!st@#y<7Z @#:@|EW@#:@$KX@.?1Fg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@24B+Fa=A@vhCA۸]=k@#SF@%L@F@y XW@rՃB@b&B+ˆ@e@@*'FY߂ @]G_|Aw'>@|BF@5xW)@F@XI;@D@3J)9@-@fBMR@333334JjF1}iPy@ә/ `AԉMN@@F@333333@F@!뻰@#Ol@#a9@#F^@$G< +[@0SFTNOfV@XAH@S)z NF@'0J@F@Qj@Nr^@9+@PoJ@UИ@(ERFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @,? hFaE8W@ݪ*&>A@b[@ ojF@+{@F@0-ě@T3ۛ@5q@W*]@̀u@?%h\Fj8@.qAQ=@;F@ڱ@F@ 1ru@"T%ka!@!@"UL@"mil@&].FKK9oD@]A|j4\>l@ѩ*8F@%i;@F@@L^i+@c @\̮@Y'ݱ@.?nwNFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@(?|ĂFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @5?0lⰟJF,t@ܙ;BfVD^PF@2`V@F@t@le"@q?Mn?:T;ht@%-cFXT@8%c,F?` @H` +bA3@ jgF@zNz@F@k6 @ )os@D%bK@ `Z꽣@ :?D~Er @: +kA ̦=@3˽F?@F@)9|@(?^@) {r@({Nu"@(ec@Q]EŔ}s@c=XAA(-b@Q0}F@@F@&&"=@'f~W@'>H[T@'x@'f_m@-ffffff?LK(TFb>[m@Ί/Aygʻ@ǐT@1=MUi@F@ZeRb1@sM@~d@ e#@*@hc[@FXT@?r]Fͷy:3@(p Aׇ](#@Q33F@6dw@F@ 9 +@"4 +(@"KsT@"̅@#P/@1@!?ޢVxF5~@-fDA;&^$@;;F@ <@F@fկh@ }Q @ r/J@ IA耻@!$5p;@?ρJF#_P@ՓqևA(@u랷F@F@F@ dxE0@"#c/ @"I%Q'@# T̂h@#>L@333333?E9E@k:A$H]@,SF@333333@F@#[j@$1Q@$bNU1_@$uy/@%*}$&@333334?h,F3t @әj1eAԉ姁P@DfF@333333@F@!띀@#´Aq@#a3`q@#/d@$GSe@ ̿"M~EHA# @О: sAL%hl@2 mF@ @F@#D y@%0+D@$uB&@%5CEs@%d8 @?į8pE@Ѵk&SD?AA:Q@+[F@bF2/@F@"[=p$@$;Yo@#Ξo@$^Ѐ;@$I@( MsFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @fffffg.F$)e@1pA X @F@o=}9@F@"(`v@#a-@#@$; @$v*1#@.2Fdeo @y,AZ=1@1Z6F@-^J82@F@xQ@~I@wc@#[m@-l<@#333334?ՌVF>YT5@g"'A[̱4@ >xF@#2\E@F@LmR@ ^ >@uD@ Tz%@!0)@0333333?uR0Fk;!P#@WȍA>;@W/,tF@0jUp@F@ط@bYP@6RW +@S6@$~)@(Ϻ/M9FQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@?=0"@F&Ay0X@tuiAjCld'@/rF@z@F@@pc@!co@!ab[S@" :2@"}( @!?a'F7@CYQcAސ@u+F@!5ڭ` @F@ή@ 3[ @ B4@ SZ{@!y: Z@3cFyi^@ 6AᢆvU@c&XT@!!6@F@@f@I1@F#{O?@v"X@&fffffg?LgG`FKP,T@ޙâAj@}<9F@&bs@F@Յ@ +/Z@Hʙ@/02 @ e@,?a;GFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@$ffffffB"FC5@ON:A$E@jJ,F@$d3@F@-G4N@&w|A^@g]@ 0E|5@ vhd@.&yFf-V'@FA_ݢs@F@.x#@F@Ҝ6@B_ @2 X4@/u@[>@ Ϳ Dj(F3&pB@W9 +A|$;@ESNF@!FH.@F@Z&Է@!6H@ *"P@!96@!~(C#@ VDdtF2tR@pT_AGC@CvN`F@ѢY@F@-N@ ƚt(@ L@ Oz@!iِE@Ϳ&C,jF#Î@Ռ5MAؒM@aF@}@F@ Nta@"t{s@"yo@#&`@#t &~@ffffff?:(:F ˽ͯ@f @2Aq-@mYF@fb4~9@F@ s@"?&@!wK[5@"n@"X\ws@$?KM|@FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@!?MsF4/0@ھ2Aݬ<|@ݓF@ 0j+@F@;e[@ mttx@ zjN;@!1+ס(@!LW@ ?X(@"Y@!@+F7@CYQcAސ@u+F@!5ڭ` @F@ή@ 3[ @ B4@ SZ{@!y: Z@ ?\GENtPc@П%ŸAMD0@2LF@ @F@#`Ѝ@%@$4@%4'@%+@,1 ҰFaE8W@ݪ*&>A@b[@ ojF@+{@F@0-ě@T3ۛ@5q@W*]@̀u@*ӋFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@&?:r`FKK9oD@]A|j4\>l@ѩ*8F@%i;@F@@L^i+@c @\̮@Y'ݱ@Ƣ*JF$G0?@$Nr1A1o@dF@@F@L4@!['@!;@"'Ų@"aV@ !pF0N0*@LAvbj*@zF@Ŋ,@F@+<;@!Kӓ@ @!$.]@!A5a@KFT@*HH@F@l@-r>m@ y,@񕿌@I& +v@(?QWitFQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@.̿]KFXT@ iF/ǦK@|85ARb6@Q os}F@޽@F@ @ wR @ G|@!+*]v@!ZZX@&ᱲ.]jFK:q@, +t%AnS@F@%np&@F@$[U@ #@@Fj8@.qAQ=@;F@ڱ@F@ 1ru@"T%ka!@!@"UL@"mil@Ϳ{`F `P@Ԃ_[{AՓ%K7&@MIF@@F@!ua3@#bv @"W@## [@#!@ }33ڽwF007xD@Ρ_+{{Aܜ(@۬9dF@ 1Q֌@F@I;*@!Jy巷@ 63@!}i$@!eGK@ !781]!PF@&c^J8@F@y% M7I@v*Hy@eER'@(  @B*O9@.fffffgx F$Fe\ N2gi@=܇ AV5@XT@0e@F@Xi@0v(@@jO@}g@2ȢP4(ΰFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@.aPFdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@$Ϳ^X?~`FDa@ݔ܅3AY*C@8^hRtF@$ʯx_@F@@X@x5he@ AP@ CW@ ?xF05bCp@0fֽAỊ#e@5F@' QCrq@F@A2)@ yd@ QL_@ " @!a%@"? +fdF;iFt4@ٸ'teAF@]àF@!wpy@F@>ə'@ 1wς@7|X@ MئNn@ {@̿%3;F,@TMJϤAj|#@peF@y1D@F@ Q"@"\H@"UU%@R@"@#Y +`@ҸEŔ}s@YJ&A<ܭj@QF@@F@&6@'d @'<(%o@'v/W @'0N'I@?9S"F#F@d˕A.=@E,F@@F@"Fx@$ +kB@#{2@$2@$J‹"H@6)TFϟ@֗ȚB**V@)hF@!;<@F@cl)7@ R3@ +wU@ 5fV'@a@2?-zjFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@fffffgD#F%5;@Ack+@VF@fQm@F@"!B|@#uQ4@#3@$)[@$iee.@.?ℽdgFdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@3ͿAh,F|o@ݺA$2D@ x6iT@5j%@F@D@ +R2gU@G[@w( 0]@y)-G@04Fm􈘹@j A:'/@p F@/7~@F@iT<@ȇI]@0Y+@6p@:K@.?[FdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@2?hF@1Ӯh]@F@V*G@u@_@G@HT@?$ǎE&ʪ9@Kʶ As@%9}yF@@F@"+4n @$Q@#P띀@$vnQK@$p#1O@,k$@FaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@$jJFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@1?+s ^Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @(?bAy FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @"fffffgXJF98@ے5AߝӶ@ƿ)HT@"ܴkD@F@Tiܧ@ .G@ E'?@ G@!Hv>@&XFH͸ A@)XߵA*ێ@DT@)G 0j@F@UFE@|J@wX@DfmE@ $Yx@2?OFw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@?hh7|F$G0?@$Nr1A1o@dF@@F@L4@!['@!;@"'Ų@"aV@$ffffff=3FC9[@OvڇA 5@%gZF@$d1@F@f6i@he9u@֦Ju@ /W@ !@333334?\lF3t @әj1eAԉ姁P@DfF@333333@F@!띀@#´Aq@#a3`q@#/d@$GSe@3UnrFe:H@b9c&A^>@ 13њxF@$:>/0@F@̽%@NZ.@9"@@ +Aho@5zwܙF:Z6@$jVB +ڌ@UR89F@ %@F@f/@ ==1|@ +^S @ HV/k@C)l@4i?Fy}¸0]@?*BA_Ǟ@(T:T@`@F@ hq@!( S@ y.@!bp=@!G@5FhG\v<@]$ATY@K&T@ NP@F@%ϊk@1)@tU,@*v@[(?zG|gMDXEf^q~@A "u@%F?zG{@F@6G! ^@40>@5~@3b@2Ul*T@( FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @+Eōt|@2NCA @Q<|hF@#5@F@'HzF@'L`@'rDc@'췔g>@( ei@%?jg (FGqϝu@_i#nAֽ@F@%?) +@F@)na@EK@(З@`Kxx@ aP@1?)-b`Fssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ @?c=0HFO}뜇@(Av@',1F@V}@F@!?#pC@#5E\z@"@#_w^(@#Kj@)?E\FVȠ|@UAZS@50™F@)v@F@SCNc@|m@v.Q%u@gaZ@wod@,?2)Fa//C@ਝT|A f@u{uF@,v @F@ `@a>@495s@؈'.o@P6N@?luF;os@,N[FAYCc@ zSF@!}@F@!"dI@#̖^@".1O@#HY4@#Sf +@.?k(FdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@0c hFj(Xes@>>~A:6@UT@1VD@F@ڐ @J@ 5w@GA@G@(?u\FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @1H1aFssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ ?񙙙?-E9Bt@i!}A좡|@XM F?񙙙@F@,wIrYn+@,!1Q!/1@,6b@+Lr:@+$!m ?333334??2 tEhDL1G8$@nZlAd5 @I./F?333333@F@/8X@..i@0 @.* q @-E;׾-@6 +2*~Fs@A^@C=7T@ P@F@ {_@#tsD@"-d#@#w2y@$h2wC7@ffffff?:a5pF ˽ͯ@f @2Aq-@mYF@fb4~9@F@ s@"?&@!wK[5@"n@"X\ws@$?+aTFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@0UR[քFm􈘹@j A:'/@p F@/7~@F@iT<@ȇI]@0Y+@6p@:K@#?{pF@9.b@iYABҶ@YR\F@#`4@F@f㒛@ /a>'@K(d @ gKչ(@ 3r-@ 333333xluEHO%@δ"L/Ayp@<*yF@ 333333@F@$WH@%C@%lB@%μ@&r @4n#kF~Z@~_AkV@ipT@T1zN@F@f@?Z%@C@ĥ*q@ ojv@3XBeF^ң^@R .B,>:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@(~Y;} FR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @?f$>F#_P@ՓqևA(@u랷F@F@F@ dxE0@"#c/ @"I%Q'@# T̂h@#>L?zG|kMVEf^q~@A "u@%F?zG{@F@6G! ^@40>@5~@3b@2Ul*T@&/b[FH/@CAW@dEVT@&Wx@F@¤@#ѭ@,r"X@n>Q@ G\W@*?7FYj@SRKApLŗ@' 0F@*Q@F@*%ѷ@KG*@WeB@d ~@ + +Ý@̿G;0F,p)S @kCA &w@x+F@̧s>@F@c^m=@!{iLf@ $@@!|f@"$HCh@ ? +@F2@چ YADߓ@B9F@ ̞#l@F@sv@!`u@ +n8@!Il@!L7K\@333334?F"Guu@׶2|Aub@ F@3-@F@9@"!3ETh@!@"Pq-'@"k9@333333X:@E[nq@xVAd@N!JluF@333333@F@& vz-@&37>@&ʓt^@'+LU@'Ao@,?6ŤFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@3333349 *F"Guu@׶2|Aub@ F@3-@F@9@"!3ETh@!@"Pq-'@"k9@*?}~FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@1? dFq@`_ :A=;@ɤu{F@0FJ@F@B/@/l@J G@-@v'@3?^F&Il@Ȉj$1)B)dGQ?NTF@2(@F@T58f@ +f#@@3[@IG@?GiE V@͑/ AН@@(Q2F@@F@$ +K@%|R@%m@&L@&I +?333334?2".E_p@SwAaR@Ati.F?333333@F@(ɓ@(.ͽ@(@(9bG@(ʮ @ A2D}F0N0*@LAvbj*@zF@Ŋ,@F@+<;@!Kӓ@ @!$.]@!F&Ay0X@tuiAjCld'@/rF@z@F@@pc@!co@!ab[S@" :2@"}( @?DLF+Z5(K@?v1AxܜS@ޭyF@}wl@F@`@!C?ϕ@!P@!{@"6D@"333333?v7F9nj|@@۲9qA-qy@FF@"2>B@F@eY@ n@ S+)@ յQk@!Sٍ'@0?u- FoC,1th@ߨbKUAn@ #ӕT@3ue@F@:r@F@fv+@Q5Y@2;@1ϺW 4Feqߒ[$@ٟ}/AEW^&@ hZ1CF@%k@F@:Mȋ]@ o;@ +`@l*/x@Xڊε@&ffffffmqAhULG@*QɉĺF@@F@"Bi@$o7@$CUY@$fW@%ƷCh@, +uטFaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ@, FaZ' @ݎiZ|nADH@-F@+fI@F@ 5x@<6T@i@@?1@YzJ?333334?G +E_p@SwAaR@Ati.F?333333@F@(ɓ@(.ͽ@(@(9bG@(ʮ @.$Fdeo @y,AZ=1@1Z6F@-^J82@F@xQ@~I@wc@#[m@-l<@0o~Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@4RcL`F8/@D](Bd,@ %T@!e @F@ @:ۓ@Gq@^@M]?333334%\/$pEtjtH@RA$l@&ΐKF?333333@F@+p"@+A}@+?+"U@*y.@*J&s0@.?O"FdI7@ހ\QA|{|\fo@b[F@-E@F@~pT/@Z'@@) @3ޘ@,VEFaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@oee1-Eѥ+C@KG\4 Ao;31@%23F@@F@"flV@$R%@#ؾB +@$v8dq@$͛K@&?FLX@UTj@iJqUmA!^S4@Ë3F@%\N<@F@Y@2@_@&>(@"Y@ffffff쓊F ˽ͯ@f @2Aq-@mYF@fb4~9@F@ s@"?&@!wK[5@"n@"X\ws@(?J2I=HFQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@333333?N@&ʓt^@'+LU@'Ao??EEyzt2j@~wA.uxRA@}DF?@F@-8mql@-@-WL@,b@+輚)@*?m]6FY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@29 Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@*xE%EFY@TvMcA+Ș@YӕF@)ި@F@v%O(Q;@Ìe@q|@<@pp@ ?uUF?QQ]@6pmGA'͉@QF@"up +@F@5@»D[@QU@ @ M˦|W@$@k3FBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@$x9VFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@?˶{o@FO}뜇@(Av@',1F@V}@F@!?#pC@#5E\z@"@#_w^(@#Kj@#?[vFA+Ū@[P7Aq!#ϧ@\Jk+F@#`(^@F@8Vu@ rjb@PyN@ Rp"u@ Ԝ11 @*KF;os@,N[FAYCc@ zSF@!}@F@!"dI@#̖^@".1O@#HY4@#Sf +?陙?Eb,YA2@\AWMc@cc9AAS/@X8l)T@䎊q@F@׿@.@W^rW@)[8"@ !Ń$ +?fffffg?kNaLE@-Y8AYj@OF?ffffff@F@'dRԖ@(-Ʈ@(,fFwǣc'@d;iA5v%@ ןk7F@1L@F@Q$hH@pOz_Z@Z(iB@kj@Х@,?n9 FaKU@ݧ|$Aﾨ.NR@ gF@+KI@F@. +)@Q&O9]@3o'@ɭ@n%@0333333?ĺ?Fk;!P#@WȍA>;@W/,tF@0jUp@F@ط@bYP@6RW +@S6@$~)@0?~?pFm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@ ?VREtT@_A%Y[ݖ@;VF@ @F@$?@%CQ@%Y :}@%l@&Rv@2#}Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@fffffg?* Ez@̎atAGM@EDNdF@ffffff@F@%D@&?JY"@&V|@&X{)@&1ɘiu@$?4gEFBր9D@0gA#$H@ӲdF@#`:@F@vM7@D4R65@;^@@ Ru@(sFR=ie-8@ƅ'(AR/&@BF@'qbb@F@OT@> @تJR#@_U@cX1- @?ԢF`F#F@d˕A.=@E,F@@F@"Fx@$ +kB@#{2@$2@$J‹"H?fffffggQ1E@-Y8AYj@O `|gF?fi-@F@'d{r;@(-t @(Yů@(*@(F@%?ߥ$xFE]N\@ݹoģ!A(Z@RF@$[@F@ux(/@ZRF@mܪ7@o@ _P]G@0 Fm􈘹@j A:'/@p F@/7~@F@iT<@ȇI]@0Y+@6p@:K@0ŧBFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@%<`FE=iK %@lrdοA߸b@`"F@4jF@F@aD@>]i@|@;} @ @@?tECe@/nrAz@%~jF@@F@"s׫@$^ez@$;+@$-@$%`@0?*Y0Fn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@24'\)F 3NO@ uYA}@[tF@>'@F@!ʩz@#m\&@"|. +@#.Ţo@$WZ@5?~3q(FK@39B@|0lT?3/F@!>6F @F?^? +9?sN?ə'@ 1wς@7|X@ MئNn@ {@2?Fw9c@nM +pA!O@ 0RT^>F@1Ӯh]@F@V*G@u@_@G@HT@\~{yE V@͑/ AН@@(Q2F@@F@$ +K@%|R@%m@&L@&I +@4?eӀFe>x@VAB_t3=:=tF@3`sW@F@+C@2rzR@!@/Uu?tBƫ@.ݍjOFdeo @y,AZ=1@1Z6F@-^J82@F@xQ@~I@wc@#[m@-l<@&Hx=nFHh@GYA]kT@sT@&Fd@F@YVg@%@?Z@"_G@ F^@(?qkpFQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@0OYFm_@݀P@A 4h@F@/P3:~@F@?_7#@քw@љv@Dlt@HH]@̿d|F,p)S @kCA &w@x+F@̧s>@F@c^m=@!{iLf@ $@@!|f@"$HCh@5?A F@_?Bi^?f@ ?$'hEtT@_A%Y[ݖ@;VF@ @F@$?@%CQ@%Y :}@%l@&Rv@$ffffff?OgvFC9[@OvڇA 5@%gZF@$d1@F@f6i@he9u@֦Ju@ /W@ !@(?`FQ$0`z@lvCA +*@.F@'W@F@.r@{@Bb@uz#)@y2Bv@.?bxFg72ϓ@ݐdYA!@?@SF@- k@F@f8u@@R|X"@ۼ:@hT1@mg#@'fffffgƧS(UFOcN@-jWAa\w@qs"F@'`y+@F@3]@;Ψ@P@g0"%@N]x@3?5/k=F^ң^@R .B,>:֭S?S#JF@2yU@F@ LQ@ʕPu!@@ƹ@R;A@? s\F&Ay0X@tuiAjCld'@/rF@z@F@@pc@!co@!ab[S@" :2@"}( @0{ήFn I@^aAS8=S@{W`F@/1e@F@;@@_@DD_@/|ji@2X@!?'lF4/0@ھ2Aݬ<|@ݓF@ 0j+@F@;e[@ mttx@ zjN;@!1+ס(@!LW@!?߮WW@F4/0@ھ2Aݬ<|@ݓF@ 0j+@F@;e[@ mttx@ zjN;@!1+ס(@!LW@2}OFu9ɓAo@٬0?rB5u@ ^F@/X- @F@Eź@Njv l@8@|d5@i +@+ۏg^F[Do%@T!gvAiq,@{rZF@*f@F@ȡ@!Ői@n%@})j@0Y9@.鵍bFfq\Y@ž|A@B +F@.xg@F@ d"@+[@g Z)@ЕC@ʂ@1ojFssaz+@8KA䁿@ W:AF@0KCW@F@n*U@;@|W@=EK@z$ \ No newline at end of file diff --git a/Test_Plots/iso_7.00_0.00_01000_m10_IBsingle.fits b/Test_Plots/iso_7.00_0.00_01000_m10_IBsingle.fits new file mode 100755 index 00000000..ab6c9f39 --- /dev/null +++ b/Test_Plots/iso_7.00_0.00_01000_m10_IBsingle.fits @@ -0,0 +1,33 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 105 / length of dimension 1 NAXIS2 = 94 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 14 / number of table fields TTYPE1 = 'mass ' TFORM1 = 'D ' TUNIT1 = 'solMass ' TTYPE2 = 'L ' TFORM2 = 'D ' TUNIT2 = 'W ' TTYPE3 = 'Teff ' TFORM3 = 'D ' TUNIT3 = 'K ' TTYPE4 = 'R ' TFORM4 = 'D ' TUNIT4 = 'm ' TTYPE5 = 'logg ' TFORM5 = 'D ' TUNIT5 = '' TTYPE6 = 'isWR ' TFORM6 = 'L ' TTYPE7 = 'mass_current' TFORM7 = 'D ' TUNIT7 = 'solMass ' TTYPE8 = 'phase ' TFORM8 = 'D ' TTYPE9 = 'source ' TFORM9 = 'K ' TTYPE10 = 'm_ubv_U ' TFORM10 = 'D ' TTYPE11 = 'm_ubv_V ' TFORM11 = 'D ' TTYPE12 = 'm_ubv_B ' TFORM12 = 'D ' TTYPE13 = 'm_ubv_R ' TFORM13 = 'D ' TTYPE14 = 'm_ubv_I ' TFORM14 = 'D ' REDLAW = 'N09 ' ATMFUNC = 'get_merged_atmosphere' EVOMODEL= 'BPASS ' LOGAGE = 7.0 AKS = 0.0 DISTANCE= 1000 METAL_IN= -1.0 HIERARCH METAL_ACT = -1.0 WAVEMIN = 3000 WAVEMAX = 52000 END @#F@YBH@XYj@!SyJ y@ 0@! a#@!TZj@ EZ_ @Ш6fyAǟr@o 8F@ >(@@#0{@$;!@$gӢ @$}g@%%g@333333Fo@YAے0@zWF@2Q@@ ;>[@"cE<@!R;@"?Pc@"? +=pEi@¯AA[l2@1F? +=p@@)Ij3@)b@)c@);mC@)"J@9FR@ttՃAt@OvH;T@3*@@i@'Q@%w@غw@5@4F v%0@fԋAv7X@CEͲF@3zd@@jO@ @ٮ@u2@}1}@F%KS)@ۉU}AyX @xF@iQX@@f^@!3Q@!-U@!T~be@":,c@F$@HT𣏕A؄7M@W=F@JE@@ V2@"ݞs@"wir@#wD@#g[7@F!&.@7{M6A|@!3F@@@Pk@!*77@!3x]@"mH@"]U@#FB${S@ڲlCfA@Q F@##x @@~ e@Wo%@Q.<@,Y&@ [(DŽ@ffffffFtY@ҰYAٕw@Γ]F@fL/{J@@!L^@#f5~ @#Ktey@#ͯ_W@$&7@&FK9fl@ 1UAgSB@\l~@$} @$4N@.FfeE @ɌA񷍔A@(F@-FV@@A28e@?m@ (q@Ξ@M^f@ffffffF"2;@a%=Aspw.@IgwF@ej@@=$S@!ù@!k6*D@"׬P@"sf(@!F9m@ٯ]]AAQ*U@+d)F@!˾ʫ]@@E,@ <N#@{ͭ@ oK\@ e:@!ffffffF7d@h ߞAք@5ޱF@!e]r/@@(?/@ asM@%@@ Svj@! ++/z@FAq@3A@nwAF@̋C@@!(p@# 9Q@"K;@#19Z@#?GzEiT @A )RKZ@VPIF?Gz@@/s%Ӧ @.\@/\Ў@. Zڬ@-3V*@ 333333F2y@؜˗SAϢ"@J' F@ 26;%o@@`@@ 8R>@ IG0h@ ?+*|@!htb8U?\(EHEi@ĪRNAa,Lx@qLwF?\(@@*( Il4@)Wx. @*;@)x@)΍u|@"ffffffF=Z1@ָ@?OAa@MF@"e\R-@@V~*@ t@@ 6{4&@ @$V_@$$@$xwh@$1$lqQ@333333EQ:/2@˥iA`C@)ՀF@333333@@%=76C@&[ +l@&!I€@&r@&7@7FDgG@JuAb׼@A83T@4;D=G@@C@C@`/K9@2+}@L[ߠ@#ffffffFA@ڔl +AiH[@PF@#ed@@h@t:,S@ns@ܲF@ hC@"F?);:@L?A[@[MF@"v@@'0nm@,@z@ # m@ 5c@ F4WC@'JA'$@C0SzF@ tj@@r@ s"@ & +m@ N )I@!H'^@ffffffF ΩЁ9@ӳ Aב@_,OF@f/Y@@!HO,@#$Jj@"}[@#KI@#Uc@#333333F@_xK@v+?A+r@ TaF@#2r/Y@@Eo%@L @%@*?@ vgS@333333E(߻.@% A϶,@F@333333@@$d@%@%@&t@&CN@FXo@FwoiAl@t(%F@?@@"-@# ?vw@#&M@$["}9Z@$_n,P@F?WL@]gAږ]x @,FF@Zjj@@ PP@"Sb@!^@)x@"~Y@">q@"333333F;=I@_XFA B@(oF@"2CV@@,Y,@ #mͻ@G\@ Vn@ εs 3 @FwBe@|ҢAB eLR@DZ F@̪[@@!…v&@# 03@#+:~g@#]@$ iS@333333F049tB"@1 AJa2v@UmrF@1`l o@@~rG@ \@ Lp@!($@!Sb7@2FwF7@A!A|;W@ :knF@1եc@@E!Дf@`ӑք@KU@'|@uS3^@*FYafT@fhA띆s1 +@c&]TF@)X%@@_K1@鉌@C@D\@ nw@ffffffF'W<@*^GA)@pF@e@@x}@!y+ݎ:q@!@!@"MAJ@F ?9U|@ ViAGr8@ F@>-b@@\e@"H@!K @"0@"@,F`>%@heA@KF@+o*ZF@@RT@ya6@Z@@/rH@;n@1Fr;@*H-1A'q*C@ ӔF@0 @@ +x@]@}m@ X3@"?yRq@ffffffF-{(^@]A +G@] +F@d?@@4@! xl@ @!K6@!s_v<@!333333F6& @GFÊAl(@99F@!2)n@@L-vf@ qdX[@aQ6@ i&@!c5@333333F$)wr$@ֳA)A"N9 @|vuF@2s@@,d9d=@!ge@!AR@!<@"L +T@333333F5@5A+K"@Ɠ9`?F@2 +6P@@!<|{@"@@"u{g@#S@#~Va*@!F8:x@نPjzAN;@.ouBF@!G@@h d@ M<@ta@K@ RPW@ E $?\(EBJ%@ #Aȿjh(@5~F?\(@@'I1x@(z@'Q_X@(ى@(6v?=p +=E. d@nsAǺ-]@#'OkF?=p +=@@(Dot@(O#C@(pޏ@(6 @(eg@F*ѱ|@מMA2}@e#Q_F@ $ p@@$Dޗ@!@Ov@ ʍs@!p$a@!~U?QElC; +@U2WAmK@GFF?Q@@/!X z@.lu\@/+t&9@-gV:@,(W@"F:?@_MAX/Je@,v>F@!Ft@@I@ 2͔mu@fɞ7@ e ]@ C U@F,DJ@×K4Aߋl4n@aL6F@_0X@@|@!.G`@ f &F@!]B@!j;@F-74@{_UYAؼ/3p@!PF@@@@ ܴip>@""@"d݋@"99@#VY5*@EQ@ͨJAM@jE F@ҝ@@$t43`]@%\۩@%z4c@%(|/h@&K@EՇW.@ʳV AC(m@07?ffffffE!) o@;ifCA @@7F>F?ffffff@@'s@'R`@'ۆ2l@(䵃lg@(}?E}Y*@l| 2AþЎ@7F?@@-B:8@,wmy@-Z!=@,]|\@+}}@5F&lll>@!nAoА@A/fT@4:m@@3@{@u4@Q]@k&.V@ ffffffF3_%*@ؽErA @D[%F@ e\R-@@ڛ\w0@ k,B@ 4ܧ@ 1Gb\@!T k@#FBp2m@ޛA6@+-uF@#)r\@@kiN@6 F @.P@nKR @ J +bwc@F&6E#@H6gApe @t-šF@X@@ξ|c@!nMh@!@!T,@"'L@FV@5AR@ +ƵF@P@@ ps~#@"o5y@"j}@"@4@"%P{@F>if@GAm4EYm@]HF@cA \@@ ˫y@"{]k@"2(J@"ń:@#)*I@8Fa=@@[:'AJ@H{T@3r͞&@@@:k'@ej_@Ձ@j/@ i@E@>FܚsArA!4Ag@*-#T@*U`A7L@@"UFY@o@%4@@ @$Pc@%vrA@&?QE>@Q=eAbl)@GQ F?Q@@+)$e@*g @+Q +E@*:@J@*6a]f@ffffffE>?߽>@ PNA!V@@iA,F@fV?@@#-H{@$w@$D$@$;ר@%s@ F1݋N@ySTAEOH@Ny=DF@+U @@/l-@ Ռϓz@ [d/@!UL@!y|@"F>qC@!A.Ĩ@iF@"@@@5,IVo@UF@^ @ 'pí@ v@333333FmW@ +@$;` A@$t;Wd?(\)Epb+@{|/ACI@8 z7F?(\)@@.MUL@..ת#@/; @-g@,̀?p +=qEs{9@9<>A%Zs@{F?p +=q@@.Ao*@-߈i@.PWP@-*B0}@,j(߲r}@ffffffFq` @ԪB|A{I:j@C1F@f +L/@@ @x@"'\]@"JTU#@"ܐo@#??@F } KA@Ӂ1DA/xĖvv@*?1F@g@@!hT@#?̵@"%j@#f +/@#}:@333333F&HuI@BȕAٿԚM@ǗF@2<64@@ ~@"w\uX @"kQ@"y@#B%@F#]rsu@֊tOhuA<[X@R +F@˾ʫ]@@Z G}0@!Ǐ0ZM@!V?rVQ@!D@"_n]@0Fl꼯&@إkzA: Ё@aqF@/OB@@hJ@[@J% @E 1@xp@F(iZ@QhغhAނ_o@lF@c +Sz@@zFҼW@!f6%rN@ V8^h@!t#@"6u@ffffffF/ +i@Վ;=AڽeiD@wMkF@e?h@@ >r۬@"DW_@!0@"o۫ @"֬ң@E^ -T@%~(WAc`@ LF@@@$*@%t@% >d@&PP[@&W'@$FCg5( k@/*A[YX @TєF@#KCW@@T s!\[@ }x@2:<_@3@ @b /@F.h@ y7Ac0@Yi5F@ ͳ@@ō@! +~@ (j@!:#|N.@!@) \ No newline at end of file diff --git a/Test_Plots/iso_7.00_0.00_01000_p00.fits b/Test_Plots/iso_7.00_0.00_01000_p00.fits new file mode 100755 index 00000000..710db21c --- /dev/null +++ b/Test_Plots/iso_7.00_0.00_01000_p00.fits @@ -0,0 +1,231 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 97 / length of dimension 1 NAXIS2 = 554 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 13 / number of table fields TTYPE1 = 'L ' TFORM1 = 'D ' TUNIT1 = 'W ' TTYPE2 = 'Teff ' TFORM2 = 'D ' TUNIT2 = 'K ' TTYPE3 = 'R ' TFORM3 = 'D ' TUNIT3 = 'm ' TTYPE4 = 'mass ' TFORM4 = 'D ' TUNIT4 = 'solMass ' TTYPE5 = 'logg ' TFORM5 = 'D ' TTYPE6 = 'isWR ' TFORM6 = 'L ' TTYPE7 = 'mass_current' TFORM7 = 'D ' TUNIT7 = 'solMass ' TTYPE8 = 'phase ' TFORM8 = 'D ' TTYPE9 = 'm_ubv_U ' TFORM9 = 'D ' TTYPE10 = 'm_ubv_B ' TFORM10 = 'D ' TTYPE11 = 'm_ubv_V ' TFORM11 = 'D ' TTYPE12 = 'm_ubv_R ' TFORM12 = 'D ' TTYPE13 = 'm_ubv_I ' TFORM13 = 'D ' REDLAW = 'N09 ' ATMFUNC = 'get_merged_atmosphere' EVOMODEL= 'MISTv1 ' LOGAGE = 7.0 AKS = 0.0 DISTANCE= 1000 METAL_IN= 0.0 HIERARCH METAL_ACT = 0.02380291467262473 WAVEMIN = 3000 WAVEMAX = 52000 END E[&r@A-??2zV@'rWF?0lwr@8Ox=@7pP-B@6t; m@5rā @2KE2E @U AuT?@ɞ F?aS1@8:A +@7Vw;@6Zdo-@5\iu^@2_E(@̪|quABa?'@TF?z@8%@7=F@6B?g@5G@^@2@E|/'@8zAޏ ?_!@c[F?\k@8Vb@7&fu@6+5@52d6@2+E.;iG@_A\~>0?1~ @C&F?1tj@8 +@7'̶@6QD@5(a@2|KEyhH@-+F"AnyTc?\ޤ;@F?\Ywx@7M\@6v@5޹@4Ѫ?@2^%-E4f<@7)UjdAH&?)t@oQF?)@4f@23sE.ZH@uhYL%A[oTWl? ͞p@<ɤF? ES@7f&@6{1F@5r^d|@4z@2w8E!ׯo@g A)f?G@x⳸F?@7G<>}@6MyJuJ@5Kg@4h1j\@12fE"45_:"@%CFAeb?ǟ [@mAF?ǟ >l@7,y@61 +@5/ {kB@4Mj @1c5E#7@ wWAmz?66-@ڗxF?Ag@7yA@6>n.@5Z@4/kv@1u_E$ ͋@(wAq?&@W$F?$Ʃː@6=ǽ@5 @4ꇯnZ@4 dS,@1]LnE%+ɘ@@Uɣ$AHD?ʰ(p ?@WꆴF?ʰ&M;Ŀ@6݋$!@5᫐JF@4ϸz@3@11 E&0x9+@UUAt?e@o̟F?|%s@64n@5҄M@4*B@3[@1E-=@A8 x$b?ЋmE@9LhF?ЋlZW@6Z? @5\@44[!@3_-@1Nv̲E/֎@uA΄i'?TL%q@򁱦F?TK?]@6@R10@5B!4@4v @3BdpS(@1@6'KJ@5)R̺@3I'@3&Q@1*tӗ0E1,i@MA9?T1@F?Sʿ@6vz=@5K^R@3L@3 / @1U)XE2pJ@mѽ'HA6r |?io@ϪzF?imQ@6 b@5n#@3͌,0q@2],@1E3=X<8@A?ӽYb/@ x!@1E3`@/6WAEl/?X4?@G +F?X35n@5ޠt@45d @3 +'q@2Oz٪@0Hu-E4Bц@MDA@fa?v]@CVF?vK@59U@4!+9X@3-7;՘@2di@0E47@YXA2g%?Բeo@p@F?Բ*:@5O>1@4ו0@3#p@2yE@0buE5Zx@^iAeTG?Wڷڐ@F?W.@5̷ +@4 R@3| N@2%kj@01E78@ 㭷A$'5g?Ko@RrEF?KmF@5{.@4`+@3o$z@2V@0ѯE8HS@IdAmf?׃>"@HF?׃"@5pfrH@41!h;@3PWtJ@23*\@0zbE:eL +@uiXA%3HY?cv@ϐ{F?ct@2En@2*&=@0I'CCE@$Q@]QA.#@;?0V@-_xF?V޿@5pJ($@4Sȗ@2Z߸@1g@0rreEA*:@QA<%?ݫYJf@IVF?ݫV@4e+Z@3tFC@22@1¢@0ZzݧaEC/!7tv@5 +Ar?sԪn@Z$_F?saS@4e@3,@2wCs@1u@0BYEDջ؈P@"M=Al@TM?;@y"F?96@@4S@3B@2P֡@1Z@0*56EF-H@:.ATD&%?OǕ@ iF?N$G@4(`@3'Q@20:r@1d:(R@0, EH]ڰS@MLAC~Hd?뽂y@#F?f[@4{@3q +i!@2S@1ImEHM.@0Udo@3+(Jqd@1΢-@1:r@/}EN1C@AĀ?p,@Q +VF?p*8#ӿ@4+z q@3/<@1t;@02ÿZ@/0;EOY-+@жVEAķ~?YR$@y ]F?ؙD.@4lq@3 (w@1 @0'sM@/y$EPbE5@>t6 AW?憔@Etk}F?憒pL @4 y@2R*k@1R@0'ƹ@/`YVEQ9J2@k AAyN?*GH@ʊF?*D}"@3HW<@2Kdؗ@1Xl@0n%{3@/EHER7!@rPAŎ[3$?ʢ@.F?8(п@3-@2x@1q 9@03@/&[,ۀES[+_Y$@TAݯ?-%r@թF?ݎH<@3 U@2Jzo@1VB@0}@/8ET@'xA, *!?o)N@ -'F?oXY@3"vz@2N +@1;P̠@0yGDW)@.9k&EV @w @AyOJ&?E5O@ W!F?E30&@3"L@2np5\@1NG@0^ :@.bmeEWL@?~A/P?0`@#AsF?^EH@3eR@2K[nX6@0tM@0AaV@.ںܧEY^@7 oRA_e?༃q<@% M5F?S댿@3AGc6@2'oJ(@0¢}d@0%80͓@.n*UC'E[@ D}3@CL>AaƩ?Đi#@&4F?Č"@3]-|@2c/@0xi@0rT@.FLCP}E]m6@p3>AǠ7,@?y 5Dx@'ȀF?y ~~,@2w@1N@0Z5\o@/S, @."UnBWE_k=#E]@o7Aж];AɠlJ?4T@$alF?4d@1 m@0c:4@/fd(@.WO#@,%'xzEjRr@GlAۦa?e;@"9ͬF?~VY(@1q mb@0g@/6gV@.Sv~@,^WEm@@>$-j1AV<DzB?^?_L@9F?\7@1= @0}"M@.4i@-ŝ@,7GEp-^@roFEAʺԨuu?XQ@aRF?X@18@0TV@@.v1`@-f9@,e_`ErjS8@4EuAEYպ?O @F/aF?$峯@0q\G@0?@.Ur1;@-XK@,&~$MEtMҼ!)@`yAm`?J*پ@ ]YF?J53Z@0y]@/@-R@- { 5@+拝/Ev@P@;.NAMy?d%@'%@F?st@0B-Q@/Q0@-̌($@,շ:0"@+ Ey, +@8X-Aq??6Lz@)~K>F?4h@/:@/)N@-eLHL@,'3@+uE|´S@U +$Ac?I/z@mF?F)׿@/n@.` @- pȫ@,6' @+/KzE,R m@ju Aΰs ?@F?RVĿ@.8"@.c)@,acc@+Luե@*E1ؒ@\{ A8X3?_1s%g@{ -F?_.@8@.l@-P-@,XV[,@+5p@*CmE@7GA?5[M\@RF?2-ÿ@-=`@-MY @+k@+A{Cz@*XWa;EXO h@"lA6נ?*:rS@i|ţF?*7ΐ@-\'@-@+i@*葯1a@* +E/%@B4AH?fa@jsF?cn{@,E@,[I@+4g#@*DG@)#EZ-b@`EUA˲%??ߡX;{E@N4F?ߞM*J +@,V.P@,3Ydx@*1Vku"@*9x@)k!-Eڜ}@_ꅝAӴG[_??X.2@+m:!8F??Uڈ@+zݭc@+?$@*yZZ;@)׸9@)Q+ZEW@>g9Z:@&IF?|<@)M#ٝ|@)Jgj@(lca1@(p@(*EqKo@Mv/jIA=˕ ?csU@F?cmwO{@(;c@(J@x9@(iYR@(- %@')ǥEo{uo@lB'A'\?qxW@g!=KF?ؗ ;@(>@(@ @(!C@'1R@'@=ENpaI@[`a2ANht?:Q^@熪F?:\y@(Nw@(+yi#@'}#@'4@'_ |E5c,@DNsAt~?E,Ċ@*riAF?>ym@(/ @'઺@@'q@kK@LwF@keh@&cLM@'Ҫn`@' Kd@'<@'pE+@i֢{Aц/[R@C@NgF@ @&ТZ=@&+?@&)S@&BnH[@' xEoo̠@à=&AѢ @rD|@N\:F@kO@&ή?@&g;q@&8n@&̗_@&GEr@|kS!TAѵ=@(w@Of:F@(@&yſ@&i@&غ,kC@&ﰠ@&aQaE+ 5@R@}AG4'@Z{7%@P2F@Z~J$@&N6W@&j,(q@&1v@&_@&E®M,o@{6͹A@xe'ʳ@PF@pg@&{z1/@&h@&UO@@&Vс@&1 إE)rt#@VhA|"G@52@Q|F@.$@&]Kb@&Y΃@&d_ A@&#.&@&ޤ$/EĉD@|/4A"W@3d@QoF@q@&J [n;,@&ǻ3i@&r,Ȋ@&$@&EHT@ļAA<%@M@Nq[K@Q 0F@M7,@&(Y9o@&lR;:@&@&G{@&@LE妿=N@.UAV @@R +{"F@t@&[R@&[%9 @&r݅b@&}BY @&paEE*@ ?AsCg[@ĩSa@RiF@ĠGԙ@%т@&H@4n@&a@@&mxY%@&8MQ:Eȿ @6A҅A@|PDs@R F@s +|.@%@&<@&WT@&c2b@&~&4@&\,qCEH@@hxiAgo@@QҢF@ʐ'r@%M{@&D(';%@&"@&0.I9@&OU\EbBE@Y3Ap@k'@Q}+F@J#V@%&U@%kg@&Jpc@&"7@&B&'E)"@8؊A' "@EO@;@QYF@ECh@%i:$@%)`M+@&Ef@&hs%@&0=EИNŐ@aiADf B@@P +XF@L@%T~@%̋@%z,@&;$Dd@&#I; OE&.8@ƃv2A[~L@1ܔ~@PF@%ѡ b@%D +#@%*E@%H݉@%miN@& +.{ߚEY@Ƶ4A}.:@tO@PF@g@%+ވR'@%i3bh@%{@%XH1@& 釱Eg=E@6eAӜ@5*[@OF@53@%.U!q@MN{"F@P/C̙@$9vB@%XԺG@;@%`@%2^*@%ɡE׮"9?T@b- AJ]u}@AI*@LO -F@~|@$k@%G4@%vh$@%=g|n@%U6EyM@ E<4pApAw\@hKVU@KxBhF@X'@$p@l:@%5R@%eˮM@%wqkS@%?E hP@;769AԕHA@2]p@JzF@2L邊@$vc%V@%$؊{@%U]O @%hb@%AΥvE3͞5@?AlH@ +J)j@BN.kF@ +2A@#,@$Ԝf@$훷.@$i1P}@%i`FE?&'@fAWB,@ BR(F@AIuF@ *+D@#{H@$@$L}q@$azqR@% -!щET@Eۨ+A*8 n"@ iAƙ +@@=vjAF@ i(<ͼ@#@$x. 9@$ 0@$W!@%iqw.EŹ@vzgHASD3t@ 4@?xF@ Mr@#@h@$hx@$.mU@$ע%@$_)Ey;b/@ʩ.^A}E@ 7z"@=2xF@ 1@#oX7F@$X1@$vǫ@$}@$vEȄOЮ@ۖA֧Z@ d/+]e1@@$wqa@$0:&@$ .B9E",j@>pWSA3G7@ Es`@:,הF@ LC@#65 @$)b8@$iW9@$kO-@$tx EkL@sA&L%խ@ f"a@8oF@ f>Z&@#"ײ~@$aQ@$Yg@$q`U4 @$XqmEN+s,@˦^"ƻAQGB,=@ 2G@7F@ A8@#QW@$ U @$K![@$bެ@$L(EJxB@ލ*A׀.@x4\@60͚F@l@"@#H@$; 9eE@$S(+ @$ؽE<0j@Aׯtt @*6# @4ؔ[eF@A @"f@#砽>@$+I @$C}Ƒh@$Q1ElO@ ǣ-%Ae:@{@'F@ca@"1v@#T-@# @#oZ=@$9Evh>@B9oAٗ1@:H/˚@&!ОF@:.AZ@"˚X@#E +Jo@#\@#9x@#i*EΡT@wBbA&ehs@m!k@.@$! F@m9 +@" њ@#5- h@#rV @#iKk@#KwE <<#@ΫiAL@b,@"ĄF@G9 @!3:\@#&3@#tfh@#ޣ/@#P(lE-@ɥA,9R@ӶRK@!O&@{F@Ӛ@!辞h-@#w@#e +KP@#wS=@#@'E g[@ZLa\Acٟl@ /@F@ c/@!XׅD@#"Cر@#V5V@#sPb@#MEW*@SӏAAژ|8/p@C?A]@ ZF@C x:PA@!6BL@"Z@#G[Ԁ@#d&u@#[k2EՆ}_@ϊouA࿴@x^4@FH>0F@xt@!Z@"'u@#8%sm@#V#8@#sDF}5@=AʏS[@B;[@Y;EF@!.nN@!5r@"&ָq@#*3!@#H{@#H6jF1V짲@Ez:jA32dh @䬪u@Tx>F@l^N@!A@"m@#8X@#:F-t)@#L/F@AlIF@Y5@ YzkF@5[2k@!y:Z@"|"@# ϧ@!@#+z[@#x8(yF@4NAۨjo^@[40@5F@[ g@!f~+@"\ަB@".( @#M\@#j}CFsH@P'>APm]@SbUl8@F@- ,_o@!S󾅓@"W 7@"ک@# W @#[F{[@kUN!AS!d@"ܛ@%@F@г`'@!A @"_<@" 17@"̱2@#M}!FrU(,@Њ,bdAZB4]@ի@;|zF@MT<@!.jv@"y*r@">nw@"T@#?&]1FvNmޯ@ЪGCAܖo@Q̧ +@  F@QH@!@"h{ !@"ey@"%6@#0r0 F|}ƞ@FA g@9O~4U@ E9F@ ;@!%>e@"X8ƪ@"je@"@#",oCF~@aA =@{@ o?QܬF@ͯk{@ ~@"H怠@"J@"tEO@#bìF bK@SWsAFQI0u@ +S@oyF@ +̊83Y@ ㅓ@"9[%@"ߘ@" @#DF +py]@)~A݀@H-,Bk@v[F@G`|@ ق~@"*$>@"&%Ac8@"^@"iL&F |v@;"UAݻq@8C@;F@^@ K>yo@"9{2@"uC@".@"Gi1F Ղl@X(lAp]@I@ҜF@([3@ P}@" I8]s@"f{K@"7~~%@"F.h//@t^A3NvX@Xa@<F@ @ ֺc@!d6c@"X̹@"{P @"T.Fmg6@ё>وAn@Cg@!#F@CXgb@ @!ʥ[@"J|@"m֕1@"ÞFV!uv@Ѭ0AާG~@mWsO@q^CF@2*CL@ {ô%@!E@" F V@)AoZeO@cQ@H^F@ca@ >\%@!p]+@" ,E@"02@"KhF_0@2}@SAߞ##3@@wJF@NB@ /o_@!B_+@!/R@"$q@"~WMd_F;a5'@MWA}6@mn@U+ +F@'t@ !5C3E@!Y@!c@" A@"seǞ_F- F\@j%SWA _@zҖ@F@Ɗ@ @!`@ق@!Ug;@" ~@"g$RgFƵ΃?l@҆B VAXk@Qb\|]@яF@QY@ 96@!x/@!ھU_o@"|+@"\F^s@Ң$TA @"@8F"we@pA1*o @i @F@L@ڣaR@!IZ @!CF@!3k@@"2B}5FM@BZA^Iw(@i6@z(/=F@i=@v@!9B@!BI3A@!&&n@"#FxԱ@yYAl {h@Y@r%vF@A@Nz h@!'@!%ފ@!XiI @":&Fص@.K`A _&@\J5)@>ө:F@5@@& @!$1@!{[@!g0@"H%IFk?)#)@QLRA7x@ij]@KKF@h=x@:Q;@!Rӏ@!iE@!tXvH@!͔LF@u +iAeZ+6@(&@ٷBF@_ܦ@ =)@ *8@!WP @!0w@![Pn6F Fj%]@ӛMp(A4$@&x@֚[5F@&wW Un@Ф9@ =q%?@!D }t@!mVQ@!F!!No{@Y+RTA™Lѐ>@g$ +@ӀfF@&@w@ "@!2 p]'@![@!Rk[eF"8.d@1A8|@9@'F@E@Hu+<@ xj@!2٩@!GFn@! +F#1@־7A%t#G@Rb@̣@F@R"q?@B@ t@! @!5f@!Lm7F#BE8M@4Q2iAY%۞@w8R@eF@_@ԢE@ _;A@ 6v@!"#8{@!7٫F%: r@W.2Ah1c@x@Ĩp1sF@ +VU@q}F@ yf{@ y@!2@!u+#9F&c\@{tAfF@2i@F@#@^g@ e@ Vg@ P@!bi0F'Jk@@ԡQ)PAkk@l.*@F@ݻOl@h;Nc@ P @ =@ :&@!OZF(K@ˬN5A:%a@bJ@z6F@b+@77]@ ;*z@@ NĔ@ ԣ@!<&F);@D7Aw֯=@׃Td@I:F@2@{>c@ %@ gmJ@  @!(ZOwF+൬@.A@Q?$@ 1lF@R9@^@ Se@ ~mЋ@ f7ػ@! +$F-}5@H +{LA;f@ '@ +dF@Ѓh@ @a4K@ i2 +"@ ;{[@ e@qF.,.@toqA7A @ (EּQ @gF@ )T@o@=@Ĝf?$@ S>@ :E@ 8AF0]ZOkQ@բ]Az*@ j( U@IxF@ k*@:M@.8@ <|@ inX@ !I4tF1[E@slADq@ 3@?wk׎F@ Gn@(@g82@ %齺@ SXu @ 'F2gu )@g4[A73/@ c@s@F@ ,3u@Zm3@8u@ T~@ = jc@ ?mF3kf@(nAOU$@!6L.8}@w8^}F@!7ףL@t*@ +PhГ@w@ &ؿv@ M7F4Z@Sg*PA2q @!z2 Jj@G`9F@!{ol@jxh@s@-@ Ѭ@ %޸pF5_o@|홏A䞡 @!b@ԩ:F@!@8))#@ +9@1@W;s@ iQ1F7 +|M'@֣oA0e.@"QJ@9RM^F@!U@A`@$@m @ʷw-_@ TC]F8BYL@ǘTgA|@"BKvX@~whF@">A@qK @Vᣇz@BW@ں@ @yF9Kcn@+#AV@"3Q@xt,F@"|یh^@f`@,@uٽ)@x i@ ,8F:z#@ [c: AG +@">`!@ruF@"xZ@yג@a#^@C1JY@OC$&@  {\F<(vǩ]@,zIAiTӎ@#Ĭ@l*t{mF@"0J;@KHZ@2?X@ƶ@&t)@ GA#F=F@NWj1A&=@#L @eD"F@#;̧ *@Þ|k@L4g@v@7!@"~GF?=T@qr`nA2ً@#:<@^F@#vjm@OÄ@~@o,N@ϻ@tF@Sl$@י{0RWA{~@#M @Wn#ԹEF@#g@EG@L<@>@[@@Ԩ4FA5@H"A3 @$<^7@O:_RF@$$sZ:N@x}<@@Ɛ@ T@j'܆@Q;[[FBX|@JMA^Ϗ @$QB@GF@$)f}@9cY@\@h@31B? @UFD*̛;a@GA݁@$O;"@=fF@$~rw@(xK@x~@ 1@b g@@5wCFEq]`@LšAdN78>@%V⮸@37*F@%A@y{@d(@Zl=@V:@VFG1A%@yk(qAvP@%e@)|F@% +@thFS@&c[i@tM@@mU(FH\ @آvA냄kK@& Q@T=F@&4@@1h%@!EN>@zC@Efd@2SýFJ y{@vjA/N@& +e@g4 6F@&l?P@ +@"s@?kFVgl`[@ٺAo@)O@R+UF@)=dФ@QZ@)@@B@O@ >!t S'@a\A\W@*f;@%F@*z|@/(=@ bN@V4T@v^a9@kLxF\k|{7@|OfA@+Fzq@ՙlF@+0@h!/@\ZI @TY@"@F\@rUAۄ[cA-@+e&@mO38F@+Nw^@SL@nPo=@F3@Ckp@);oF]o@$5A<>&G@+Ķ>A$@ NF@+lyߪ@Gz@M9@=D~3(@>j@4ϯF]9K9@fpA)x@+Y@i_ F@+n?z@oĤ@|!mh@fF@O~B"@OF^~@VA[zAR˩@+NV@CF@+3v@sz64@iu\w@md@Ք8W@ˣ.F_ W^@mA|C@+k@}3 ێF@+dzz~@tYh)S@UNi@Y6@d@F_< FQ@-A9&@,p@2eF@+I&@` 4@B)y@F>Cg@C1Z@`uEcF`4<@`AWS@,Eܢ@]-F@,@KUL@.@2\d:@_m;@췉F`]h@ MJ {&A)z@,?l[@}d@I[ @?pBeFa.-@@G5A`ӭa@,JF榥@MHF@,%f@䉓~@ȉk@X@46S@*ς!+FazK+@At$f@,zq@@DOI@-@m@\ӯLF@-G4Q@# ˟@uٟ;Q@y?XY@?3a@ֱ'TFc0@-rA[a&!@-` +0(@ +U|F@-:kR@q@zH7@_tl@c!C@ˋKܙ@:` Fc- m)@eOAߚ@-EzL]@ + RF@-Y@eJ`@Jom@Na\@ ~@ėFch[|@aKƽQA-X^)Ӑ@-?Mp@ G:ŶF@-x2n@Oa@44@8@jG+@jFd;Yt=k@$ⶍAg2$8a@-8F@ ~ze:F@-ExF@:@f9<@#R|@t@*Fd+)P@_ AVgEq@-JL@ -F@-z)@$i@ Yq@ *V@tmC@iYFd@#A;@.^a@ k8F@-ֽFW1@ll@f%F@ @^- @SΊjoFeR[ں9@ߕ\zAy/3x@.#߲~@ +ŝrF@-1c@E+@'d@mߘm@H@=ӧFe)@;-~A[Ǝs@.C`Y:@ ,FF@.ᅡY@;A@*98@˓"b@2{h)@'#t%Ff?|@x@yAك|@.dG@ RH F@.3z@!h@+@l@4Kp_@hyFftD@A.*Au"@. @ SF@.Rws몊@4n@6Z@/ v@B2@竂Fff@ËA fZ@.y&)@ uNUXF@.p1@I*w@N@ @e]x@iYFg< .@@ٻ!6TAddlX,@. PU)@ eF@.,Ո@Z\-@oob@rt@۶J@̠_QFgF(yM@ٲ>A82@.^e@ UF@.@%Tޝ@uf2H[@Y+@\,t@7y1ua@]כFha9X@٨ZntGlA'JN@/D#@ DA.F@.$d@_n jW@C=II@Eu~f#@yaB@E|דFhni-ĺ2@ٞf %oA<$Wa@/$MZ @ 36F@.]T@Iu#@,+X@.ж<@J@IFh3l~'@ْL`=A<]@/CM@ !LqF@/_Y#5@3}s>u@kK@,@}?@pIW=Fi?:R|@هX3AZ.6@/b@ HizF@/#n܀@v`@c*@F @f4@X&FiS(@{e#1xA$`u@/?@ ~ʽF@/A*<46@z?]@Ua@_"@O@AqFj W/@nu@At)i@/j@ 쉷F@/]]Ʈ@d@!l@ӈ0O@8ug@*~Fj:h@bhwAmRS@/, ~@ t(bdF@/zNd"@Rm@_WW#@@s@!E@P4Fje@TxDF zAFs@/&;%@ &tiF@/*MΫ@ŨĆ@@<@ +B @vd|FkViд}@FB(c+Al@/'z@ ?*HF@/(@ @@$.@#X@@ @XJFkEu@7բuKA| @0 +@ .0F@/|@Ȳ@xn!z@w1c@P@˼PFl, w@(R[7A]p@0{6g@ )/4`F@/ +@)|v@aP@`^T[@įwEl@ZFl&(Z@B-AquH@0)hF@ }Z!'F@0A6@nƞ=@KP@I +G@2!@̰Fm  @ .A $@08|z@ jTFIXF@0tV@XY+=@4$@3|@wl@ܩ/Fm}!@A# ,@0GmE@ W?F@0,@B@xu @\ %@wj!|@mbeFm&@P{yA Qr@0U ֘@ Dy`F@0&߸4)@-@ mV@@@@he@V ӮFnY򗽛@T+jAwȁz@0c#5@ 0t'gF@036xt@ލwU@̣@& ;t@QE@>eΔFnɐ@ɡ6AB=c<@0qNJ^@ ƾF@0?`5,@d:@9 @p5s@9`@&FoDU@غ"Q2As[l@0hq@ OF@0LV@7o@1E@Nm@"BL^#@Y,Fo%@ج"j_AmN`@0wVR @ ,F@0YK͸@Rl]W@O>@@ ++$rn@:&Fp!XB;o@؜b&AkcxS?@0PJ@ ҈F@0e@,@@@{@S@3@g9Fp^/@؋ aAzT@0:@ GsF@0p#@7^L@Sc8@yA@]@lMFpC@xBBaaB@0pg@ c.LF@0{^AN@崮o*@h hy@as0@P@4zl8FpV@f<ƪyBVQ0@0V@ JF@0|@{@v@Pᷞ@IE@m|D@:~'Fq呇@S%UTB(z@0ޕl)@ X} F@0U0L@c@9@16&(7@!@y7eFqX76@?3$Bl]1K@05(@ wDȆF@0}N@L~@!,(_"@C@wu@_~эFqGq@+Bd\K@0^@ `kF@0 bU@5`@ =}@f@^;Ha@EmuFqٻ̜@E~SB?{b@1 G4d@ JaSڠF@06J@9 @\tg@o@E/@,MFrZ DY*@!f }B|IK@1B6@ 3;-F@00==v@3`:C@يߟ@So#@,վL-@&`Fr[u@ 2B@1(B@ ;RF@0#a%K@ [@Їj5@vb@"n@%JFr@1i܅B2+@16Ԏ@ ai +F@0ͤF@/X+3@1ns-@ ʨ@7Aye@߶K2rFrY.6@i֚B9$;@1D۬s@ +F@0fZ۾@&@ƌ@ȏ@Q@j'Fs"G,Q9@ׯ0OBy%}@1S +c;@ +]dF@0b-R@Ya:#@{c-(@mz@) @M Fsf50Q@כlBm@1a5[I@ +6nF@05@-]+@d@ak@V@9O@eaUFs= @׈`VrB@1o|j@ +z-BF@0u&2@J@MIV_@>tn@Pq@{/zFs@vB9g@1}X@ +\gF@0&r`@@]:IC@6@U@'S@"g @cYtSFt?ϸ@g# +BwR1@1ɪ@ +ZF@1?!h@&MqS@@ࣗDJ@j@KWwXFt~$@\e܊B|:@1%{<@ +r?F@1Ia( D@}R@ +Q(@Ģxq@T3>@4riFtl@[nKdB:(@1}@ +f]uaF@1l+c@W/(o@;z@!\i@AUM'@!#TFu/~=Ӱ@hlB @16Pr@ +d +F@1G@?a@|@ܧLH@7:aRh@D۷Fug;B@}sBܝeg,@1:@ +i\$[0F@1#_o@4Y@`w +@β$@4(go@q/Fuo"@חBĐwd@19*@ +r1ZF@1'Zn@1@@ۡ@@6`1@WEFua`@ײuB>@1 +@ +}(^F@1)d@3)b@Kf@ߵ@;k@8!MFuTƱ@Aa!^Bhi@10nj@ +G'F@1+"Ja6R@8W.@q&@)>G@AP@$MBFuQ@KbBa[;@1аkS@ +9מF@1,z{t@>G(@@}of4@HX@,FuJ@_SPB=(9s0@1ҳtz@ +~Д~2F@1-Y @Fy(.@0@Y+]@OeB@4+N(Fv; @%cβZB3@1W|@ +rVF@1.hӯ1@O:@il[@@W!@=/Fv*DM{@B&ZHB@1մyt@ +ql޽zF@1/E!@Xzܔ@ 1 @r6@^@b@EѺFv?pw@_BF&@1R,A@ +F@1/lm@aT5zd@V@n~2/@fM@N:FvT蕥@|G)B*Ю@15@ +5ҖnF@104.@iT2@@ޫ}s@md%@n? +/8@V윀Fvj<@ؙ"BOeӎ@1آOܤ@ +TE~F@10a-U@p^@B@x@u\ n@^1(Fv"r@ضvBgG ʸ@1U0J@ +7sF@11 +]@wjRI@#whf@bzf@|Z{B&@f@ FvFʜ@2خѭBFEI7@1z@ ʝz:F@11^ɪ?%@~W@)*4@# #b@%ύ_@n/`WFvhh@]DB&t[@1qGy@ .@3A+xI@236-@WFw +@AzB"n@1ۘN+@ ." {F@12%@@;^歘@8@M>@r#Fw? +@[wB*Sq@1VN@ 8 F@12.@9+@>YJ@< +@ = ]@E'fFw=2%n5@ue0BPuf@1@ AHsqF@12>=@H0@Ivg@Jr.i-2@@  Fw[@ٍ$ BSa @1Q%fb@ JmVHZF@13' +@j-@J|@Lu@u@)!~"Fw{T@٥mEBtGQ@1}0l@ R6~KF@13Ng@;2]@L\@O&Cp@,@hTFw|A4@ټ =B`S9!@1ܣ_0@ ZQ@F@13oD@b֔@Mj?i@Qn$@5 +@Es?Fw0@}w=[BNuwD@1glH@ a^F@13ό&@:@Ni@Ray@(@ΪFwH@@B=}&v@1OV@ h0pF@13o @7s+@OY@TC@\&u@T0qFwnJ@!S HB-}@1f @ o F@13C%@##@P:@U8̓@q@'gFxOc@Xe}BLS@1J@ u"%arF@13Й0@!ֽ@PR@VS*@:^(uK@ 7gFx0BN@!Bڳ_@1"@ z^djF@13V}@5~\E@Q&(@W`|r@s@!@FxJR@21Bã8)@15>@ ;L,8F@132^@ +m@Q@Xia@]"@;|FxaD@BK+Bi@1H6@ #,@RF@14#=PF@14)@bW7@U)@\>H@98=@Ɖ{Fxy(@`EBU &@1݋/@ rQ@F@14@8@$@*@W`)H@_>`@FxhRq"@_WBcui(@1ݧw@ {- F@14Z[s@@q|"T@Z:r@aY|@(@3Fx<}jc@RSgBBՄ˾@1;"M@ 8_kF@14~dĝV@@o"U@^Qb֎@e^8@pGǍ@ + +FxY@;:ǗpBaJ @1n@ +LF@14 [.@@ V@aIs@h@υ@ƄRFwiWZ@2BO@1v#T@ [6|F@14nR6J@@םq L@b}Z@h^@ϯL@UFw˥q+@Y>B +X@15@ }/0e2F@14S~@@+@aY@gOg$@͹ })@uFw`Q@ncB,U.@1QB@ p(F@14_vI@@<|Ώq@_H=@c_#@mk^]@6Fw57Ñ,@٬,KBQ\6,@1kWD@ b o,F@15 L@@׭@[^᮲@^X"1@"@]=Fw@ك#Bz | X@1ރ-%@ QQ}.uF@15[@@˜};@V'h@WD @7#@>iqFv V6h@Z!^B'ѳ\@1ޙ*\@ @1!F@151e<@@d$@GZ@EČCV@Ze=@x}eFv۞16X@/B^3^@1ޮW@ ,JpDF@15D@@Z{8@@;@!jV["@(FwrjW@ qyBװX+@18b@ +sjF@15@@ Y@d +@ig.@-˾@T0JEFw4@4eB-d@1L;0@ +V6K`F@15H'@@ fH@ŭ@bQ@_#@)r(&FwѵA@׼f:D%Bui;@1`5,@ +8JF@15k@@ \2s@W@x~2@@ߩiFxP@זVeBޘvr@1s@ +F@15_n@@ 2 +)@ox+@_5@ m"@1'-Fx:Xm@p%(sB:WJ@1߈ĕ@ nF@15޿@@ ~@W> @Fmr@n@Fxmt@J_:Bb6[@1ߝ@ [:F@15Gn@@ ܊~@?L@-O@,җ@e/S#FxcX@$JGBD3@1߲ B@ xF@15>s@@ sZ@&#r@ť@lr% @JR\\Fxխ@su)oBRs2@13@ vXF@15#g@@ 6@!Lx@"@R)K@/x5FyIfzb@VoBUI@1N@@ %,h~F@15\Y@@ ];'@@O@:@I +@N +Y@p1enFz B}4@նg B ]!Dz@1@KF@166!w@@ HWk9"@TsOB@6]K햡@tp4@[i[lFzk@Ւ?sB 1@1_/K@CewF@16?`@@ .?;@@C@$ϐc@vLW@HCFzD<@n|ɴTB +YjsZ@1[rl@} jF@16Hn}{@@ S@3iVv@@e/L]@5vW1Fz @JYoB +ZB@1ϪI@e=F@16R*@@ +}h@#^q J@`[@Szʾ@"PE+]FzcѢ@&;OB  i@13@MQEF@16[,G0r@@ +3]@@@@By@@p=@Fz)@6TB lq$ @1 ee@5bS7F@16d#`@@ +lGcK@R @˦@1r~@QߏFzr[@@~pB Ew@1" +<@6{F@16l@@ +R^'P@'K@Ѧv@!@auFz@v=@Ժ^B )C B2@17d;@e_ZF@16u;1@@ +b @U@ص%@5@UwFz[ӛ@Ԗ;?B &Mi2@1Kj>_@ +w&F@16~9d@@ +-q @׃UJ@57k@mv@XoFz͛Z@rͤIB #ϴ5@1^@X@ֲF@16ϟ@@ +@ȺvW@0@0'0@0URFzh@O9JB R8v@1q,J@x^F@16軔@@ +k-@oݣ @N@5N@}'>FFz ;@+yB n@1Z$@GtEF@16l@@ +X0r6@ M|@dJ_@}n@{Fz,'{ V@:;B#Kb2e@1|B/@YlF@16@@ +D4z@g@rI@uA@dFzL\@禧B>r@1>-Xe@u$B.jF@16>n!@@ +1}@!@ar@BYV@qiӑFzch@,5MBdz@1Ṭ]@\UF@16@@ +l?@{i+@QHr@]/@_LQcFz?@ӞBm~@1a@C_lF@160@@ + >@k-@@bA@P2@L6DFzu1D@{d1BA&SL@1ۋ"@*IX,F@16ie@@ J@[K/g@/j@zP@:F V}Fz@Y0G6B*n=z@1[@RF@16 +E@@ E@KL^r@\q@hB@&1FzmuO@6g|Be7Fj@1]s8@T"aF@16͚_>@@ ^K@:@@ ⽗@VX@h +Fz P8S%@db3YB3%@1 oX@iWTF@16$@@ !-h@*CU@@Du.@1Fz$f@GޑBߠZ@1M>@pF@16ܓ4%@@ ~@M/@3"=@2vn@k5::Fz(6D@^@qB Z@1,(kQ@sbCF@16+@@ SuG@ gi@UC@ ,o@shFz-Typ@Үcs.B]?V= +@1;s8@>IF@16^@@@ v@$O@zn\G@oɃ@kcݛFz1N@ҍlBIOnz@1J7R@xElF@16o@@ "#@ωmr@l/@ƒ@f0:Fz6(;@k_$Bߗ{AF@1Y˳i@^6>F@16@@ <@ JtE@ױ@6>s@H#Fz:\j@J<`B""4%2@1h_@DK.F@17K@@ho@qC@Z?@[\@x$$xFz?LՏ@)0JoBeKϴZ@1w˭V@+>:F@17i@@CM@h]@ux{@mzw@cJoFzCĝRޓ@ EBM'SE@1}OP@5hF@17Co@@1c@Fm@A@cJ@H +@Oc&]^FzH3qbj"@|g?BCz@1D@F@17bI@@JnQ9@$Ȁ+@Qa@c@:*9(FzL\ @)+?B6@1~@C F@17B,@@OSC.@>V@?wr&@|G@&NRMFzPnY@Ѩ;d]B~_J2@1N@AђyDF@17%,}@@n!@Rrl@- @jKH@Lj-FzT:?@ш!B3@1ֈJ@{fF@17,GF'@@Vyw@ؓ@^P=@W\+:@=FzXk5@h]|B8Z@1>@ F@173_v|@@۹FzgdPb@z!VdBE9*@1nR@ZzV&,F@17=.L@@w@ @YeT@AR 6@RqFzg)&Z@Ϲ5Z:B=bn@1{n@@ 2PF@17'Y>@@$F @ 81,y2@59r@7H9E@h2JFzYt[=@PBE΀@1R×@&cSF@17)g[@@ @ sc@$@p^V@۩{Fz@EUfB @1E@ ='/F@17%@@u3@ @ Gy4,@J.⥰@`qAzFz9a@ BR&f@1㡋*9@AF@17~@@K+#\@ @HIl@ 5+@#AY/@65dpTFzrV@Ҩ'>B!M+@1 O@vF@17e4I@@ ~JI@ \kQ!@ &(ߒ@ FBE{@ 9 WFzC@ΙB y@1㺀UP@^.F@17p@@|7"@ 9ˎ}@ }@ ֶ*i @@S Fzaȷ(@a) +BBvp{$j@1q@:('F@17,v@@\6@ +n(8 @ X$XG@ 1R]@DqFz7n@@(K>BHW6@18@ F@17yk@@jXf@ j>@ 3}@ # .@F,Fzˡ@HNB@Ը/ +@1}@oچPF@17a-@@U3@ k5@ um{@ cL i@dEFzm0@͹#B@1fK@UC%5=F@17Hma@@AN~p!@ ;@ )I@ <qH@:@ןFz1@͂oH9BEd@1gX@;:HaF@172T@@.^@ 'Ym@ "&@ ZWS@2@Fz7@KdB}KT@16@ QF@17IK@@cf@ l*z@ S@ 6 D@ 6$Fz[.@E+hB]c@1n\@n/T*F@17kc@@䢓_@ HQn{@ yBX@ jꠅ@ WFz +@?ϒXBYQ:!{@1@$mQF@17@@\P@ $gc.s@ SU(@ r3@ 6FzĻK@̩B)@1( \@k_F@17{@@rZ@ @ -8T@ xȻrF@ d^ Fz]@tYn\AB@1o&$@1*'^F@18~0@@WI {@ +,&,@ GT@ X;@ _kWgFzdҫ@B@dvQF@184,R@@)ѹ@ =@ +@ +&V:@ cbFz +Cz@tT%xB!yP@1C@ZRB*,F@18; @@@ u@ +nT:@ +g@ ]F{']7@C:B!T@1־@G rF@18B,@@`Z@ Q1#@ +\9@B-@ +u@ UUF{ z`@$kB" +M-@1U@t,Z6F@18IC@@J${e@ ,x@ +5=@ +m [y@ )% F{ y@bYDB"g0|@1͌&@Y IF@18Q"C@@IJ`*@ ~z9w@ + +5@ +DqkB@ +ҵF{Dc=@ɲX +B"g`@1vE:@= +5F@18Xa@@@A67@ ^@ +L:b@ +O`mrF{)A{@ɂGO +B"F]@1noF@"LKF@18_m@@0")@1h@ Agv@ y*%@ +ZMF{3]*$@SU$B#D6d@1ur@~$\F@18g̪@@k 1@Ldx`@ T7I@ .kY@ +w~0vF{=֛@$YB#"[<@1ko]@E/=#@l8*B$+؄9@1@jHvLF@18}w-b@@..@08@ $}@ Q;@ ;vF{^BW@șx +'B${ 3@1"[ +@V,F@18 @@o8"@  +r@= R@ (Ɵ]@ fF{iH@kOnAB$́c8@1.9@H|F@18ΜF@@{@T@K?@ qZe@ F{t"fe@> B%*54@1;qy@dSQdF@18T`@@Ik@;C@|yp@;_@ mARF{88@~e5B%r5!@1H.,A@He`F@18vfz@@Vyy@z@z@*xă @ A H6F{QU@_[bB%c@1U@-,'F@18a?@@ϩZ|@}+@b]*A@C+@ 8F{l@ǸktB& @1b P@@gF@18bAD@@1o@Z4Zp<@;6h@`] +{@NʓF{1k@njB&tee'@1o;l\s?W_F@18{-@@6S@7Wd@6@9V@}Ž#F{@a%*ΠCB&:]-@1|T?4o4F@18VS@@W3@0@ƒt@ t@CF{ @5Ժ/AB''=( &@1)N?q<cF@180@@h2@!5F@D6*@$@gw77F{ܶ^@ +ZB'zF@1𯒺?Jh_F@18`@@zk:@l3@f@Þ @<ȭ84F{̄F @(EYB'6{1@1?HdF@18{^@@BZHS@g@o?n@TT@T8F{W"(@ƵgB(=P(@1 D?,MF@18ޅ@@ :@կ @}m@S6s@8VO0F{ u@Ƌ B(L@1’Q?$XF@18F6;@@w y@)GZ@X}5@ZG/ +@AF{줲_@b YB(ڛa@1KzT?qU:F@1813@@g@t}k@3HK@4e9@fF{#u1w@8'ߦB)_Bk~F@1G ?;`F@18GR@@V'T@n,cr@OK#@ I֙@c#F|#ϗ@p׾VB)ñ@1L? +F@19Ç@@ޭU@L5KZ@'d@A|+@8ǞlF| n@1=@1Rq?fF@19<,@@MK@uu@vcL @ $@@aBzF|E,@X1B,H@1d<\?RF@19EQ@@9ɱ@ekbq@k@څ@q7F|O.>3@;.B-ڊt@1w P?UP^F@19NS7@@{HU)@EČ@Ֆ@D.P@ϵkOF|X +ʝX@ĪU8B-%4@1/7?ʊ'F@19W Tz\@@s93}@&U@ +@D@Z F|`( @ĄWEFB- 0F@1杴w?w`F@19_@@muҖ@@O@6L@{ڪI}@OF|itO4@^B.o?@1 ?q6F@19g `@@e͙t@We@gS)?@YK{ɑ@y> F|q*@9)|#B.l +@1ƽ?~iۥF@19orM@@_aI@?N@FqmN_@7,@QYF|yzF@<*B/]T,v@14??IX ֎F@19w1 !@@Z> @h~@% gy@(N@+F|'@כ +B/ְl@1q?9؆MF@19~,I@@U@)+@MU΍@yY@ǜF|U@aB0(&@1 yx֟?>F@19o@@Qy1@o;;Ǟ@3Y@NUF@@8KF|*=@åh B0g0pg@1!^d?ԗ\@ɖQ@dK#@5_!F|nlU@Áz!JB0^4+@1:JM?tBaF@19] +D@@K)@-A@4ԟ;@ 2yy@p@np|F|rL@]0O-B0cfAW@1S??QF@19ʋ@@Gv~<)@P@}@p¿@lkqF|9&a0 @9 :pB1'C O@1mk?? +LNF@19GFd@@E=@a@eUr@P+y@G`F|稚i@@ B1h@1y(H?/FlF@19/@@D%x@߯w@F.@1p@"DtF|@~z,B19@1u-?3F@19 @@B@'ߚ@'Fe@ȅ@~0F|1@zCB1!d@1ãHv?lYF@19vƾR@@A}r@u@ F_@Ű@ F|R!@®@S#%B23uW8@1N?7dMF@19@@A]@rm<@a?o@'ΈJ8@BF|ĸ#Q@Œء6B2xĨL@1G?}VTF@19 +@@CAy@s@NpQ,@Z?@Jo^F|ٻk @G!B30e@1=M?<$F@19F҈@@D2j?h@>C=\}@/R]@ySY@IWF|Ae@FB3)6@1{1?0F@19 ^@@J+&m@ 1 @ZZ@?@i=kF| ,,|@Š%C4B4.L}@1]M?ȁdLKzF@19 @@Q"d.@Ke`@#@ һ@upF|>'@2/վB4Ǘ(j@1Z?`~AF@19^@@V<@@ý@o@rm{]F|?Fc@BuwB5d!~e@1Q7?ھaF@19 }[@@&Y@jP@R@ $@.F|f @GBB6;{@1颤5 ?HF@19}@@7$S@98@MY@i{PE@cF|_/@[B6u@1:=y9?-/F@19wyٰ@@J=^@Q!R@|2.@7rEo@uOǴF|m@4MJ(B7O]@1RiF?]DqF@19ୡ`@@ckmm@bSXZ.@M|F@ ]gSg@qo{W F|e~h@O.'S.B7h:@1)߃?cFhF@19ᠮ@@]ͼ1@B ++@%B{&@C@6S lF|oh@F$mʜB8r@1M?F_F@198@@~d@eX£@Sj@}Bi@1ЅF|E@B9YGIT@1~2#P?^}F@19d^ @@ţf@O/@IZ]"@\п@$WCF|.,b:E@IbƘ{B:Z}I@1\~?:f*YF@19N*@@pT@8#m@kD@dR@)ZrF|Ƞ_@bB:M52_@1_W? +< F@19KW;@@ +5q@1f@<Ձ@CV@Xgo8*F|`8@qY~B;bLA@1d,?x\{pF@19ָ@@>zH̸@.@"M@& v@( [AF|5E&@ǹZZ@B/.Ս@1!?+nfF@19M]@@& 'ES@uҲ@w#j@±De?ߨfF|>A@z桟&B?e>-6@1S?ѾF@19,F@@n4o7@YkR@uX@L@2c?Ɩ4F|c@2cB@Qb/S@1&Q"?F^*F@19Ȑ%~@@4u@į%0@v\@Nt|?3nDF|\jV@WB@1@1Yz1?<,F@18L@@Of@/d@y=O@.Xr?EaF|+*@cB7B@@1>c{Q?\'5F@18޽@@RX@/.4@i @{t?IީF|Y+My@ +<BAXuct@1:O[?=<F@18 d@@=sU@ge><@S@nꖜ?L;GA8F|H @]Yn.BAU@1YE)X?2JGF@18aW@@$Y@>)/@[9m@h s?+1!F|~**@`SFBB-0H@1^w?-"y!F@18,.@@POԝ@*'[@z@[}?a6؂F|@CzpBB_x@1 ;?oSD~F@175@@d79@Hh@q^@>mv5v?^_s?F|-(*@_&jnBB- @1^#f\?MJ +F@17J@@@Io{@Ω{j@0R(?#X- F| ;xԔ@)KBCDN@1[?튃-BF@17Nx@@\\-y@r*"u@ƍϺ@% ڮtC?`IF|4@BCB?@1{?(:"F@16\@@#@m @Oa@-|?k_F|͖2@XBC0P8?@1w֢?ȷI>jF@16Rܡ@@Qu @Ws@P}@%uJ?PF|ږv@0jvBD("@1S`R?i< "F@15_ȓ@@t`=@YZ@^@ׅn?cƂF|[@-M6KCBDT,,@1 A+ l? }'F@14O5@@E@.2c@:O?n]?4*7F|Nob@LBD`@17?/}F@14>@@ʆdq@":@~?ԣ|S?5syF|K)8@š BDV@1J ?<ࣧ 6F@13p\@@ݨ@N@'\?[?YVdhF}b!و@iDBE;G0{@2Ͷ ?3ƌF@12Ɯ?@@A J~@#@@_5?B?c KF}>|@V"IBE8@27,%`F?aY0F@12>@@r1O@ԏٞk@?' (?wJ"F}!;2@%0+\BE th#@2,>|?HPF@11km@@@a@HK !? ?GHМF} U/@ ٛeBFI7B@2y8?uhF@10i5h@@h@i,̏@ZC9?a?TsF}&[@^?WBF<㔎e@2 ?zzlF@10#@@ Ha#ok@NY@ᄞS?wBP?tF}-8n,E@{jbBG@2 ?['F@1/IJF@1.o@@ {Z@&Dl@1߇?r~q?,F}8}D@(BG,@2 !(xx?2F@1-jdR@@ +@t@hi@ +S +!?hbde?^K;F}>R@ABHM8Rk@2 +,?zrF@1,hF@@ +D"@E?wL@Wd?b ͜?2urF}B%5@lBBHl>@2 q?扊F@1,*El@@ +wz*o@4s\@*a?_s?LJ#F}Gh_b:@/BI._@2 %ު ? @%1F@1+Q(HW@@ ha2s@fsi@@BM,.@2aF?JE1Y$F@1"@@`@ `観V@*9|@yM۪?"+F}\^͘8/@`BNoq @2A}?๺pF@1 ޾@@.&9%@ $d~(@9$d,x@ŕ:UA?<ޮ:F}ZZz@T\h%BO1@2faN?'+F@10:g@@v @ 0M@ @?[Vp?dF}V@4a!BOiּ@2?(a+F@19@@[@ a(D@@s@d{ͯ? MF}S8q@pLQBP/ïΞ~@2ao?9^F@1e<8M@@͂@! +<@53N@ʙaD? F}N[n@v5BP,8@2S?ӼzqXF@19U^x@@J߯c@Y@Р}@os@BU|$r?:d1F}Iw3s@}6'NFBPl@2?ۦԽF@1_1@@Iv#R@L*@EXr@%ZK?FvoF}Ck m`@G͚ZBQ=8 W@2]<?x9BSAF@1w@@al@89[@e@P}?~NF}<@QaBQC9@2S!J?H)#F@1@R@@H@3&ʵ@/@)5^?^NF}4Xd@wAvQBQ+oF@2,1?Pw-F@1IJ4s@@R @@N'.@ +G}I?zF}+B*1@gABBRc@2SW?vF@1'}@@0GR@ @6ʐ@7B?\}F} Ͼ@qo<&BR1qH@2䱏?բ7F@1h@S@@]@D_]l@玚@lM B?!4sރF}<T@;̥!BS7N@2M?gXYRF@1@@_@K@;;3q@X?MXZF}\N4<@ZBSB{u\@2CPe?,r_F@1+k@@A|@T^y@y~@rM?o?`fF|sA"@ѺtfBTzm+@2'?F@1kEx@@q@@Xs@TȀ?(F|~[Z@bϫBTt@2!?лʭ-F@1|X@@5 b@Ma@ !GZ@K=?aOF|d +@jz + BT͕@2 -e0?F8 +^F@1Oo,@@?x1@PP@ x '@z#@?oc揩F|;@7%SBUi-a.@2 ?̸8F@10yt@@n5`@ +:%@ +@XSΠ ?g؜_F|+`1@@ +NF@ +ۓc8@\?$F|K v`E@&OBV_7,@2!4?*yQF@1@@_pp@g@ K&/@E?Q3F|{(L@rЬBW7_@2!βS?íBF@1"38@@Mͅ!ye@WCx8@ ȐCݯ@1t\Q?F3@$r1@#a{@$ײӨ@%Gkt-!@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69?ffffffF?ffffff@Y@5FZ@HnAdWbP@T@@- @@8|E@ ~s@Pw@ L@!S@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@2FqZreL@^Z{OiA់!@[|p-wT@Q!Kr@@i@!lͫ@! e.@!VA?@"[@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@A@A,(,-@{YA@2@1;.F@1;.@Y@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@Y2D<'@exH +ZAr,_@ZF@ѻI@@=s6@: @<4JY@9no @6:@3FqhGM @/lA @ZLT@t6@@!wn@$bSY@#@$(@%`_?񙙙E[+@OA+zg?@ +]F? '@@+@*ES@+d[@*8sNj@)" f @0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7?ffffffF?ox@Y@0FAa @jWBV@f@ !aF@5ʭ@@ N猀e@b76@`y@Oc@R%1@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:?0̼,F?0̼,@@ '76F@ '76@Y@(FR!*=@~S +'A3xV@xF@'.3@@@iL@@l0p@r7@;:hF@ɣM@Y@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@2LfQ@@z@H)@%1Z5:Z@GN6@΃Xj@ '76F@ '76@Y@ '76F@ '76@Y@,Fqwc@r1\@߱'/AB@R +F@3VY@@ +l@Y@@6!Z@ϟ]@$@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2?ffffffF?ffffff@Y@&Faj:~x@ٰP˱A0G!@PCF@,-\@@ո#p@$_@ jn@v@B?G?0̼,F?0̼,@@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@2FtK@+l"9AX?@T7 T@.H@@l@ @HK@ ^dW@ 8_@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@?ffffffF?ffffff@Y@(FR!*=@~S +'A3xV@xF@'.3@@A@A,(,-@{YA@2@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7? QrF? Qr@?333333E{Q]~@ЕO2A^R9@ |mF?Sn@@)}jN|@)$@)7@(։@(|A2;o@ LYt[F@ϙË@Y@;:hF@;:h@Y@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@;:hF@Xu@Y@&FI9.km@ ڻAa@@;LnF@%QQ@@|@@}eE r@ @߁O@A>@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@4FFk4@yvAۘ<@O yT@{@@zi@]>a@ QNs@c2+@ |j9|@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@=]V@: 0q@<$&Ȧ@9hZ 6@6[gc@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2?ffffffF?ffffff@Y?333333E{Q]~@ЕO2A^R9@ |mF?Sn@@)}jN|@)$@)7@(։@(|A2;o@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@ '76F@%WWթ@Y@5FƕP@AIA(\tb@[.T@qxB1@@epC @*W@xyޝ@Y]@ jHeOO@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:?F?@?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +?ffffffF?ffffff@Y?ffffffF?ffffff@Y@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@<JwF@+8@iL@@l0p@r7@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@0Fm <@؄'Ad@ WGTF@/@@ T]@Q@߬}@;@%oSY@0Fr3$p@BwJAZXa@ C'tF@1!Ë`@@g-@z'@v@Vml@y @"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH@3Fxw7fD@'"t65A Y @} 'T@%@@)R3@"!@"!*.b@# u +r@#B@2Frp@'йAo-9@%7dT@j@@ ޫ@!n|@ ůN@!?QЯ@"CUD?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@3Foh\@|AQq@*T@u"@@!$H7@$<<@$̟=@%-@%u@"FU|gD@8*A< @%!iC@F@(ף @@48M@I%OŔ@.j"@,w|@-՟@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@A@A,(,-@{YA@2@;:hF@([]cA@Y?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH@(FR!*=@~S +'A3xV@xF@'.3@@A},AA>@H{aT@#Jw@@"zOl <@%\#@$7@%'@&1s+@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@4F$oh;A&W6'Au\ @$dU? T@#n/@@"V2ec@%9Y&)@$b@%~Dɻ@&6_NQ@2Fqg *@&2A6?@/0T@a:S@@6u.@!~.N@ @!#@"Rgu:@EhN@dygAӫ @ FF@@@% @&@y`@&-$<.@&I@&]x@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@iL@@l0p@r7@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@ LYt[D<'@exH +ZAr,_@uF@ R#2@@=69@:p@@C'_$-T@csl&@@)R.@dB@@U2\@@ B?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@,FqQt|iT@(24khB䤗!@ \?%F@0[%2@@F @) @Ӗd@o>@VPz]tm?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@;:hF@;:h@Y@ '76F@ '76@Y@!F3hgR&@s3`8A殂1h@U F@ ^ Fe@@i@gWG@0@ڕ'@ is @1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@?㽵@DE@o@ (d@ +{ @*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@ '76F@ '76@Y@5F#@6A߃-@/\j!.T@Y!@@3 @FK@=@¥@6? QrD<'@exH +ZAr,_@a F? Qr@@<8@:0Z. @;l<@9rM4fO@6fD@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@ '76F@ '76@Y?F?@@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@?0̼,F?0̼,@@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@,Fy%2 +]@(- +A#(@߯F@6M@@1U@!cF@$@*nQ?@eFa@(FR!*=@~S +'A3xV@xF@'.3@@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@(FR!*=@~S +'A3xV@xF@'.3@@e@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@ '76F@ '76@Y@5FGwK@WIAٲ?|֭@+T@uy)@@6}Ѕ]>@ @ػg@@ Rp@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@0Fpެ@a4A @w@ ϴQF@1Y@@:>@s;0@G,@hWtl@`Zg@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{?ffffffF?ffffff@Y@ '76F@_5m@Y@;:hF@;:h@Y@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@3Fq +֜@4+ A =;@qwhT@``G@@!I%Rw@$k*>@#W@$Ӛ@3@%aRe@<JwF@<Jw@Y@3Fo R@Ů"UAIc@۪T@7HH@@!hwd@$\.*@$ !@$@%rS@"F7bq@ tRAƓh@FF@!w[0@@RnH@ *^aF@!|=s @d'@ ~@ LYt[D<'@exH +ZAr,_@u)F@ Y*@@=z @: 8@۳@-,.?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@4F\L<@6D$XAf` +'@=r/T@ 4@@0`@:/@MҖ@ @ٽ!b@ ]@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@iL@@l0p@r7?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@!F3>@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],?F?@@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@iL@@l0p@r7@2Fzx#٬Q@X>A찢,@ ˳#E@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],?=]UF?=]U@@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@(FR!*=@~S +'A3xV@xF@'.3@@@iL@@l0p@r7@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@(Fw @pB3@ ;ϓF@1/Tw[@@ w?^Ә@ӱ\ܚ@7ɯ@+|ه@sܖ3@2FyBnx@2haCA!33O!@@@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@ '76F@ '76@Y?ffffffF?ffffff@Y@EhN@dygAӫ @ FF@@@% @&@y`@&-$<.@&I@&]x@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@&FI @Al!VY@+zF@%T ǎ@@K+o@n[p@yܦ@3@^[@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@4F䡸0@t );Aӓ.ɜ;,@\gT@qFV@@л@ a 5I@ kPb@ M@>@!>r@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@:@!~/ړ@F7A@PHgANk@5ekF@!:pe@@[@>͕@GJ10@R{6?@ @*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@1F0.ݲ@h-A]@ ɕdoF@8Zp@@ i@' F@S3@@q@4FBd@dڃ\rABܡ+@B(1 +T@r4n@@b7'@(,ħ@?m@Q@7@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@ LYt[D<'@exH +ZAr,_@G^WF@ ]p`,@@=oA.@:#VM@@iL@@l0p@r7?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*?333333E{Q]~@ЕO2A^R9@ |mF?Sn@@)}jN|@)$@)7@(։@(|A2;o@5FԤ s@6BKاAx|@:YT@b@@,w@$'h@m@{:@ M̈́@F@es@7܄Ar^@8F@#vݬ@@s]}j@̴S@mx@HT0>@)h@6Fk1AfV*A=@ZH/3DT@#.X%[@@"Te@%VHm@$_؀@%A@&]3|@ '76F@ '76@Y@3FsX@YAe@<1CT@`8@@!}TZ@$d @#&o@$pᕴ@%8)I@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@3FqkCD{@"ߡ13Awpb@[T@FnCy@@! @$}@#,W@$ܔRh@%l&@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:?ffffffF?3m@Y@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@ LYt[D<'@exH +ZAr,_@tޟF@ PA@@='7ze@:C@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@ '76F@*a@Y@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@*FZH0@M?IAi}@U$#vF@)ق_@@+!@q@MI!@ &>@ig ?@1;.F@1;.@Y@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@(FR!*=@~S +'A3xV@xF@'.3@@@" F.@;:hF@;:h@Y@ '76F@ '76@Y@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@c@Ɏu@3vS@;@?ffffffF?ffffff@Y@FM;S@"*A{+/@\3-F@&tX @@2E#Ң@qU@F]w@:Ah@#M@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@?ffffffEW@ҏ]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@;:hF@;:h@Y@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@(FR!*=@~S +'A3xV@xF@'.3@@A@A,(,-@{YA@2@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{?0̼,F?0̼,@@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@1Fv"b@P9N0B@ rG>F@2x@@ׁX%@XC|:A@A,(,-@{YA@2?ffffffF?ffffff@Y?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@3Fp'@@sAXB8d@/"T@G0@9@@!ÃVW@$"/@#, /@Al̉@L->T@ƼS;@@!tv@$r.P@#}@$n@%F&y@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@(FR!*=@~S +'A3xV@xF@'.3@@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@ '76F@ '76@Y?zSHD<'@exH +ZAr,_@&&F?zSH@@<-@:&2U@;Ѐ|3@9yɫ@6 sCFy@3FBy@֓/BDVB ȶ@W/şF@5 5IP@@؏ @<O @xw1]@t@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:?ffffffF?ffffff@Y@E%o@DϝvA6R{(@=F@,?@@!>b@#$.U@"]o@#?@#YtKI?ffffffF?ffffff@Y@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@F?{[>@@ LYt[F@)Ύ@Y?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@2Fw%r~dV@mWAN2N@.MCT@[l7a@@ǃbW@;@:@|O +@6|OX5@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@5F%z@ӻHMAؔ|@Z3YT@L:@@-I@^kعm@ ~t@Bc@ %b_@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@ '76F@ '76@Y@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@ '76F@ '76@Y@5Fh3@QA):F@T@%@@`@m@3k@]#:@ >,2@3F;FW@ۙsPB +1 *@ +H<F@<@@!1Q@9s@!{@5*@\㶍@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@ F9e@>P'A)r@6*F@"*0@@D^IY@<60Xț@MqZ@@ ?X?ffffffF?pnC@Y@1;.F@1;.@Y@2FvUQwr@쁙kx3Aۻ6TV@` ,T@6@@i@RB@Vt@,5@U5`@Y2D<'@exH +ZAr,_@Z.F@Y2@@=vmP@:..@<4۬an@9nJ6@6 ?ffffffF?ffffff@Y@(FR!*=@~S +'A3xV@xF@'.3@@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@4Fz @ K&A&@T@o@@@Bzb@Uh@m{Š@@;:hF@;:h@Y@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@3Ff[>[H@NA[S WY@2T@Ѿo@@!6%@$ժӜ@$ ;6n@%+@%I+?zSHF?zSH@@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7?ffffffF?ffffff@Y?ffffffD<'@exH +ZAr,_@z &eF?G}r=@@=0A")@:ZW4I@<<@9`hr@6ʾw?ffffffF?ffffff@Y@(FR!*=@~S +'A3xV@xF@'.3@@@$@%O@%Q1$M?$ȟ@F?$ȟ@@@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7?ffffffF?ffffff@Y@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@1FqڡS_@WdX|B+N]@ +>KF@/4X @@9'S@* a9@Au[`@S5`@YD1y@!F3>@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@5Fk A3?AWQJh@g:lT@$'RT@@"@%Uݣ@$ &@%׉*6@&gzk@.Ft,@n@A_n@ *rF@3&zVC@@&@Uy@8@wR@} @0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@ '76F@ '76@Y@2FwԱc@33 +$Ad@T@%3ti@@d5,@ĸ@Vk@2yN@R]. +@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@ '76F@ '76@Y@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{?$ȟ@D<'@exH +ZAr,_@&qF?$ȟ@@@=X@:4θU@< +C$@9[u@6  +?333333E{Q]~@ЕO2A^R9@ |mF?Sn@@)}jN|@)$@)7@(։@(|A2;o@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@;:hF@;:h@Y@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@;:hF@%2@Y?ffffffF?ffffff@Y@ '76F@E{ۜs@Y@4Fg*@kA5 Ub@D3t`T@Zjj@@g.=@,lp@7@C@'[@Y2D<'@exH +ZAr,_@ZطF@ >}@@=ĠX@:)8@<4k@9nU@6?ffffffF?ffffff@Y@3Fsi#@1 +\A|Q,@[T@Y?@@!OJ@$m>HYX@#Ϋ@$ٿb@%Bw@!F3hgR&@s3`8A殂1h@U F@ ^ Fe@@i@gWG@0@ڕ'@ is @ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul?ffffffEW@ҏP'A)r@6*F@"*0@@D^IY@<60Xț@MqZ@@ ?X@ '76F@ '76@Y@Y2D<'@exH +ZAr,_@qR7F@}0G@@=HdTD@:ׇ`S@@ٗ;A=Q@/%]F@,=[!@@ؑT@)y@t!3@5F1@* 'Vd@,FgX^Ғ@d;iA7K@X%F@0] @@'Zk@H6@4@E@O_e|@(FyF@Jn&bAO ++@ |MG_F@5(@@35y=@v@Wd>\@{F@*@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@2FaJ"@ِgx7AQr3>@ )åF@ j/@@G@q@[&ť7@s@XA>M?ffffffF?ffffff@Y@6FhZADA}@ΩwT@#_F@@"^'='@%@%_BBq@%O@&T@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@1F;f@3k B} m'@ +T$F@6K۠'@@ - @nV@×In@S1=@IM@ '76F@ '76@Y@3Fr:0d j:@"_AH (@^T@5_õ@@!գv@$tNI@#~'{@$`hW@%cQq?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@!F3>@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],?zSHF?zSH@@3Frun@҆զAfDR@י%@T@iQY@@!/W@$sKc@#P@$8a@%HX@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@2FzB@bOȕCAdI\9@ ԺT@D|0@@UI@3 v@d|@*)@@/@(FR!*=@~S +'A3xV@xF@'.3@@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@5F1o@+RpA׻UzU@vMϒT@y @@VUp@ w@Z{~@ 57@ '7d@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@(FR!*=@~S +'A3xV@xF@'.3@@A@A,(,-@{YA@2@(FR!*=@~S +'A3xV@xF@'.3@@@iL@@l0p@r7?ffffffF?ffffff@Y@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2?F?@@2FBAt@ߟn~*kB'm1@ d%aF@>C@@7M@w#C%&@QJ@ryƔ@J~@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@<JwF@<Jw@Y?zSHF?zSH@@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@ '76F@ '76@Y@!F3>@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@!FaIq)@JT Aۮ$ur@;8&*IgF@,}޽@@[p@4@<|L'@"J&@4U4\?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +?ffffffF?ffffff@Y@ '76F@ '76@Y@"F7bq@ tRAƓh@FF@!w[0@@RnH@ *^aF@!|=s @d'@ ~@4F wԬ@dYAR~M@C={RT@-V@@?%N3@D} @-@Th@7@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@1;.F@"~AN~@Y@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@;:hF@;:h@Y@FJ2t;@ƉhAd3L@R5F@%ƶZI@@_@Y s(@cBά@H`*@=@!F3hgR&@s3`8A殂1h@U F@ ^ Fe@@i@gWG@0@ڕ'@ is @3Fs@)c@Aq@jT@f '@@!w9"@$YO@#'@$r@%.+%x@ '76F@ '76@Y@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@(FR!*=@~S +'A3xV@xF@'.3@@A@A,(,-@{YA@2@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@1;.F@1;.@Y?ffffffF?ffffff@Y@ LYt[F@ *@Y@ '76F@_)@Y@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH?0̼,D<'@exH +ZAr,_@dF?0̼,@@<Β@:;Z@;s$@9k+³2@6#2@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@&Fp nk@qGA}SUh@ uVF@0hA_@@ַy@;<@o>S@1@}@ '76F@3bd9@Y@ '76F@k*k @Y?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm?ffffffF?ffffff@Y?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*?ffffffEW@ҏ@!G@ #u @!@"{̇mp@ '76F@ '76@Y@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm?ffffffF?ffffff@Y?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +?ffffffF?ffffff@Y@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{?333333E{Q]~@ЕO2A^R9@ |mF?Sn@@)}jN|@)$@)7@(։@(|A2;o@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{?ffffffF?ffffff@Y@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@(FRq@ؚE3A˦,@>F@'ޥLX@@X/fM<@ā@U@s@`.VV@3Fp +0<@ؠAlK8pB@Y],T@D@@!@$h{@#rGB@$T7S@%xE* ?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@!F3>@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@3FsM;@A^\1@5X?T@b#@@!}y +(G@$`@#!%-@$ @%4?75?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@!F3?/s\@Z:fqA:"yM@C %F@ jUp@@J;|@1@?"@f7@ @ WzZ!@(FR!*=@~S +'A3xV@xF@'.3@@ *@uPBoSB;0@s .F@"u/@@U@@&@Ll6'@t6@=;?ffffffF?ffffff@Y@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@Y2D<'@exH +ZAr,_@ZP.F@ Kj@@=9@:xq @<4|@9nn@6S@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul?ffffffF?ffffff@Y@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm?zSHF?zSH@@ '76F@ '76@Y@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@<JwF@)A!@Y@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{?{[>F?{[>@@4Ftl@a}AJGb}L@@ɛ2T@k$@@`@%n@5@ƪ@ϟY@(FR!*=@~S +'A3xV@xF@'.3@@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@#F`WHTR@q(A+@tφfF@,?@@%-B(@|@ @w)f{0@mᒤ@5F;җ-@KA]G@9Y\nT@F4AJ@@zN@r@ (#X@@ @0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@,Fa7#/@O-)hA|sh@ ٟ%sF@+@@ǔ 2@ж@K@WW@t֦@(FR!*=@~S +'A3xV@xF@'.3@@A@A,(,-@{YA@2@ LYt[F@! \@Y?ffffffF?ffffff@Y@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@(A7e$@yT@̐?@@(5HUt@|f@*y=~`@=b'@& !R@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH@2FrI%4@fN@AлV@o^ӔT@fs@@_e@!Zδ?Vx@ D@!5` @"/?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@;:hF@+@Y?333333E +L@]ASF@F?ΤT@@+bm&@*'@+{M@*~4f@)}Z+9O@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2?ffffffF?ffffff@Y@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@2F}qJ8@џ%]B\_@-F@>-b9@@ H?/@`v@@;@T5?0̼,D<'@exH +ZAr,_@dF?0̼,@@<Β@:;Z@;s$@9k+³2@6#2? QrD<'@exH +ZAr,_@a F? Qr@@<8@:0Z. @;l<@9rM4fO@6fD@<JwF@r/@Y?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@(FR!*=@~S +'A3xV@xF@'.3@@@iL@@l0p@r7@(FR!*=@~S +'A3xV@xF@'.3@@h@IMAʠ/m @"4T@v},@@!*E@$= @#҈@$ʹy@%]1A4@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@0FY0@d-gA-Q@ +W*F@!X@@C`@A=V@\Və@>s@h]y@<JwF@<Jw@Y@ LYt[F@؍m;l@Y@3FpL N@Mw$A0JZ@VYT@d2@@!^ @$@$yy%_@$io@%"@!F3>@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@ '76F@ '76@Y@2FyoY@GA@{t6T@.]\@@c5z@x޲K@0ﵝ@|ZmN@:6@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:?ffffffF?ffffff@Y@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@A@A,(,-@{YA@2?ffffffF?ffffff@Y@1FrcE@i]*dB9q0,@ +H/F@02^)5@@ӿg5@G]@( FO@gڽ@@,?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@1;.F@1;.@Y@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@ '76F@ '76@Y?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@;:hF@;:h@Y@"F7bq@ tRAƓh@FF@!w[0@@RnH@ *^aF@!|=s @d'@ ~@5FnM@({ԮA͌O +@,T@H@@%@ 'nF@S-K@ h@ @ EK@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@2Fx_@aɌbA!B"@ -wCT@yb}@@4Y@΄@[de@@@ +ƻ @ '76F@ '76@Y@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@4FAZ4o@bvL'B홻@4njfT@=@@ө$@57@S@J|@~?{[>F?{[>@@ '76F@ '76@Y?ffffffF?ffffff@Y@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@ '76F@ '76@Y@4Fr R3@h[AٚoI@T@Ov_خ@@>204@B@; :@@ VF @,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@.FgVK@71At\ۺ9@ F@- @@`[@;ي^@<^3]@Z@{f,?ffffffF?nYG@Y?ffffffF?ffffff@Y@ '76F@ '76@Y@3FrĨA @ 3AA/aWX@T@"i@@!Yܱ@$k䔈@#t\@$eim@%@ +@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@4F*⽪@) A]>v@x=T@`@@m@«Ņ@pI @L,ح@ 63@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@Y2D<'@exH +ZAr,_@Z.F@Y2@@=vmP@:..@<4۬an@9nJ6@6 @*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@5F=|Z^@RpيA4& h@i=wT@6($J@@;4@ @  c@!ws@!Km @ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul?ffffffF?YO@Y@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@ '76F@W,{@Y@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69?zSHF?zSH@@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69?=]UF?=]U@@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2?333333E{Q]~@ЕO2A^R9@ |mF?Sn@@)}jN|@)$@)7@(։@(|A2;o@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@(FR!*=@~S +'A3xV@xF@'.3@@A@A,(,-@{YA@2@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH@4F~iI@𭠷_ACBG@]# }T@2/m@@Tb@w;pV@%\6@=j@ -?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@;:hF@;:h@Y@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@A@A,(,-@{YA@2@2Fj@iL@@l0p@r7@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@ '76F@ '76@Y@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@4F|0J@'CcAe(5@ZŹ6T@HTɅ@@.Z%@mlA4@b[#@CC?GE@ Z@(8?ffffffD<'@exH +ZAr,_@W*F?;@@=8t޳z&@:4yX@<u6@9b\vfJ@6E]?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@=]V@: 0q@<$&Ȧ@9hZ 6@6[gc@1;.F@5 @Y@5F@  +@zݦTǦAF:::D@{T@ڤ@@[-@ k@~'@B=@ eִ@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@ '76F@ '76@Y@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:?ffffffF?r.@Y@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@ '76F@ '76@Y@(FR!*=@~S +'A3xV@xF@'.3@@'!@@%@f[vk|@n20@2x@  +x@ '76F@ '76@Y?zSHF?zSH@@1;.F@1;.@Y@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@ '76F@u]@Y?ffffffF?ffffff@Y@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2?ffffffF?ffffff@Y@4FT@z[&AI$B@iލjT@ ?>p@@ E@ؼ@N +@b1@wer"@2Fx& 9@Kp %A%X@A&T@Ov_ح@@^2rM@#pZ(@уz@G[һ@*+?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@=]V@: 0q@<$&Ȧ@9hZ 6@6[gc@FIU +@]Y5Aig@@+"F@&.< @@?y@}@@O@ '76F@7݇/3@Y@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@Y2D<'@exH +ZAr,_@Z.F@Y2@@=vmP@:..@<4۬an@9nJ6@6 @3FrmQ^Q@ ||A$yz@l8qNT@ϕ@@!tx@$^hL>@#gy@$I=U@%Z;Ig@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@A@A,(,-@{YA@2?ffffffF?ffffff@Y?zSHF?zSH@@(FR!*=@~S +'A3xV@xF@'.3@@@iL@@l0p@r7@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@4F#?8@\uA dP@MҵT@J#9@@@@Ga@7S%g@Z@ };@3FsS N@2&AE!@;,YT@ ;yR@@!u@$|uiJe@#~#@$`o3@%QR@ '76F@ '76@Y@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7?$ȟ@F?$ȟ@@?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@ '76F@ '76@Y?ffffffF?ffffff@Y@1Fr3v@]>?-B)uq@ +N`IF@/\=x@@3@$D`@3F:{@r@Kb@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm?ffffffF?ffffff@Y@2FIj٢O@tB]{8)@F@7]f@@|#C8q@xUT@ E @@XA2@ '76F@ '76@Y?ffffffEW@ҏA@A,(,-@{YA@2@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@4FŸ/ @O&AHm@:%QT@X@@x51@= @=;@Ǭ@珐 @2FzG0@=0ZA]ܗ@ *fGT@Б}k@@c@ ?@ؙ֖J@.}@d XQ@3F0q{@_IB +=@ +iL F@;6g@@xc D@%yډ3@_@sZ@0@!F3>@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],?E8?Jn7@0ǮA`en@p hRF?C]@@4kO@2x)ڸ@3ʡ@1H @0@-eH*x@,6,F@+Kb-@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@ '76F@![@Y@2Fyԋ@1 +Aj|,'@0b4T@&q@@$a a@ڰPE@n@^צڇ@x*j?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@5F id@ +r@AxWAPh@oT@1@@//^@d@g8+9@C@ 1'?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@ '76F@ '76@Y@(FR!*=@~S +'A3xV@xF@'.3@@`@ ǿ@;:hF@;:h@Y?ffffffF?ffffff@Y@3Fs5qC@~NXxA@x:T@KGN@@!8 @$as@#SS@$Żd@%6f?@ '76F@T~@Y@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@A@A,(,-@{YA@2@*FX=׷m@}$A@_"AqF@)P%@@lJh@?Ӿs@?@@9@T@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@4F)@E~[AE3"[ @_J*`T@Pp@@K-@weD@%cI@_Gxj@ D@@4F*Z@]C?AޢȦ%K@|T@`A@@<>@t#K@"DtQ@%Xq@@3Fex#@I6ZA M_J@:>T@3;wF@@!CK@$7Q@#Ǵ@$z&Τ@%rlpS:?0̼,D<'@exH +ZAr,_@dF?0̼,@@<Β@:;Z@;s$@9k+³2@6#2?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH@4F.6P@W݆AS0=/@oT@Ց@@ +FI)@@s|S@O` @ 7̲P@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*?{[>F?{[>@@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH@Y2D<'@exH +ZAr,_@Z.F@Y2@@=vmP@:..@<4۬an@9nJ6@6 @ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@(FR!*=@~S +'A3xV@xF@'.3@@F?{[>@@6FҮ=@jײuB"L@M@r,NF@A]cA@?4@- N@U+@@ZrW @3FsTB!@=sOQAY}x@T@28\g@@!yz@$wn@#!;@$rL@%K@ LYt[D<'@exH +ZAr,_@&XF@ T',@@=Nr-@:c@@ [@ Mug?zSHF?zSH@?ffffffF?ffffff@Y@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@(FR!*=@~S +'A3xV@xF@'.3@@A@A,(,-@{YA@2@(FR!*=@~S +'A3xV@xF@'.3@@@@{ !k@@]@q Wv@4;.@ u />@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@ '76F@.S<@Y@;:hF@=(@Y@;:hF@;:h@Y@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69?ffffffEW@ҏHYV@#Ϋ@$ٿb@%Zw?ffffffF?ffffff@Y@1;.F@1;.@Y?k"ɁF?k"Ɂ@@1FsITo @nj B2<I@ +*!F@0@@@iL@@l0p@r7@ LYt[F@ņn@Y@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@ '76F@ '76@Y@4FH6 d@d'_A9Z̳Z@}(!T@',@@o\X@ݭ@@gv +@h=5?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@ LYt[F@ @Y@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@ LYt[D<'@exH +ZAr,_@@F@ ] \@@=B'@:#@@-eH*x@,6,F@+Kb-@2FolL8@A@¤8T@.FIl@@(5HUu@"N3\@!<0@"1 @##Gѐ@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@ LYt[D<'@exH +ZAr,_@:|F@ b"*@@=ѯ@:&A@@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@2FzVk@aԿJAk [@ v T@SP -@@%*@Q2@b}Q@(U@>p@2FzT1do@ 9A5UM@ +_p T@R@@`˶@ +`P@Ի@1@V?333333E{Q]~@ЕO2A^R9@ |mF?Sn@@)}jN|@)$@)7@(։@(|A2;o@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{?ffffffF?ffffff@Y@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@ '76F@ '76@Y@6F1g@yqA۟@u36T@q.ƼS@@d}@ڡa@ +g@dx@ B..ld@;:hF@;:h@Y?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@=]V@: 0q@<$&Ȧ@9hZ 6@6[gc@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7?k"ɁF?k"Ɂ@@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@4FL@_7;Q{A): @NW8T@&?@@ÒB0@Л#@6x;)@[K@ EN~:@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@5F8s[@W;A2@k]>T@"}@@?*n@}ui@1`yn@ TwD1@ B\?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@ '76F@tn;@Y@ '76F@ '76@Y@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@iL@@l0p@r7@5F!$@ +A Ӑ@T@`"&r@@ѿ@/j@>p@ lH@ ]?zSHF?zSH@@4F6燳@yPA* .m@H-sT@^5?|@@1es@Pԡ@(gp@K(%@G1P@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@ '76F@ E@Y@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*?ffffffF?ffffff@Y@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@#{5@$]C@%IO[g@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@;:hF@\ @Y@;:hF@;:h@Y?0̼,F?0̼,@@(FR!*=@~S +'A3xV@xF@'.3@@&bk@?~wT@Կ@@!11J@$~{%L @#Մ6@$f!@%SX^:?ffffffEW@ҏA@A,(,-@{YA@2@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@(FR!*=@~S +'A3xV@xF@'.3@@C@TAܻ}@>hT@K@@4| @ @s t@@$,@Z%m,@4Fbf'<@3 QzAT@-*QލT@A$5@@7ߵ|=@r@0@@׏@3Fq-}@A3~AA+ @zT@ +8@@!3c@$@#ۋ~]@$Ͻ{n@%_4B?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@=]V@: 0q@<$&Ȧ@9hZ 6@6[gc@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@=]V@: 0q@<$&Ȧ@9hZ 6@6[gc@<JwF@<Jw@Y@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@A@A,(,-@{YA@2@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@(FR!*=@~S +'A3xV@xF@'.3@@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@3Fi?O@!A%@8r T@R@@!պ~@$`D@#j@$Lb@%l= m?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@ LYt[D<'@exH +ZAr,_@BF@ V=>N(@@=^@:ue@@iL@@l0p@r7?zSHF?zSH@@(FR!*=@~S +'A3xV@xF@'.3@@@ig ?@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@ '76F@ '76@Y@ '76F@W@Y@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{?ffffffF?ffffff@Y@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@=]V@: 0q@<$&Ȧ@9hZ 6@6[gc@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@(FRT@|SA7Վ@ά8F@' B@@;%Vo@VE-@Cip@S dX@>j3Ma]@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:? QrF? Qr@@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@3Fp:k$@)KA?, @|T@A_E@@!C@$7@$v$@$g @%~1@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69?ffffffF?ffffff@Y@1;.F@1;.@Y@ LYt[D<'@exH +ZAr,_@½M{F@ k}9@@=0mMb@:-ȥ^@@ߴfAv#!PR@3AlF@5@@@Z+@X @ +@2&@h?0̼,D<'@exH +ZAr,_@dF?0̼,@@<Β@:;Z@;s$@9k+³2@6#2@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@iL@@l0p@r7? QrD<'@exH +ZAr,_@a F? Qr@@<8@:0Z. @;l<@9rM4fO@6fD@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul?ffffffEW@ҏ@iL@@l0p@r7@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@5F(+F#@ BNp=aAڀ@ T@5@@(@.ʹ@e(@@@ 0`' @4FkS}@cAQVxh$@ZQUvT@76g@@Q'@֏1@@`f۾@JW?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*?ffffffF?ffffff@Y@3FqrP@hxA>|fC@'!?T@@@!A@$~d5E{U@#mŨ@$O@%SAn ?$ȟ@F?$ȟ@@@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@5F#.Ai=A)ZN@ ٧T@#&I@@":@%Wt@$ta@%bC@%4%@ '76F@EaE@Y@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69?ffffffF?ffffff@Y@5F@🰸;Aۀ9q@Zr=wT@s8Cl@@sl@dzh@ěJ@|.|@ 5¥@5FWK}g]@膟ToAm +$M@y_> T@9䣃'@@8@*]Y@k=$C_@G@ 3rT@<JwF@<Jw@Y@ LYt[D<'@exH +ZAr,_@bF@ Q(| @@=, +D@:y@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*?$ȟ@F?$ȟ@@@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@4F$U'@g +@UAݴ⃡7@DhT@|@@=@/@G{+@J@R@6E @3Fr?c@6LI=AE@|T@-e@@!Iji@$"A@#{o@$kK(@%_$Ͻ? QrD<'@exH +ZAr,_@a F? Qr@@<8@:0Z. @;l<@9rM4fO@6fD@4F#p@dkAڬ֎U@uuۦT@q 4@@q力@:A@VܕF@2Mh@ )5%I@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@1FrLRAt@`cEB=9{@ +#xXF@/XOLnn@@ꢠ^^9@=N@)Cs@@h.S@APO'@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@iL@@l0p@r7@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@e@ !Ʌ@ _1iX@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:?ffffffF?ffffff@Y@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@3Fr2F@^yAA @dA@A,(,-@{YA@2?zSHF?zSH@?앿ExD<'@exH +ZAr,_@F@QIw@@=^?QS@:(p@<$Ȓ@9h0D@6t-?ffffffF?ffffff@Y@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@2FvJ}|@}iAِ˭N@T@mr@@B +$@M@@a/E@$g@ X2H@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@;:hF@;:h@Y?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@=]V@: 0q@<$&Ȧ@9hZ 6@6[gc@3Fs @:6 ^A>o>@Sr"T@oa@@!?Р@$~Sg@#]cZ@$?S̱@%S1 m6@5FMI@OĆAz@=>$T@sg@@}@BOh@c.@'@ v8z@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@3Fr4 @rA*@ڟ_T@e.r0@@!@$:֧`M@#Dg +@$&W|i@%hv@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2?ffffffF?t M\p@Y@(FR!*=@~S +'A3xV@xF@'.3@@@iL@@l0p@r7@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@0Fz.?5@{bw^ǢA%Ԭ@ hfQF@4R!B@@:@V@ @rB @ۅ3@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@(FR!*=@~S +'A3xV@xF@'.3@@A@A,(,-@{YA@2@(FR!*=@~S +'A3xV@xF@'.3@@A0J@G( %F@(Xhb@@Pꁇ5@c @tjJ@z#5@jt@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@?ffffffE@ +hA}@ b3F?ffffff@@+RY@*rf@+9%@*CD\D @)oFT;|@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@3FsHl,D@h5A®@ RT@[LPr@@!FG@$c;jX@#͆@$м?b@%8t@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@2Fi}zX(@@LxAğA@Hy2ZT@_@@ Ol ;@#t#@"7@#'@$Is*@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2?ffffffF?ffffff@Y?zSHF?zSH@@;:hF@4@Y@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@;:hF@;:h@Y@ '76F@ q7@Y?333333E}][V@c%|AAǦ @i:F?333333@@.n@,觬>@-eH*x@,6,F@+Kb-@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69?ffffffF?ffffff@Y@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@=]V@: 0q@<$&Ȧ@9hZ 6@6[gc@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@2FA@ݎ&e Bɍٺq@ FfwF@4r>P@@ GyO@kx2@?m$@hՖ]@tFZ@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@Y2D<'@exH +ZAr,_@Z.F@Y2@@=vmP@:..@<4۬an@9nJ6@6 @*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2?ffffffF?ffffff@Y@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@(FR!*=@~S +'A3xV@xF@'.3@@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@2FvЃl@8oA0Pj@2>JT@b@@ !l@]@q Wv@j4;.@^|7@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@p@@Xˣw8@ @@@@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@Y2D<'@exH +ZAr,_@ZpF@,@@=1@: hH@<4{@9n?2@6b$@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@!F3>@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@3FrU<@?TX%A_Ylq@TNT@$t@@!LZ@$~!@#eg@$jU@%b\yJ@(FR!*=@~S +'A3xV@xF@'.3@@?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@=]V@: 0q@<$&Ȧ@9hZ 6@6[gc@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@4F䭘@z|ZB#4@+}jF@7ɑ@?qhT?ڇ(?Y4uC@>@_ AO?ffffffF?pD@Y?ffffffF?ffffff@Y@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@(FR@@})u9RA3xP@ixF@'ۃ,]@@= m@XXi/@= )#_@UH{}@@|[@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@;:hF@;:h@Y@Y2D<'@exH +ZAr,_@[ę+hF@+L+Q@@=<жr@:@<5$$@9oH G@6BK?ffffffF?ffffff@Y@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@5F`@FmA׊0@T@ ܇T@@'c>@eK@lxkH@ $&Ui@ @0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@5FݵS@TO"A$@TT@=1o@@C@I- @%@XצF@ yW@(FR!*=@~S +'A3xV@xF@'.3@@@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@F[*_@}fAQ@;F@U=@@ /|R@"/Aؗy@!~;e@"PuK@" +u@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@ '76F@K0c@Y@ '76F@ '76@Y?ffffffF?ffffff@Y@ '76F@1eә@Y@5F($@=,A2+@mT@sP@@b +$@'M@@a/F@$g@ h2I@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{?ffffffF?pҿU@Y@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@2FzfLc(@WgmA@OiT@^@@WN6@Nl]W@Y@@_@ +V]@3Fpvh>@7A(0@PT@55@@!"@$n ړ@#w=@$Y@%kKCP!@4Fѥ2p@VVcBA!0U@*O\@=pH@Q,o@my@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7? QrF? Qr@@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@4FY.@GA\;^Y@YT@%@@;1@V#E@iD @]-$@}0?ffffffF?ffffff@Y@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@#@"y@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@6Fx:A4SA%C@Y'' T@#LI'@@"4A@%o5V@$d@%`u@&Do# @ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm?ffffffF?ffffff@Y@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@ '76F@B@Y@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@3Fszj?_@)/&AB z@rlT@A [@@!j}y(@$M1w@#&-@$ + +@%!@3F0(vMj@4tB`2gW\?*|F@@/w@@37la@ d6v@Bhs@ږ?&4@2FjvEj@SqƊBJXN/@ƺ+F@!;W}@@ģBRP@k7?q@ڛ@#"@U?zSHF?zSH@? QrF? Qr@?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@4FSl@uA73D"6@_͍ZT@=u@@u.@| +\"@*}d)'@^GI@ gu9@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@iL@@l0p@r7@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@2Fu㞁c@'qA؄7@ʿfT@n~@@.Q,@dp@6˿@k@ VF?陙Eq6@F@eA];@ 7 F?ffffff@@+ *@*m$@+q#@*B]@)i;@(FR!*=@~S +'A3xV@xF@'.3@@A@A,(,-@{YA@2?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*?ffffffD<'@exH +ZAr,_@n|JbBTF?%@@=-\Q~@:76N@<բ.@9`'G9@69@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@JC@&d@ #GsG@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@+@:uQ.8@<%;@9i |E@6u@(FR!*=@~S +'A3xV@xF@'.3@@@ig ?@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@(FR!*=@~S +'A3xV@xF@'.3@@-R0? QrF? Qr@@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@iL@@l0p@r7?0̼,F?0̼,@@3FrxB)@6YAax@lZT@@@@!t'@$cR@#-'@$( 7@%7ȍ@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@(FR!*=@~S +'A3xV@xF@'.3@@@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@ '76F@ '76@Y@ LYt[D<'@exH +ZAr,_@ŒF@ B_ !@@="@:kD@T@@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@3FxQ/@+MAƌ~@޸,2T@:p@@ /@#[@"h/(@#V 09@#'@4Fb@B,vRAܻ +\ +@1PKT@Zu%F @@>@Bzg@Ul@{Š@?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +?ffffffF?ffffff@Y@5Fi&@c`A硏 @$ONT@{ʖ]@@.B@lp@J7@ ! iy@ @5F"ܵw@Q {A,p@ilT@ $ @@d/C@)mb@ׁɽ@Du@ i+?@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm?=]UF?=]U@?$ȟ@D<'@exH +ZAr,_@&qF?$ȟ@@@=X@:4θU@< +C$@9[u@6  +?ffffffF?ffffff@Y@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@ FViv@24r.A"@\GF@);\$@@ xZ}s@`fyo@b5@@&M@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH@3FrLK1@ ||A;` @@bMLT@$_Zj@@!?Y@$9391@#BÜ_!@$$;1@%Tl@2Fx)ޘ9@YxADiR#@4cT@L4\@@T@* @ +%@ΆG@ñr@(FR!*=@~S +'A3xV@xF@'.3@@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@4F81+k@e'9Aq@(Fo)T@ri4@@Tƹ,{$@*@b@ۢF=@ÿG@ '76F@ *EM@Y@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@ '76F@=AZt@Y?ffffffF?ffffff@Y? QrD<'@exH +ZAr,_@a F? Qr@@<8@:0Z. @;l<@9rM4fO@6fD@4FTvLP@k$A9u@=dT@^)5@@bZ@ݠ[ +R@!eW@gwx@["F&@Y2D<'@exH +ZAr,_@Z.F@Y2@@=vmP@:..@<4۬an@9nJ6@6 @ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm?=]UF?=]U@?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@FK}@ w N1AMJTf@8\˱F@&+¹M@@o@08(@9}ok@[.@{1.o@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@Y2D<'@exH +ZAr,_@Z.F@Y2@@=vmP@:..@<4۬an@9nJ6@6 @#Fxiu'Fj@@R˜BLئm@-.kF@1'^ F@@ 躭&Y@ȲV@ԷH@[@DCH?ffffffF?l'@Y@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@ '76F@ '76@Y@5F G@.(7%KA|va@Z  T@t@@py@e)@@ɜ<7@ ֆ墱@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@4FgJ@ +ߐA.n9OK@#MT@(@@Ho@Mxx6@>z<@]z"2]@@c;?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@"F7bq@ tRAƓh@FF@!w[0@@RnH@ *^aF@!|=s @d'@ ~?zSHF?zSH@@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@7FA]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@FZavLn@0Aչ@'MUb;F@U=@@ Fn@"/V(x@!Ւ@"Pŕ>@" F.@4Fk:@o8OA/@E)8T@<`@@bZ@M[ +U@!eZ@w|@["F&?ffffffF?ffffff@Y@(FR!*=@~S +'A3xV@xF@'.3@@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@2FjDw@vUjB-r@ AF@!)7KƧ@@`[(,@>@VP+@0'@c=y/@(FR!*=@~S +'A3xV@xF@'.3@@@iL@@l0p@r7@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@<JwF@<Jw@Y@5Ftrx@Aگ|LH@oQ3nT@/q!Ks@@s@[c;@U|)@1] N@ ('+@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@3Frfb@b Ae~F@66T@M@@!cq?@$t)@# IΈ@$9@%H/.@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@6F +։@G5A@B*T@KZ@@'.>@lp@7@vC@'[@9F4^AA#PE0@T@#ZS@@"M@%Ȳ7%S@%R@& .@&A{?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@5F/:k@,Q A4ZR@wQT@]cf@@F@@@W ̛@ gw)@ Y0x@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@ LYt[F@ 3@Y@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@7FVAAA^ķ@$xT@#n~@@"MtW7@%0(h@$1s@%uܑ@&a'@F=uԎ@֟rTA8πV@'BF@"0@@@NucV@b|k @atq@~#3@3Fs(\ll@RvjA,H;6@BpT@-V@@!@$D]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@?F?@?{[>F?{[>@@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@LAU@1s??ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@2Fsdv@=A$@F@٨UT@=p +@@M@! '4GS@ `1t@!N P@!8|@!FW@#b)A~@dxF@)M>@@dm}@)J@-䲰@¤@|_ !?$ȟ@D<'@exH +ZAr,_@&qF?$ȟ@@@=X@:4θU@< +C$@9[u@6  +@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2?ffffffF?ffffff@Y@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@5F=f@WAؙO@a!T@ ֶZ@@G @\j@ +ۋQQ@l5 @ An ?ffffffF?ffffff@Y@1Fy!!H޵@ˆ0L~Bۊ@ iF@1ȟ@@@ N.@fC3E@ղ- +@/7j@ "^Ɖ? QrF? Qr@@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@4FoU%(@8UA S@.C\T@F Eb@@9Ĭ@RpW@]@ٕ@=@*F`ĵ&@ښ3yAB@ŁF@+s@@Px@D@< S@o@d@2Fp5 !@7lA˾Q|@[HKT@n@@Q-@"+G@!Q|_@"p3ro@#%+d@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@ '76F@ '76@Y@3FpS@?AwD@,MT@@@!qyf@$e1,@#(@$ +ۿ@%r`U@(FR!*=@~S +'A3xV@xF@'.3@@@iL@@l0p@r7?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@=]V@: 0q@<$&Ȧ@9hZ 6@6[gc@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@2F}A@_MB Bb-@FF@2x @@ +.Je@,Pd@y@Cd3q@Ž@ '76F@ '76@Y? QrF? Qr@?ffffffF?ffffff@Y@,FuEk+ @MF7A5D\@n-FF@4+@@@/SHX&@hI,@aY@~@ ч@"F7bq@ tRAƓh@FF@!w[0@@RnH@ *^aF@!|=s @d'@ ~?ffffffF?ffffff@Y@EhN@dygAӫ @ FF@@@% @&@y`@&-$<.@&I@&]x@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2?{[>F?{[>@?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@FFm!@-.+A @[@vF@%M7!=@@Ytl@@CQ@T\(_@<9Ǔ?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@=]V@: 0q@<$&Ȧ@9hZ 6@6[gc@;:hF@_ND@Y@ LYt[D<'@exH +ZAr,_@Di)/5F@ dk@@=k@:(:^@A@A,(,-@{YA@2@3Fr+ %@;zM5A)>@%bT@Y@@!C1@$ 6@#)L @$ @%Xp^w?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH@5FTjv@:ASA@=g~T@u:>/@@!/#xI@'@7Y@p=:@~D'@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH@1;.F@ ,7ɚ@Y?ffffffF?ffffff@Y@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{?ffffffF?ffffff@Y? QrF? Qr@@4FUw@3W&ZA*̙@-q-T@9wr(@@:&o@d%a@x@;u#@U~M@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@!F3>@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@1Fs^.@֨dBu+2@ +i=jF@0`]x@@s @;?@Сz@7손@%k@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@1;.F@!ď@Y@7Fo A@A,(,-@{YA@2@;:hF@;:h@Y@3F2(e@߼`:S1B!C4!@ }qF@@VX@@`w@p@vΐ=@t +2'@hi?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@ '76F@ '76@Y@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@;:hF@;:h@Y@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@ F9e@>P'A)r@6*F@"*0@@D^IY@<60Xț@MqZ@@ ?X@4F|D@;w駖AV@/2W6T@Ud@@9g @QֽP@dU@(w@ ٢@0Fki[@ЮAk燊@ gF@/Q7@@DH@-3}@aE@e~e@M;n@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@iL@@l0p@r7@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@iL@@l0p@r7@ '76F@",M@Y@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@?ffffffF?ffffff@Y@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@;:hF@;:h@Y@(FR!*=@~S +'A3xV@xF@'.3@@A@A,(,-@{YA@2?ffffffF?ffffff@Y?0̼,F?0̼,@@5FT"@'p Ai@.<T@z:@@OxA@ۍZ@L`@edْ@HJ ?{[>F?{[>@@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@FU@;%޿A$w@v4F@(LfQn@@x@ՙ@C@M<@6F@!F3hgR&@s3`8A殂1h@U F@ ^ Fe@@i@gWG@0@ڕ'@ is @2FuSϧ@QIA[:ѵ@T@"`@@ +ѿ@/i@~o@ ,lG@ ]@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@ '76F@;u%@Y@$FrOKo @׺Y@B4P@ +M$F@0QR@@񘓍@O@<0@t#E@ET?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@(FR!*=@~S +'A3xV@xF@'.3@@p4@ysHA$go@z T@s@@ +ű@ @}9ԙ@Os@m#u8@(FR!*=@~S +'A3xV@xF@'.3@@@iL@@l0p@r7?333333EgGD@V"RAHV[@2{BF?g*d@@0Ź@.弲J@0A@.>۳@-,.?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH@*FX-r[@َ5A@@&VF@)@@Z;@0s\@/@vΟY@ΰa@(FR!*=@~S +'A3xV@xF@'.3@@A@A,(,-@{YA@2@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@(FR!*=@~S +'A3xV@xF@'.3@@A@A,(,-@{YA@2@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH?ffffffF?ffffff@Y?zSHF?zSH@@;:hF@@Y@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@!F3hgR&@s3`8A殂1h@U F@ ^ Fe@@i@gWG@0@ڕ'@ is @;:hF@;:h@Y?0̼,D<'@exH +ZAr,_@dF?0̼,@@<Β@:;Z@;s$@9k+³2@6#2?ffffffF?o~I@Y? QrF? Qr@@1;.F@4ﺈ&@Y@Fh$@$K_Aު؎_@)F@Os@@ =8@"s7f @"9,R@"Q&@"v @5FI;-@A5Y>@BtT@d@@aX:@&A?e@T`OEj@A2@ g:[@5Fݓ@lA b@fcT@]-V@@#Ja@a2mx@6tS3@  +@ ҬJ@4F.U`@d$AZ#@%(ȲNT@#ᆘ5@@)*@@'`@xCȷ@y@*FZI7@bM+5Aki@LOoF@)bR@@q-@@c 9@iD@Ǖ@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@ '76F@YX +@Y@5F-ų-O@MoիA׍S @( LT@O4@@#Bp@R +H@ke+x@ #..@ >β@5FdPt[A@bvtA񺙚@#OT@f1.@@!4%@$ᚯU @$8?9m@%&0*~@%wʚ?0̼,D<'@exH +ZAr,_@dF?0̼,@@<Β@:;Z@;s$@9k+³2@6#2@ '76F@r@Y@"F\@@َqxAH:{H@uzF@*ͳ|@@< @u@Mab@S醮@=5H@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@?ffffffF?ffffff@Y@3FpE%MS@aAn_Z@S)T@]yЦ@@!@$*tYY@#4@$.@%x@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul?ffffffF?ffffff@Y@3Fsv r@Tg=AJK @j(T@*W'@@!{S@${ k@##n@$@%OKH@<JwF@*X%[\@Y@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@5FguY@As-U@]IFYT@˧2P@@B0@hЛ @x;&@[G@ EN~9@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@A@A,(,-@{YA@2@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{?ffffffF?ffffff@Y?=]UF?=]U@@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@2FvlySP@$PGЭ@(@ H@#Fm~,@h*WUA/"E@ 2OF@/}H@@$"u@S&@w@]x@J?F?@@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2?ffffffF?ffffff@Y?zSHF?zSH@?ffffffF?ffffff@Y@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@(FR!*=@~S +'A3xV@xF@'.3@@A@A,(,-@{YA@2@ '76F@&fI@Y? QrD<'@exH +ZAr,_@a F? Qr@@<8@:0Z. @;l<@9rM4fO@6fD@1;.F@1;.@Y@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7?ffffffEW@ҏ@iL@@l0p@r7@Y2D<'@exH +ZAr,_@Z.F@Y2@@=vmP@:..@<4۬an@9nJ6@6 @ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@<JwF@<Jw@Y@ '76F@ >}@Y@"F7bq@ tRAƓh@FF@!w[0@@RnH@ *^aF@!|=s @d'@ ~@ '76F@ '76@Y? QrD<'@exH +ZAr,_@a F? Qr@@<8@:0Z. @;l<@9rM4fO@6fD@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@ '76F@m ֶ[@Y@2FkD@ C1BFZi@*"F@!@@vˡ@k;@.4i@eUB!@9xT{M8@2FzRTA@}cAۼ]'y@ T@kP@@Wi?@@(FR@ݵ@.+?@2FuTڻ@ vAs@˵yK?.T@㕁$@@]A@A,(,-@{YA@2@4FCd v@:mAcЬ@q_7pT@Y!@@ j@PgDS@c +uX@['h-z@{ +/6@5F8@֟lAwe@q>0nT@}3@@C@@g@Cݪ@ 1'uА?񙙙E[+@OA+zg?@ +]F? '@@+@*ES@+d[@*8sNj@)" f @*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@1;.F@"2iz@Y@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2?ffffffF?rI^L@Y@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@;:hF@;:h@Y@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm?ffffffF?ffffff@Y@Y2D<'@exH +ZAr,_@Z.F@Y2@@=vmP@:..@<4۬an@9nJ6@6 @6Fi ú@<1?AܧZ@- T@g l@@Dư)@ S w@fһ@*ʊ@! @&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@ '76F@ '76@Y?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*?zSHF?zSH@@ '76F@ '76@Y@"F7bq@ tRAƓh@FF@!w[0@@RnH@ *^aF@!|=s @d'@ ~?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@?0̼,D<'@exH +ZAr,_@dF?0̼,@@<Β@:;Z@;s$@9k+³2@6#2@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@(FR!*=@~S +'A3xV@xF@'.3@@@iL@@l0p@r7@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@2FwJ#@a?A3w!@^PGT@?zNzV@@D @ ++]@?c@@eۧ@<JwF@<Jw@Y@2Fkw\`Y@a6M AƯ @`Mڂ@iL@@l0p@r7@<JwF@"x @Y@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul? QrF? Qr@?k"ɁF?k"Ɂ@@1;.F@ *NEE@Y?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*?ffffffF?ffffff@Y@ '76F@ '76@Y?zSHF?zSH@?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@ LYt[D<'@exH +ZAr,_@}KF@ +e!b@@=Ʀw@:/i@@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],?ffffffF?ffffff@Y@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{?ffffffF?ffffff@Y@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@&FIjO@uA!d@R;F@%]k;@@3]Q@ұ@T @o$r@/c@ '76F@ '76@Y@F\ _8@'eAhWS@Epk=F@*08@@ȮI@uJ @wOC@9m D@0*? QrD<'@exH +ZAr,_@a F? Qr@@<8@:0Z. @;l<@9rM4fO@6fD@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@5F⢑WI@y ONAGo%F@<T@oB9@@ΛND@5UK@AVzP@ 49@ O@"F7bq@ tRAƓh@FF@!w[0@@RnH@ *^aF@!|=s @d'@ ~@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul?ffffffF?ffffff@Y@ '76F@ '76@Y?=]UF?=]U@?ffffffF?ʦL/{@Y@2Fyu^@0AIıXL@PRt?T@&i@@=@B1qw@f@Ɔ^@4pv@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@ '76F@ '76@Y@;:hF@;:h@Y@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@ '76F@ '76@Y@;:hF@;:h@Y@3Ff,B;O@KLlA@T@ىr@@!wn@$bS[@$@%(@%_@0Fm <@؄'Ad@ WGTF@/@@ T]@Q@߬}@;@%oSY@1;.F@=Ft@Y@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@"F7bq@ tRAƓh@FF@!w[0@@RnH@ *^aF@!|=s @d'@ ~?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@=]V@: 0q@<$&Ȧ@9hZ 6@6[gc@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@(FR!*=@~S +'A3xV@xF@'.3@@A@A,(,-@{YA@2@;:hF@*@Y@.FgcQg&v@:-IyAv=-@ w9F@-T Ǐ@@^^ x@:gA@;*]/@%?@U)f@ '76F@ '76@Y@2Fm)E@7}@Aȶ@T@پL@@k[@"@"i@"Y'@#@<JwF@<Jw@Y@ LYt[F@s( +@Y@.Fwg +c@ޓC[Ah;@d_A@A,(,-@{YA@2@5Fny]d@6A״Ï:@2\mT@޽@@*@@]'`@ i!X@ [A@A,(,-@{YA@2?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +?ffffffF?ffffff@Y@ '76F@ '76@Y@2F{<@ [=B5G I@?қ*F@13ײ@@^N@"q)@+NA@&5@gQޯ@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@(FR!*=@~S +'A3xV@xF@'.3@@A@A,(,-@{YA@2@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@7FzJ@BwcA @sLT@*cP@@-I@kعu@L~z@(Bc@H&K?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*?ffffffF?ffffff@Y@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@1Fv2 @9"HtAu#wtC@ xF@:tj@@ qa @f@wp="V@+@'@2FoMZ@9)2:Ab@қ T@2fI<@@4@"O9391@!BÜ_@"$;/@#$l?ffffffF?ffffff@Y@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@ '76F@ '76@Y@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@1;.F@1;.@Y?ffffffD<'@exH +ZAr,_@ga4̨F?OoW\@@=*@:ʪ_28@<d@9_-Z@6G@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@?ffffffF?2'N#@Y@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@;:hF@<T@Y@4F;Ai@kA :!@#uT@&Ԁu@@%w.#@굓ݯ@ȳ8@t@p?k"ɁF?k"Ɂ@@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@1FiKb@େA\Gw@ F@<Y@@ [kgU@ty*@IS% ?@|oJ@'@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@1;.F@>9@Y@3F@;B`?p*)t\F@:NP%@@>u"@ 0R]@c@uf?&} +)@5FPkާP@Ĕ4AD#@~@T@z$L@@_e@Eh~@E@tj(@ w@1;.F@5NG@Y@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{?ffffffF?ffffff@Y@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@(FR!*=@~S +'A3xV@xF@'.3@@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm?0̼,F?0̼,@@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@Y2D<'@exH +ZAr,_@Z.F@Y2@@=vmP@:..@<4۬an@9nJ6@6 @.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@!F3>@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],?333333E{Q]~@ЕO2A^R9@ |mF?Sn@@)}jN|@)$@)7@(։@(|A2;o@1;.F@5y|@Y@!F3hgR&@s3`8A殂1h@U F@ ^ Fe@@i@gWG@0@ڕ'@ is ?F?@@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +?ffffffF?ffffff@Y@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@?k"ɁF?k"Ɂ@@5FzǍ@RA{A"@=#0T@e+@@tP/Y+@9@ec@eI@ qE?ffffffF?ffffff@Y@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@ '76F@ '76@Y?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@!F3>@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@=]V@: 0q@<$&Ȧ@9hZ 6@6[gc?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*?0̼,F?0̼,@@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@ LYt[D<'@exH +ZAr,_@%p=>F@ TðY@@=N B@:|`<@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@(FR!*=@~S +'A3xV@xF@'.3@@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@ '76F@19䣃@Y@;:hF@;:h@Y? QrF? Qr@?ffffffEW@ҏA@A,(,-@{YA@2@1Fsߵ@ѓ`ƈBIꅯ@ +&8GNF@0 @@sx + +@(r'@k;m@=0@KĨ?0̼,F?0̼,@@3Fs=0?@[(A)A@A,(,-@{YA@2@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@iL@@l0p@r7@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@ '76F@ '76@Y@;:hF@;:h@Y?ffffffF?ffffff@Y@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@(FR!*=@~S +'A3xV@xF@'.3@@@iL@@l0p@r7@5F@D5.A؜6v3@'T@6;%o@@^>@[Eǔ@ ft"@GWڻ@ \Lq?ERè"@QȿAY)s3@=xدF?@@,@k@+@,_R N%@+ +E@*YC@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm?E@YkUAϥ쯄@DP(F?@@*FD@*#K@*<@):@)'r@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69?0̼,F?0̼,@@1;.F@1;.@Y?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@4FH@dڃ\rA_ @JqYT@uᰉ@@Q@oQ81@dY@(:D@ &@(FR!*=@~S +'A3xV@xF@'.3@@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@<JwF@?-| @2=b@$>8@zH<@#.ţ@ '76F@ '76@Y@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@4F$@g#UAN28@B?T@1Q@@_sh@$zh@ěJ@|.|@koF?$ȟ@F?$ȟ@@?ffffffEW@ҏ@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@"Fg ^@ٕ_Y0AKTB@ 3Ἄ&F@.Q@@n@SH@Q:@-@H?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@=]V@: 0q@<$&Ȧ@9hZ 6@6[gc@(FR!*=@~S +'A3xV@xF@'.3@@A@A,(,-@{YA@2@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@!F3>@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],? QrF? Qr@@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@4FL7E@>y#A۞A^]@Z*ٛJT@A_F@@k@[Yj"@ lv#@0k.C@ @!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69?ffffffF?n7@%@Y@1FyIt$O@ڨ?ByO@ ڤ4F@3PSe@@vԊ^@GZ@=NO@2 +@. @2FtgD0@Wez A۽W3@UٳقT@Y}@@OxA@ e@yL]@ l?@!:%i@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@?0̼,F?0̼,@?E@YkUAϥ쯄@DP(F?@@*FD@*#K@*<@):@)'r?앿ExD<'@exH +ZAr,_@>gFF@Hiг@@=`~ +D@:`V@<%m&~:`@9hI@6@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@5FkSV@̀:}=(A(M@nXY&T@:@@[WY@@<ٍ@pp @ *@5F7@8Aڐ@l[ST@6&@@G@@_ R@; +A@ -ïr@9F2cAIAbBF@w3z6T@#S V@@"Ū8@%I,x@$Rf@%4v@&}&f! @&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@ '76F@\|ؘ@Y@(FR!*=@~S +'A3xV@xF@'.3@@@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],?ffffffF?ffffff@Y@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@-eH*x@,6,F@+Kb-?zSHF?zSH@@F4&59@R\7@A$4۴@Z+y'F@!dvj@@1: +w#@xЮ@PQs@v@ @ UA?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*?$ȟ@F?$ȟ@@@$Fg䡰/xX@ߗk]Ai+-e@eņF@2pmqbc@@|P@;MFz@h[&@4G@[I ?ffffffF?tiPY@Y@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@2Fx-@TsO8A1c@#OT@ud0+@@@k/N%@/&L_)@~9@1W@M൯@4F @0@i?AےZl@M}T@9䣃@@*@^@ '`@Cȴ@ [@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:?ffffffF?ffffff@Y@ '76F@ '76@Y@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@=]V@: 0q@<$&Ȧ@9hZ 6@6[gc@2Fh@i*CAI9@ŵsT@rq6@@ @R@#h@"@#=@$fCA@*F[ɀN@N-~cAzqĢ@TE)@oN70@YI,/@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@&FI@)i7yA,_q@$F@%mqbc@@MҚD@h@%@e@ݘ!f@@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:?zSHF?zSH@@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@A@A,(,-@{YA@2@;:hF@;:h@Y@;:hF@;:h@Y@3F{?1q@W ;A_u@2WLT@ۘA@@Lg5@!5@ _]5@!MM@!ݰHY^@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@ LYt[F@ LYt[@@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{?ffffffF?ffffff@Y@3Fr2I~@\A(` @E챤T@D=F@@!j@$Q]bW@#Z5@$<ާk@%Y.G@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@ LYt[D<'@exH +ZAr,_@F@ &2@@=Hf~^Z@:T0Y;@A@A,(,-@{YA@2?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@.FpQ@!(_A"n6@ ~%F@1csl&@@e2s@ЛD@r.@ט'@0@ '76F@B)@Y@ '76F@xγV@Y@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH@2FmrG@aZ =.AեW@-@#@#{mj@5Fvr@o1A'@L6 XT@%ĸ{0@@{;@ 0\թ4@qo@ uHV@!:K7]@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@;:hF@;:h@Y@;:hF@;:h@Y@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@"F7bq@ tRAƓh@FF@!w[0@@RnH@ *^aF@!|=s @d'@ ~@4Fo4^@BnQASۏ@PT@k@@"xW\@%Z#@$@%h@&/@ EL?$ȟ@F?$ȟ@@@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@A@A,(,-@{YA@2@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@=]V@: 0q@<$&Ȧ@9hZ 6@6[gc@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@iL@@l0p@r7?ffffffF?ffffff@Y@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@iL@@l0p@r7@(FR!*=@~S +'A3xV@xF@'.3@@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*?zSHF?zSH@@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm?ffffffF?ffffff@Y@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:?ffffffF?j$o@Y@1FqeU,@Y_VBz@ +ZȿF@/ +=@@ci@'Fz]@?rz@~QS@VZ@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@<JwF@<Jw@Y@(FR!*=@~S +'A3xV@xF@'.3@@@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@(FR!*=@~S +'A3xV@xF@'.3@@@iL@@l0p@r7@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@ '76F@!kTd@Y@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@4Fn~ @R-Ag!@*T@"@@aQ@=W@mP\\@I{}@ 4|^@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH@(FR!*=@~S +'A3xV@xF@'.3@@A@A,(,-@{YA@2@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@(FR!*=@~S +'A3xV@xF@'.3@@@iL@@l0p@r7?333333E{Q]~@ЕO2A^R9@ |mF?Sn@@)}jN|@)$@)7@(։@(|A2;o@5Fb@[c#A ɫ@F;iT@]k;@@Y@KA,X@a@Bk@ z r?0̼,F?0̼,@@ '76F@Qa@Y?333333E{Q]~@ЕO2A^R9@ |mF?Sn@@)}jN|@)$@)7@(։@(|A2;o?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +?zSHF?zSH@@(FR!*=@~S +'A3xV@xF@'.3@@@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@ '76F@ '76@Y?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@3Fs+ܡ.{@GuA;ǚ@4;NT@_o@@!jA@$/^p@#8F@$y#@%T @.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@1F/gp@ୠVBDςv@ +F@=ﲪ@@ +W@ڛ?.C@f:@R9@bH@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@4F;OX@ղ~qšB +;@0WkF@< ͳ@@{4@ έS@ o}0@ +qG+w@ Ye?ffffffF?ffffff@Y@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7?ffffffEW@ҏ@;EǏ@ft"@řGWڶ@ r\Lq@;:hF@;:h@Y@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@3Fq<^i@[:8At\If@8T@A!la@@!D@$NO@#XyI@$:i%@%w,""w@(FR!*=@~S +'A3xV@xF@'.3@@@-eH*x@,6,F@+Kb-?333333E}][V@c%|AAǦ @i:F?333333@@.n@,觬>@-eH*x@,6,F@+Kb-@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@(FR!*=@~S +'A3xV@xF@'.3@@@iL@@l0p@r7?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@5Fui:@QiAwI@|VٳT@A<@@'Bl+@@S@taK @vWUEB@ KcC6@ LYt[D<'@exH +ZAr,_@.F@ Nʖ@@=<;@:=@@iL@@l0p@r7?k"ɁF?k"Ɂ@@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@7Fvp@-.JA;bSi@tJfa*T@$D(M@@ r*4u@#T;@"Oƾ@#@$)Wb'd@ '76F@ '76@Y@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@3Fqz 9N@zxCA61)@tT@H@@!ыH@$p~ٌ@#zc@$[@%UMug?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@2Fy]>@@"&A޳Z@]ٔT@@@z@k@i:0J@6{A@O(Z@(FR!*=@~S +'A3xV@xF@'.3@@@iL@@l0p@r7@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@;:hF@;:h@Y?ffffffF?ffffff@Y@(FR!*=@~S +'A3xV@xF@'.3@@P'A)r@6*F@"*0@@D^IY@<60Xț@MqZ@@ ?X@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@2Fxϼf@3`A%s@[T@l/{J#@@Z @ïͳ@_a@sR_'@C@@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7?ffffffF?ffffff@Y@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@(FR!*=@~S +'A3xV@xF@'.3@@A@A,(,-@{YA@2@2FxC@nY%1AH@*2_T@V ׈@@s6'@8tۗA@^G@KAg@/Nœ@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:?=]UF?=]U@@3Fr9;}@' !RA8h/@_ET@k}@@!eh@$\Ϲ@# ;@$lK@%T ]?ffffffF?ffffff@Y?ffffffF?ffffff@Y? QrD<'@exH +ZAr,_@a F? Qr@@<8@:0Z. @;l<@9rM4fO@6fD@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@ '76F@Rw@Y@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@2Fka~@H AƦҰ@aޖ GT@KHӮh@@ *g@# :l,@"c@#Qu@#ᚹU?333333Ej3N@YAAQ@1$F?($Jb@@0Me(@.ZE@0ҁ@- @,=h@Y2D<'@exH +ZAr,_@Z.F@Y2@@=vmP@:..@<4۬an@9nJ6@6 @&FufpI8@?ބjB<M@ zF@01@@ V{/@HE;rn)@a2O@ߪ{@u>?ffffffF?ffffff@Y@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@3FrW.N3y@/tdAXe|:@ +T@y @@!/@$P#?W@#Y@$;@%d-\M@ LYt[F@ fY,@Y@ '76F@ '76@Y@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@A@A,(,-@{YA@2@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@@F)@ÄR/@q$45@M[W@m>v=@3FrÌ@AXFq=V@EQT@ e@@!M@$w@#Ύ!h@$pڟ@%La{#?앿ExD<'@exH +ZAr,_@%pF?kv@@=]"no@: WE@<$w@9h`@6] @!F[Lh@LA}@*$UQF@*İ@@O"ݥ@R,k@ӫ@8\@-x7\?k"ɁF?k"Ɂ@@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@6F%n8AhBA%6w d@gNnJT@$Xe,@@"-=V@%o̧@$8Xɟ@%(ʥ@&Dk*F@;:hF@;:h@Y@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@3Fz4B@/0A˓p\v@ )tT@\g*@@.Q5@"2`@! C@"v @#VF@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@3Fse~=?@콧A[6@NVT@{L@@!qM!@$S$@#+Rj@$.{@%(=?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@2FnU1d@H+A\M@DT@ﲫ@@3B@"|{ g@!ӅfM@"gw)@#QY0x@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@Fh$@$K_Aު؎_@)F@Os@@ =8@"s7f @"9,R@"Q&@"v @5F/wu@bi{Aٽo@LȎT@Mhr!@@2e@vԱ@ݗ @x~5@ Pt@4F2@hLTAB@@CSFP]T@$/@@cb#{@(@m@S. @o{/@Y@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@!FnF^@أ?A_qD@ F@/@@ Dsp@@#!v]@߿3,!@<ϧ,@(T@4Fon@%'GA H@&zST@A'R@@&و;C@E@XE@u¡@3@;:hF@;:h@Y?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*?0̼,D<'@exH +ZAr,_@dF?0̼,@@<Β@:;Z@;s$@9k+³2@6#2?ffffffF?oIV@Y@ '76F@ '76@Y@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@;:hF@;:h@Y@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@<JwF@#bVyY@Y?$ȟ@F?$ȟ@@@2FpH Xb@o7/pA!ލ@zSIT@;W>6z@@r^W @"Kc@!rM@"`8^@"X@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@-eH*x@,6,F@+Kb-@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm?k"ɁF?k"Ɂ@?ffffffF?ffffff@Y@ '76F@ '76@Y@;:hF@@Y@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{?ffffffF?ffffff@Y@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH?zSHF?zSH@@,Fn@teAd6DFۚ@܎F@1@@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@ '76F@ '76@Y@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@Y2D<'@exH +ZAr,_@Z.F@Y2@@=vmP@:..@<4۬an@9nJ6@6 ?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@ '76F@ '76@Y?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@iL@@l0p@r7?ffffffF?ffffff@Y?ffffffF?ffffff@Y@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@ە@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@(FR!*=@~S +'A3xV@xF@'.3@@D@G[@#E?ffffffF?k@S@Y@(FR!*=@~S +'A3xV@xF@'.3@@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@?333333E{Q]~@ЕO2A^R9@ |mF?Sn@@)}jN|@)$@)7@(։@(|A2;o@ '76F@ '76@Y@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@;:hF@;:h@Y@5Fk@9,A@ST@5Kۡ@@{:;W@@x"t@C:a@O$@ uJy?0̼,D<'@exH +ZAr,_@dF?0̼,@@<Β@:;Z@;s$@9k+³2@6#2@3Fr` _@JB.A$/1@<,T@F@@!E@$Ҏ@#b]@$Scn@%a [@3Fsh-y@H+ATf@ŭT@1?@@!_@$xzS@#σ:@$eiK@%MW +@(FR!*=@~S +'A3xV@xF@'.3@@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@5F5ӓ@&7A^A~@B6IT@!laR*@@@V!Ii@pin@L-\@ 62@1;.F@1;.@Y?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@iL@@l0p@r7?E@YkUAϥ쯄@DP(F?@@*FD@*#K@*<@):@)'r@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:? QrF? Qr@@3Frӊ @*`Avx5@{ +QMT@+!Z@@!0@$o耫@#ƨXK.@$H>@%D|^?333333Ej3N@YAAQ@1$F?($Jb@@0Me(@.ZE@0ҁ@- @,=h@ '76F@ '76@Y?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@1;.F@1;.@Y@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@?0̼,F?0̼,@@ '76F@̂@Y?zSHF?zSH@@E%o@DϝvA6R{(@=F@,?@@!>b@#$.U@"]o@#?@#YtKI@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@=]V@: 0q@<$&Ȧ@9hZ 6@6[gc@3Fp$$5E@DZAqTA@P/QT@]cf@@! {j@$S0@#9*@$)\@%wA@A,(,-@{YA@2@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@3Fqhr@_ A/nc@G#T@+jg@@!r@$lfld@#uϒO@$WAn`@%WI@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@?ffffffF?ffffff@Y@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@?ffffffF?ffffff@Y@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@ '76F@7@Y?333333E}][V@c%|AAǦ @i:F?333333@@.n@,觬>@-eH*x@,6,F@+Kb-@4F % @SdA{#aHr@: SE_T@br/Y@@QJ@2b@Rg@3@ﹴ@ '76F@_Zjj@Y@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@iL@@l0p@r7@ '76F@ '76@Y@ '76F@ '76@Y@;:hF@;:h@Y@3Fq(gt@b8]AS^)@[`^T@ɷa@@!HS;@$G@#@d@$ȉu@%{ā) @ '76F@ '76@Y@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@4F f@1>C{qAۓFcU@9b_K T@Y @@?@^&@ GR"@(6C@ DL7@;:hF@;:h@Y@;:hF@;:h@Y@;:hF@>@Y@;:hF@;:h@Y@3Fq%[@D81AuE_@_9T@Bi}@@!ȟ@$2v@#<5W@$&Uh@%l@.Fgq~@+A>˼ @ PE4F@-_F@@AU(q@ґK@k@vM@d"@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:?ffffffF?ffffff@Y@;:hF@;:h@Y@1F{ؑ +@WjǘBA@ uF@3ø{@@ m@J@9t@4+r@,|b@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@4F͋@M=:A݈h}H}@yoT@rq6@@sk@NZ_@ta{@P%\s@p|I@5F_Y@~ pAشIDP@FT@C@@$@S U/@!-5@ W@ ~d?i@ LYt[F@+&@Y?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@(FR!*=@~S +'A3xV@xF@'.3@@@-eH*x@,6,F@+Kb-@(FR!*=@~S +'A3xV@xF@'.3@@b@#$.U@"]o@#?@#YtKI@E%o@DϝvA6R{(@=F@,?@@!>b@#$.U@"]o@#?@#YtKI?ffffffF?ffffff@Y@Y2D<'@exH +ZAr,_@Z.F@Y2@@=vmP@:..@<4۬an@9nJ6@6 ?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@ '76F@A{$d@Y@!F3hgR&@s3`8A殂1h@U F@ ^ Fe@@i@gWG@0@ڕ'@ is ?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@?ffffffF?ffffff@Y@ '76F@) 9@Y@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@4Fӹη@3! `AڬWv߆@[rT@*82vt@@ㅘл @À@j@V֡ŝ@2}@ )>t?ffffffF?ffffff@Y@.FgcQg&v@:-IyAv=-@ w9F@-T Ǐ@@^^ x@:gA@;*]/@%?@U)f@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@!@@7@ :֧`O@ Dg +@!&W|i@!x@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2?zSHF?zSH@@"F7bq@ tRAƓh@FF@!w[0@@RnH@ *^aF@!|=s @d'@ ~@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@ '76F@ '76@Y@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@1F\Y:sAG@ ŨAi@ ⻿:F@ I> @@!.([Z@y Q@{X)@<,e@" =@!F3hgR&@s3`8A殂1h@U F@ ^ Fe@@i@gWG@0@ڕ'@ is @0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@iL@@l0p@r7@ '76F@ '76@Y@4FX/%@𔺿jAۗlfp=@R1qT@-?>@@BO@]ds@ z@Viw@ .@b@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH@4FlYV@GuAf=<@G T@P8@@"@_&#@[rF@ @ ̇mo@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@ '76F@JTT@Y?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@5FZ@tAXt@CT@S@@v]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*?=]UF?=]U@?k"ɁF?k"Ɂ@@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH@ F]X@qB]Av.@TdlYXF@*u@@}FI@Tmc@T_@!^8#@X@iL@@l0p@r7@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{?333333E{Q]~@ЕO2A^R9@ |mF?Sn@@)}jN|@)$@)7@(։@(|A2;o?ffffffF?ffffff@Y?ffffffF?ffffff@Y@ '76F@HP"W@Y@4FDB@g7A2K}x@tT@?@@H@/S@P@i1f@o@2Fk|Dg Y@AƵ.*j@`B9+T@4K@@ '=D@# 8W@"`7@#NǹaaG@#޹r@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{?ffffffF?ffffff@Y@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@A@A,(,-@{YA@2@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@7F2dAoA1ؓI @hKFjuT@$p qu@@"<@%v@$͕ @%wn@&Khj+@2Fxo<5@ԇY2!A@Kp ߹T@bm@@@Oh@@c.@'@< +qS@5F"0 Z@Y2`tAٗ +4@TkZT@å;K@@?L*@@$@e@ WVSh?ffffffF?ffffff@Y@1;.F@1;.@Y?ffffffEW@ҏA@A,(,-@{YA@2@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@2Fs/#@OxAI;ق@SBT@{0@@* Q@ L]n@ O$@!=sg@!@(FRq@ؚE3A˦,@>F@'ޥLX@@X/fM<@ā@U@s@`.VV@FPG@S0,EoA^q@zxtiF@'v<`@@߿W@q@^wZ@^W@6 ^y?zSHD<'@exH +ZAr,_@&&F?zSH@@<-@:&2U@;Ѐ|3@9yɫ@6 sCFy?ffffffF?t\ޗ@Y@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@2Fy/g@ίKA駀j@z0T@Y@@ל@ ۋ@@wh#@ [7P@%'p?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@Fh$@$K_Aު؎_@)F@Os@@ =8@"s7f @"9,R@"Q&@"v @2FwY`Ζ@blA,9s{R@ M~T@,"h ԕ@@@MouA4@;9@qT[@`]@ '76F@ '76@Y@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@iL@@l0p@r7@(FR!*=@~S +'A3xV@xF@'.3@@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*?ffffffD<'@exH +ZAr,_@!F?Δ9.@@=4s@:˸Th@< +w@9aUVOe@6e&>?F?@?ffffffF?o-V@Y@3FqVX"@ [Aڥ@K^BMT@`@@!nm@$ D@#r_@$woNp@%g0?zSHD<'@exH +ZAr,_@&&F?zSH@@<-@:&2U@;Ѐ|3@9yɫ@6 sCFy?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@3FpX2-@(AD460@]VT@[W~@@!J!&@$X@#M@iL@@l0p@r7?333333Ej3N@YAAQ@1$F?($Jb@@0Me(@.ZE@0ҁ@- @,=h@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@A@A,(,-@{YA@2?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*?ffffffF?ffffff@Y?E>IK@1 ZdΆA.Ӧt@MF?쀲B @@4p>@2!/@3j:K@1g@0|y1>?0̼,F?0̼,@@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@ LYt[D<'@exH +ZAr,_@u>F@ Y@@= Y@:Mn9@A@A,(,-@{YA@2@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@5F.U<@HYdA[V@yT@!:S@@%WG@c>3I@qv_}N@M:@aFp@ 6'@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@3F{0Ds@MϚAЯo@@rhL,T@u:>@@"ٽ@!]$@ =@!N@"2ξD@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@;:hF@;:h@Y@1Fs&t@׿+BbN@ +wwg/F@01&x@@^oJ@r>˳@G@L# + @(3?ffffffF?ffffff@Y@5Fj|&@Tf'AP)@vS:UT@앿E@@W^@1F@Df%@GG@ cu܀߸@ '76F@Is:@@Y@1Fs4=Ԑ@j;)KfB΢@@ [j7F@5j-V@@ 0@Ӹ3Z@˙0*@; @4 O?333333E}][V@c%|AAǦ @i:F?333333@@.n@,觬>@-eH*x@,6,F@+Kb-?ffffffEW@ҏA@A,(,-@{YA@2@;:hF@i-@Y@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@ LYt[F@9a=1@Y@4F: +t@ *dAŋiU@slT@m@@TqB5@YV@NzL@*i[@ %&f! @4Fl:f@0[AMrF@WT@^< @@"5Qb@%E(@$n +@%\|һ@%WQ@1FrIA\>?@`cEB;B@ +ϣF@/o~=@@fM@7׹@* Uy@ic]9O@B+4`?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@ '76F@,\@Y@ F/`Ti6@>AfȪ@f`F@k&j@@.䈔@ 'jCo@q:tw@ RZ@ :s@;:hF@Tm?|@Y@4Fj-@c^hASt)g@@T@{.]]@@]ֲf@#q@'@뛸@ D@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@1F[;`UN4@#Os`AyC<@ v` F@ :@@Hcmb@ Vk@,@iBз@Qmɢ j?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@?ffffffF?ffffff@Y@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@!F3>@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@(FRq@ؚE3A˦,@>F@'ޥLX@@X/fM<@ā@U@s@`.VV@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69?ffffffF?ffffff@Y@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@2FsYxer@3 !AқE=[(W@YX0\T@eA@@WO@ ʛ@ ;,=@!)M@!!o@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@$FWl"j@R@N-~cA2s7H@?F@)(@@vj@EPl@F+@rH@ (?$ȟ@F?$ȟ@@@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@A@A,(,-@{YA@2@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@?ffffffF?ffffff@Y?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@ LYt[D<'@exH +ZAr,_@uF@ QxB0@@=2u-@:u$@@%E0:7? QrF? Qr@@2Fw@BtAIjD@&|fT@Er(@@'(5HUq@f@y=~`@v=b%@ !O@3Fjst&@]A82&A@RTT@(@@!zcC@$2; @$dh@$UD@%~ 1@ '76F@ '76@Y@(FR!*=@~S +'A3xV@xF@'.3@@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:? QrF? Qr@?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@?ffffffF?ffffff@Y@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7?k"ɁF?k"Ɂ@@(FSP =@@؎!AD.o@njFF@' @@,SWf@@\=RK@Fb@2@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH@5F͏127@2/A@JT@&g@@J@YqY@8U^@ @j]@0Fn_ @a_=A&lZ=@ n@tF@/+j@@iC+F@H`#@>,@|q@j@2Fshw&@Aһz@HT@ᆘ5@@6"pc@ :H@ 4CSvy@!"%R@!>e@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm?ffffffF?ffffff@Y@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@(FR!*=@~S +'A3xV@xF@'.3@@B[@@Uo"@acN@k0;A/@Pꡮ@4&Jc@3Frrl@A[,t@>]T@m8@@!@$vwi@#ͬ>@$usO@%K@6Fl6O@lqA$lQ@R ]%T@b}V@@2rQ@pZ(@Az@G[Ҽ@ f@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm?zSHF?zSH@@(FR!*=@~S +'A3xV@xF@'.3@@@iL@@l0p@r7@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*?陙Eq6@F@eA];@ 7 F?ffffff@@+ *@*m$@+q#@*B]@)i;@6F/A M.Z!!A|@n\T@$^<@@"q@%e@$֗=@%yoM@&Tk;@2Fvٮխy@-sA⼡Ώ@;5R-6T@r +6@@30fo>@nMw@nI|@EO@( +@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@ '76F@ '76@Y?k"ɁF?k"Ɂ@@!F3hgR&@s3`8A殂1h@U F@ ^ Fe@@i@gWG@0@ڕ'@ is ?ffffffF?ffffff@Y@!F3>@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@4FO\;@wp"A#(@|@a7 O3T@%Hեc@@Lv@ W~@\W@ l@!+޸ *@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm?ffffffF?ffffff@Y@2Fu7@ weA_:E@ vT@~($ x@@8@q/to@Bnt@R@ u +`@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@1;.F@!@Y@ '76F@ '76@Y@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@3F*@5STkT@MUi@@Ԁ@@=R" +@ }Q@" +Y@1;.F@ bf@iL@@l0p@r7@ '76F@ '76@Y@(FR!*=@~S +'A3xV@xF@'.3@@F?{[>@@(FR!*=@~S +'A3xV@xF@'.3@@@iL@@l0p@r7@5Fv,Kiv@ +qlAC{q2@TdT@S#@@\@_7@!~GQ5@ϑh@UHH@ e]) +@!F3>@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@(FR!*=@~S +'A3xV@xF@'.3@@F@!H.@@AV8h@efeI@@[+@;]3@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@1Fr;zP@_WB50@ +FkF@/ιvݭ@@R]@VWc@-%]@lU+I@E@(FR!*=@~S +'A3xV@xF@'.3@@A@A,(,-@{YA@2@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@iL@@l0p@r7?ffffffEW@ҏ]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@Y2D<'@exH +ZAr,_@Z.F@Y2@@=vmP@:..@<4۬an@9nJ6@6 ?ffffffF?ffffff@Y@Y2D<'@exH +ZAr,_@Z.F@Y2@@=vmP@:..@<4۬an@9nJ6@6 ?ffffffF?ffffff@Y?ffffffD<'@exH +ZAr,_@\&F?+ ~@@=@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@ '76F@( ׈@Y?ffffffF?ffffff@Y@(FR^@~.UA37p@snF@'ߤ@@@@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@;:hF@;:h@Y?ffffffF?ffffff@Y@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@;:hF@;:h@Y?{[>F?{[>@@(FR!*=@~S +'A3xV@xF@'.3@@B]@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@(FR!*=@~S +'A3xV@xF@'.3@@@iL@@l0p@r7@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2?ffffffF?ffffff@Y@5F<@S32;eA@pUT@Ma@@V @=|@=)^B@?&@ hX3~@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@1;.F@ DH@Y?0̼,F?0̼,@@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7?ffffffF?ffffff@Y@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@5F&e@Hu'AAبVP@U4T@B74@@=@+@W{+@J@R@ "@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7?ffffffF?ffffff@Y@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@ LYt[D<'@exH +ZAr,_@bF@ o3@@=Xx@:0@F@6!-w2@@(y @]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@<JwF@=` @Y@&FhH1r@7ZjA`Gc@ Z*хF@.;ײ@@3%@ +%@{`7@s*V@co_?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7?0̼,F?0̼,@@1;.F@ =og2@Y@(FR!*=@~S +'A3xV@xF@'.3@@F@(EaAY4~@HީT@xdE#@@k@;F@NM@^1Z@}rcI?ffffffF?ffffff@Y@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@ '76F@ '76@Y@;:hF@;:h@Y@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@iL@@l0p@r7?ffffffF?ffffff@Y@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@iL@@l0p@r7@5F +@M5AԚK@s'=T@u:>/@@!@ s^c@"+@ Jbm&@!H<@4F¹EJ@XsXAƚ2r/@RTJT@@@V D@J|7@B@k&J@OAgT"@5FNt@aOCA W~@wT@տEw@@С +FI1@ x_@ ! >)@!@!̲P?ffffffF?ki@Y@(FR!*=@~S +'A3xV@xF@'.3@@=@@Ժ@@ m@ + + z@ ON@j@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH?ffffffEW@ҏ@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],?$ȟ@D<'@exH +ZAr,_@&qF?$ȟ@@@=X@:4θU@< +C$@9[u@6  +@!F3>@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@;:hF@;:h@Y@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@ '76F@-C,zx@Y@ '76F@!Y)g@Y?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@=]V@: 0q@<$&Ȧ@9hZ 6@6[gc@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm?zSHD<'@exH +ZAr,_@&&F?zSH@@<-@:&2U@;Ѐ|3@9yɫ@6 sCFy@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@3Fsw;p@[AĥU@lRT@f5@@!6H@$f@)x@#I0@$+@%;cC6@(FR!*=@~S +'A3xV@xF@'.3@@M@Su?ffffffEW@ҏ@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@ '76F@Z@Y@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@;:hF@;:h@Y@<JwF@<Jw@Y?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7?陙Eq6@F@eA];@ 7 F?ffffff@@+ *@*m$@+q#@*B]@)i;@5F +Qo@AڗbFVrF@Z|XT@NP@@[h{@O87@]p<@9pQK^@ ,k*D@ '76F@ '76@Y@3FqVwB֋@-ˀ'3Awct@?WfT@\)@@!:@$?c@#IQU@$+A@%tgz?zSHF?zSH@?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{?{[>F?{[>@@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@Y2D<'@exH +ZAr,_@c4F@&@@=\@:bވ@<6`*!Y@9on^@6Չ!@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@?zSHD<'@exH +ZAr,_@&&F?zSH@@<-@:&2U@;Ѐ|3@9yɫ@6 sCFy@(FR!*=@~S +'A3xV@xF@'.3@@@iL@@l0p@r7@5Fá}u@?T0A!l@_T@Yvݬ@@/B@mb@7ɽ@ sV@ +?@2Fr-_Y@?c< A$}3z@&T@|쿱[@@A^@!?؇7@ o;@!_@"N`@5FJ- @) AKŋ@GpcT@KI@@YUCY@+ @̦Kd @j,A@ d&?ffffffF?ffffff@Y@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@3Fsf0H@A+ıAm@-mT@S8q`l@@!&T6@$qH@#@$ZӐ@%FX%?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH@!F3hgR&@s3`8A殂1h@U F@ ^ Fe@@i@gWG@0@ڕ'@ is ?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@ '76F@w4/Q&@Y?k"ɁF?k"Ɂ@@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@(FR!*=@~S +'A3xV@xF@'.3@@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@ '76F@t2{@Y@5F@.%jaAAױ3WI@T@sg@@ Z;@JBf1@^]c-F6@ +@ Z@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@1Fs^.@֨dBu+2@ +i=jF@0`]x@@s @;?@Сz@7손@%k?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@ '76F@Zp@Y@<JwF@<Jw@Y@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@?ffffffF?ffffff@Y@;:hF@L392@Y?zSHF?zSH@@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@$F`MT@!>hCA&@ ϝF@+ x@@vI@\ Z@1$=;@F@J@3Fp~Qv @ AVf}@$GT@ѢY@@!@$wo@#n/@$c_D?@%{U9? QrD<'@exH +ZAr,_@a F? Qr@@<8@:0Z. @;l<@9rM4fO@6fD@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2?ffffffD<'@exH +ZAr,_@>]F?'@@=6(@:y\j*@<S_@9aQw@6 @ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@3FeZ@Al^*@ /;u F@ >'!@@Ǘ^@#[Ϭ +@h9@k@r@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@=]V@: 0q@<$&Ȧ@9hZ 6@6[gc?zSHF?zSH@@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@(FR!*=@~S +'A3xV@xF@'.3@@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@5F@0A42?@A=G:@ZT@$ +@@ u@#uiJe@#+~"@$`o3@$R@5F?'@JiAZ磪j"@ uk8T@X @@T6Ln +@tr@LJx@Ktf0@ arӜ@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@;:hF@}@Y?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@=]V@: 0q@<$&Ȧ@9hZ 6@6[gc@*F`lIeA@qwXAh]oX@{i'F@,3t@@53@!^w@@<fB@{B%@.FxZa@WB(:@ BB)F@1$Wl@A@A,(,-@{YA@2?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7?ffffffF?ffffff@Y@(FR!*=@~S +'A3xV@xF@'.3@@HF@ PZpU@@=$㚋/@:?5@ bA@(FR!*=@~S +'A3xV@xF@'.3@@۳@-,.@5F0N@;3L%AדI@. T@Ԫ@@ @@ +yY@i?@ "p㑶y@ b2;@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@;:hF@lC@Y@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@(FR!*=@~S +'A3xV@xF@'.3@@A@A,(,-@{YA@2@!F3hgR&@s3`8A殂1h@U F@ ^ Fe@@i@gWG@0@ڕ'@ is @ '76F@1e@Y@2Fm-Q*@\6/SAhۜ[@ )T@ք[-@@Se@"Ɓx@"[)@"K @#<@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@ '76F@B)Zl]@Y?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +?zSHF?zSH@@;:hF@ +@Y@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@iL@@l0p@r7@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm?0̼,F?0̼,@@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@3Frlj}K@1NA:%n@QqT@1ڥ@@!ز@$ci@#m\+@$OM><@%TA}@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@2Fti@B;eA@ʈ@xCaT@@@[ׄU@ ħ@(U@ v6;@!egXR?E>IK@1 ZdΆA.Ӧt@MF?쀲B @@4p>@2!/@3j:K@1g@0|y1>@1F ̦(@;AA@`F@;\=x@@ ~=!4@= $@K@ @:@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul?ffffffF?ffffff@Y@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@ '76F@&5@Y@ '76F@ '76@Y@ '76F@ '76@Y@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@ '76F@ '76@Y@;:hF@;:h@Y@ LYt[F@ LYt[@@4F@J KZAڜzP@z[e'yT@T@@l!@T˭@\t&@7U@ +ws@&FVRW+@]yAw@#F@* ¹M@@QR@k(@p?@?&@5(!@"F7bq@ tRAƓh@FF@!w[0@@RnH@ *^aF@!|=s @d'@ ~@4FᥩH@n4Aݍ#J~@[>T@ >@@Jg@v@rT@Nw @nE?ffffffEW@ҏ@3F{iXF@[j3&wAЍH۬@xs-#:T@9@@O*z@!fƃm@ {@!v@";+@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@(FR!*=@~S +'A3xV@xF@'.3@@@iL@@l0p@r7@!F3>@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH?ffffffF?on@Y@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@ LYt[D<'@exH +ZAr,_@,<KF@ cB¤@@=ߍc@:'"9%@@@m7@3!@4FB@)@ nn5?ffffffF?ffffff@Y@3FsV:C@U A;ǚ +@&T@H@r@@!jA@$/^q@#8F@$y#@%T @,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm? QrF? Qr@?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@A@A,(,-@{YA@2@5F`@YAm:@m1T@OIH@@$k@bۧ@2u@9ׅ@ ca@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@(FR!*=@~S +'A3xV@xF@'.3@@cMj@@f#c@Ʉ@ S(@3@h@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@;:hF@;:h@Y@,F`?U@ٮ2vuAX@46ݮF@+7ޓ@@ DO\@8 +s@ ɲ@R|d.@F Hto@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@;:hF@;:h@Y@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@3FxDz@z-&A5(@~HT@hP*@@ΨiJ@Q%@Aq%@R@=(@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm?ffffffF?ffffff@Y?F?@?ffffffF?ffffff@Y?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +?F?@?ffffffF?ffffff@Y?ffffffF?ffffff@Y@2FxA}@T)A|@#մT@r'(@@k괍@0+ἂ@uо@Z@٩n ?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@2F+>o@n1ԷB6@J~F@?K ~@@N@ v g@ Bët@ )\_(@ |W@1FsITo @nj B2<I@ +*!F@0@@A@A,(,-@{YA@2@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@ '76F@ '76@Y?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm?zSHF?zSH@@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@1;.F@ o;@Y@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:?333333E}Ikh@b rAǤ(`PA@s "F?333333@@.oqL@,7@-7 k@,qH@+L +@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@0FnuԀ@؝=A"4\@ F@/0+@j@@W!@Z3֝@&@3LD@lAx@ '76F@ '76@Y@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@(FR!*=@~S +'A3xV@xF@'.3@@|.|@ /5¤?ffffffEW@ҏ]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@<JwF@<Jw@Y@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@;:hF@;:h@Y?ffffffF?ffffff@Y?ffffffF?ffffff@Y@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@4Fg%㫛J@UaƦAە@Q.]JT@%@@۳@-,.@4Fqr@qA݄F@X T@JL@@#U@aI@ut_@Q8@q4 ?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*?{[>F?{[>@@ '76F@ '76@Y@ '76F@ '76@Y@5Fqr/@>.@9Aqw@G T@+@@x@ٵiY@_@c|@ A7oB@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@(FR!*=@~S +'A3xV@xF@'.3@@@iL@@l0p@r7@3Fsi0@h2Aq@.T@W$tS@@!w@$Z7@#A @$#y{'@%/2@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@,Feپ4@ȞmU-AkzT@DrzdF@.[C,z@@G71@D` +@; +@"q5V@Djg@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@5F\l@WAأxD@ەT@D">@@"E@Y2@F +K,@ .@ v7@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@1Fr7a$@i8dBQ*@ +1뭁F@0y^@@Z@gGJ@vd@PMd]@E@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{?ffffffF?ffffff@Y@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7?ffffffF?ffffff@Y@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@?zSHF?zSH@?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@3Fqi@"GvAʓ@>T@=@@!3p@$6@#]5@$ݾM@%mHY_@;:hF@;:h@Y?ffffffF?ffffff@Y@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@"F7bq@ tRAƓh@FF@!w[0@@RnH@ *^aF@!|=s @d'@ ~@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@2FuL~Ѹ@ +6AA;ߚ@T@辵@@o\Y@M@@ׄv @ {?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@ '76F@ '76@Y?0̼,D<'@exH +ZAr,_@dF?0̼,@@<Β@:;Z@;s$@9k+³2@6#2@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@;:hF@;:h@Y?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@<JwF@5Cy@Y@7Fa@&@5F1@>!A@m> +T@ aR*o?@@j(@/o@0!@C@ lxE@4FVn@1%JQAњ2@@,.T@=x?@@7}gь@O@o@PÔ?@uj?$ȟ@D<'@exH +ZAr,_@&qF?$ȟ@@@=X@:4θU@< +C$@9[u@6  +@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@ LYt[D<'@exH +ZAr,_@ObIJF@ e8\h@@= L@:)^dy@@iL@@l0p@r7@Y2D<'@exH +ZAr,_@Z.F@Y2@@=vmP@:..@<4۬an@9nJ6@6 @;:hF@~dž<@Y@3FsA'@@yAݠSnJ@͠qT@m5Xy>@@!rUJ@$TIW@#ٺ@$,@%)9@(FR!*=@~S +'A3xV@xF@'.3@@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@;:hF@;:h@Y@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@!F3hgR&@s3`8A殂1h@U F@ ^ Fe@@i@gWG@0@ڕ'@ is @*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2?ffffffEW@ҏ@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@Y2D<'@exH +ZAr,_@Z.F@Y2@@=vmP@:..@<4۬an@9nJ6@6 @!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@2Ft5}@' +oAiwh@gRT@:э%@@6j'[,@ }en8@/7w@ ¿:w@!R@a?ffffffEW@ҏ@iL@@l0p@r7@4FOD@UoAڜR@Hw@^?s2T@7Xe@@辈@ouA7@\;<@7qT^@ +q0.@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@ Fg[S,@gdAEY@ `'gF@-ݴ%!@@mЫc@Mf`@M$ѯ@]3@T@3FpJ$0@hxAUV@ΑsT@=)4@@!4 +@$Ӟ@$ .@$^!@%p@2Fz[@t|SA,\+b@ vT@̘_@@w;X@oOk@p@6@MT7&@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2?ERè"@QȿAY)s3@=xدF?@@,@k@+@,_R N%@+ +E@*YC@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@ '76F@ '76@Y@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@Y2D<'@exH +ZAr,_@ZRF@Y +>@@=7@@: TS @<4j,@9nv܃@6!3@!F3hgR&@s3`8A殂1h@U F@ ^ Fe@@i@gWG@0@ڕ'@ is @"F7bq@ tRAƓh@FF@!w[0@@RnH@ *^aF@!|=s @d'@ ~?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@=]V@: 0q@<$&Ȧ@9hZ 6@6[gc?ffffffF?m`H +@Y@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@ '76F@ '76@Y@ '76F@ '76@Y@1;.F@1;.@Y@,F`X/@HF:AQfd@V>F@+ k@@(m@ +򨠷@@rG@f:@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@.Fgq~@+A>˼ @ PE4F@-_F@@AU(q@ґK@k@vM@d"@!F3 '@Ձ)*A\ϛ@@axF@ B0@@II e@7@xEj@ ݁@ wg($@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@Y2D<'@exH +ZAr,_@Z.F@Y2@@=vmP@:..@<4۬an@9nJ6@6 @;:hF@;:h@Y@ LYt[D<'@exH +ZAr,_@a?aF@ So~=@@=B@:tY@Щ@+Aۻ_i@XpT@$=@@Ĥ~m@R(-@;ڈ@A @JK@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@iL@@l0p@r7@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@5F&D/@iɥAAB@x8vET@@@]ݠγ@ٛ~?@F@ 1c]H@ H@2Fyfm@@cA^k +FO@ƃT@\лn@@==@t%_@R/9ٴ@;f@8nW@Y2D<'@exH +ZAr,_@Z.F@Y2@@=vmP@:..@<4۬an@9nJ6@6 @1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@ '76F@ '76@Y@0FX#|KoԘ@0gAD ˵@ ZqiF@ ue@@BI1@a@[$&@K@2@5Fg$R4@"HqAkn,@0'4T@{@@g @QֽV@Ld\@ Qh>@  +`@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@;:hF@;u@Y@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul@1;.F@+1&@Y@3Fq +U@ AF~@T@k&i@@!C@$E@#Ov2I@$1f%@%e#D@$FwDD͈@A BRЊ@@ I (F@1)7~@@ ug@c&@a EmO@03g@L`@(FR!*=@~S +'A3xV@xF@'.3@@@iL@@l0p@r7?E9j@$AϱK"c@F?@@*g{@*Fm@*fh@) {[@)&eM@ LYt[D<'@exH +ZAr,_@cG~F@ X.‹@@=p[X@:@@iL@@l0p@r7@!F3>@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@Y2D<'@exH +ZAr,_@Z.F@Y2@@=vmP@:..@<4۬an@9nJ6@6 ?$ȟ@F?$ȟ@@@2FoeVr{@`ГAC:-@ثԴYT@.H@@T@"Oa>@!|l9@"HJ@#$@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@P'A)r@6*F@"*0@@D^IY@<60Xț@MqZ@@ ?X?=]UF?=]U@@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:@;:hF@;:h@Y@Y2D<'@exH +ZAr,_@Z.F@Y2@@=vmP@:..@<4۬an@9nJ6@6 @!F3>@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],@;:hF@;:h@Y@4Fh>F@]_A<g@T 1T@Б}k@@,Eww@'@4{ @f_:)@CU@ '76F@ '76@Y@3FoQ@ȉ4rAZ@v>|CT@l oTL@@!?@$ޭ@$>A@%.Q@%'+@"F7}}@ Aa9'@MVF@!\R-@@T @ [@.@r{pϒ@ &YH@2Fkc2@֡Y_B  =@F@4irGE8@@'A9@:rm@-|g v@j @@Cq@(FR!*=@~S +'A3xV@xF@'.3@@@ig ?@4FiDZ@+5Ab{o@5:- 8T@ @@6 @OD@W>P@3=@th@*FX9&N@~˩KAy@BF@)kȟ@@m#@AI>A@A,(,-@{YA@2@ '76F@ '76@Y@;:hF@ t2 @Y@;:hF@;:h@Y@(FR!*=@~S +'A3xV@xF@'.3@@@A@A,(,-@{YA@2@&FIjO@uA!d@R;F@%]k;@@3]Q@ұ@T @o$r@/c?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@5FS$0@:* ;AקS@aST@ +=q@@.Q.@p@b6@  @ VF@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@(FR!*=@~S +'A3xV@xF@'.3@@@iL@@l0p@r7@"F7bq@ tRAƓh@FF@!w[0@@RnH@ *^aF@!|=s @d'@ ~?ffffffEW@ҏ@iL@@l0p@r7? QrF? Qr@@4Fqxa@q~ĚӦA18@FY0T@(@@h4?]@-rM@ۅI@I@-B9 :@2Fr K(@\\AApbQ@$ {T@qu!S@@W@!n~l(fq@ Ň@!ip@"C[@;:hF@;:h@Y@5F+Nj,C@%HAQz@GZT@~l<@@c@Ki6@l0$<@iM]@ D_*r?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@=]V@: 0q@<$&Ȧ@9hZ 6@6[gc@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@4F +Kh*@ R AZN΃@' %T@n@@!_3q@!I@ i|O@ptM4o@Wr=@3F(\} @ٍ=&wB +C@ eN[F@9`V@@kb@@A)@t@ќ#@;:hF@g6@Y@0FnS:I@LڟA?\3@ @]F@/m?@@>@iL@@l0p@r7@3Fsjw(@9#"'AiXb@)(KT@EF +L0@@!qI|@$s=vB@#@$K@%Gv0k@(FR!*=@~S +'A3xV@xF@'.3@@]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@@iL@@l0p@r7@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@ LYt[F@ hwe@Y@4F|e:@' +oA-]@&hjT@If'@@$_@>@UjC@s9"e@3z+?ffffffF?ffffff@Y?ffffffF?ffffff@Y?zSHD<'@exH +ZAr,_@&&F?zSH@@<-@:&2U@;Ѐ|3@9yɫ@6 sCFy@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@5FU 5@?ܘBE[)5|?C/rF@9:\|ؙ@{ +T?8m?/5?3fPr@<JwF@<Jw@Y@2F!$S@ N#B*Bo@ L۴F@=J6;%o@@@!ĝ@H@/rg@?!s$@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@,F`^ @ٯzJkA/^@57yF@+J82vu@@ ^@r@5r@S5#O@Fӎhm@1;.F@1;.@Y@(FR!*=@~S +'A3xV@xF@'.3@@A@A,(,-@{YA@2@3FsAa]?@ȣA}c>[@T@Ff@@!O@$mBX@#ļ,@$Þ@%B|?V@4FSE@6A=iu1@\,%=;T@)7KƧ@@Ѡj@!oDm6@!"xd@"ZB@@"L}Į@.Ff @٧݇}A1eCO@ plu*1F@-tT@@*S@bu@HCo@ wP@:?ffffffEW@ҏ@iL@@l0p@r7?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@!F3>@`w[A{Ml@I YF@ A@@U>@mKe@4a@V @ ],?ffffffE Ȏ@,A[L8@>]F?ffffff@@+o,@*9&@+^Ӄ@*=?`@)*@ '76F@ '76@Y?ffffffF?ffffff@Y?ffffffF?ffffff@Y@3FO6Bյ@ؼܝBJkc@n;F@?>B[@@=@ ,@ ]@ S#2 @dd+@&FIl@D2ŶA@] AF@%{_J@@~@p_@{K1_p@ҍ@@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@4F**@qCAĽ@Ho T@s@@o@4˱gT@-@g6@ކ$Rpb@1Frݜƶ@׼cHBCӮ@ +)0GF@0\@@LJӉ@@I$ @pu4@4{@ '76F@ '76@Y@!F3RjӋ@ՃAQWғ@cvJF@ a Ec@@a@ÃL_3@5BY@ p@ yV69@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@=@:C@A@A,(,-@{YA@2?zSHF?zSH@@4Fm.l@8d|%DAt3@6[T@v ׈@@"/9\|@%-Tk@$hw@%V]@%f@(FR!*=@~S +'A3xV@xF@'.3@@L@#p k@$ϰ`G@%_u@ F/?@ZbuA֓:@gҴF@Կ@@1_1@ ( @sTZA@ T@ =Ul? QrD<'@exH +ZAr,_@a F? Qr@@<8@:0Z. @;l<@9rM4fO@6fD?ffffffF?ffffff@Y?$ȟ@F?$ȟ@@ \ No newline at end of file diff --git a/Test_Plots/iso_7.00_0.00_01000_p00_IBsecondary.fits b/Test_Plots/iso_7.00_0.00_01000_p00_IBsecondary.fits new file mode 100755 index 00000000..12c499d9 --- /dev/null +++ b/Test_Plots/iso_7.00_0.00_01000_p00_IBsecondary.fits @@ -0,0 +1,1216 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 114 / length of dimension 1 NAXIS2 = 3927 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 16 / number of table fields TTYPE1 = 'mass ' TFORM1 = 'D ' TUNIT1 = 'solMass ' TTYPE2 = 'log_a ' TFORM2 = 'D ' TUNIT2 = '' TTYPE3 = 'L ' TFORM3 = 'D ' TUNIT3 = 'W ' TTYPE4 = 'Teff ' TFORM4 = 'D ' TUNIT4 = 'K ' TTYPE5 = 'R ' TFORM5 = 'D ' TUNIT5 = 'm ' TTYPE6 = 'logg ' TFORM6 = 'D ' TUNIT6 = '' TTYPE7 = 'isWR ' TFORM7 = 'L ' TTYPE8 = 'mass_current' TFORM8 = 'D ' TUNIT8 = 'solMass ' TTYPE9 = 'phase ' TFORM9 = 'D ' TTYPE10 = 'merged ' TFORM10 = 'L ' TTYPE11 = 'source ' TFORM11 = 'K ' TTYPE12 = 'm_ubv_U ' TFORM12 = 'D ' TTYPE13 = 'm_ubv_V ' TFORM13 = 'D ' TTYPE14 = 'm_ubv_B ' TFORM14 = 'D ' TTYPE15 = 'm_ubv_R ' TFORM15 = 'D ' TTYPE16 = 'm_ubv_I ' TFORM16 = 'D ' REDLAW = 'N09 ' ATMFUNC = 'get_merged_atmosphere' EVOMODEL= 'BPASS ' LOGAGE = 7.0 AKS = 0.0 DISTANCE= 1000 METAL_IN= 0.0 HIERARCH METAL_ACT = 0.0 WAVEMIN = 3000 WAVEMAX = 52000 END @+333334?F^Ѵ0@?Y@2A@hpǜF@+N;5@F@g/L@bx@ +X@_@n@)&uW$ FXT???>zDEͺ@RAYF@rF?@F@*'@* |@*TXJb@)S N@) 5.@1ѡwVaFt\UȞ@/FBDQ~M@ + cF@1FIm@F@?@[ B@eI&u@Kx@Ku@Ks2MEanć@2AF]g@1 C;F@@F@"7D"&t@# +Z8@#\lgd@#͝ <@$ +#ۛ@$󉊏%JFBb z@&A5PH@F@#@jU@F@|Z@2R@1D@5e@Lt@ ?4F1_+v@ӴU>VHATS@YYiF@*@F@Ev1@1@^72@+Ƒ@ #^@ffffffkUF@ h@3IAݤzv@CF@fe.a@F@ @"Tm) @!@"x˫@"K:?Gz?оSE`TQ@0EOA$V@sF?Gz@F@1%@0 cPE@1b=j@/@-̗1@Ϳ=F;F$hD%@ȷsbA' @A %F@qJ@F@ o@!bVɮ@ f@!=/@!JZ@2?it(0F{<@ [=B5PY@!rc@"2 dc@"x@5` +F|v@szAة<ޣ@ÑrT@r @F@q@W*f@=-@%@ r@fffffgE2N@+gqA׎4a3@8atMF@hP $@F@"}@$1X<<@#@$I|dk@$ ?Q^ЧjFXT@&ffffff?Y*pFK֙@8GujaA$@c~hN_F@&\X%[\@F@$7q@HZA@O@@iH@`Y@5?k'FrK@2.tAب8&&@^W j[T@Ԫ"@F@H,T@W@G6@]*@ {@FXT?膲:DEU +,@cAѥM@1X F?@F@*3Rjc@*" ׏6@*j +@)@)Jdt?333333?FqE~]>E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@5?}D0Fd@_zBn|]wT{oF@0f+U @F@ @"kş@!/X@%dr@'J@?ᑶ@ ?.WE+@AAwX9@;q~&]AF@ @F@#C~C@$tq%@$47@$<4@$Œl@?8LF'U@R!A~@L#Z0F@حV@F@^Zdp@ u a@ q@! j@!x (k@?١9PFm@ҷIPDA]XD@Q?I&F@*puX@8]`@(?ߞWTFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@ ֡ZwF.D5O)@!ȯ-A׮`a@4'fF@~@F@L @ +`@ n@ +@!!Ǻ?@5f$jFߴE@Uj)EAلE@xdԂT@MM@$>@F@E @ "?@5@Ϋ@ Znk?333334L^Eد]@ԙ*:Ad9g@;\F?333333@F@)loU{@(U7@)`A`@(^Zd;@(w`F$@r;@jAbqF.K@ӜM3MGA@xr +@FF@|J@F@U{#@!Mlk@!442@!B~@- +@"&ʎ4L@.?"N|XFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@ +ffffff+qFXT?333333?g|vюE~]>E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@ffffff?A * Fdu@O/As)? @?uF@f_ح@F@ ˆ!@!ٟ7@!ן1@!d@@"j:R@%$+};FGU$W@ٵ AIy@{uBHF@%s@F@=@{0@{" k@gSR@׶2@#? {*lFA@M@VgrAxk"@@F@# 1Z@F@@MƊ@Rr:@1"~@_@4?EF#@G^BlĦo1GF@0qj@F@ vR׾@RW@aץ@o`^?]yEF&\@ ?Ҧ5E+@AAwX9@;q~&]AF@ @F@#C~C@$tq%@$47@$<4@$Œl?Q?Jީ4Ew'@DXs5A]n?@KjF?Q@F@.O +@-/6)i@.x!6*@,ח[U@+vO|z@.?g{tFhg_5@ۂLAo|@aSVFF@.(Y2@F@ˆމ@.v$@tM@7i# @6@&e?FI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`?ͿKE`Td@@A Ì[@W`Ȋ2F?@F@11~@/T-@0<[D@.y@-޶@.AFhg_5@ۂLAo|@aSVFF@.(Y2@F@ˆމ@.v$@tM@7i# @6?333333pE~]>E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@ ̿x{ E+@AAwX9@;q~&]AF@ @F@#C~C@$tq%@$47@$<4@$Œl@ Ϳ- o9@)? 3r$FW|nc@ZŹ!3A]P@ҎzF@)xtj@F@+ +@N@72{x6@hx~@h_H?ffffffq{4zEq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: v@!ƔS@5шRRF5ZC@tAUA>@@ +MT@o~=@F@@ts@"y@׭@ E$wP@PL82FY{h@Ѿ]AKR"@t-F@yB@F@ "@"kVWB@"Ei[@"+@"@333333?N񻰀EPLƼ@qհ!AA%@N٭F@333333@F@&Ca܍@&#@&~dO@&~@&dX?333334 E׿_@ԙ*:AcqkW@;(9F?333333@F@)l@([Sr@)`Ut@(rkW@(x ۆ@,܂B$F`q9:@۷sxkVḀr@R4` T@,xq`l @F@+vo@cgD@Vut@OfZ @ ' @$?[BFD,@jckQA;Ӛr@eȋF@$ȏ`@F@^̒KhK@ Aa@#~<@i~&@yC!@&?D.FI7w@$A9AQ?@hc'F@%z@F@+v@oΕl@yك"@ѭ@=v5@"333333?TAF8%zN@׽y&A5A@RIkF@"2Dǰ-Z@F@'$EZ99@Jq\@_{A@ Ǚ[J@ }H[纣@*?᪡FX-r[@َ5Ah@&VF@)@F@W:u@,е@,=C@AK2@ȯ;?޸QрFXT@#?t* FA@M@VgrAxk"@@F@# 1Z@F@@MƊ@Rr:@1"~@_@333333?B`Fh'h)@P0 PrAgv@&捍 F@333333@F@!x7z@#If @"dw?.@#1(@#1zh @3?ٰ `Frw3k@ALDP( +@ (T@//s@F@!H@$z@# @$@%O 7@?wiaE"q@s=ie(Apid4@N\&F@I'?@F@'e̫@'Ui;+@'e(DG@'RJ@'S\*@?ޓnGpF'U@R!A~@L#Z0F@حV@F@^Zdp@ u a@ q@! j@!x (k??C?6DE3ql@>ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU?θQ?oD:xD"}'@Wr7AP_t +@pF?θQ@F@Aw @?>AN@@@;OӐP@7X`?fffffflߡE'/@G |QALAE @."F?ffffff@F@+1w4@*z@+@*;m#1@)?ffffff?;5@E'/@G |QALAE @."F?ffffff@F@+1w4@*z@+@*;m#1@)@?h{W;*F"R@| APVZP@?GF@QSa@F@n͕@!Or@ǭA@+Dk^+@&&r7_@|K@0333333"A Fp#!3@ٺs"Aw@ F@0j@F@t@ c@<@c@W-{ U? +=p +?|ENG9`@:AԶr@D{F? +=p +@F@3%3@1arMA[@2ylE@0q#@/˅?fffffg+jVEXPt@!+ A\ݔA@H[TJF?f@F@(Ug+#@(C@(7Rm@'j3@'֋@ ͿvA~(FXT@2?/?\F{<@ [=B5PYv@!ƔS@,k,xFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@ffffff?@-4F@ h@3IAݤzv@CF@fe.a@F@ @"Tm) @!@"x˫@"K:@'fffffg?ȜFO0ya@ME|A\F@^oaF@'Xe+@F@xR@d@)@odk@dU'@* xFG@ҜliAU8g@ȰF@*\}@F@ s@!jmq`@!cX@"[A`@"vcxϞ?Q?n(/0Ep"ِ@͗EAPb/@{jF?Q@F@0|@.'u@/Mj:@-g4o@,|<(k@nEc@QUA*@,|F@@F@!N _@#b@ *^@#gI@#9@#54@%5*0FHY2@+8qAj$U@f2F@%t@F@=L@THӫ*@S;@/L@J}@#?yTF@" h@" +#\w/@"<@2FXT@"%FF78]@ׁ#uTAǣX@6/F@"Cǒ(|@F@4ߐ3@l¦IU@NjbL/@ =EZ@ ~Ԙj7?VkEKBS@AG}hy@WHTF?@F@3J K@1944@2YKug@0P@/|\Z@?xLF*;;ީP@ը6]N%AI 1}@3F@̐@F@9?@ {C@ I{@ ݇@!SqБJ@,?7UM8FabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@̿CWF*ܻ5U@զ daA>`'I@e F@̓cr@F@?n'@ }׎@ L{@ y@!VW*@,?(FcQa@ۃ^'A )Wl@\F@,| +(x@F@@Bd@/@݆`@;.@:tG@#?Gp FA@M@VgrAxk"@@F@# 1Z@F@@MƊ@Rr:@1"~@_@4?^pF@NmA ReUy@ꦴT@_o@F@pV9<@5qh@㧒o@ksS{@ orJB@&=Ei4>@R0+AP@,{F@@F@!Ӓ@#ae@#5u@@#LN(@#hV@ ͿuF1b@ֳc˔-4Aa1@5F@ ؜^o@F@2~@ K߲@He=@ zh@ P@$z@FAk'ek@CA欻{@*xF@$BSn@F@rxT@a^@Ut9@?:!@bS@,خF`0qI@ۋy3ANg~?@K+܉T@,`-@F@LK@7z'@|@(# @O?Gz?Fڦ9E`TQ@0EOA$V@sF?Gz@F@1%@0 cPE@1b=j@/@-̗1@4?St1F& ?c@&A5`z@{=T@;@F@ +K @p@}U@Yq @ &Au@灺F?Q@F@6cAn@46W*C@5YHr@3\!|1@1!4r@fffffgn>FXT?Gz? E`TQ@0EOA$V@sF?Gz@F@1%@0 cPE@1b=j@/@-̗1@.?rzFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@5?Z-Fd@_zBn|]wT{oF@0f+U @F@ @"kş@!/X@%dr@'J@?ᑶ?333334McxEY l@V*OAb@gcƬ}F?333333@F@1)@0NMwLX@1?_ɀ@/?:%@.q/6B@ 333334E8?@y?A@?!,LF@ 333333@F@#ڎn@$<>6[@$y @$Ҝ +d@%ZpoL@.?sbFew@2Axґq@ &:uF@-Ҫ9m@F@S@- |Z@ @D}(d@9:}@#c@F<윰n@:&0u4A岸 }@sRRF@#'t1v@F@~39@|@%*K@|n@ 3_'@,˳QHFXT@?!F.K@ӜM3MGA@xr +@FF@|J@F@U{#@!Mlk@!442@!B~@- +@"&ʎ4L@ffffffJaF]2@>A!m@"-EF@ff#J@F@!w+fA@"Fy@"pb_;:@"7N@#@R0+AP@,{F@@F@!Ӓ@#ae@#5u@@#LN(@#hV@.?rFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W??ebE3ql@>ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@?f*^,F*;;ީP@ը6]N%AI 1}@3F@̐@F@9?@ {C@ I{@ ݇@!SqБJ@!˥jF3VW@Հк1AmS Zc@`F@ )Ie@F@|?T@d;@jF]@ kcB@ t6Nv@?-dslF'U@R!A~@L#Z0F@حV@F@^Zdp@ u a@ q@! j@!x (k@?ﳄ!Ei4>@R0+AP@,{F@@F@!Ӓ@#ae@#5u@@#LN(@#hV@ ͿO#AtFXT@3333344Ŵ3Fv3!ֵ@QpX1A@&)+F@333333@F@!wgi@@#@"-@#0@# q^E@ ?,වF/G U7@dO81A垬@fw2F@m8@F@+"'@ %uwN@m7+@'@ Pg &@ AÀjM??ĉ,EU +,@cAѥM@1X F?@F@*3Rjc@*" ׏6@*j +@)@)Jdt@2ffffg׃ F|f,f@a\B++7<@ f,ʲF@2Y@F@ \,Z}@b;3@w#@lc7@p @0?BxFnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@?bkݩnF)X@rg 2A!z@B$fF@$@F@}Ph"@!p@!EIk9@!ԻWf7@"5d9?Gz?_S:EF6Y@0XAߕ@ +@9\T@:9$@7NфH@34Ⴅ9@?(aF$f@9 Aဩ6aw@"F@̳_=}9@F@p蓇@!@ d@!;Y+2G@!436a@&?rg$FI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`??↭EU +,@cAѥM@1X F?@F@*3Rjc@*" ׏6@*j +@)@)Jdt@ <;M F.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU@ffffff}{Eo魬`@__A IRs@M\gF@ffffff@F@%)9@&<=I?@&V]@&H@&dLs @'{FXT@KPEi4>@R0+AP@,{F@@F@!Ӓ@#ae@#5u@@#LN(@#hV@333333Ȏ_FXT@ Ϳ܎zPF11@֦$cAyĪ@a\F@ l~[@F@.i{A>@ HSp@ŀ@ w6@ iڐ@?a)~F6= +@ҳrA@v@{+F@mX@F@ $<{@"I'U@!JcW@"&·#@"`g @2<*#E6_E@#A)Ay= EO@NKiF@@F@&L @'huZ@'c4@'~m@'{@(?1ZO@޹!vF@ up@F@0_]@ IXD@ 1۵C@ xZ@ [@ ?tpE *S@~ ;A[J*@B}fLF@ @F@$@% @$p#@%^)@%P4so?ͿᑙE{@+!4AbR`@^ڧF?@F@,NA!m@"-EF@ff#J@F@!w+fA@"Fy@"pb_;:@"7N@#Bb]]F@0L/{J@F@!?#@!oq:@<(w@ ƥL?p@ dgOhjE 2@~ ;A\l9W@BiF@ @F@$ʡ4@% +rY@$VB<.@% \@%OM%@Ϳ'FL.@kYA^qnۅ@>~F@oC@F@ qE@">XУ@!r;e@"ci@"eh@.?SfjFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@fffffgщEuy@0A׏ n@8Xc =F@iu@F@" g2̨@$0[1@#֡@$IdUs@$h@ʱ;Oq@@Is@&Au@灺F?Q@F@6cAn@46W*C@5YHr@3\!|1@1!4r@(?#zFQ̂f@0j AJza @OnF@5fP@F@_@Q@gh36B@"@ +s[@!nXF5|O@S݉ ^A@魞{@ˈTF@!4@F@?=K@%@&~\@ /ږf@ $A@ 333334e'6[@$y @$Ҝ +d@%ZpoL@ ?Ndo4F18< @ֻl-GAo7}@ۉc[F@ r}ݺ@F@(6@ Gj[{@m +*@ v-"v@ 愁6@(?8ǡFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@&ffffff?:?FK֙@8GujaA$@c~hN_F@&\X%[\@F@$7q@HZA@O@@iH@`Y?Q ~Z DpIv@>"^A:oO@HF?Q@F@@θTa@=:wV@?ce0@:M#T~@6 <@'fffffg 64FO0ya@ME|A\F@^oaF@'Xe+@F@xR@d@)@odk@dU'?333334?߱ҘE׿_@ԙ*:AcqkW@;(9F?333333@F@)l@([Sr@)`Ut@(rkW@(x ۆ@?¡KF`@u3@ҟ~ g Aң&o@ٻF@:%@F@ -<@"nr)y@!@"-wnce@"BI?333333?>E~]>E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@&?|#BFI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`@?B~8F$f@9 Aဩ6aw@"F@̳_=}9@F@p蓇@!@ d@!;Y+2G@!436a@2ffffg?^3F{&@҇B3 Qv@F@< I^5@F@"(k@o4@EL@btu@k$B@+333334{;)fRF^Ѵ0@?Y@2A@hpǜF@+N;5@F@g/L@bx@ +X@_@n@ͿJF$i1P@ M1A{Ї0<@u [@F@JTT@F@ y@!a4=@ L2"@!>O'@!h˒@@)ڶe礀FW|nc@ZŹ!3A]P@ҎzF@)xtj@F@+ +@N@72{x6@hx~@h_H@,?B&Fcia8@xy3A󌡞@ċZF@-e@y@F@vU^@64@οlu@Iװ)@Io,4@%hkzFG5K@٦#V A؃{}@zûqF@&. @F@R-o@vD*@v=}@1@ѱ@._0q.F)|@՗"ZCpAEy@̪F@]m@F@CFRm]@ vN@ M}@c@ Zl;5@!V +K?waiMEͺ@RAYF@rF?@F@*'@* |@*TXJb@)S N@) 5.@ǼEz@ 5gAD&Q@42$F@@F@"͍#@#KR_,@#'@$ 9k@$Mc@?gi^Fm@ҷIPDA]XD@Q?I&F@*puX@8]`@*kmRF[ķo@BwwAàъH`@T)F@+)_@F@P @O3̑ބ@Bj@)x@*@1?8*Fs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@4=nFtǖH@IAеLn@f`JA!m@"-EF@ff#J@F@!w+fA@"Fy@"pb_;:@"7N@#f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @??RE'Va@!rc@"2 dc@"x@bAWEsת"@HA٥ҏS@-ꛕF@@F@!%I@#|@#.b@#Mv"&@#Q@mbiF6= +@ҳrA@v@{+F@mX@F@ $<{@"I'U@!JcW@"&·#@"`g @1??hvfFs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@4 FGT,d@yVH>Aj#@lUYF@$ud0@F@<0@µ}j@C}@ KV@E4@1?`Fs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@433333eFXT@4jKPF[*c@tkbA8<@@" h@" +#\w/@"<@2?%lj0F{<@ [=B5PY +@9\T@:9$@7NфH@34Ⴅ9@ ?s[yF-L4@2ÅA'3ٵ@sBF@*0#̎@F@2(HN@WJ@]q@~^@ TQ@,?{s FabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@,s?FabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@333333vrW>Fl@Py'yAs-@&]- F@333333@F@!xnW.n@#@2`@"N@#1tW@# ҇@fffffg?M18Ed?@0A׏ n@8^oF@jG|@F@" @0@$0_H@#gU@$Id@$H@5?׭<8@Fbfh@T댴A:n@@DEr'T@ k~@F@_/>@$m0@Ҁ@Dڦ@ g @3?:̳F5xKg@VBbn,/mdF@0|hM@F@!1 @xt8@0"@ j1/?xA@@W/F I}zQ@ъ++A/€@iCF@V}@F@ w@"Γ¨@"'^@"IR@"I@0333333=sXFp#!3@ުGA!us@ C.|F@0yX'@F@Z# H@+/}@{@jf*e@^$@>,AnFXT@$?Y*FD,@jckQA;Ӛr@eȋF@$ȏ`@F@^̒KhK@ Aa@#~<@i~&@yC!?";pxE3L)@0mAγrH@4uF?@F@* Dq!@)f*@*-5@)3*cd@(J0s@!kQ?RLFXT@0?l碖FmrЅ6p@fAsga@ hK@F@/?@F@*@n~@͉Ebc@C/ +U@@E?333334?ayE׿_@ԙ*:AcqkW@;(9F?333333@F@)l@([Sr@)`Ut@(rkW@(x ۆ@4뵷(F D$@6U*@t~=@5C@Knc@.@$ffffff\8FB\~P!@+S A 9M@lF@$b*@F@}Lf@L3@PXC>@' l@O@ffffff?&(F@ h@3IAݤzv@CF@fe.a@F@ @"Tm) @!@"x˫@"K:@333333~ٜHFl@Py'yAs-@&]- F@333333@F@!xnW.n@#@2`@"N@#1tW@# ҇@4?(/&mF#@G^BlĦo1GF@0qj@F@ vR׾@RW@aץ@o`^?]yEF&\?ͿSÊEXQ@8:Ab@B#pF?@F@(8@(nH5@(Eû@(J?3@("v O@333333?͘xNEPLƼ@qհ!AA%@N٭F@333333@F@&Ca܍@&#@&~dO@&~@&dX?Q'PpuX@8]`@2?)_F{<@ [=B5PYE[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@474FRє@4dA?)@܁:1T@T@F@8F'J@[@0!@[@>F'@fffffg-FXT@.)>Few@2Axґq@ &:uF@-Ҫ9m@F@S@- |Z@ @D}(d@9:}@ ?CɎTF.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU@.ad@{fFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@?`)0F$f@9 Aဩ6aw@"F@̳_=}9@F@p蓇@!@ d@!;Y+2G@!436a?Q?&oVpEw'@DXs5A]n?@KjF?Q@F@.O +@-/6)i@.x!6*@,ח[U@+vO|z@.?"7`6FgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@-ffffffF:Fc(@=A@*T@-%R@F@Vz@ж4@8v@e{@ϲ%k?GCZ\Ehۗ@~fAˇI@IyTF?@F@, +=@+4K@,'N@*|+YT@* f@ffffffzFdu@O/As)? @?uF@f_ح@F@ ˆ!@!ٟ7@!ן1@!d@@"j:R@1ǾFXT?\([Pl'EqS2 @AĆc"Fg@djUF?\(\@F@/rE@-Gs̟@/^o^@-,k$@,K@333333Ś=pEPLƼ@qհ!AA%@N٭F@333333@F@&Ca܍@&#@&~dO@&~@&dX@?`Hr>F$0@1۶AuVTv@n'cF@̴@F@ ƾ=p@!6ݠ@ [-GZ@!>v@!ƔS@??āNKG@k&gA׭W7y@_F@#1@x@F@Y{F۬@w@O_@^-T@ %X%E@333334uU Fv3!ֵ@QpX1A@&)+F@333333@F@!wgi@@#@"-@#0@# q^E@" Eƃ@G-AзI(X@K͍|XF@@F@'GqQ@';@'ň7@'p#@'"@?}N͏0F*;;ީP@ը6]N%AI 1}@3F@̐@F@9?@ {C@ I{@ ݇@!SqБJ?ffffffv#C~EpFЅ6@[5A S8@7\F?ffffff@F@)n"@)46@)Y&v@(@(vmٻ7@*?.@FFX-r[@َ5Ah@&VF@)@F@W:u@,е@,=C@AK2@ȯ;@(@_w֢FSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@(?du#FSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@Eanć@2AF]g@1 C;F@@F@"7D"&t@# +Z8@#\lgd@#͝ <@$ +#ۛ@# MFXT@&Wk#5SFI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`@pHFXT@R-cFai@q1aA +@,ż+F@g۱l@F@~3Y@!?m@!FRV|@!r3x@"6'"[ ?^PĊE`)@0mAγ*@4oĈRiF?@F@* /-3@)Cig@*&`k@)3$Xd{@(k@Ϳ+ij#*Apf.P@F?Q@F@BfF 0@8~H?fffffg?T%hE +3G@ mtAxe@<*qF?ffffff@F@+t@*ԣx@+,kN@*]C” @)MA5@'fffffg~҇FO0ya@ME|A\F@^oaF@'Xe+@F@xR@d@)@odk@dU'@.6PFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@ +ffffff?%wxE ,t?@ɖH73AջZu@A&suF@ +ffffff@F@#ڤg#.|@$Lfb@$ +D@$@%+L蕣@ ̿FF2tH@uA (@*F@ bѦP@F@ 6i@ :An@x@ i:&F@ L%l@ٕuZ E6_E@#A)Ay= EO@NKiF@@F@&L @'huZ@'c4@'~m@'{@ PIFXT@3?uF5xKg@VBbn,/mdF@0|hM@F@!1 @xt8@0"@ j1/?xA@@̿vF$)tMI5@| @A9 5@ҮF@/0}A5T@F@w@@@'zKm@ +i_@ Y @)333333?rDFU=-@ib?A`?%q1@F@)n~@F@q)n@o(0@bil@@JV@ͿK]E̎kO@ŭsfVA +;"6@L\F@@F@%_%@&!ULӲ@&Gr@&.y,@&LWSP +?333334?8|Eد]@ԙ*:Ad9g@;\F?333333@F@)loU{@(U7@)`A`@(^Zd;@(wE[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@?G2$DF*;;ީP@ը6]N%AI 1}@3F@̐@F@9?@ {C@ I{@ ݇@!SqБJ?333334Ll?FXT@Ϳ(̝HFQ@$"JAIds@ F@̉J@F@ 6M!@"/U@"XHSl@"%@#'xT@0?֮FnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~?Q?֫DpIDq@>#*Apf.P@F?Q@F@BfF 0@8~H@#\3F<ڻ@@#=A՞}@$F@#dw3@F@z@o%9@Rq@vVD@ /z+@"{(FXT@ +ffffff6ͶE ~-@ɖH73Aջάh3@A 0@$%-S\@333334?@=4F c8nD@"M­NAŚQQ@OڃF@3*cP@F@>;@!c,z@ Mcm@!N@!!@ ̿[brF2tH@uA (@*F@ bѦP@F@ 6i@ :An@x@ i:&F@ L%l?GzIE`TQ@0EOA$V@sF?Gz@F@1%@0 cPE@1b=j@/@-̗1@%?% FD*[y@p;sA}mvuA@6_F@%A5@F@CЮ}" @a@=@lŸ@_7?Q?RE1pIzg@>&Au@灺F?Q@F@6cAn@46W*C@5YHr@3\!|1@1!4r@ kmF.D5O)@!ȯ-A׮`a@4'fF@~@F@L @ +`@ n@ +@!!Ǻ?@2?>G+fF{<@ [=B5PY3i@nP@=ʕГ?3_8ԪEͺ@RAYF@rF?@F@*'@* |@*TXJb@)S N@) 5.@5 .8HFFN@@.A¼p@ڳ78T@lvJ@F@#R@&5X@%g @&zX-@' +u&?Q?"xD"@·AF@ qF?Q@F@BR7xxv@A +)@@/vU0@>puX@8]`@ 333334$E3 )@ yBA@?Ii)/F@ 333333@F@#y3a@$o@$x@$QcG@% U~m@ Ϳҵ#E![@#*Apf.P@F?Q@F@BfF 0@8~H@2ffffgf1`F{FV@,eB"0@ qCKF@20+@j@F@ nŝl@oV@hI@埏@89@ ?FDE:PE 2@~ ;A\l9W@BiF@ @F@$ʡ4@% +rY@$VB<.@% \@%OM%@(?:FSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@&fffffg?TE!$FKW@EmDtABdƕ@qm@F@&]3H+@F@C-@"@fy@#*Apf.P@F?Q@F@BfF 0@8~H@2xaDFxuI6@MZ QBYeڠ @ JF@1D">@F@ Nt@!g9@ERS@[9/t-@7\6@4?0]F#@G^BlĦo1GF@0qj@F@ vR׾@RW@aץ@o`^?]yEF&\@ Ƶ퓾F.D5O)@!ȯ-A׮`a@4'fF@~@F@L @ +`@ n@ +@!!Ǻ?@`@E[W~@ JFAԘ;ɳ@FoF@@F@$o9@%_L@%0@%qw@%w @ͿWW%FOi@I{kA"NFc@z(F@"Td@F@w h@!{=v]@!*9=@!a@!g?ffffff?rE'/@G |QALAE @."F?ffffff@F@+1w4@*z@+@*;m#1@)@1?G$IFs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@!܊I<"F3VW@Հк1AmS Zc@`F@ )Ie@F@|?T@d;@jF]@ kcB@ t6Nv@#?̤lF@f12.@جBAG>@ppQF@#|^@F@GR? @֖@r@R˳}@ $@.?^8Fhg_5@ۂLAo|@aSVFF@.(Y2@F@ˆމ@.v$@tM@7i# @6? +=p +?(U=ENG9`@:AԶr@D{F? +=p +@F@3%3@1arMA[@2ylE@0q#@/˅@ ?\VF.D5O)@!ȯ-A׮`a@4'fF@~@F@L @ +`@ n@ +@!!Ǻ?@#?Γ1F>Nʜ{@z_~Ab~@懎+\F@"f@F@d@#LJ@8VK@{y@^%@3?=s0Ft/z@fq,8A|t`&@ʜT@@F@!7%&@$m@#ߪo@$@%BS)@*@v):PFX-r[@َ5Ah@&VF@)@F@W:u@,е@,=C@AK2@ȯ;@333334ڒiE&"@qfABw|S@NjF@333333@F@&C@&xɑM@&~;"@&@&> m?(\)?iqE QF@,,wAX5k@t#0F?(\)@F@,"P@+y@-dv@+^R0c@*t@*?m'հF[7@ۃ tA~TF@>4F@*-@F@Y}$@^јԦ@P[A#@} @!_?ffffff?qa$Eq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: @F@]@ ʪ: @ Y)`o@ Bus@!bVѵ@2@VF{<@ [=B5PYA!m@"-EF@ff#J@F@!w+fA@"Fy@"pb_;:@"7N@#f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @?޸Q}K&FXT?Ϳ9E{@+!4AbR`@^ڧF?@F@,NASdy|iP@F$F@']U\@F@N=SNW+@<a@3r@4E2@ 䛵?Qdį Ep"ِ@͗EAPb/@{jF?Q@F@0|@.'u@/Mj:@-g4o@,|<(k@?4s(F"R@| APVZP@?GF@QSa@F@n͕@!@!cɠ@?б8|hEr +@4ہکA"u>u@0TKYDpF@@F@"5^#@#ʧ&@@#[!ş@#G@$}r@ffffffem`F@ h@3IAݤzv@CF@fe.a@F@ @"Tm) @!@"x˫@"K:?(\)̆Z xE QF@,,wAX5k@t#0F?(\)@F@,"P@+y@-dv@+^R0c@*t@&5IZFI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`@ + +=p?ncEjzD@ɶsGAռr]ՙ@E ۓDF@ + +=p@F@##Kױ@$VU@$@$FM@%'&B@ ?ݷG\F.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU@2?ѰF}rGm@Xk-Bm@-)W F@Ć-@F@ {@t늪)@n4u5@@s?񙙙C+U?EuGu@EV5A.@82uF?񙙙@F@.~@-a}@. @,@+ {9@$|FAj 1d@JkgCA朶?9G@.9F@$+ @F@d]@z=@'4@wD@.F7@-K7NFXT@fffffgbAWFXT@#333334U}FXT@ʈhEc@QUA*@,|F@@F@!N _@#b@ *^@#gI@#9@#54@̿yxsF"즩;3@ҙɘ0^A޶X?@H%F@}At?@F@ 3~xͺ@" >@!rc@"2 dc@"x?Gz?ќ&2E`TQ@0EOA$V@sF?Gz@F@1%@0 cPE@1b=j@/@-̗1@?|F _@~ALl@8F@$ M;@F@ (67 B@!@!;0&;@!~?_@! .w@,;tqf`FabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@1H|FXT?񙙙]ݰEuGu@EV5A.@82uF?񙙙@F@.~@-a}@. @,@+ {9@333334im&8FXT@.CKPXFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@&ͿEY?˦FM>@IAZݳ@.z@ZfF@'!%S@F@r!1B@%5i@k@(U@ }%(F?Q뿆4>E1pIzg@>&Au@灺F?Q@F@6cAn@46W*C@5YHr@3\!|1@1!4r@333334?mF ԈF@*$5A@ zAF@3(0@F@p?@![MH@ !R:@!_謆@!])??؛ZEͺ@RAYF@rF?@F@*'@* |@*TXJb@)S N@) 5.@fffffgːp7TEGğ@1rA׍R4@8`N5F@fx=@F@"!m@$1뚬@#@$I;@$%)%@"333333?S9rF8%zN@׽y&A5A@RIkF@"2Dǰ-Z@F@'$EZ99@Jq\@_{A@ Ǚ[J@ }H[纣@0333333?IʊFp!s{q@CʥADd_#@ 9F@0CwF{@F@bh@&@ hHFl@Py'yAs-@&]- F@333333@F@!xnW.n@#@2`@"N@#1tW@# ҇@(?m堀FQ|B@E8AzqA@DWrF@'T:@F@6)sq@'S@;K7B@.)*B"@F@#?iǀF@D1d@ح74AZG@y\{F@#M߆@F@#4@Vܢ@Q5@2c`8@ -^H@333334? ahE&"@qfABw|S@NjF@333333@F@&C@&xɑM@&~;"@&@&> m@333334pჵE&"@qfABw|S@NjF@333333@F@&C@&xɑM@&~;"@&@&> m@.>]^F;>cD@׉nA惵F@ݖrF@zs-@F@k$ +9@Bifrw@i@Yps%k}@ ew@?=I2F.K@ӜM3MGA@xr +@FF@|J@F@U{#@!Mlk@!442@!B~@- +@"&ʎ4L@%?ޭsa݁FHY2@+8qAj$U@f2F@%t@F@=L@THӫ*@S;@/L@J}@ zhoE *S@~ ;A[J*@B}fLF@ @F@$@% @$p#@%^)@%P4so?ffffffY/E'/@G |QALAE @."F?ffffff@F@+1w4@*z@+@*;m#1@)??~E{@+!4AbR`@^ڧF?@F@,NɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@,Ϳ2JFXT@)(&FW|nc@ZŹ!3A]P@ҎzF@)xtj@F@+ +@N@72{x6@hx~@h_H?3333349EY FW(@V*OAb@gcƬ}F?333333@F@1)@0NMwLX@1?_ɀ@/?:%@.q/6B@, YéFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L?333333<E~]>E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm??=.E{@+!4AbR`@^ڧF?@F@,NX@ xcF@ff#J@F@!;Gk@"]@"n\@`@"Jˣ@#:j?陙?R|B'(ER]@g<\gA=^o@v NrF?陙@F@2Im#J@0 @1V~p@0.b@/,?QT(DpIDq@>#*Apf.P@F?Q@F@BfF 0@8~H@"ܐƕ8F7P4,@ך+ZPMA䅊_)@dF@!'K@F@DpuX@8]`@,? lFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@ ·F.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU@ͿąLF$Pf@bqE-Af@G + KF@̶ǧ@F@ʼh@!h@ E3@!BS@! j@2s|hFxx߲Z{@ f!Bo.@ Ǯ8F@26&-@F@ 5ZA@)r@;"@QG@-x%@?Y /fFQ@$"JAIds@ F@̉J@F@ 6M!@"/U@"XHSl@"%@#'xT@>oFgtEm@ԅdp?Bh~Qj@XrmF@$AN;5@F@I=P@{pL@=7F@gm@1/'| @333333?aYF+1,"@zAǩA_ @UKF@2@F@p@ .@ =%L-@ WF׿@!H>9@333333Hl$4Fdy@??A߲9_@ șF@30 @F@O@!胱@!]]CZ@!҉(R@"KvB?ͿE13CJE{@+!4AbR`@^ڧF?@F@,N@" h@" +#\w/@"<@333334?/0Fv3!ֵ@QpX1A@&)+F@333333@F@!wgi@@#@"-@#0@# q^E?333333Ҍ TE8\|@ n݇(Aln@wF?333333@F@5Yop@3O@4?@2 aB)@0@ )r;F.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU@ iӐZF.H\@ tRAۛ X@5XHF@ *@F@@ t @ X@ a緩@!!3@$ͿMkFD,@jckQA;Ӛr@eȋF@$ȏ`@F@^̒KhK@ Aa@#~<@i~&@yC!@(jYFQ|B@E8AzqA@DWrF@'T:@F@6)sq@'S@;K7B@.)*B"@F@4?[F#@G^BlĦo1GF@0qj@F@ vR׾@RW@aץ@o`^?]yEF&\@&Y> V.FI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`@6~v)%FV>@FA@ aUF@&J/@F@a@#2:@gZ@˂@-޳@3eFp* @xCt~һA:9@ibetT@YnD@F@!rw@$u*O@#h}#@$aXY3@%mS@3333335p_'$Fdy@??A߲9_@ șF@30 @F@O@!胱@!]]CZ@!҉(R@"KvB@ ݗ0F.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU?333334|xEد]@ԙ*:Ad9g@;\F?333333@F@)loU{@(U7@)`A`@(^Zd;@(w~]@&,nLZn@&`?Q۸sDpIv@>"^A:oO@HF?Q@F@@θTa@=:wV@?ce0@:M#T~@6 <@sL,F"R@| APVZP@?GF@QSa@F@n͕@!#*Apf.P@F?Q@F@BfF 0@8~H?Qt*EEw'@DXs5A]n?@KjF?Q@F@.O +@-/6)i@.x!6*@,ח[U@+vO|z@)333333HPɦFV2h"N_@ISAMJEl@ 珰F@)w[0@F@@ fr5p@4{@* =@ +V@Yy@(xکVFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@ ͿԵ!pF18< @ֻl-GAo7}@ۉc[F@ r}ݺ@F@(6@ Gj[{@m +*@ v-"v@ 愁6@& yھFI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`?333333E[PE8\|@ n݇(Aln@wF?333333@F@5Yop@3O@4?@2 aB)@0@5?RmƆFd@_zBn|]wT{oF@0f+U @F@ @"kş@!/X@%dr@'J@?ᑶ@333334?&F ~@%c%hA 9@bGF@3)=+@F@Ť@!`N@ =OH +@!XT[1@!:x]x?޸Q?y[FXT@ɤ( +j2Fai@q1aA +@,ż+F@g۱l@F@~3Y@!?m@!FRV|@!r3x@"6'"[ @ffffff?)xF]2@>A!m@"-EF@ff#J@F@!w+fA@"Fy@"pb_;:@"7N@#`@j$Qh|AS}@9KF@#1$Jb#@F@KK~"@ihdA_@8]o@Px&6@ HMP@fffffg5/#ĊF(p,5@n-! BA4衷@|3GoF@LA@F@`@@ A@ YX@ O@!aAeh?Gz-P EF6Y@0XAߕ@ +@9\T@:9$@7NфH@34Ⴅ9@ 333334?M E@q)@pr0AvU)@?4iF@ 333333@F@#5{$x@$É@$Ǣ~U@$YC2@%C@#?{.WF<^&@6 A崣D)u@gPW8F@#0q)@F@~T_@RՐz@%~@}="x@ 3жDh?Q?zZL Ep"ِ@͗EAPb/@{jF?Q@F@0|@.'u@/Mj:@-g4o@,|<(k?333334?uo*E׿_@ԙ*:AcqkW@;(9F?333333@F@)l@([Sr@)`Ut@(rkW@(x ۆ@ MK&XF.D5O)@!ȯ-A׮`a@4'fF@~@F@L @ +`@ n@ +@!!Ǻ?@'̿^cFQb:Ȩ@Ĉ>ASdy|iP@F$F@']U\@F@N=SNW+@<a@3r@4E2@ 䛵?333334?7w@A@EY jRɨ@V*OAT@g^jDF?333333@F@1ţZ@0NJ*$@1?\ 4@/zb@.q) +Mi@?W-(Fm@ҷIPDA]XD@Q?I&F@*}?θQ|sFXT@&?Ѐ2FI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`@,Ϳu50Fcu(@׎t9A߼@*F@6U#M@F@ѩ2u@oxl)W"@|FsU@·vKL@#6}j?wNM;Eͺ@RAYF@rF?@F@*'@* |@*TXJb@)S N@) 5.@?7D(F.K@ӜM3MGA@xr +@FF@|J@F@U{#@!Mlk@!442@!B~@- +@"&ʎ4L@333333??F@]N7G@ џA0K>@ѨF@+@F@1U@- @!נ@@a^@333334]z7lF ~@%c%hA 9@bGF@3)=+@F@Ť@!`N@ =OH +@!XT[1@!:x]x?ffffff53E'/@G |QALAE @."F?ffffff@F@+1w4@*z@+@*;m#1@)@(?A7nFQ @dAeu~0@DSF@(@F@4xbz@$.=@q@5E@@ ?(k F2tH@uA (@*F@ bѦP@F@ 6i@ :An@x@ i:&F@ L%l@2?EbrF{<@ [=B5PYf@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@ffffffc)LF@ h@3IAݤzv@CF@fe.a@F@ @"Tm) @!@"x˫@"K:@0vq{FnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@ ͿdE![@FyA2:@;}:F@ ?B5.@F@#Dc.g @$tt WT@$5N@$XҖ@$8I@ͿWå~3XE"q@s=ie(Apid4@NjxF@*@F@'e%P,@'Ui|o@'e)ƾ@'RYi@'S\uB?Gz?$>E`TQ@0EOA$V@sF?Gz@F@1%@0 cPE@1b=j@/@-̗1@ffffff%ʗ91F@ h@3IAݤzv@CF@fe.a@F@ @"Tm) @!@"x˫@"K:@-K7NFXT@-ffffffŪFc|@6 +V&A[T,@)|;MT@-P@F@wx@F% @`,@~߭^0@Zv\@)Ѭ஀FW|nc@ZŹ!3A]P@ҎzF@)xtj@F@+ +@N@72{x6@hx~@h_H?fffffg #;hEpp;@@TA̎@u@;RF?{ʸ @F@+9@*ԶOA@+U;z7@*]V_3@)3i;@ ̿ DDPF2tH@uA (@*F@ bѦP@F@ 6i@ :An@x@ i:&F@ L%l@$ͿQZg=FD,@jckQA;Ӛr@eȋF@$ȏ`@F@^̒KhK@ Aa@#~<@i~&@yC!@$}FgCD@իmKAޤ8@3yFF@^ s@F@! @"|@"Fl@"~@# ^\@&ѡ7hFI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`@1-s;Fs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@$?ܵ +gxFBHI]@QntA`(@K 8F@#6@F@$@g\;@Xu@>_@~IBc@fffffg&n+'F/*j@.HAݛ-tgF@^KF@fe.a@F@ @"V=&A¥@!ok@"ziR@"ҽDΡE@0?Gu'FnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~?333334LH@ENd}u@ҐAǧƋ@d0&F?333333@F@- /@,pcY@-t@+ّD6@+!=c@ +ffffff?=8E ,t?@ɖH73AջZu@A&suF@ +ffffff@F@#ڤg#.|@$Lfb@$ +D@$@%+L蕣@?$F$f@9 Aဩ6aw@"F@̳_=}9@F@p蓇@!@ d@!;Y+2G@!436a@(瘑FSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@.@F)X@rg 2A!z@B$fF@$@F@}Ph"@!p@!EIk9@!ԻWf7@"5d9@ /578E 2@~ ;A\l9W@BiF@ @F@$ʡ4@% +rY@$VB<.@% \@%OM%@&@&.w FI7w@$A9AQ?@hc'F@%z@F@+v@oΕl@yك"@ѭ@=v5@ffffffh;F=@π-yAP u5@[F@,\лnw@F@[@ Yg@ Itv@ w LK@ J@Z]EБ u@EaUQuAoa >@K[cEF@@F@%T0b @% @% Ck@%C}@&&?ͿɤJEYp&@7tcA@BCF?ܜM@F@(#4V@(n'H_@(5e|{@(J08@("Bͺ?Q}K&DpIv@>"^A:oO@HF?Q@F@@θTa@=:wV@?ce0@:M#T~@6 <@ffffff?, ԚFꭹ@A2/@"D F@ff#J@F@!D*@"m@"q癳@"d -@#=f@#ͿyFA@M@VgrAxk"@@F@# 1Z@F@@MƊ@Rr:@1"~@_@2pi1Fq$T@OB$Ì?r=pF@L +=@F@9A@ +ꬬ<@ +e$@ +Xt><@ +q?θQZDI,FXT@?D=F*;;ީP@ը6]N%AI 1}@3F@̐@F@9?@ {C@ I{@ ݇@!SqБJ@ffffff?jэF@ h@3IAݤzv@CF@fe.a@F@ @"Tm) @!@"x˫@"K:@ͿSzhL FQ@$"JAIds@ F@̉J@F@ 6M!@"/U@"XHSl@"%@#'xT@1?ZnDFs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@333333?`[EPLƼ@qհ!AA%@N٭F@333333@F@&Ca܍@&#@&~dO@&~@&dX@ ?ŢxE![@JLyAE@;Nb F@ ^o|@F@#DZ@$sN +1@$4f +@$@$[5@ l +F/3Z@^ADJ&@`lNF@Cc@F@!"C@ R@bQΐ@ K,` @ tbo@*7@FX-r[@َ5Ah@&VF@)@F@W:u@,е@,=C@AK2@ȯ;@Nv-{VEtpz4@pADzR@F?yUD@F@-h]@-W Uݏ@-֭VA٩@-eܬ@,F?Gz῿͜gNE`TQ@0EOA$V@sF?Gz@F@1%@0 cPE@1b=j@/@-̗1@#3333345M.F>!H]8@hCFAJG)@-3S\F@#1 M@F@> 8@5z;@3|@Dx"xS@  +'za@2?*`F{<@ [=B5PYA!m@"-EF@ff#J@F@!w+fA@"Fy@"pb_;:@"7N@#ɀ@" h@" +#\w/@"<@(`nHPFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@"?ESgF7+0@ו2&AX@07F@"yBQ@F@:7S~@%5@%ifYY@ A@WS@ S|l??\PEU +,@cAѥM@1X F?@F@*3Rjc@*" ׏6@*j +@)@)Jdt@&?ّPFI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`@,?jFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@%ZFE [@نb:A󁦉@0F@$!Z@F@08Ȝ8@_ie@HyN@\|e @OZ ?θQ8<ڢFXT?񙙙? |NEuGu@EV5A.@82uF?񙙙@F@.~@-a}@. @,@+ {9??YQY@E{@+!4AbR`@^ڧF?@F@,Nf@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@ 333334#E;x@dóAb2)@>_|F@ .U}@F@#DQR@$!$m@${4@$AN@@@;OӐP@7X`@4?8O/F#@G^BlĦo1GF@0qj@F@ vR׾@RW@aץ@o`^?]yEF&\@ ?0Aw!?E *S@~ ;A[J*@B}fLF@ @F@$@% @$p#@%^)@%P4so@ ?XȠF.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU?\([ )؛EqS2 @AĆc"Fg@djUF?\(\@F@/rE@-Gs̟@/^o^@-,k$@,K@&ffffff?#rjFK֙@8GujaA$@c~hN_F@&\X%[\@F@$7q@HZA@O@@iH@`Y@*?:FX-r[@َ5Ah@&VF@)@F@W:u@,е@,=C@AK2@ȯ;@ 333333)J'fF/fs(@Fn;&fArWN@rF@ 21@F@(=d@ yW@ ]|8@ 6'v@!hb@333333?ƃƝ5F-@>CAוG@ =#F@6ŗNf@F@je;@!=@!^@!욷!@"L4RKWܲ@50@%kb@c9eY@`(k@4?W f`F{C@ %P=A*؞g@~ȸT@q"@F@0 o@m u@z{@]D2@ >1@&?znFI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`@0?ՐQFnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@1$O0Ft[@;YB1뵾@ +x"iF@0ȴ9X@F@6.@`A@j~"a@;@,.=@?9ðE6_E@#A)Ay= EO@NKiF@@F@&L @'huZ@'c4@'~m@'{@ ?ք}N%hF-{@3AAI@%?oF@ AS*I@F@öط~@ C@ !@ z1@!#>ZX@?:V3QHEc@QUA*@,|F@@F@!N _@#b@ *^@#gI@#9@#54?333333?䗈BE8\|@ n݇(Aln@wF?333333@F@5Yop@3O@4?@2 aB)@0@,?Bޟ]LFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@ͿkFQ@$"JAIds@ F@̉J@F@ 6M!@"/U@"XHSl@"%@#'xT@0?:ȎFq +@$ B|Չ@ RF@9Y2@F@ܝ6@cP@ļY}@TU@Dpd@ffffff?< F@ h@3IAݤzv@CF@fe.a@F@ @"Tm) @!@"x˫@"K:@4O/F5rkE'/@G |QALAE @."F?ffffff@F@+1w4@*z@+@*;m#1@)?333334>. E׿_@ԙ*:AcqkW@;(9F?333333@F@)l@([Sr@)`Ut@(rkW@(x ۆ?|Eͺ@RAYF@rF?@F@*'@* |@*TXJb@)S N@) 5.@W F.K@ӜM3MGA@xr +@FF@|J@F@U{#@!Mlk@!442@!B~@- +@"&ʎ4L?޸Q?,OyFXT?陙? m`ER]@g<\gA=^o@v NrF?陙@F@2Im#J@0 @1V~p@0.b@/,@ffffffLr 4Eo魬`@__A IRs@M\gF@ffffff@F@%)9@&<=I?@&V]@&H@&dLs @ ?ۣzE+@AAwX9@;q~&]AF@ @F@#C~C@$tq%@$47@$<4@$Œl@.?ȊFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W?333333?ME[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@"333333?A3F8%zN@׽y&A5A@RIkF@"2Dǰ-Z@F@'$EZ99@Jq\@_{A@ Ǚ[J@ }H[纣?Ϳo_MVE`Td@@A Ì[@W`Ȋ2F?@F@11~@/T-@0<[D@.y@-޶@ L}F-|Y?@ԘA@F@ w$L@F@Ĉp@ (#@ IBSKZ@ &@!$3?Q8[DpIDq@>#*Apf.P@F?Q@F@BfF 0@8~H@4? +sO^F#@G^BlĦo1GF@0qj@F@ vR׾@RW@aץ@o`^?]yEF&\@+íp"۟PF\^Â@?yUEAkw @&5*F@*!laR@F@AI(@Nőw@>3i@nP@=ʕГ@ Ϳ']%F18< @ֻl-GAo7}@ۉc[F@ r}ݺ@F@(6@ Gj[{@m +*@ v-"v@ 愁6@1?iFb=Fs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@ffffff?SaFdu@O/As)? @?uF@f_ح@F@ ˆ!@!ٟ7@!ן1@!d@@"j:R@?PϰF$0@1۶AuVTv@n'cF@̴@F@ ƾ=p@!6ݠ@ [-GZ@!>v@!ƔS?ͿQZnIxE{@+!4AbR`@^ڧF?@F@,Ncy@a+@$be@i, +4@F[A@3 \c~FZj!o<@p"AGA#Q68@sT@(`@F@"r:ճ6@%Tko@$YΝ@%J@y@&)%@&?2FI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`@4IFlk@lAZ@FRT@@F@!z@$ޚYj?@$5E@%#6.s@%wh@%97чFDmΚ@m1A烩e,@9]F@%Gp+@F@B?TR@hxen@"K@k/@]g,@"333333?c1*F8%zN@׽y&A5A@RIkF@"2Dǰ-Z@F@'$EZ99@Jq\@_{A@ Ǚ[J@ }H[纣@,?.GþFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@%?ANRFE [@نb:A󁦉@0F@$!Z@F@08Ȝ8@_ie@HyN@\|e @OZ @2Yv+Fu0@вqRBY@ePW>F@uᰉ@F@ -l'>@i@tj[@Z1+@8ȹ1@?wӌEanć@2AF]g@1 C;F@@F@"7D"&t@# +Z8@#\lgd@#͝ <@$ +#ۛ@2?ߣȾ0hF{<@ [=B5PYɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@ ?lWF.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU?333333?./CE~]>E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@k `E3@ᱮOA٥3y@-fZ[F@@F@!Ȧ@#|J_@#.v0@#_o@#ʘ@(?zFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@*?²FྐFX-r[@َ5Ah@&VF@)@F@W:u@,е@,=C@AK2@ȯ;@?kq,FF6= +@ҳrA@v@{+F@mX@F@ $<{@"I'U@!JcW@"&·#@"`g @)333333?TWkJFU=-@ib?A`?%q1@F@)n~@F@q)n@o(0@bil@@JV@`įFֺo k@ҭ_Aв1|@sUQF@d+@F@ #rZ@!`C@!(J@"$\:@"\n?@ wØyPF.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU??ѡ^Eͺ@RAYF@rF?@F@*'@* |@*TXJb@)S N@) 5.@,?Pw +`FabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@333333?šAnES) @̒]AXQ@6F@333333@F@"Yg@$mF@# 1O@$*9k;@$kFP@4 /Eb f@$FwA;D@8-F?%1L@F@0!Lך|@/-5U@0)Hf[@.Yፕ+@-↏ٱ]@.rnFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W?񙙙? H܈EuGu@EV5A.@82uF?񙙙@F@.~@-a}@. @,@+ {9@333333?꽦O,ES) @̒]AXQ@6F@333333@F@"Yg@$mF@# 1O@$*9k;@$kFP@&NFI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`@0pjzTFmz@yF?A<@ ^oZ{1F@07Jw@F@>W@ȃ*\@2@2D@-3LM?ͿڌMxEYp&@7B7FA`@Bϊ\]F?նZ-s@F@(#j%@(nVZe@(;*#@(I޵5@("둼@2?|(F{<@ [=B5PYHv@ 3/@ pF):\`/@ՍPAo]@&3nF@h>@F@]@ ʪ: @ Y)`o@ Bus@!bVѵ@1ɂ9Fs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @?333333ؤh E~]>E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@#?K!F@D1d@ح74AZG@y\{F@#M߆@F@#4@Vܢ@Q5@2c`8@ -^H@Ϳ5EFMĶ@!֛fA^@|=,TF@и@F@ qp:5@"?*^g@!02+@"co9@"Tq'u@0?NFnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@%?߻%FE [@نb:A󁦉@0F@$!Z@F@08Ȝ8@_ie@HyN@\|e @OZ ?Ϳ3k3KfEYp&@8M+A?@B4F?|(p@F@(Ղ@(n,6@(-Rt@(J!Z(@("U?333334 ńDE׿_@ԙ*:AcqkW@;(9F?333333@F@)l@([Sr@)`Ut@(rkW@(x ۆ?݌<[ZEͺ@RAYF@rF?@F@*'@* |@*TXJb@)S N@) 5.@$ffffff?ь~cFB\~P!@+S A 9M@lF@$b*@F@}Lf@L3@PXC>@' l@O@"?3#F7P4,@ך+ZPMA䅊_)@dF@!'K@F@DNʜ{@z_~Ab~@懎+\F@"f@F@d@#LJ@8VK@{y@^%?ffffff HЇ>Eq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: FHY2@+8qAj$U@f2F@%t@F@=L@THӫ*@S;@/L@J}@1?b3YiFs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@4?JP5 F#@G^BlĦo1GF@0qj@F@ vR׾@RW@aץ@o`^?]yEF&\@(QLFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@(?D ::xFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@5lkFo6Ni@)Dcg AD̛^&@QET@M@F@Qz@z*@(@ _L@ QV#k@&2N%FI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`@#333333?嶟IF>?āNKG@k&gA׭W7y@_F@#1@x@F@Y{F۬@w@O_@^-T@ %X%E@333333ݴ󛇙Fh'h)@P0 PrAgv@&捍 F@333333@F@!x7z@#If @"dw?.@#1(@#1zh @"333333?ʑ uvPF8%zN@׽y&A5A@RIkF@"2Dǰ-Z@F@'$EZ99@Jq\@_{A@ Ǚ[J@ }H[纣@(,7-FQ{B`@ڤv\A1뜋Jv@?CoxF@( +gb@F@!`4m@ +GSU@ i @umӿ@oÙn,?fffffg7tE'܉@!+ A\,A@HH +F?ft@F@(UnsQ+@(J(La@(7up@'"@'֑%y@,?b*FabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@?ihF6= +@ҳrA@v@{+F@mX@F@ $<{@"I'U@!JcW@"&·#@"`g @)?Ȣ#KFW|nc@ZŹ!3A]P@ҎzF@)xtj@F@+ +@N@72{x6@hx~@h_H?ffffff?T_0Eq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: 26@!eY4u@#jw=FXT@̿HsЛPF`@u3@ҟ~ g Aң&o@ٻF@:%@F@ -<@"nr)y@!@"-wnce@"BI?ffffffOPXFXT@ffffff?zF@ h@3IAݤzv@CF@fe.a@F@ @"Tm) @!@"x˫@"K:?GzHVe߷Et +?(@`AKoڤe@E'F?GzH@F@/EYb@-/rYR@.op/k@, @,` +@ +ffffff@UE ,t?@ɖH73AջZu@A&suF@ +ffffff@F@#ڤg#.|@$Lfb@$ +D@$@%+L蕣@ sr_F.D5O)@!ȯ-A׮`a@4'fF@~@F@L @ +`@ n@ +@!!Ǻ?@.?Y0XFhg_5@ۂLAo|@aSVFF@.(Y2@F@ˆމ@.v$@tM@7i# @6@6&KFI\.@ײ8ZA*%@Bu}D,F@#ߙË@F@6@`/s@m/@0ʡO@_@%?Ե FGHT@epo(AvS@|{רF@%M@F@ۥ@W"@L4]@%|i@f!?ffffff\S—HEJcu@ cAX^@IJF?ffffff@F@4 iw)@14:C@2)4@03i@/ЛF@-fffffflFc @/AP@#ŠOT@. (@F@ _s@w&@ϻ@r_@vW?Q?+zc_Ep"ِ@͗EAPb/@{jF?Q@F@0|@.'u@/Mj:@-g4o@,|<(k? XE`)@0mAγ*@4oĈRiF?@F@* /-3@)Cig@*&`k@)3$Xd{@(k@0OT[FnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@ ̿+LF2tH@uA (@*F@ bѦP@F@ 6i@ :An@x@ i:&F@ L%l@2#nFHvkW@ה&XAH2@|N0 F@$k}:@F@C@~jIh@k@q@gWC@Y+@ffffff?j7(F@ h@3IAݤzv@CF@fe.a@F@ @"Tm) @!@"x˫@"K:@2?7-ˆFxV}/@Ҵ,b4BwI(f@uF@;tj@F@ +,-d@Q?@OͫO@fbԒ{L@(w@(?WFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B?ffffff?_?̑@8\W@ff>.R@,?ӈe#FabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L?!^%FXT@333334?S'DPFv3!ֵ@QpX1A@&)+F@333333@F@!wgi@@#@"-@#0@# q^E@%?ݹe|FE [@نb:A󁦉@0F@$!Z@F@08Ȝ8@_ie@HyN@\|e @OZ ?333334?*ڕAhEE1@ǰ Adh몺@;rF?333333@F@)lҫw@(ծ+@)`*fe@(ML^@(w :@ ?̂F.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU@5? RFd@_zBn|]wT{oF@0f+U @F@ @"kş@!/X@%dr@'J@?ᑶ@?e3MF.K@ӜM3MGA@xr +@FF@|J@F@U{#@!Mlk@!442@!B~@- +@"&ʎ4L@'fffffgnnFOj튞@ԮƧA_§@^Wz%@8|@g(i@Xc@ -@,ݯ;ˢ|Fa6'@0noA@.<="QF@:8K@F@AI1@QWXp@h9le@/@w3F)@#%~I;(F<ڻ@@XYzAAR@wİF@0쿱[W@F@\i @g7=@Mc,@z@@ +/@ ?$xF/G U7@dO81A垬@fw2F@m8@F@+"'@ %uwN@m7+@'@ Pg &@ AÀjM?ffffff?NV5eEJcu@ cAX^@IJF?ffffff@F@4 iw)@14:C@2)4@03i@/ЛF?θQf*JvD"}'@Wr7AP_t +@pF?θQ@F@Aw @?>AN@@@;OӐP@7X`@ͿrNv F$@r;@jAbq@' l@O?\([?8EqS2 @AĆc"Fg@djUF?\(\@F@/rE@-Gs̟@/^o^@-,k$@,K?EY:Eͺ@RAYF@rF?@F@*'@* |@*TXJb@)S N@) 5.@333334?vF c8nD@"M­NAŚQQ@OڃF@3*cP@F@>;@!c,z@ Mcm@!N@!!??̽bէE`Td@@A Ì[@W`Ȋ2F?@F@11~@/T-@0<[D@.y@-޶@0?iDFmD!@حlz4A On@ u_F@/7~@F@𖃗@ba@4i@QL@=lrl@ͿyF$0@1۶AuVTv@n'cF@̴@F@ ƾ=p@!6ݠ@ [-GZ@!>v@!ƔS?333334?щENd}u@ҐAǧƋ@d0&F?333333@F@- /@,pcY@-t@+ّD6@+!=c@5bL|]F^"Y +@LA+*@ET@i[W~@F@ভZ@\@2$ܷ@ d8@ @ ?ݣZ`F2tH@uA (@*F@ bѦP@F@ 6i@ :An@x@ i:&F@ L%l@333334xIW|Fv3!ֵ@QpX1A@&)+F@333333@F@!wgi@@#@"-@#0@# q^E@+3333348SF^Ѵ0@?Y@2A@hpǜF@+N;5@F@g/L@bx@ +X@_@n@3?֛eB` Fr}0(CE@ tAaו#k@|AMT@V@F@![O>@$t@#jCb@$r@%I|?ffffffYY@0Eq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: 3@(?C`7֦FSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@ɬEƃ@G-AзI(X@K!.F@DU@F@'Gi'o@'F@'ň i@'|P@'#l\@2ffffg?MdF{vBێ@?TiB2G@ vaF@2">i@F@ x%x3@u[pF@,@ͳF%B@cG@@!F3VW@Հк1AmS Zc@`F@ )Ie@F@|?T@d;@jF]@ kcB@ t6Nv@ ( F.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU?333334?@1E׿_@ԙ*:AcqkW@;(9F?333333@F@)l@([Sr@)`Ut@(rkW@(x ۆ@ffffff?+ HF@ h@3IAݤzv@CF@fe.a@F@ @"Tm) @!@"x˫@"K:@333334?7Jo/F ~@%c%hA 9@bGF@3)=+@F@Ť@!`N@ =OH +@!XT[1@!:x]x@ ?Rs!E+@AAwX9@;q~&]AF@ @F@#C~C@$tq%@$47@$<4@$Œl@ ?W߸F2tH@uA (@*F@ bѦP@F@ 6i@ :An@x@ i:&F@ L%l?ffffff쏰5E'/@G |QALAE @."F?ffffff@F@+1w4@*z@+@*;m#1@)@ +ffffff?TcюE ,t?@ɖH73AջZu@A&suF@ +ffffff@F@#ڤg#.|@$Lfb@$ +D@$@%+L蕣?333333TE8\|@ n݇(Aln@wF?333333@F@5Yop@3O@4?@2 aB)@0?333334ѯFnE׿_@ԙ*:AcqkW@;(9F?333333@F@)l@([Sr@)`Ut@(rkW@(x ۆ@333333?w0[\EPLƼ@qհ!AA%@N٭F@333333@F@&Ca܍@&#@&~dO@&~@&dX@Ϳ::SFXT@(?7ZFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@Ɉ:F"R@| APVZP@?GF@QSa@F@n͕@! m@?5dՙF I}zQ@ъ++A/€@iCF@V}@F@ w@"Γ¨@"'^@"IR@"I@%QFDt@vEAr:@qF@%/[W>@F@Dh@LR@ +M;@@n@a`$@ ?טdPF1ɭ@@֫qǙAoHD@[SdF@ qu"@F@0ǐ@ J0) @wf"l@ y0=@ 8i@?E3@ᱮOA٥3y@-fZ[F@@F@!Ȧ@#|J_@#.v0@#_o@#ʘ@#333333ʼn^ F>?āNKG@k&gA׭W7y@_F@#1@x@F@Y{F۬@w@O_@^-T@ %X%E@%ӘFE [@نb:A󁦉@0F@$!Z@F@08Ȝ8@_ie@HyN@\|e @OZ @'?nFQb:Ȩ@Ĉ>ASdy|iP@F$F@']U\@F@N=SNW+@<a@3r@4E2@ 䛵?θQD"}'@Wr7AP_t +@pF?θQ@F@Aw @?>AN@@@;OӐP@7X`@0CkF%Rh@/ZC:A0@pژxF@&DR?g@F@>ͦ@ F + h@ x@!_@!y @7 'VFvjR{UY@> uA= 3@ MUT@ }9@F@`9@s3@(7@ht@:H"@2?HɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@'?$\fΤFQZk@ҒAر@:F@':hA@F@6|x.u@#;!@Rc5@E@@?ء +E"}-gQ@s!"AA9Y@N"bjF@(F@F@'ef@'UjLVQ@'e,a+@'R Ϛ?@'SG 5@#333333?쿨qƠF>?āNKG@k&gA׭W7y@_F@#1@x@F@Y{F۬@w@O_@^-T@ %X%E@9,QFa"DG׋@^v{Ap~[@ pOăQF@%N=Ć@F@('!-R>@~~M@7đ@/Gmk@Yx&m2@ɱlF6= +@ҳrA@v@{+F@mX@F@ $<{@"I'U@!JcW@"&·#@"`g @"333333?YwF8%zN@׽y&A5A@RIkF@"2Dǰ-Z@F@'$EZ99@Jq\@_{A@ Ǚ[J@ }H[纣@ @ ݠ>F.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU@yX#(F`˾@ұe{Aj@$/F@4 t@F@ $w #@" b?@!9w@"&I0u@"\\?θQ*KD"}'@Wr7AP_t +@pF?θQ@F@Aw @?>AN@@@;OӐP@7X`@4aFPM_=@JFAjp@lF@&D.۵@F@g-F@?+ Kz@I1"?@:Ik@P=3@y°F'U@R!A~@L#Z0F@حV@F@^Zdp@ u a@ q@! j@!x (k@%?_ЧFE [@نb:A󁦉@0F@$!Z@F@08Ȝ8@_ie@HyN@\|e @OZ @3D9\Fplk @ jA A@T@' @F@!7%&@$@#ߪn@$@%rS)@l2?Fq@Е֊A"39i@elF@%@F@tD`@ [Q-@ k\@ ?@!M2O(? +=p +|!Q\ENG9`@:AԶr@D{F? +=p +@F@3%3@1arMA[@2ylE@0q#@/˅@2?<F{<@ [=B5PY@A_t@MB[T@hb@F@aG@o ь@4@{@ m^T@2?잱+,F{<@ [=B5PYNʜ{@z_~Ab~@懎+\F@"f@F@d@#LJ@8VK@{y@^%@2?YMrF{<@ [=B5PYX@ xcF@ff#J@F@!;Gk@"]@"n\@`@"Jˣ@#:j@"?'1{F7# @׈|rAG@l @|-KF@"0Vd@F@6Uq @#s@=@ s,0@ V@?HnF a?@ыaԘWAX!@F@g@F@ +/LEn@"FbT@"%G@"L@"Ds?޸Q?zYYhFXT@?ا(=XEz@ 5gAD&Q@42$F@@F@"͍#@#KR_,@#'@$ 9k@$Mc@333334OxF ~@%c%hA 9@bGF@3)=+@F@Ť@!`N@ =OH +@!XT[1@!:x]x@333334?; \F ~@%c%hA 9@bGF@3)=+@F@Ť@!`N@ =OH +@!XT[1@!:x]x@(?5AFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@)P]/Eanć@2AF]g@1 C;F@@F@"7D"&t@# +Z8@#\lgd@#͝ <@$ +#ۛ@a{qE6_E@#A)Ay= EO@NKiF@@F@&L @'huZ@'c4@'~m@'{@2?qz^$F{<@ [=B5PY?āNKG@k&gA׭W7y@_F@#1@x@F@Y{F۬@w@O_@^-T@ %X%E?ffffff?r0nEq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: @!rc@"2 dc@"x@ffffff}Fꭹ@A2/@"D F@ff#J@F@!D*@"m@"q癳@"d -@#=f@,#pF`յ@m- + +BnFĈ^궹H~F@(1P@F@ Yv17@uVq@˗G@TL\C?*'1h@.?MV*FgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@(?2vFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@5?F"%@AIAتM7@TT@BE@F@8N4@V@@>@!g@ KIT@ͿG6FOq@" U/2AK}@!BF@6dw@F@ q @"?h@!9@"cљJ@"DkM@9]5nFap/X!?@z(A.2@ +tw"F@%h:S@F@U@(ȱ@5eg@s%ʸ@JTC>?fffffg?nW) +E +3G@ mtAxe@<*qF?ffffff@F@+t@*ԣx@+,kN@*]C” @)MA5?Ϳ㵾ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@4F&F](w@AA'y@Ad:BlT@?g@F@!@Kܑ>.@W3@Ֆ;QT@zO|Z@!?&8UdF2gAQl@CpA-|@ FF@ SE@F@1Xx@ 1#/@wl@ a$4@ ѻaҫ@ffffff?p'@>TF@ h@3IAݤzv@CF@fe.a@F@ @"Tm) @!@"x˫@"K:??# +`EU +,@cAѥM@1X F?@F@*3Rjc@*" ׏6@*j +@)@)Jdt?ͿiEE`Td@@A Ì[@W`Ȋ2F?@F@11~@/T-@0<[D@.y@-޶?֪nGWpE3L)@0mAγrH@4uF?@F@* Dq!@)f*@*-5@)3*cd@(J0s@0Ϳs' Fq7sp1@4SApS@ )3KaF@0M>@F@.RbU@? \s@3 +r@_`@<2f?333333/_rpIE~]>E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@$3*FAj@{Q)A A@ܧbF@$5[BE@F@׾ q@Ma@@͸c@jD@#?ɌiFA@M@VgrAxk"@@F@# 1Z@F@@MƊ@Rr:@1"~@_@85FRY@V *O@2?ĭ0> F{<@ [=B5PY m@4?}7xF#@G^BlĦo1GF@0qj@F@ vR׾@RW@aץ@o`^?]yEF&\@333334?J,E&"@qfABw|S@NjF@333333@F@&C@&xɑM@&~;"@&@&> m@'tFm@ҷIPDA]XD@Q?I&F@*f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@,?9֨̐Fcj.-+@h4 Am"@}dF@-Lm?@F@Ƨ+@׏'N@ȝ@D`@C :g@w>(FA!> @Ҳ0R:AH;;@0F@tp$@F@ $@"9=@! +ӯ^@"&w]14@" Q{@ͿA*PrFM+ 2@ +fA򣙲@ӳ~F@:S@F@ qg`!@">=F>@!޷f[q@"cZN@"ՅS@4?񖚩GJFR}@J:Bl5{{FoF@/|m?@F@ n%L#@i@ Ł +?@JԎ?U>-@$?c7:X& FD,@jckQA;Ӛr@eȋF@$ȏ`@F@^̒KhK@ Aa@#~<@i~&@yC!@2?'F{<@ [=B5PY"^A:oO@HF?Q@F@@θTa@=:wV@?ce0@:M#T~@6 <@*݆ PF[#y@?4-A(<^,@˘cF@9h^_0@F@7@Hbv@_e@Wv@|?? +=p +ItݽENG9`@:AԶr@D{F? +=p +@F@3%3@1arMA[@2ylE@0q#@/˅@38QyzFqG@c@AaCD(*@! 7T@"pO4@F@!죞@$u![v@#+p @$ a0@%I@ͿJxkEfAv{@BAr\'@1F@@F@"Ic-@#ۧ@#kFv3!ֵ@QpX1A@&)+F@333333@F@!wgi@@#@"-@#0@# q^E@#333334P/`F>!H]8@hCFAJG)@-3S\F@#1 M@F@> 8@5z;@3|@Dx"xS@  +'za@vΈwEi4>@R0+AP@,{F@@F@!Ӓ@#ae@#5u@@#LN(@#hV@(?׿t`FQ|B@E8AzqA@DWrF@'T:@F@6)sq@'S@;K7B@.)*B"@F@"3333335fBF9E@hAEf@0߉F@"23@F@{p@d[@+@-z@ j=֖Y@ffffff?q#Fꭹ@A2/@"D F@ff#J@F@!D*@"m@"q癳@"d -@#=f@(?J6FSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@5)j)F;m]w@D6A96DrK@E"T@ϿT@F@#-Qf@&En@&ՁD@' +xT@'~@.?_:7Fhg_5@ۂLAo|@aSVFF@.(Y2@F@ˆމ@.v$@tM@7i# @6@.?I$FgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@fffffg?څ韂PEjI@E-=[AM@I˔|/F@ffffff@F@% $*@%8@%RwV@% (y@%wW@.? FgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@rRF I}zQ@ъ++A/€@iCF@V}@F@ w@"Γ¨@"'^@"IR@"I@tӻxEi4>@R0+AP@,{F@@F@!Ӓ@#ae@#5u@@#LN(@#hV@%\FHl1@hoA!l41@f(.F@%o@F@!9@S;Q@R?}@:1@8䬜@333334?;@!c,z@ Mcm@!N@!!?ffffff?钛L$EJcu@ cAX^@IJF?ffffff@F@4 iw)@14:C@2)4@03i@/ЛF@?ҝExE̎kO@ŭsfVA +;"6@L\F@@F@%_%@&!ULӲ@&Gr@&.y,@&LWSP +@?@EfAv{@BAr\'@1F@@F@"Ic-@#ۧ@#k|G@4@Y@-ffffff?E*FcJ@JZY,AL?@,:XT@-jC\@F@R#@@|n@oX@IPo@?].XF"R@| APVZP@?GF@QSa@F@n͕@!@:@M\?Gz?%:E`TQ@0EOA$V@sF?Gz@F@1%@0 cPE@1b=j@/@-̗1@0?v܋FnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@1riPFtY7.@ݯB?A'@ +p +F@1ha Ec@F@vy@K<`f@ViH?n]@3>@A??E@ E3ql@>ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@ffffff?{NEo魬`@__A IRs@M\gF@ffffff@F@%)9@&<=I?@&V]@&H@&dLs @0Ϳ-SK`FXT@6MKFQ\@׷Y]JA8O!z@rɴ1F@&,cA \@F@:D@=oG@ @;]s@!w•@ 333334? tPE3 )@ yBA@?Ii)/F@ 333333@F@#y3a@$o@$x@$QcG@% U~m@,TH[ZFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@ͿW7] E^8&d@~eA?@1%fsF@C핚1@F@"I'@#wj@#k̻@# p7@$_gQ@3333331uFO@90GAO&@ ůF@M]=ȸk@F@䑘@!{-@!]h{@!!W@"J(@,?FabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@5=AFBw`#@—h'Aاl7@ô=T@< +(@F@bp@Wc@*"@w #@ 'q@̿E5F*;;ީP@ը6]N%AI 1}@3F@̐@F@9?@ {C@ I{@ ݇@!SqБJ?333334?MENd}u@ҐAǧƋ@d0&F?333333@F@- /@,pcY@-t@+ّD6@+!=c@ffffff%! Fdu@O/As)? @?uF@f_ح@F@ ˆ!@!ٟ7@!ן1@!d@@"j:R@?tF')@S?A$J@ pF@j@F@4@ P@ q6tT@! A@!w>l@5:Fǚ@$dA?r9@R[wIET@F^"S@F@ yQ@y^`uc@'q;@5bw@ i@?Q9׆DpIv@>"^A:oO@HF?Q@F@@θTa@=:wV@?ce0@:M#T~@6 <?ffffff?Eq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: pFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@1S(E[W~@ JFAԘ;ɳ@FoF@@F@$o9@%_L@%0@%qw@%w @4LT*PFⅬG@,I}A]9.@|]6T@Yt[@F@S'o@eW Q@xwV@cݥ@F@"K!'@# +@#B@$ h @$N/cd@"?SF+.F7P4,@ך+ZPMA䅊_)@dF@!'K@F@Dv@!ƔS@*8A,F[@i#J;AZ@͢hF@+m@F@X!@Z=7;l@L$Jc@ǻOl@ljб8@5?Ϥtr@F#/3@?ZAغн^@ٖjFT@@F@VeD@P@ o@p'@ }YX@333333?M7hF+1,"@zAǩA_ @UKF@2@F@p@ .@ =%L-@ WF׿@!H>9?ffffff?РNE'/@G |QALAE @."F?ffffff@F@+1w4@*z@+@*;m#1@)@4?V(FDO@6A?%Yx@oюBT@Eݗ@F@(@|٪@*^@ XV!Xb@ J??Eͺ@RAYF@rF?@F@*'@* |@*TXJb@)S N@) 5.@ffffffs(ҜfEo魬`@__A IRs@M\gF@ffffff@F@%)9@&<=I?@&V]@&H@&dLs @ҧyF a08@щ,A%U%@e@0?ٛH_+HFq{@ *nAA끳!@ #+ |F@1@F@%rF@2ewQ@'OX^@@f@333333?Y+/ES) @̒]AXQ@6F@333333@F@"Yg@$mF@# 1O@$*9k;@$kFP@%?f$_FE [@نb:A󁦉@0F@$!Z@F@08Ȝ8@_ie@HyN@\|e @OZ @.fffffg4c옐Fh.@ BAcR@ Z +2wF@/qp@F@](@"@%@ Mz)@&$ @333333Q.sES) @̒]AXQ@6F@333333@F@"Yg@$mF@# 1O@$*9k;@$kFP@'fffffg?b6SY*FO0ya@ME|A\F@^oaF@'Xe+@F@xR@d@)@odk@dU'@546Fqt'@i\uA5n5O@59T@#y@F@f@,5ӎ`-@HT3@ 8sU@Fy|@#333334?U[ҨF>!H]8@hCFAJG)@-3S\F@#1 M@F@> 8@5z;@3|@Dx"xS@  +'za@!ܑoBF5|O@S݉ ^A@魞{@ˈTF@!4@F@?=K@%@&~\@ /ږf@ $A@#333333E4F>?āNKG@k&gA׭W7y@_F@#1@x@F@Y{F۬@w@O_@^-T@ %X%E@&fffffg"=ZJFKW@EmDtABdƕ@qm@F@&]3H+@F@C-@"@fy@9@333334?T~BFv3!ֵ@QpX1A@&)+F@333333@F@!wgi@@#@"-@#0@# q^E@2?8:2f^F{<@ [=B5PYE[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@5+YpFA$@{dA<uS@6T@C @F@}#Q@#d@W6-@2f@R/@#ܭՃ=F@D1d@ح74AZG@y\{F@#M߆@F@#4@Vܢ@Q5@2c`8@ -^H@.@w4FgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@9_ FU)ʹK@ظ*Ap~@8cF@&̮G@F@(E҉@C3@X@I}@8?GzH?{1ݙPEt +?(@`AKoڤe@E'F?GzH@F@/EYb@-/rYR@.op/k@, @,` +@?@F@]@ ʪ: @ Y)`o@ Bus@!bVѵ@,?`0|FabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L?333334 EEد]@ԙ*:Ad9g@;\F?333333@F@)loU{@(U7@)`A`@(^Zd;@(w!H]8@hCFAJG)@-3S\F@#1 M@F@> 8@5z;@3|@Dx"xS@  +'za@% FE [@نb:A󁦉@0F@$!Z@F@08Ȝ8@_ie@HyN@\|e @OZ @4Bȣ6F(#D@$~kWdA+A 2L@T@Q-@F@7M,@H@&7N@bo@Ex@(EaFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@.?@ PFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@'?ԱJFQb:Ȩ@Ĉ>ASdy|iP@F$F@']U\@F@N=SNW+@<a@3r@4E2@ 䛵@3?>F5xKg@VBbn,/mdF@0|hM@F@!1 @xt8@0"@ j1/?xA@@#Ϳ&rFXT?θQ?d?`D"}'@Wr7AP_t +@pF?θQ@F@Aw @?>AN@@@;OӐP@7X`?fffffg?L*h E'܉@!+ A\,A@H.!RF?f—@F@(Unvd[K@(J*@(7 gAb@' +c@'֑?\([[EqS2 @AĆc"Fg@djUF?\(\@F@/rE@-Gs̟@/^o^@-,k$@,K?Ϳr!EYp&@7[3XAP@BiF?W2@F@("^;@(n(@(9^@(JdR5@("#-/?@? jƂF6= +@ҳrA@v@{+F@mX@F@ $<{@"I'U@!JcW@"&·#@"`g @3?G^[F5xKg@VBbn,/mdF@0|hM@F@!1 @xt8@0"@ j1/?xA@?θQj<FXT@?Ԍ)nF$f@9 Aဩ6aw@"F@̳_=}9@F@p蓇@!@ d@!;Y+2G@!436a@(?FSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@5?3} Fd@_zBn|]wT{oF@0f+U @F@ @"kş@!/X@%dr@'J@?ᑶ@2?tFxp9{d@ _ B80@ MF@1_a(@F@ _ٌ@C@*< @omi@M9j8b@)333333dzFFU=-@ib?A`?%q1@F@)n~@F@q)n@o(0@bil@@JV@5?- F@,A؏S@Ȟ|T@Կ @F@$(a@`b-L@u0@9`@ A4@333334?eF ~@%c%hA 9@bGF@3)=+@F@Ť@!`N@ =OH +@!XT[1@!:x]x@̿}ЊF`@u3@ҟ~ g Aң&o@ٻF@:%@F@ -<@"nr)y@!@"-wnce@"BI@ͿڬaDFO5Z/@!2rJAyK@3VF@'@F@ qr*@">͇۩@!l :@"cΈ1@"$+@333334?Q}E&"@qfABw|S@NjF@333333@F@&C@&xɑM@&~;"@&@&> m@!?NMF2۸`@io'A8f@מIEF@ y@F@:U@ 5E6@s@ d'H@ 2g?9^+zEͺ@RAYF@rF?@F@*'@* |@*TXJb@)S N@) 5.?333334oENd}u@ҐAǧƋ@d0&F?333333@F@- /@,pcY@-t@+ّD6@+!=c@ͿPdE^FPxf@'xAͼg @2YF@e^(C@F@"JW@#1=!@#kЗ @#K)@$w @#?^F@D1d@ح74AZG@y\{F@#M߆@F@#4@Vܢ@Q5@2c`8@ -^H@5 xPzFdƉ9@=ANR%@2y.T@SJm3@F@# ~@%6Z@%Fj@&4[ @&~'@.?93FgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@?GA@FQ@$"JAIds@ F@̉J@F@ 6M!@"/U@"XHSl@"%@#'xT@2OYFXT@4^pF4I@ک`AݖB@IxT@:qxB@F@ǖO%@~[@p"Y@K܀@kG@5?"-,Fd@_zBn|]wT{oF@0f+U @F@ @"kş@!/X@%dr@'J@?ᑶ@)333333?蘚Γ,FU=-@ib?A`?%q1@F@)n~@F@q)n@o(0@bil@@JV?\([?ڴzEqS2 @AĆc"Fg@djUF?\(\@F@/rE@-Gs̟@/^o^@-,k$@,K@ ̿&:4aF2tH@UA㦂̈́@!w.F@ #co;@F@ #A@ : +"u@fsL@ i+^h@ <)@"h=40F7P4,@ך+ZPMA䅊_)@dF@!'K@F@DN?"@*?ͿBFX-r[@َ5Ah@&VF@)@F@W:u@,е@,=C@AK2@ȯ;@ಟ((F)X@rg 2A!z@B$fF@$@F@}Ph"@!p@!EIk9@!ԻWf7@"5d9@ 333334?QFE3 )@ yBA@?Ii)/F@ 333333@F@#y3a@$o@$x@$QcG@% U~m@ ?QHF18< @ֻl-GAo7}@ۉc[F@ r}ݺ@F@(6@ Gj[{@m +*@ v-"v@ 愁6@?MF$0@1۶AuVTv@n'cF@̴@F@ ƾ=p@!6ݠ@ [-GZ@!>v@!ƔS@?ͺk~E"q@s=ie(Apid4@NJ9F@2@F@'en@'UikD@'e)Mn@'R`p@'S\Q!k@ ?~~(_tF.D5O)@!ȯ-A׮`a@4'fF@~@F@L @ +`@ n@ +@!!Ǻ?@%Ϊh[ FDiN@yzAlf@EF@%'8}H@F@E)@ @ u.@p +yj@b{@ ?98F2tH@uA (@*F@ bѦP@F@ 6i@ :An@x@ i:&F@ L%l@.?& FgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@4?EAF#@G^BlĦo1GF@0qj@F@ vR׾@RW@aץ@o`^?]yEF&\@?ƴ@Ez@ 5gAD&Q@42$F@@F@"͍#@#KR_,@#'@$ 9k@$Mc@333334?\E|F ~@%c%hA 9@bGF@3)=+@F@Ť@!`N@ =OH +@!XT[1@!:x]x@0ݢJL=FnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~?֪Eͺ@RAYF@rF?@F@*'@* |@*TXJb@)S N@) 5.@(?| HFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@&fffffgӛ-FKW@EmDtABdƕ@qm@F@&]3H+@F@C-@"@fy@`a@ /e@,?z×Fa_I @ANAI7J@ ?{F@+fI<@F@@f#Zqf@g/@z~xv@[ @$ffffffUFB\~P!@+S A 9M@lF@$b*@F@}Lf@L3@PXC>@' l@O@(?W}(FQ|B@E8AzqA@DWrF@'T:@F@6)sq@'S@;K7B@.)*B"@F@5?ZP>d_Fr8@j^Bn2U0?N F@+ x@F@ U!TG@# c@@Dɱ?`ӎP@1?=DBFs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@ffffff?οEw@`M$A L@L]'F@ffffff@F@%ƌN{@&;kg\?@&j@&H{@&cBi@ffffff?xWFꭹ@A2/@"D F@ff#J@F@!D*@"m@"q癳@"d -@#=f@ͶE2{@#h$Ax5z_o@O8?F@@F@&dL@'&2@' Nx@'G@'t@䞆nJE3@ᱮOA٥3y@-fZ[F@@F@!Ȧ@#|J_@#.v0@#_o@#ʘ@4t| F٨H@niAی@C0+T@TK3@F@II@`^@ Td@c @ BR +@,@}WHFFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@#rtF>Nʜ{@z_~Ab~@懎+\F@"f@F@d@#LJ@8VK@{y@^%@5 ƤtFSN@ϲAZ\w&4@}ST@P@F@d@sLc^!@!2m)'@N qG@ lߧ=9@333333?eF-@=:+6A&u@ 99F@7q\1@F@u 7@!ڗ{s@!^t@!4\@"L% ˦i@'̿J"QFQb:Ȩ@Ĉ>ASdy|iP@F$F@']U\@F@N=SNW+@<a@3r@4E2@ 䛵@3$dFq˥@q2lA%ܘY@mh]@T@x@F@![O>@$@#jCb@$r@%Y|@ 33333410E8?@y?A@?!,LF@ 333333@F@#ڎn@$<>6[@$y @$Ҝ +d@%ZpoL@)333333?ĄқpFV/eTH@/! LjA.O)}9@ ڄF@)tj@F@K!!1@D~@8PVc@>%@޶@fffffgEE2N@aaaA׎X 2@8bF@hJ\@F@"X={@$1?o@#%V@$I{,@$Gh@( FQFb@,AM@BF@(%@F@*"j@Ƃv]@ 9@Kay@|:|@333333?,\:Fh'h)@P0 PrAgv@&捍 F@333333@F@!x7z@#If @"dw?.@#1(@#1zh ?V0'EU +,@cAѥM@1X F?@F@*3Rjc@*" ׏6@*j +@)@)Jdt@ffffff?ӸxFdu@O/As)? @?uF@f_ح@F@ ˆ!@!ٟ7@!ן1@!d@@"j:R@ ?ЗzKPE:\@6AZ9z@<8F@ @F@#Ep@$u9s7,@$68!@$JJ}@$Ƽ:?fG̿E3L)@0mAγrH@4uF?@F@* Dq!@)f*@*-5@)3*cd@(J0s?ffffffؿ}+0Eq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: 3i@nP@=ʕГ@)SWFՀ@ұ2AeydM@T]vF@ +'!@F@ $c @!@!Ā?:@"&)}@"p@*?E7uFX-r[@َ5Ah@&VF@)@F@W:u@,е@,=C@AK2@ȯ;@1?!Fs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@ ]y(aF"ܹ g@]=oAo;@+F@dZ@F@.\@ ,H@ w<@!ś@!g۞@ ?‚YE![@rfOAգVY@;ÒF@ d>@F@#DO@$t;#w@$5C@$ms@$>/@ffffff^>YF]2@>A!m@"-EF@ff#J@F@!w+fA@"Fy@"pb_;:@"7N@#E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@'{FXT@N Ez@ 5gAD&Q@42$F@@F@"͍#@#KR_,@#'@$ 9k@$Mc@+333334HnF^Ѵ0@?Y@2A@hpǜF@+N;5@F@g/L@bx@ +X@_@n@1?]3HFs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@fffffg??;>F/*j@.HAݛ-tgF@^KF@fe.a@F@ @"V=&A¥@!ok@"ziR@"ҽDΡE@#?,F@ )"ATYHn@ũ\T@hb@F@#o@&RC߉s@%Mo@&/`^@''!M@333333?(pGFl@Py'yAs-@&]- F@333333@F@!xnW.n@#@2`@"N@#1tW@# ҇@?!6E3@ᱮOA٥3y@-fZ[F@@F@!Ȧ@#|J_@#.v0@#_o@#ʘ@?3jEanć@2AF]g@1 C;F@@F@"7D"&t@# +Z8@#\lgd@#͝ <@$ +#ۛ@&?*d Y8FM u@;#bAnKA;@[q3F@'M_Ë@F@*m@^E1@R1@%Q$l@]C@1eL$=VFXT@"oDΖF7O!d~@OsA쮣0 N@ F@.|hs@F@%0Pm@ <@J>@t]@;/;?ffffffҏ+/Eq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU?Gz?+šE`TQ@0EOA$V@sF?Gz@F@1%@0 cPE@1b=j@/@-̗1@ٟ]EG+q@ ]AAJw@5L\FF@gS@F@"U@#rD@#܅fp@$ gߣ@$N *y@fffffgg|EjI@E-=[AM@I˔|/F@ffffff@F@% $*@%8@%RwV@% (y@%wW@fffffg?nG4`EjI@E-=[AM@I˔|/F@ffffff@F@% $*@%8@%RwV@% (y@%wW@1Fs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@-ffffffr(Fc}8@+|TjA8ԅ7@'쟣T@-7@F@Ƙ@ }@B;n8@{aa]@Kn`w?ffffffIzaEq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: @R0+AP@,{F@@F@!Ӓ@#ae@#5u@@#LN(@#hV@1?ϬxȤ$Fs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@3333346JF ԈF@*$5A@ zAF@3(0@F@p?@![MH@ !R:@!_謆@!])@&?7׀^FI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`?Qt΀"Ep"ِ@͗EAPb/@{jF?Q@F@0|@.'u@/Mj:@-g4o@,|<(k?ffffff?V~. PEq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: ?āNKG@k&gA׭W7y@_F@#1@x@F@Y{F۬@w@O_@^-T@ %X%E@)333333?|FU=-@ib?A`?%q1@F@)n~@F@q)n@o(0@bil@@JV?Gzc8FE`TQ@0EOA$V@sF?Gz@F@1%@0 cPE@1b=j@/@-̗1@0333333lDz˂Fp" +e@bMAjP7b&@ l`F@0\1P@F@ڤ@ +=R@^v@q.0r@eЈiP?Q@9mFXT@kgFm@ҷIPDA]XD@Q?I&F@*9?Q?E dDDpIv@>"^A:oO@HF?Q@F@@θTa@=:wV@?ce0@:M#T~@6 <@( H4*FS \@z|AA'@b>nF@'Z@F@4!pwZw@R-]M@XA@L% )@8b@ffffff?޶XF]2@>A!m@"-EF@ff#J@F@!w+fA@"Fy@"pb_;:@"7N@#3i@nP@=ʕГ@ 333334?o\AxE8?@y?A@?!,LF@ 333333@F@#ڎn@$<>6[@$y @$Ҝ +d@%ZpoL?333334?_Eد]@ԙ*:Ad9g@;\F?333333@F@)loU{@(U7@)`A`@(^Zd;@(w9?333333oMTE8\|@ n݇(Aln@wF?333333@F@5Yop@3O@4?@2 aB)@0?Qn; DpIv@>"^A:oO@HF?Q@F@@θTa@=:wV@?ce0@:M#T~@6 <@&?d`FI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`@4pF+@V!FcqAO΢ @̉{T@hQ@F@X@B$J@U@]5@ c~|0?333334?Y^ENd}u@ҐAǧƋ@d0&F?333333@F@- /@,pcY@-t@+ّD6@+!=c?Ϳwq-ɴE @7[Ac@^GF?@F@,~Sq@+LMh@,Z;^@+s@*jErs?\:7EU +,@cAѥM@1X F?@F@*3Rjc@*" ׏6@*j +@)@)Jdt@ ?%׈F2tH@uA (@*F@ bѦP@F@ 6i@ :An@x@ i:&F@ L%l@+333334?1mF^Ѵ0@?Y@2A@hpǜF@+N;5@F@g/L@bx@ +X@_@n@p;Eƃ@G-AзI(X@Ka_F@fQ@F@'GpĈ@'Z=@'ň\@'@'"#?Nv~+@E`)@0mAγ*@4oĈRiF?@F@* /-3@)Cig@*&`k@)3$Xd{@(k@oވFXT@!}$F3VW@Հк1AmS Zc@`F@ )Ie@F@|?T@d;@jF]@ kcB@ t6Nv@&?@m/(FI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`@턌F@Ү[yA=X@cyASdy|iP@F$F@']U\@F@N=SNW+@<a@3r@4E2@ 䛵@4?A=@F2E@S*\AAb/f 8@T(ژT@'qp@F@Qo19@V@ wg)@XJ@ `Xd??tE"nΧ2`@wzA,ڲ;@mqF?@F@6BzՌ@3"@h@5? h@3@1ƌ@333333FFh'h)@P0 PrAgv@&捍 F@333333@F@!x7z@#If @"dw?.@#1(@#1zh ??<77E3ql@>ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@1x OFtZ$@vb@IBm@@ {=DF@0F4A@F@(# +@f +@p +}8@6+@:@ffffff?荅UEo魬`@__A IRs@M\gF@ffffff@F@%)9@&<=I?@&V]@&H@&dLs @#333334?y܏F>!H]8@hCFAJG)@-3S\F@#1 M@F@> 8@5z;@3|@Dx"xS@  +'za@fffffg?Y@EҤ^@@1rA׍R4@8` }F@f5@F@"!D@$1@#/@$I;K +X@$%(u;@ ?;p{HF.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU@"?*E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@7jF)|@՗"ZCpAEy@̪F@]m@F@CFRm]@ vN@ M}@c@ Zl;5@!V +K@ 333334?~SE8?@y?A@?!,LF@ 333333@F@#ڎn@$<>6[@$y @$Ҝ +d@%ZpoL@0?u$UtFnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@4Fc}!@|+KGA @ZSg߀T@[l@F@)Ty@@@1S1_ @ +@ }A+@5?~?pFA[T^Z@ĉ]AC_)@MnT@^灃@F@\7i B +@!uP{@ψqBL@LR&@ e᳆@̿IyS`F*;;ީP@ը6]N%AI 1}@3F@̐@F@9?@ {C@ I{@ ݇@!SqБJ@?;bD@E*%@ ]AA&$G@5xF@Bo@F@"N@#@#1@$ h@$N0(@]*hEanć@2AF]g@1 C;F@@F@"7D"&t@# +Z8@#\lgd@#͝ <@$ +#ۛ?Q?'"D"@·AF@ qF?Q@F@BR7xxv@A +)@@/vU0@>puX@8]`?fffffg?@E'܉@@#Aa[2@HZE7iF?{Q @F@(U~s܅$@(/2 @(7մom@'pr @'_~@K64FA!> @ҲiFIA46O$@έ[F@)b@F@ $;ɩ<@"HT@!7l@"&Ao@"@?333333#E8\|@ n݇(Aln@wF?333333@F@5Yop@3O@4?@2 aB)@0@(?w&\FSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@ ?Y'eF1<;q@ִ1XO^A`;,o@@~/F@ s.0@F@374@ LP@H8!@ {"J@ ze@-ffffffۍxHFcf@ sAsA@%޽OET@-(9-@F@;R~@-H@-Gi@wR#і@{0t4@fffffg?ԻBF/*j@.HAݛ-tgF@^KF@fe.a@F@ @"V=&A¥@!ok@"ziR@"ҽDΡE?ffffff@E'/@G |QALAE @."F?ffffff@F@+1w4@*z@+@*;m#1@)@ ?], F.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU@.DbnFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@fffffgF/*j@.HAݛ-tgF@^KF@fe.a@F@ @"V=&A¥@!ok@"ziR@"ҽDΡE@333333mRWFXT@?~JF$@r;@jAbqA!m@"-EF@ff#J@F@!w+fA@"Fy@"pb_;:@"7N@#"^A:oO@HF?Q@F@@θTa@=:wV@?ce0@:M#T~@6 <@(& :FQ~@ں姦=zAZ@A5}F@(=@F@'i)@^=@ +5@}c"?\@x `S@ `F.Bj@UÄ(A勷6@i۽"F@\@F@1n-LU!@ (Ǩ#&@sؤ҅@ T@ [@!oЌ^F2۸`@io'A8f@מIEF@ y@F@:U@ 5E6@s@ d'H@ 2g@3.|^€FrLRAt@{?A%( +@T@@F@!R@$.@#80@$|@%Z 5BzA@0?$?0FnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@(?33J|FSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@f5` +EcW8Lu@ =/AB/G@5ǭF@Ɔa@F@"rx#@#Sk@#ǐ:@$ 9d@$M +Y@0?#GcFnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~?陙I?ER]@g<\gA=^o@v NrF?陙@F@2Im#J@0 @1V~p@0.b@/,@##7kF@D1d@ح74AZG@y\{F@#M߆@F@#4@Vܢ@Q5@2c`8@ -^H?ffffffۆ=E'/@G |QALAE @."F?ffffff@F@+1w4@*z@+@*;m#1@)?Q뿠рDpIv@>"^A:oO@HF?Q@F@@θTa@=:wV@?ce0@:M#T~@6 <@ JE *S@~ ;A[J*@B}fLF@ @F@$@% @$p#@%^)@%P4so@1hFXT@#333333/Gr$VF>?āNKG@k&gA׭W7y@_F@#1@x@F@Y{F۬@w@O_@^-T@ %X%E@,?x9%FabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@!zoXFXT@2ڏ]FzdU@:o<B0| {?sϖF@1[l7a@F@Un@ $@μ$@-d@&l DS@?;UzF.K@ӜM3MGA@xr +@FF@|J@F@U{#@!Mlk@!442@!B~@- +@"&ʎ4L@0?0G8FnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@)333333ߌdFU +29@E]||A5ĵ@1W1sF@)ȟ@@F@ @:u@|Uk@υ@f&K?陙}BXER]@g<\gA=^o@v NrF?陙@F@2Im#J@0 @1V~p@0.b@/,@0w^`Fnt^-@ PB$-1@ hF@E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@+333334?*XF^Ѵ0@?Y@2A@hpǜF@+N;5@F@g/L@bx@ +X@_@n@'2|FXT@Ϳv zHE"q@s=ie(Apid4@N0BF@P@F@'eH@'UiZ@'e)Y@'R@'S\ϖ!@(8FSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@OgO\XF I}zQ@ъ++A/€@iCF@V}@F@ w@"Γ¨@"'^@"IR@"I@0@=}FnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@333334߯)agF c8nD@"M­NAŚQQ@OڃF@3*cP@F@>;@!c,z@ Mcm@!N@!!@fffffg?ŒH`EjI@E-=[AM@I˔|/F@ffffff@F@% $*@%8@%RwV@% (y@%wW@ CMEF.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU??P +Eͺ@RAYF@rF?@F@*'@* |@*TXJb@)S N@) 5.@(;؍lĚFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@5SvCF~@*39s}AوC@T@f:@F@D@ +@@@S@ Yʬ .z@?AO^`F"즩;3@ҙɘ0^A޶X?@H%F@}At?@F@ 3~xͺ@" >@!rc@"2 dc@"x@ffffffar$ɤF]2@>A!m@"-EF@ff#J@F@!w+fA@"Fy@"pb_;:@"7N@##*Apf.P@F?Q@F@BfF 0@8~H@qE#Բ@Ɛ EAӠ`@Jv4F@@F@%0;"@%%C@% <@%Ϊ@&Ì +@(F՟r @ҰYAnNC @i)hF@ Ժ@F@ $@i@!9l2@!D +@"%R2@"!O@(&tulFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@333334͜㝛Fv3!ֵ@QpX1A@&)+F@333333@F@!wgi@@#@"-@#0@# q^E?Gz?䤡NEEF6Y@0XAߕ@ +@9\T@:9$@7NфH@34Ⴅ9@Ϳ2>F$inC@E8?YAuC@ F@'"S@F@ȟR@ TPz@H,+@ xգ@ 6^@?PFm@ҷIPDA]XD@Q?I&F@*f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@̿#KF$f@9 Aဩ6aw@"F@̳_=}9@F@p蓇@!@ d@!;Y+2G@!436a@ ?|dPE *S@~ ;A[J*@B}fLF@ @F@$@% @$p#@%^)@%P4so@?ZE3@ᱮOA٥3y@-fZ[F@@F@!Ȧ@#|J_@#.v0@#_o@#ʘ@.?v/ +FgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@Ϳ[Y>iE"q@s=ie(Apid4@NTpF@aI@F@'eꔫcO@'UiM9@'e) HF)@'Rֿ{@'S\%@ 333334QnE8?@y?A@?!,LF@ 333333@F@#ڎn@$<>6[@$y @$Ҝ +d@%ZpoL@+_?4 ` F\^Â@?yUEAkw @&5*F@*!laR@F@AI(@Nőw@>3i@nP@=ʕГ@fffffggoE2N@V+?A׍.@8c[F@gj^p@F@"$gP@$1|@#p@$I4@$#+!@iE3@ᱮOA٥3y@-fZ[F@@F@!Ȧ@#|J_@#.v0@#_o@#ʘ@!)pF5*@Ӌ)A{[Z@KsF@/Ahr @F@wYc:@]V1@J4R@5@pr,@6v1>FXT?Gz~h E`TQ@0EOA$V@sF?Gz@F@1%@0 cPE@1b=j@/@-̗1@2ffffg?ҙF{.@˟B +m@ |F@2{ߏG0@@F@ r`각@|- @!7@Aݺ7@]ʓJ@?-Fai@q1aA +@,ż+F@g۱l@F@~3Y@!?m@!FRV|@!r3x@"6'"[ @"Ys杤F7P4,@ך+ZPMA䅊_)@dF@!'K@F@DɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@ +ffffff KE ,t?@ɖH73AջZu@A&suF@ +ffffff@F@#ڤg#.|@$Lfb@$ +D@$@%+L蕣?Gz\giEF6Y@0XAߕ@ +@9\T@:9$@7NфH@34Ⴅ9@#?NavxFA@M@VgrAxk"@@F@# 1Z@F@@MƊ@Rr:@1"~@_?333333?A<܇E~]>E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm?ffffff꽼 E'/@G |QALAE @."F?ffffff@F@+1w4@*z@+@*;m#1@)@?雇E6_E@#A)Ay= EO@NKiF@@F@&L @'huZ@'c4@'~m@'{@333333?AjF+1,"@zAǩA_ @UKF@2@F@p@ .@ =%L-@ WF׿@!H>9@֩(E[W~@ JFAԘ;ɳ@FoF@@F@$o9@%_L@%0@%qw@%w @&@rrFI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`?(\)?"iGIE QF@,,wAX5k@t#0F?(\)@F@,"P@+y@-dv@+^R0c@*t@*?dkPFX-r[@َ5Ah@&VF@)@F@W:u@,е@,=C@AK2@ȯ;@?" Fm@ҷIPDA]XD@Q?I&F@*FXT?GzijEF6Y@0XAߕ@ +@9\T@:9$@7NфH@34Ⴅ9@ͿZ(F$hD%@\A<@Y7:_F@b(@F@ / @!ڽ@ 6%@!>?ʗT@!?3@oވFXT@(?g(ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@$Ϳ +h#pFD,@jckQA;Ӛr@eȋF@$ȏ`@F@^̒KhK@ Aa@#~<@i~&@yC!@0ÑJRg~ Fmue4*@,APr9@ d3&F@0|E˼,@F@@pI@A@<]54@8=@333333_@رF+!`d@ի&3qARi@#^F@"5@F@_Dv@ S@ /Ax,@ ͺ @!9[|\)@"[N%tF7.@|JAO!@nF@"Pl@F@3q^@,/@рg@ 0N@ }K@!7|/`F2۸`@io'A8f@מIEF@ y@F@:U@ 5E6@s@ d'H@ 2g@ ?DÄF.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU@&Ϳ-PFMhm@/4xAꋪ@Yv~F@'k:@F@؏3"@[eʏ@ܡB@fj@C3?333334?٨_%ZxENd}u@ҐAǧƋ@d0&F?333333@F@- /@,pcY@-t@+ّD6@+!=c@)333333?2s֨XFV0@*ɁNA:<#@ iF@)ʖ@F@IP|@B#u03@6Yj@ +"6@ey@u~Ev@[eAиGnz@K3F@7@F@'Bq@'mb(w@'(@'Is @'d?ffffff?R(E'/@G |QALAE @."F?ffffff@F@+1w4@*z@+@*;m#1@)?Ϳ۟lJ E3ql@>ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@0?(FnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@#_0F< |@?R}A太]@ӳpF@#lC@F@t-)ܘ@߻@(1@.@ 5nS@.?CFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@2ffffg?)^.F{k@&<'B4==Р@-#F@;+C@F@ &'!7@]b@E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@0?EJFnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@򗠝j FXT@ 333333q j`F/fs(@Fn;&fArWN@rF@ 21@F@(=d@ yW@ ]|8@ 6'v@!hb?ffffffs( E'/@G |QALAE @."F?ffffff@F@+1w4@*z@+@*;m#1@)?*k4EyEH[@bAϷ[X@?Y@R0+AP@,{F@@F@!Ӓ@#ae@#5u@@#LN(@#hV@]luFai@q1aA +@,ż+F@g۱l@F@~3Y@!?m@!FRV|@!r3x@"6'"[ ?陙iAMER]@g<\gA=^o@v NrF?陙@F@2Im#J@0 @1V~p@0.b@/,@333334 FXT@2?I"F{<@ [=B5PYa@ jR@ [f8[@ 9R @!cY ?Q?zYYhDpIv@>"^A:oO@HF?Q@F@@θTa@=:wV@?ce0@:M#T~@6 <?ͿBkE`Td@@A Ì[@W`Ȋ2F?@F@11~@/T-@0<[D@.y@-޶@ Ϳ XF1Z4@-#AFۇ@/y_F@-YY_a@F@ +t@<|@!@/y8_@@闫z@K[cEF@@F@%T0b @% @% Ck@%C}@&&@41e,@Fa#@5rCAI5@-T@<@F@Zn@NިD@aJ@%шj@ ddK@(?̔T FSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@$ffffff?MuFB\~P!@+S A 9M@lF@$b*@F@}Lf@L3@PXC>@' l@O@3?AOnF5xKg@VBbn,/mdF@0|hM@F@!1 @xt8@0"@ j1/?xA@@!Ԩ}(F3VW@Հк1AmS Zc@`F@ )Ie@F@|?T@d;@jF]@ kcB@ t6Nv@$Б(:pFAi$/0@߃AsV&@fZIF@$"},{@F@6w@T@h%l@rKp @޲@?ʼnCF.K@ӜM3MGA@xr +@FF@|J@F@U{#@!Mlk@!442@!B~@- +@"&ʎ4L@ffffff%ZEw@`M$A L@L]'F@ffffff@F@%ƌN{@&;kg\?@&j@&H{@&cBi@+333334?nGF^ڣ@@ۖq dAHFVI@\rF@*GX@F@:ʳ @`;J@@Zx?@:^@ ?FF.D5O)@!ȯ-A׮`a@4'fF@~@F@L @ +`@ n@ +@!!Ǻ?@(gIFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@? a/MkxEz@ 5gAD&Q@42$F@@F@"͍#@#KR_,@#'@$ 9k@$Mc@pUQpEc@QUA*@,|F@@F@!N _@#b@ *^@#gI@#9@#54@,FX5FabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@2?3$F{<@ [=B5PYASdy|iP@F$F@']U\@F@N=SNW+@<a@3r@4E2@ 䛵@.?-sFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@?%KyـFai@q1aA +@,ż+F@g۱l@F@~3Y@!?m@!FRV|@!r3x@"6'"[ @'fffffg?ڃFO0ya@ME|A\F@^oaF@'Xe+@F@xR@d@)@odk@dU'@ + +=p'REjzD@ɶsGAռr]ՙ@E ۓDF@ + +=p@F@##Kױ@$VU@$@$FM@%'&B@(=FQ}@ʰAN@@Dr]F@(*>//@F@3Uy5@"y@t{@hO@\a?pE!E'@,,Aλ;^@4HF?81@F@* ʦ6p@)E]L@*z\@)3N_\@(٠O@1?ɰxTPFs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@2@9QF{<@ [=B5PY@R0+AP@,{F@@F@!Ӓ@#ae@#5u@@#LN(@#hV@333334??pE&"@qfABw|S@NjF@333333@F@&C@&xɑM@&~;"@&@&> m@F)X@rg 2A!z@B$fF@$@F@}Ph"@!p@!EIk9@!ԻWf7@"5d9@0?)FnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@"⌦F7P4,@ך+ZPMA䅊_)@dF@!'K@F@Dv@!ƔS@?C0/Fbck%@ѿcAMõrZ@}1F@yB@F@ j|@"kj>@" h@" +#\w/@"<@2?M88F{<@ [=B5PY m@?_PF.K@ӜM3MGA@xr +@FF@|J@F@U{#@!Mlk@!442@!B~@- +@"&ʎ4L@, bFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@!醹L2F3VW@Հк1AmS Zc@`F@ )Ie@F@|?T@d;@jF]@ kcB@ t6Nv@333333 x_QFt@\RL;RQAP@ͻ F@%k}@F@*@ ˨2@ iI&@! n6Y@![=?DлEͺ@RAYF@rF?@F@*'@* |@*TXJb@)S N@) 5.@Ԃ5HFai@q1aA +@,ż+F@g۱l@F@~3Y@!?m@!FRV|@!r3x@"6'"[ ?\([bEqS2 @AĆc"Fg@djUF?\(\@F@/rE@-Gs̟@/^o^@-,k$@,K@U F.K@ӜM3MGA@xr +@FF@|J@F@U{#@!Mlk@!442@!B~@- +@"&ʎ4L@fffffgvA~(FXT@oZ Er +@4ہکA"u>u@0TKYDpF@@F@"5^#@#ʧ&@@#[!ş@#G@$}r@"( F7+0@׉7A>&@Řu&F@".E@F@7ۙ'@Gt)@ʢ|w?g@ ‚F@ KI@ @F@]@ ʪ: @ Y)`o@ Bus@!bVѵ@fffffg4l2A\EjI@E-=[AM@I˔|/F@ffffff@F@% $*@%8@%RwV@% (y@%wW@?ڤJPFҊ`@Үq3ǚA'q:H@9F@<3@F@ #Xq@!=\j@!"@#@"%p@"S c@)333333_$@FV/DvN@0'A-Ɖ.y:@  9aF@)tUGZ2@F@K9f{@D+G=L@8jyd@$I@;@ ?ʊ7E+@AAwX9@;q~&]AF@ @F@#C~C@$tq%@$47@$<4@$Œl?θQ׀D"}'@Wr7AP_t +@pF?θQ@F@Aw @?>AN@@@;OӐP@7X`?kQFXT?ffffffZxdEq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: ASdy|iP@F$F@']U\@F@N=SNW+@<a@3r@4E2@ 䛵?333333? eV<E8\|@ n݇(Aln@wF?333333@F@5Yop@3O@4?@2 aB)@0@.?/^ZWFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W?޸Q?l]FXT@Td_E%@ 5gA>93@0၄F@ :p@F@"gz4@#t@#|Kh<@#c#@$ w?J~FXT@.?K hFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W?ffffff?qTEq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: 3i@nP@=ʕГ@5?OBӚFd@_zBn|]wT{oF@0f+U @F@ @"kş@!/X@%dr@'J@?ᑶ@ ?}⓸E+@AAwX9@;q~&]AF@ @F@#C~C@$tq%@$47@$<4@$Œl@(?HFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@333334F ~@%c%hA 9@bGF@3)=+@F@Ť@!`N@ =OH +@!XT[1@!:x]x@.Kd.FgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@ ?}EtPF.D5O)@!ȯ-A׮`a@4'fF@~@F@L @ +`@ n@ +@!!Ǻ?? +=p +ր{FXT?\([?Wɳl EqS2 @AĆc"Fg@djUF?\(\@F@/rE@-Gs̟@/^o^@-,k$@,K?񙙙?L+EuGu@EV5A.@82uF?񙙙@F@.~@-a}@. @,@+ {9@ +ffffff#IE ,t?@ɖH73AջZu@A&suF@ +ffffff@F@#ڤg#.|@$Lfb@$ +D@$@%+L蕣??X1 @E`Td@@A Ì[@W`Ȋ2F?@F@11~@/T-@0<[D@.y@-޶@333333?)|F+P%@cK2VAglA5G@m!F@2V@F@6\@ @ ;T@ >7y@!Fz@ ̿jRE+@AAwX9@;q~&]AF@ @F@#C~C@$tq%@$47@$<4@$Œl?陙?'UޔPER]@g<\gA=^o@v NrF?陙@F@2Im#J@0 @1V~p@0.b@/,@&?dFI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`@'fffffgO`pFO0ya@ME|A\F@^oaF@'Xe+@F@xR@d@)@odk@dU'@?۩N9/ Fbck%@ѿcAMõrZ@}1F@yB@F@ j|@"kj>@" h@" +#\w/@"<@ ̿P@F2tH@uA (@*F@ bѦP@F@ 6i@ :An@x@ i:&F@ L%l@3?{&F5xKg@VBbn,/mdF@0|hM@F@!1 @xt8@0"@ j1/?xA@@?Є pFQ@$"JAIds@ F@̉J@F@ 6M!@"/U@"XHSl@"%@#'xT?陙඗ ER]@g<\gA=^o@v NrF?陙@F@2Im#J@0 @1V~p@0.b@/,?ͿۏpEXQ@8:Ab@B#pF?@F@(8@(nH5@(Eû@(J?3@("v O@02+ෲFnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~??^Ѝ€Eͺ@RAYF@rF?@F@*'@* |@*TXJb@)S N@) 5.@2@'Fw=?@ӥCQB 8$Pt@[\cnF@S 5@F@ }(@ʌ"@a:@̜Ag@Kӫ@TE[W~@ JFAԘ;ɳ@FoF@@F@$o9@%_L@%0@%qw@%w @ffffffܒVXEt<@`,%ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@6@dDFVbP@ڧGWA;Ko@sbzF@!]!@F@]UΘ@k^@5-[@_J]@Y`@p +=q|cEŰklWx@Ġ2 /7ATy>=@PgF@p +=q@F@&-y[@&Qr7:@&mt@&-fw6@&A<@Ϳ(:SBE"q@s=ie(Apid4@NJ9F@2@F@'en@'UikD@'e)Mn@'R`p@'S\Q!k@Ϳ!E"q@s=ie(Apid4@N؎F@0H(@F@'e'@'Uif@'e(D^@'R@'S]А@(Cc>FQե=\@U$A북9[4^@CF@(Geں@F@0EG@@a:@tU@҅b@333333XuEE`@pOA[E@2 &F@T?u@F@"7\@# +@#;a@$ qyI@$K!@333333u!VES) @̒]AXQ@6F@333333@F@"Yg@$mF@# 1O@$*9k;@$kFP@>iFD>-zP@mZAe@<3T@ @F@#oM1@&sc @&%|h7@'^(@'Pz@0?g|FqLx "H@ڵDAm_Ծ@ XF@1eU.@F@إ@0G@#]@@Y@{@333333.]1F@ι4HA%l@&F@*$5inY@F@41b@ F@(?> ]xFRZWj@ز_0:A𫮰s@/HF@'٩@F@n@(zb@-q@w<@y _y@5DKpdEV61E3*@"oxAvèn@8:FF?̍2#@F@1yL,y@01"m@0 +@/d\@.R @M:FXT@333333?~?Fh'h)@P0 PrAgv@&捍 F@333333@F@!x7z@#If @"dw?.@#1(@#1zh @?WDiE6_E@#A)Ay= EO@NKiF@@F@&L @'huZ@'c4@'~m@'{@333333hF+1,"@zAǩA_ @UKF@2@F@p@ .@ =%L-@ WF׿@!H>9@MyFbck%@ѿcAMõrZ@}1F@yB@F@ j|@"kj>@" h@" +#\w/@"<@0?hu+ ]hFnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@*F[h@2ɋzA֋HA@F@++%@F@M?@J)Ov@>_*@a@Q&^2@ ?pE 2@~ ;A\l9W@BiF@ @F@$ʡ4@% +rY@$VB<.@% \@%OM%@&?Q)XtFI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`@?%0@FN4i&u@!g A<@ӜhF@ґ?@F@ q?K@">y@!uI@"c|@"J@,vm F(udhm@$3YA䁌@U-F@T6@F@ļ@ ~^@ a)@ ^т^@! oH@ffffff:wZ F@ h@3IAݤzv@CF@fe.a@F@ @"Tm) @!@"x˫@"K:??∧$*4E3L)@0mAγrH@4uF?@F@* Dq!@)f*@*-5@)3*cd@(J0s@Ϳu*RE"q@s=ie(Apid4@NTpF@aI@F@'eꔫcO@'UiM9@'e) HF)@'Rֿ{@'S\%@(?^FSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@'fffffg?̫L6bFO0ya@ME|A\F@^oaF@'Xe+@F@xR@d@)@odk@dU'@?nqHFQ@$"JAIds@ F@̉J@F@ 6M!@"/U@"XHSl@"%@#'xT?333334?>|AEد]@ԙ*:Ad9g@;\F?333333@F@)loU{@(U7@)`A`@(^Zd;@(wf@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @?ffffffV]7E'/@G |QALAE @."F?ffffff@F@+1w4@*z@+@*;m#1@)@&fffffg?jidFKW@EmDtABdƕ@qm@F@&]3H+@F@C-@"@fy@@" h@" +#\w/@"<@%٤pݡFGy3Q@ٺF>AL@{P(F@%9Y@F@2qy@}dYc@}@8ڄ9@٨\u@z%0ֈFXT@!?R +]F3VW@Հк1AmS Zc@`F@ )Ie@F@|?T@d;@jF]@ kcB@ t6Nv@333333Ń1nF+1,"@zAǩA_ @UKF@2@F@p@ .@ =%L-@ WF׿@!H>9@0?x~&FnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~??3Eͺ@RAYF@rF?@F@*'@* |@*TXJb@)S N@) 5.@* (9FX-r[@َ5Ah@&VF@)@F@W:u@,е@,=C@AK2@ȯ;@ ?9XKE 2@~ ;A\l9W@BiF@ @F@$ʡ4@% +rY@$VB<.@% \@%OM%?QM<DpIDq@>#*Apf.P@F?Q@F@BfF 0@8~H?񙙙u:tEuGu@EV5A.@82uF?񙙙@F@.~@-a}@. @,@+ {9@ ?( ,F18< @ֻl-GAo7}@ۉc[F@ r}ݺ@F@(6@ Gj[{@m +*@ v-"v@ 愁6?333334|}u|ENd}u@ҐAǧƋ@d0&F?333333@F@- /@,pcY@-t@+ّD6@+!=c@3\|Fpk/@+AW@)HT@1@F@!9;@$7,Ր@#@W@$"$@%ffic@,?R4FabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@4%#VFkb嚴@ަdb A P&@ 1T@! 5Q.@F@ok7Ej@F,k@%ݸ@-Z@ u;@5밐-HF?G@*Z?A3J/6@ T@7{@F@K{ @b@H@j`d+@ E!d@fffffg޹=@DvAC.@>G|F@ 2X%@F@] @ |%N@ G@ dq[@!$@.?-A8FgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@&ffffffҽN$FK֙@8GujaA$@c~hN_F@&\X%[\@F@$7q@HZA@O@@iH@`Y@(?VDFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B?!ܫE`)@0mAγ*@4oĈRiF?@F@* /-3@)Cig@*&`k@)3$Xd{@(k@.ݟ).]4FgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@A +Fg@nϫD'A@1oa;T@vԪ@F@!33@$;b@#mE>|@$['/7ߌ@$d"@aCpEВec@EhAor][@KK&9?Q?kLD"@·AF@ qF?Q@F@BR7xxv@A +)@@/vU0@>puX@8]`@3ŒlFoA`8@d17A"oK @\\KT@/^ @F@!a` C@$U@${@$@%o1@%B_hFG޸o@ubwLA9@3kF@3@ @F@@y@1IH@+@SAV@"?Ґ'WF7OD@׊wbAog@ŤPF@"+r@F@7Qo'v@1.d@ 3@ w@ 5 @ Ϳ|jE![@XAnP@;E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@"333333?j{F8%zN@׽y&A5A@RIkF@"2Dǰ-Z@F@'$EZ99@Jq\@_{A@ Ǚ[J@ }H[纣@,渳>~F`S@ۛgGtALr̍@N1T@,ɘJA @F@IBWTU@72A@ɮx@H@r@333333Th]F9@8H;rA@ f_F@QL@F@$NH%@!1i@!]"~^@!2@"JOȬ?QFXT@?ԩéqF.K@ӜM3MGA@xr +@FF@|J@F@U{#@!Mlk@!442@!B~@- +@"&ʎ4L?? &LE`)@0mAγ*@4oĈRiF?@F@* /-3@)Cig@*&`k@)3$Xd{@(k@$>O_F8'T7#@ynAZ\o@(PF@!J@F@1D@ݫBs@.1L3@8}Q\@ Q@$Ϳ9OFD,@jckQA;Ӛr@eȋF@$ȏ`@F@^̒KhK@ Aa@#~<@i~&@yC!@5cTF + @7`yAn"@f$Em0T@h@F@Ӌ;@1q@DDFv@ @ @4?chF#@G^BlĦo1GF@0qj@F@ vR׾@RW@aץ@o`^?]yEF&\@%?VܜFHY2@+8qAj$U@f2F@%t@F@=L@THӫ*@S;@/L@J}@.̡nFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@%{FFD0d@c LwA 4@yF@%eo]@F@?SF:1@;Q@/@fi+@X@ ̿͐f{@E+@AAwX9@;q~&]AF@ @F@#C~C@$tq%@$47@$<4@$Œl@fffffgwf$F/*j@.HAݛ-tgF@^KF@fe.a@F@ @"V=&A¥@!ok@"ziR@"ҽDΡE@'?7%E,FQb:Ȩ@Ĉ>ASdy|iP@F$F@']U\@F@N=SNW+@<a@3r@4E2@ 䛵@,`e2F`jY@ؑAsWm@MpF@+B¤U@F@3ɕ@r@^_a'@e`"@ZNN@ffffff?N>Eo魬`@__A IRs@M\gF@ffffff@F@%)9@&<=I?@&V]@&H@&dLs @({ITFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@ͿlrSFXT?GzῖJEF6Y@0XAߕ@ +@9\T@:9$@7NфH@34Ⴅ9@f1$F.K@ӜM3MGA@xr +@FF@|J@F@U{#@!Mlk@!442@!B~@- +@"&ʎ4L@333333&S̀EPLƼ@qհ!AA%@N٭F@333333@F@&Ca܍@&#@&~dO@&~@&dX@(? =uFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@&fffffg?~@FKW@EmDtABdƕ@qm@F@&]3H+@F@C-@"@fy@&Au@灺F?Q@F@6cAn@46W*C@5YHr@3\!|1@1!4r?333333[JlE~]>E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@ ?)UF.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU?Ϳ~\/ũEXĴ%'l@8:A-l@BI^F?@F@(+h@(n: @(8@(J2<~@("hW.?Q?jjuGJEp"ِ@͗EAPb/@{jF?Q@F@0|@.'u@/Mj:@-g4o@,|<(k? +=p +Q)ENG9`@:AԶr@D{F? +=p +@F@3%3@1arMA[@2ylE@0q#@/˅?񙙙?}@EuGu@EV5A.@82uF?񙙙@F@.~@-a}@. @,@+ {9@ 3F/G U7@dO81A垬@fw2F@m8@F@+"'@ %uwN@m7+@'@ Pg &@ AÀjM@&fffffgPG@FKW@EmDtABdƕ@qm@F@&]3H+@F@C-@"@fy@0zk@ +YM5@ |iQu@%yb8FXT?񙙙?5Z HEuGu@EV5A.@82uF?񙙙@F@.~@-a}@. @,@+ {9??܈UE3L)@0mAγrH@4uF?@F@* Dq!@)f*@*-5@)3*cd@(J0s@6#?l$ FQW#@sN7AmW@⻗/T@ X'@F@"0/gh@%#@x@%%سm@&J @&\Ρ@'fffffg?;k-FO0ya@ME|A\F@^oaF@'Xe+@F@xR@d@)@odk@dU'@,?4 <FabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@?R,E| G@6A%lj~F@/o͗F@@F@"5w6-@#"'@#Zs+E(@#hC0@$K*=+@?3E̎kO@ŭsfVA +;"6@L\F@@F@%_%@&!ULӲ@&Gr@&.y,@&LWSP +@333333?0)Fh'h)@P0 PrAgv@&捍 F@333333@F@!x7z@#If @"dw?.@#1(@#1zh ?׊fFE`)@0mAγ*@4oĈRiF?@F@* /-3@)Cig@*&`k@)3$Xd{@(k?ͿV$oE3ql@>ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU?? 1E3ql@>ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@4'pFZ&@42#AF[i01@T{hT@>-b@F@q@w*f@%=-@#@ r?ffffffG +EJcu@ cAX^@IJF?ffffff@F@4 iw)@14:C@2)4@03i@/ЛF@4@QI4F9<\@J:Bl +W<E-F@/䎊r@F@ n,=@ޅ?_@ Ҝ{@e#h?n}e@(@܂pnFRZWj@ز_0:A𫮰s@/HF@'٩@F@n@(zb@-q@w<@y _y?ffffff?ڍDE'/@G |QALAE @."F?ffffff@F@+1w4@*z@+@*;m#1@)?GzˆYE`TQ@0EOA$V@sF?Gz@F@1%@0 cPE@1b=j@/@-̗1@2Wž]'nFyLp6@/SgA-E}G@2 +T@@F@ZMbe@MA@bl@װCg%@.C@333333* `Fxy 4@=p"A٦z\@ 5ޒYF@93l@F@Lg@!ĻC@!^_y@!l4@"L`@43WF@ #JAl@ՐhgZT@LfQn@F@D{@a,@L @--@ Y?333334?jt!Eå@ǰ Ad +I @;cF?333333@F@)lt03@(|P@)`ҿ@(95@(w\l@ F.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU?333334|8rEY FW(@V*OAb@gcƬ}F?333333@F@1)@0NMwLX@1?_ɀ@/?:%@.q/6B@ffffff?rXF]2@>A!m@"-EF@ff#J@F@!w+fA@"Fy@"pb_;:@"7N@#@ T{l@!VLJ@ ?RF.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU@333333V -FXT@&:*FI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`@?'-3n&F6= +@ҳrA@v@{+F@mX@F@ $<{@"I'U@!JcW@"&·#@"`g @? | Fbck%@ѿcAMõrZ@}1F@yB@F@ j|@"kj>@" h@" +#\w/@"<@)333333?*0FUJ @yPdO'AK{@5A-D8F@)Q_p@F@@V@>\@_dnc@%@ ͿlE/Ys@I{A(@<CҤ\F@ @F@#DF˵@$uԧ'@$5 +@$4\@$ƋTI@ 333334?y+[rE8?@y?A@?!,LF@ 333333@F@#ڎn@$<>6[@$y @$Ҝ +d@%ZpoL??pbE{@+!4AbR`@^ڧF?@F@,NZאF.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU@,?=3MKHFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L?ݴEzEͺ@RAYF@rF?@F@*'@* |@*TXJb@)S N@) 5.@3`YspFr8\>@AA3@L'T@s@F@!M&3@$ވ@#1A{@$!@%[T!@ Ϳ E![@rfOAգVY@;T<F@ *W@ffffff?AvFꭹ@A2/@"D F@ff#J@F@!D*@"m@"q癳@"d -@#=f@5?ҝFd@_zBn|]wT{oF@0f+U @F@ @"kş@!/X@%dr@'J@?ᑶ@2?{ou2F{<@ [=B5PY@R0+AP@,{F@@F@!Ӓ@#ae@#5u@@#LN(@#hV@,?LfsrpFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@(?!w +FSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@fffffg?h*F(4@Z'>A/@3JF@)fP@F@XOiO@ |n@>/@ &IN@ _幑@,ͿvFca!r@۞zAfgNi1@ oTF@,~Y!@F@ڭ@l6R@eH}@Nw+@OX +@>_-FR۹Ҵ@~xA-.#@ ^Lw'7F@q!@F@$ʞ@$@ZL@HF@3R@ ?TE *S@~ ;A[J*@B}fLF@ @F@$@% @$p#@%^)@%P4so@ 333333Aa-F/fs(@Fn;&fArWN@rF@ 21@F@(=d@ yW@ ]|8@ 6'v@!hb@.?)HVPFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W?X?E`)@0mAγ*@4oĈRiF?@F@* /-3@)Cig@*&`k@)3$Xd{@(k@%wFHY2@+8qAj$U@f2F@%t@F@=L@THӫ*@S;@/L@J}@ffffffIB~Fꭹ@A2/@"D F@ff#J@F@!D*@"m@"q癳@"d -@#=f@ΎrEz@ 5gAD&Q@42$F@@F@"͍#@#KR_,@#'@$ 9k@$Mc@"HF a08@ыBAAhz@iF@^oߠ@F@  }_@"^ 2; +@"&U@"e.j@"^}/@(?[ |(FSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B?333333?E8\|@ n݇(Aln@wF?333333@F@5Yop@3O@4?@2 aB)@0@.?݊F6+L FgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@(F ]~FSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@4?c[F#)k@8GA@G\6T@qi@F@΍@ tE%@+@jvXK@ Ecs@,?oukFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@#?q3MF>Nʜ{@z_~Ab~@懎+\F@"f@F@d@#LJ@8VK@{y@^%@#?=,nDF@D1d@ح74AZG@y\{F@#M߆@F@#4@Vܢ@Q5@2c`8@ -^H@M:FXT??@l~E{@+!4AbR`@^ڧF?@F@,N@F@~8_@m@ @p@p_@0?ۋ>8FnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@+F arA>2@чÔRA@W F@l5@F@ Q @"1|@"$P#@"-P@"Kr@.AFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@6`DžFY5@1i /AP=@-F@&:ﲪ@F@t?@@YOc@Q؛#p@A@{FXT@$ffffff?ήgEdFB\~P!@+S A 9M@lF@$b*@F@}Lf@L3@PXC>@' l@O?333333?k" E~]>E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@*zFX-r[@َ5Ah@&VF@)@F@W:u@,е@,=C@AK2@ȯ;?޸QdJ^FXT@ͿZ,F$iPʓI@w4A|n@n F@&@F@ P@!KI5@ t>@!>b@!O̕P ?޸Q9׆FXT@?tF"즩;3@ҙɘ0^A޶X?@H%F@}At?@F@ 3~xͺ@" >@!rc@"2 dc@"x@2 +'-F@$hL@y;@!c,z@ Mcm@!N@!!@ffffff.T*Eo魬`@__A IRs@M\gF@ffffff@F@%)9@&<=I?@&V]@&H@&dLs @ 333333U,)XF/Bq>@DvAC.@>G|F@ 2X%@F@] @ |%N@ G@ dq[@!$@ ?ZihF2tH@uA (@*F@ bѦP@F@ 6i@ :An@x@ i:&F@ L%l@*?PkFX-r[@َ5Ah@&VF@)@F@W:u@,е@,=C@AK2@ȯ;@(?bIFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@1?{ƨfpFs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@ +ffffff?=eE ,t?@ɖH73AջZu@A&suF@ +ffffff@F@#ڤg#.|@$Lfb@$ +D@$@%+L蕣@?”dzF I}zQ@ъ++A/€@iCF@V}@F@ w@"Γ¨@"'^@"IR@"I@(r}uFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@ffffffFdu@O/As)? @?uF@f_ح@F@ ˆ!@!ٟ7@!ן1@!d@@"j:R@?yd~pF$0@1۶AuVTv@n'cF@̴@F@ ƾ=p@!6ݠ@ [-GZ@!>v@!ƔS@HhC,Ez@ 5gAD&Q@42$F@@F@"͍#@#KR_,@#'@$ 9k@$Mc@&ffffffUٸFKJrh@ֲFzA <@/pW=nF@1`l o@F@< +2@ +f@Ʉ@ 7C@-_@5PzHF>@A4j@ @cT@&)J@F@ +꫷@Z[C@~ I@Yni@ <@ͿKF$@r;@jAbqASdy|iP@F$F@']U\@F@N=SNW+@<a@3r@4E2@ 䛵@.?$ǎFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@ffffff\@Fdu@O/As)? @?uF@f_ح@F@ ˆ!@!ٟ7@!ן1@!d@@"j:R@."Q}0Fhg_5@ۂLAo|@aSVFF@.(Y2@F@ˆމ@.v$@tM@7i# @6@F.E3@ᱮOA٥3y@-fZ[F@@F@!Ȧ@#|J_@#.v0@#_o@#ʘ@ˉEi4>@R0+AP@,{F@@F@!Ӓ@#ae@#5u@@#LN(@#hV@0?Ʈh FnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@?ɪC ?F"R@| APVZP@?GF@QSa@F@n͕@!#k(0F>Nʜ{@z_~Ab~@懎+\F@"f@F@d@#LJ@8VK@{y@^%@ͿOD E̎kO@ŭsfVA +;"6@L\F@@F@%_%@&!ULӲ@&Gr@&.y,@&LWSP +? +=p +?.MQ`ENG9`@:AԶr@D{F? +=p +@F@3%3@1arMA[@2ylE@0q#@/˅@*?宣FX-r[@َ5Ah@&VF@)@F@W:u@,е@,=C@AK2@ȯ;@.?FgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@)333333?׵Yq+pFV0PM(@PLJAL7*@ F@)!.I@F@R2_@NT%@B"C!@)T$@P?fffffgʟqE +3G@ mtAxe@<*qF?ffffff@F@+t@*ԣx@+,kN@*]C” @)MA5@ ?84F.D5O)@!ȯ-A׮`a@4'fF@~@F@L @ +`@ n@ +@!!Ǻ?@?59$Fm@ҷIPDA]XD@Q?I&F@*ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@$Ϳى}8FD,@jckQA;Ӛr@eȋF@$ȏ`@F@^̒KhK@ Aa@#~<@i~&@yC!@KehEz@ 5gAD&Q@42$F@@F@"͍#@#KR_,@#'@$ 9k@$Mc@}F!Wz@ Aqn@@3VF@-,R@F@}VI@ @[@ ?y<@ wb?Gz?`^ TEF6Y@0XAߕ@ +@9\T@:9$@7NфH@34Ⴅ9@1?U2sFs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@?s=E6_E@#A)Ay= EO@NKiF@@F@&L @'huZ@'c4@'~m@'{?ܛhi_E`)@0mAγ*@4oĈRiF?@F@* /-3@)Cig@*&`k@)3$Xd{@(k@$ffffffV.FXT@jTF bHfnz@ш|VA3V@ZzM0F@Ee@F@ oQ1@"bB?]@"%q"@"`a@"H @&?r?(FI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`@ ͿçF18< @ֻl-GAo7}@ۉc[F@ r}ݺ@F@(6@ Gj[{@m +*@ v-"v@ 愁6@2?ZmF{<@ [=B5PYE[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@ ?sF18< @ֻl-GAo7}@ۉc[F@ r}ݺ@F@(6@ Gj[{@m +*@ v-"v@ 愁6@'̿IaFXT@%?wRrFE [@نb:A󁦉@0F@$!Z@F@08Ȝ8@_ie@HyN@\|e @OZ @>XֲF.#>4@ԤsgA@]#PGjF@KƧ@F@?f+@ ,@|#1g@ WJ@ =|@.fffffgȭ$FXT@)333333?.I2FUD:7@[vAT=@3nyF@)Fze@F@/@q=O@S,@ 4@Cd@6eئ8 Fg[0V@Po{Ao/@ I6T@㍣@F@"WI@%:@b@$J)@%,k@&"7@333333?>gsJF+1,"@zAǩA_ @UKF@2@F@p@ .@ =%L-@ WF׿@!H>9@Ϳ/ +EfAv{@BAr\'@1F@@F@"Ic-@#ۧ@#k@K[cEF@@F@%T0b @% @% Ck@%C}@&&@333333?N~{_WXFh'h)@P0 PrAgv@&捍 F@333333@F@!x7z@#If @"dw?.@#1(@#1zh @鎩$JEБ u@EaUQuAoa >@K[cEF@@F@%T0b @% @% Ck@%C}@&&@ vwWqE 2@~ ;A\l9W@BiF@ @F@$ʡ4@% +rY@$VB<.@% \@%OM%@$ffffff?iXFB\~P!@+S A 9M@lF@$b*@F@}Lf@L3@PXC>@' l@O@ x +lXF.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU@)333333?ח`FU=-@ib?A`?%q1@F@)n~@F@q)n@o(0@bil@@JV?񙙙?ыoEuGu@EV5A.@82uF?񙙙@F@.~@-a}@. @,@+ {9@333334?G>%:&E&"@qfABw|S@NjF@333333@F@&C@&xɑM@&~;"@&@&> m@2?F{<@ [=B5PY"^A:oO@HF?Q@F@@θTa@=:wV@?ce0@:M#T~@6 <@rx:Ei4>@R0+AP@,{F@@F@!Ӓ@#ae@#5u@@#LN(@#hV@$ffffff!tFB\~P!@+S A 9M@lF@$b*@F@}Lf@L3@PXC>@' l@O@ +ffffff9*rNE ,t?@ɖH73AջZu@A&suF@ +ffffff@F@#ڤg#.|@$Lfb@$ +D@$@%+L蕣@)333333?ֹ&FU=-@ib?A`?%q1@F@)n~@F@q)n@o(0@bil@@JV@'fffffg?XOHFO0ya@ME|A\F@^oaF@'Xe+@F@xR@d@)@odk@dU'@?$7xF"R@| APVZP@?GF@QSa@F@n͕@!ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@?KF"R@| APVZP@?GF@QSa@F@n͕@!E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@` +F'U@R!A~@L#Z0F@حV@F@^Zdp@ u a@ q@! j@!x (k@333333?5LES) @̒]AXQ@6F@333333@F@"Yg@$mF@# 1O@$*9k;@$kFP?Q76D"@·AF@ qF?Q@F@BR7xxv@A +)@@/vU0@>puX@8]`@1?݇Fs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@?ҹlF I}zQ@ъ++A/€@iCF@V}@F@ w@"Γ¨@"'^@"IR@"I??1E`)@0mAγ*@4oĈRiF?@F@* /-3@)Cig@*&`k@)3$Xd{@(k@F MsFbck%@ѿcAMõrZ@}1F@yB@F@ j|@"kj>@" h@" +#\w/@"<?333333?؆ݤE~]>E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@ Ϳۍ0rPF1ʟ'cM@֯>==xAi&V @rF@ dg@F@12 &5@ Jx'@Ε̭@ y",@ e??9HEͺ@RAYF@rF?@F@*'@* |@*TXJb@)S N@) 5.@,?ޘFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@+xtFXT@2?‘i6j0FxnD;@)M$B`<@ ĝF@1ݗ+k@F@ Ir@'O@..+@tW8G@R>%@.fffffg?ԀFh M@ *%y;A%X@ ΔaF@.^Rv@F@+J@O@bv7@q^V@ +T@ ?oiE 2@~ ;A\l9W@BiF@ @F@$ʡ4@% +rY@$VB<.@% \@%OM%@,F) FabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@333333gQEPLƼ@qհ!AA%@N٭F@333333@F@&Ca܍@&#@&~dO@&~@&dX@T΁}bEp֋$@]DA4o8)@&qWF?p&@F@.Y>NT@-Ѽyn@.{P|m@-wtf@-@Jp|@#}18F>Nʜ{@z_~Ab~@懎+\F@"f@F@d@#LJ@8VK@{y@^%@5?({xFd@_zBn|]wT{oF@0f+U @F@ @"kş@!/X@%dr@'J@?ᑶ@%?BlEXFHY2@+8qAj$U@f2F@%t@F@=L@THӫ*@S;@/L@J}?Q?AZlDpIv@>"^A:oO@HF?Q@F@@θTa@=:wV@?ce0@:M#T~@6 <@,?FcQa@ۃ^'A )Wl@\F@,| +(x@F@@Bd@/@݆`@;.@:tG@5@rՕJFd@_zBn|]wT{oF@0f+U @F@ @"kş@!/X@%dr@'J@?ᑶ?333333{E8\|@ n݇(Aln@wF?333333@F@5Yop@3O@4?@2 aB)@0@ϝtME| G@6A%lj~F@/o͗F@@F@"5w6-@#"'@#Zs+E(@#hC0@$K*=+@?܊$< +E[W~@ JFAԘ;ɳ@FoF@@F@$o9@%_L@%0@%qw@%w @&?*zZhfFI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`?\([?' ++ZEqS2 @AĆc"Fg@djUF?\(\@F@/rE@-Gs̟@/^o^@-,k$@,K??ঌWb\E3ql@>ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@333333<{LF+1,"@zAǩA_ @UKF@2@F@p@ .@ =%L-@ WF׿@!H>9@ܷ.F)X@rg 2A!z@B$fF@$@F@}Ph"@!p@!EIk9@!ԻWf7@"5d9@5?\bF;Y@6tAط&@omT@@4@F@[ @R&B@9c@D@ }Z`s@.68Fe@|JA*Ȥ @ W:F@-[T@F@L}C|@0@2@7W\=w@-2@#BֹF5s_@R7+XA**42@cF@!s@F@Wf@  M@>u@ 5m@ >@,՘*7%XFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@&&M +"FI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`@TF a08@с `WA\,@)F@dY2@F@ V@"/m(g@"#*@"7U@"@2?[IF{<@ [=B5PY!H]8@hCFAJG)@-3S\F@#1 M@F@> 8@5z;@3|@Dx"xS@  +'za?Q²놐E1pIzg@>&Au@灺F?Q@F@6cAn@46W*C@5YHr@3\!|1@1!4r@?9rF$f@9 Aဩ6aw@"F@̳_=}9@F@p蓇@!@ d@!;Y+2G@!436a@,?BFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@0?+-dFnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@?8-.xEanć@2AF]g@1 C;F@@F@"7D"&t@# +Z8@#\lgd@#͝ <@$ +#ۛ?Q?k{aDpIDq@>#*Apf.P@F?Q@F@BfF 0@8~H?333334?'B2,Eد]@ԙ*:Ad9g@;\F?333333@F@)loU{@(U7@)`A`@(^Zd;@(wpE QF@,,wAX5k@t#0F?(\)@F@,"P@+y@-dv@+^R0c@*t?333333#2E8\|@ n݇(Aln@wF?333333@F@5Yop@3O@4?@2 aB)@0@4?h - +F#@G^BlĦo1GF@0qj@F@ vR׾@RW@aץ@o`^?]yEF&\@,Ϳɕ,..pFch(&w@{l,A3ƽ@y*$1F@-XdE#@F@k@ I@v@K8@Jڱl=@?t>E̎kO@ŭsfVA +;"6@L\F@@F@%_%@&!ULӲ@&Gr@&.y,@&LWSP +@.?髵PFh&T b@A~LpAo4-)@ +ǮF@.7DUG@F@W@#{ȃ@"@}"K@"bY?333333?{P'E~]>E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@1?Cj@Fttq#Oh@= B^@ +)g4TF@0Xe@F@ n7@FSa@Q^u@҃g@ @'fffffgbfFO0ya@ME|A\F@^oaF@'Xe+@F@xR@d@)@odk@dU'@.@r-FgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W?333334?/EBENd}u@ҐAǧƋ@d0&F?333333@F@- /@,pcY@-t@+ّD6@+!=c@TeRE5Ar@#$HAxө$q@NF@@F@&sQ@' @'7 @' @'鋣@0nM] +FmOw{@ڳVtoA/ E@ V9fF@0nȴ9X@F@rн@#_E@ߡ6*@%᮫{@ @0?WFnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@&ͿT)FM:=@YG[ /Am稕@PBF@6\@F@m[d@llo@ @@D@ǔb?333333? TE~]>E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@$ffffff?АFB\~P!@+S A 9M@lF@$b*@F@}Lf@L3@PXC>@' l@O?θQ?UD"}'@Wr7AP_t +@pF?θQ@F@Aw @?>AN@@@;OӐP@7X`@>E"X)@FAɏaV|@)iF?S@F@$yu@&7<:L@%߶)@&X%\@&N?Q?odEp"ِ@͗EAPb/@{jF?Q@F@0|@.'u@/Mj:@-g4o@,|<(k@n?8Eƃ@G-AзI(X@K/AF@c{[@F@'Gi|@'-'@'ň`l8@'q,@'#d@&ffffff?ɤ FK֙@8GujaA$@c~hN_F@&\X%[\@F@$7q@HZA@O@@iH@`Y@ffffff ްF@ h@3IAݤzv@CF@fe.a@F@ @"Tm) @!@"x˫@"K:@ffffff?{F@ h@3IAݤzv@CF@fe.a@F@ @"Tm) @!@"x˫@"K:@,TݺFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@.|:FgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@*oFX-r[@َ5Ah@&VF@)@F@W:u@,е@,=C@AK2@ȯ;@$qF.K@ӜM3MGA@xr +@FF@|J@F@U{#@!Mlk@!442@!B~@- +@"&ʎ4L@333334?`BZ>F ~@%c%hA 9@bGF@3)=+@F@Ť@!`N@ =OH +@!XT[1@!:x]x@#333334 FPF>!H]8@hCFAJG)@-3S\F@#1 M@F@> 8@5z;@3|@Dx"xS@  +'za@fffffgCXlE2N@V+?A׍h_\L@8`4F@g|H@F@"@$1 @#@$IP=@$@?jtLEanć@2AF]g@1 C;F@@F@"7D"&t@# +Z8@#\lgd@#͝ <@$ +#ۛ@fffffg?QEjI@E-=[AM@I˔|/F@ffffff@F@% $*@%8@%RwV@% (y@%wW@.#TFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@7ENɊF~7{C@wj/A⸜&,Η@ХdT@ Jw@F@iʈ]@ q@dҾhv@@~ @`b$)@?٣F):\`/@ՍPAo]@&3nF@h>@F@]@ ʪ: @ Y)`o@ Bus@!bVѵ?ͿҋZCE3ql@>ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@4f{ÊTFf @[S1`Av10, @*ET@3rS@F@tb=@9鬯@ +s +@vV@Z\@333333? +:Fh'h)@P0 PrAgv@&捍 F@333333@F@!x7z@#If @"dw?.@#1(@#1zh @2ffffgLKF{ @6jB9~@ lI.F@2e+@F@ e_M@i@~<μp@c@P? +=p @9mFXT?fffffg?ɸE +3G@ mtAxe@<*qF?ffffff@F@+t@*ԣx@+,kN@*]C” @)MA5??noE`@@A Ì[@W`Ȋ2F?@F@11~@/T-@0<[D@.y@-޶?333334??6PEY FW(@V*OAb@gcƬ}F?333333@F@1)@0NMwLX@1?_ɀ@/?:%@.q/6B?ffffff?гʓ~PEq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: puX@8]`@vEe@ ShAB&^@5GF@OX7@F@"tq@#w?o@#6@$ ÖM2@$M@333334?)aـFv3!ֵ@QpX1A@&)+F@333333@F@!wgi@@#@"-@#0@# q^E@3?l +FrzOq}@nDŽ@A+9i@&Z?T@eXO@F@!W@$@#ڢ9re@$Ȅ)u@%Xu> @ ?[)ߙF-6n@߱NAr@ +( +F@ ex@F@s c3@ '@ ׆@ n@!%VD=?ffffff?ً$EJcu@ cAX^@IJF?ffffff@F@4 iw)@14:C@2)4@03i@/ЛF@6#JEt ]@ډ@Ai@&q_F?҈p@F@.@6gR@-rGZ@.>ISf@--_37@, F4@1i$+pFtF4@jB-Z8@ 9CF@>Ev @F@ tYd@ 3X@1'F0@fsɸ@6+?陙m$ER]@g<\gA=^o@v NrF?陙@F@2Im#J@0 @1V~p@0.b@/,@)333333?GkvFV/" @;=ЗAV@ "DF@)T%1@F@M醿P@G_AC@;9@R@ ԅj@ԕ@,?dH*$FabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@A`F.K@ӜM3MGA@xr +@FF@|J@F@U{#@!Mlk@!442@!B~@- +@"&ʎ4L@?V|CrF)X@rg 2A!z@B$fF@$@F@}Ph"@!p@!EIk9@!ԻWf7@"5d9@+@"EF\^Â@?yUEAkw @&5*F@*!laR@F@AI(@Nőw@>3i@nP@=ʕГ@2?ѣͶ@FxmƮ@*GF%BT:0@ ԙ FkF@1D ^@F@ #@rƤ@-P#V@s3@QY ??Ğ + E3ql@>ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU?(\)?3E QF@,,wAX5k@t#0F?(\)@F@,"P@+y@-dv@+^R0c@*t@4@qo2F#@G^BlĦo1GF@0qj@F@ vR׾@RW@aץ@o`^?]yEF&\@?DIKEi4>@R0+AP@,{F@@F@!Ӓ@#ae@#5u@@#LN(@#hV@pZ9E| G@6A%lj~F@/o͗F@@F@"5w6-@#"'@#Zs+E(@#hC0@$K*=+@333333Y@-FXT@*?>]1FZCc6@_NA9\r.@W + F@)٢i}@F@ +@j@!?@ Mr}@IW@333334?:Fv3!ֵ@QpX1A@&)+F@333333@F@!wgi@@#@"-@#0@# q^E@,?)ЀFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@?W3@FQ@$"JAIds@ F@̉J@F@ 6M!@"/U@"XHSl@"%@#'xT??~U<@E{@+!4AbR`@^ڧF?@F@,NnYT@,9.@F@o<@y@J|ߩ@SZI9@+v@ffffff?Io Eo魬`@__A IRs@M\gF@ffffff@F@%)9@&<=I?@&V]@&H@&dLs @3ΓFFqyČ@`_(A1 @~\T@5DR?h@F@!IK@$=V#d@#͹P@$z+,@%olv˱@ 333334IFXT@,ͿFch(&w@V̍Aa@bF@-M@F@ʗi@tx@HՃ@? z@=/QJ@ffffffJUEo魬`@__A IRs@M\gF@ffffff@F@%)9@&<=I?@&V]@&H@&dLs @ 6RNE6_E@#A)Ay= EO@NKiF@@F@&L @'huZ@'c4@'~m@'{?ffffff?QEKąF@AG}hy@WHTF?@F@3J K@1944@2YKug@0P@/|\Z@2ǻJ,F}G=@S*uAd\{K1@ +)^ŒT@UlvK@F@eN>@A'@x@@ǯt@)៝C~FW|nc@ZŹ!3A]P@ҎzF@)xtj@F@+ +@N@72{x6@hx~@h_H@ Ϳ ԌF1ː+%@֨muN8Au- @ލƜF@ @F@/-؛@ Ibӽ@1@ x^1<@ {Z"@)333333.IŖFUvEl7@Y{5A7@3橚lF@)y@F@e/@V@PЗ@P dY@d@43;FXT@̿e"(KF*;;ީP@ը6]N%AI 1}@3F@̐@F@9?@ {C@ I{@ ݇@!SqБJ@ffffff?bHRpuX@8]`@? eMF`@u3@ҟ~ g Aң&o@ٻF@:%@F@ -<@"nr)y@!@"-wnce@"BI@.?3FgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@,?vFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@2ηv`F{ؑ +@ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@"][F7H@י-AxAmuy@єF@!3e@F@P@:&s@tZ*@$ffffff?FB\~P!@+S A 9M@lF@$b*@F@}Lf@L3@PXC>@' l@O@0333333@|/1@qhd@,$F`È9@۪doA0e@PWvT@,*") @F@@>@Y@\ׁ@9σ@7@4F)|@՗"ZCpAEy@̪F@]m@F@CFRm]@ vN@ M}@c@ Zl;5@!V +K@*r@F6= +@ҳrA@v@{+F@mX@F@ $<{@"I'U@!JcW@"&·#@"`g @(?FSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@ @ +\F.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU@hVxF"R@| APVZP@?GF@QSa@F@n͕@!Fmp2S@9PA/C@ bybF@09TɅo@F@ֆN@˟Ȑ@2$"@5Ʒ@1.z??וE3ql@>ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@333333E*yEPLƼ@qհ!AA%@N٭F@333333@F@&Ca܍@&#@&~dO@&~@&dX?ffffff?llOEq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@,?P{FabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L?333334?NE׿_@ԙ*:AcqkW@;(9F?333333@F@)l@([Sr@)`Ut@(rkW@(x ۆ@2?_~F{<@ [=B5PYytD<@5k@333333mhFh'h)@P0 PrAgv@&捍 F@333333@F@!x7z@#If @"dw?.@#1(@#1zh @#?f5NЬF>Nʜ{@z_~Ab~@懎+\F@"f@F@d@#LJ@8VK@{y@^%@+333334?M F^Ѵ0@?Y@2A@hpǜF@+N;5@F@g/L@bx@ +X@_@n@2?shF{<@ [=B5PY@F@]@ ʪ: @ Y)`o@ Bus@!bVѵ@ ͿY,Ԩ5F18< @ֻl-GAo7}@ۉc[F@ r}ݺ@F@(6@ Gj[{@m +*@ v-"v@ 愁6?\([?ក EqS2 @AĆc"Fg@djUF?\(\@F@/rE@-Gs̟@/^o^@-,k$@,K?333334?㶉EY FW(@V*OAb@gcƬ}F?333333@F@1)@0NMwLX@1?_ɀ@/?:%@.q/6B@4 ~-FnBzd@\XAɇ@@?wT@}At@F@]t@Eb#@ (~@r 6@UrM?@?WoE̎kO@ŭsfVA +;"6@L\F@@F@%_%@&!ULӲ@&Gr@&.y,@&LWSP +?θQ`>@D"}'@Wr7AP_t +@pF?θQ@F@Aw @?>AN@@@;OӐP@7X`@o۵bsFXT@4ڤEZTF:s@*AڧC5,@f:B%T@ܱF^@F@-+3@k M@X~3Ѩ@4B`@ *5@0/- F*[}k@؟/1OAlS+v@{?l\AF@2LP@F@k%H@!Sx@ ?ɸ@!,JE@!m2@ 333333?~ +G@F/Bq>@DvAC.@>G|F@ 2X%@F@] @ |%N@ G@ dq[@!$?Ϳ}lEYp&@8:AWh@B@F?g+D@F@(>@@(n-^ݐ@(*{Ty@(J%oL V@("[2@ ͿI'UFXT@&fffffg?FKW@EmDtABdƕ@qm@F@&]3H+@F@C-@"@fy@@R0+AP@,{F@@F@!Ӓ@#ae@#5u@@#LN(@#hV@@?>E{U@R0+A@,вrIF@@F@! ߰@#a@#<Y@#S=R@#n@("nFR,"-@pSεAY@J WF@76@F@qW@c+'@@<1B~@FOc?ffffff?2ҒEq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@fffffgV -FXT?333334%EY l@V*OAb@gcƬ}F?333333@F@1)@0NMwLX@1?_ɀ@/?:%@.q/6B@333333?ʕ0F+1,"@zAǩA_ @UKF@2@F@p@ .@ =%L-@ WF׿@!H>9??״]`f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@(,] +FQ|B@E8AzqA@DWrF@'T:@F@6)sq@'S@;K7B@.)*B"@F@52^~FB2Y@1(eAݶ,U@=[.9T@FcI@F@vB@k@fxƪ@B\~@bnn@(?/_fFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@4?RkmF#@G^BlĦo1GF@0qj@F@ vR׾@RW@aץ@o`^?]yEF&\@(t!|FQ|B@E8AzqA@DWrF@'T:@F@6)sq@'S@;K7B@.)*B"@F?? ^E3L)@0mAγrH@4uF?@F@* Dq!@)f*@*-5@)3*cd@(J0s@3?;F5xKg@VBbn,/mdF@0|hM@F@!1 @xt8@0"@ j1/?xA@@&?/@FI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`@.?fFg:A@k˛A%j@ p#F@-m3 @F@>ᨂ@'@@ycFϥ@gKT??ffffff?IT +q E'/@G |QALAE @."F?ffffff@F@+1w4@*z@+@*;m#1@)?!ͪLEͺ@RAYF@rF?@F@*'@* |@*TXJb@)S N@) 5.@)?01rFW|nc@ZŹ!3A]P@ҎzF@)xtj@F@+ +@N@72{x6@hx~@h_H@333334Vm^lFv3!ֵ@QpX1A@&)+F@333333@F@!wgi@@#@"-@#0@# q^E@.̿_ޖ@" h@" +#\w/@"<@ El F.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU?޸Qn; FXT@6̲F`Xߖ=@o5A+ TM@Ꮬ-T@af@F@"#$@%@%˘m@%󭈂}@&A#Y@+?ߨrF\^Â@?yUEAkw @&5*F@*!laR@F@AI(@Nőw@>3i@nP@=ʕГ?333334??BHENd}u@ҐAǧƋ@d0&F?333333@F@- /@,pcY@-t@+ّD6@+!=c?QisSE1pIzg@>&Au@灺F?Q@F@6cAn@46W*C@5YHr@3\!|1@1!4r?Ϳ4E3ql@>ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@?ܖ7uEfAv{@BAr\'@1F@@F@"Ic-@#ۧ@#k3i@nP@=ʕГ@5΀FO q@AIAب8&&@6ֽT@tqq@F@H,T@W@G6@]*@ {@ffffff\ޟF;@Жd*|A1E @wV1F@i@F@! +ԃW@"e@"VbR@"I@#h>@L +8F"R@| APVZP@?GF@QSa@F@n͕@! m@?0PFbck%@ѿcAMõrZ@}1F@yB@F@ j|@"kj>@" h@" +#\w/@"<@4|FQl;i@3NEjI@E-=[AM@I˔|/F@ffffff@F@% $*@%8@%RwV@% (y@%wW?ffffff? ܸEq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: A!m@"-EF@ff#J@F@!w+fA@"Fy@"pb_;:@"7N@#@#?\V FA@M@VgrAxk"@@F@# 1Z@F@@MƊ@Rr:@1"~@_?333333H@1E~]>E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@ffffffs[TEw@`M$A L@L]'F@ffffff@F@%ƌN{@&;kg\?@&j@&H{@&cBi?333334?\ENd}u@ҐAǧƋ@d0&F?333333@F@- /@,pcY@-t@+ّD6@+!=c@#333333?+F>?āNKG@k&gA׭W7y@_F@#1@x@F@Y{F۬@w@O_@^-T@ %X%E@"333333Ȣ&BF8%zN@׽y&A5A@RIkF@"2Dǰ-Z@F@'$EZ99@Jq\@_{A@ Ǚ[J@ }H[纣@5J(Fu~@)ph"AQx@̈*qT@K @F@ +n'@vK֍@$_1@ y@ 2dyo?ͿzJqE{@+!4AbR`@^ڧF?@F@,N FHY2@+8qAj$U@f2F@%t@F@=L@THӫ*@S;@/L@J}@qF)X@rg 2A!z@B$fF@$@F@}Ph"@!p@!EIk9@!ԻWf7@"5d9@5?e?Fd@_zBn|]wT{oF@0f+U @F@ @"kş@!/X@%dr@'J@?ᑶ@%D4OFE [@نb:A󁦉@0F@$!Z@F@08Ȝ8@_ie@HyN@\|e @OZ @(?&PFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@?# m@0?MP} +FnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@#*F>Nʜ{@z_~Ab~@懎+\F@"f@F@d@#LJ@8VK@{y@^%@.?wuFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@(?hu4FQ|B@E8AzqA@DWrF@'T:@F@6)sq@'S@;K7B@.)*B"@F@ 333334#<sE@q)@pr0AvU)@?4iF@ 333333@F@#5{$x@$É@$Ǣ~U@$YC2@%C@ 羮*«XE *S@~ ;A[J*@B}fLF@ @F@$@% @$p#@%^)@%P4so@)333333?& FU=-@ib?A`?%q1@F@)n~@F@q)n@o(0@bil@@JV@2@h3r;F{<@ [=B5PY6[@$y @$Ҝ +d@%ZpoL@7AF_'@ׁmAN)@ VrF@&>-b9@F@{o@RѦ0Q@_JGXf@rC@/@,? +&!pFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@0Ϳ1U|FqOi@TlڼAj +^@ _@,F@17b}V@F@בD@&:;Jk@<8D@qZD@^r@,?DԲF`.6@LqA9Y@4F@7ol5@F@qGY@@Q.s@`yѩ;@CP !@*?:qioFX-r[@َ5Ah@&VF@)@F@W:u@,е@,=C@AK2@ȯ;@? +:F'U@R!A~@L#Z0F@حV@F@^Zdp@ u a@ q@! j@!x (k@%?2i%FE [@نb:A󁦉@0F@$!Z@F@08Ȝ8@_ie@HyN@\|e @OZ @*]F.K@ӜM3MGA@xr +@FF@|J@F@U{#@!Mlk@!442@!B~@- +@"&ʎ4L@.fffffg@!ДNFhI[>@ھZ sA42@ ],ɩF@/ɰ@F@`8@ L@"'@:nMD)@\'@ ?d-6ZE+@AAwX9@;q~&]AF@ @F@#C~C@$tq%@$47@$<4@$Œl@6` +FT)@ү0A#(@pF@]*@F@ $=d@!.@!c:W@"%?7@"F=?GzH]pEt +?(@`AKoڤe@E'F?GzH@F@/EYb@-/rYR@.op/k@, @,` +?GzH +Et +?(@`AKoڤe@E'F?GzH@F@/EYb@-/rYR@.op/k@, @,` +@ohYJDEz@ 5gAD&Q@42$F@@F@"͍#@#KR_,@#'@$ 9k@$Mc?333334kG֤EY FW(@V*OAb@gcƬ}F?333333@F@1)@0NMwLX@1?_ɀ@/?:%@.q/6B@#333334|PF>!H]8@hCFAJG)@-3S\F@#1 M@F@> 8@5z;@3|@Dx"xS@  +'za@&fffffg?HGFKW@EmDtABdƕ@qm@F@&]3H+@F@C-@"@fy@;@!c,z@ Mcm@!N@!!? %nEͺ@RAYF@rF?@F@*'@* |@*TXJb@)S N@) 5.@ 333334? s߀E3 )@ yBA@?Ii)/F@ 333333@F@#y3a@$o@$x@$QcG@% U~m@Ϳ\GδF$0@1۶AuVTv@n'cF@̴@F@ ƾ=p@!6ݠ@ [-GZ@!>v@!ƔS@?ͰF6= +@ҳrA@v@{+F@mX@F@ $<{@"I'U@!JcW@"&·#@"`g ?ffffff,{AUFXT??UtE3L)@0mAγrH@4uF?@F@* Dq!@)f*@*-5@)3*cd@(J0s?333333?*׫zE8\|@ n݇(Aln@wF?333333@F@5Yop@3O@4?@2 aB)@0@)?ʷx ZFW|nc@ZŹ!3A]P@ҎzF@)xtj@F@+ +@N@72{x6@hx~@h_H@)333333u~e2FUn;t@oGTAE@4 :F@)mIQ@F@a:^$@=@ ;@`2@ kA@2^wD'F|SM@8@cB1=ߤ?Oz&F@13ײ@F@lj@ a@"ޏ}@vd@m]f@ ?^nJF.D5O)@!ȯ-A׮`a@4'fF@~@F@L @ +`@ n@ +@!!Ǻ??ffffff?>.&Eq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: v@!ƔS@? +F)X@rg 2A!z@B$fF@$@F@}Ph"@!p@!EIk9@!ԻWf7@"5d9?fffffgGE۱'@!+ A\,A@H=xOF?f9@F@(Unv@(J*@(7!3@' @'֑v? +=p +ƚ>ENG9`@:AԶr@D{F? +=p +@F@3%3@1arMA[@2ylE@0q#@/˅@mـEz@ 5gAD&Q@42$F@@F@"͍#@#KR_,@#'@$ 9k@$Mc?陙v +ER]@g<\gA=^o@v NrF?陙@F@2Im#J@0 @1V~p@0.b@/,@&ffffff0kFK֙@8GujaA$@c~hN_F@&\X%[\@F@$7q@HZA@O@@iH@`Y?Ϳ>3EYp&@87u8AWh@B0mEF?ޠ3@F@(&<@(n".r@(u@(J%2@("U 6@$@rqFm@ҷIPDA]XD@Q?I&F@*v@!ƔS@2?ΌHPF{<@ [=B5PYASdy|iP@F$F@']U\@F@N=SNW+@<a@3r@4E2@ 䛵@333333?ybES) @̒]AXQ@6F@333333@F@"Yg@$mF@# 1O@$*9k;@$kFP@%FG5K@ٿHg&A @|OF@%:p@F@). +@]5ޢ@]Z3@C~@Y@ 333334?Hr+PE8?@y?A@?!,LF@ 333333@F@#ڎn@$<>6[@$y @$Ҝ +d@%ZpoL@(MFQ|B@E8AzqA@DWrF@'T:@F@6)sq@'S@;K7B@.)*B"@F@#Ϳz®nFA@M@VgrAxk"@@F@# 1Z@F@@MƊ@Rr:@1"~@_@?@J6PF)X@rg 2A!z@B$fF@$@F@}Ph"@!p@!EIk9@!ԻWf7@"5d9@ E *S@~ ;A[J*@B}fLF@ @F@$@% @$p#@%^)@%P4so@1ޟ}Fs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@333333?7$@F+1,"@zAǩA_ @UKF@2@F@p@ .@ =%L-@ WF׿@!H>9@#333333F>?āNKG@k&gA׭W7y@_F@#1@x@F@Y{F۬@w@O_@^-T@ %X%E@333334?vJnFv3!ֵ@QpX1A@&)+F@333333@F@!wgi@@#@"-@#0@# q^E@$?0xFD,@jckQA;Ӛr@eȋF@$ȏ`@F@^̒KhK@ Aa@#~<@i~&@yC!@ͿF$iPʓI@\A<@WzA+F@@F@ /,@!ڵ=?9@ 6mE@!>?E@!6 >@ +ffffff~ "E ,t?@ɖH73AջZu@A&suF@ +ffffff@F@#ڤg#.|@$Lfb@$ +D@$@%+L蕣@ͿcZEfAv{@BAr\'@1F@@F@"Ic-@#ۧ@#k3i@nP@=ʕГ?ffffffbdE'/@G |QALAE @."F?ffffff@F@+1w4@*z@+@*;m#1@)@*3R[pF[l @x.4O~A "@{m=F@*٫8qa@F@X?_@\/@NR@J<>ie@xd@(RȴFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B?ffffff>-ME'/@G |QALAE @."F?ffffff@F@+1w4@*z@+@*;m#1@)@*?l"CFX-r[@َ5Ah@&VF@)@F@W:u@,е@,=C@AK2@ȯ;@̿ଢ଼̦NF"즩;3@ҙɘ0^A޶X?@H%F@}At?@F@ 3~xͺ@" >@!rc@"2 dc@"x@3/mEMFp\@nSHNA8= @yT@?@F@!+Eܝ@$8Դc@#7@$ߵ@%orJB@(?ևBFQ|B@E8AzqA@DWrF@'T:@F@6)sq@'S@;K7B@.)*B"@F?θQMVl}ND"}'@Wr7AP_t +@pF?θQ@F@Aw @?>AN@@@;OӐP@7X`?fffffghE +3G@ mtAxe@<*qF?ffffff@F@+t@*ԣx@+,kN@*]C” @)MA5?Qlӛ Ep"ِ@͗EAPb/@{jF?Q@F@0|@.'u@/Mj:@-g4o@,|<(k@ Ϳq.nlE![@6A֕@;㾓EF@ r.~@F@#Dr@$t@Ͻ@$5q +@$@$Bw?Gz,.=FXT@(?TbFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@ffffff~FXT?ffffff?ӭja0E'/@G |QALAE @."F?ffffff@F@+1w4@*z@+@*;m#1@)@?bTF):\`/@ՍPAo]@&3nF@h>@F@]@ ʪ: @ Y)`o@ Bus@!bVѵ@.fffffg1FhcM@ CAj@ |F@.:э@F@?_=@ɪtg@ u@'x@ /c@5Q.TFWZ9h@׻ XZA]3,|@ VXxF@&zG@F@Ў@~@S@8@*@(?H+A1FSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@333334?̚cLkF ~@%c%hA 9@bGF@3)=+@F@Ť@!`N@ =OH +@!XT[1@!:x]x@({ FSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@>ZGEcW8Lu@ =/AAQ/W@5K+F@#2@F@"  +@#r"@#Լ@$ Y@$N:@,oFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@4?MvFda4H~@A[-9Bx@w]wT@d7@F@`r?@ZG!@qmhJ&@M1IH@ 6]f?Q?UGqEw'@DXs5A]n?@KjF?Q@F@.O +@-/6)i@.x!6*@,ח[U@+vO|z?fffffg?8E +3G@ mtAxe@<*qF?ffffff@F@+t@*ԣx@+,kN@*]C” @)MA5@.̿4FXT@*?B|FX-r[@َ5Ah@&VF@)@F@W:u@,е@,=C@AK2@ȯ;@5@^>ŋFd@_zBn|]wT{oF@0f+U @F@ @"kş@!/X@%dr@'J@?ᑶ@&fffffgVp~FKW@EmDtABdƕ@qm@F@&]3H+@F@C-@"@fy@Nʜ{@z_~Ab~@懎+\F@"f@F@d@#LJ@8VK@{y@^%@A:F+NNq@*/f2Am +6@^3T?' @F@$oBW@'R06_@&9¼@'4@(' oF@ +ffffff?Y8w%0E ,t?@ɖH73AջZu@A&suF@ +ffffff@F@#ڤg#.|@$Lfb@$ +D@$@%+L蕣@$?AeAFD,@jckQA;Ӛr@eȋF@$ȏ`@F@^̒KhK@ Aa@#~<@i~&@yC!@.@a_DFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@$QxFAkNʜ{@z_~Ab~@懎+\F@"f@F@d@#LJ@8VK@{y@^%@0@ +=޶FnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@.? puX@8]`@!7FXT@.?'HFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@ z-1F.D5O)@!ȯ-A׮`a@4'fF@~@F@L @ +`@ n@ +@!!Ǻ?@Ϳ(i>Z0EfAv{@BAr\'@1F@@F@"Ic-@#ۧ@#kA!m@"-EF@ff#J@F@!w+fA@"Fy@"pb_;:@"7N@#=@PgF@p +=q@F@&-y[@&Qr7:@&mt@&-fw6@&A<@ ͿŹOJ F13IJ @ֲFzAc4tQ@&sTF@ ښU@F@2ow`@ KTX@>6h@ zu@ u@?A?F!.@ҲoA'ۗa@9=F@9}w@F@ $a[@"_w@!->w@"&SY@"8{f??\\_8E`)@0mAγ*@4oĈRiF?@F@* /-3@)Cig@*&`k@)3$Xd{@(k@333333'lHFl@Py'yAs-@&]- F@333333@F@!xnW.n@#@2`@"N@#1tW@# ҇@z%0ֈFXT@,ǰIn@F`@˽-\ACM@VK{T@,>ѷY@F@EH@+@u0@jQ @_X|@*?>6jE`TQ@0EOA$V@sF?Gz@F@1%@0 cPE@1b=j@/@-̗1@.`Feh/@ټfC[A*n۵@ fF@-2f3i@nP@=ʕГ@.?ԆoMFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@?>bFQ@$"JAIds@ F@̉J@F@ 6M!@"/U@"XHSl@"%@#'xT@A -XFme`@h YB!ۗ@>tuF@$!Wh@F@WJ(@jkG@@*;3@??hr.E3ql@>ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@,ͿXe 0Fci˛q@/6HAZ@oؒF@-"S@F@Ə@>6@׏/@10=@/^9@,@_<&F`jY@ؑAsWm@MpF@+B¤U@F@3ɕ@r@^_a'@e`"@ZNN@&?C1FI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`?\([Y! +EqS2 @AĆc"Fg@djUF?\(\@F@/rE@-Gs̟@/^o^@-,k$@,K@,?ͦ?ղFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@)333333?ɑɮFPFUuuL@{a5uDAޜ)@5wLHF@)J]y@F@DP?2@26?@K@ E@ n?.@Ϳl:F$i1P@Ƃ@TA@%p$#F@O?3@F@ 6U@!2@ C@!=14<@!J>?GzH\*Et +?(@`AKoڤe@E'F?GzH@F@/EYb@-/rYR@.op/k@, @,` +@#?SF@D1d@ح74AZG@y\{F@#M߆@F@#4@Vܢ@Q5@2c`8@ -^H?ffffff?IGEq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: F.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU@7FVCzg|@#b)Ax@fR}F@&HɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@ͿҶRގFXT@3?t\F5xKg@VBbn,/mdF@0|hM@F@!1 @xt8@0"@ j1/?xA@?ffffffVE'/@G |QALAE @."F?ffffff@F@+1w4@*z@+@*;m#1@)@ ̿Տr~F2tH@uA (@*F@ bѦP@F@ 6i@ :An@x@ i:&F@ L%l@,?&FabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L?GzAEF6Y@0XAߕ@ +@9\T@:9$@7NфH@34Ⴅ9@.?g~`FgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@,Eanć@2AF]g@1 C;F@@F@"7D"&t@# +Z8@#\lgd@#͝ <@$ +#ۛ@)? 9FW|nc@ZŹ!3A]P@ҎzF@)xtj@F@+ +@N@72{x6@hx~@h_H@2?5*=%F{<@ [=B5PY"^A:oO@HF?Q@F@@θTa@=:wV@?ce0@:M#T~@6 <@4? ]F#@G^BlĦo1GF@0qj@F@ vR׾@RW@aץ@o`^?]yEF&\@!?uF2۸`@io'A8f@מIEF@ y@F@:U@ 5E6@s@ d'H@ 2g@WʎյFÝ@Ҹ |AؖV;@F@*Nʜ{@z_~Ab~@懎+\F@"f@F@d@#LJ@8VK@{y@^%@0? 7HFFnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@.?;F6~FgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W??ۿhVHEU +,@cAѥM@1X F?@F@*3Rjc@*" ׏6@*j +@)@)Jdt@ͿrNF$0@1۶AuVTv@n'cF@̴@F@ ƾ=p@!6ݠ@ [-GZ@!>v@!ƔS@ ?f>pF.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU@?!IF*;;ީP@ը6]N%AI 1}@3F@̐@F@9?@ {C@ I{@ ݇@!SqБJ@4@i HF#@G^BlĦo1GF@0qj@F@ vR׾@RW@aץ@o`^?]yEF&\@3PFp:ϣ$@qV1A=`χ@dx +T@B @F@!Lr-@$fK@$u@$ @%~ȟt@Ϳ?E"q@s=ie(Apid4@N{7?F@9@F@'ecd,@'Ui@'e(o@'R\@'S\@,"$FabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@ iTF.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU@!5wtF3VW@Հк1AmS Zc@`F@ )Ie@F@|?T@d;@jF]@ kcB@ t6Nv@4?ԮF#@G^BlĦo1GF@0qj@F@ vR׾@RW@aץ@o`^?]yEF&\@2?oxF{<@ [=B5PY@F@]@ ʪ: @ Y)`o@ Bus@!bVѵ?fffffgVEE +3G@ mtAxe@<*qF?ffffff@F@+t@*ԣx@+,kN@*]C” @)MA5@'?FQb:Ȩ@Ĉ>ASdy|iP@F$F@']U\@F@N=SNW+@<a@3r@4E2@ 䛵?c+Eͺ@RAYF@rF?@F@*'@* |@*TXJb@)S N@) 5.@2:$E/_@G=4Amx@:F?`s@F@,x72@,@,l@+AY@+=S@#333333M|?F>?āNKG@k&gA׭W7y@_F@#1@x@F@Y{F۬@w@O_@^-T@ %X%E@ 333334?dE3 )@ yBA@?Ii)/F@ 333333@F@#y3a@$o@$x@$QcG@% U~m@333333H)EPLƼ@qհ!AA%@N٭F@333333@F@&Ca܍@&#@&~dO@&~@&dX@#333334?3J0F>!H]8@hCFAJG)@-3S\F@#1 M@F@> 8@5z;@3|@Dx"xS@  +'za@?F)X@rg 2A!z@B$fF@$@F@}Ph"@!p@!EIk9@!ԻWf7@"5d9@̿ +ьF$f@9 Aဩ6aw@"F@̳_=}9@F@p蓇@!@ d@!;Y+2G@!436a@ 333333-FXT@4j +F}o7@HuĈLAF]g@AiT@`N@F@i*@.fA @`@hDT3@ lL®?333334ي LظENd}u@ҐAǧƋ@d0&F?333333@F@- /@,pcY@-t@+ّD6@+!=c@?Z*4EfAv{@BAr\'@1F@@F@"Ic-@#ۧ@#k#*Apf.P@F?Q@F@BfF 0@8~H@#?BHFA@M@VgrAxk"@@F@# 1Z@F@@MƊ@Rr:@1"~@_?޸Q?rVFXT@3?T;dF5xKg@VBbn,/mdF@0|hM@F@!1 @xt8@0"@ j1/?xA@@?pFbck%@ѿcAMõrZ@}1F@yB@F@ j|@"kj>@" h@" +#\w/@"<@4@:kEF#@G^BlĦo1GF@0qj@F@ vR׾@RW@aץ@o`^?]yEF&\@ Ϳ>HF1iu̐ +@ְբAfюr@ +CuF@ PsT@F@2-@ K@N%@qx8@ zK_.@ ¦@.G@Fe@|JA*Ȥ @ W:F@-[T@F@L}C|@0@2@7W\=w@-2@#ҰH;F +@9\T@:9$@7NфH@34Ⴅ9@?>[4Fai@q1aA +@,ż+F@g۱l@F@~3Y@!?m@!FRV|@!r3x@"6'"[ @"?ٿLF7P4,@ך+ZPMA䅊_)@dF@!'K@F@DpuX@8]`@4?'F#@G^BlĦo1GF@0qj@F@ vR׾@RW@aץ@o`^?]yEF&\@0?y|Fq5Ǿ@>ŚUsA\m@ +j2LFF@0Sn@F@0Ú@C@]Ҋa@6_ @}tZ@3Ĺ@5?ݮFd@_zBn|]wT{oF@0f+U @F@ @"kş@!/X@%dr@'J@?ᑶ@3?cvF5xKg@VBbn,/mdF@0|hM@F@!1 @xt8@0"@ j1/?xA@@fffffgSќF/*j@.HAݛ-tgF@^KF@fe.a@F@ @"V=&A¥@!ok@"ziR@"ҽDΡE?fffffg#QE +3G@ mtAxe@<*qF?ffffff@F@+t@*ԣx@+,kN@*]C” @)MA5@&?S?FI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`?ffffffHEq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: CeF6= +@ҳrA@v@{+F@mX@F@ $<{@"I'U@!JcW@"&·#@"`g ?ffffff8)(Eq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: @$ť?GzfFXT@(?ÉFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B?Gz?p: PE`TQ@0EOA$V@sF?Gz@F@1%@0 cPE@1b=j@/@-̗1@,[FabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@?K;E3@ᱮOA٥3y@-fZ[F@@F@!Ȧ@#|J_@#.v0@#_o@#ʘ@׉&Fbck%@ѿcAMõrZ@}1F@yB@F@ j|@"kj>@" h@" +#\w/@"<?Ϳ»&üE3ql@>ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@>sZѺFbV@'̳As@ F@&Ms@F@q@Qf@b[i@ _L@u&ă?Ϳ-WxE3ql@>ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU?=p +=g +h ,E ;֑\@TANa@H*EF?=p +=@F@(dFh@( H y@(FwK.I@'oӊ-@'߄Uo@+333334?u LF^Ѵ0@?Y@2A@hpǜF@+N;5@F@g/L@bx@ +X@_@n?fffffg?˝TE +3G@ mtAxe@<*qF?ffffff@F@+t@*ԣx@+,kN@*]C” @)MA5?\([?+}PEqS2 @AĆc"Fg@djUF?\(\@F@/rE@-Gs̟@/^o^@-,k$@,K@.?6pJFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@fffffgJw!SEэ@W~#A׏P:d@8ar&F@k5ӑ@F@"@$0.2a@#Fj@$Ian@$E6 @&?epPFI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`@#?]ūF>Nʜ{@z_~Ab~@懎+\F@"f@F@d@#LJ@8VK@{y@^%@?ǞMFQ@$"JAIds@ F@̉J@F@ 6M!@"/U@"XHSl@"%@#'xT@fffffgVEjI@E-=[AM@I˔|/F@ffffff@F@% $*@%8@%RwV@% (y@%wW@fffffg㶃NvF(`O@tBA(+&@XO>XF@ +/@F@c{i[b@ ˭z@ [E @ stO@!c!$7@ 333334R_E3 )@ yBA@?Ii)/F@ 333333@F@#y3a@$o@$x@$QcG@% U~m@!ʨH @F5|O@S݉ ^A@魞{@ˈTF@!4@F@?=K@%@&~\@ /ږf@ $A@&?c0FI +@&JBMA?kLw@oMzF@%,d@F@?@W@IX@|@3!@0@ffffff?;"܄@Fdu@O/As)? @?uF@f_ح@F@ ˆ!@!ٟ7@!ן1@!d@@"j:R@#`wǠF>Nʜ{@z_~Ab~@懎+\F@"f@F@d@#LJ@8VK@{y@^%@Ϳ3YE̎kO@ŭsfVA +;"6@L\F@@F@%_%@&!ULӲ@&Gr@&.y,@&LWSP +@)?U6΢FW|nc@ZŹ!3A]P@ҎzF@)xtj@F@+ +@N@72{x6@hx~@h_H@+VF\^Â@?yUEAkw @&5*F@*!laR@F@AI(@Nőw@>3i@nP@=ʕГ@ YpFai@q1aA +@,ż+F@g۱l@F@~3Y@!?m@!FRV|@!r3x@"6'"[ @2GvFw7H@!s1B>@%7F@~ygt@F@ +ܨ@)@U@ʮ2^@?GzHඉ +Et +?(@`AKoڤe@E'F?GzH@F@/EYb@-/rYR@.op/k@, @,` +@ A)߀F-0@{#Aç;@F@ +M@F@T@ +k@ v^;@ P`@!%=<@2>F{@44J7B0B?̳F@12B@F@z{@@,֙q@4I@wl)}@2?gH2F{<@ [=B5PY W@ 0CA߹@J+c@ +`F@ /@F@v@ +\@ U"h@ x@!!1,@*|`FX-r[@َ5Ah@&VF@)@F@W:u@,е@,=C@AK2@ȯ;@(  FSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@5?CF'k@KA$ɇK@n9T@5B@F@+-o@Nio @|cz@@qG23@ |D@()mPFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@fffffg٥F(I{7@sm.A,Y+@ZȜF@6e@F@bW+q6@ he@ Zp?@ n+@!b;65@+8xF^a\w@s:viARR@R8.F@*0@F@ZԒe@>@Ą2J@`\ @_v@)333333̰gFU=-@ib?A`?%q1@F@)n~@F@q)n@o(0@bil@@JV@?V":`E[W~@ JFAԘ;ɳ@FoF@@F@$o9@%_L@%0@%qw@%w @1?ԓ!upFs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@.?TpFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@ 333334֙jFXT@333333GI Fh'h)@P0 PrAgv@&捍 F@333333@F@!x7z@#If @"dw?.@#1(@#1zh @(&hhFQTI%S@N 1lA^?۹@BdC]F@(qzN@F@,]@8O@F@Q@E.E@)333333Je*"^FU +r4bh@ځ-˳AHQ@%.CF@,D[-M@F@a|;S@FQ@@:M@"lƨY@ϋ]I@5Z)FUZ3g@ȯ&LAڲ3|d@=0%F@%F,s-@F@":;@j<ٷa;@n)l@@͚P@ߛ ?ffffffdEJcu@ cAX^@IJF?ffffff@F@4 iw)@14:C@2)4@03i@/ЛF?fffffg?D.E +3G@ mtAxe@<*qF?ffffff@F@+t@*ԣx@+,kN@*]C” @)MA5@#?ПӱF@D1d@ح74AZG@y\{F@#M߆@F@#4@Vܢ@Q5@2c`8@ -^H?陙?akVER]@g<\gA=^o@v NrF?陙@F@2Im#J@0 @1V~p@0.b@/,@Ϳ2wE̎kO@ŭsfVA +;"6@L\F@@F@%_%@&!ULӲ@&Gr@&.y,@&LWSP +@3333347tE&"@qfABw|S@NjF@333333@F@&C@&xɑM@&~;"@&@&> m?GzH?{Et +?(@`AKoڤe@E'F?GzH@F@/EYb@-/rYR@.op/k@, @,` +@333334?PߐE&"@qfABw|S@NjF@333333@F@&C@&xɑM@&~;"@&@&> m@.?Ք +KFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@5*meFA@w8lAmN=@R'ѱT@s*@F@aatk@j#@~@v{7@ +, $@4FH_@E dlAp +@9\T@:9$@7NфH@34Ⴅ9??E3L)@0mAγrH@4uF?@F@* Dq!@)f*@*-5@)3*cd@(J0s?Q%-bDpIDq@>#*Apf.P@F?Q@F@BfF 0@8~H@ffffff?o2,Fdu@O/As)? @?uF@f_ح@F@ ˆ!@!ٟ7@!ן1@!d@@"j:R@?=J8F6= +@ҳrA@v@{+F@mX@F@ $<{@"I'U@!JcW@"&·#@"`g @?6pF'U@R!A~@L#Z0F@حV@F@^Zdp@ u a@ q@! j@!x (k@"333333ٞuWF8%zN@׽y&A5A@RIkF@"2Dǰ-Z@F@'$EZ99@Jq\@_{A@ Ǚ[J@ }H[纣@AEcV@t*AP>@!"tF?0OX@F@+|A)@+Ny @+ԕMq@+$+u@+Z)COk@ 3333345ꆸE< @BܨAKi@?TUVF@ 333333@F@#@$]ָ@$*C@$O[@%[C?Q?@I#TE1pIzg@>&Au@灺F?Q@F@6cAn@46W*C@5YHr@3\!|1@1!4r@"333333D_oF8%zN@׽y&A5A@RIkF@"2Dǰ-Z@F@'$EZ99@Jq\@_{A@ Ǚ[J@ }H[纣@!?sGLF5|O@S݉ ^A@魞{@ˈTF@!4@F@?=K@%@&~\@ /ږf@ $A@#8ނ`F>Nʜ{@z_~Ab~@懎+\F@"f@F@d@#LJ@8VK@{y@^%@3ispFr9@lvWALDP( +@'g5T@!"S@F@!H@$z@# @$@%O 7@'? ֱFQb:Ȩ@Ĉ>ASdy|iP@F$F@']U\@F@N=SNW+@<a@3r@4E2@ 䛵@՝qEƃ@G-AзI(X@K͍|XF@@F@'GqQ@';@'ň7@'p#@'"@4?91P`F#@G^BlĦo1GF@0qj@F@ vR׾@RW@aץ@o`^?]yEF&\@(>zFRouɇO@HQVA+F Hz@.i^F@'1&@F@  @lq@4eZ@dv@aj@,dTFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@5?Km7DFd@_zBn|]wT{oF@0f+U @F@ @"kş@!/X@%dr@'J@?ᑶ@)333333޾-nFV0=Ȇ@'!ArA@ +7F@))^ @F@CMq"#@9(h@.5ab@?V6@TFc@333333?-6ZFl@Py'yAs-@&]- F@333333@F@!xnW.n@#@2`@"N@#1tW@# ҇?񙙙¡2"EuGu@EV5A.@82uF?񙙙@F@.~@-a}@. @,@+ {9@3333331IRѾES) @̒]AXQ@6F@333333@F@"Yg@$mF@# 1O@$*9k;@$kFP?333333? E*E~]>E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@ 333333m*cF/fs(@Fn;&fArWN@rF@ 21@F@(=d@ yW@ ]|8@ 6'v@!hb@"333333b%YF8%zN@׽y&A5A@RIkF@"2Dǰ-Z@F@'$EZ99@Jq\@_{A@ Ǚ[J@ }H[纣@333333_Fh'h)@P0 PrAgv@&捍 F@333333@F@!x7z@#If @"dw?.@#1(@#1zh ?Ϳ4Z56E{@+!4AbR`@^ڧF?@F@,N@' l@O@333333XᢔFdy@??A߲9_@ șF@30 @F@O@!胱@!]]CZ@!҉(R@"KvB?333334[;`Eد]@ԙ*:Ad9g@;\F?333333@F@)loU{@(U7@)`A`@(^Zd;@(w@' l@O@333334F &9u@ŽuA3K @˵8'F@)#f3@F@`_@ oZ_@ ޼:K:@ ߛJ@ _J4+Q@Za F)k+@Ք53A5ȉ'H@6:UbF@aiv@F@L\S@ <@ Q8Z@ d@![pf$?eq19@E3L)@0mAγrH@4uF?@F@* Dq!@)f*@*-5@)3*cd@(J0s@5?Ym4Fd@_zBn|]wT{oF@0f+U @F@ @"kş@!/X@%dr@'J@?ᑶ?(\)?mE QF@,,wAX5k@t#0F?(\)@F@,"P@+y@-dv@+^R0c@*t@ ?AjF.ѻD@ɲ9Aym@i1F@T@F@3t-l@ )"T@t@ Te@ +R@+333334р18F^Ѵ0@?Y@2A@hpǜF@+N;5@F@g/L@bx@ +X@_@n@ffffff?dʀILFdu@O/As)? @?uF@f_ح@F@ ˆ!@!ٟ7@!ן1@!d@@"j:R?Q>CnD"@·AF@ qF?Q@F@BR7xxv@A +)@@/vU0@>puX@8]`@ffffff0Fdu@O/As)? @?uF@f_ح@F@ ˆ!@!ٟ7@!ן1@!d@@"j:R@&?7th|FI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`@4? \PF Ʉ d@VA9 @bI6T@'RT@F@sf@8NP@n'U@²Ov@ qJxP@+333334?9p F^Ѵ0@?Y@2A@hpǜF@+N;5@F@g/L@bx@ +X@_@n@2?A@F{<@ [=B5PYFcQa@ۃ^'A )Wl@\F@,| +(x@F@@Bd@/@݆`@;.@:tG@2?'g|F{<@ [=B5PYy@333333?ò Fdy@??A߲9_@ șF@30 @F@O@!胱@!]]CZ@!҉(R@"KvB@b(F`@;Az`w@DF@$Xh@F@?@!1f@ +11%@!Pme:@!%X@"/>A#FXT@&QF)K]@AۢA<д@nUF@{S@F@p>%,w@ )[A-@[@ PD=I@ ]ʬ@J $uFbck%@ѿcAMõrZ@}1F@yB@F@ j|@"kj>@" h@" +#\w/@"<@2ffffg?۬QHF{Wy@֍<B"@ mЙVF@2OQD@F@ b`b@e@{ %@-s@we@!?rb(F2۸`@io'A8f@מIEF@ y@F@:U@ 5E6@s@ d'H@ 2g@5K cFNOKT}@r#aA)(h )@j }F@%*)@F@ `8n}@B4k@!@EP-@mTZQ?Q?@ɄZE1pIzg@>&Au@灺F?Q@F@6cAn@46W*C@5YHr@3\!|1@1!4r@ ?ITPF1<;q@ִS#kA_=@EF@ +H@F@3N,c@ La_s@1@ {0l8@ \ܠ|@%?0qFE [@نb:A󁦉@0F@$!Z@F@08Ȝ8@_ie@HyN@\|e @OZ @?ŢF`^@ҵtpA8g@ F@mX@F@ "x@!ȋ@!Z@"$ @"qn@&?1^FI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`@(K|@F'U@R!A~@L#Z0F@حV@F@^Zdp@ u a@ q@! j@!x (k@?VLE6_E@#A)Ay= EO@NKiF@@F@&L @'huZ@'c4@'~m@'{@"g۽F7P4,@ך+ZPMA䅊_)@dF@!'K@F@D@!rc@"2 dc@"x@4̆ĐFi"@*"AbȟxP@aT@@F@QkI@@ S@ @ `>- +o?ffffff?\ C EJcu@ cAX^@IJF?ffffff@F@4 iw)@14:C@2)4@03i@/ЛF?ffffffKH Eq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: (E~]>E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@?dj$Ec@QUA*@,|F@@F@!N _@#b@ *^@#gI@#9@#54@ffffffI_xFXT@*?y5lFX-r[@َ5Ah@&VF@)@F@W:u@,е@,=C@AK2@ȯ;@5܌Z TF1g@)Dcg A]<G@cGzT@Ie@F@@{@r'/@ ,HL @)0B-@ 8@%FB FHY2@+8qAj$U@f2F@%t@F@=L@THӫ*@S;@/L@J}@4"D'(F!i,@ MA [x5@Е80dT@a@@F@kI@V@ S@ @|[@&?YN$~FI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`@ZA.@ZE3@ᱮOA٥3y@-fZ[F@@F@!Ȧ@#|J_@#.v0@#_o@#ʘ@,Ϳ&&s FcQa@ۃ^'A )Wl@\F@,| +(x@F@@Bd@/@݆`@;.@:tG?333334?$Ӫ> Eد]@ԙ*:Ad9g@;\F?333333@F@)loU{@(U7@)`A`@(^Zd;@(wN@wvT +A])@ +RF?@$=@F@+,۔@+ʼnh@+:"@+ݘ$m@+ )@8tEƃ@G-AзI(X@K1`A!m@"-EF@ff#J@F@!w+fA@"Fy@"pb_;:@"7N@#f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@,c FabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L?(\)dE QF@,,wAX5k@t#0F?(\)@F@,"P@+y@-dv@+^R0c@*t@"333333?q*`F8%zN@׽y&A5A@RIkF@"2Dǰ-Z@F@'$EZ99@Jq\@_{A@ Ǚ[J@ }H[纣@6S*F'U@R!A~@L#Z0F@حV@F@^Zdp@ u a@ q@! j@!x (k@"Ϭ +F7@ׅ]CA修!@aq F@"7+@F@5L*@!|\@ B@ 7@ ȅt@̿2TlF$PO @L߬LAy? +@bTF@̴(@F@p@!H@ :@!=h +@!(?Gzrw58EF6Y@0XAߕ@ +@9\T@:9$@7NфH@34Ⴅ9@%x a+} FE [@نb:A󁦉@0F@$!Z@F@08Ȝ8@_ie@HyN@\|e @OZ @p +=qG8EŰklWx@Ġ2 /7ATy>=@PgF@p +=q@F@&-y[@&Qr7:@&mt@&-fw6@&A<@03333330 b0Fp @64ADK@ #,F@0D܇Tw@F@Cd@&ay@ io@wY@l۱DJ@5?^9Fd@_zBn|]wT{oF@0f+U @F@ @"kş@!/X@%dr@'J@?ᑶ@2? w=@F{<@ [=B5PYo@UDPAB Aw@[F@&{J#:@F@F",@TM+$@t*@,أ{c@%OH#g??fsrpE3L)@0mAγrH@4uF?@F@* Dq!@)f*@*-5@)3*cd@(J0s@=66Fm@ҷIPDA]XD@Q?I&F@* +@9\T@:9$@7NфH@34Ⴅ9@2Դe`F[ZE@SXA|h +Ȩ@,VMzT@,@F@a4n@ Ӄ@R@a[ã@od _?333333?)'jrE~]>E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@3m]7Fp}\@XEPcAg/.k@ѧT@ڐ@F@!77@$(@#2gR@$WƑ@%yeK&@#4zF<3i@2D=A忦RF@-†F@#<:dY@F@|}*7"q@MrA@" vi@z)d3@ 28b@(GAZnFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B?Q?F0DpIDq@>#*Apf.P@F?Q@F@BfF 0@8~H?fffffgGIfE'܉@FjA]4dv@H)c@?F?kl@F@(UkͩLK@(2MB@(7w5/@'q4@'cYdy@4@GJy*F#@G^BlĦo1GF@0qj@F@ vR׾@RW@aץ@o`^?]yEF&\@+333334e)F^Ѵ0@?Y@2A@hpǜF@+N;5@F@g/L@bx@ +X@_@n@![.TF5|O@S݉ ^A@魞{@ˈTF@!4@F@?=K@%@&~\@ /ږf@ $A@Ϳ%yN EfAv{@BAr\'@1F@@F@"Ic-@#ۧ@#k9@?UxE[W~@ JFAԘ;ɳ@FoF@@F@$o9@%_L@%0@%qw@%w @(?eFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B?ffffff?):ݧ@E'/@G |QALAE @."F?ffffff@F@+1w4@*z@+@*;m#1@)@4aFl+@>>+Aߝ 9@1T@"Pr[@F@i@. @@Ã@ئ@Ϳ21i}E^$V@`VFA[@2IF@&ر@F@"J_@#*@#k׸P@#͍@$^@OJ E@4-iA£ˆ@M|F@ _|@F@'m>ְV@'Sυ^@'1ޙ@'Ӽc@';U#@*<:F@P!$ +A3X@X/F@U @F@1FW`|@!Oj@![+Vv@!n"@" ej@-vBG@+|@*-@?+^lF6= +@ҳrA@v@{+F@mX@F@ $<{@"I'U@!JcW@"&·#@"`g @ SK'FXT@ͿӘ22"E̎kO@ŭsfVA +;"6@L\F@@F@%_%@&!ULӲ@&Gr@&.y,@&LWSP +?Gz?-* EF6Y@0XAߕ@ +@9\T@:9$@7NфH@34Ⴅ9@#?-zF>Nʜ{@z_~Ab~@懎+\F@"f@F@d@#LJ@8VK@{y@^%?ٙO=©FXT@!?KF3VW@Հк1AmS Zc@`F@ )Ie@F@|?T@d;@jF]@ kcB@ t6Nv@#9 9F@D1d@ح74AZG@y\{F@#M߆@F@#4@Vܢ@Q5@2c`8@ -^H@3ucFr?tꃱ@A9ք@;$T@ s@F@!6TD@$Go@#_@$y'@%Tq??|tEͺ@RAYF@rF?@F@*'@* |@*TXJb@)S N@) 5.@? %8&X E3@ᱮOA٥3y@-fZ[F@@F@!Ȧ@#|J_@#.v0@#_o@#ʘ@ ?랬'F2tH@uA (@*F@ bѦP@F@ 6i@ :An@x@ i:&F@ L%l@5?\4rFd@_zBn|]wT{oF@0f+U @F@ @"kş@!/X@%dr@'J@?ᑶ@(?ZnFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@ffffff`i2Fq@TAd@!RF@ff#J@F@!}@" Q@"odD@"`m@#;A @(?jFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@2?=7F{<@ [=B5PYv@!ƔS?p[Eͺ@RAYF@rF?@F@*'@* |@*TXJb@)S N@) 5.@ 333334!G}E8?@y?A@?!,LF@ 333333@F@#ڎn@$<>6[@$y @$Ҝ +d@%ZpoL@ "@F@"KVZ@#7l@#%CQ@$ h @$N/UGk@333333QGES) @̒]AXQ@6F@333333@F@"Yg@$mF@# 1O@$*9k;@$kFP@&ffffff? xTXFK֙@8GujaA$@c~hN_F@&\X%[\@F@$7q@HZA@O@@iH@`Y?fffffg?I E +3G@ mtAxe@<*qF?ffffff@F@+t@*ԣx@+,kN@*]C” @)MA5@ͿԡE^qe@Q}zAG.@1S%F@Ύd@F@"Ih@#oM? @#ky@# M@$W-p?333334?,~kEد]@ԙ*:Ad9g@;\F?333333@F@)loU{@(U7@)`A`@(^Zd;@(w@!4uB@!D@!*QM@"ĺ2>@? +JEfAv{@BAr\'@1F@@F@"Ic-@#ۧ@#kF@$b쪸@F@,P=@JyR@N̟@lQ 3U@ @,1ҥzFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@2ffffgo`F| }b@ֽ(uB;܋N@ _5gF@23@F@ OW@Y[X@o]@={3@ X@4Ķ*hFf/f@O\WAۜj@Ho3} +T@9.<@F@Ii@[jI@ ًS@k @ n@ffffffi$FXT?GzH?7zEt +?(@`AKoڤe@E'F?GzH@F@/EYb@-/rYR@.op/k@, @,` +?(\)BJ:E QF@,,wAX5k@t#0F?(\)@F@,"P@+y@-dv@+^R0c@*t@*? 0FZCc6@_NA9\r.@W + F@)٢i}@F@ +@j@!?@ Mr}@IW@2?ֺ'F{<@ [=B5PYFQ@$"JAIds@ F@̉J@F@ 6M!@"/U@"XHSl@"%@#'xT@4g {rF=g1@D/]\FA܈H`@&U$T@r8\g@F@Mw@ÌI'=@֭D@:e@}4C@ ?!F.D5O)@!ȯ-A׮`a@4'fF@~@F@L @ +`@ n@ +@!!Ǻ?@̿6'$F"즩;3@ҙɘ0^A޶X?@H%F@}At?@F@ 3~xͺ@" >@!rc@"2 dc@"x@3٧"Ezq@D0A\@f.UzF?]ce@F@-b@,jMs@-ðk@,z@,"%@0?ϏoFmq5~.b@ib$Aޅ ĕF@ i!CF@/%@F@Ξ@ٗumw@d@DYfT1e@@۱@ $'#F.,-SZ@,A&?@Wq F@+@F@&[@kc&@e9@㙰@ 9O@=@'̿*Y FQA@]*ǝAW*@7*XjF@)FV@F@ ?Cq@7@3~H@kcg@d.AKP?Q܇9NQDpIDq@>#*Apf.P@F?Q@F@BfF 0@8~H@0COF=z6@xA2j@"F@n@F@x%@/t@4o,@P@ AzSl8@333333 (REŮUh@qհ!AB KJA@NwtF@333333@F@&C˝i@@&^|@&~^ ;@&U[2@&]u@_e@4略 8|F!i,@#*Apf.P@F?Q@F@BfF 0@8~H@?T@F'U@R!A~@L#Z0F@حV@F@^Zdp@ u a@ q@! j@!x (k@!?a@cF5|O@S݉ ^A@魞{@ˈTF@!4@F@?=K@%@&~\@ /ږf@ $A@2?ZXF{<@ [=B5PY@!rc@"2 dc@"x@333333upNES) @̒]AXQ@6F@333333@F@"Yg@$mF@# 1O@$*9k;@$kFP@ffffff9Y˼Fꭹ@A2/@"D F@ff#J@F@!D*@"m@"q癳@"d -@#=f@1?/&6Fs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@?ڪE3@ᱮOA٥3y@-fZ[F@@F@!Ȧ@#|J_@#.v0@#_o@#ʘ@(?$FQ|B@E8AzqA@DWrF@'T:@F@6)sq@'S@;K7B@.)*B"@F@.*$F b$e^@щPs֯A=>D@gdž_F@Ϫ͟@F@ ę@"J/@"%Wc:I@": @"Z@ffffffl!Eo魬`@__A IRs@M\gF@ffffff@F@%)9@&<=I?@&V]@&H@&dLs @d!.{hFXT?ffffff?ۻS0Eq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@,?VزT0FabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@&:DFI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`@p +=qiZtEŰklWx@Ġ2 /7ATy>=@PgF@p +=q@F@&-y[@&Qr7:@&mt@&-fw6@&A<?陙?m[ER]@g<\gA=^o@v NrF?陙@F@2Im#J@0 @1V~p@0.b@/,@ ?8D+F.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU@0Ϳ{mo8Fq<I@p\A&tZ@ !¥F@0Q@F@$a@2:U@&,H@T_W@*e@333333?GضES) @̒]AXQ@6F@333333@F@"Yg@$mF@# 1O@$*9k;@$kFP@(VFbck%@ѿcAMõrZ@}1F@yB@F@ j|@"kj>@" h@" +#\w/@"<@4?'F#@G^BlĦo1GF@0qj@F@ vR׾@RW@aץ@o`^?]yEF&\?Q0N DpIv@>"^A:oO@HF?Q@F@@θTa@=:wV@?ce0@:M#T~@6 <?Q?o(E1pIzg@>&Au@灺F?Q@F@6cAn@46W*C@5YHr@3\!|1@1!4r@5? FnL[@_rAؾYl@lYƳT@{@F@Q_@O9#}@Yj@ٕ:"@ |V@*?a4իFX-r[@َ5Ah@&VF@)@F@W:u@,е@,=C@AK2@ȯ;@#333333?zqFF>4p(@kKAӎ'0@oԗF@#1C@F@[:@ݏH@o@`&@ &(@&fffffg? 0pFKW@EmDtABdƕ@qm@F@&]3H+@F@C-@"@fy@E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@1\pF a?@хHAx@4,F@A;@F@ ˏW@"mƚ@"$9#~@"bۉC@"8#g@.fffffgـp+Fh|Y@ջ)B +=@ ^F@;PdE#@F@?6C@!@?&.(@XM@X @2?%bMdF{<@ [=B5PYɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU?GzSM&nE`TQ@0EOA$V@sF?Gz@F@1%@0 cPE@1b=j@/@-̗1@̿˵eF*;;ީP@ը6]N%AI 1}@3F@̐@F@9?@ {C@ I{@ ݇@!SqБJ@,?4FabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@&ffffff2FK֙@8GujaA$@c~hN_F@&\X%[\@F@$7q@HZA@O@@iH@`Y@)KC6FW|nc@ZŹ!3A]P@ҎzF@)xtj@F@+ +@N@72{x6@hx~@h_H??܎iZE3ql@>ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@ ̿ʚE/7]}@v)Ai@;L譳F@ @F@#Cv @$sυ@$4f@$@$[xq?ͿNf0EXQ@8:Ab@B#pF?@F@(8@(nH5@(Eû@(J?3@("v O@%1$tFD!s@ԵZ{A`~@E\3F@4>9.@F@T@Lz@Op A@Kҁ@ +ۤ@&ffffff?[GFK=R@8 JAeW(@cLɹF@&\nm@F@$'i'@sD@+5@hVԤ@`Y?Ϳ:x;EYp&@7$JA1ϑ@BƿYfF?Æx@F@(&Sc@(n$B@(:@(J@("6DB@)333333ۛ/xFU=-@ib?A`?%q1@F@)n~@F@q)n@o(0@bil@@JV@.?DZ5.`FgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@ 333334?bzE8?@y?A@?!,LF@ 333333@F@#ڎn@$<>6[@$y @$Ҝ +d@%ZpoL@ +ffffffK{E ,t?@ɖH73AջZu@A&suF@ +ffffff@F@#ڤg#.|@$Lfb@$ +D@$@%+L蕣@%ԅUFHY2@+8qAj$U@f2F@%t@F@=L@THӫ*@S;@/L@J}@3*o$Fq@B:u.AhQ,m@pV;]T@2z$@F@!\@$sCv3@#MaI@$.=Y@%H #?ffffffA2E'/@G |QALAE @."F?ffffff@F@+1w4@*z@+@*;m#1@)@.>U7`FgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@,?sBFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@%kN)FGѥx@ٽvx+*AF@| PF@%ՂU5@F@_ Zw@~O@~Y.0@Ʌ 5@Or=@&ͿIW$FMW}@Q],{AC麙/@\HyF@'4@F@ +8@ +&O@%p@-y;@&QO@&津'䪆FHIS @E Ay@5?x F@5s7!<@F@@&5@mZ0@&v@XCZ@&@&fffffg?SFKW@EmDtABdƕ@qm@F@&]3H+@F@C-@"@fy@E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@ ̿甆9 6F2tH@uA (@*F@ bѦP@F@ 6i@ :An@x@ i:&F@ L%l@#333333?ͩHPF>?āNKG@k&gA׭W7y@_F@#1@x@F@Y{F۬@w@O_@^-T@ %X%E@Ϳ +P[4`E̎kO@ŭsfVA +;"6@L\F@@F@%_%@&!ULӲ@&Gr@&.y,@&LWSP +?Gzf@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@$?g`FAhʞK@\bhA斕IEt@z|F@$$ ǎk@F@NGi@߁@a@0@@NOnDEEyW@1Ab &$@lF?#x@F@-ewe_@,Yyku@-pOl@,M@,N2@0?~BFq5@CYQcASE<@ ,fHLF@0Ԁu@F@2 շ4@Dwz@7CW@J@ʼP?Q?rVDpIv@>"^A:oO@HF?Q@F@@θTa@=:wV@?ce0@:M#T~@6 <?Q@9mFXT@&`uFXT@"ܴiɱPF7'I @׋[cA䴯@Ż;F@"'8@F@7o@uI@˓@ G]%@ 7@?By0F.K@ӜM3MGA@xr +@FF@|J@F@U{#@!Mlk@!442@!B~@- +@"&ʎ4L@Ϳ5lAFQ@$"JAIds@ F@̉J@F@ 6M!@"/U@"XHSl@"%@#'xT@,?Q ^FabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L??ePE3ql@>ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@?%h +Er +@4ہکA"u>u@0TKYDpF@@F@"5^#@#ʧ&@@#[!ş@#G@$}r@ ?e?F.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU@333334?ðNF ԈF@*$5A@ zAF@3(0@F@p?@![MH@ !R:@!_謆@!])@ 5/FXT@fffffgXIEjI@E-=[AM@I˔|/F@ffffff@F@% $*@%8@%RwV@% (y@%wW@( FSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@)333333߲5pFV/C@ M7AXhG@ NF@)csl&@F@FL@=@2sQ@hr@f@%'@?icdEanć@2AF]g@1 C;F@@F@"7D"&t@# +Z8@#\lgd@#͝ <@$ +#ۛ@D}ǜEGcT+@cB'AO(`a@n>߾F?QH@F@+ߊj@+w:Go@+PL@+Vtmv@+2 @0YࣣTFnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@'?ɘJFQb:Ȩ@Ĉ>ASdy|iP@F$F@']U\@F@N=SNW+@<a@3r@4E2@ 䛵@#m̎6uFXT@#%qXF@D1d@ح74AZG@y\{F@#M߆@F@#4@Vܢ@Q5@2c`8@ -^H@0?̗R"FmZ~@P'ùeB8;UU@ }؍CaF@:E Z@F@DVZ@Max@+__@qM^@L/@4?F cFw_@|/Ab{@v)T@EwUq@F@V{@> Z @o^ӵ@J?m/@ 5VX|;,@>;!lEdNb@B."Ay- @*&F?KH@F@/'r:@.uXS'@0@.Y@-/,)@ ?D=F.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU@333334?-m~lFv3!ֵ@QpX1A@&)+F@333333@F@!wgi@@#@"-@#0@# q^E??Ӕ`E`)@0mAγ*@4oĈRiF?@F@* /-3@)Cig@*&`k@)3$Xd{@(k?U,nEͺ@RAYF@rF?@F@*'@* |@*TXJb@)S N@) 5.@%?|"FGU$W@ٻA\AXd@{F@%<`@F@M@}*@}*AH@彸=@8_5W@4_+x#F@i9@~[0YyADLG@QA9T@6@F@ft@@$`@=#e@{7@9^u+@@FyFXT@333333?EPLƼ@qհ!AA%@N٭F@333333@F@&Ca܍@&#@&~dO@&~@&dX??6 EU +,@cAѥM@1X F?@F@*3Rjc@*" ׏6@*j +@)@)Jdt@?W㪀EБ u@EaUQuAoa >@K[cEF@@F@%T0b @% @% Ck@%C}@&&??5t0Eͺ@RAYF@rF?@F@*'@* |@*TXJb@)S N@) 5.?333333?tME8\|@ n݇(Aln@wF?333333@F@5Yop@3O@4?@2 aB)@0@!?}vF2۸`@io'A8f@מIEF@ y@F@:U@ 5E6@s@ d'H@ 2g@333333 +jRFl@Py'yAs-@&]- F@333333@F@!xnW.n@#@2`@"N@#1tW@# ҇?Gz+O E`TQ@0EOA$V@sF?Gz@F@1%@0 cPE@1b=j@/@-̗1@(?S"xFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@333334?{۾x(F ~@%c%hA 9@bGF@3)=+@F@Ť@!`N@ =OH +@!XT[1@!:x]x@.@" FgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@%ў u FG5K@پ_*WtA詬JnP@| )wjF@%(n@F@qfLD@ (@md@"E%@ۅ)'?Ϳx;E3ql@>ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@?p;rPE6_E@#A)Ay= EO@NKiF@@F@&L @'huZ@'c4@'~m@'{@)?UYpFW|nc@ZŹ!3A]P@ҎzF@)xtj@F@+ +@N@72{x6@hx~@h_H@,7hFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@ ̿UXF2tH@uA (@*F@ bѦP@F@ 6i@ :An@x@ i:&F@ L%l@ ͿcS.lE:\@6AZ9z@<8F@ @F@#Ep@$u9s7,@$68!@$JJ}@$Ƽ:? +=p +CENG9`@:AԶr@D{F? +=p +@F@3%3@1arMA[@2ylE@0q#@/˅@ ?PzEF.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU@?SߒE[W~@ JFAԘ;ɳ@FoF@@F@$o9@%_L@%0@%qw@%w @333334?YE&"@qfABw|S@NjF@333333@F@&C@&xɑM@&~;"@&@&> m? +=p +?o`9a$ENG9`@:AԶr@D{F? +=p +@F@3%3@1arMA[@2ylE@0q#@/˅?ffffffcpEq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: @F@]@ ʪ: @ Y)`o@ Bus@!bVѵ@333333BFS,^@=DAKB@ 7C*F@8Y@F@dO?@!@!^+@!zN!@"L_@5?B~Fd@_zBn|]wT{oF@0f+U @F@ @"kş@!/X@%dr@'J@?ᑶ@&fffffgcȞFKW@EmDtABdƕ@qm@F@&]3H+@F@C-@"@fy@@F@~8_@m@ @p@p_@5?z3pF+J @imAFr@T@Se@F@zl@?C@%I@ɛȅi@ tsJ@3(Fml̶}@O6zAG!A|7@$kj%TT@y3@F@! 3@$_@$ 5%{@$&5@%Ն"?θQ?ޕDPD"}'@Wr7AP_t +@pF?θQ@F@Aw @?>AN@@@;OӐP@7X`@333333?lYFl@Py'yAs-@&]- F@333333@F@!xnW.n@#@2`@"N@#1tW@# ҇@,?q cdFcQa@ۃ^'A )Wl@\F@,| +(x@F@@Bd@/@݆`@;.@:tG@ͿD76E^FPxf@'xApu@26`F@͋)oe@F@"J@#S@#k:@#,@$qJ@?įךF)|@՗"ZCpAEy@̪F@]m@F@CFRm]@ vN@ M}@c@ Zl;5@!V +K@#333334?YNF>!H]8@hCFAJG)@-3S\F@#1 M@F@> 8@5z;@3|@Dx"xS@  +'za@?7]ܼF"R@| APVZP@?GF@QSa@F@n͕@!;@!c,z@ Mcm@!N@!!@,>v6FabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L?3333346s9*ENd}u@ҐAǧƋ@d0&F?333333@F@- /@,pcY@-t@+ّD6@+!=c@ ?lQ)tF18< @ֻl-GAo7}@ۉc[F@ r}ݺ@F@(6@ Gj[{@m +*@ v-"v@ 愁6??RdE3ql@>ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU?|NE`)@0mAγ*@4oĈRiF?@F@* /-3@)Cig@*&`k@)3$Xd{@(k@(03-F `J@Η:A@ &@!ՠobF@!PI@F@ Rp@! @!~;P@!C+rb@"/Ԫ*@&ffffff? gJ4FK֙@8GujaA$@c~hN_F@&\X%[\@F@$7q@HZA@O@@iH@`Y@ +ffffff?бTWE ,t?@ɖH73AջZu@A&suF@ +ffffff@F@#ڤg#.|@$Lfb@$ +D@$@%+L蕣@$ffffff&,FCEF/@بFXA +IrE@,oF@%64@F@eh<@9@J@u!@b^Ӑ@ ?pGE+@AAwX9@;q~&]AF@ @F@#C~C@$tq%@$47@$<4@$Œl@'fffffg?-> FO0ya@ME|A\F@^oaF@'Xe+@F@xR@d@)@odk@dU'@?*"*Ei4>@R0+AP@,{F@@F@!Ӓ@#ae@#5u@@#LN(@#hV?Q?_rM +E1pIzg@>&Au@灺F?Q@F@6cAn@46W*C@5YHr@3\!|1@1!4r@ffffffV"OFdu@O/As)? @?uF@f_ح@F@ ˆ!@!ٟ7@!ן1@!d@@"j:R?Gz?#i!4TE`TQ@0EOA$V@sF?Gz@F@1%@0 cPE@1b=j@/@-̗1?QisuDpIDq@>#*Apf.P@F?Q@F@BfF 0@8~H@?OzF'U@R!A~@L#Z0F@حV@F@^Zdp@ u a@ q@! j@!x (k?Q?`oE1pIzg@>&Au@灺F?Q@F@6cAn@46W*C@5YHr@3\!|1@1!4r@3?PQ*F5xKg@VBbn,/mdF@0|hM@F@!1 @xt8@0"@ j1/?xA@@ ̿:ؐE+@AAwX9@;q~&]AF@ @F@#C~C@$tq%@$47@$<4@$Œl??.ºE3L)@0mAγrH@4uF?@F@* Dq!@)f*@*-5@)3*cd@(J0s?Q?nEw'@DXs5A]n?@KjF?Q@F@.O +@-/6)i@.x!6*@,ח[U@+vO|z?ffffff1HEJcu@ cAX^@IJF?ffffff@F@4 iw)@14:C@2)4@03i@/ЛF@0?!PFnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@,?VaZ FabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@0? +U 8FnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@,/pFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@6F9F[1@ hvAߴl@^}/C&T@M@F@lm%@1ʂm@ݣȷ@@ۄȊ@#333334?ɴlF>!H]8@hCFAJG)@-3S\F@#1 M@F@> 8@5z;@3|@Dx"xS@  +'za@#?օ:]`F@D1d@ح74AZG@y\{F@#M߆@F@#4@Vܢ@Q5@2c`8@ -^H@333334ƘρǠF ~@%c%hA 9@bGF@3)=+@F@Ť@!`N@ =OH +@!XT[1@!:x]x@.1twFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@%?8FHY2@+8qAj$U@f2F@%t@F@=L@THӫ*@S;@/L@J}@ 333334?0_nE3 )@ yBA@?Ii)/F@ 333333@F@#y3a@$o@$x@$QcG@% U~m? EU +,@cAѥM@1X F?@F@*3Rjc@*" ׏6@*j +@)@)Jdt?333334p3cEå@ǰ Ad +I @;cF?333333@F@)lt03@(|P@)`ҿ@(95@(w\l@,lF9E@f 47A簙T0C@|%EEF@E@F@N{@há@DMc@De@ M @2?>#ufF{<@ [=B5PY@7zm-@+gJ@N0\@@4:V?xkF} @l%Ab@[@V4{T@ ԕ*@F@xdq@@5o@ʒ'%@0;0O@4?P잚E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@4?F@fF#@G^BlĦo1GF@0qj@F@ vR׾@RW@aץ@o`^?]yEF&\@*?r40FX-r[@َ5Ah@&VF@)@F@W:u@,е@,=C@AK2@ȯ;@!ڬeUFXT@>ەJmFd%@ѝhAF"W@*.XzT@Yt[@F@!Wm7/@$: *@#JY@$~i@%d]@E[W~@ JFAԘ;ɳ@FoF@@F@$o9@%_L@%0@%qw@%w @ffffffqF'?@0{aA4>X@ xcF@ff#J@F@!;Gk@"]@"n\@`@"Jˣ@#:j@!?3ވF5|O@S݉ ^A@魞{@ˈTF@!4@F@?=K@%@&~\@ /ږf@ $A@(?b0FSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@1?5yFs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@$ffffff?DFB\~P!@+S A 9M@lF@$b*@F@}Lf@L3@PXC>@' l@O@(?ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@?E#6@Fm@ҷIPDA]XD@Q?I&F@*;@!c,z@ Mcm@!N@!!@4?ΫF#@G^BlĦo1GF@0qj@F@ vR׾@RW@aץ@o`^?]yEF&\?Q?g PDpIDq@>#*Apf.P@F?Q@F@BfF 0@8~H@̿㗁*F$f@9 Aဩ6aw@"F@̳_=}9@F@p蓇@!@ d@!;Y+2G@!436a@ ?OpwGv E *S@~ ;A[J*@B}fLF@ @F@$@% @$p#@%^)@%P4so@?Ψli FQ@$"JAIds@ F@̉J@F@ 6M!@"/U@"XHSl@"%@#'xT@ ?f63rF.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU@ͿseE^hw}t@aAOw|@2-qF@֥@F@"J~*e@#~ާ@#kS$@#@$h]j@#333333ru`F>?āNKG@k&gA׭W7y@_F@#1@x@F@Y{F۬@w@O_@^-T@ %X%E@4J;bF>% J@!"JIAY1@KK#T@g_o@F@R;{@q-9 @@ZRF @;5/@ s;@!YtF3VW@Հк1AmS Zc@`F@ )Ie@F@|?T@d;@jF]@ kcB@ t6Nv@Ϳ֜W=EfAv{@BAr\'@1F@@F@"Ic-@#ۧ@#k@F@]@ ʪ: @ Y)`o@ Bus@!bVѵ@ AF.D5O)@!ȯ-A׮`a@4'fF@~@F@L @ +`@ n@ +@!!Ǻ?@3?]]y2F5xKg@VBbn,/mdF@0|hM@F@!1 @xt8@0"@ j1/?xA@@333334?_"PPF c8nD@"M­NAŚQQ@OڃF@3*cP@F@>;@!c,z@ Mcm@!N@!!@4? FSed@a|ƴBm?sb4F@+[6@F@ |@hƒ8W@!dP +@?#8@.?_޺FgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W?񙙙?yUEuGu@EV5A.@82uF?񙙙@F@.~@-a}@. @,@+ {9@?BʳFNrF"즩;3@ҙɘ0^A޶X?@H%F@}At?@F@ 3~xͺ@" >@!rc@"2 dc@"x@?MF$0@1۶AuVTv@n'cF@̴@F@ ƾ=p@!6ݠ@ [-GZ@!>v@!ƔS@2?:N lF{<@ [=B5PY^LmD"@·AF@ qF?Q@F@BR7xxv@A +)@@/vU0@>puX@8]`@?dEz@ 5gAD&Q@42$F@@F@"͍#@#KR_,@#'@$ 9k@$Mc@4ܿ |DFN@ 0As.K@[5vT@1P@F@΋ɶ@ɱ&VY@A^@i@ T@ 2i/F-|Y?@Ԇ؟ZAֵd@SmF@$@F@IB@ ,HR@~—g7@ W g@ B@3y6FotXh@4+ A\2@KeT@:S&@F@! ٿ@$˱@$?.@$/@%A?@} $F I}zQ@ъ++A/€@iCF@V}@F@ w@"Γ¨@"'^@"IR@"I@*?v$FX-r[@َ5Ah@&VF@)@F@W:u@,е@,=C@AK2@ȯ;@2?QzF{<@ [=B5PY@ a0 4@1?݈Fs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@2?F{<@ [=B5PY?āNKG@k&gA׭W7y@_F@#1@x@F@Y{F۬@w@O_@^-T@ %X%E??đ4@E3ql@>ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@YE|yEf|nf@LT4nAXx@3qSF? c +Sz@F@/CR +@.@/q-@$@.ODJ@-0i@?"MaFm@ҷIPDA]XD@Q?I&F@*f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@ +ffffff?cFE ,t?@ɖH73AջZu@A&suF@ +ffffff@F@#ڤg#.|@$Lfb@$ +D@$@%+L蕣@3?w 9F5xKg@VBbn,/mdF@0|hM@F@!1 @xt8@0"@ j1/?xA@@*?e4NFX-r[@َ5Ah@&VF@)@F@W:u@,е@,=C@AK2@ȯ;@(?QFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B? +=p +TrpENG9`@:AԶr@D{F? +=p +@F@3%3@1arMA[@2ylE@0q#@/˅@333333,lx Fh'h)@P0 PrAgv@&捍 F@333333@F@!x7z@#If @"dw?.@#1(@#1zh @#?mعŠF>Nʜ{@z_~Ab~@懎+\F@"f@F@d@#LJ@8VK@{y@^%@?{Ei4>@R0+AP@,{F@@F@!Ӓ@#ae@#5u@@#LN(@#hV@.?)FgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@333334S*E&"@qfABw|S@NjF@333333@F@&C@&xɑM@&~;"@&@&> m@ ʶnE *S@~ ;A[J*@B}fLF@ @F@$@% @$p#@%^)@%P4so@)333333?\TFT =8@ֿOA$ !@ƎF@6]`A7L@F@cbR~@u!O@ [@4FR<@{q*@2?ڦFxl `*l@ZBB9X@ q]F@1,@F@ b4_@ +2@䷘2 @c@?!Im@-ffffff?{rFcRJŜ@כa1bA?k@se6F@86z@F@#-@pP@}W@@@dB`@4?wF]Yp@PS8A ty@O.@DvAC.@>G|F@ 2X%@F@] @ |%N@ G@ dq[@!$?Q?ҳFWHEw'@DXs5A]n?@KjF?Q@F@.O +@-/6)i@.x!6*@,ח[U@+vO|z?Q#FXT@ ?UUPF2tH@uA (@*F@ bѦP@F@ 6i@ :An@x@ i:&F@ L%l?sKEU +,@cAѥM@1X F?@F@*3Rjc@*" ׏6@*j +@)@)Jdt@s6yFXT@?yz%vF`@u3@ҟ~ g Aң&o@ٻF@:%@F@ -<@"nr)y@!@"-wnce@"BI@ ?; +dRjF.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU?333334EY jRɨ@V*OAT@g^jDF?333333@F@1ţZ@0NJ*$@1?\ 4@/zb@.q) +Mi@2?d.F{<@ [=B5PY&Au@灺F?Q@F@6cAn@46W*C@5YHr@3\!|1@1!4r@0SD}ZF"IN@ҁ[Aa@G2gF@Hj@F@9?=@!veF\@!T@! |K@!{m ك@8#lFqiA ы !AKԮB@InT@sWp@F@#u@&z:@& )@'@'v!H]8@hCFAJG)@-3S\F@#1 M@F@> 8@5z;@3|@Dx"xS@  +'za@0 `FnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@5"r$#FJԭJ@ƋSA=Af@hT@\@F@ކ@nbi@8/(o@ O@ p]@1?}85Y4Fs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@3̒(FPb@܁{cAuۣ@r;F@&vtc5@F@3V;i@@'@J R@x~@܁{? +=p +?Iw(ENG9`@:AԶr@D{F? +=p +@F@3%3@1arMA[@2ylE@0q#@/˅@?|qTEfAv{@BAr\'@1F@@F@"Ic-@#ۧ@#k( ?Y*SF@.[W@F@*?Z@]*$5@6Q@Gk8b@1 (3U@(?njHFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@LFXT?Q?uEw'@DXs5A]n?@KjF?Q@F@.O +@-/6)i@.x!6*@,ח[U@+vO|z@1,jKDFm@ҷIPDA]XD@Q?I&F@*U}@ tVVF@-S;w@F@Hp]@#RA@e喐@ _ݚ@2?\([?kMEqS2 @AĆc"Fg@djUF?\(\@F@/rE@-Gs̟@/^o^@-,k$@,K?θQ? tPJD"}'@Wr7AP_t +@pF?θQ@F@Aw @?>AN@@@;OӐP@7X`@!?.~ 7`F2۸`@io'A8f@מIEF@ y@F@:U@ 5E6@s@ d'H@ 2g@?.!ԀE6_E@#A)Ay= EO@NKiF@@F@&L @'huZ@'c4@'~m@'{@,?[&@FabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L?ͿiyEYp&@87u8AWh@BeF?ݓm@F@(&R@(n".2L@(Vk@(J%@("U A@fffffg?5aF(P3]@{b{@R0+AP@,{F@@F@!Ӓ@#ae@#5u@@#LN(@#hV@ 4sqnFXT@0333333?DqdLFp gl@ ӾA\4 q@ ߲4F@0@F@$:@1\)@w@[x@xAe)@,?O>@FcQa@ۃ^'A )Wl@\F@,| +(x@F@@Bd@/@݆`@;.@:tG@).)+FW|nc@ZŹ!3A]P@ҎzF@)xtj@F@+ +@N@72{x6@hx~@h_H?zG|@9mFXT@333333IMdF\@; +A%c@ _F@AN;6@F@^@!9-fu@!^8@!T@"KrPT-@ ?H~QmFF.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU@#2F<],ޒ@-"RtAu|r@9_F@#Iex@F@yKK@4+p4@9X@w(#@ 0g =?ffffffvEq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: puX@8]`@'?п2ߋFQb:Ȩ@Ĉ>ASdy|iP@F$F@']U\@F@N=SNW+@<a@3r@4E2@ 䛵?333333 !`E~]>E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@&fffffg?naRFKW@EmDtABdƕ@qm@F@&]3H+@F@C-@"@fy@X@ xcF@ff#J@F@!;Gk@"]@"n\@`@"Jˣ@#:j@fffffg?*n3ZTF/*j@.HAݛ-tgF@^KF@fe.a@F@ @"V=&A¥@!ok@"ziR@"ҽDΡE@"KE6_E@#A)Ay= EO@NKiF@@F@&L @'huZ@'c4@'~m@'{@ Ep`F.ѻD@ɲ9Aym@i1F@T@F@3t-l@ )"T@t@ Te@ +R@ ̿dҮE+@AAwX9@;q~&]AF@ @F@#C~C@$tq%@$47@$<4@$Œl@0333333}dQB^FXT@ffffff?bDRF@ h@3IAݤzv@CF@fe.a@F@ @"Tm) @!@"x˫@"K:@#Ϳ+uFA@M@VgrAxk"@@F@# 1Z@F@@MƊ@Rr:@1"~@_@-ffffff$Fd+8l@GhʣALo ^-@ F@;h@F@N8@F@Ԭˤ@l2F[t@b(@ffffff?١gxFꭹ@A2/@"D F@ff#J@F@!D*@"m@"q癳@"d -@#=f@5? 'Fd@_zBn|]wT{oF@0f+U @F@ @"kş@!/X@%dr@'J@?ᑶ@,?І62`FcQa@ۃ^'A )Wl@\F@,| +(x@F@@Bd@/@݆`@;.@:tG@Ϳw`E^$V@`VFA[@2jZF@bs@F@"Jvp@#O@#k׶xr@#g@$4‡@,Ϳ) Fch<*`@CAخr@2RF@-j@F@GI@< C@kg@8S[@7=@Ϳ+E^ͼ7@̵Ax@1"*F@.@+N@F@"In-@#2Pާ@#k|NB@#є@$35@#?F>Nʜ{@z_~Ab~@懎+\F@"f@F@d@#LJ@8VK@{y@^%@!?C5D`F2۸`@io'A8f@מIEF@ y@F@:U@ 5E6@s@ d'H@ 2g@#?t70F<b@7g'A嵩S:@jODF@#.@F@~=@X4@Nr@$HJհ@|Y?@ 3O?θQ?ƵD"}'@Wr7AP_t +@pF?θQ@F@Aw @?>AN@@@;OӐP@7X`?333333?3]@E8\|@ n݇(Aln@wF?333333@F@5Yop@3O@4?@2 aB)@0@ffffff?* +Fꭹ@A2/@"D F@ff#J@F@!D*@"m@"q癳@"d -@#=f@!h +~F2۸`@io'A8f@מIEF@ y@F@:U@ 5E6@s@ d'H@ 2g@?NF$@r;@jAbqAN@@@;OӐP@7X`@2PRhFpꯤ@88=B'Ca^? ةlF@ gAJM+,@F@@ k@ `^#fP@ )6@ ?ffffff?ƵLEq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: m@333334?ŖOOPFv3!ֵ@QpX1A@&)+F@333333@F@!wgi@@#@"-@#0@# q^E@&ͿkgeFM3B@Yo;A=i-@[Y9F@&e%1@F@P@Ç+Z@ @@-}J@&  @"ԩ((F7@׍{iQA^B@IF@"$;pVe@F@7q@6KEF/@jy@ 'R@ z 'Z@,@ls6v6FabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@(aI*FSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@,_YxFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@(\SFRC@ئjaAΜntE@! oy8pF@'ߩ~+V@F@a@趉J@mj@}K@iF?GzT GE`TQ@0EOA$V@sF?Gz@F@1%@0 cPE@1b=j@/@-̗1@3;NJFn4j@yE78`As@%^T@'qp@F@!@$`m|F@$jЩ@%LuB@%>- +o@-ffffff?flFc8zK@F0? Ao@,6!gT@-uoi@F@h&@BJ0@T!@j7@I%@$ffffff?唳FB\~P!@+S A 9M@lF@$b*@F@}Lf@L3@PXC>@' l@O@ffffff?8}HFY@N2s7SAY@!F@ff#J@F@!du@"2Q|@"o|@"+W@#;s}8?QK9ÊE1pIzg@>&Au@灺F?Q@F@6cAn@46W*C@5YHr@3\!|1@1!4r@6jGBFQ#Qh)@ +MFA0q$@rdT@ + @F@"P@%UE@%_u@& Afʩ@&3O?@.5TxFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W?񙙙?#Qq;(EuGu@EV5A.@82uF?񙙙@F@.~@-a}@. @,@+ {9@뱥#F6= +@ҳrA@v@{+F@mX@F@ $<{@"I'U@!JcW@"&·#@"`g @?PhuHE3@ᱮOA٥3y@-fZ[F@@F@!Ȧ@#|J_@#.v0@#_o@#ʘ@1?zB8CFs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@8sF\2%@9?,Ay@ 0bI_F@&@F@ 3u@M?@!rtQ@Ai@,I X?+GEͺ@RAYF@rF?@F@*'@* |@*TXJb@)S N@) 5.@!?DpF5|O@S݉ ^A@魞{@ˈTF@!4@F@?=K@%@&~\@ /ږf@ $A@fffffg?EjI@E-=[AM@I˔|/F@ffffff@F@% $*@%8@%RwV@% (y@%wW@?7QE3@ᱮOA٥3y@-fZ[F@@F@!Ȧ@#|J_@#.v0@#_o@#ʘ@8/7FXT@ͿonFNJr3@O*Ag@38U&F@煵@F@ pT@"='@! 1̇@"bTTP@"9K@0?^؀FnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@'fffffg?&"vFO0ya@ME|A\F@^oaF@'Xe+@F@xR@d@)@odk@dU'@1v<~E}mkݷO@OAn(@x^F?},{ @F@-r+y3@,aIZR@-cq@,";@+;}@?kGhF$0@1۶AuVTv@n'cF@̴@F@ ƾ=p@!6ݠ@ [-GZ@!>v@!ƔS@ͿgU)—FI:*@r }Al)@9F@' wFz@F@1@!+;2@ &0:@!F&Au@灺F?Q@F@6cAn@46W*C@5YHr@3\!|1@1!4r@)333333@IFXT@)333333B FUl@sBA@4<-HF@)`uMU@F@sWX@}#@bDug@Q׭@˚L??c!53#E{@+!4AbR`@^ڧF?@F@,N?āNKG@k&gA׭W7y@_F@#1@x@F@Y{F۬@w@O_@^-T@ %X%E@0?ovFnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@#333334"'F>!H]8@hCFAJG)@-3S\F@#1 M@F@> 8@5z;@3|@Dx"xS@  +'za?333334?K srE׿_@ԙ*:AcqkW@;(9F?333333@F@)l@([Sr@)`Ut@(rkW@(x ۆ@4isSFs@5d=ĆAJEJ@)$ ZT@1hr @F@`J;@%m'@T@n @ω@5mbF(3@s˄nA[9l@]!T@,<@F@JA@rЧ@ Ȁ@d@ ER܎@( FSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B?? oEU +,@cAѥM@1X F?@F@*3Rjc@*" ׏6@*j +@)@)Jdt@.ܠFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@333333ipv~Fʝm@< }AO;@ )aF@<@F@@!č_P@!^h]O@!<P@"Kc@7_NFN@ג4K|A 9@mqF@$\ǎj@F@m^U@{w@l:y{@r@^v( @ 333334?EVE8?@y?A@?!,LF@ 333333@F@#ڎn@$<>6[@$y @$Ҝ +d@%ZpoL@Ϳ%F$@r;@jAbqp:d@!ޅ>@"c!s&@"I@Ϳ66CE"q@s=ie(Apid4@N8mF@ϼ@F@'eO@'UiU1@'e) +G+@'Rֿ@'S\#@Y~uFm@ҷIPDA]XD@Q?I&F@*6[@$y @$Ҝ +d@%ZpoL@5tkFO*@WA؎@,LA#T@@F@D@`G@ @@ H@$ $@%{Z[@$? {_FAdaVX@@D?FAvy;g@i-OF@1HH@F@=,'@?Hu@m#@>;;a@ܱ@*߻*`FX-r[@َ5Ah@&VF@)@F@W:u@,е@,=C@AK2@ȯ;@ NbF.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU@9'7cF#@IOJ"AO<7I@:MT@PW@F@s&S@97!2@J.^8@Y@ ?Ϳuy] E`Td@@A Ì[@W`Ȋ2F?@F@11~@/T-@0<[D@.y@-޶@%2FD* <@| tAf#g@%&F@% ;@F@F +@ +FNj +8@ 9@qG}@di@,?|KTFch(&w@ۏ oXAl8B@.X`T@,W>6z@F@lyH@t6E@QNUa@QA@Qn< ? +=p +tg]fZFXT@%?SPDFDqm@ف aA^[@lk#F@%tj@F@GH@ QO@@r5/g@e @$ͿǐoZFD,@jckQA;Ӛr@eȋF@$ȏ`@F@^̒KhK@ Aa@#~<@i~&@yC!@5 2}xFO?@c4A2L=@d]T@g+ I@F@7i B @uP{@/qBL@ )^@ ᳆@˛E/E3@ᱮOA٥3y@-fZ[F@@F@!Ȧ@#|J_@#.v0@#_o@#ʘ@#333334?բ{8F>!H]8@hCFAJG)@-3S\F@#1 M@F@> 8@5z;@3|@Dx"xS@  +'za@ +ffffff?i_E ,t?@ɖH73AջZu@A&suF@ +ffffff@F@#ڤg#.|@$Lfb@$ +D@$@%+L蕣@Ϳb&k-FQ@$"JAIds@ F@̉J@F@ 6M!@"/U@"XHSl@"%@#'xT?333334L`EE1@ǰ Adh몺@;rF?333333@F@)lҫw@(ծ+@)`*fe@(ML^@(w :@3>)F?g(n@maAc0@ +zF@.@F@TyÛ@ia@b@x*@ 4LGX@%@RbT@s@F@nG@[P@-o x@ 20@ /?θQ?-TZD"}'@Wr7AP_t +@pF?θQ@F@Aw @?>AN@@@;OӐP@7X`?ffffffb=Eq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: ?āNKG@k&gA׭W7y@_F@#1@x@F@Y{F۬@w@O_@^-T@ %X%E@)333333Ꚙ6d +FU=-@ib?A`?%q1@F@)n~@F@q)n@o(0@bil@@JV?3333332|PЀE~]>E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@? Fbck%@ѿcAMõrZ@}1F@yB@F@ j|@"kj>@" h@" +#\w/@"<@.fffffgrQ_Fht;܂@m_XAَ!6@ F@.İ@F@/Q@O>@[u@㡲q@'A +@333333?ƺJ*0Fh'h)@P0 PrAgv@&捍 F@333333@F@!x7z@#If @"dw?.@#1(@#1zh @? $E[W~@ JFAԘ;ɳ@FoF@@F@$o9@%_L@%0@%qw@%w @ͿF$ianR@dO81A} , @jcF@H^=@F@ KJ@!4@ f{@!>13@!6Rv?ٙ-XFXT@.73IFh2aCT@abHxACu@F@.RS&@F@~؁@B@umI@&5 mw@$E@A*v9F6= +@ҳrA@v@{+F@mX@F@ $<{@"I'U@!JcW@"&·#@"`g @?==F)X@rg 2A!z@B$fF@$@F@}Ph"@!p@!EIk9@!ԻWf7@"5d9@.w",FgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@.?cu`Fhg_5@ۂLAo|@aSVFF@.(Y2@F@ˆމ@.v$@tM@7i# @6@)333333?ͯFU=-@ib?A`?%q1@F@)n~@F@q)n@o(0@bil@@JV@3Ԯ7Fqō@Z6}Aee5?@2̓T@'Y@F@!bㄍ@$t\S@# @$pe@%H޾|@(?v FSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@0%ʏFnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~??2E`)@0mAγ*@4oĈRiF?@F@* /-3@)Cig@*&`k@)3$Xd{@(k@0=qFnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@2?@!4F{<@ [=B5PYNʜ{@z_~Ab~@懎+\F@"f@F@d@#LJ@8VK@{y@^%@?Y'Eƃ@G-AзI(X@KF@@F@'Go C@'*@'ňE&@'@e@'"另@=ć@F@ 7p@ +c@3o@z$3q?iD'c?333334lj)uEY l@V*OAb@gcƬ}F?333333@F@1)@0NMwLX@1?_ɀ@/?:%@.q/6B@fffffg?Q~EjI@E-=[AM@I˔|/F@ffffff@F@% $*@%8@%RwV@% (y@%wW@fffffg?:F(ﲖ:~@r 4Ax'd@מ>F@)I&A(@F@b;8@ Y:@Kh>@ . @ #a{@)333333],FV0=Ȇ@%IAGޡ@ Vn[F@)ᰊ@F@HOdn@@6Ms@4C @]@!H]8@hCFAJG)@-3S\F@#1 M@F@> 8@5z;@3|@Dx"xS@  +'za@ 333334?ͦ NXE8?@y?A@?!,LF@ 333333@F@#ڎn@$<>6[@$y @$Ҝ +d@%ZpoL@,ͿћFcQa@ۃ^'A )Wl@\F@,| +(x@F@@Bd@/@݆`@;.@:tG@ 333334uŲPE@q)@pr0AvU)@?4iF@ 333333@F@#5{$x@$É@$Ǣ~U@$YC2@%C@ Ϳ= +E:\@6AZ9z@<8F@ @F@#Ep@$u9s7,@$68!@$JJ}@$Ƽ:@4ndFT$@G +fAA @k?T@nڐ@F@AV!^-@@)8!@k +wA@N{m@"?rF7P4,@ך+ZPMA䅊_)@dF@!'K@F@D@wA7@sՊT@Q.Ƽ@F@[r @ Y~ϗ@zE*@[(@ʹi@5ȱVFXT?ffffff?ԠEq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: 5wAܙKi@4MF@)tc4@F@L#{@3&@Ƀ@@pe@..VuFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@?>/FOq@"(9YAK}@9rF@Φ@F@ qv@"?I@!y(@"c̉s\@"@Y4@#߅?#xF@D1d@ح74AZG@y\{F@#M߆@F@#4@Vܢ@Q5@2c`8@ -^H?333333 E~]>E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm? +=p +ΐpENG9`@:AԶr@D{F? +=p +@F@3%3@1arMA[@2ylE@0q#@/˅@2?FTF{<@ [=B5PY@" h@" +#\w/@"<@ Ϳ z=RF18< @ֻl-GAo7}@ۉc[F@ r}ݺ@F@(6@ Gj[{@m +*@ v-"v@ 愁6?陙=(RER]@g<\gA=^o@v NrF?陙@F@2Im#J@0 @1V~p@0.b@/,@?G#mF$f@9 Aဩ6aw@"F@̳_=}9@F@p蓇@!@ d@!;Y+2G@!436a@?ٝuT(E6_E@#A)Ay= EO@NKiF@@F@&L @'huZ@'c4@'~m@'{@*|RFXT@&?rrFI@)i7yA +) @$F@%mqbc@F@꛱"@ @r߻j7@H @`@3?2fMw\F5xKg@VBbn,/mdF@0|hM@F@!1 @xt8@0"@ j1/?xA@@.?xȤ"FgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@5?<:]Fd@_zBn|]wT{oF@0f+U @F@ @"kş@!/X@%dr@'J@?ᑶ@ +ffffff?@!E ,t?@ɖH73AջZu@A&suF@ +ffffff@F@#ڤg#.|@$Lfb@$ +D@$@%+L蕣@2g +3ErGq@[R Ay}=@ݝF?⎴cI{t@F@.P 3@-~@.z?@@-*e,@,?Bw?333334?F1Eå@ǰ Ad +I @;cF?333333@F@)lt03@(|P@)`ҿ@(95@(w\l@?ł̄E̎kO@ŭsfVA +;"6@L\F@@F@%_%@&!ULӲ@&Gr@&.y,@&LWSP +?Gz EF6Y@0XAߕ@ +@9\T@:9$@7NфH@34Ⴅ9@333333_LF+1,"@zAǩA_ @UKF@2@F@p@ .@ =%L-@ WF׿@!H>9@*X[\FX-r[@َ5Ah@&VF@)@F@W:u@,е@,=C@AK2@ȯ;@)333333J?4FU+{+@iLAb&ө\+@\>F@)iQX@F@p@n4@ak@x&[G@uA@"333333#*IF8%zN@׽y&A5A@RIkF@"2Dǰ-Z@F@'$EZ99@Jq\@_{A@ Ǚ[J@ }H[纣@*Er8FX-r[@َ5Ah@&VF@)@F@W:u@,е@,=C@AK2@ȯ;@fffffg͠LM@EjI@E-=[AM@I˔|/F@ffffff@F@% $*@%8@%RwV@% (y@%wW@?͙vE[W~@ JFAԘ;ɳ@FoF@@F@$o9@%_L@%0@%qw@%w @髥 F"R@| APVZP@?GF@QSa@F@n͕@!E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm?2$Z;xEͺ@RAYF@rF?@F@*'@* |@*TXJb@)S N@) 5.?޸Q ~Z E " E@[A*@ÊF?޸Q@F@8H/N@6ڐFm@8Dn0@5`SS@2%͕@!? ƍvF3VW@Հк1AmS Zc@`F@ )Ie@F@|?T@d;@jF]@ kcB@ t6Nv@ JDPF.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU?ffffff)ĖTE'/@G |QALAE @."F?ffffff@F@+1w4@*z@+@*;m#1@)?ͿѢԵEYp&@87u8AWh@BN +6ZF?U J@F@(&q@(n",@(@(J%o@("U wT?GzKo:E`TQ@0EOA$V@sF?Gz@F@1%@0 cPE@1b=j@/@-̗1@ Ϳ=O#F18< @ֻl-GAo7}@ۉc[F@ r}ݺ@F@(6@ Gj[{@m +*@ v-"v@ 愁6@333333? 7VFdy@??A߲9_@ șF@30 @F@O@!胱@!]]CZ@!҉(R@"KvB?333334i}E׿_@ԙ*:AcqkW@;(9F?333333@F@)l@([Sr@)`Ut@(rkW@(x ۆ@0333333bFXT@. 6:Fi{h@ A K@ %y@F@.!~6@F@vZM͐@6AY@s֗[@6q|Y@u@0?9RFnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@.?IFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@333333޵ES) @̒]AXQ@6F@333333@F@"Yg@$mF@# 1O@$*9k;@$kFP@,Ϳ["FcQa@ۃ^'A )Wl@\F@,| +(x@F@@Bd@/@݆`@;.@:tG@2?3BF{<@ [=B5PY +@9\T@:9$@7NфH@34Ⴅ9@333334?^F c8nD@"M­NAŚQQ@OڃF@3*cP@F@>;@!c,z@ Mcm@!N@!!@ՊF"R@| APVZP@?GF@QSa@F@n͕@!E[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@+?#>%F\^Â@?yUEAkw @&5*F@*!laR@F@AI(@Nőw@>3i@nP@=ʕГ@4RFb_ @ÈA}n i,@-T@OX7@F@rbp@7c@*"@w #@[.NN@$ffffff?U&FB\~P!@+S A 9M@lF@$b*@F@}Lf@L3@PXC>@' l@O@%?tx4FE [@نb:A󁦉@0F@$!Z@F@08Ȝ8@_ie@HyN@\|e @OZ ?Gz?a6E`TQ@0EOA$V@sF?Gz@F@1%@0 cPE@1b=j@/@-̗1@333333? ;EPLƼ@qհ!AA%@N٭F@333333@F@&Ca܍@&#@&~dO@&~@&dX@)ئ8 FWe@`oԿQAF& @IRF@)xzNz@F@Wqw@/@I@o[@n=o@(@n=:2FSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@!6#F2۸`@io'A8f@מIEF@ y@F@:U@ 5E6@s@ d'H@ 2g@?_D\Eanć@2AF]g@1 C;F@@F@"7D"&t@# +Z8@#\lgd@#͝ <@$ +#ۛ@?`~F"즩;3@ҙɘ0^A޶X?@H%F@}At?@F@ 3~xͺ@" >@!rc@"2 dc@"x@333334߀7 Fv3!ֵ@QpX1A@&)+F@333333@F@!wgi@@#@"-@#0@# q^E@뷑@@"@Nm@ԅ;@ffffff%U> Fdu@O/As)? @?uF@f_ح@F@ ˆ!@!ٟ7@!ן1@!d@@"j:R@OS&LF{E@C|BA&/Vp@}qKF@)rI@F@j@ >0@ lƮ@ uC9@!8z3@2?\oժ&F{<@ [=B5PY6[@$y @$Ҝ +d@%ZpoL?\([?ƚ OtEqS2 @AĆc"Fg@djUF?\(\@F@/rE@-Gs̟@/^o^@-,k$@,K@M&Ez@ 5gAD&Q@42$F@@F@"͍#@#KR_,@#'@$ 9k@$Mc?333334?>4[8Eد]@ԙ*:Ad9g@;\F?333333@F@)loU{@(U7@)`A`@(^Zd;@(w;@!c,z@ Mcm@!N@!!@,_@FabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@ɄE6_E@#A)Ay= EO@NKiF@@F@&L @'huZ@'c4@'~m@'{@2?C3F{<@ [=B5PYS( F@鳍a@F@'Giؠ@'@'ň@'f}@'#\Q@ ?˹o@F.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU?ffffff߅4тE'/@G |QALAE @."F?ffffff@F@+1w4@*z@+@*;m#1@)@ffffff? +`Eo魬`@__A IRs@M\gF@ffffff@F@%)9@&<=I?@&V]@&H@&dLs @5CDxFqf@]-AkRa˜@OCT@QX'@F@N~E1?@@϶{;@^@ ^O@Eƃ@G-AзI(X@KLZF@ oJf@F@'Gj19}@'* @'ň͝@'\/@'#T@,?X#nFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L? +=p +䴷FXT@0qQE[@k;.=Aׯ;@c䏑2F?333333@F@-*@,1 @-{j @,Y@+@Lm@0@²ETFmD!@حlz4A On@ u_F@/7~@F@𖃗@ba@4i@QL@=lrl@(@L`Z`FSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@ͿnEn4E"q@s=ie(Apid4@N~F@ }@F@'eR@'Ui'@'e)w@'R~n7@'S\Si?3333348e[4EY FW(@V*OAb@gcƬ}F?333333@F@1)@0NMwLX@1?_ɀ@/?:%@.q/6B@#333334?+n F>!H]8@hCFAJG)@-3S\F@#1 M@F@> 8@5z;@3|@Dx"xS@  +'za@$ffffff52#pFB\~P!@+S A 9M@lF@$b*@F@}Lf@L3@PXC>@' l@O@0?bv@Fn;ؘ:c@^#A>ȕ@ Ӛk-F@///t@F@M2@N@èhQ@@'-@ffffff|O90F]2@>A!m@"-EF@ff#J@F@!w+fA@"Fy@"pb_;:@"7N@#@]{Q@eDj@ͮviRI@&ffffffo.FK֙@8GujaA$@c~hN_F@&\X%[\@F@$7q@HZA@O@@iH@`Y@*?jqC@F[Se8E@ۉ]|sAo>@7GT@*6P%@F@_t,@d8~@VxJ @r@Ӄk!9@333333?1Fl@Py'yAs-@&]- F@333333@F@!xnW.n@#@2`@"N@#1tW@# ҇?fffffgqΖFXT@? [Fbck%@ѿcAMõrZ@}1F@yB@F@ j|@"kj>@" h@" +#\w/@"<@??&Au@灺F?Q@F@6cAn@46W*C@5YHr@3\!|1@1!4r@fffffgFE$w@V+?A׎4a3@8Z`F@gu=u@F@"p@$0j@#W?@$Iw-)@$p@2?&yW?\F{<@ [=B5PYNʜ{@z_~Ab~@懎+\F@"f@F@d@#LJ@8VK@{y@^%@#?{ FA@M@VgrAxk"@@F@# 1Z@F@@MƊ@Rr:@1"~@_@+pF\^Â@?yUEAkw @&5*F@*!laR@F@AI(@Nőw@>3i@nP@=ʕГ@9WXEВec@EhAor][@KK& +@9\T@:9$@7NфH@34Ⴅ9@ͿTE̎kO@ŭsfVA +;"6@L\F@@F@%_%@&!ULӲ@&Gr@&.y,@&LWSP +@!?V F5|O@S݉ ^A@魞{@ˈTF@!4@F@?=K@%@&~\@ /ږf@ $A@ ?pF.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU@ ۠.TF.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU??uylE{@+!4AbR`@^ڧF?@F@,N"^A:oO@HF?Q@F@@θTa@=:wV@?ce0@:M#T~@6 <@333333?9|ES) @̒]AXQ@6F@333333@F@"Yg@$mF@# 1O@$*9k;@$kFP@?qF'U@R!A~@L#Z0F@حV@F@^Zdp@ u a@ q@! j@!x (k@6sF!3-@8@EAlh@~4F@]u@F@:9@! c0X@ +o@!0 +@@!^@0AX1ylFXT@333333 + FgD@<\ʭ1Aݘ @ $ %FF@>JA@F@JG@!g @!^E2@!jf@"K6r@(8O0FQ:}\@Z;yAr@D$!FF@(6M@F@2/Ilx@ IMu@#@Fw@NCJl@ ? +qYF.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU@ Ϳ2F18< @ֻl-GAo7}@ۉc[F@ r}ݺ@F@(6@ Gj[{@m +*@ v-"v@ 愁6@3?.I2Fr_}v@7w8iAnj#@b +T@q_p@F@!e@$q8<@#Ȱ&jL@$ F]@%Fϭ@?ᯀtF$0@1۶AuVTv@n'cF@̴@F@ ƾ=p@!6ݠ@ [-GZ@!>v@!ƔS@2?އDF{<@ [=B5PY m@{F):\`/@ՍPAo]@&3nF@h>@F@]@ ʪ: @ Y)`o@ Bus@!bVѵ@?ѸȠ.HFB@ҰW_5AN"1G@qF@ S@F@ $\B"@!J@! A@"&Rg@" pr?Gz?VTgE`TQ@0EOA$V@sF?Gz@F@1%@0 cPE@1b=j@/@-̗1@*@)FX-r[@َ5Ah@&VF@)@F@W:u@,е@,=C@AK2@ȯ;@̿vҢF"즩;3@ҙɘ0^A޶X?@H%F@}At?@F@ 3~xͺ@" >@!rc@"2 dc@"x@#? NF@D1d@ح74AZG@y\{F@#M߆@F@#4@Vܢ@Q5@2c`8@ -^H@333334i>02F *[b_@'FFAز@l\F@3(n@F@ʰ@!^I'@ Qw@!*u@!$K??E{@+!4AbR`@^ڧF?@F@,NE{z@4(qAʬ9:@[$|F?u:>@F@,d@+@,|@+@"A@*m20>@!?o#xF5|O@S݉ ^A@魞{@ˈTF@!4@F@?=K@%@&~\@ /ږf@ $A@)?zFW|nc@ZŹ!3A]P@ҎzF@)xtj@F@+ +@N@72{x6@hx~@h_H@2?W7F{<@ [=B5PYc@l(CA94Ѧ@1ܗ[F@<٥"d@F@_]l @ '@ X;I@ DlI@!`9IGM?? [\EYp&@87u8AWh@B0zF?@F@(%@(n"0r`@(l@(J%N)@("U +y@$?ˢ<áذFD,@jckQA;Ӛr@eȋF@$ȏ`@F@^̒KhK@ Aa@#~<@i~&@yC!? +=p @9mFXT@?oOF)X@rg 2A!z@B$fF@$@F@}Ph"@!p@!EIk9@!ԻWf7@"5d9@ ?: +F.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU@'̿ښFFQb:Ȩ@Ĉ>ASdy|iP@F$F@']U\@F@N=SNW+@<a@3r@4E2@ 䛵@5`~FfN@NqA@(`E^$V@`VFA[@2ΝF@@F@"JGl@#ҽ+@#k׽Z@#Qs@$TDV@%}b\FE [@نb:A󁦉@0F@$!Z@F@08Ȝ8@_ie@HyN@\|e @OZ @,ߤZ}d@YAD4sք@}qF@ 3 x@F@6@J0#u@b/h@Tll@|A\@.fffffgn{]Fhsa@b6aA*&W @ lƅF@/Nn@F@@AP@<<@ MVQ@ ȣ@ +3FXT@#333334?5oK@F>!H]8@hCFAJG)@-3S\F@#1 M@F@> 8@5z;@3|@Dx"xS@  +'za@ ?;\% E+@AAwX9@;q~&]AF@ @F@#C~C@$tq%@$47@$<4@$Œl??orE3ql@>ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU?θQHsD"}'@Wr7AP_t +@pF?θQ@F@Aw @?>AN@@@;OӐP@7X`@,?ۼOFa':@ZAQ}c@ x9F@+Ѿo@F@@nٝ0 ++@p8_@;:ۂ@—~ @333334?~._DE&"@qfABw|S@NjF@333333@F@&C@&xɑM@&~;"@&@&> m@52]WFΌe@!{pA޽󳼎@4IR\;@!c,z@ Mcm@!N@!!?Q7f@/D"@·AF@ qF?Q@F@BR7xxv@A +)@@/vU0@>puX@8]`@?W;F$f@9 Aဩ6aw@"F@̳_=}9@F@p蓇@!@ d@!;Y+2G@!436a@2ܙdFw +L$~@/B/W%&?¬uZnF@0Ԫ"@F@9߫@@mM I@op@ݧ?m@.?2vFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@X@ xcF@ff#J@F@!;Gk@"]@"n\@`@"Jˣ@#:j@0?3XKVFnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@!?-_F3VW@Հк1AmS Zc@`F@ )Ie@F@|?T@d;@jF]@ kcB@ t6Nv@ ͿC*rE![@6A֕@;d?F@ V`W@F@#Dr:@$t+@$5q%6@$b@$>S@5?r gwFd@_zBn|]wT{oF@0f+U @F@ @"kş@!/X@%dr@'J@?ᑶ@,?wFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@!?!XF3VW@Հк1AmS Zc@`F@ )Ie@F@|?T@d;@jF]@ kcB@ t6Nv@?T,Ei4>@R0+AP@,{F@@F@!Ӓ@#ae@#5u@@#LN(@#hV@.?l٥4FgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@ + +=pjA +EjzD@ɶsGAռr]ՙ@E ۓDF@ + +=p@F@##Kױ@$VU@$@$FM@%'&B?ffffff/0爆Eq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: )A˄@W-F@ { 1@F@ @ U+@ 1@ ]@!$;_Y@,?HLFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@Ϳ4H@FO쉮~m@#K/Ar0ވb@6HF@&@F@ p@"=@!ݲ`@"b=6@"EE<@333333πj0SW Fdy@??A߲9_@ șF@30 @F@O@!胱@!]]CZ@!҉(R@"KvB@ Ϳ󷖧GFXT@#333334?Lv)rF>!H]8@hCFAJG)@-3S\F@#1 M@F@> 8@5z;@3|@Dx"xS@  +'za@)3333337f@/FV-,>@$OhlA@sa`F@4Q@F@7clI@ػ#@zpS@y3G@D k?ffffffOdPEq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: "^A:oO@HF?Q@F@@θTa@=:wV@?ce0@:M#T~@6 <@-ffffff?jdb`Fc7Kʎ@q@WA򿭈m]@'H-T@-Y +@F@ >_@+¸@#EP@xB&Rh@{v9@.?2,Fhg_5@ۂLAo|@aSVFF@.(Y2@F@ˆމ@.v$@tM@7i# @6@%?Og!FHY2@+8qAj$U@f2F@%t@F@=L@THӫ*@S;@/L@J}?3333341EY FW(@V*OAb@gcƬ}F?333333@F@1)@0NMwLX@1?_ɀ@/?:%@.q/6B@4 N]FVi+@?ٰ[A"7@Z_T@Ë`@F@Yqֹ@E@K@ڋl@ȓK̢@333333=ÆFl@Py'yAs-@&]- F@333333@F@!xnW.n@#@2`@"N@#1tW@# ҇?陙?6@ER]@g<\gA=^o@v NrF?陙@F@2Im#J@0 @1V~p@0.b@/,@1?SJFs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@(?*FSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B?333333Wg_,?pE8\|@ n݇(Aln@wF?333333@F@5Yop@3O@4?@2 aB)@0??K"8E3ql@>ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@333334?\F ~@%c%hA 9@bGF@3)=+@F@Ť@!`N@ =OH +@!XT[1@!:x]x@ QE 2@~ ;A\l9W@BiF@ @F@$ʡ4@% +rY@$VB<.@% \@%OM%@4?áFk-@d@(A؝bYk@GT@Zp@F@T@ xW@5b+FmE@ +duA;; @Rs"vp@}nT@Y +>@F@@}B$J@+U@ .@ ~|0@.?wFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@0Ϳs.oxFqeݓ@d;iA89Jt&.@ RF@1X}A5T@F@Cv@(Og@pb@?āNKG@k&gA׭W7y@_F@#1@x@F@Y{F۬@w@O_@^-T@ %X%E?ͿoE3ql@>ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU@?iɔ`E*%@ ]AAJw@5ZwF@h8@F@"_K@#rP`]@#܅z@$ yU@$N F@}Dh2F a08@щBlAX +)@dӬF@w@F@ ď$)'@" @"%Hl +@"_@"|pU@5?0IVFd@_zBn|]wT{oF@0f+U @F@ @"kş@!/X@%dr@'J@?ᑶ@-ffffffꂍD/PFcѐj@FZxA?M@׃IT@.f +L/@F@ +"sE@] ,@d 8g@g/@jYI,pAŌڣ@C9d85F@(Z@F@.ߗ%@$2/E@D{@>K@\C@fffffgG +FXT@4D2tF@]@b +%jAڶ @c5ȴhT@r[U@F@]t@b#@S (~@/r 6@ '&@&ffffff?NJFK֙@8GujaA$@c~hN_F@&\X%[\@F@$7q@HZA@O@@iH@`Y@*?W &F[]@i#J;Ad@ƸtfF@+FJ@F@UP{@Wh@Jova@y:@F ls@333334?i m?Q?  E1pIzg@>&Au@灺F?Q@F@6cAn@46W*C@5YHr@3\!|1@1!4r@?=?E6_E@#A)Ay= EO@NKiF@@F@&L @'huZ@'c4@'~m@'{@1\bhFs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@333333޷,l@Fdy@??A߲9_@ șF@30 @F@O@!胱@!]]CZ@!҉(R@"KvB@,?UxPFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L@,?2'FcQa@ۃ^'A )Wl@\F@,| +(x@F@@Bd@/@݆`@;.@:tG@ffffff?zc NF]2@>A!m@"-EF@ff#J@F@!w+fA@"Fy@"pb_;:@"7N@#;@!c,z@ Mcm@!N@!!@6gӈFrG"@=~jєA/Fx@N6fhT@ s#x @F@ + @#˩ ]@#"V@$2g@$D@ J5 LF-:F@pA~[@IWF@ 5Gib@F@T_@ 4@ @ Cv@!% 5>5@(fހFSP =@@؎!AKIBY@njFF@' @F@(iw@5N@Z@C&r@/B@4?|F#@G^BlĦo1GF@0qj@F@ vR׾@RW@aץ@o`^?]yEF&\@(?z<@FRC@ئjaAΜntE@! oy8pF@'ߩ~+V@F@a@趉J@mj@}K@iF?333334?ԵBEد]@ԙ*:Ad9g@;\F?333333@F@)loU{@(U7@)`A`@(^Zd;@(w6[@$y @$Ҝ +d@%ZpoL?Q?dEp"ِ@͗EAPb/@{jF?Q@F@0|@.'u@/Mj:@-g4o@,|<(k@333333?x#@F+1,"@zAǩA_ @UKF@2@F@p@ .@ =%L-@ WF׿@!H>9@&?^8FMPQ@_ΌA)ruN@\bF@&̢a@F@ v@%v@kj@22ѱ@*N9@0턓aBFXT@"?F7P4,@ך+ZPMA䅊_)@dF@!'K@F@D3i@nP@=ʕГ@5?zN6(FB4@񥟒n)dAƺ@Q8WT@I'>@F@. @Fly|q@?w@C#@ xL`@fffffg?F/*j@.HAݛ-tgF@^KF@fe.a@F@ @"V=&A¥@!ok@"ziR@"ҽDΡE@,?T+a5EFcQa@ۃ^'A )Wl@\F@,| +(x@F@@Bd@/@݆`@;.@:tG?ffffff EJcu@ cAX^@IJF?ffffff@F@4 iw)@14:C@2)4@03i@/ЛF@ffffff?]3!Ew@`M$A L@L]'F@ffffff@F@%ƌN{@&;kg\?@&j@&H{@&cBi?Gz?bTE`TQ@0EOA$V@sF?Gz@F@1%@0 cPE@1b=j@/@-̗1@0?P PFnuԀ@؝=Af@ F@/0+@j@F@W@% @\K9@/ +@w~@1G\DFs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @@4@sʁE,FR}@J:Bl5{{FoF@/|m?@F@ n%L#@i@ Ł +?@JԎ?U>-@.fffffg\qsFXT@#?/I?FA@M@VgrAxk"@@F@# 1Z@F@@MƊ@Rr:@1"~@_?333334꾰Eد]@ԙ*:Ad9g@;\F?333333@F@)loU{@(U7@)`A`@(^Zd;@(w6[@$y @$Ҝ +d@%ZpoL@.ըFgcQg&v@:-IyA;Z!@ w9F@-T Ǐ@F@[)@6_2@7k )@lW@W@?DF"즩;3@ҙɘ0^A޶X?@H%F@}At?@F@ 3~xͺ@" >@!rc@"2 dc@"x@4@69&F#@G^BlĦo1GF@0qj@F@ vR׾@RW@aץ@o`^?]yEF&\@*uFX-r[@َ5Ah@&VF@)@F@W:u@,е@,=C@AK2@ȯ;@99ձH_F%CO@^]ayF@1($ x@F@{Z@GT'@"n@@oBv{@333334?%Fv3!ֵ@QpX1A@&)+F@333333@F@!wgi@@#@"-@#0@# q^E@?C5F):\`/@ՍPAo]@&3nF@h>@F@]@ ʪ: @ Y)`o@ Bus@!bVѵ@,!('dFabTDB@ُ2{ +9Ak Gk@ ~F@+[W~@F@ʓ][@,N=@궟D@@ L?ffffff?ve$Eq/!՜@M4uAgE$b@3:F?ffffff@F@+I'@*n@@@+o@*: A[b@H)rF@աl@F@ qq@">)F4@!ΔbI@"cwB.@"+5P@ͿϨdJ`HF$0@1۶AuVTv@n'cF@̴@F@ ƾ=p@!6ݠ@ [-GZ@!>v@!ƔS@ fG̿F.h)@}OAl/S1O@nS7F@L_@F@;kJ@ .I{FU@~!Y@ Y=@ RRuU@1U.Fs&t@׿+Bj>f@@ +wwg/F@01&x@F@W11,5@oS@|2@ˌ @??`i0E3ql@>ɫA`:K@>tF?@F@,:ziQ@+=@,⷏@+H@*YU \ No newline at end of file diff --git a/Test_Plots/iso_7.00_0.00_01000_p00_IBsingle.fits b/Test_Plots/iso_7.00_0.00_01000_p00_IBsingle.fits new file mode 100755 index 00000000..09d288f0 --- /dev/null +++ b/Test_Plots/iso_7.00_0.00_01000_p00_IBsingle.fits @@ -0,0 +1,44 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 105 / length of dimension 1 NAXIS2 = 106 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 14 / number of table fields TTYPE1 = 'mass ' TFORM1 = 'D ' TUNIT1 = 'solMass ' TTYPE2 = 'L ' TFORM2 = 'D ' TUNIT2 = 'W ' TTYPE3 = 'Teff ' TFORM3 = 'D ' TUNIT3 = 'K ' TTYPE4 = 'R ' TFORM4 = 'D ' TUNIT4 = 'm ' TTYPE5 = 'logg ' TFORM5 = 'D ' TUNIT5 = '' TTYPE6 = 'isWR ' TFORM6 = 'L ' TTYPE7 = 'mass_current' TFORM7 = 'D ' TUNIT7 = 'solMass ' TTYPE8 = 'phase ' TFORM8 = 'D ' TTYPE9 = 'source ' TFORM9 = 'K ' TTYPE10 = 'm_ubv_U ' TFORM10 = 'D ' TTYPE11 = 'm_ubv_V ' TFORM11 = 'D ' TTYPE12 = 'm_ubv_B ' TFORM12 = 'D ' TTYPE13 = 'm_ubv_R ' TFORM13 = 'D ' TTYPE14 = 'm_ubv_I ' TFORM14 = 'D ' REDLAW = 'N09 ' ATMFUNC = 'get_merged_atmosphere' EVOMODEL= 'BPASS ' LOGAGE = 7.0 AKS = 0.0 DISTANCE= 1000 METAL_IN= 0.0 HIERARCH METAL_ACT = 0.0 WAVEMIN = 3000 WAVEMAX = 52000 END ? +=pEr-@Y@AC}2@nFF? +=p@@-^@,4!;XB@-b9.lu@+ʼS@*]@ffffffE0@įv۞|A_*@5~:F@ffffff@@%(@&$&b@&J]b@&.D@&E8@&U@!F6Ā@WohA燖{9Y@HSIF@!FV@@{*:.@$$@=kV@Xy@ ,h@(FR+G:d@ҵA{P`Q@A q05F@'n@@n@=>5^@BУ:@j>@MG;@FBqÄ@aVA*W@.RpF@A!@@ \XQg@"nZH@"v;+@"@"ܣAVA܆@F@$Jb$@@ @/@![u@!>$@"pCV@"pMT/@Fce@(2VAֳJT@IFͺF@̕Ex@@!z@"8vu@"U@#E%_ +@#^Z@*FYd6@H{\A$*)@ڦ>F@)ҝ%@@8J]pb@PQ@=@l!f@]ۈ,@ 333333E~@hSA4@F@ 3(n@@#99@$"y"@$i*9I@$8@$iY-@ ffffffF0?@;|-A&6&@g\(-F@ `3:}@@Ŭ @  1@<-I@ 9f8-@ -@#F@y +x@>lA揁q@:NF@#}@@i҄ +'@Wo@ AV@W&@8x?@ ETw@5`A^OƎ@=%F@dzRC@@`@ ÒҒzI@ Y]@ _ΩZ@!NktCq?ffffffEJ_@=,AUZ ^@Y`@F?ffffff@@("9@'sj@( /U*@'!l1@'̧t~x@.Ffx(@P^A揀n9@ ' _gF@->=ć@@rn@f1"r1@fp<@ݬ H@G?\(E@)QHAFj@-F?\(@@+z8W@+Ƿc@, ?9@*$F[@)+@ F1D@$FrAiB@UeF@ -@@FJ@{v@ ӭ@ _&@ @!F3hfeN@j#y.bAˆhN~@Q\0zF@ `]x@@fd[t@O@B}T@,yn@ f@$FA :@&c[ACvZ_@\ F@#//t@@G@@'Oj@}2@%EUT@?(\)E]@lJNA ^ +N@PF?(\)@@1v@0OBI@0: @/.3@.=[@ffffffFru@65Aތmi8@UɤF@f)k@@ .+@"@"90@"l@"8M@ffffffFpM@'AY2v@7CF@d=@@n@!u @!B5&"@!ƴ$]@"6W'@ +ffffffEav*S@WKھAA@b@#F@ +f[ @@#:E@$@$4@$*`m'@% d(@"ffffffF9-n@A::uAaCmiu@720F@"Y;D@@^Z7W@y +@4>@x5j@T@"333333F9 OlVJ@!d{A6כd@8F@"&S;@@}(O@ @짽4\@0έw{@ K]~?@ 333333F01b[@r^Al@hޜF@ -b8@)m @(**.@ffffffF>@ +8AS`@ƆǙF@cZ@@La@!<E&@ xU,@!bzW@!@F!e.@D:~A(U7ú.@-F@7@@Р9@!s̪>H@!X=$@!6W@"2b@F~g @"[Ai 6@pW!#F@ᰉ'@@Ē͋Z@!(Y*q@ z@!O0`@!\H@"F8"U @>ŠA >]@:JF@!7 ܇@@8'@Q/q@@K_H@ S@FW?@Ҧ1A"[@*"`F@B@@[p@!P*HAf@ _h@!v5@!t;? +=p +E&v8@' +Ax7OA@BF? +=p +@@+3;@*q|L@+N\s@)>k@)lYK@333333F mGKA+α@ڷhgF?zG@@*iV@*(p"k@*9bt@)ý@)4x]?\(E@W@SDA @(5mjF?\(@@(A@(@zp)~@(l?@'']@'.f?EO@jAN ; @>ʌqF?@@,_V@+2R@,5 s@+ --3@*_JlD@F"/q@h5)AFZuv@|xF@!Z@@Nĺ8@ #We@ ~ +@!*Z|p@!o,)@333333F=O@wJA{_@i筥F@2 E@@ $>걙@!h +@!,mIi@"K*@"ZL9J@"FA?p@VF@e%@@z+#@!*@!,py{@!cH|@" ۤ'?QEGKu@y8rAέr.@/n-F?Q@@+^yf[@*u@+y P*@*?/@)N?GzE|d{@N?lA^e@GgF?Gz@@. Z @,ǡW^@.ir@,%@+^ts@F0T- ,@{g[cAأ@dHF@xW)@@O!@!d蓩e@!!@!>aRx@!c_@333333F:}@PvȵAhWL@; 'F@1K@@H=.@!y'z?@!R>@!N<@!盉?\(\E4Ÿ\0@l+7AAzyOb@SPF?\(\@@+ q?[D@*Rj@+'F"@)ߔ~$Tc@)U@ffffffF)d@AXjAtBg@vH +F@^Y@@ٯ.@ p@ TwrM@ %<@ ۩ @ F2Y@]A<_@au\:F@ ]r/@@@@اeA6ñ_dI@۔F?=p +=@@.%ӭ@-$L@.x@,|ZG@+骊?QE⒀:k@AAȘ 4@ =FF?Q@@-?A@,hAc (@-Z# +@+!8@+ @F-l5A@ԧ-~AN`{d@lnF@{@@`%S@ %]w@֬kWAm@ 6.F@##P ,l@@mSc@Ad1}@5F?Gz@@)XpC@(D>/@)p@(.Z@(m-@"F:&@b1ʙA9/@6#ylF@"x?@@? me@Iz@5@qN@gx8f=@E%w@˾1eAtc@&42j'F@̵5@@"/dH@#`K%@#@>g+@#O.I@#@333333F +1E@Е֊Akߩ@q=#LF@2f@KF@f1.@@!;߭@#~(@"k^@#,Ʃ@#s'-@333333F%^:@ݱuAѥބ@4F@->lLY@@n2 @ 2A*@ GK@ F>O|@!>} \ No newline at end of file diff --git a/Test_Plots/iso_8.20_0.00_00100_p00.fits b/Test_Plots/iso_8.20_0.00_00100_p00.fits new file mode 100755 index 00000000..cefab30b --- /dev/null +++ b/Test_Plots/iso_8.20_0.00_00100_p00.fits @@ -0,0 +1,98 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 97 / length of dimension 1 NAXIS2 = 216 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 13 / number of table fields TTYPE1 = 'L ' TFORM1 = 'D ' TUNIT1 = 'W ' TTYPE2 = 'Teff ' TFORM2 = 'D ' TUNIT2 = 'K ' TTYPE3 = 'R ' TFORM3 = 'D ' TUNIT3 = 'm ' TTYPE4 = 'mass ' TFORM4 = 'D ' TUNIT4 = 'solMass ' TTYPE5 = 'logg ' TFORM5 = 'D ' TTYPE6 = 'isWR ' TFORM6 = 'L ' TTYPE7 = 'mass_current' TFORM7 = 'D ' TUNIT7 = 'solMass ' TTYPE8 = 'phase ' TFORM8 = 'K ' TTYPE9 = 'm_ubv_U ' TFORM9 = 'D ' TTYPE10 = 'm_ubv_B ' TFORM10 = 'D ' TTYPE11 = 'm_ubv_V ' TFORM11 = 'D ' TTYPE12 = 'm_ubv_R ' TFORM12 = 'D ' TTYPE13 = 'm_ubv_I ' TFORM13 = 'D ' REDLAW = 'N09 ' ATMFUNC = 'get_merged_atmosphere' EVOMODEL= 'Parsec ' LOGAGE = 8.199999999999999 AKS = 0.0 DISTANCE= 100 METAL_IN= 0.0 HIERARCH METAL_ACT = 0.0 WAVEMIN = 3000 WAVEMAX = 52000 END Dظ`#@u' + A[K ? +=p +@_oF? +=p +@:Kq^@8xg Z@6b@4fq!W@0 DQ¤@;cbAs}?.1@cn.3F?@:Q,@8Ea#(V@6b@478.,@0\AUD'١@=YOA'y/5-?@l[W?F?@9W1ل@7Θ@68"U@4E@0uJFt DEl)@ufFpA1 6a?ح*@t#F?U=@8? %@70J >@5Q@3ING"@0AsND{LC@fmՂA4Hz˙?T@sX͒iAN8'?Q@IQF?Q@7eG@6Mӳ%@48 @3p͂ԤL@/Ŝ#D]@y5AZO?7@1&xF? ҉@6 r@5k@49S@2aJ@/FDjgO@ņD:AȠnh?Q@Q F?Q@61 (@5T: @4$BӉr@2~5@@//RLD{=+@ŒxA @}?0*XL@(F?/Vϫ@6/D7@5DE\t@3F\@2T +@.y7sD%m@[iSAt!GM?zG{@HF?zG{@6JC `@5 @3VOG|@2`P{@.KO9D?*5@pAX,B?_ľ +@=KF?_o@5q @4w^j9v@3C/0@1:>w@.ߺDު@CN! A%?ə@8YJF?ə@5Uu @4,((@2꾎ܓ@1m9*w@-I=!E(gKYA@ B[B&AK)|>?@F?,=@4mԪM @3*Z^@1L(kL@1$ @,i@E.%y@&'(A`};=]?@l!-F?@4Pg@3 +Ç@1H'>@0b3 @,º~E9$@y d8A?o?|TD$@&F?|Q@3U[@2a@1P@0@,mjbE3@ѿ0.NAw!?33=@F?333333@3S|@2p!Gԫ@1=)s2@0[B@, }wE{@s;:A!?ff[@oiDg8F?ffffff@2<)@1ׁK߭@0 @@/}=_O_h@+N)&E9Ge풴@,uA=P1?ٙVa @Q4JF?ٙ@2a|*P@1Ja@/q@.X:srt@*HSE KWڷ@!MFA8f?\@&xF?@1cꗭ@07冖@.Zj@-I@@)؍/zE'gc@:xSAW1 ?@nPF?@1!@0c:6j@-\!J @+,b@) +LAE(fl@u7^A|R?1 @F?1-@1|k@0KYPP@-M1@+D@(:9E/۠!;@YIlAY3?Z`H@S&F?Zݘ@09*#@/7@,v^f@*D,@(ai&E08-4M@]QA."?ᙙR@[6F?ᙙ@0c*t@/5t@,Oμ7 @* ++Q@(H3E1~JP@;AOoW7?>Lo@-w1F?8YJ@0uwۑ@.؆@,$|@E@*@(/wE3󋣩@X_%|ANH6?⟛[@>BZF?⟾vȴ9@0<@.n˅@+UTF@*$ac ,@' +/E5)J@L5AqQ?VOt@ҽ<64F?rGE9@0 /@....&@+wgX@) ?@'-E6&aY@bAk-?33=@bMF?333333@0?ffa@ ěF?ffffff@-r3@+3;H@(X&8h@'o@&%d|@#{Z@" A8Es")yW@Am"X?̿`@ M:F?@% wF@$(g@#.x@#v@";N$Exd@AO.AĠaw˗?񙙞R@CF?񙙙@$XԸ6 @$[Ge0@#%eW;@"K }@@!K~E}%G̾.@L#A$wlA8?ffa@]cAF?ffffff@#M@#/{2@"@"&]@!c[m;EMu$@zA5,?33@,@JLF?333333@#+ +@#9P;@"/@!8ug@ b7ԁET@i AȄw4?@҈F?@"@"YP@!V @!Av ?ffa@En/F?ffffff@!4L*@!P'_V@ .`ǖA@ $-2_@M\B$dE\@}3acȂT8pp?؏$@?.HF?حU@ ^"e@!:@ Z0Nv@[zO@@/EB -v@"NA,?33@,@9"`F?333333@ ɪ`@ @ 1"C@IB@8;Eo@qo6A͍WM?@7XeF?@ l+-@ zCq@.@ +-T@CZER@yEApF?@vvK@h~]M7@p@ lVE@j›{EH_@Cޘ3AΉsdž?ffa@DtjF?ffffff@y~K@^u@LiL@yܿ@ qh$hEG @DGAt6u8?33@,@G)^F?333333@:lGM@ Am@U©Y@7@8E.@eLaA8-6?7͐@Hu%FF?iB@k +ǀ@N&<'@Vp@â`@ecGErH#@v}hAFU\?@Hp:F?@@laPGn@@ߠO@8@XJ=&Ej@]zAψ/U?yXJg@IF?y=b@Sc@^ϲ@'@`m-@&3mE௪|;@#,cAϸ,\@?̿`@IF?@?Up@Qf@fIoa@83K@?E5F}@7FAiV?R@H1&xF?@[~@Z6<"@#[#@ڀ҂ ,@WȉEd@s=BAXj}?ffa@E8YKF?ffffff@N!@2,?1@`G@ +hα@íE4)6n@:4iAР.?33@,@B F?333333@5HI@t2P@;|@+DI@W\EtTv@7  Ax% @@>\N@ %A@1֕)@v# @3S^EC@‡/1wA8qp@ff_i@9"`F@ffffff@Rq@@'@D@@IE*E8@¿6wBAnr@ៗi@6EF@1@X`C@fBml@Uyo@UC.@] &EY @]k_AчM)y@̿`@43F@@8+W@Kz @= _@>@ICW}EeJ/@!s.k1fA؟Fc@33@,@.1F@333333@ @:rL@ @*ܕ*B@ȟE +@kLltA-'L@O@@)rGEF@@dLŵve@qk?p@ +h@hA@eGE @z4lhA>2@E@'fAF@H@OehN@% m@rc@j(@(/Ef;W[@óFJA҂R&@@"`AF@@3>@Ex'M@Wo$[@c>t1j@/^Ehf@õE:#Aҁ<@m @"`AF@hۋq@!l@EMwfK@Wi*_y!@cC@JYWE1l1c@wAݧe@ff_i@C,zxF@ffffff@&e@@} @ I_d+@=E;s@go,qAe.3@\@uF@JM@(v&R!@xLU@?@!h@ِ?@(sKA~ER(@ P @bC,F@ W'@aQ͂m;@s@-K)@P}I@m^E_@b%>sAܙ@r@ +gҿA@J=p +F@ +gfA@8)|@Vx, @r W@H6@@r LbE On@ȖbA"4@ +@.}VlF@ +L/{@fLʖ8@▆@QYQ| +5@uB@8Ej@Ȣ;A2 /L@ 33@,@',F@ 333333@FdT@Y7Z@4Ȓ:@Y=ʷC@kE_]u@ȺamA3@ }h@F@ xF]@"{@k@eq@E8@\(F@ +j@LU@X'@"s|@n@dc3EcjP@1 An%@ ?s2}@?F@ @,"z@t@ +Έ3@/B[c@X$qfE=v2|@1 A&id@ ̿`@%F@ @[@^ Y@RAI@&6{@OeESg<@ڷAԠaߓA@ 9 +@eڹF@ 9~($ @>Q$ې@4,S@H݇2@8](@, Ebh@U@rx^A٤ @ 4@FsF@ @IRo@O@024WC@T xy@McE5fg͑@U`Awl@>TkD@oiF@>BZc @ uZ@Nk#0@@#S#@DJE|mh@ƣkAȧ@ q@0(@]ΜIF'@CcA?@de@ F@dqj@ ABZF@h ԕ@3PRo=@ r@ +^&̎@ +`@ +%F uw$aV@-A='p@J)E@ q F@?@m\@ 紨@ +~=A@ +~Q@ [7$F jV/@eG֤A B38@Z =@ <n.F@`A7L@+ބ[@ _+@ +Zu@ + μ@ F }Q@1 AMge@ˢU@ f1.F@ڹ@bm7@ ;@ +p:l@ +HśU@ ìFɾV|+@mلAwXe@bQ@ #F@fffff@41\|@ 5J\?@ +ԐC@ +kɘ@ Fr}[#@ɹ77{Ae*I=@,@ Ov_خF@,<@u'Ø@ 8^u"-@ + ct@ `y@ ӅL^F =pg@mلA]_@?߰@ 'RT`F@A@r̷`@ C@ +_@ ;YR@ 15oF oK@vA줍@@ '/WF@x@9 g @@ +dD%@ g @ Ta{@ ǕF zR'>@y4mAQVY@t@ eF@@ݧT@ +Vh@ +CB@ 9XMۅ@ S.rXF $N>@.vA z@+@ nF@8}H@R@ qG@ +jcp@ +ϕy[ @ o&F Bd@5$fH;A[n[@T @ h ԕF@RT`e@aMg!@ 0~x=@ 9@ +"KΒ@ +55F *. 1@ƔwA\@@ & 'F@&@[]9@Y%ח_@ (,/@ ZZٞ@ I8Y}F :B;@QTAñmR t@?{@ +2XF@/V@Mm@Te@t @s(@ 'L|F d@_ +A'@@@@ +=p +=F@-@< H@usSt@@ 1@VQ*F(pF@9=A>s0;F@@͵@ ѷXF@$ xG@%cS@*6@D0qn^s@e`k:@!KtF0fq)@7-oAX&@T@(4@ iBF@Xy=@ݾ@' D@Fa@A,@GF;a#I@èW A־ч{@e@ QF@@\~@LDx@Jj@^Fj@̵̠F-ll @A1|'Y@@wkQF@TɅ@sL@f@ݼN*w&@ꑍ?@sR$F(pF@”NAߎ@@BZcF@\)@َ@`@z@~G@rhlvF y3I@}A j +@.@A [F@*0U2a@s'?@ +%@",@Bm@F ;*@aٍAiϞ^@aDμ@+ IF@^@KQD@A@԰x?H@@klUF :B;@~:ƺAΐӯ@~s@+a@F@ @1 +.@.iK@p[@n-/@F ݟZ@UB\_@?@@ѷXF@y @W@{pq#@gIDTg@)= @+ivF x;/@c0,B3Jx@@xFF@ᰉ'@urVm@Fn@LViѧ@hbG@S +UF +Ot@Ty-U3B|}Ð@?@ kF@Ov`@NMQf@ЊO@E4p@KJ'@ +F tL@r;}Bc@??@F@JL@i"@E>@MԖ|@7w\@u>F g +G?@MBKe@d`QV@sgF@d7@8Hm,@r3 @dY1h@9J@tF +`8@+jB@<{[@QF@~"@(>@3ے@y̤@mC@4bjF +F@YзB~8 @_@#9F@g @;֦f@ʰwy@ѫ}@]%@ȍ8:F 8VY@)qҀrBb@ǀ1@v_حF@͞&@$}k0@oQ@z;@UnU\(@unٛF `E@eBUJ-@3I@#9F@fB@ nd @= [ @4Wf4=@72Z@yFuP@E[TB 6:`@}@|F@ I^@ +γ@FA=@|Z!g@@w?*F-4L\@*VB +jP&@v@~\N6zF@P{@ ͠3$@ ?Ʉ롉@vᅦ@2cq@@JFTeX@JNBIth@bR˪@L/{F@jf@ Z +=a@ &~7CH@@f*}@8/;FgQ:@/^,2B@{t@9XbMF@Q@VЗ&@ 8XHk@m@@>cF4I@]B#cN@@.2F@U=@GgӶk@nw>F0@X<@ Zk@[}.Feve@B$+>&@@HF@~($@}X2I@Ȳ +!@h5@zkm~@_q4FI+@k\YBvb@@Rg@M:F@a@@u6@_\@ ԕ|@w.&@GggnFlh@\B28@@zC\F@1&y@bMI@/20K@ +-T JA@?h@cE'FoN@iT>B'Ȩ@+ G@hF@"h ԕ@ˉ@ +@ ;6h@$\@AɇEO'@PBvQH@hZ@*d7F@q @<@@)@d~@ M@E'@{MFV\H@%!FB)_x@ %B@!RB[@׌@0@ CAV@L'V@֛ +Fq!1@֬{EB})*A@߳Q?SF@V@f:y@oXzN԰@ !@K_@`wF1Mu-@fMB@601?PHF@B@Ml@@E)(Ћ@ +)$@䉼@I> F [.H@:6Bⷬg@d?u"F@\@*^@"Vm@ +&߼@a?n `TF ++τ½@qι*Bqg A-@}*?SF@w1@.tg@4@ `H_@S(?qqF =[@W&+B^i@L?ěSF@U=@6n@&YY@ 0D@ج? xF . +i@> B4zi@` /8?A [7F@ qv@F>@ -@ _g@@m?5FMP@.>*B b}@J7B??|hsF@H@U'Q@t&@ j 3@zk?r#FH%@!lȘB!T{@߶i?D*0F@2X@c;@|}Q,@,㢫Շ@/Gu?ޢIdF@Ssw@rPB"X٦@᜾?O M;F@v@t9@Is!/@;H@}3z?:|nFnbl6@JjB$X_@?Y?Zc F@{J#:@un%@Hz[@_G@Ή/?e֙Fqn9@wgB%qC]6@m?h ԕ+F@Vϫ@bW@=Ok@s^k'@&ߩ?o?CrFf@T:q.B'Tx@N*?tj~F@U2a|@<@~Uuą@Y#Zd@}+?y렳Fg@6~JB(0T@3?uF@ +=q@з@;p)@n?ee?%8WF̉xC@#mKB)@ NU?,=F@ @7H@udgJu@$'S?.q ?IF Ѓ^@ m-B*/P@?&IF@-@K X@]H@Ռ4 +b?k\O?V'iF ?D @nQfB)5bT@M?73F@3@:@i] @ak?zZ?b }Fۀ%-@A=/B(}$Zj@ɷ?nF@- @yMw@aaw@fs,?^?FTD@g B&f?A@@1?4mF@5Xy@iQ?@<׮@ {S@?oXvF/9F@zW4B%:@/?=K^F@ (@P @ޜ +3@Y8@1+?HF@–;B$Jf@`6?jfBF@@D@q (b@NȡF>@XWb?ge b2FX5L@MyhjB#%9S@h?:S&F@@@^m j@)@D9dh@4Io+i?@,FGCwP@Fa"B!Q@þ?*0 F@@'!P@K2{H@ðx@@k;xBkZ^c@3=?cA [F@@{~@쨓@ =@?Wc_F :@t2Bdׯ K@ ?eڹF@@jL@웠gN-@ ~b@Nv?xF 9}^@>]M@iB}r'Y@ΑB?Q_F@Ίqi@z(!@o\@ آ@lտ?d#0F@kZ$Bа+KJ@Ӈ Q?n.F@ӎMj@ݢ+@Չj@ +dH]@X@XX>CFx v@*HB}sB@BP?AF@Ov_خ@:տ@-;x@ +P@9]q@؁IF w@/rB⏉@ac?حUF@Xy=@1>}~4@Wz@ sW@jXp@@"U}&VF @-\B ?vȴF@+ J@ @ceg@e_|@?0rFe6W@4esBrC7/@Z?v? I^5?F@Q_@Эw@7a +@HF@ɹU?,ZKF6|,-@—BqNe@GG%5?nF@GE84@s&i@㬅@o=5_@!yd?USbF0fX5@Z-3B}\`I@Y`E?FsF@Yb}@L;7@@x=@W?^NoFҁ>@3o(B5MI@h^_ܴv?L_F@hXy=@4P$@qD@>Ť?y@bN*?itWF.'@>]M@iB @rQ?0 (F@rW@ܔჳ@ r@eCg@?1) Fx@NmRB!JmQ @uȠBU:?C,zxF@u\(@HunR@dK)@YZ+@~6?RsFZ)@<[_B"Gб@vdӏ?(\)F@v_ح@@'BWC@Ｓk@UZp?YW FU@,YB" !@vv jG?"`F@vz@ߐ`@}]@_f@+$)c?iFMl.mx@W ٧B#@v;?>BZc F@vFs@A@Df@pKy@uE>?tTwFVs@K ~_B$}@v #6?7KƧF@v}Vl@[Ҟ-@Y@P@L?V|EF"^}@49hB$<|#7@v_?ߤ?F@v!.I@T%B@>@&=@vժ?|FAO@2=B$RW@w!P?a@OF@wkP@\x @ +h@;>@3e +N?Λ6K\Fd@YB%=S)v@x +߬H?*0U2F@xF]d@6to@z,p@RJ@tn`?ij F\]@7XuB&X@xbbh?@NUF@xl"h @ro@S׷gg@g`;@0|y?TnJYNFN7@q4IgB',vx@xПf?fAF@xF@y&@3@B?O}ħ?YzSF YO@M~٨B)}C@y^_Y?ڹYF@yXbM@yy@! c@rsYF?:,? }F!>@+ ( B+J@z 2 ?zGF@z@Њr +@CnL@m?#աC?|#1F#N@'6kB,e@z[d?Ϫ͞F@z)_@<83@;@5ܞ?"qڅ?w>0 +F%6@pi +B.*@{L4?4֡aF@{A@F5~@Y+@=}h?w*?%EF'3F@ B0a*=@|W?'/WF@|PH@Wi@ @]k~?U?nk +UfF),@Dl1#B1sg6C@}@Ԁ?.HF@}K]@ut!@vb@l7 ?"B ?=^F,s<~@ɄB2@}:?0 )F@}v@u[S@SH@Їh][?t?VF/8 .w̶@0yjB3MK&@~.?k?EF@~($ x@{y#@\Ҿ-@Rk?po\?Sh.F1!@xB5@~7?ZF@~6z@@;?..@^ӏ?8f0?ױF2:}͗@6uSB6x{dA+@ ?Xe+F@@?\@ ~O@ U?f +ڤ?lF4@{"'B7H@0?癙F@$tS@)@ e[-@pHn?wC#?ʿ1F6y0M@ B9yE?@_fZ?b}F@@'G9@ Uw@W}?z?@uzF8MH&@nsgxB;!,l@O͜?u%F@NU@Zh@ @Tn?\`i?o0F:M@:?aeF@C@˂\{@ 5@2/?edBEF@ +^@ B@\-0@C=?N;5F@:S@j@V H?ЖF@Zc@ +@$@6#q?󥥌Bp >^k \ No newline at end of file diff --git a/Test_Plots/iso_8.20_0.00_00100_p00_IBprimary.fits b/Test_Plots/iso_8.20_0.00_00100_p00_IBprimary.fits new file mode 100755 index 00000000..cd43a595 --- /dev/null +++ b/Test_Plots/iso_8.20_0.00_00100_p00_IBprimary.fits @@ -0,0 +1,1072 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 105 / length of dimension 1 NAXIS2 = 2645 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 14 / number of table fields TTYPE1 = 'mass ' TFORM1 = 'D ' TUNIT1 = 'solMass ' TTYPE2 = 'L ' TFORM2 = 'D ' TUNIT2 = 'W ' TTYPE3 = 'Teff ' TFORM3 = 'D ' TUNIT3 = 'K ' TTYPE4 = 'R ' TFORM4 = 'D ' TUNIT4 = 'm ' TTYPE5 = 'logg ' TFORM5 = 'D ' TUNIT5 = '' TTYPE6 = 'isWR ' TFORM6 = 'L ' TTYPE7 = 'mass_current' TFORM7 = 'D ' TUNIT7 = 'solMass ' TTYPE8 = 'phase ' TFORM8 = 'D ' TTYPE9 = 'source ' TFORM9 = 'K ' TTYPE10 = 'm_ubv_U ' TFORM10 = 'D ' TTYPE11 = 'm_ubv_V ' TFORM11 = 'D ' TTYPE12 = 'm_ubv_B ' TFORM12 = 'D ' TTYPE13 = 'm_ubv_R ' TFORM13 = 'D ' TTYPE14 = 'm_ubv_I ' TFORM14 = 'D ' REDLAW = 'N09 ' ATMFUNC = 'get_merged_atmosphere' EVOMODEL= 'BPASS ' LOGAGE = 8.199999999999999 AKS = 0.0 DISTANCE= 100 METAL_IN= 0.0 HIERARCH METAL_ACT = 0.0 WAVEMIN = 3000 WAVEMAX = 52000 END @E+%d@ڥ|AX9/-@ F?쿱[W?@Y@@--@/ќFd@/˂i@0s@0D0zJ@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx?$ȟ@F?$ȟ@@@ '76F@ '76@Y@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@E#zͤ#r@AgZ1AY"Q"Q@ HfF?Կ @Y@@. +Uf@0^@/ETE@0.c,s@0hP&@ F +Ӷ @Ɖ6VAa]j@ {5MF@q!@@o8@ ~@Nd@ n'@ +N=@E,+8@ٹAZy=@ hF?LA@Y@@-o@/z'@/]xT=@/P}@0+P@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@E$^@PztAX0@ jF? ~@Y@@-}0@06U@/fS@0-g{ +@0h/ob@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@E&+Bb@lOAvBτ@萶kT?@N@@##O@!UsH@ I@!}Z@"$NF@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@ E4'[@~r@AS +?t@!j3OF?ǙXd@Y@@-TC@/c/m@/~ob8@0Ğ"@0[KjSd@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{?ffffffD<'@exH +ZAr,_@ lF?1Hwh@@8;H{hb@5̄@7ѶB@4bJ@18"?E=@a tAQncD@cgF@ 2/Y@@@N7@@:w@n0W@N ~@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@<JwF@(:@Y@Ee@KAscNo@ʝnF@ v5C@@eڷ=@d.M@y +@#,@״Z5@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@EBe\@*5DMA0M",@gKSF@ck@@ d&$@YȒP@r(~f@wbX3`@u7@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c@E+wA@yAFOJ@"_{ F?[BF@Y@@/~:@0|;@0dx@1D7@1T{|?zSHF?zSH@@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ@ Fx^ |@Κ{1A:#F@D?F@pϿ@@ԪM5@ /șA@ +ifz@ hW5@ .@E%1@Cc6ACg@jF@ hH@@[rDE@T@N5Ԇ@"%H@H]@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@ E3 +@4 LAVjz*@!F?Zx@Y@@-6 @//T@/OKG@/1ل@0;گ? QrF? Qr@@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,? QrF? Qr@@E@t<AJ@S=QT?KHӮh@@`!@ D{MB@ZoO@ YFλ3@ X +? QrF?hXy=@@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{?zSHD<'@exH +ZAr,_@*}jvF?ٯx(/@@7-w@5@6. \@4y\+.@1 R_@;:hF@ h8@Y@E(Dn@DC;NAOn ?6@!P&F?j@Y@@.h @0%F@0J1p +@0@0`@ LYt[F@+A@Y? QrF? Qr@?zSHD<'@exH +ZAr,_@&&F?zSH@@7-@5&2U@6Ѐ|3@4yɫ@1 sCFy?ffffffF?fǼ”@Y@ E{}gD@[@Aܣc@:)~F@+@@ác@/=@f}@:=c:@ 6^}@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@E*HPaP@%s$)8AY q +ř@ .ZF?xB0@Y@@-J%@/TGW@/@0 @0IH]Q"T@E\Y{@ڕAl ֛@ _m\+F?RT`d@@KM`@EZ@jok@Qĵ@X@Eʔ6B@%`UAl  @T?@@@"%~N@!T*C@"d_y@"K]?ffffffF@h. +@Y@ EWVv;@L&AWRW~@! +˵MF?`V@@+[1_@.5,ڋe@-pWfCq@.yP @/*U~@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@E%1@Cc6ACg@jF@ hH@@[rDE@T@N5Ԇ@"%H@H]@F?& xe@/)B ?&,LƴF@!laR@@@toW@rQ '@?є?Ei9tD@s|'HA!@hHAF@3PH@@ῗx^@@cU4@7@@+Ŏ@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@E4gc@ߥaNr AU3ߕ}@!EzY)F?̢b@Y@@-AYZ@/3@/d{%@0G.@0J%@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw?{[>F?{[>@@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ F x'@hšA!@ +dF@fL/{J@@~MT@J@@9@ " \? QrF?n]@@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@8@5C@7FS@4uUs@1е@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>?ffffffF@n7@@@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>?zSHD<'@exH +ZAr,_@&&F?zSH@@7-@5&2U@6Ѐ|3@4yɫ@1 sCFy@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@ E3 +@4 LAVjz*@!F?Zx@Y@@-6 @//T@/OKG@/1ل@0;گ?0̼,F?0̼,@@ffffffEC_/@#SA⚜*W@(xFF@ $ p@@Xݤ@f@1 P@? X@r @Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q? QrD<'@exH +ZAr,_@a F? Qr@@78@50Z. @6l<@4rM4fP@1fD@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@ E:y0@ؒāAgg'@5ݺBF@ f@@(}@y1@-@%|P@mTCu@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@E)(k5o@]yAY"BP@ ןlF?B @Y@@-$Aq@/yH>+@/K@0 f~$@0JmAWRV}6@! +˵MF?`V@@,+ohuT@.P@.L.g@/#,Z@/2*@FR@GE#y A9Au@ XIF@y3@@ [XC@ JDS@ bx_r?@ vZu@8/KF@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p@E4ݑ*@ߦ PAU318h@!EyF?e+a@Y@@-A5@/+^@/dhZ@0"@0JH$@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@Ejlr`@Um)\yA.@zXT?sպ@@.5d@!YGΗ@ Wi@!pT @"((f?? QrF?|ķU@@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@E6 2@.B)A['@ S#7T?OQC@Y@@,c@@/ +g@.‚:@/]@#E9@/7@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ EWjȪ@Lc%AWRxsZa@! +Ǜ1F?np&@@+[.&{[@.5)8[`@-l(@.yL]@/'F?% @@ F zqjDk@ 7RyA򔕺u@ +ͳ{F@fs@@/@Wf +@k @$:'-@ "|)y@ F zqjDk@ 7RyA򔕺u@ +ͳ{F@fs@@/@Wf +@k @$:'-@ "|)y?zSHF?S.(@?$ȟ@F?$ȟ@@@ E0w- +@\APfV7@!7F?|Zqx@Y@@-侕@0NF@0 qT@0n} Z@0K p}-@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ?$ȟ@F?$ȟ@@@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ? QrD<'@exH +ZAr,_@a F? Qr@@78@50Z. @6l<@4rM4fP@1fD@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@8@5C@7FS@4uUs@1е@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{?E=@a tAQncD@cgF@ 2/Y@@@N7@@:w@n0W@N ~@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx?ffffffF@ T@Y@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@E*4˘@H2yAH/$a@"j74F?bC,@Y@@.{@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>?0̼,F?0̼,@@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@E*h@>elAH) @"iazF?^z9@Y@@.-ƌso@020@0ϕL@0||E@17R47?ffffffF?ffffff@Y@E(j6^&@'5AY"Y?@ v )F?)sБ@Y@@-\d@/3@/f@0]Tp@0OxĶ@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ?zSHF?zSH@@Fm'Q@;z/AdY@ D6ͼF@O"@@ 1ĺ^@ygâ@ tk@c+&p@A @E8v ~@݀#2A[5zq@  T?@x@Y@@,vz@/L<@.-y@/B+=M@/=@/@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8?D<'@exH +ZAr,_@'F?@@7Z"<@5S&O@61@4]o}n@1b$u@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@8@5C@7FS@4uUs@1е@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@E5M@څI5AZwST@ lT?Q@Y@@,Dd@/:a@.ݹ"@/x.p@/W@E(SM6@D%AOm澧=@!SEF?u:>/@Y@@.htl@0+@0J207@0=V@0!@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR?ffffffF?\ +V@@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ '76F@ '76@Y@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ffffffFeI@jAҶ'A^@ W=DBvF@d#π@@ X:D"@ _@ L?@ jJ0@ l?0̼,F?뛙N?F@@E4 a@ߛ۟LAU=n +@!Dd]MF?ȟ@@Y@@-A!Ϯ@/~2U@i@Y}aWq@ED?ffffffF?ffffff@Y@Y2D<'@exH +ZAr,_@Z.F@Y2@@8vmP@5..@74۬an@4nJ6@1 @Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>?F?@@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx? QrF? Qr@@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@ EQXvËX@O#AW!-/he@!c,F?#x@@+!M@.lL@-ʽ@.;B@/F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@E9uϹ@U&AƂm@H~T?R@@3(@M 1=@@ddjU"@Y`\@FR@GE#y A9Au@ XIF@y3@@ [XC@ JDS@ bx_r?@ vZu@8/KF@Eըa@ǑA5(@ 0iF?Q9C@@(>`@9rxv@\@! 1@r$@<JwF@( V@Y@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ?0̼,F?0̼,@?ffffffF@.4@Y?{[>F?{[>@@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@E2@.r_vAGz>0Z6@"{'F?U=@Y@@.*3)a@0΁@0F@0G/9@16XK@E*̕A@_ AG-!Q@"kF?)sБ@Y@@/R2@0)E@0DEd_@1 +ӛW@1P}? QrF?wk@@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q?ffffffD<'@exH +ZAr,_@3KF?MUh@@84$@5˹>t@7r@4aWr>@1XT@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@;:hF@;:h@Y@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx?ffffffD<'@exH +ZAr,_@4`9F?A@@8<`(@5̯(κ@7y1@4bCU@1j8h@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@E0R@ɹ^NwAZ"+@ <+nF?2P]@Y@@-;k'@/*, a@/3ҳ[7@/uI@0U4@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ?zSHD<'@exH +ZAr,_@&&F?zSH@@7-@5&2U@6Ѐ|3@4yɫ@1 sCFy@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@8@5C@7FS@4uUs@1е@E*ռ@_[AXD@ ./F?Y2@Y@@-م7}@/=j @/>G@0 +Wz>,@0HB:@E+¿Z@ĀPޯAuO~ +@}X,7F@>(@@r ǚ@Y}@`UiW@1zE@{?$ȟ@F?$ȟ@@@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>?333333E<@R]Ap7hy])@ TOF?ffffff@@^N-@z@9i@th_@>] N@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8?0̼,F?m%H{@@F!5@E0YH@ڥ#WA[=?0@ ̒MF?KI@Y@@-,+7@/q ޯ@/#RO@/F-}Y@0tZ(@ F zqjDk@ 7RyA򔕺u@ +ͳ{F@fs@@/@Wf +@k @$:'-@ "|)y@EA£F@nP?AWRj_@! +JHF?g @@,+n@.bk@.L@/#QI@/0}?0̼,D<'@exH +ZAr,_@3.)F?*Yp@@7Lsg@5Ǘ9V@6"@4_LY g@1Ko @EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@ E}DMr@7o2Aޱ@Ġ9F@u%F@@ U@VΏ@vљ@9:K@TQ@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q@ffffffE.s]@ @jViAYB3[l@:-F@@@s[@oA6@5l3@'z@ +e@ E?0̼,F?0̼,@@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED?$ȟ@F?$ȟ@@@1;.F@;Y@Y@ LYt[D<'@exH +ZAr,_@WVF@ fQZ@@8$j^@5)BE @7G%[J@4uTUb@1"@E$|*K<@K:A AΏ@5T?銆6&@@J@.i3K@b@ES@ eܲot@ F +W31S@ A3^q]@ {A={F@x^@@hwo@ 2.@oM@ aMB~y@ +@e_$@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ?D<'@exH +ZAr,_@'F?@@7Z"<@5S&O@61@4]o}n@1b$u?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c?0̼,F?0̼,@@E/]X@kR5>AZ@ ԠF?7~@Y@@-L>@/I@/A[!:ʣ@/ǺԵ@0!0:C?k"ɁF?k"Ɂ@?F?@?ffffffF?iu[@Y?F?@@Ek(I@KzAћ3 @[ iT?K ͳ@@g9ij@ ;@AI*y@qd@*k@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@EAD:j'@oILAWP!8jC@! NDF?(@@,+)@.9E@.LNI\@/$!@/[@E< +!@,yA4&@uT?%o]@@4@HޞC@FT@_f @ sb?0̼,F?0̼,@?$ȟ@D<'@exH +ZAr,_@&qF?$ȟ@@@8X@54θU@7 +C$@4[u@1  +@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>?zSHF?)P-@? QrF?@@@E%#d@^m$}.AXqF@ -5AF?ﲪ@Y@@->~@0 ٖe K@/يWY@0(4.oJ@0c哋@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>?k"ɁF?k"Ɂ@?$ȟ@F?$ȟ@@@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ E{}gD@[@Aܣc@:)~F@+@@ác@/=@f}@:=c:@ 6^}@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@8@5C@7FS@4uUs@1е@ E2\x+@?)AHP(SL@"i.F?^ N@Y@@.F) @06 @0x;@0ٻSF@1 _F@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ffffffEC_/@#SA⚜*W@(xFF@ $ p@@Xݤ@f@1 P@? X@r ?E<@R]Ap7hy])@ TOF?ffffff@@^N-@z@9i@th_@>] N?F?@@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z?k"ɁF?k"Ɂ@@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED?zSHF?㲀l@@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@E+ ͓}@0AFw @"+_"F?a@Y@@/!$@0"3#@0r0@1c@1UA@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx?zSHF?zSH@@F!5] N@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z? QrD<'@exH +ZAr,_@F?b2@@7d}@5j@6f{@4q^@1L@@ E}DMr@7o2Aޱ@Ġ9F@u%F@@ U@VΏ@vљ@9:K@TQ?ffffffF?t<@Y@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q@E<(@Oh0A޻a ho@ F@ 0 )@@ +Ҁ*@ @2HX(@71@9+1@E l@N(@&'A~@weT?9.@@tE@ !B_@ 4~ne@ b"j2@ 2tm@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@E]DIf @4|K-A %@ mT?ud0@@wc@ 1Q9b@&mp@ ro[|q@ SZ-@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>?$ȟ@F?$ȟ@@@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@E'cFo@ٰP˱AX @ xΤiF?Dg8}@Y@@-u4B@0=`@/íԬ@0 qCW@0]"@ F +W31S@ A3^q]@ {A={F@x^@@hwo@ 2.@oM@ aMB~y@ +@e_$@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,?0̼,D<'@exH +ZAr,_@ +:F?x|_@@7, @55J@6/[|@4aOl@1'4@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@EFi9@B |5fA +@h@F?V?@@%^@'@D? @0+Ǘ@At-2N@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@E[l@ LnAw=a@@ h^JF@N,fX@@9H~ @ +<ܢ@F*=@ުu@<@Eޝg2@t#A>@KfT?ƼS;@@lpU3@ yDZ@l@ ^ܞ@!G~ϔ@E,H@ ,<A䜐@覵%T?a@@9s}r@Q}@0@y@ wpf@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c@Ei9tD@s|'HA!@hHAF@3PH@@ῗx^@@cU4@7@@+Ŏ@FR@GE#y A9Au@ XIF@y3@@ [XC@ JDS@ bx_r?@ vZu@8/KF@E3-TI@ۮߔJA[ @ K?T?Y +>@Y@@,TS|@/O-@.ňr@/F!$@0@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,?0̼,F?0̼,@@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@E9^90@9}#ZAYo@ vOOT? oTK@Y@@,6V+@/7p@.@/[4^@/x@ F x'@hšA!@ +dF@fL/{J@@~MT@J@@9@ " \@E"Mލ@׌@AYY@ K= PF?6@Y@@.?Py@0_@/hB@0,CIv@0eEw@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx? QrD<'@exH +ZAr,_@a F? Qr@@78@50Z. @6l<@4rM4fP@1fD@F DEk@ޥgAA6@ +3RF@# @?ޫ-@%Yt+@7@nW7% @4Foŋ?zSHD<'@exH +ZAr,_@&&F?zSH@@7-@5&2U@6Ѐ|3@4yɫ@1 sCFy@ E{}gD@[@Aܣc@:)~F@+@@ác@/=@f}@:=c:@ 6^}?0̼,D<'@exH +ZAr,_@dF?0̼,@@7Β@5;Z@6s$@4k+³2@1#2@ '76F@67 +=p@Y?k"ɁF?k"Ɂ@@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED?zSHF?f} @@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@Y2D<'@exH +ZAr,_@Z.F@Y2@@8vmP@5..@74۬an@4nJ6@1 @E-R@ږAYvr@ ?F?t}^_@Y@@-eRaJ@/Խc @/\E@/W@00Ag4@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@E+H+@_9AFR4@"(F?n.@Y@@/ a=@0ḓ@02Q@@1nYUs@1U_a@E:8Ԓ\@$#n'AZy@ H{T?\=x@@Y@@,iJ@/EG%@.w @/@,5@/]y?zSHF?zSH@@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@ E}DMr@7o2Aޱ@Ġ9F@u%F@@ U@VΏ@vљ@9:K@TQ@ffffffEXq}v~@oA)}D@(F@ OQD@@9@o@| v@Wk@Y%OF@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c?0̼,D<'@exH +ZAr,_@F?Q;tJU@@7t2@54#4p@6(1|@4j:'@1 +u:@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@E\gt@2d\A>s @^{T?!.H@@,V@&@ׇE@@jW@ -# @ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@Fm'Q@;z/AdY@ D6ͼF@O"@@ 1ĺ^@ygâ@ tk@c+&p@A @ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z?ffffffE%1@Cc6ACg@jF@ hH@@[rDE@T@N5Ԇ@"%H@H]?zSHD<'@exH +ZAr,_@&&F?zSH@@7-@5&2U@6Ѐ|3@4yɫ@1 sCFy?=]UD<'@exH +ZAr,_@2dԉF?)@@@7eE@5 Cl@64fb@4xL`@1 A ?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c?333333Ei9tD@s|'HA!@hHAF@3PH@@ῗx^@@cU4@7@@+Ŏ@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@ENy@IA%@H؉F?]nY!@@ƅuHq@K_@.&=@Ioe@MJ|@E䕈=@ N\kA$@bhT?@@v4L`@ 4h@˓/C@ D9@ }@ E{}gD@[@Aܣc@:)~F@+@@ác@/=@f}@:=c:@ 6^}@ EWjȪ@Lc%AWRxsZa@! +Ǜ1F?np&@@+[.&{[@.5)8[`@-l(@.yL]@/'T @E/W՟@QAZl~6?@ DF?r\=x@Y@@-GG@/?.[@/@6g@/[qn @0#9)?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c? QrF?ka@@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@Ef*@5չ NRB(ٕ@mF?ᛐ@@ emWz@t?;0@Tf@ PaVU@ d<<@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx?ffffffF?ffffff@Y?D<'@exH +ZAr,_@'F?@@7Z"<@5S&O@61@4]o}n@1b$u@EfPQ)@MyeA'/E@64zCLT? <`@@;Sh@!vȭ@ t6˖u@!HE@!֓L@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{?0̼,D<'@exH +ZAr,_@a_֪F?׶@@7 :~@55^d@6( @4c@1L?zSHD<'@exH +ZAr,_@Al7VF?CbC@@7@5bCBn@6͑nk/@4w @1z'@Y2D<'@exH +ZAr,_@Z0ߐBF@t0@@8w}nU@5 ubc@74@4np@1@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ? QrF?f D@?$ȟ@F?$ȟ@@@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ Ek%W@ >vAj@HڔF@ "@@¼x@Sa@T'@q p@Ec@E#E@׀TAZɥW,7@ sF?Q@Y@@-(6C@/@@/S|l@0+!@0Rs?񙙙E<@R]Ap7hy])@ TOF?ffffff@@^N-@z@9i@th_@>] N?zSHF?j|u@@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@ LYt[F@) ȊG@Y@E(dXk@WewAO0K@!m+F?Ҳ@Y@@.k @0V]@0L+R"@09@0I@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@FHo@B!#c??:)NF@M_@@F:@ATQR$@3W>`@LH"?`ND%?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c?$ȟ@D<'@exH +ZAr,_@&qF?$ȟ@@@8X@54θU@7 +C$@4[u@1  +@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@"E1|N@ HʸAY0@ F?Ms@Y@@.M񲘙@0(#Y&@0T2l@0C@0{i@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z?333333F@▩AtY@R +F@Xf:@@ nO@;^o@ ۭ/@4%F@L@E4 w0B@܋Z>5AZvיJ@ "ecT?앿Ex@Y@@,!@/X*6@.x".@/b\@0 3c@E4?xz@ߥ(AU4Z@!EsF?W @Y@@-A~V@/ߥ0@/dx@0ʠ3,@0J:@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,?333333Ei9tD@s|'HA!@hHAF@3PH@@ῗx^@@cU4@7@@+Ŏ?ffffffF?ffffff@Y@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@E&0lv@`F A/JaQ@f !T? @@|ͳ_@ _Pg@͛j@BV@ PXE?ffffffE=@a tAQncD@cgF@ 2/Y@@@N7@@:w@n0W@N ~@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@"E!:\2@X:AYhѡ#a@ tCKJF?IQ @Y@@.3HQB@0cp@0,u @09pEÎi@0r|@Y2D<'@exH +ZAr,_@Z.F@Y2@@8vmP@5..@74۬an@4nJ6@1 ?ffffffD<'@exH +ZAr,_@q'F?ʢqN@@8-~@5[@7 |@4`09@1M@ LYt[F@I@Y@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@E[ѧY@65H;tmA!1"\@lcOF?%@@P@@Y@@TEF@䣮@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z?ffffffF?0Vd@@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw?0̼,F?0̼,@@ F zqjDk@ 7RyA򔕺u@ +ͳ{F@fs@@/@Wf +@k @$:'-@ "|)y@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ '76F@&tc4@Y@E i#n@@AW- @ zjF?dob@Y@@.a o@09ױB@0ޖzX@0UmI=@0ʐ-@;:hF@3vg@Y@E u$@:oAjJw@ppT?zG@@2@}YT9@uOr@2€@ &f.R@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@!E!|M(@DWAYXo@ F?t}^@Y@@.#S$:@0We@/Ｂ@00A"N@0i jb@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED? QrD<'@exH +ZAr,_@RVF?Оd@@7_}@5X|@6q?@4j=˄@1Rd?ffffffF@2*@Y@ '76F@&!E@Y@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@E,E@ULA[=Kz@ F?ǣ @Y@@-]F@/T",y[@/Flj@/rP@0'p.@<JwF@X@Y@ F +W31S@ A3^q]@ {A={F@x^@@hwo@ 2.@oM@ aMB~y@ +@e_$@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@E0z(YQ@O,OAYunFo@ ϺscF?m݂v@Y@@-QO1@/UUW@/O@/"% @0-8@Fm'Q@;z/AdY@ D6ͼF@O"@@ 1ĺ^@ygâ@ tk@c+&p@A @ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q@ E2\x+@?)AHP(SL@"i.F?^ N@Y@@.F) @06 @0x;@0ٻSF@1 _F?k"ɁF?k"Ɂ@@ E0w- +@\APfV7@!7F?|Zqx@Y@@-侕@0NF@0 qT@0n} Z@0K p}-@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw?ffffffF?ffffff@Y@E +oC*@LxgUAЀ%R@gT?!Kr@@Si%@D69@ +37@$S@ po6+?ffffffE&@lpqA-J@XF@ ƼS;@@A1@!@@q,@W@rd@E3:uf@Qm({@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@8@5C@7FS@4uUs@1е@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@E:U`s@}qBAZ¬@ £mT?DUG@Y@@,4i@/ݖ@.\ʰ@/P8@/d|6@E4t@ߝEQdAU;fxo@!D=F?hH@Y@@-A7@/dP@/c? 1@0:00@0J(9@ '76F@u]@Y@F P"M_@e^LB_qqv?S7~F@v?) +@@lc@ {O3LL@C@c0@9vu@E+㞅0@q^AF1l@"lF?~@Y@@/#M@0@0BF@1TF@1Wg_@E:E*6@zuAZ [@ o;T? +=p +@Y@@,&b@/S ]@.3@/Qj6u@/${?0̼,D<'@exH +ZAr,_@dF?0̼,@@7Β@5;Z@6s$@4k+³2@1#2@E0_ =l@- E9AY4.G@ ȜkF?%[[@Y@@-L0D@/_R@/I֯?@/91e@0*Iî%h@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>?ffffffF?ffffff@Y@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>?ffffffD<'@exH +ZAr,_@~T.F?Tз@@827XyiF@5ˁ8@7ٕ@4`:=U@1So@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@Fm'Q@;z/AdY@ D6ͼF@O"@@ 1ĺ^@ygâ@ tk@c+&p@A @ E{}gD@[@Aܣc@:)~F@+@@ác@/=@f}@:=c:@ 6^}@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{? QrD<'@exH +ZAr,_@F?Ba8@@7Z@5+b@6@4pF@1@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p@E5 c 8@ Sm@AZq0{ @ 's~yT?{ 9@Y@@,90@/B?rW@.jn?I@/,q,@0H@Eg@Κvs'A{ZdO@ $]F?4m8@@| [@Pm @IjR@qO@g@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p@ffffffE\K%@͒Ay(@ P@*F@0+@jU@@ қ V@!G@0e}@1@Xl{@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@E5IL'@6].?AZP G!@ ^}BT?ud0+A@Y@@,c&Q@/B@6 @.qI@/q@0?ffffffF?ffffff@Y@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,?ffffffF?ffffff@Y@E(=jj@Y!mAO*lxO@!N߳F?d0+@@Y@@.lF.@0j\[@0LIT`@0F@09:@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ F +W31S@ A3^q]@ {A={F@x^@@hwo@ 2.@oM@ aMB~y@ +@e_$@EQg@0 Ab@G[T?73@@uBy@L< @\@s-`@b@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@EQNb@7ݕfAVA,"x@!'G|F?MUh@@+Ju^@.q@-"@.ʔy@/W3Y@E3W:1 @IAd "F4@2F?#π3@@f&?@ܒMi@nW.@nLe@0Ho@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ffffffE.s]@ @jViAYB3[l@:-F@@@s[@oA6@5l3@'z@ +e?ffffffF?ffffff@Y@E4N@}@ߜ|+AU(@@G{@ľ,@u@'@b;,?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@EHL*tς@BBAWPQ෶@! +/dF?쿱[W?@@+O@.l>@.4&^5=@.ey@/l|D@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@EbqՊ@T AA=/O|@dK\T?l-@@]@"kH@!@"ڵj@#608@ F zqjDk@ 7RyA򔕺u@ +ͳ{F@fs@@/@Wf +@k @$:'-@ "|)y@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ?ffffffF@% Z@Y@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>?0̼,F?0̼,@@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{?0̼,D<'@exH +ZAr,_@dF?0̼,@@7Β@5;Z@6s$@4k+³2@1#2@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR?ffffffD<'@exH +ZAr,_@QF?!ܓ-0@@8GN @5/Ђ@7/!7܄@4d:4Z@1Znc?$ȟ@D<'@exH +ZAr,_@&qF?$ȟ@@@8X@54θU@7 +C$@4[u@1  +@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,?$ȟ@D<'@exH +ZAr,_@:q֟F?b\@@84N 5@5@7؛ :@4\r@1y#\@ '76F@ '76@Y?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@8]V@5 0q@7$&Ȧ@4hZ 8@1[gc@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED?0̼,F?''6@@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p?ffffffE<(@Oh0A޻a ho@ F@ 0 )@@ +Ҁ*@ @2HX(@71@9+1@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@F!5 ݚ@1X#_?F?@@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z?=]UF?=]U@@E*J~1@bsAG&$@"fMΕ8F?{J#:@Y@@/!pXU@0@0c@1 $7wN9@1Qb1_@ F x'@hšA!@ +dF@fL/{J@@~MT@J@@9@ " \@E./@$AY ύ=`@ smN%F?D@Y@@-oZPu@/[㳀@/l|_ @/]ɤ@0:оp@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@E$5@<+AXm @ F?^)4@Y@@.$Y@0~m@/ꌑ@00j@0l^%@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{?F?@@Ej +@bT@A#G@ z9p#F?do@@0օ΄6@Ğ@,V@3ߦ(@t#х@Fm'Q@;z/AdY@ D6ͼF@O"@@ 1ĺ^@ygâ@ tk@c+&p@A @Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@Eަ*2@I-Aۍoh0@BJF@g@@TpB@_w@@Ps@TD!@ffffffEZj(Ua@ƚI$AݖȧDs@nF@ $tS@@G4a@h0@@*@1e]@wG mĩ@ '76F@4x@Y@ffffffEZj(Ua@ƚI$AݖȧDs@nF@ $tS@@G4a@h0@@*@1e]@wG mĩ@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ELm@A%(@ T?nP@@hJ@b@fC!@s)N̚@ GHW?D<'@exH +ZAr,_@'F?@@7Z"<@5S&O@61@4]o}n@1b$u@E*l@ⷩ5AH4L@"k,ЧF?cs@Y@@.k^@0}%1@0\@0JT[@18:X?ffffffF@U @Y@ LYt[F@ պ@Y@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ '76F@($">j@Y?ffffffF?ffffff@Y@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z?0̼,D<'@exH +ZAr,_@dF?0̼,@@7Β@5;Z@6s$@4k+³2@1#2@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>? QrD<'@exH +ZAr,_@a F? Qr@@78@50Z. @6l<@4rM4fP@1fD@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ EQX:@䧁LAW!}4@!n/F?`:@@+¡@.l5@-ʲK@.<@/@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p?k"ɁD<'@exH +ZAr,_@Z F?sGnS@@7)W~(U@5Eƭ+@6o @4d-@1@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@E=2.@D YAS@!lQ8OF?鷿@Y@@-bz@/J %@/7`S@/1(]@0>T @E:bY1@;eAZ?Ϡ@ %T?^޽@Y@@,g@.W@.BuS@/=I@/¢^K@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR?=]UF? @@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{?ffffffF?ffffff@Y?Ei9tD@s|'HA!@hHAF@3PH@@ῗx^@@cU4@7@@+Ŏ@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ER2s`@켻IAԊ~xt@4pZT?\=x@@@r(pD@ P +@ b]G@!@-@!ʹ@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@E(5x@D +AOn<@!MDzFF?`A7L@Y@@.hשB@0@0J/E@04|t@0㩘 @EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@E%&v@تQAAY< f@ ˍfF?-V@Y@@-@02=@/NI@0=(4@0XF:7@EAth@j/*ظ{AWZ @! uNF?łU6@@,++@.nGA@.LC>$|@/#LJ'@@/?zSHF?zSH@@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p@E)L7\@H0AYG Ī@ *F?qiC@Y@@-:@/ߓ+FT@/"B @0 V @0JO?F?@@E<^x@G+29ADzd@ \?QaT?~$t@@ 9RU@Lp*}Z@-%@=#~@.A@Eж:4@Ȟd\aAJ ћ@ +c zF?2^@@:>@ySq6.@ț"@@a[@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED?0̼,F?8K@@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q? QrF?ꢠX@?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c?k"ɁF?k"Ɂ@@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED?F?@@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p@E%1@Cc6ACg@jF@ hH@@[rDE@T@N5Ԇ@"%H@H]? QrD<'@exH +ZAr,_@a F? Qr@@78@50Z. @6l<@4rM4fP@1fD@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ?ffffffE=@a tAQncD@cgF@ 2/Y@@@N7@@:w@n0W@N ~@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p?zSHD<'@exH +ZAr,_@3ԁF?7ѓ*@@7,9@5z@69D@4xQL9@17@@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@1;.F@<6e@Y? QrF? Qr@?zSHD<'@exH +ZAr,_@&&F?zSH@@7-@5&2U@6Ѐ|3@4yɫ@1 sCFy@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@ E U +@Ǣ]Af@|Ig= F@{ײ@@ O@c@U9W'Q@ߊ6@/'-@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@EA~2@k AWl/@ +cF?@NU@@,%r@.3!@.C@/?@/!9o@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@E(!\c@tAYfvd@ {8F?e@Y@@-o_d@/"6'@/('@0ڋ&@0OA:@F6 +F@;}A=}O(@ hQ F@27@@ 񠩏a@AQI@ u䤃@xӽ@_?333333E<(@Oh0A޻a ho@ F@ 0 )@@ +Ҁ*@ @2HX(@71@9+1?F?@@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@FR@GE#y A9Au@ XIF@y3@@ [XC@ JDS@ bx_r?@ vZu@8/KF@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@E%i +@ح"AAYv,@ ΗF?K۠&@Y@@-@0op4@/ɯ7@0=D@0Zu*ν@E) Q@[Ff AZ6`@ 4*VVF?궙@Y@@-K@/X'1C@/[c@0X@0B@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@E{:f*@*Aľ41e@'T?bh4@@Ē7`@q-0@Z@v9@ JR@E)aߎy~@?NdALmʇy@"K zSF?wkP@Y@@."I@0H:}@0`RNE@0;F@0jk@Fy R@.+shAOm +@ I rF@o'=\@@ #p@fd2@ ."@ @3?zSHD<'@exH +ZAr,_@&&F?zSH@@7-@5&2U@6Ѐ|3@4yɫ@1 sCFy? QrD<'@exH +ZAr,_@C!_JF?.A@@7ϠP|@5|*@6g?@4eg@1T_{?ffffffF?ffffff@Y@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@E9Z•@5 JAZirq7@ TdT?ꥤi4/@Y@@,љ@/ 8Ƕ@.vn@/J,5@/v/-?ffffffF?@@E%?;&@lܛAYv)z8@ 9gϡF?빌~($ @Y@@-P^@0ƞl@/̗N1@0"i 1@0^ +P@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>?k"ɁF?k"Ɂ@@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q? QrF? Qr@?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c@E(CN|@S ,AO=?)@!c3F?uO7@Y@@.kHIN.@0Yy@0KDB@0?@0|pL@Y2D<'@exH +ZAr,_@Z.F@Y2@@8vmP@5..@74۬an@4nJ6@1 ?ffffffF?ffffff@Y?F?@@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ LYt[D<'@exH +ZAr,_@vSF@ at@@8£/@5ؑ6@7H3@4vpێ@14Ĵ@Y2D<'@exH +ZAr,_@Z.F@Y2@@8vmP@5..@74۬an@4nJ6@1 ?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z?ffffffF?ffffff@Y@E&抒c@"*A[f@ KF?^@Y@@-Y@/ى@/q@0dwR@0B}wzh@ EQX:@䧁LAW!}4@!n/F?`:@@+¡@.l5@-ʲK@.<@/{@E,?;$X +@ڭ3;AYe@ չy*F?sPH@Y@@-7j@/̥ʕ@/3 @0+@0Bd@ffffffFeI@jAҶ'A^@ W=DBvF@d#π@@ X:D"@ _@ L?@ jJ0@ l@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ EQXvËX@O#AW!-/he@!c,F?#x@@+!M@.lL@-ʽ@.;B@/(@@G{@ľ,@u@'@b;,@E/S@@`ɩ=AYe_^@ YXF?}Vl!@Y@@-W&b@/ +@/US@@/J\@00I X?0̼,D<'@exH +ZAr,_@.zMl08F? +X$@@7ɜ"@5ȯL@@66@4g*!r@1o0@Ee@KAscNo@ʝnF@ v5C@@eڷ=@d.M@y +@#,@״Z5?ffffffF?ffffff@Y@E2,#@ݔAW_)GJ@! p#(WOF?0#@Y@@-3}P@/92JV@/H+|$@/E@04׎?ffffffD<'@exH +ZAr,_@gyhF?Yuy)@@8=W@5̾@7å@4bz@1;R@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@E/B/Zr@(g:RAR!&Wx@!K6zF?i@Y@@-鱯@04K@/p_x%@0S,@0@@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,?k"ɁF?k"Ɂ@@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@E3yD"@܂ƊAY u\@ eTT?8J@Y@@-v5ߨ@/f#w'@/ {"@/k@0>@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@Eрu@z=@u678AfC@qT?KI@@@ xȝ@:|@ ,)@!Gyx@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@E+{@zAFS@"F?@Y@@/䆾@0혽Z@0f$@1i +/@1T@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ? QrD<'@exH +ZAr,_@3-FF?H)B@@7Z@5Ȥ7x@6灺f=@4f؝^@1\o@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@EA)ju@w8OAW@)@! 4/F?%!@@,,5 A@.C{@.Mնk/@/%*oX@/y @E9H.@ކzsAYQOD@ yY"T?7ޓ@Y@@,7i@/@.=Xճ@/Wb@/nY,@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,?=]UF?2oԽ@@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z?0̼,D<'@exH +ZAr,_@dF?0̼,@@7Β@5;Z@6s$@4k+³2@1#2?ffffffF?m"BJ@@ E2\x+@?)AHP(SL@"i.F?^ N@Y@@.F) @06 @0x;@0ٻSF@1 _F?zSHF?ٸw?}@@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@EQNb@7ݕfAVA,"x@!'G|F?MUh@@+Ju^@.q@-"@.ʔy@/W3Y@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx?F?@@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@F7@0wǕAB")&?$YF?E @@%@ v@˖B@Ty;#@R@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx?zSHF?zSH@@E/QrE$@$͛[AYsOK[ @  F?m=@Y@@-Z΃J@/vm$V@/W#%@/5@00zU@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@FR@GE#y A9Au@ XIF@y3@@ [XC@ JDS@ bx_r?@ vZu@8/KF@ '76F@ '76@Y@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ F +W31S@ A3^q]@ {A={F@x^@@hwo@ 2.@oM@ aMB~y@ +@e_$@E+?@s[AGO@"cF?e @Y@@/E]I@0;o@0:3 @1 }0@1S{B@ '76F@ '76@Y@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@E(,P@Va}1AO1a@!P~2U@i@Y}aWq@ED@E4`q!@ߞ&AU:u'E/@!D +gF?$/@Y@@-AIҥ-@/΅pm@/d;]@0t@0J:M@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ@EGYA@acAXEv[@ AAF?:@@+Q@.a@-Ad0@.Ⱦ$Vڭ@/Vh ]?D<'@exH +ZAr,_@ϑ*@:F?dg@@7AZ4I@50S@6{@4\u-b@1x@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR?ffffffF?V@@ F +W31S@ A3^q]@ {A={F@x^@@hwo@ 2.@oM@ aMB~y@ +@e_$@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>? QrF?ԏ="@?$ȟ@D<'@exH +ZAr,_@&qF?$ȟ@@@8X@54θU@7 +C$@4[u@1  +?ffffffF?ffffff@Y?zSHF?zSH@@Fm'Q@;z/AdY@ D6ͼF@O"@@ 1ĺ^@ygâ@ tk@c+&p@A @E N@keA}?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c? QrF? Qr@@ Ek%W@ >vAj@HڔF@ "@@¼x@Sa@T'@q p@Ec@E=2.@D YAS@!lQ8OF?鷿@Y@@-bz@/J %@/7`S@/1(]@0>T @Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@FR@GE#y A9Au@ XIF@y3@@ [XC@ JDS@ bx_r?@ vZu@8/KF?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@E&%V&N@FldAY2ː @ ե/F?ᰉ@Y@@-* +@0l:@/7@05@0Z?ffffffF?ffffff@Y@E(@W{@E,AF@6OA)@F?,q @@p.r@hn@F@QyM@o, +&5@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ?0̼,F?0̼,@?ffffffF?|O"@Y@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c@#E9|y @ւZyAX?Bl@ " F? +gb@Y@@."(@0?G@0*Y@0YPsv@02B@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@E9*æ_@b0AZ@ +.T?y+@Y@@,=ı@/@.,{@/Mk9@/ҋ/]@E( +&`@FSAOe#@!lF?S@Y@@.iMHH@0lm]@0JxBh@0#48@0ɽ@E&&_@#.pAYIX@ ?3F?~+U @Y@@-Ԋ}-@/L8L$@/  +@0}n@0Wv_@ LYt[F@l =@Y@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@E/X@ڝQ{@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@E(CH @Y0AO(ſ9@!~F? g@Y@@.l]߃|7@0H@0LWV;@0W8Il@0Jij?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c@E N@keA}F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@E_Ģ@L?'A +~bG@T?\@@]My@!(#\D@ >T@!iF6;M@! ui?$ȟ@F?$ȟ@@@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@E,4rCX@I}AY@ c`F?"@Y@@-~=M@/[8@/s73@/:@09=ڐ@E-[,@O1CaAZIsƑ@ cF? (@Y@@-nĒc}@/9@/c#[@/\HO@01Т@1;.F@,Wӄv@Y@ffffffE.s]@ @jViAYB3[l@:-F@@@s[@oA6@5l3@'z@ +e@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z? QrF?3@@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@E1OAJ0J@tSAZ큼/@ J?F?zNz@Y@@-"D @/mH@/\7@/m@0P31@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q@E N@keA}?ffffffF?)Es@@Fm'Q@;z/AdY@ D6ͼF@O"@@ 1ĺ^@ygâ@ tk@c+&p@A @ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@E+¿Z@ĀPޯAuO~ +@}X,7F@>(@@r ǚ@Y}@`UiW@1zE@{@FR@GE#y A9Au@ XIF@y3@@ [XC@ JDS@ bx_r?@ vZu@8/KF?zSHF?zSH@@E7@= +A[vRdu@ HbT?BB@Y@@,"C@/ +ݠ@.[!aL*@/G?B[@/ >@E(q;P7.@ً!lAYc&{@ lʫF?i4.۶@Y@@-4T;@/'^ڄ@/xZ@0mD+@0Mڞ@;:hF@;:h@Y@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{?zSHF?zSH@?0̼,F?xC@@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@E=@a tAQncD@cgF@ 2/Y@@@N7@@:w@n0W@N ~@1;.F@ ghI@Y@EۅCi^@5AvQE@p\T?eڹ@@ =HQZ@w@uIgA@2q@ &7-p@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@E/HmY@# +AR)6^@!>sF?tqq@Y@@-A 2@03F7@/ u|@0Sd@@0;@E~=@#5jAz@v F?=[!@@QK@<@GT@Y`Pc@Ax@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ EQXvËX@O#AW!-/he@!c,F?#x@@+!M@.lL@-ʽ@.;B@/.8]@~uU@T@s&@飝Qw@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ffffffFeI@jAҶ'A^@ W=DBvF@d#π@@ X:D"@ _@ L?@ jJ0@ l@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@F[@OLAG5N@ ,PF@ڤ+@@ +E@?dar@ oi@xU=: @3 @ '76F@ '76@Y?F?@@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@E.%-$@p\AYFO @ O2F?Zx@Y@@-fò@/?@/cv:~@/m%N{@0649 @FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@8@5C@7FS@4uUs@1е@ElŰS@*OA~Ƭ@Z \\T?;'j@@@?ʲ@2@b!{@Q=3@kN\@E @u%QAͬ0@?W>T?Ms@@?@^X@ldr@&tm3@A=S@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@8@5C@7FS@4uUs@1е@Ee@KAscNo@ʝnF@ v5C@@eڷ=@d.M@y +@#,@״Z5@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{?ffffffD<'@exH +ZAr,_@xHF?2yf#@@80` "j@5LJ8d@7@4`*@1&@ E{}gD@[@Aܣc@:)~F@+@@ác@/=@f}@:=c:@ 6^}@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@E"O݂@שs.AYM'@ 4F?F4A@Y@@.&r,&@0(bdN@/׉P@0+udNN@0d^.@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z?ffffffF?ffffff@Y@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@E)$@ŒAYZ\@ dF?wN&Ԁ@Y@@-h-@/b q@/{@0 +Y@0G;@E(|V=@ص||A[5h@ FwkF?鐁>@Y@@-R{@/Yu@/~<^@/EDH@052@E5@*e)@ DA[ɱ@ E(T?6C-@Y@@,ɯY+@/$48v@.̦l@/ay\\@/GA@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@E+uI@t}CMAG=W@"sBF?v @Y@@/_K@0@0@1 <@1S<*0@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ '76F@(\(@Y@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED?$ȟ@F?$ȟ@@@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@E/@#ޢ@)'KARr|.@!PmF?;Oag@Y@@-@04kP@/6"@0T9 @0eM@F5m @h <@Ai@ KfkF@,@@ +3±@ @ )gE.@!@n@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@E;'@IZGA/JaQ@1]T?߹8R@@Fa@u{@wEh@Zff@ :;@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@Fm'Q@;z/AdY@ D6ͼF@O"@@ 1ĺ^@ygâ@ tk@c+&p@A @E%3N@ +؍AX>I,@  +F?z@d@Y@@-O@0 +^~ =@/ֵ69@0&ǓL@0b /h@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@ E{}gD@[@Aܣc@:)~F@+@@ác@/=@f}@:=c:@ 6^}@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@;:hF@ ;o @Y@E)x'OR@ d$A[7A`@ u6F?鱅H@Y@@-B+@/eC@/sMR)@/S;@02x@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@ '76F@"t[o@Y@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@Ecw5@Uk=A]r6@ lt@T?M@@*Bha@-fBN@,v@-`sDž,@- +C@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@Ee@KAscNo@ʝnF@ v5C@@eڷ=@d.M@y +@#,@״Z5@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx?ffffffF?ffffff@Y@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED? QrD<'@exH +ZAr,_@eE~F?z(} @@7Yq@5@6ֱƅ@4qt.@1Wk@Eʯ5C@ïkNMQATMr)@*MRF@@@Wk@B@Fg@ݤB@ߴ ?ffffffE=@a tAQncD@cgF@ 2/Y@@@N7@@:w@n0W@N ~@FR@GE#y A9Au@ XIF@y3@@ [XC@ JDS@ bx_r?@ vZu@8/KF?0̼,F?0̼,@@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ? QrF? Qr@@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,?ffffffE%1@Cc6ACg@jF@ hH@@[rDE@T@N5Ԇ@"%H@H]@;:hF@;:h@Y@Fm'Q@;z/AdY@ D6ͼF@O"@@ 1ĺ^@ygâ@ tk@c+&p@A @EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ E!{@M@ AZAZas'@ m?l~F?*1{@Y@@./] @0 >@/O@ A@0'z\~@0`>H?ffffffE&@lpqA-J@XF@ ƼS;@@A1@!@@q,@W@rd@ EQXvËX@O#AW!-/he@!c,F?#x@@+!M@.lL@-ʽ@.;B@/@E0 4@Y{5AY`9@Wp@ x,F?<`@Y@@-Rb@/JAO@/Q'@/-*@0/%gSR?ffffffE<(@Oh0A޻a ho@ F@ 0 )@@ +Ҁ*@ @2HX(@71@9+1?$ȟ@F?Ni^M@@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx?333333F@▩AtY@R +F@Xf:@@ nO@;^o@ ۭ/@4%F@L@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ffffffEZj(Ua@ƚI$AݖȧDs@nF@ $tS@@G4a@h0@@*@1e]@wG mĩ@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@Eq0@A|z?0@ +a͖F@+%@@Pg˅f@Wk@j$@W#Y@3v@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,?ffffffF?A@@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@E&+yljQ@U|AXrp@ MHF?:}OC@Y@@-۳@0 +YO@/p +ڳ@0'`@0cDm? QrF?D@@E(ig{@JDmAOZ*V2@!%F? :@Y@@.iV@0Љ@0JJ|@05@0kH:@E#ׂ@\c*TAX @ KF?2W@Y@@. +M;@0iR@/W@0/-j@0j-9 +'@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@E$e-@;N!AYTtʻ@ EAF?˧2P]@Y@@-4@0AF@ Ev @@2Y@Vp@di_K@tT.]@ƞպ?ffffffF?ffffff@Y@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@E >w@⯋.AK@J-]T?k;<@@}jH@ A&@Ϣ@ \=@!RT ?0̼,F?c0~M @@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@E)ĩ''@_AYKӘ`z|@ ^F?`V.@Y@@-3S@/w8@/_ηw@0 +J:w@0Ixk.|@E$FBJ@".AY!@ @Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@8@5C@7FS@4uUs@1е?앿ExD<'@exH +ZAr,_@Kb_F?0@@8]t@5 >@7$`ҳ@4h[.@1[sJ;@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{?0̼,D<'@exH +ZAr,_@dF?0̼,@@7Β@5;Z@6s$@4k+³2@1#2@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8?ffffffF@zyl@@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ EQX:@䧁LAW!}4@!n/F?`:@@+¡@.l5@-ʲK@.<@/~2U@i@Y}aWq@ED@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@E(j@X )+AO-,@!'= F?y@Y@@.l'!@0iP0@0L-c@0&Qh@0{?k"ɁF?k"Ɂ@@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@ F +W31S@ A3^q]@ {A={F@x^@@hwo@ 2.@oM@ aMB~y@ +@e_$?0̼,F?0̼,@?k"ɁD<'@exH +ZAr,_@Z.]ϥF?k"Ɂ@@7ė@5G1@6_@4d7@1Eޘ@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED?zSHF?zSH@@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@ffffffE\K%@͒Ay(@ P@*F@0+@jU@@ қ V@!G@0e}@1@Xl{@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@E5 @q$<A[tPP$@ cOT? +/@Y@@,DD@/"j}@.ǃ7@/_Q"@/!UD@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR?ffffffF?ffffff@Y@E4( +L@ߞ2N=AU:;~+@!D&F?{5*@Y@@-AL@/Ίӫ@/dw6fk@0@0J=@E"N[<@Yu<AXPP@ qF?41@Y@@.Z/@0b|@0y@F@09RQ@0sě@EA= +@pcxKAWNW'$@! &1۳F?c @@,+u@.Ʈ@.LOё@/$#A'@/p_C@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@ Ek%W@ >vAj@HڔF@ "@@¼x@Sa@T'@q p@Ec@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{?333333F@▩AtY@R +F@Xf:@@ nO@;^o@ ۭ/@4%F@L@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@F,H @ZF5lDA@x| WT?>pu@@ +A>O@qQ@z"0@9)_@NY@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@E' )@CZAZ21@ ,h~2U@i@Y}aWq@ED@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z?F?@?=]UF?=]U@@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx?zSHF?zSH@@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ@E$-Q'b@VAW$@ڿT?hۋq@@@ ~2U@i@Y}aWq@ED?{[>F?{[>@@ENF@ 7-Amfx1@lGRaF?fI=@@QP@Ryn@,`"@@_M@@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p@EYc;(@0Q|A^&ה@ [߰T?٩T@@*yIG@-][v3@,@蒜@-Rc@.,Gr=@ '76F@V)@@Y@E(zP@gק={kAY@ žo[&F?s@Y@@-_@/P\.&p@/] } @0 +\pq@0G3 +{^ ? QrF?q@?D<'@exH +ZAr,_@'F?@@7Z"<@5S&O@61@4]o}n@1b$u@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>?ffffffE%1@Cc6ACg@jF@ hH@@[rDE@T@N5Ԇ@"%H@H]@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z?0̼,F?0̼,@@E+`l@sI +AGZA@"Uk~F?E@Y@@/3 +Xz@0gp@0,@1 s?@1S+,k@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{?zSHF?zSH@@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@E=+7@XȼAS[@!nF?=@Y@@-wK2W'@/H@/9X'ȍ@/ۓWn@0?w@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{?Ei9tD@s|'HA!@hHAF@3PH@@ῗx^@@cU4@7@@+Ŏ@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z?zSHD<'@exH +ZAr,_@&&F?zSH@@7-@5&2U@6Ѐ|3@4yɫ@1 sCFy@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>?k"ɁF?k"Ɂ@@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@ '76F@ '76@Y?zSHF?zSH@?$ȟ@F?$ȟ@@@E.+$d@G!9vEAT2@!f\q-F?xB0@Y@@-5@0D?@/I] @0:@E! kN@AXKQ@ ÄuF?v_ح@Y@@.C }0@0,"@0{@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@ LYt[F@:.vAj@HڔF@ "@@¼x@Sa@T'@q p@Ec@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ffffffE󉶬C@b rA3g<@ׂF@ R,R@@`=o@յ)@㧐@"̣ T@q= Xx@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@E8x@AZ! @ ظT?fA@Y@@,B@/M8O@.nՎy@/\3ܪ@/'0@F/3r@vkjA?@:+E=F@Fs@?!<@9I`@@Gok@G-@ [D?0̼,F?0̼,@@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,?񙙙E<@R]Ap7hy])@ TOF?ffffff@@^N-@z@9i@th_@>] N@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@E(On@N2)\AOMD@!xR̪F??>@Y@@.j}'@0E"SH@0K2au@0@0N^U@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@EQNb@7ݕfAVA,"x@!'G|F?MUh@@+Ju^@.q@-"@.ʔy@/W3Y@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx?ffffffF?ffffff@Y?0̼,F?0̼,@@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@E +5-}@yi=AF>@ة*T?JL_@@ w<@ bdx@~9@2A\@ ^@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>?0̼,F?0̼,@@E/߈!!@ 8ρAR0 5ʪ@!}>F?B@Y@@-EEw@03ljzF@/n@0Sf/{@0 ? QrD<'@exH +ZAr,_@jI!F?{ 2@@7X5@5+ +@6ݫ$@4p{@1>W? QrF?鲶@@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@E-7*4@AT;EYc@!aXQ@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q?=]UF?=]U@@ffffffE󉶬C@b rA3g<@ׂF@ R,R@@`=o@յ)@㧐@"̣ T@q= Xx@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@EA)Q(@Wʼ~2U@i@Y}aWq@ED@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@Fy R@.+shAOm +@ I rF@o'=\@@ #p@fd2@ ."@ @3@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ?ffffffF?ffffff@Y@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@Ec@}AAf{@;rXT?ꤨTɆ@@{]k@H*C@ <@{~@c{o@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@FR@GE#y A9Au@ XIF@y3@@ [XC@ JDS@ bx_r?@ vZu@8/KF@E+l*@scu AG!V@"Z;EBF?P%@Y@@/9/K@0Uf@0ߺD@1 w +a@1Sf@;:hF@;:h@Y?ffffffF?ffffff@Y@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ E3 +@4 LAVjz*@!F?Zx@Y@@-6 @//T@/OKG@/1ل@0;گ@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>?=]UD<'@exH +ZAr,_@ȟF?4g&@@7s +{mX@5 +Ki@6 @4}Yum@1"'$g@ E{}gD@[@Aܣc@:)~F@+@@ác@/=@f}@:=c:@ 6^}@E68Tч@N9C6 AZ\PY`@ qܣGT?ꥹb@Y@@,!]@/.^J@.Ue@/k$(-@/ @ E{}gD@[@Aܣc@:)~F@+@@ác@/=@f}@:=c:@ 6^}?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c@ E" :@weAZJl Ld@ iF?ffffff@Y@@.zW[@0 rǀ?a@/ސ@0$=J@0]g]/@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ?zSHF?I;@?ffffffE%1@Cc6ACg@jF@ hH@@[rDE@T@N5Ԇ@"%H@H]@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@E6Oyڟ@!ɞ?O*AZn\@ d=`T?d2m@Y@@,ǼW@/*6o@.$S@/g~KF@/ҳ?=]UD<'@exH +ZAr,_@)F?=]U@@7p>H'@5_/ +@6hDZr@4}p@1"7`o@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>?ffffffF?Z@@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@EA6@6#A TK.@F?A c +@@@E*b'@٪⸈AY*i@ ѲJF?a@O@Y@@-n@/*Kp֭@/Ϣ@@01ɓ@0?E ?0̼,D<'@exH +ZAr,_@1m.F?8f@@7ʖ7s{L@5Ȧ!J@6_i@4f@1;'@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ LYt[F@7WOr.@Y@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@ F zqjDk@ 7RyA򔕺u@ +ͳ{F@fs@@/@Wf +@k @$:'-@ "|)y@ EQXvËX@O#AW!-/he@!c,F?#x@@+!M@.lL@-ʽ@.;B@/i.@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED?$ȟ@F?ۤ~@?ffffffF?ffffff@Y?k"ɁD<'@exH +ZAr,_@\SF?鏜E@@7ֵ]j@5AGG@68@d@4d Qwy@1x% _f?zSHD<'@exH +ZAr,_@0|1F?@@7@5WH!-@6E@4x@1 Nڶ@Ei9tD@s|'HA!@hHAF@3PH@@ῗx^@@cU4@7@@+Ŏ@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@E%1@Cc6ACg@jF@ hH@@[rDE@T@N5Ԇ@"%H@H]?zSHD<'@exH +ZAr,_@/ #F?s;@@7 @5DM@6ˢp{0@4y Q@1 ( Q? QrF? Qr@@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@E913 @CY?A\ !T@  T? /^ @Y@@,~@.3@.ep@/)@/Duk@E9@ǤOAmZx@ +$UF@>$t@@x@R3@(t=@>FR@hg@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{?k"ɁF?x*~Xs@?$ȟ@F?$ȟ@@?$ȟ@D<'@exH +ZAr,_@&qF?$ȟ@@@8X@54θU@7 +C$@4[u@1  +@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z?ffffffF?ffffff@Y?E<(@Oh0A޻a ho@ F@ 0 )@@ +Ҁ*@ @2HX(@71@9+1@ffffffEC_/@#SA⚜*W@(xFF@ $ p@@Xݤ@f@1 P@? X@r @ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@EiK@eoADGh @F?+ʫ]@@>@{cV}]@FYT@,+@X[?zSHF?ΰқ@@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>? QrF? Qr@@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@E.q@fVʆ]AZ@ YN*F?Sy3@Y@@-Xr9i@/A q@/L8@/+ @0'_8ț@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@FcJ7'@pL@6B#b?[DF?RCQ@@iJ^@ C^@cH@x``@)@E+fƂ@w>AF6b@"ڃF?Cd@Y@@/$9m@0q@0\7.@1 n>@1TEj@E4%?z@ܢ_^AZM*B@ T? ~@Y@@,Xm@/IzOw@.*\+@/@0'@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@E ^}@MgfAXck@ H`F?<64@Y@@.H–@0(Ю_4@0]A@0C(@0|c @<JwF@3پLI@Y?0̼,F?輔"@@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@E.&@OX AZg n@ #KF?E84֡@Y@@-Z嶺+@/Ete@/N* >@/]@0'ҁF7@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{?0̼,F?Q;[@@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ?ffffffD<'@exH +ZAr,_@Jw\F?h& ,@@87@5 @7F"K@4a)O@14Ϝ@ F +Ӷ @Ɖ6VAa]j@ {5MF@q!@@o8@ ~@Nd@ n'@ +N=?zSHD<'@exH +ZAr,_@&&F?zSH@@7-@5&2U@6Ѐ|3@4yɫ@1 sCFy@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@ERXW@p4??ATQ@!Y%F?y(@@+V~y@.ﮍe@.z@/&eV@/d^9@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx?D<'@exH +ZAr,_@'F?@@7Z"<@5S&O@61@4]o}n@1b$u?ffffffF?ffffff@Y@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@E-- @ڋ1AYߖH@ $eF?JM@Y@@-lw@/-h/@/cln@/?T6@03Tqb@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@ E? QrF? Qr@@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c@Fy R@.+shAOm +@ I rF@o'=\@@ #p@fd2@ ."@ @3@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@ F zqjDk@ 7RyA򔕺u@ +ͳ{F@fs@@/@Wf +@k @$:'-@ "|)y@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@EBe\@*5DMA0M",@gKSF@ck@@ d&$@YȒP@r(~f@wbX3`@u7@ffffffE\K%@͒Ay(@ P@*F@0+@jU@@ қ V@!G@0e}@1@Xl{?ffffffF?h@@ffffffFeI@jAҶ'A^@ W=DBvF@d#π@@ X:D"@ _@ L?@ jJ0@ l@E4Sk<@ߣX#AU5zȚ)@!EL1T?*0@Y@@-ACß@/$@/d^@@0(k@0Jwn?ffffffF?ffffff@Y@E+x@sz9AGC@"^ݖF?ZIf@Y@@/?&S@0𠟰>@0a@1 z[ +D/@1Sas8@E+}-@y4t*s|AFR@"dʋPF?J@Y@@/2g@0X@0o@1Hw3@1Tɍ@E.s@A@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p@ EWjȪ@Lc%AWRxsZa@! +Ǜ1F?np&@@+[.&{[@.5)8[`@-l(@.yL]@/'oJ+?zSHF?E}@@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@EO@ AR-@ZTT?\=x@@@(@&s@}\@ '@ ,w8@ FE@<A:eVq@+)6XF@2X@@u@Hl@ eȋ-@t@O@W@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z?zSHF?zSH@@E(s14@G\%D6AOc3@!8F?_@Y@@.ia$<@0zH1b@0JIя6@01xE@0]@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@F6 +F@;}A=}O(@ hQ F@27@@ 񠩏a@AQI@ u䤃@xӽ@_@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@FR@GE#y A9Au@ XIF@y3@@ [XC@ JDS@ bx_r?@ vZu@8/KF@E4Ac@@ߐAUI֎Z@!C!m!T? >lLY@Y@@-@d@/9~2U@i@Y}aWq@ED@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>? QrF? Qr@@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@8@5C@7FS@4uUs@1е?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c@E4eO@HB!A\U@ ~kT?Q@Y@@,@/"[@.<׀D@/_; r@/aK@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{?D<'@exH +ZAr,_@'F?@@7Z"<@5S&O@61@4]o}n@1b$u?$ȟ@D<'@exH +ZAr,_@&qF?$ȟ@@@8X@54θU@7 +C$@4[u@1  +@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@E(CH @Y0AO(ſ9@!~F? g@Y@@.l]߃|7@0H@0LWV;@0W8Il@0Jij@E*cR@F OAɓk@F"pT?(@@G{@ľ,@u@'@b;,@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ EQX:@䧁LAW!}4@!n/F?`:@@+¡@.l5@-ʲK@.<@/~2U@i@Y}aWq@ED@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p? QrF? Qr@@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw?=]UF?Aޖ@@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@Fm'Q@;z/AdY@ D6ͼF@O"@@ 1ĺ^@ygâ@ tk@c+&p@A @ E3 +@4 LAVjz*@!F?Zx@Y@@-6 @//T@/OKG@/1ل@0;گ?ffffffF?ffffff@Y@Fm'Q@;z/AdY@ D6ͼF@O"@@ 1ĺ^@ygâ@ tk@c+&p@A @ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ E"#w@[؛!AZy@ F?޽@Y@@-9@095Ӵ@/ҏP @06Y@0Vn@p?k"ɁF?k"Ɂ@@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@ F +W31S@ A3^q]@ {A={F@x^@@hwo@ 2.@oM@ aMB~y@ +@e_$@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@E3VR^&@߅-4{eAUSqW@!Aqx7F?DUG@Y@@-@R\@/C'@/b36M;@0Kt@0Izj@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@;:hF@'Ai +@Y@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@E4 и%@ߛlNj@.AU={@!Db9܇F?"@Y@@-A W @/:"@/c-@0 +>@0J: @ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ?ffffffF?ffffff@Y@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>?0̼,F?|@@E=@a tAQncD@cgF@ 2/Y@@@N7@@:w@n0W@N ~@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ?333333E<@R]Ap7hy])@ TOF?ffffff@@^N-@z@9i@th_@>] N@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ?zSHF?~tz%` @@ EQXvËX@O#AW!-/he@!c,F?#x@@+!M@.lL@-ʽ@.;B@/@EHdZ @fFTApO@^ clT?Oag#$@@vQ@Z@J&\Ӂ@V@ yxf3?zSHD<'@exH +ZAr,_@&&F?zSH@@7-@5&2U@6Ѐ|3@4yɫ@1 sCFy?0̼,F?9 +@@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@1;.F@#PG( @Y@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@8@5C@7FS@4uUs@1е@E섩F=@>b{A@Vُ~T?ȟ@@@\Ty@F27@X/@r@ > @1;.F@,@Y@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@E0I{/@t#5AY^Dt9L@ JF?6&-@Y@@-L3Ž@/4@/Lrl@/f=c @0-E51@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ F +W31S@ A3^q]@ {A={F@x^@@hwo@ 2.@oM@ aMB~y@ +@e_$@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@E4SW&C/@ܐۦAZ.ek"@ yT?@@Y@@,t @/Q4k@.і!@/vI@0dc@E4n@ߜVfeAU<#X@!D|(ǥF?;'j@Y@@-A+%8-@/O@/c`Q)@0Wل@0Jԏ@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@E4pL6@Y'BAYy"@ mh$T?Fd@Y@@,,@/W-k@.@/:/@0 Sﺜ@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@8@5C@7FS@4uUs@1е@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@E4 и%@ߛlNj@.AU={@!Db9܇F?"@Y@@-A W @/:"@/c-@0 +>@0J: @E2 !:8@{AJ-d{@"F{6JT?OX7@Y@@.qF @0aP@0^pu@0tۍ8`@1gӚ?E<@R]Ap7hy])@ TOF?ffffff@@^N-@z@9i@th_@>] N@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@E(&@DxFAOllC@!e F?$_Z@Y@@.hl!a@0$Z@0J:@0@0RΒ@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@E"*¨@⮎1;Aϟ#u@JO'T?iv@@dRp@@f@p=#@ E.T@ '76F@78- q@Y@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx?E<(@Oh0A޻a ho@ F@ 0 )@@ +Ҁ*@ @2HX(@71@9+1@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p?ffffffF@Ezxl"h@@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx?ffffffF?ffffff@Y@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@F6 +F@;}A=}O(@ hQ F@27@@ 񠩏a@AQI@ u䤃@xӽ@_@E)@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,?$ȟ@D<'@exH +ZAr,_@&qF?$ȟ@@@8X@54θU@7 +C$@4[u@1  +@ Ek%W@ >vAj@HڔF@ "@@¼x@Sa@T'@q p@Ec?0̼,F?8;{Q_@?333333E<(@Oh0A޻a ho@ F@ 0 )@@ +Ҁ*@ @2HX(@71@9+1@E2o{<@ZAVb @!P\F?m3 A!@Y@@-5g1tg@/&Ѣ\@/MG@/M!i@09˜@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,?zSHF?⦯ł@@;:hF@1٘*@Y?zSHF?zSH@@E{z1@˲ȒWA쯞ut@@ }YWF?D"@@_@vۣ +@ګ@%O@@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ E U +@Ǣ]Af@|Ig= F@{ײ@@ O@c@U9W'Q@ߊ6@/'-@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx?0̼,F?^I@@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@ EQXvËX@O#AW!-/he@!c,F?#x@@+!M@.lL@-ʽ@.;B@/@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ@ E{}gD@[@Aܣc@:)~F@+@@ác@/=@f}@:=c:@ 6^}@Eoy@n6A갖K @ вœF@Eݗ@@D=@c{@vO@S7L@4u}5+@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@ '76F@$?g@Y@ EQXvËX@O#AW!-/he@!c,F?#x@@+!M@.lL@-ʽ@.;B@/ G@}F6@Ͳ@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q?zSHD<'@exH +ZAr,_@&&F?zSH@@7-@5&2U@6Ѐ|3@4yɫ@1 sCFy@E%}c3w,@I /AY-b@ oF?xW)@Y@@-x~@0|/f@/Ћ@0"g"@0^ ړ%?$ȟ@F?$ȟ@@@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw? QrD<'@exH +ZAr,_@<^ F?@G@@7|W9@5Ȏ/@6i@4f9i7q@1+^@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@ E}DMr@7o2Aޱ@Ġ9F@u%F@@ U@VΏ@vљ@9:K@TQ@ '76F@673@Y@;:hF@;:h@Y@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z?ffffffF?ffffff@Y@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@E8U3@ #DAZc x@ ZT?;K@Y@@, V3@/]{@.{Kn@/Z @/ -J@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@ E{}gD@[@Aܣc@:)~F@+@@ác@/=@f}@:=c:@ 6^}@;:hF@;:h@Y@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,?zSHD<'@exH +ZAr,_@&F?|97Y@@7e@5a @6޹'&@4lB!oƦ@1Z`@E6MM@?AZyҠHp@ ߄QT?`V.@Y@@,Y@/21W$a@.Ӛ~4@/od@/)x @EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ?$ȟ@F?$ȟ@@@E,fӫ@֋WopAZ"f摏@ ~KiF?@c^J8@Y@@-uX2@/ +9@/d.A@/9@0/:)@E=@a tAQncD@cgF@ 2/Y@@@N7@@:w@n0W@N ~@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@E~:H@`əA +@mvT? +|Zq@@D@!?&@ {P@!Vާur@!"@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@<JwF@7G@Y@E+o\:@64AZ#ձ@ ]4F?}Vl@Y@@-v@/y@/r6|a@/N)?@07/\@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{?$ȟ@D<'@exH +ZAr,_@&qF?$ȟ@@@8X@54θU@7 +C$@4[u@1  +@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@F3HD*@A_ʄB3/"?F@(M@@!`t?Mۉ"@ sb[x?&SŜ}?Õ[@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ '76F@ '76@Y@ EQXvËX@O#AW!-/he@!c,F?#x@@+!M@.lL@-ʽ@.;B@/@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ EWVv;@L&AWRW~@! +˵MF?`V@@+[1_@.5,ڋe@-pWfCq@.yP @/*U~@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>?0̼,D<'@exH +ZAr,_@i{F?&mr@@77ff@5ǶWO@67@4`)C@1q2@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>? QrD<'@exH +ZAr,_@`}F?({J@@7Tw@5(LE@6&(@4rU%@10c@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx?ffffffF@'ե@Y@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ F +W31S@ A3^q]@ {A={F@x^@@hwo@ 2.@oM@ aMB~y@ +@e_$@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{?0̼,F?0̼,@@;:hF@.QX'@Y@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@E:#n|@o?0̼,F?[`x@@E-n@ُ.A[P1zH@ ScQF?p*@Y@@-Nafd@/1M@/9 1@/Pq@0y@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@F!5@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@E#V <@#s@0'>(@0b)@ E{}gD@[@Aܣc@:)~F@+@@ác@/=@f}@:=c:@ 6^}@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@E0z(YQ@N4t=AYw`@ όa)F?k}9@Y@@-Q7/(@/ːC@/O`!:4@/S:@0-@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@E*3@_5AG-aka (@"ժ:F?3@Y@@/Y`ת@0- +V@0Hdj@1 +Ϸ@1P&H@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@ E4'[@~r@AS +?t@!j3OF?ǙXd@Y@@-TC@/c/m@/~ob8@0Ğ"@0[KjSd@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@EY)p~@59A C@V.T?e+@@ })@@-qS@iv_@ >6F@ fʰ?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@8]V@5 0q@7$&Ȧ@4hZ 8@1[gc@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z?ffffffD<'@exH +ZAr,_@z_F?FI>@@80 @5ZzM@7;N]X@4`+@1졚@E([@IAO\hF@!xVF?ͳ|@Y@@.iyX5@0@0Jl܁@0r(q@0S  @E<[k@Q#Bg A8@It;T?b͊@@~e@ Lɐ'@]Ga@ vWK@!)UU@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw?0̼,F?0̼,@@;:hF@;:h@Y@E-%v@ڽ۬aAY@EA|@o0^AWPq?@! +,F?Ԫ"@@,+@.㬖};@.LC7@/$-@/U7q@ E~2U@i@Y}aWq@ED@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@E/`@\ƶ|A菬ݳ@R,T?ꠐ- @@Wؖ@F=@ k@/ +^@D/@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@;:hF@I'@Y@ '76F@15@Y@Eqw!@鞕9HA^,p9$ @ [(QT?L@@)QZ@,bE2@,7k`>@-%MV-@0Jo@00z@0$F@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@E4N@}@ߜ|+AU{@ E4'[@~r@AS +?t@!j3OF?ǙXd@Y@@-TC@/c/m@/~ob8@0Ğ"@0[KjSd?ffffffE<(@Oh0A޻a ho@ F@ 0 )@@ +Ҁ*@ @2HX(@71@9+1@ EWjȪ@Lc%AWRxsZa@! +Ǜ1F?np&@@+[.&{[@.5)8[`@-l(@.yL]@/'@/}YA@/g4Ll@/qa@057'@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z?zSHD<'@exH +ZAr,_@{F?؜yGz@@7 K @5Zӡ@6ӗD@4sTZ@1dq@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ E{}gD@[@Aܣc@:)~F@+@@ác@/=@f}@:=c:@ 6^}@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{? QrD<'@exH +ZAr,_@a F? Qr@@78@50Z. @6l<@4rM4fP@1fD@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ?k"ɁD<'@exH +ZAr,_@(lSF?D@@77@5ǿ|@6+z<@4`lV@1ȌV@E'#l3Z@N``AYHѷ@ xβ7F?ᛐ@Y@@-ŏa@/gk@/@0PQ@0Npu@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@E*0@ٌzХAZD~?@ rvF?ꈤ~@Y@@-7@/ûۂ+@/1懵@/[+^@0;A-J@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@EQNb@7ݕfAVA,"x@!'G|F?MUh@@+Ju^@.q@-"@.ʔy@/W3Y@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ffffffF2885@M>2Bw?F@#ρ@@cD<@D@2P3@]QG@eܩ`?jP@E@@pABK @҃4LT?J&@@qM@" +ysE@u @Qȓ@ _2@ EWjȪ@Lc%AWRxsZa@! +Ǜ1F?np&@@+[.&{[@.5)8[`@-l(@.yL]@/'~2U@i@Y}aWq@ED@FR@GE#y A9Au@ XIF@y3@@ [XC@ JDS@ bx_r?@ vZu@8/KF?$ȟ@F?5@@E6 +;i.@09sA@T@_킱T?`V@@ Gq@"1pz@"(q @"KN@#7}r@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@E8~[K.@AZE%̫@ Jy>nT?a@N@Y@@,6_(@/Aճ@.I#@/[b ]@/y +@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED?D<'@exH +ZAr,_@'F?@@7Z"<@5S&O@61@4]o}n@1b$u@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ?ffffffF@]1N@Y@FR@GE#y A9Au@ XIF@y3@@ [XC@ JDS@ bx_r?@ vZu@8/KF?zSHD<'@exH +ZAr,_@&&F?zSH@@7-@5&2U@6Ѐ|3@4yɫ@1 sCFy@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED? QrF? Qr@@E Y-@gJ A 1@H!yT?Ve@@pª@!z$@ ׬@!+@"I(?ffffffF@鷿@@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@Ee@KAscNo@ʝnF@ v5C@@eڷ=@d.M@y +@#,@״Z5@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>?ffffffF?ffffff@Y@E飚NO@⧟lA`p) +@]T?K۠&@@J]5:0 @Ӗ3@M[@Va莧@ 8`͸@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p?0̼,F?&>@@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@EI{8@hAJK)@V"T?L@@'@@%q@}9R@ (_@ +{}|?Ei9tD@s|'HA!@hHAF@3PH@@ῗx^@@cU4@7@@+Ŏ?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>?ffffffE&@lpqA-J@XF@ ƼS;@@A1@!@@q,@W@rd@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@;:hF@Ǝ*@Y@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@8]V@5 0q@7$&Ȧ@4hZ 8@1[gc?zSHF?zSH@@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@FR@GE#y A9Au@ XIF@y3@@ [XC@ JDS@ bx_r?@ vZu@8/KF@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ffffffE\K%@͒Ay(@ P@*F@0+@jU@@ қ V@!G@0e}@1@Xl{?=]UF?=]U@@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED? QrF?䉂@?0̼,D<'@exH +ZAr,_@dF?0̼,@@7Β@5;Z@6s$@4k+³2@1#2@E=2.@D YAS@!lQ8OF?鷿@Y@@-bz@/J %@/7`S@/1(]@0>T @EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@ EWVv;@L&AWRW~@! +˵MF?`V@@+[1_@.5,ڋe@-pWfCq@.yP @/*U~?$ȟ@D<'@exH +ZAr,_@(8 ŀF?2I@@8>@5@@7K[@4[@1U @Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ? QrF? Qr@@EAڰ@H@pCXAWO8K@! ,F?$5inY@@,+QkJ@.pX@.L1@/$S"@/k^}@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ@EA<`@q;Y/AWMg~2U@i@Y}aWq@ED?E<@R]Ap7hy])@ TOF?ffffff@@^N-@z@9i@th_@>] N@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@E @⇻/GA@WeT?阈a @@: x@(F@fY@D_zN@ /$@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@E7͚@q}IAZ vj@ ˰ѲT?Wh@Y@@,Y,Q@/p@.C@/Yk,@/\Ȏ@ E4'[@~r@AS +?t@!j3OF?ǙXd@Y@@-TC@/c/m@/~ob8@0Ğ"@0[KjSd@ffffffF2885@M>2Bw?F@#ρ@@cD<@D@2P3@]QG@eܩ`?jP@EGI@W@aUAXGmn@ !ųF?C,@@+=mX@.rTu'c@-_@.ȣ@/VN@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx?zSHF?zSH@?zSHF?zSH@@EOb @,ǹA^~c/D@ [bQ>T?QX'@@*GS@-0ÿf@-QE@-D @./@E%B;.@ئfתAYPށ`>@ t GLF?r ě@Y@@-pKtsY@0()@/xe@0#MbF@0^N?0̼,F?0̼,@@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@E +@ǒ{kvAK@?MF@ ]cA@@D +J@ɰ"@1l@@iq@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@E5fBތ(@ IAZ95|@ "6'T?@Y@@,ұ@/>s@.<@/{vW<@/%?Y@ E U +@Ǣ]Af@|Ig= F@{ײ@@ O@c@U9W'Q@ߊ6@/'-?0̼,D<'@exH +ZAr,_@JMrF?E1b@@7;o2@5ǽ-@6`~@4``t@1>@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@ F +W31S@ A3^q]@ {A={F@x^@@hwo@ 2.@oM@ aMB~y@ +@e_$@ LYt[F@8# @Y@Ee@KAscNo@ʝnF@ v5C@@eڷ=@d.M@y +@#,@״Z5@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q?F?@@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@E*d @|A[T,@ ÷1F?,=@Y@@-vu1@/L@/\"@/ַ܃@0'Bh? QrF? Qr@@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@8@5C@7FS@4uUs@1е?0̼,F?0̼,@@ '76F@ '76@Y@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p? QrD<'@exH +ZAr,_@a F? Qr@@78@50Z. @6l<@4rM4fP@1fD@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@Ee@KAscNo@ʝnF@ v5C@@eڷ=@d.M@y +@#,@״Z5@ErJa@FD<'@exH +ZAr,_@]#F?{[>@@7X\Z@5e40Y@6Cf5@4j@1"i@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@<JwF@<Jw@Y?ffffffF?Uj{@Y@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx?0̼,D<'@exH +ZAr,_@RJeF?tŤ_@@7ɦ@5Y[gz@6 +O@4d V<@1:]@E1Se5@ڡ A[@ +wSF??@Y@@-l*@/[ +&&@/ ^@/)@0 di0@ F zqjDk@ 7RyA򔕺u@ +ͳ{F@fs@@/@Wf +@k @$:'-@ "|)y@;:hF@{q@Y@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@E7Yu#@hEfA0e@hGyF?wFze@@]@ubEB@O]@ NĊ@ +†@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q? QrF?わ\(@@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8?zSHF?zSH@@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED?ffffffF?ffffff@Y@E<(@Oh0A޻a ho@ F@ 0 )@@ +Ҁ*@ @2HX(@71@9+1@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@E8x+@ZALIF@"%)F?Ov_خ@Y@@.HKS@0m @0,Z-<@0dC}@0\)@E9$h@ +7eAF+6@"nPg0F?ڐ@Y@@.ݺ@0@0|@0@10 +j@E){ @ֻٚAYW(@ KByF?)k@Y@@-D<-@/!dO@/$@0pzr@0D!2@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@Ee@KAscNo@ʝnF@ v5C@@eڷ=@d.M@y +@#,@״Z5@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx?=]UF?񎸕d@@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>?zSHF?zSH@@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ '76F@g'$18@Y@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@Ee@KAscNo@ʝnF@ v5C@@eڷ=@d.M@y +@#,@״Z5@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{?0̼,D<'@exH +ZAr,_@ +F?A@@7|w@5Yw@64@4iɿ@1Uw@ffffffEZj(Ua@ƚI$AݖȧDs@nF@ $tS@@G4a@h0@@*@1e]@wG mĩ@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ F zqjDk@ 7RyA򔕺u@ +ͳ{F@fs@@/@Wf +@k @$:'-@ "|)y@E @:樇A O6@d%WF?Y@x@@KlW@@c_@WU@\@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ?$ȟ@F?$ȟ@@@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q@E+}-@y4t*s|AFR@"dʋPF?J@Y@@/2g@0X@0o@1Hw3@1Tɍ@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8?zSHF?ގL^}c@@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@E* Q9@eBr!AHl@"i)F?_Zjj@Y@@._>@0;*ZB@0ӡ@0@E*y6@D !vAY:+@ 63QAF?뛥S@Y@@-%@/҆ˤ@/z@0J@0E @FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ EWVv;@L&AWRW~@! +˵MF?`V@@+[1_@.5,ڋe@-pWfCq@.yP @/*U~@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@ET+@(~LA濙a@t7^bT?0 )@@ &@.v{@a[@ rC@ p\h @EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@E/G@)6ˑARƂv5@!xhF?yh@Y@@-s@04aUs@/Iݯ@0SxR@0)<@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ ET@Qہ5A * @[ARIF@ եb@@f#%@v^?)@ZW@!U@+7@Ee@KAscNo@ʝnF@ v5C@@eڷ=@d.M@y +@#,@״Z5@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx?E+¿Z@ĀPޯAuO~ +@}X,7F@>(@@r ǚ@Y}@`UiW@1zE@{@E&hH@s\s9AZ/^@ #~F?D">@Y@@-aI!@/*e@/w%Z@0 +k ww@0E~@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q?{[>F?{[>@@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@ E U +@Ǣ]Af@|Ig= F@{ײ@@ O@c@U9W'Q@ߊ6@/'-?ffffffF?NYِ@@ EQXvËX@O#AW!-/he@!c,F?#x@@+!M@.lL@-ʽ@.;B@/F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED?zSHF?zSH@@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@E(v@B|2jAOsA%sE@!~$@F?0+@j@Y@@.h"4@0l @0Jj„@0@0y:9X@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@8@5C@7FS@4uUs@1е@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@Ee@KAscNo@ʝnF@ v5C@@eڷ=@d.M@y +@#,@״Z5@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p@E4*8@ܗydAZs+T@ =ST?Q@Y@@,$@/Eg}4@.!˵@/}[@0L40?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@;:hF@;:h@Y@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>?zSHF?zSH@@EQNb@7ݕfAVA,"x@!'G|F?MUh@@+Ju^@.q@-"@.ʔy@/W3Y@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ EWjȪ@Lc%AWRxsZa@! +Ǜ1F?np&@@+[.&{[@.5)8[`@-l(@.yL]@/'@E(υ @FODmAOek@!/1tF?wY@Y@@.iH@>@0h}:@0Juc*@0 P-@0x@E4Rz!@ߜ0WzzAU<'@!DwtF?&q@Y@@-A*6#6@/K@/cѼ@0@0Jm}7?=]UF?=]U@@<JwF@q/@Y@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ? QrD<'@exH +ZAr,_@a F? Qr@@78@50Z. @6l<@4rM4fP@1fD@ EWjȪ@Lc%AWRxsZa@! +Ǜ1F?np&@@+[.&{[@.5)8[`@-l(@.yL]@/'F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@<JwF@! @ '76F@ '76@Y@E+z(S@}jBAZ0@ dF?7T7@Y@@-֏I1@/H @/r& +@/l@06J[a3@FR@GE#y A9Au@ XIF@y3@@ [XC@ JDS@ bx_r?@ vZu@8/KF@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q@ EWjȪ@Lc%AWRxsZa@! +Ǜ1F?np&@@+[.&{[@.5)8[`@-l(@.yL]@/'~2U@i@Y}aWq@ED@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>?0̼,F?0̼,@@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED?{[>F?dC@@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@EAD:j'@oILAWP!8jC@! NDF?(@@,+)@.9E@.LNI\@/$!@/[@E48@ߞl;ԅAU:>=@!DsF?Wh@Y@@-AEJs@/~@/cMN@0o@0J6P@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@E){g5@%\AXMYfU@ uF?!5`@Y@@-It@/p@/@07@0QŔ)@E/PD\p@.AY_ }@ QjF?@Y@@-[cm@/S@/Y\&@/w@01N|@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p@ F +W31S@ A3^q]@ {A={F@x^@@hwo@ 2.@oM@ aMB~y@ +@e_$@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@E:l@d]EdfAZm1y5@ vFT?ꤽ +Ri@Y@@,Ld@/Qj(@.wʼn@/CX@/R +z@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx?0̼,D<'@exH +ZAr,_@mLJF?5\@@7fNjC@5IJ<@6l d@4j;yV{@1@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ F 79W @˷ss6As@}F@o.@@ o@)Q>@ [/1@E@q=Mn@ffffffE󉶬C@b rA3g<@ׂF@ R,R@@`=o@յ)@㧐@"̣ T@q= Xx?0̼,F?B^Ias@@E/):@'s'/AR"ٿ~@!"F?J@Y@@-ȉ×@0428L@/E-@0SD't@0qd@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@E8;P@ݭPSAZ_@ *4T?ڤ+@Y@@,c@/ nL$@.3Tt@/^(]5W@/u@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ F +Ӷ @Ɖ6VAa]j@ {5MF@q!@@o8@ ~@Nd@ n'@ +N=@E5c2y@TAZ"i!A@ 2dMfT?@4@Y@@,e7/D@/AvjWvy@..u9@/~Ϲ@0 μ…@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@8@5C@7FS@4uUs@1е?ffffffD<'@exH +ZAr,_@@bIuF?ϡ]9~@@8:&@5dh@7Si\@4bmI;(J@1kѩ?Ei9tD@s|'HA!@hHAF@3PH@@ῗx^@@cU4@7@@+Ŏ@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@8@5C@7FS@4uUs@1е?=]UF?!!@@Egʛ@UkAq:jh@֠F@@@j@4D@NȈq@:Z + @Hik;@F}[@ 1r&AڇVX@ #z9F?'=["@@9ba@X?9@X@O@$M@,(l!@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,?k"ɁF?k"Ɂ@@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@;:hF@;:h@Y@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@Ei9tD@s|'HA!@hHAF@3PH@@ῗx^@@cU4@7@@+Ŏ@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>?$ȟ@F?$ȟ@@@E,tsQ@!|wA\y0&@ w6F?cHj@Y@@-R @/{ɷC"S@/8f ~2U@i@Y}aWq@ED@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z?ffffffD<'@exH +ZAr,_@1L_iF?x$˟@@8>Rh9c@5@7#{?k@4c+;@1Ta?ffffffF?ffffff@Y@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@Es0#@n}?A@r3T?8Cl@@qm1 +@!q@ 3\ux@!yxK@"] @ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@8@5C@7FS@4uUs@1е? QrF? @@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,? QrD<'@exH +ZAr,_@a F? Qr@@78@50Z. @6l<@4rM4fP@1fD@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@E'3X@فΆ]AY-@ "&F?̷@Y@@- ]^@/ @/Cy@0Fwe#@0T¾|?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c@E4%e@ߝ$JYAU<(ة&@!DɋF?VWj@Y@@-A40@/^ť@/cH @0Zlg{@0J% ?0̼,F?캣\G@@E㏡rR@ƺ;AܰAOt@:8@F@ ;:h@@ި@ML};gx@HK@kNd>@FVv@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q@E*c,@o[ZAG F7l@"pF?\@Y@@/H38@0e0&@0_k@1 @1S2k@;:hF@;:h@Y@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>?ffffffD<'@exH +ZAr,_@?F?p6@@8=ุ "@5Ͳ +)@7l5@4c8@1S@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@E$:@AXV@ lykF?7ޓ@Y@@-jv@07XF@/M@0+Ys@0f[ ?$ȟ@F?$ȟ@@?0̼,F?0̼,@?$ȟ@D<'@exH +ZAr,_@kF? +^@@88@5A?-@7B,]@4b3͏MW@1O10@E/?#@(/AR P@!ZժF? D@Y@@-Ҷ@04RI:@/|Q=q@0Sk@0˕lb?k"ɁD<'@exH +ZAr,_@Z.]ϥF?k"Ɂ@@7ė@5G1@6_@4d7@1Eޘ?ffffffF?;ՙ@@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q@ E3 +@4 LAVjz*@!F?Zx@Y@@-6 @//T@/OKG@/1ل@0;گ@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z?k"ɁF?k"Ɂ@?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@EA .@pn:AWN@! (`NF?x?@@,+:@.b@.LyM@/$%'!@/qҽ@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@Eh h@TOA^&X*@ IA}T?lvJ@@* +`@,$Zz @,Ah@-,>r@-2\5?񙙙E<@R]Ap7hy])@ TOF?ffffff@@^N-@z@9i@th_@>] N@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z?F?@@E/6J@*6HAR!(@!4F?񶄋[-@Y@@-(Y@@04{Ň@/:D@0T|@0g,;@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,? QrF? Qr@@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@E(#k'D@4|AYiY|@ 7 WF?ݬ@Y@@-^@/߾R 7@/)E@0 ooRR@0Hj-N@Er'@KzAA]5v@ sT?進B @@]{[}@MN@);=Q@hc[w@ A6r!?ffffffF?C;`@@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED?0̼,F?0̼,@@FMLR@ƘqA&ϒ)@ 9w F@;Oag#@@ +k|@ Z>+@ 8"o@ -Cty@Së'Y@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@Ee@KAscNo@ʝnF@ v5C@@eڷ=@d.M@y +@#,@״Z5@E M[@񈷄0%A5 c@Vz]T?KHӮ@@}[@PP'@Nݼ@R z%@U?$ȟ@D<'@exH +ZAr,_@&qF?$ȟ@@@8X@54θU@7 +C$@4[u@1  +@E#@؁ZвVAXs@ <,F?+@Y@@.mn @0o=@/S@9@0/K%8G@0jjT@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED?0̼,D<'@exH +ZAr,_@q[F?6o'@@79U@5Hʍ@6'ۢ@4bd@1^@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@E,Nr6@ښ)FAYS\mDZ@ 5یhF??Ҟ@Y@@-~EiC@/F3@/vtI@/yغ@0=u@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>?ffffffF?ffffff@Y?E=@a tAQncD@cgF@ 2/Y@@@N7@@:w@n0W@N ~@E)r/@o:OAY+@$@ ֯l*F?CP@Y@@-gm@/琅@/蜷l@0 ҹZl@0J%{@E7Z@ww@/YyA@/݊'@EC6@B;PASB:5m@6wT?@\@@?l1@ e[@ +A@ n@!4Q7ר@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@ffffffEXq}v~@oA)}D@(F@ OQD@@9@o@| v@Wk@Y%OF@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>?zSHD<'@exH +ZAr,_@韺F?TJo@@7g#=@5Iv]9o@6QՊ@4s +p@1%./@@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>?ffffffF?ZWdj@@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@FR@GE#y A9Au@ XIF@y3@@ [XC@ JDS@ bx_r?@ vZu@8/KF@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>?$ȟ@D<'@exH +ZAr,_@&qF?$ȟ@@@8X@54θU@7 +C$@4[u@1  +@E'Hl@#+upAY@@ ˝gF?1 +R@Y@@-q@/6AՇ@/k&!@0a@0PY-K@E4'z@U pAZp@  T?t[ @Y@@,)W5@/Ml^@.Eu@/S @0؂M@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@E:yw@"]AZeQ~@ HM*hT?'RT`e@Y@@,*&@.7lz@.q[@/9/O@/4C@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@E6Q)@2v +AZ}AΖ^@ <]T?vj@Y@@,cp@/- ;~@.͟.Gw@/j@/VR@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@E+¿Z@ĀPޯAuO~ +@}X,7F@>(@@r ǚ@Y}@`UiW@1zE@{@F|Y(S@d$B3j>`?H%`SF?pEwUq@@\|@ @(0֡@:@Bl}e@;:hF@*T@Y@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{?ffffffE=@a tAQncD@cgF@ 2/Y@@@N7@@:w@n0W@N ~@<JwF@)/&@Y@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@1;.F@ =og2@Y@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ F x'@hšA!@ +dF@fL/{J@@~MT@J@@9@ " \@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@Fy R@.+shAOm +@ I rF@o'=\@@ #p@fd2@ ."@ @3?ffffffF?}c.@?zSHF?zSH@@E+`l@sI +AGZA@"Uk~F?E@Y@@/3 +Xz@0gp@0,@1 s?@1S+,k@E}J s@/rA4fed@HT?nF@ 2\=x@@m^m@'@To@֩(@b9j@ EWjȪ@Lc%AWRxsZa@! +Ǜ1F?np&@@+[.&{[@.5)8[`@-l(@.yL]@/'@ E@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@E2䇙x@x/IKA\] x@ }ԬއF?8Go*ZG@Y@@,)Th`[@/D<'@exH +ZAr,_@]#F?{[>@@7X\Z@5e40Y@6Cf5@4j@1"i@F J]@4B%?!o BF@3rT@@:- S@ 8@IT+@ -?胋s@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@ E}DMr@7o2Aޱ@Ġ9F@u%F@@ U@VΏ@vљ@9:K@TQ@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@Ee@KAscNo@ʝnF@ v5C@@eڷ=@d.M@y +@#,@״Z5@FR@GE#y A9Au@ XIF@y3@@ [XC@ JDS@ bx_r?@ vZu@8/KF@E3+L@~EcAY%H,@ [.T?d9@Y@@- Yu@/nw6@/0:C@/{#P @0G@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q@E#%UV-x@ؖ-uAXI=@ A{F?:@Y@@.EtG@07@/q# @05'Ӥ#@0pk?E<@R]Ap7hy])@ TOF?ffffff@@^N-@z@9i@th_@>] N@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ F +W31S@ A3^q]@ {A={F@x^@@hwo@ 2.@oM@ aMB~y@ +@e_$?D<'@exH +ZAr,_@'F?@@7Z"<@5S&O@61@4]o}n@1b$u?zSHF?ީ<@? QrF? Qr@?=]UF?=]U@@E{>@N HACࡅ:@Ư@T?vf@@ +1@!8iF@ s_@!xQc@"T +@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>?D<'@exH +ZAr,_@'F?@@7Z"<@5S&O@61@4]o}n@1b$u?$ȟ@D<'@exH +ZAr,_@&qF?$ȟ@@@8X@54θU@7 +C$@4[u@1  +@EȼO”$@o29A%@ 5T?x?@@kK҃{W@!6r@!M'fg@"i@";Gv?$ȟ@F?{ 4h@Y@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@E4 Y@߮AU*^@!F]\F? @Y@@-B@/׊~@/e&@0c!A@0JB@ EQXvËX@O#AW!-/he@!c,F?#x@@+!M@.lL@-ʽ@.;B@/H@!ð@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@E62=ɥZ@AZYb@ zeBT?,Q@Y@@,H@/$ +mϞ@.duL@/aZ'(+@/XNzK@E(7u@A )AOw䬺7X@!g_F? >l@Y@@.h\ I@0nT@0I@0t,T@0LL@E4@ߜFfAU@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ EWVv;@L&AWRW~@! +˵MF?`V@@+[1_@.5,ڋe@-pWfCq@.yP @/*U~@E+S@^χAY\@ (F?zd@Y@@-"@/>lW@/L%}@0:@0@{?@A@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@E|R@ KkA4݂@I0`sHT?E#M@@HBh@ Nػ}@cM |@ )h@!Z܈@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@ EQXvËX@O#AW!-/he@!c,F?#x@@+!M@.lL@-ʽ@.;B@/F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED?zSHD<'@exH +ZAr,_@)F?ux @@7Yj@5-P$@6Nf@4j]Y@1.H@EQr@╻A1}@^zT?L_@@Go@GA)H@&[@ʜ@ rO@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ LYt[F@q@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ F zqjDk@ 7RyA򔕺u@ +ͳ{F@fs@@/@Wf +@k @$:'-@ "|)y? QrF?d,@@ F zqjDk@ 7RyA򔕺u@ +ͳ{F@fs@@/@Wf +@k @$:'-@ "|)y? QrF? Qr@?ffffffF?n #^@Y@E*@~)@gZmAGg@"%F?;.]@Y@@/('w@02#<@0>W>@1 y@1Q ?333333Ei9tD@s|'HA!@hHAF@3PH@@ῗx^@@cU4@7@@+Ŏ@FR@GE#y A9Au@ XIF@y3@@ [XC@ JDS@ bx_r?@ vZu@8/KF?ffffffD<'@exH +ZAr,_@f,k:F?׭_@@83&L@5˘6@7/r@4a"Һ6&@1@E5g@٫^!AZ//@ N]T?ᆘ5@Y@@,k߹1@/Jn B@.%@/1@02@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@8]V@5 0q@7$&Ȧ@4hZ 8@1[gc@E2Ο\Q{@V˺A](4#@ i%]*F?{J#9@Y@@,O\6\@/!D@.ԦQ@/\Wع@/1>@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx?ffffffD<'@exH +ZAr,_@b#F?tK+w}@@88no@5?$@7vj@4b/덗@1MBy?ffffffF@x)Ie@Y@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@EA-u2@o?1AWPک@! + F?앿Ex@@,+> ?@.@.Lޚn@/$3&@/Q)b+@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>?0̼,D<'@exH +ZAr,_@I&F?{ӸyY@@72 @5n̽@6OT @4eVF@1"Oh@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,?zSHD<'@exH +ZAr,_@&&F?zSH@@7-@5&2U@6Ѐ|3@4yɫ@1 sCFy@E@ͤ{@oA^CU@ h8F?Ϫ͟@@1@ @a@h/I@ *@!E"|@AY0B0@ ɾ|F?d@Y@@. o@0D@/_@0,K@0f @E֔wE,@ܦ 8HA #@77F?RC@@u4ʮ@sbWobU@hi@ ,T@ľ@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8?0̼,F?0̼,@@E/V|w@'9Gd6AR#A֗@! +utF?|@Y@@-@04,-l@/;zW@0S%c@0j;@EH]4;@׭/AWPnq,D@! +,F?Ԫ"@@+=@.Xe@.5-m@.gn`@/l~}m@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@E5U]i[@ܕʆ|AZU!h@ NT?2W@Y@@,ӧkn@/7@l@.|ɛ@/tot@/͆H@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c? QrD<'@exH +ZAr,_@a F? Qr@@78@50Z. @6l<@4rM4fP@1fD?D<'@exH +ZAr,_@'F?@@7Z"<@5S&O@61@4]o}n@1b$u@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@E%$~#@ ZIAXZ@ ዜnF?9.@Y@@-@0 +)@/|3K@0'BF(@0cp:@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@#Ege@xMAXiq@ zYF?07@Y@@.h`SG@06tU@07i@0QMR@0p@ EWjȪ@Lc%AWRxsZa@! +Ǜ1F?np&@@+[.&{[@.5)8[`@-l(@.yL]@/'~2U@i@Y}aWq@ED@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@E5^s +@܇AZ7!e@ FwhT??gߏ@Y@@, w@/@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@Y2D<'@exH +ZAr,_@Z.F@Y2@@8vmP@5..@74۬an@4nJ6@1 ? QrF?e(QW@@ '76F@0'9@Y?$ȟ@F?$ȟ@@?ffffffF?ffffff@Y?0̼,F?vO@@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ@E!$o@FA"A@u0T?fI=@@S@?͇[@,@@ [s@ E0w- +@\APfV7@!7F?|Zqx@Y@@-侕@0NF@0 qT@0n} Z@0K p}-@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@E:zq|@56AZ)U@ KT?Y`@Y@@,ػO@.rJ@.Zh@/=aqy@/¯@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ E{}gD@[@Aܣc@:)~F@+@@ác@/=@f}@:=c:@ 6^}@E))S@hqF2AZ ;$ڮ@ GwF?27@Y@@-@/>c@/ۈ@0EeJ@0B.i@ '76F@!p@Y@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@ EQXvËX@O#AW!-/he@!c,F?#x@@+!M@.lL@-ʽ@.;B@/.8]@~uU@T@s&@飝Qw@F%/$@)';B*s8?}=F@?@@>"@_Nz@ 2KT?Njm?4`@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@8@5C@7FS@4uUs@1е?$ȟ@F?$ȟ@@@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c? QrF?jCj@@E( @WpXAO.c@!EF?hM@Y@@.lL @0cLx@0L(L + @0Ώ@0)p@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@E+/6@Re}AFCD2b@"7eR3F?ß`O@Y@@/%&n@0D3@0L}L@1+?@1X,D@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@E=@a tAQncD@cgF@ 2/Y@@@N7@@:w@n0W@N ~@ EWjȪ@Lc%AWRxsZa@! +Ǜ1F?np&@@+[.&{[@.5)8[`@-l(@.yL]@/'?$ȟ@D<'@exH +ZAr,_@&qF?$ȟ@@@8X@54θU@7 +C$@4[u@1  +@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@E;]1V@qt_S&AZr8@ ?0̼,D<'@exH +ZAr,_@dF?0̼,@@7Β@5;Z@6s$@4k+³2@1#2?k"ɁF?k"Ɂ@@E5_H8@$k$AZJ@ "RT?^ Fd@Y@@,0@/7|x@.w@/tP-@/6Z?ffffffF@zJHn@@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@E+`l@sI +AGZA@"Uk~F?E@Y@@/3 +Xz@0gp@0,@1 s?@1S+,k?zSHF?]b֎@?=]UF?=]U@?0̼,F?0̼,@@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>?Ei9tD@s|'HA!@hHAF@3PH@@ῗx^@@cU4@7@@+Ŏ@Ee@KAscNo@ʝnF@ v5C@@eڷ=@d.M@y +@#,@״Z5@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ?=]UD<'@exH +ZAr,_@)F?=]U@@7p>H'@5_/ +@6hDZr@4}p@1"7`o?=]UD<'@exH +ZAr,_@)F?=]U@@7p>H'@5_/ +@6hDZr@4}p@1"7`o@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@E1_" @v;^UA\oWp@ 3F?脵?@Y@@- ` H-@/I+@.ym@/mk@0TG@Ee@KAscNo@ʝnF@ v5C@@eڷ=@d.M@y +@#,@״Z5@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@E?q@ ZWAP{*@!|@XF?s4@@-:K@/V/@/M(@0no)@0^."F@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@ffffffEXq}v~@oA)}D@(F@ OQD@@9@o@| v@Wk@Y%OF@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@ F zqjDk@ 7RyA򔕺u@ +ͳ{F@fs@@/@Wf +@k @$:'-@ "|)y@EW;@hiA(>VM@ܥ¨T?f{_J@@ήZJp^@] |@#Y/Ϳ@"By@ }N7@EH]4;@׭/AWPnq,D@! +,F?Ԫ"@@+=@.Xe@.5-m@.gn`@/l~}m@E4N/@ߧ(AU1V;|J@!EfF?`V. +@Y@@-AsY@/Ud@/dě@0#@0J>@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ E2\x+@?)AHP(SL@"i.F?^ N@Y@@.F) @06 @0x;@0ٻSF@1 _F@EAB +@qE7 AWMS1P@! SG6F?0#̎@@,+@.K@.M;@/$BX@/4*1@E%o@lI߁AXԈN@ F?D@Y@@-b@0 +Ԫ@/?Yr@0'0Uw$q@0bdB@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@EE@{r:Aȧ M@x*接T?+@@r|@!hۘV@ DÂ?@!dB@"6@MN?ffffffF?QR@@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@E)=@SDMAL<@"&mdF?-w1@Y@@.8\@0?Q@0hH8@0'@1nC)?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@E(yݥ@KXAOV饖@!܆F?Q@Y@@.jڹ/%@0G{@0Jw@0@0䌞ï@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>?$ȟ@D<'@exH +ZAr,_@@W%F?V! @@8Fk@5,ζ[@7~@4]9;@1ѹL@ EQXvËX@O#AW!-/he@!c,F?#x@@+!M@.lL@-ʽ@.;B@/2Bw?F@#ρ@@cD<@D@2P3@]QG@eܩ`?jP@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@ E0w- +@\APfV7@!7F?|Zqx@Y@@-侕@0NF@0 qT@0n} Z@0K p}-@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@8@5C@7FS@4uUs@1е@E7>]@n1sAZ=9p<@ ۼ"T?ŗNe@Y@@,xP@/.K^#@.}ml@/lk7@/Oطh@E"J@׺ŹěAYE@ n9F?>BZ@Y@@. cQ@0 R24@/䌂sd@0(@0bRĀ@E3@EIAzPg@^T?/^ G@@nb@!"uA@ iʼnK@!c8N@@!M[6@!'%d@E+sy0@~AF{A$@"j$F? @Y@@/ w@0@0eb@1@1UdE.\@Eq @@|όA=,0`@ @6+9F@[f3]@@Iѫ@d@JW@g V@b?ffffffE<(@Oh0A޻a ho@ F@ 0 )@@ +Ҁ*@ @2HX(@71@9+1@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@8@5C@7FS@4uUs@1е@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q?ffffffF?ffffff@Y@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@ LYt[F@ߤ?@Y@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx? QrF? Qr@?k"ɁF?k"Ɂ@@FMLR@ƘqA&ϒ)@ 9w F@;Oag#@@ +k|@ Z>+@ 8"o@ -Cty@Së'Y@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@<JwF@;g.H@Y@EIOgIs@c6A^[s@ R*T?b@@+67X@-ol p@-Q0!@.#aD @.~?0̼,D<'@exH +ZAr,_@ߝdawF?<=.@@7@5Œ,@6n@4i-?f@1@E4 a@ߛ۟LAU=n +@!Dd]MF?ȟ@@Y@@-A!Ϯ@/@E$ܠzw @u AX5s@ [pF?3 V@Y@@-F_@0RÓ@/:2`@0-NQ@0iF=s@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@E-?ob@ڸ8AAYa~@ у0F?zcsl&@Y@@-uXE>@/YQ%@/n|J@/Z0t@09I?k"ɁF?k"Ɂ@@ EWjȪ@Lc%AWRxsZa@! +Ǜ1F?np&@@+[.&{[@.5)8[`@-l(@.yL]@/'{@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ F +Ӷ @Ɖ6VAa]j@ {5MF@q!@@o8@ ~@Nd@ n'@ +N=?ffffffF?ffffff@Y@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@E1 +F@˯rAK'@ ǃ56F?@@9R@љ@=!@CA@q3*?zSHF?Cp,ů@@Ee@KAscNo@ʝnF@ v5C@@eڷ=@d.M@y +@#,@״Z5@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@EmIn;N@w{nA@NT?Cc@@efq@!4DC@ @ʻ@!u|@"c\@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@Ee@KAscNo@ʝnF@ v5C@@eڷ=@d.M@y +@#,@״Z5@E$7@أe +梇AXQ_@ EI dF?>WS@Y@@.xd{@0%|#I@/ +k,@0.O@0iH@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ?ffffffF?ffffff@Y@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@ '76F@ '76@Y@ F zqjDk@ 7RyA򔕺u@ +ͳ{F@fs@@/@Wf +@k @$:'-@ "|)y@Y2D<'@exH +ZAr,_@[F@-TL@@8K&C]@55Qf@75*EI@4o +]uj@1F0@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ffffffF2885@M>2Bw?F@#ρ@@cD<@D@2P3@]QG@eܩ`?jP@F!5{@ E0w- +@\APfV7@!7F?|Zqx@Y@@-侕@0NF@0 qT@0n} Z@0K p}-@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@E6T=@/AZ",@ VT?S@Y@@,9*@/)S}@.ʺ) \@/f3h6@/V?ffffffF?ffffff@Y@ E w @ǖ<"AEOD@oF@ @@/l@_ Cv@N-@ ֻ@&?k"ɁD<'@exH +ZAr,_@Z.]ϥF?k"Ɂ@@7ė@5G1@6_@4d7@1Eޘ@EU7z@{ޯ'AT@\`¾{T?TɅoi@@oi@ SBQ@ѽGw@ Ft@!MW@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@E#ZDv@e`AY\7{@ <}F?릵 '@Y@@.}j!@0@/濃9V@0,@0g'7Th@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>?0̼,F?0̼,@@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>?333333Ei9tD@s|'HA!@hHAF@3PH@@ῗx^@@cU4@7@@+Ŏ@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@Eء@MA-2@Z&6qvT?A c +S@@C<ٜ @ >@E^@TH @nj&L@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>@ EjV_0k@\BW¨A5.8]@~uU@T@s&@飝Qw@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>? QrF? Qr@?F?@?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c?$ȟ@F?$ȟ@@@Ee@KAscNo@ʝnF@ v5C@@eڷ=@d.M@y +@#,@״Z5?D<'@exH +ZAr,_@'F?@@7Z"<@5S&O@61@4]o}n@1b$u@EA;@h!ؖsAW^@! yF?ݗ+j@@,*#@.Ⱬ2@.Lq@/#%Y@/O[3@ E{}gD@[@Aܣc@:)~F@+@@ác@/=@f}@:=c:@ 6^}@E<(@Oh0A޻a ho@ F@ 0 )@@ +Ҁ*@ @2HX(@71@9+1@EH:奈@GPAWP_< @! +OF?쪸[@@+ fH;@.vղ@.2Y+]@.c{myA@/lz8@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx?333333E<@R]Ap7hy])@ TOF?ffffff@@^N-@z@9i@th_@>] N@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@Ee9@\9B3xH@_P'F?X%[[@@Y8f@ h#{;@ PEM@,|@顶m?ffffffF?ffffff@Y@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@<JwF@x @Y@EK8H@G0A]E-)@ q]<T?Zp@@+9U2;Qg@-@-YhB;@./j@.R'@ '76F@$JA @Y@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@Y2D<'@exH +ZAr,_@Z.F@Y2@@8vmP@5..@74۬an@4nJ6@1 ?=]UF?=]U@@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>?E=@a tAQncD@cgF@ 2/Y@@@N7@@:w@n0W@N ~@!E"#*]@@`dC_AZ3L@ "ZxBF?,fW@Y@@.5?h@@0e2>@/U@0*>z@0c8 g@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>?k"ɁF?k"Ɂ@@EAj/3@oS!AWP].@! IufJF?i@@,+~=y@.t@.L5@/$ +4O5@/VP@E(@WF$AO.Vk +@!6(vF?}^_1@Y@@.lX@0fxM@0L+,:;@0"ġ@0|_@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@E/x@ڞoAZTd+@ Y(VcF?ꇓݗ+@Y@@-SQ柷@/7Ư1@/Jt?(/@/U_@0' @E+P2x @s.AGz S@"Q9:F?;%o@Y@@/,)@0ïo@0mq@1 o3@1S|%q?ffffffEB3@As)m@ P13F?ffffff@@]}V]@By@r@s +@<c? QrF?NY@@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@8@5C@7FS@4uUs@1е@E,:1@^G.\AZ&TNԱ@ %EF?Ww@Y@@-zG?@/hL9@/k|@/pL|@04i'?k"ɁF?k"Ɂ@@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z?0̼,F?B~@@E+`l@sI +AGZA@"Uk~F?E@Y@@/3 +Xz@0gp@0,@1 s?@1S+,k@E 23@-.A4 @T?w1@@@ (1`3@q U@ i=5v@ !ծJ@E4 и%@ߛlNj@.AU={@!Db9܇F?"@Y@@-A W @/:"@/c-@0 +>@0J: @EݐP @ B`nAڂ͐բ@dX,F@9@@ Go@>~2U@i@Y}aWq@ED@Evჷ?@eyGAT@(?T?ߤ?@@_k@=<[ғ@p;@mZ;@ڜT#@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@E6\*k@܍@%YA[{k@ s[T?;D=G@Y@@,𵖹@/7b@.h;[@/Z҄@/&S@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@F +9=S@:B9?ayF@Zp@@Z@ +?z@os@ʆu?3?=]UF?=]U@@ EQXvËX@O#AW!-/he@!c,F?#x@@+!M@.lL@-ʽ@.;B@/{@F-@]s@6X@BHbD?\(F?9m @@z.@ Ylg@3@(σ*G@߅@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ E2\x+@?)AHP(SL@"i.F?^ N@Y@@.F) @06 @0x;@0ٻSF@1 _F@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@E<$A@鵕A\s@ @E<(@Oh0A޻a ho@ F@ 0 )@@ +Ҁ*@ @2HX(@71@9+1? QrF? Qr@@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@Ezݔ@nARt,@jC:bF@LPr@@!ȱu@Rx WB@:mT @m@ܿ?ffffffF?ffffff@Y@Ee@KAscNo@ʝnF@ v5C@@eڷ=@d.M@y +@#,@״Z5@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@ + I^@2X@ b\am@l7__=@ӴHx@Ek5Y @ēoYA‰e@i F@@@uM#@@PÆ@!lI@!>@E4 Mm Yl@ܤ +~AYv/@ "$cT?z$LD@Y@@,n @/\+{@/7+@/W@0 Őx@;:hF@ 'N"7@Y@ELw|4@ &g,Ac\@FOT?JL_@@R+@$@J5@:'@ :tH@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@E-jC@ڴ?*)AYgPm@  aF?Cy@Y@@-m@/C E@/e@/ +2@05} @EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@E$N6&@؞"UAX3I@ JF?۠&@Y@@-@b@0|&N@/@0,l5@0g,}=?$ȟ@D<'@exH +ZAr,_@&qF?$ȟ@@@8X@54θU@7 +C$@4[u@1  +@ LYt[D<'@exH +ZAr,_@J-F@ L2]J@@8.@5۠r@7F @4uX @1ӟ(?$ȟ@F?h`ܹ@@ E_@ʙUA +:?@ F@ +j@@`;@w7ʸ@ #'M@@>{@ EWjȪ@Lc%AWRxsZa@! +Ǜ1F?np&@@+[.&{[@.5)8[`@-l(@.yL]@/'F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ffffffE.s]@ @jViAYB3[l@:-F@@@s[@oA6@5l3@'z@ +e@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@2Y@Vp@di_K@tT.]@ƞպ@ffffffE󉶬C@b rA3g<@ׂF@ R,R@@`=o@յ)@㧐@"̣ T@q= Xx@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@E+U@  AF>)j@"P&F?®9C@Y@@/$'@0Bڋ@0m1@1o@1X)@F(tA)@~knB 7?lDF@p*@@2/㕇@`u@9W@_Ƞ?I Z? QrF? Qr@@ffffffEXq}v~@oA)}D@(F@ OQD@@9@o@| v@Wk@Y%OF@EҎM)@ď33uA%4WF@FF@>(@@G{@ľ,@u@'@b;,@Ee&#@"DvA*C@iT?'j@@@<@@!^cIH ,@ ĵ"ij@!f^H@"-W@EWw@׌AhlLz@[IF?y]N @@tAwzQ@1X0}@EN@LH}i@Gf>@FR@GE#y A9Au@ XIF@y3@@ [XC@ JDS@ bx_r?@ vZu@8/KF@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@&8z@15@ae2@^k@;e>? QrF? Qr@@ FGGX@hL 1lA *@]=DF@H@@Ŝ @ +cwC@ a#@ +Յ_t,@ ?/p@E4 R@ߛTb)AU=2@!D_UF?@Y@@-AP@/8G@/cSMm_@0絺@0JR \ No newline at end of file diff --git a/Test_Plots/iso_8.20_0.00_00100_p00_IBsecondary.fits b/Test_Plots/iso_8.20_0.00_00100_p00_IBsecondary.fits new file mode 100755 index 00000000..3c0a5b1c --- /dev/null +++ b/Test_Plots/iso_8.20_0.00_00100_p00_IBsecondary.fits @@ -0,0 +1,937 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 114 / length of dimension 1 NAXIS2 = 2645 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 16 / number of table fields TTYPE1 = 'mass ' TFORM1 = 'D ' TUNIT1 = 'solMass ' TTYPE2 = 'log_a ' TFORM2 = 'D ' TUNIT2 = '' TTYPE3 = 'L ' TFORM3 = 'D ' TUNIT3 = 'W ' TTYPE4 = 'Teff ' TFORM4 = 'D ' TUNIT4 = 'K ' TTYPE5 = 'R ' TFORM5 = 'D ' TUNIT5 = 'm ' TTYPE6 = 'logg ' TFORM6 = 'D ' TUNIT6 = '' TTYPE7 = 'isWR ' TFORM7 = 'L ' TTYPE8 = 'mass_current' TFORM8 = 'D ' TUNIT8 = 'solMass ' TTYPE9 = 'phase ' TFORM9 = 'D ' TTYPE10 = 'merged ' TFORM10 = 'L ' TTYPE11 = 'source ' TFORM11 = 'K ' TTYPE12 = 'm_ubv_U ' TFORM12 = 'D ' TTYPE13 = 'm_ubv_V ' TFORM13 = 'D ' TTYPE14 = 'm_ubv_B ' TFORM14 = 'D ' TTYPE15 = 'm_ubv_R ' TFORM15 = 'D ' TTYPE16 = 'm_ubv_I ' TFORM16 = 'D ' REDLAW = 'N09 ' ATMFUNC = 'get_merged_atmosphere' EVOMODEL= 'BPASS ' LOGAGE = 8.199999999999999 AKS = 0.0 DISTANCE= 100 METAL_IN= 0.0 HIERARCH METAL_ACT = 0.0 WAVEMIN = 3000 WAVEMAX = 52000 END ?ffffffQ‰E+@ +bA—Ra@-vF? +(x@F@H33G@;9|@@8"@6@l 67@ ?@F|E`J=W @ȸ~{`A1@"=|F@ @F@Ԛi@Վϫ@iA@8d@YjIB@?8 F9h@L!DUA+H)n@y2F?@F@2@0U[f@1v@/@,=0{?ͿE6~EK_@OA5^p~@?IF?:`@F@#5@a-@!w@#O:@ oL@ $j?zG|>TFXT?ffffff]z$E-L~f@ɂN-Aele@/TxcUF?UWh@F@H|C@:'o@Bi@:i@/?$L0EKR={@rAm@ _uF?@F@,_@(qª=c@*B i@'.Gg!@%+H?333333? $[E6 q@ SA+eٞ@hF?333333@F@#:@"ey K@#u)=@!Lz@!%*>@333334$vF@H_EKA"ͷ +S@ j<F@@F@JsH@)zn@Ɖ@w߄"@I'?Q?&}2EF^R@z꩝AK#҆@(Q +F?Q@F@e@0PXi@V@D5a@bn&>?Ϳ3TE`g~@@LkY@yCE*Xi͹@{RvA邕Y@ /F?.۵@F@ZT@U@TV@TL*b@bx?Q@9mFXT??K^C4E:_K@! A#d@(.=F?@F@ s`y@  0yg @ Ǵ@]@v7[,@?z&dE@7AX}27|@ tF?D=Fk@Y@F@.k@08 +@0 NI@0Rۘ@0q?GzH? S[ORFXT?zG?|ELᠶ@X1YF(AX;A@)uYF?zG@F@ waL@ 30x@ N@@'#T@ +=p ?;X$EQ +@W}PAոD@CF@ +=p +@F@l @OY@&/@iiSZ@*?@9mFXT?"'gE'ue +@\A RiR@A4F?@F@0깸r1@-r;@/P5@+wSm@(Z5?=p +=WE1wEg@JnAJ;@:RjF?=p +=@F@0[IEhJ@+^*hw@.1E@*aw@(!~\@333333?Gz*WtF(P=@YstgkA^1p@ 4q?}}F@4D@F?h@T!7K@VTw@ @D-L<@ ?IE|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊??ﵺ\*E=n,@EY"A#e@F?@F@/&'5@*uDZ@-=@(M@'8??RE3 @EÈ(A{x0@(gbF?@F@~Ym@<M@$j@=B7@x9"?̿UE`@@A_{\A+@U(5F?@F@(_d@%3*K @'>K@$5}@#ے@Ϳ_E蓝N@GGxAϓ~I@5/F@`@F@{'@Kǯ@phB@C@@G֦?Q@9mFXT@Q?~$-EAp@vM.A,=[@3IeF@Q@F@\:ε@W "@Rq@@@ 333333?@`*:EDTt@ȇHAAnG@QW^F@ 333333@F@9 Q@aTW@珿@:Il7@0+@QSQ2FXT@?¥F9h@L!D@'#T@.QuEA\@g8AW0{"@ 12F?@[@F@,% @.dd@.Cp@/AI@/%cmq@?h  +dEA @#IczAW4@ ieF?OQCr@F@,%@.u@.DiP+?@/Im@/@?F,ֻ@LWAw?]@ هiF@;j7@F@gQ @@ #ro@ L@eP7@P P@$>p]ExZ]4[@xtMAC9g@0lSF?ݍͳ|@F@#o@#@#@"eD0/@"Lw=@@j@L@o@¡n|FP"H^@NJ#A!@ [TJ F@&@F@IHK.]@[=9@xBG,@*wUs@+t?333334ܫ3ƛE6 q@lgJA@@@Gv*F@BT\y@F@&!H@#-|L&>@%:̙jL+@")+@ Xd9@BdEcym@82 +??I֯`E +ꍐ@X>UA+H)n@y2F?@F@2@0U[f@1v@/@,=0{?fffffg?15 `EG|@/R A̶+pgp@4V~nF?ffffff@F@!@ և=@!չU@ O( @U?׮zGU땪GFXT@B?EҴK@ KkAE@fOT?mHQ@F@U85@ O:@ :@ \݅@!@?Rb=E+P2x @s.AGr@"Q9:F?;%o@Y@F@/-l@0V%@0)@1 p@1S݆@?j(E&@7ŴAю}L@61F@@F@C)d@h7}J@@d˖nS@f%@?uE8Ĕ*@ÇLA8 ?Y@3MM[F@@F@HF 4@l#W@:T{@@Y@TgEQ.{@ƧOƍA 4@6ηF?]$D@F@Й1@ - @ zL@ =YMF@ aҩ@Ϳ#]EfK@N AшWn@@7g,F@@F@e픞@j`׃@ϒ7@f4`@ic,??վHEkб`ֲ@}AyE@'vF?@F@&Opͷ@$tv@%@#-@" AP]@җM~Ezb/@L$oA"L@8fDkF@@F@sj +@%@P_/@UR@@?8/Fr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@GzH + FEBZSI@ֵAm[@1knHzF@GzH@F@`a@K@(f@W+#@܎@QK̷FXT@?mx +F9h@L!DUA+H)n@y2F?@F@2@0U[f@1v@/@,=0{?cE5R@'dAW@( + P5F?@F@ /ș@ +ra@ [2@_ިo@xe8@GzH~zjvEBZSI@ֵAm[@1knHzF@GzH@F@`a@K@(f@W+#@܎@fffffgͰ&EnE>\@8$SmAO@<顎F@ffffff@F@>|$4@Ni@KYl@@lu2?ٙ?x{E\3@RA[nӒ@bF?ٙ@F@1@.eт~@05J6@,-@*DJow@ +ffffff˔.Ep9W'"@@HAޞMG@a mF@T,G@F@qu@j@/3p,@ @=2#@ +?iEf@toFAG`J5@$=5F@ +@F@ʴZ@O@)LU9@@( +/Zk@?庤r@DF x"j@+qA +l@ F@͇/32@F@` N@ +l@وl`&@ @ +nR?Q냮zsÒFXT??!1E=n,@EY"A#e@F?@F@/&'5@*uDZ@-=@(M@'8?ffffff?+P`EFgPm@ ZAT$q@0cF?j4I@F@YMF߻@NCW@Q@G/@6JeM@ ?{EN@ɣD*A'Q^@'~zF@ @F@w@X|v@'\!Kh@,#@.yMb @ 333333ϘM{ E%`(@ă~}~7Ai@/eMF@w`@F@р}$@~1@O_@{C//@y"@?*8E*wA5@X.AY3 @ Ͱ#+GF?NP1<@Y@F@-ҘR@/@/;@0;wF@0B+.?Qp&EUJGj@K uiAw@B eYF?@F@!o4@!$@"F*@ 1 U@ Y2?;8)bE'ud@[z6PA fp@@QF?m)@F@0X@- @/5>S@+w@(Kg9@?QBɈEfK@N AшWn@@7g,F@@F@e픞@j`׃@ϒ7@f4`@ic,?QRA+@FXT@8?jFFƲ*@YO!!B!RE +\?ncF@@F@XA(@9n@5w@?n琖7?׮zG?)FXT?׮zGdFXT@sKnE?^yx@/: iATb\@".0T?d9@F@ذ+@ kA@xu`@ Vab@ h-@?>ApE4#D@߼8&AU4\@!H D0F?%[[@Y@F@-B~ @/- @w@/f'xQ@0lJ@0K@pIz?Lǖ}FXT?GzH?KEtPwI y@xmKAb#, @ѫOF?GzH@F@%(@#Eg@$_q7@"}n9@"ʕJ2+?Q?EExjTv@/2^~A(wM@7WC!F?Q@F@?o@@6@O@kDv@`:C@? u +F9h@L!D@(@u)@IUl@/t@!*l`>@")h@! @@@ e]??3+FE',@\A幄@A?1FbF?@F@0 +5@-j6u@/f@+w`+e@(g_T??pꛠE`K*@A_{\Aoɂ@Un=F?@F@(_p@%8D.n@'T|@$DVn@#@?u3n8F + W@,դAנ@ (F@rar @F@ +~y@w--o@@H+@Ma&CQ@?E?2EA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW?ᙙfÈ"E/זk|@=A .@vF?y7BQ@F@0@,IҎ @/ +>]`@*O@(cb"?Qu&97*ExjTv@/2^~A(wM@7WC!F?Q@F@?o@@6@O@kDv@`:C@?xF9h@L!DY@?fWzEA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW@?6J(Y Ei8 G@A#rT@55NF@@F@kx@ צ@I Rh!@>@j/@{XoFEJe@L57Azy@V@;D$F@@F@"y@(V4g@ڣ_2@E@ͻ@ +?Ef@'A=@Y@F@-n2;@/2@/tL]@/E-mw@05W'&@?秐c`F [o@C>҂A,&Wn@ 6NF@Rm@F@֏I@ \^@@ +%-@ nU?zG{@9mFXT@?5LEA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW@?T-z9(E,O@O<wA՞}@ w$F@@F@'ٺx@UA+H)n@y2F?@F@2@0U[f@1v@/@,=0{@GzH?uȼEBZSI@ֵAm[@1knHzF@GzH@F@`a@K@(f@W+#@܎?zG?dƂkZFXT??AҠނ@@MNo8F@1P@F@(,@$va@&/D@#05 @!Eh%#@?5#E'bdO$@؃9>AZ֎[@ AcdF?+jg@Y@F@-gN=@/ +@/ N@0"_@0@4S@333334DsEƲ0@Ă,AbE=@, wF@333333@F@#K@tYA@ e)@H҇@?333334X.YE.J@1'A>,u&@ŠF?333333@F@#*Z@"fl_@#@!fIA@!M@}9ؘE҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI@S#TE;*9qRV@CoJAF?@PcT?W&@F@U@!K@ w1@!(v @"Z9C;@ OpE҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI??+AN@E4zb@HAЀi@4F?@F@ѓu@6^O@y@T}D@ƣt?ffffff)VD\vFXT@?ݯzpEK +G@;wAu@-F@ś@F@݉}@*@&$@K@%0@]ݐE4+g@Y'AU |@!I^]F?+ʫ]@Y@F@-C] $@/BWE@/gdh@0 AW@0L:Kv?fffffg?춦UDE(_@%A̍x@9HF?ffffff@F@!H*@ ϛ@! @ Y>@Ӥ>2@R5%E> m9`@9Oi;'PA\{@?n@ xT?T Ǐ@Y@F@,=7@. +Od@.Rd @.݋@/|Hj@U??ZER2\@]zIA\[nZ@* F?@F@ 'XU@ whS@ Ⱥ>{#&@cp!A@|-0Q??SwE3 @EÈ(A{x0@(gbF?@F@~Ym@<M@$j@=B7@x9"@?*u}pEA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW@ffffffU`Eօp:4@{bAՀ&@/eTF@ffffff@F@]@o@nD@-@,F @wG0E%Ztg@bAXK@ rqF?CA0@Y@F@-@0 @/ӏڻ@0&D%@0a??~4EUJGj@K uiAw@B eYF?@F@!o4@!$@"F*@ 1 U@ Y2@?8wEʟ,@%OBAS:L@. F@@F@~NP@X$@!@oTv:@8a|d@333333?4עEG@ā94AuC@'LMdF@333333@F@&p@ySHU@?cH|@T$Z@3?ffffff$6?~E!)zv@npA% @/F?AE@F@K#_+ +@=`@M@EbdA@ȡ]@W?Q?мy,xExjTv@/2^~A(wM@7WC!F?Q@F@?o@@6@O@kDv@`:C@SeFr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@Q?ҥ1shEp@Ů]oRAZ +s@se%F@Q@F@ö(;@˖2ݿE@,F)$@\@!@?*HEA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW@~FP"H^@ǃGAh@ a4#7%aF@p?-<@F@ZP[1j@t5i@;!@[ @S_?GzHܽyk4EtV]@/AFAd@9hR@}1F?GzH@F@%=L`^@#z@$-3@"kǕ@"9UQ@?@QR$F9h@L!DUA+H)n@y2F?@F@2@0U[f@1v@/@,=0{? +=p +@9mFXT??[`EKR={@rAm@ _uF?@F@,_@(qª=c@*B i@'.Gg!@%+H??fEkCYd@̀AAw=@'0TF?@F@&P__C@$u#vQ@%N@#!mj@"|%@#?ESd@2d\A*}@LlЖT?m ֶ[@F@7U1@ cK@I T@ K@!2|EU?GzHL ۱FXT?jOvEibW@bjA°)@1$f}F?@F@)$:@*4,>@j@L@o?ᙙג7E/t遇@~A +ny@Z8F?ᜩ@F@0.@,J.n"@/ +A@U@*U4I]@(c[mk?׮zG?88FXT@?>)REW@|M͊A%Rފ)I@~F@ +7! @F@T_@曷@ot\e@Py@ZZ<@w3=߅E$ EJю@(9AX@ ,F?{ @Y@F@.v @0 +~@/@04BGK@0p_.?Q?ױmbEF^R@z꩝AK#҆@(Q +F?Q@F@e@0PXi@V@D5a@bn&>?zG|H 1FXT@333333?Ď6PEG@ā94AuC@'LMdF@333333@F@&p@ySHU@?cH|@T$Z@3?񙙙?V2EvZN@^A@ǷF?񙙙@F@$XoK@#\2a @$a!@"-+@!6U@ ?leEO@@êiA:'NC@ 06|F@ @F@NE(v@ZC8@_@ݳC@z?p +=p FXT?zG|v*FXT?fffffgd3ȪEG|@/R A̶+pgp@4V~nF?ffffff@F@!@ և=@!չU@ O( @U@ ?ۆpE|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊@?Njg0Eo2z@Sq?iAԵ\2@1cnTF@@F@ k7@H_A(@VvV@e@_)@?G[PE҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI@4?xqE7H@OBJA[dGI@ 0+GT?y|ßa@Y@F@,M7"{@/ +Xů$M@.(@/G@/mQ}V@?q]#qE*rB@U6AG4,@"~UKF? ҉@Y@F@/2"@0:x@0@1D@1GQ\?Ϳ.A,E`8O$@A@-A߿J@U8WF?ͷ{@F@(_ek=@%ΐ1ƃ@']&@$Pׯ@#۰C?zG|?BFXT?2BC6E +ꍐ@X>UA+H)n@y2F?@F@2@0U[f@1v@/@,=0{?ӯH`E5R@'dAW@( + P5F?@F@ /ș@ +ra@ [2@_ިo@xe8@ +=p )\EQ +@W}PAոD@CF@ +=p +@F@l @OY@&/@iiSZ@*@?aFr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi?QR[%aDm=@|׉gQAn %@ !F?QR@F@4z/6@1a@2d@0dg@-khS@ ?eE|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊@333334m6EݖŬ@jAe @]ivF@jeg@F@ +]Ag@ο@Hj@n n@QI@?_PE҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI@?JE4#D@߼8&AU4\@!H D0F?%[[@Y@F@-B~ @/- @w@/f'xQ@0lJ@0K@pIz@?ᵘFV~υ@N1U*BPnj t3I֒F@-zp@F@x@Yvw@U +D?= !@@?aE҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI?+ELD'p*@wa 7A̸s0.Z@4BF?io\-@F@" rj@!("|@"' b*M@ ťf}@ ,??#E`384@A~ KA8E@UO@F?@F@(_T@@%ƓL@'g@$^ @#4na@?^zHEI@+-A6(Y@;~F@l?;@F@{_L@-@X#@z9@A%?9EJvtU@CkA<,@/3gmF?0z@F@"9.#t@!)g]@"0 @ @V0l @9=y\E҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI@?~3E+P2x @s.AGr@"Q9:F?;%o@Y@F@/-l@0V%@0)@1 p@1S݆?fffffg?mEG|@/R A̶+pgp@4V~nF?ffffff@F@!@ և=@!չU@ O( @U@O]E4+_z@M AUУ@!IAr,FF?+6z@Y@F@-CP4pI@/*_@/f*6h@0")q@0L-n@EE/Lψrh@0DꚝAYe&7˰@ ]mF?~mH@Y@F@-ZW8t@/B@/X@/*$Q@01E\@ ̿0޵E:@~ ,@aTO@)@?e3ME2oP@?A<6-@)(TxLF@@F@Ļ@KS@S4V7@0@ǪLdC:@?j2+lHE4#D@߼8&AU4\@!H D0F?%[[@Y@F@-B~ @/- @w@/f'xQ@0lJ@0K@pIz@/=$E҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI?-`EibW@bjA°)@1$f}F?@F@)$:@*4,>@j@L@o?zG|NsFXT?=EYh@'dA @(F?@F@ )3 U@ Ga@ ?m@_vI@x?i @ ?m,`E`J=W @ȸ~{`A1@"=|F@ @F@Ԛi@Վϫ@iA@8d@YjIB@?zgrE*ޚVi@3_AGf5N@"U8F?f3]@Y@F@/ n#2@0r@0yja4@1} 1@1J?Q&=FXT?zGlHaELᠶ@X1YF(AX;A@)uYF?zG@F@ waL@ 30x@ N@@'#T?zG@9mFXT?zG|@9mFXT@?'tY E4#D@߼8&AU4\@!H D0F?%[[@Y@F@-B~ @/- @w@/f'xQ@0lJ@0K@pIz@?# EW@ +90ҙA*f@3zv3F@@F@fq@PȠg@ۛZ@A/@3.@?]Ec[[c@ÇLAN/"NR@/fF@@F@=>E_@.t@y88@̉U@mI0@?c|F9h@L!D?ٙwZ E\3@RA[nӒ@bF?ٙ@F@1@.eт~@05J6@,-@*DJow@ LFE|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊?GzH@FXT? +=p +@9mFXT??"Z%TE`384@A~ KA8E@UO@F?@F@(_T@@%ƓL@'g@$^ @#4na@!%gE:@h*@fRAXѻnk@ 5T?p +@Y@F@,s@/>Th@.e@/}`@0'?zG|j#FXT@?hLx4E*1@aLf@AG*@"W F?@@Y@F@/,w@0Z1f@0s@1 + ~@1Q@fffffg?J)ErY@uLsA*2;@:\~F@ffffff@F@ .g@L*Rߙ@!@lv@y?@9mFXT?ᙙ%=dE/fQ@(.D.AZaR@̻F!F?,lQ@F@0⮶3@- awC@/[&@+o|Aޞ@(b:?@?i\!LE8Ĕ*@ÇLA8 ?Y@3MM[F@@F@HF 4@l#W@:T{@@Y@k/Eȇ@?!A:@.tF@ sNZ@F@<@aa@˽ũ@v@(%fU@BD֛?fffffgjA2ESJ~@0ĚA̽\v@3IF?ffffff@F@!O@@ đ#Y@!8PH@@ NhB@~A@VE6@VDyAԘR@{F@@F@1yf@Sޕ +@hr@qi7@ +?Qp/Y`EF^R@z꩝AK#҆@(Q +F?Q@F@e@0PXi@V@D5a@bn&>?LAEkб`ֲ@}AyE@'vF?@F@&Opͷ@$tv@%@#-@" AP]@?NɍִF9h@L!D@̿١FKL,@Ŏ|@;sBE$ۅ.XW@}VAXf@ _+ΖF?H@Y@F@-@0^Jz%@/ [J@0-՟he@0ija ??e`C݀EgDv{@|pڨA:]K@uYuWaF?@F@"]@!CR`.@#R{@!h$3@ 9Ӝ*q?̿q E:ny"@CAMK@3BF?@F@$@@KT"N@e!$.@PR/@333333?(іwFDLm~@ݴ꫙Ao*@ AF@@F@ !H@ n:@ <B@ (})@ #1`?zG|?HlQE r@^D(XA h\Ӕ@cc~F?zG{@F@"S+!z@!91Y@"O@!+ёO@ ۜӫ@ +=p Ϝ+VEQ +@W}PAոD@CF@ +=p +@F@l @OY@&/@iiSZ@*@ A>%GMEȞݏ=@Aܧ4]@vF@@F@Yg@/Gӄ@ՠte@O:c@"U?333334QLEPl@T"AfB/@Lpy(@F@h@F@& @"Że=@$֩Ѡ@!@\~#@ ,@ 333333ۂAEb,E@Ɔ3]@A#Z@nxF@Z@Rf@F@}@DPе1@f@b +Ys@1|?333334?ފ- E5C z@ǂ]As@X5F?333333@F@0?@+f?@.|QC@)vԆ@'W?=p +=Vx*FE1wEg@JnAJ;@:RjF?=p +=@F@0[IEhJ@+^*hw@.1E@*aw@(!~\?Gz@9mFXT?Q?kA'p'dFXT@Ϳ8bF>q/@`A=pH@ F@#4yNw@F@7\@q @ť$fz[@҆A'@^{bȍ?fffffg?YWED4Й,@% [Aá @zF?ffffff@F@->@)u02@+qí@(,@&eY?fffffg?0ED;ʅ@aRkA +*o:@,?uF?ffffff@F@-ao@)tj>Y@+*Ŕ@( J @&d2X@p +=q}_ٗ,EXÖXp@ı|WzAK&L@"P9F@p +=q@F@Z@ =@^|_@_tD@̜&;j@ E|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊?Q?}EF^R@z꩝AK#҆@(Q +F?Q@F@e@0PXi@V@D5a@bn&>@?i\EJ@W&$\yA$7R@ `#F@27y @F@R=ŗ@eߟ@S1!@8)G@J%?׮zGw=NeFXT@UɳF!F5&@ƛ*Akvz@ F@''=["@F?[8d@`՛yx@,Le@Un`9@p@?|4n@Ei8 G@A#rT@55NF@@F@kx@ צ@I Rh!@>@j/@sp{Fr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi?A +|FXT@,Fr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi?zG|?俐D8FXT@9΢Fr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@2?~Eb%4G$@&bӍA]p` @ hѓv T?I{t@F@*\IG@-4,f=@,A@-x䠵m@.s/@?e3ME҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI??iEibW@bjA°)@1$f}F?@F@)$:@*4,>@j@L@o?zG?HELᠶ@X1YF(AX;A@)uYF?zG@F@ waL@ 30x@ N@@'#T@?]E2oP@?A<6-@)(TxLF@@F@Ļ@KS@S4V7@0@ǪLdC:@ ?`X]0EN@ɣD*A'Q^@'~zF@ @F@w@X|v@'\!Kh@,#@.yMb @?өF [o@DcA셫J@ 6UԖkF@g@F@lE@ eB +@@ +%ɵQ@ dTw?̿ӥE`K*@A_{\Aoɂ@Un=F?@F@(_p@%8D.n@'T|@$DVn@#@ؤ +8E8Ĕ*@ÇLA8 ?Y@3MM[F@@F@HF 4@l#W@:T{@@Y??"ōhE:ny"@CAMK@3BF?@F@$@@KT"N@e!$.@PR/@xc;E f] @h|?ՈAB@ T?}@F@od_@!X}ta@! @!o3@"2c?O@E5R@'dAW@( + P5F?@F@ /ș@ +ra@ [2@_ިo@xe8@?\N vE+P2x @s.AGr@"Q9:F?;%o@Y@F@/-l@0V%@0)@1 p@1S݆@)vEԹL@'X_0AFcM@aF@D@F@gK@~5@[y7/&@UI@4xDu#@ 333333?꥔TEDTt@ȇHAAnG@QW^F@ 333333@F@9 Q@aTW@珿@:Il7@0+@ }: FXT?OZEBH@)φbA@~Y@-GpbF?x_@F@ ks,@ F@ 0J@R8r@YIRɐ@?%[E҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI??pz@EgDv{@|pڨA:]K@uYuWaF?@F@"]@!CR`.@#R{@!h$3@ 9Ӝ*q??廑LE',@\A幄@A?1FbF?@F@0 +5@-j6u@/f@+w`+e@(g_T?zG|kא9FXT?p +=p_TFXT@ ͿnݯEWĈ@ɤRYA#n@'GF@ @F@x^n/7@C7>@(@u)@IUl@/t@ AW):@ 2H!F?@~@F@,% gԐ@.1@.C/W@/<Ӂ@/&apOQ@ 333333?פLpEF&:j3@Ȇ4}ApO@ F@ 333333@F@9@@'@9#@0+@ 333333?WoEF&:j3@Ȇ4}ApO@ F@ 333333@F@9@@'@9#@0+?Ϳ}L;hE`OL0@A"Z YA?/N@U17F?IX@F@(_w&~@%R @'/@$Чc<@#ۮ6@ͿD-OEfK@N AшWn@@7g,F@@F@e픞@j`׃@ϒ7@f4`@ic,@?,RE"Jp@Q#A ɉ@6_9(oF@@F@maq @ j@J 3u@KQ@勐@zG|?c1UTEyUM@ł, A Q<@"_C'F@zG{@F@A@]ƨ@d-MfO@aMt@NX?333334&>\vZE֥!g@¦IA5 1@[5fF?333333@F@#@"f!@# au@!ڬ@!LT~@?zENERɿ@AkK@~F@@F@vt3@ ~@O@Ќ@>5Ml@e/@333333?k F\ L@]@E>AAeT@x@ R`F@32iߗ@F@ +? @ RG@ `U@-bD!g@?\(\@9mFXT@ GFr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@HX=E7%X +@MqAZַ~䒻@ p;T?@N2@Qf@qD@6D/?333334?zk/^lE֥!g@¦IA5 1@[5fF?333333@F@#@"f!@# au@!ڬ@!LT~@ Ϳ68BƚEL-Wx@45d7A修!@:ݽ'^F@ˑ @F@cv@Jzx @*.@fIo@Q?ͿF_E"p8OA@wzA-"c@mMĪ5F?ҽ@F@1A=n2@-I@0?5ȸ@,$0@)g$?zG|kMVFXT?Q?EPFXT?Q@ t:FXT@ExWښ@ .NAҟK@34hF@@$@F@v<]r@c$@@췗"@@Qu?QR? +,Dm=@|׉gQAn %@ !F?QR@F@4z/6@1a@2d@0dg@-khS@Os EۅF͕@@*A\&@ =T?\¹M@F@*J3 +@--R +@,w8S@-rlh'c@.^ ǘ??bE:_K@! A#d@(.=F?@F@ s`y@  0yg @ Ǵ@]@v7[,@/JF .qRN(@@jxAd*@ HhF@z8C@F@ +:]R@ Q^@ AQ #u@  B@ ,>t@ #E`J=W @ȸ~{`A1@"=|F@ @F@Ԛi@Վϫ@iA@8d@YjIB@?>*ۥNFr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@?o"pFr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@333334A&DQQE + t @5qkdA|1d@ oz4F@ؚ@F@%XJK@FH?M@`g.@eH@j@3<[?\(ÿN,UREw0cB* {@3]A/f"@۽̼F?\(@F@$ĩ @#@7}@$"'@"C@!ӓ,@+\UE#r2p^@ςkAZNbv@ +F?İ@Y@F@-"!@0}um@/rX@0!Ta@0[g_@әQFY@+*Ŕ@( J @&d2X@333333? 4?FVA@d8|A,ӦYP@%f@?K5E8Ĕ*@ÇLA8 ?Y@3MM[F@@F@HF 4@l#W@:T{@@Y?\(?)'Ew0cB* {@3]A/f"@۽̼F?\(@F@$ĩ @#@7}@$"'@"C@!ӓ,@1e'Ei8 G@A#rT@55NF@@F@kx@ צ@I Rh!@>@j/@?f+ָEo2z@Sq?iAԵ\2@1cnTF@@F@ k7@H_A(@VvV@e@_)@$?_[EG@|0An[@jT?:@F@P'5@"9畫@!r[@"DLr^@"Ѵ߷@ +?fxEf@gעA]c@#yWF@ +/x@F@=@1*T@$լҩ@f@""s ?Q?0WExjTv@/2^~A(wM@7WC!F?Q@F@?o@@6@O@kDv@`:C??d-xE"p8OA@wzA-"c@mMIhF?@F@1A?@-O\@0?7:w@,$%}@)ha?QR?HQpDm=@|׉gQAn %@ !F?QR@F@4z/6@1a@2d@0dg@-khS@?5P@Fr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@333334:E$-B@ĂzA8[#+@*0 L3F@333333@F@@^6@;A@>@0y?ͿJgEgv@GqMC!AV@-^F@w9@F@!jI@A! @]:B@pG"1@ ??А<1lE"p8OA@wzA-"c@mMIhF?@F@1A?@-O\@0?7:w@,$%}@)ha?GzHJ3,N;FXT@?ϐF@ňC?A;|C0*@ 6^NF@?A@F@ +&f@ c~g@ T]@ 2ټC@ %#s @?*ђEkpM@Ɔ/e{AԐQM6@+NcF@|(V`@F@^W}@E\K@V0m@cuv/@l@fffffg}[ƎE#Wu@v%|A?Iu @ 0:F@ffffff@F@r-z@g}@c.q@Y/+@DP@֛@GzHF7EBZSI@ֵAm[@1knHzF@GzH@F@`a@K@(f@W+#@܎? +=p +@9mFXT@ ?gvXEK2 @ƥ9uA%l@.gUF@ @F@vw@1۸`O@p҈V@Oŧl@a#n?GzH?CZEtPwI y@xmKAb#, @ѫOF?GzH@F@%(@#Eg@$_q7@"}n9@"ʕJ2+@ vԅ[0E`J=W @ȸ~{`A1@"=|F@ @F@Ԛi@Վϫ@iA@8d@YjIB?陙73ERO:@h(0 +AIE@tBF?陙@F@+"@'z@zGG嚃Eܪ? @ǶLBA֌y e@aQeF@zG@F@iqq @ 5@i{@/W3@w>Y?@~՟FXT@?_d|!lEʟ,@%OBAS:L@. F@@F@~NP@X$@!@oTv:@8a|d?Ϳےrg?TEc|@ɫ)FAU+b@=rO%F@/#r)@F@@#'@]IBz1@G @Q ?QR@9mFXT@333334o{E$-B@ĂzA8[#+@*0 L3F@333333@F@@^6@;A@>@0y@?|Ezb/@L$oA"L@8fDkF@@F@sj +@%@P_/@UR@?)E +ꍐ@X>UA+H)n@y2F?@F@2@0U[f@1v@/@,=0{@Qa r$E v@eA^{K@{C3ZF@.w @F@fXN@V'b@At@?0'@&> U"@?M.1ZE*ޚVi@3_AGf5N@"U8F?f3]@Y@F@/ n#2@0r@0yja4@1} 1@1J@KTE1NyC@ AW4( m@ \*T?<+@Y@F@-7 +@/3t@/FhU@/B]K@01Y +@ǻ|DECNߒ@F焥A#@I"~T?*)s@F@' @ (=R4@ +[~@ ks+@ _X?=ތFE'ue +@\A RiR@A4F?@F@0깸r1@-r;@/P5@+wSm@(Z5@T\[EyD@ AynA@ }:F@m@F@6EN@ɣD*A'Q^@'~zF@ @F@w@X|v@'\!Kh@,#@.yMb @q(Eq,@ⅧPAdG@RT?=@F@&]3 @]UA+H)n@y2F?@F@2@0U[f@1v@/@,=0{??'iHEq%@*HAßCy@/q)F?@F@%{ @#g'E@%K0@#21<@"[B@?E҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI?׮zG?My؎FXT?fffffg񛁝ED;ʅ@aRkA +*o:@,?uF?ffffff@F@-ao@)tj>Y@+*Ŕ@( J @&d2X?Q?g8ExjTv@/2^~A(wM@7WC!F?Q@F@?o@@6@O@kDv@`:C?\(?[j"8`Ew0cB* {@3]A/f"@۽̼F?\(@F@$ĩ @#@7}@$"'@"C@!ӓ,@?\ ҀEז:@В_VAbVr@d:T?Y_a(@F@c@ =@P"u@ Cgv@!]?fffffg|a ED=@κoA/)7@͂F?kZ=@F@-;$@)t۴{@+|@(ܭ*-@&dC@?fFq`EA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW?Ϳ.5?E`OL0@A"Z YA!tp@U7KcF?1 +d@F@(_~g:@%@'w6/@$.m@#۵^?fffffgdIED;ʅ@aRkA +*o:@,?uF?ffffff@F@-ao@)tj>Y@+*Ŕ@( J @&d2X?"EgDv{@|pڨA:]K@uYuWaF?@F@"]@!CR`.@#R{@!h$3@ 9Ӝ*q?ٲ? 0En~I@EA-#@1HaF?@F@Rz1@)I`@ٛ@@]|'@ng ?fffffgNgED;ʅ@aRkA +*o:@,?uF?ffffff@F@-ao@)tj>Y@+*Ŕ@( J @&d2X?zG|b=cE r@^D(XA h\Ӕ@cc~F?zG{@F@"S+!z@!91Y@"O@!+ёO@ ۜӫ??/ /E%(ō@DiRARRrlM@2GNF?@F@eǒ@ @HRƺ'/@b@0mZ@?}m9E&<@*,\VAX[@ gPT aF?IV@Y@F@-y@0X̨A@/`u@0"S@0^݅e@\(ÿjzE\ ׹e@Sm`A!Sz!Sh@2&F@\(@F@~s@ ͘@())@@ϛB?fffffgfr7ED;ʅ@aRkA +*o:@,?uF?ffffff@F@-ao@)tj>Y@+*Ŕ@( J @&d2X@ Q.EL9u@øDKA{@c$NF@!F#@F@jV8@s]8@6z@/@4@?s,LE+ )S&@㇧7AF9Y@"PQF?i;@Y@F@/"@ ,@0q3@0tr@1P`@1VR?zG|?y3(FXT?̿L||9Evl!<|@CoyAIJ/0@44"ŹF?@F@lrT@ {"@NLF@g-$9@D%|??5dE5R@'dAW@( + P5F?@F@ /ș@ +ra@ [2@_ިo@xe8@ +ffffffҭP.E)q|}@Ȅ#s +AJ5x@F@ Q@F@S k@0t@^@Ul'@s?陙?#r&.ER\5vX@h(0 +AIeK@t˄OF?陙@F@+X@'z҃}H@)V%@&[c@% TE@ 333333?q(EDTt@ȇHAAnG@QW^F@ 333333@F@9 Q@aTW@珿@:Il7@0+@tE2oP@?A<6-@)(TxLF@@F@Ļ@KS@S4V7@0@ǪLdC:?fffffg?RuGbED4Й,@% [Aá @zF?ffffff@F@->@)u02@+qí@(,@&eY?QjWfFXT@ ?dzE|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊?TFFXT??I Eq%@*HAßCy@/q)F?@F@%{ @#g'E@%K0@#21<@"[B@33Fr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@ Ϳь jEXe!@r2bA⍋Y@, ILDF@*:@F@/o@ @m +@yuMw@@>?=p +=EסFXT?ffffffz9 0E04Lb@?DoZAY^@O@dF?9C@F@&a\-h]@%;^@&3}9#@%d0@$p@333333?bFi`Xj@1fYA!B8@ $UBF@ej@F@ y@ j+@ (!*q@ ꞑ@ M +uY@333333?~B F(P=@qyhA"@ sMF@;@F?+ "@9a΂@Hh@8ه@s8@ ?õo4@EXo_w@9=zAWJ@gF@٩@F@N{@T3@d~P@Ms@I݁@%Fr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@va'2EԜx@3l^1A w@ ?+ F@qU7@F@X@CX\+@@@w@@LjGE@?Z(Ezb/@L$oA"L@8fDkF@@F@sj +@%@P_/@UR@@fffffgW'`E#Wu@v%|A?Iu @ 0:F@ffffff@F@r-z@g}@c.q@Y/+@DP@֛@m0Fr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi??߃Wg0E5R@'dAW@( + P5F?@F@ /ș@ +ra@ [2@_ިo@xe8@m;E9yn@D lA[4j@ \M8T?&cI@Y@F@,ţ3e@.H@.8sK@/,e\@/ ??\lEq%@*HAßCy@/q)F?@F@%{ @#g'E@%K0@#21<@"[B? /͐E̡-@E?;lAZ/:@(݊^F?@F@6 _@_ItL@]H@?=i@z[_@ }A\~,b@ .T?inX/E@Y@F@,8!Aˈ@.2 (@.J@M@.O@/t>}@ +?`VHEf@toFAG`J5@$=5F@ +@F@ʴZ@O@)LU9@@( +/Zk@?>sE}@ƞ6hAٴD@_~F@ r8 B@F@{O[G@LL @}_@jy@usl?ͿwqnE`l@*AY:@5Z8XF?3a@F@,h@'yk@**X @&F?B5>@#ֳK@?r6F [o@DcA셫J@ 6UԖkF@g@F@lE@ eB +@@ +%ɵQ@ dTw??MYE9F@@rAvkZ@\@L[F?@F@"w>@!*l`>@")h@! @@@ e]?\(@9mFXT?ͿR'@'#T@Q?r/{EAp@vM.A,=[@3IeF@Q@F@\:ε@W "@Rq@@?QcY˚ExjTv@/2^~A(wM@7WC!F?Q@F@?o@@6@O@kDv@`:C??]zpEMɮt@ˍt*Ak/@B[LF?@F@!! bCG@!%:M@"j)U@ R@ U=-@W!FSH&@AW0@ @FR'F@_,@F@eVG@B7{@!s^@Z@@?›E3F@&5^AU[`@!/YMF?^5?|@Y@F@-: v(@/2R@/X*l}@/#j̡@0Ar@ 333333?۱`pE8@Ȫ9j'AgJܹ@1eF@ 333333@F@^8{@@ץ"j@l7@fJ @\]@GzH±uPEBZSI@ֵAm[@1knHzF@GzH@F@`a@K@(f@W+#@܎@ öEK2 @ƥ9uA%l@.gUF@ @F@vw@1۸`O@p҈V@Oŧl@a#n@ +?,Ef@r +AJ"5C@$9fkF@ +G;@F@̐@ש3z@(f ?@AAeT@x@ R`F@32iߗ@F@ +? @ RG@ `U@-bD!g@@?Կͬ`F9h@L!D@j/@ ܞ:E|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊?aeGEUJGj@K uiAw@B eYF?@F@!o4@!$@"F*@ 1 U@ Y2?QRDm=@|׉gQAn %@ !F?QR@F@4z/6@1a@2d@0dg@-khS@Q?iHEp@Ů]oRAZ +s@se%F@Q@F@ö(;@˖2ݿE@,F)$@\@!?333333?lME6 q@ SA+eٞ@hF?333333@F@#:@"ey K@#u)=@!Lz@!%*>@?h(n;ERɿ@AkK@~F@@F@vt3@ ~@O@Ќ@>5Ml@e/@?㋻F fޣ@E1MA-Qn@ #7=dF@J{ 9&@F@`Y+@ tK.@ +x!l@ m֜@ {?ٙ1ɦE\3@RA[nӒ@bF?ٙ@F@1@.eт~@05J6@,-@*DJow?333333l9üE6 q@ SA+eٞ@hF?333333@F@#:@"ey K@#u)=@!Lz@!%*>@ffffffQuEօp:4@{bAՀ&@/eTF@ffffff@F@]@o@nD@-@,F @333333?]fRE;1&@̻āAٔ*@q$ZF@333333@F@@ @w@l%x@5os@?\6OPEi8 G@A#rT@55NF@@F@kx@ צ@I Rh!@>@j/??lHGEkб`ֲ@}AyE@'vF?@F@&Opͷ@$tv@%@#-@" AP]?ffffff秐 E$fQ@O_AK@7bF@ 3S.{=@F@ $c0@cΜ@ :kEw@P[@m?׮zG?$q,FXT@?` Ei8 G@A#rT@55NF@@F@kx@ צ@I Rh!@>@j/@̿ȋ#VLE^t@Aцo@7zF@@F@U@lTC5@4ɿX@h,+tG@j @R>$E3U@( Z?A^@7qsT?X:S@F@G\ @ BEJ@*@ Z4r@ @W?fffffg;4:EG|@/R A̶+pgp@4V~nF?ffffff@F@!@ և=@!չU@ O( @U@ DEzb/@L$oA"L@8fDkF@@F@sj +@%@P_/@UR@@f|ZF9h@L!D?GzHp̞2FXT@fffffg?D[YF,ק@cn&AY'@n7F@Կ @F@N֌ @ xk @ 8ټ@ @JR@ ?@)[@E|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊@ 333333?ΌEF&:j3@Ȇ4}ApO@ F@ 333333@F@9@@'@9#@0+@ =OQpE|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊@?F + ߕ`@tAߍhL@~:!8yF@@F@ +;Y@k"ȿ@ )k9@E@5$?׮zGFBFXT@̿5sE1@G6A>@8VF@Om]@F@ 7>R@c7? @KA@/a@l@p +=q? .EXÖXp@ı|WzAK&L@"P9F@p +=q@F@Z@ =@^|_@_tD@̜&;j?̿7EjsK"@3fAwU@@47[,F?pqh@F@C@z4!@Ir}@[!,7@ + ??F%ȇxE4zb@HAЀi@4F?@F@ѓu@6^O@y@T}D@ƣt@?EQ8EItn@ˀAaxj@+aF@3@F@m@Uw0F@9s@@*?I?\(?:Ew0cB* {@3]A/f"@۽̼F?\(@F@$ĩ @#@7}@$"'@"C@!ӓ,@?r9`F9h@L!DE_@.t@y88@̉U@mI0?T+rԀEkб`ֲ@}AyE@'vF?@F@&Opͷ@$tv@%@#-@" AP]??bx-EkCYd@̀AAw=@'0TF?@F@&P__C@$u#vQ@%N@#!mj@"|%@*ٕ{Eӈ_$"@D2=Ay5Q@5F@@F@E=@#˹@ע:>@@"ŕ@ݚV?p +=p[`ڭFXT@0?eSE$W@ت=AXlԥ,7@ 5FF?0#̎@Y@F@-A6@0MRh@/6>@0,~!-2@0gLo?p +=p9=:ļFXT@?fEzb/@L$oA"L@8fDkF@@F@sj +@%@P_/@UR@@ + +=p?TEϖiSn@CAZLΜA#SSt@F@ + +=p@F@:6:g@DqLL@҂(@kDDU\@A@O4z4E%2˅@k4xDA9FB8@ F@ +O*~Z@F@!_G@!z@Q@^ݪ@ +Ş@?YhEA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW@fffffg?q]CErY@} kkA@8Rߚ',F@ @jU@F@˷\@ѳ@ҕ@=x@-%y@-E…@aAoڪU@bT?m3 A@F@ X*+%8@#'@"o@#XOx6@#sG@?ŕe EAgz@} AW`<@ Q9nF?A!6@F@,%Gƽ@.`* @.C/@/S@/:W @rǠ xEzb/@L$oA"L@8fDkF@@F@sj +@%@P_/@UR@?? :EKR={@rAm@ _uF?@F@,_@(qª=c@*B i@'.Gg!@%+H@ P#xE$]U^@؀} *AYlv|@ К 9RF?_Ft@Y@F@-"M@0-@/zݓ@0#)J,@0^YR@?m|EA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW@ 333333?Ί<EF&:j3@Ȇ4}ApO@ F@ 333333@F@9@@'@9#@0+@QMF6 +F@;}AE=@ hQ F@27@F@ ^\@9H@ n4q@qo{k@pS@?C;4Eo2z@Sq?iAԵ\2@1cnTF@@F@ k7@H_A(@VvV@e@_)?߰~XE +ꍐ@X>UA+H)n@y2F?@F@2@0U[f@1v@/@,=0{@d&fFr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@{E8Ĕ*@ÇLA8 ?Y@3MM[F@@F@HF 4@l#W@:T{@@Y?陙SrrERO:@h(0 +AIE@tBF?陙@F@+"@'z?zGz%8FXT??0EgDv{@|pڨA:]K@uYuWaF?@F@"]@!CR`.@#R{@!h$3@ 9Ӝ*q?333333?VaE"e%x@c)AЬܖ +@B܅F?333333@F@yCzZ@o,;@RZ@o@QoQi@?сLjE0 SNB@E:+@j/@zG|?EyUM@ł, A Q<@"_C'F@zG{@F@A@]ƨ@d-MfO@aMt@NX@zG|ٟ]EyUM@ł, A Q<@"_C'F@zG{@F@A@]ƨ@d-MfO@aMt@NX?񙙙?ٜPEvZN@^A@ǷF?񙙙@F@$XoK@#\2a @$a!@"-+@!6U@lk{E*m1$T@]O2F@@F@'[@ɆI+@1EK @2Vy@\?\(ÿ + +REw0cB* {@3]A/f"@۽̼F?\(@F@$ĩ @#@7}@$"'@"C@!ӓ,@?kC@O|Fr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi?zG|@9mFXT@ffffff?q4EEօp:4@{bAՀ&@/eTF@ffffff@F@]@o@nD@-@,F ?ͿH+xfE"p8OA@T(3A-"c@mNcuF?fO@F@1AND@-͇ݟ@0?^:@,%<%=@)Σ??ߡd_EUJGj@K uiAw@B eYF?@F@!o4@!$@"F*@ 1 U@ Y2@fffffg?!{5DF"\@zm A0ꠂ@ >˃NF@ ,8@F@R`@e@XRoP@l򐊴@(?̿RE:ny"@CAMK@3BF?@F@$@@KT"N@e!$.@PR/@333334DށŎE,w@)1D At=3@&koF@n@F@6Ĕ@@rl}X@ҽ@LD-@?}E`.@^FA=Vtn@=XDF@w +=p@F@}]91@ۉ@UA5c@bbG@N(@?)ጥ@E҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI@ +=p ?fEQ +@W}PAոD@CF@ +=p +@F@l @OY@&/@iiSZ@*@?L$PEkpM@ƨKA +t@epy@n^wD@I#{63@, ??j5khhE9F@ȵAvkZ@\B *yMF?zyl@F@"@!9_@"U1@D@s5nΘ@?š:!E҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI@ ?{!BEώ@Njm27Am-=@%mF@0@F@i@L>y/@^so@ NǓ@4e@333333KqE|R}@\8~A؄kx2_@yQ F@ha9@F@xs p@5 @>"@lU@N@@ ?{wxE`J=W @ȸ~{`A1@"=|F@ @F@Ԛi@Վϫ@iA@8d@YjIB@zG?2*@Eܪ? @ǶLBA֌y e@aQeF@zG@F@iqq @ 5@i{@/W3@w>Y??JFEibW@bjA°)@1$f}F?@F@)$:@*4,>@j@L@o??-4QE:ny"@CAMK@3BF?@F@$@@KT"N@e!$.@PR/@6cJE"TŰ@؍[EAW֏Q]3@ :vsF?F]c@Y@F@.2nO@0)ϩ@0 ݙ@@0EwwXj@0@fffffg?V6xF,ק@(- QA.@wlF@f]η@F@W>@ hS@ {R}@ l" z@b"J@LFE/,a@1vAYj~@ )yaHF? +D _@Y@F@-W<@/)j6@/Q\Ӭ@/BT@0,`?=p +=@N2@Qf@qD@6D/@̿{E^t@Aцo@7zF@@F@U@lTC5@4ɿX@h,+tG@j ?Q? ; +ExjTv@/2^~A(wM@7WC!F?Q@F@?o@@6@O@kDv@`:C?QR@9mFXT@?+ݘF,ֻ@dUh;/A>׀/@"WF@db(@F@zE @ڞ@ O@Z^@XR $@U1E2@VQ8.WAW)>@ kCT?<+@Y@F@-#@/w@/5NmX@/bQv@0*M??B8 +6pEgDv{@|pڨA:]K@uYuWaF?@F@"]@!CR`.@#R{@!h$3@ 9Ӝ*q@6?"™S9E@ m=AWbK@@!lawF?I{t@Y@F@.`7@0NB,@07'@0ihIx@0q@?A!cF9h@L!D@< V@t.j@3S1@x(@?]Eo2z@Sq?iAԵ\2@1cnTF@@F@ k7@H_A(@VvV@e@_)@p +=q?-Ld EXÖXp@ı|WzAK&L@"P9F@p +=q@F@Z@ =@^|_@_tD@̜&;j?Ϳw9FXT?ͿArFXT?=p +>@9mFXT@eB(Fr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@#Y'E(2(&K@H7IhAXJA@ :F?4X @Y@F@-|S@/y@/Y@0ʥ?؀@0Y3܅@?ff(Fr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi??tcE"p8OA@wzA-"c@mMIhF?@F@1A?@-O\@0?7:w@,$%}@)ha@ Ϳ,EWĈ@ɤRYA#n@'GF@ @F@x^n/7@C7>@(@u)@IUl@/t@j@L@o@N2EK@ܑAճ;9@dvF@\6q@F@N t9@v[(@;@@hW @ڇ)E0|{ܫ@bVAYmB@ ш@ KF?=!@Y@F@-BjX @/@@_@/B~Y@/M +@0'}N+@fffffg?o F*1 ~@RZAcz @ FF@&)Ie@F?DT?@ 3S?@ǝ@G|_@ZY@fffffg?>yMӢF,ק@(- QA.@wlF@f]η@F@W>@ hS@ {R}@ l" z@b"J@?Ð$Ezb/@L$oA"L@8fDkF@@F@sj +@%@P_/@UR@@?yULE҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI?Q?x`EF^R@z꩝AK#҆@(Q +F?Q@F@e@0PXi@V@D5a@bn&>??0EMɮt@ˍt*Ak/@B[LF?@F@!! bCG@!%:M@"j)U@ R@ U=-@?FܘF + ߕ`@u;ojAߌy?|@F@E@F@ +8Wr7@b~pD@ WA`@zs@<[@yF9h@L!DE_@.t@y88@̉U@mI0@?aEA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW@[P*CEqj@¡wWA՞@7ӯF@Qd@F@9,#@l@R7<'@ʟd@Vh?zG6r)NFXT@ Ϳ EWĈ@ɤRYA#n@'GF@ @F@x^n/7@C7>@(@u)@IUl@/tY@ +ffffff90`E;H\@LJtֻAݳ?ᙙ])w&E/t遇@gA .@x!ġIF?ᛇ@F@0RI@,Ik@/ +[@*U@(c[@rTE<o3@u9:A[\[X@ PT? xF]@Y@F@,h@9@. @.]l@/$`@/O&Ȅ?GzH5)`FXT@?nlZFr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi?333334m"FXT@JpE&V@ط嘿zAYqы@ WXF?rGE8@Y@F@-ҼOd@/e@/[@0> +@0R!Gp8??фT, E:_K@! A#d@(.=F?@F@ s`y@  0yg @ Ǵ@]@v7[,@? hfEH!((@9A՞ -@'Bdo8F@u6*^@F@^&@Y"=@Tp6@|{ +Q@K1?=p +=}CEue@rAа9@4ߔNF?=p +=@F@.|@V#d@I* !@s@<ݿ@ ?ͷTE|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊?333334jE֥!g@¦IA5 1@[5fF?333333@F@#@"f!@# au@!ڬ@!LT~@ ?;=E@\򩓻A5H@zaF@ @F@WGI@%@E9@(aho@ .s@ ?+-E{j]@@<qALp.@:#wF@F#п@F@&@~V@YGx@ +P@4Vn?ٙ?4jэE\3@RA[nӒ@bF?ٙ@F@1@.eт~@05J6@,-@*DJow?\(?LpEw0cB* {@3]A/f"@۽̼F?\(@F@$ĩ @#@7}@$"'@"C@!ӓ,@ɶGE >˰@®\ ~A.C @BjF@FB@F@_} D[@ x@Rw@v)Y@_i@ ?;EWĈ@ɤRYA#n@'GF@ @F@x^n/7@C7>@(@u)@IUl@/t@ ͿCɌV`EWĈ@ɤRYA#n@'GF@ @F@x^n/7@C7>@(@u)@IUl@/tk^@JWT?At>=@F@++<@n@ۗCM@$ +I@ Y% Z:@ +ffffff?#4^E٢@ɮ1CAH7w@?pF@ +ffffff@F@ +gw@%@7yK@Nr@Du@ ?6tEN@ɣD*A'Q^@'~zF@ @F@w@X|v@'\!Kh@,#@.yMb @aFr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@?{E3Al@ΕڪvAV S @!- F?HjܱF@Y@F@-9=La@/emc@/Wk} @/>KR5@0A҂?Q8LFXT@5GRPF'?(@؋,B!5A?4_F@ZR@F@K[@; +_q@2ۙE4@?")@ ?KRʿEN@ɣD*A'Q^@'~zF@ @F@w@X|v@'\!Kh@,#@.yMb @?:g7u|EItn@ˀAaxj@*YcF@@F@.@Ut5@*@_@*8?#FXT@ ?Ai,@E`J=W @ȸ~{`A1@"=|F@ @F@Ԛi@Վϫ@iA@8d@YjIB@?Bv)hE҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI@ 333333?WaEF&:j3@Ȇ4}ApO@ F@ 333333@F@9@@'@9#@0+@? g3-Ed{|@O)A +Fq@-mWF@+(f^@F@3@1ji@*D@d'@^?ٙ?<&E\3@RA[nӒ@bF?ٙ@F@1@.eт~@05J6@,-@*DJow@ ?ވUE|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊?ffffff_W)E"FF@ +A&QG@.妬F? ; E@F@Jsߞb@=-#@CB=@h@ T@GzH?1qiEBZSI@ֵAm[@1knHzF@GzH@F@`a@K@(f@W+#@܎??k%E"p8OA@wzA-"c@mMIhF?@F@1A?@-O\@0?7:w@,$%}@)ha@333333?~AhF\ L@]@E>AAeT@x@ R`F@32iߗ@F@ +? @ RG@ `U@-bD!g@???jq`E:_K@! A#d@(.=F?@F@ s`y@  0yg @ Ǵ@]@v7[,?Q?yjj`FXT@?h'gE+P2x @s.AGr@"Q9:F?;%o@Y@F@/-l@0V%@0)@1 p@1S݆@zG|?q7EyUM@ł, A Q<@"_C'F@zG{@F@A@]ƨ@d-MfO@aMt@NX?zG| FXT@? +ϥ0E >ג@x>hA: @FcF@e@@F@b$@@n@rk@G@?4"E+P2x @s.AGr@"Q9:F?;%o@Y@F@/-l@0V%@0)@1 p@1S݆??Ǒ E'ue +@\A RiR@A4F?@F@0깸r1@-r;@/P5@+wSm@(Z5@333333?෠FVA@Ѱ9AAOiMX@xF@^Vl@F@ NR@?\W@&@x-f@ 9אf@ˏVIFoh@ƀfw SA 2>f@ yH"{F@7Ȋ@F@ +Y *s@ .e+@ 4?@ MX@xe?׮zGlTFXT@ ?oA(E`J=W @ȸ~{`A1@"=|F@ @F@Ԛi@Վϫ@iA@8d@YjIB??,[_LE`K*@A_{\Aoɂ@Un=F?@F@(_p@%8D.n@'T|@$DVn@#@ +ffffff?3xNE٢@s>A׳̙@wF@ N!Bo@F@8t{@@@7Zc@]W@Ϳ@N2@Qf@qD@6D/@+%E*,h@DEQAZ;?sW@ 2oF?!Bp@Y@F@-έ@/O}iO@/vϧmT@/F∩>@08O?zG|?$mxpFXT?ͿOsEqDq~@/R5AÝJEdi@TMPF?@F@%|7@#i#|@%LQMv@#3~o@"[@@j/?AE5R@'dAW@( + P5F?@F@ /ș@ +ra@ [2@_ިo@xe8?QRC 4Dm=@|׉gQAn %@ !F?QR@F@4z/6@1a@2d@0dg@-khS@?1F9h@L!D@j/@333334^ E@/#(+=AӲtϣ@'F@suB<@F@KO@y@uH@4x@x|L@ ?<8hEK2 @ƥ9uA%l@.gUF@ @F@vw@1۸`O@p҈V@Oŧl@a#n@?伻mbE/}N @Ż܅Ab@=-z2F@ +v@F@ D{@GYk@ԹHF@0% +@lК!@333333?ԩiUEG@ā94AuC@'LMdF@333333@F@&p@ySHU@?cH|@T$Z@3@Fr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@\(?4pE\ ׹e@Sm`A!Sz!Sh@2&F@\(@F@~s@ ͘@())@@ϛB@uݴEy#HU@gt`A_@ {F@Kja@F@@ꮺ@{nYgz@G@kO@=e8x@zG|?\Y" EyUM@ł, A Q<@"_C'F@zG{@F@A@]ƨ@d-MfO@aMt@NX@:.E҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI@?ϕ{TbE0G@;PDAQ,@!ZF?1;.@Y@F@-}nD@06CD%l@/׶@0UƪT@0d@p +=q?ӇYEXÖXp@ı|WzAK&L@"P9F@p +=q@F@Z@ =@^|_@_tD@̜&;j@ +=p 3ڂEQ +@W}PAոD@CF@ +=p +@F@l @OY@&/@iiSZ@*@?啈7EfK@N AшWn@@7g,F@@F@e픞@j`׃@ϒ7@f4`@ic,?3333345_E.J@1'A>,u&@ŠF?333333@F@#*Z@"fl_@#@!fIA@!M@GzHy8jL."EBZSI@ֵAm[@1knHzF@GzH@F@`a@K@(f@W+#@܎?QRSDm=@|׉gQAn %@ !F?QR@F@4z/6@1a@2d@0dg@-khS@Ϳ%XozEQ@!=Aȡt@:ԻF@o@F@Ce(@fq @}@[[Y@SZ/m?333333?O,E6 q@ SA+eٞ@hF?333333@F@#:@"ey K@#u)=@!Lz@!%*>@ {EE`J=W @ȸ~{`A1@"=|F@ @F@Ԛi@Վϫ@iA@8d@YjIB?\yRE'ud@[z6PA ,@AUF?B/Oy@F@0P@-٤@/B@+wu@@(X劧??@4'eE=n,@EY"A#e@gF?@F@/& Kb@*uC<@-@(L@'~[@333333wT?FbXIP@6nA7@ *F@$2M@F@hmu@˜lY@ E1@ʊ@&y@?VD@)[EA3@&m*|AW xa@ JaNT?V. @F@,%d K@.@ l@.D'@/F:@/'?333333?';zE6 q@ SA+eٞ@hF?333333@F@#:@"ey K@#u)=@!Lz@!%*>@Q(EAp@vM.A,=[@3IeF@Q@F@\:ε@W "@Rq@@@?jgVEzb/@L$oA"L@8fDkF@@F@sj +@%@P_/@UR@@̜E_%7@aAvv!@_F@:@F@!eڇ@?A=o_@"T'@M61sh@l9]h?WTE3 @EÈ(A{x0@(gbF?@F@~Ym@<M@$j@=B7@x9"?zG?}{Q7 ELᠶ@X1YF(AX;A@)uYF?zG@F@ waL@ 30x@ N@@'#T@Ϳ/`EfK@N AшWn@@7g,F@@F@e픞@j`׃@ϒ7@f4`@ic,?333333fr`E6 q@ SA+eٞ@hF?333333@F@#:@"ey K@#u)=@!Lz@!%*>@333333?ZfME;1&@̹MrAٖ!@kF@7+j@F@ԛmD@k2@J ?x0@R@4I|?QR9@Dm=@|׉gQAn %@ !F?QR@F@4z/6@1a@2d@0dg@-khS?Gz@9mFXT@?[sx`E)7z@}$AZEuG@ yYtF?꒷@Y@F@-3~ 7@/@s@/"@/,@0<=n q?fffffg |FXT@zG|?WGEyUM@ł, A Q<@"_C'F@zG{@F@A@]ƨ@d-MfO@aMt@NX@333333"zw@F5l@ZALr̍@ 4;w6F@pӶ@F@ F^@ +կ@ +tM@ @ 9K ! @?JE҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI?fffffg !zXEf\@;H;A%@ F?ffffff@F@1%zd@/Zn]!@0=@-}cO@*׎r?ffffffiE+G@OpυAVԌ@-gF?cb@F@HS7F@;*Xݪu@A@u @g?3@?n;NkF#vy@2ֶ~`A:p=;@ ݒpլF@%|H@F?eh΃@W5@;]eFr@km@;[ @?G{EK} @4fy͊A]n@ m\fT?x^ @F@+8@-9 O@-X迳O@.-d@.&?p +=p 7FXT@Qϊ(Ep@Ů]oRAZ +s@se%F@Q@F@ö(;@˖2ݿE@,F)$@\@!@ 333333?ԌW EF&:j3@Ȇ4}ApO@ F@ 333333@F@9@@'@9#@0+@בEK@1@Ӥ>2?Gz@9mFXT?zG? u +FXT@? +DYYEzK@.7Aʃ@>۩`F@@F@@i@b@@؇@6dE6@?mJ䠴E >ג@x>hA:t5@F%cF@@F@o @R{@'@ٷ@@@??f|@E9F@ȵAvI}@\>WJF?(& @F@":2@!2|I@"5ۘ@! F*ql@ eبi;G@@T%{0Fr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi?fffffg?_@_tED4Й,@% [Aá @zF?ffffff@F@->@)u02@+qí@(,@&eY@?ؒʠE8Ĕ*@ÇLA8 ?Y@3MM[F@@F@HF 4@l#W@:T{@@Y@yEAd.A@X A\o ~@ T?k΅3@F@*41܍@-i%e@,nrB@-\TioR@-F_ ?陙F@ER\5vX@h(0 +AIeK@t˄OF?陙@F@+X@'z҃}H@)V%@&[c@% TE@ 333333? ++J +E8@Ȫ9j'AgJܹ@1eF@ 333333@F@^8{@@ץ"j@l7@fJ @\]?Q1ܴEeXDl,@A$^@AjvF?@F@!8=1@!#4yr@"H@@ )I@ +u b?QJ_קFXT@c:E҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI?TE'ud@Z.A *^Z@@cDdF?s@F@0YO*q@-G@/F@+wn@(QU@LQEg@PuAo@'FF@ +t57&@F@ ρ@q`@HXwaT@g.@SF@?EA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW?cBE4zb@HAЀi@4F?@F@ѓu@6^O@y@T}D@ƣt@?ԝ`"HE҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI@߉jH7E)g)@ٞnX;AYL)J'@ Y݅F?+U@Y@F@-}=@/զDQA@/ +@0c="t@0Dhe4??J8@EqDq~@/R5AÝJEdi@TMPF?@F@%|7@#i#|@%LQMv@#3~o@"[?(\)@9mFXT@Q$!nEqPב@z + v7A[^%'l@\rF?\(@F@$H"a@#X9d@$h$@#hFe@#G-?s8}(EO [@i3TVA:z@1>LF?$@F@"^/{@!(iL@"+,@ }=\@m]2?ᙙ?WE/& +Km@RUfUA}%@.#F?ᙙ@F@0v]U@,I8~@/ ҙ k@*@(c-IWl@?*;3ʨFMUV!@]{oOAR @ 75]F@t@F@AAeT@x@ R`F@32iߗ@F@ +? @ RG@ `U@-bD!g@??xܹDE +ꍐ@X>UA+H)n@y2F?@F@2@0U[f@1v@/@,=0{?zGlFXT@fffffg?exEք#k@ܝHAՀ,N~@{7F@ffffff@F@]->t@epy@n^wD@I#{63@, @ +=p VjEQ +@W}PAոD@CF@ +=p +@F@l @OY@&/@iiSZ@*?p +=p@9mFXT?:_'E4zb@HAЀi@4F?@F@ѓu@6^O@y@T}D@ƣt?333333NE(@-&{Ag'5@ tKF?f01#@F@#`}@"f2@#iZ@!΃@!)Ib@@.̟E*ޚVi@3_AGf5N@"U8F?f3]@Y@F@/ n#2@0r@0yja4@1} 1@1J@?Ká`E4#D@߼8&AU4\@!H D0F?%[[@Y@F@-B~ @/- @w@/f'xQ@0lJ@0K@pIz@A`E2oP@?A<6-@)(TxLF@@F@Ļ@KS@S4V7@0@ǪLdC:?333334 JE_la@IlA c\@'!"F?333333@F@2f{h@/c)@@1[S A@.`Ņ@+MU@?*e$E/}N @ż6uXA`v#y@=1)F@@F@ p@Xwr@dZ@0@lKܐ?333334?a/E_la@IlA c\@'!"F?333333@F@2f{h@/c)@@1[S A@.`Ņ@+MU@) RFP"H^@|ALDXY.3@ v%F@׵(kY@F@*K@"\C@+k׏@ /6ҫ@ 7?ٙd0:E\3@RA[nӒ@bF?ٙ@F@1@.eт~@05J6@,-@*DJow@?M_EA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW@ 333333?!E`v{@0XAh#ʻJ@{.F@V@F@0b@rp@-@ 3@@?x@EhG-"@ l ABq@/3.F@+@F@7@]@P:|I@ULDD@TU$^f@c`s@?UA+H)n@y2F?@F@2@0U[f@1v@/@,=0{?333333,EJP@i44Ab2@3UCF@ g@F@9p@@i@1I@?u@?=-43fEo2z@Sq?iAԵ\2@1cnTF@@F@ k7@H_A(@VvV@e@_)@?1Ec[[c@ÇLAN/"NR@/fF@@F@=>E_@.t@y88@̉U@mI0@ c8FEK2 @ƥ9uA%l@.gUF@ @F@vw@1۸`O@p҈V@Oŧl@a#n@ 333333zܟE8@Ȫ9j'AgJܹ@1eF@ 333333@F@^8{@@ץ"j@l7@fJ @\]@̿?_Eۯ@qAF@DeF@]=ȸk@F@ ̮*@78g@",@Xs3~@O~? =E +@ >%rAղU0C@>,F@ +,CoX@F@! i$F9@ 2U@!e7@E_@.t@y88@̉U@mI0??˳V{dEgDv{@|pڨA:]K@uYuWaF?@F@"]@!CR`.@#R{@!h$3@ 9Ӝ*q??g E:ny"@CAMK@3BF?@F@$@@KT"N@e!$.@PR/@?hᯕF@?;-x@F@U' s@I +|@L:)@j@/ %?陙-+:`tER=@S_`AA<@roF?損]c@F@++-g@')I1@)Vf@&^hqS@% 1?GzH?GEtPwI y@xmKAb#, @ѫOF?GzH@F@%(@#Eg@$_q7@"}n9@"ʕJ2+@zEmE_@.t@y88@̉U@mI0?zG|?u/FXT@?e(zLEW@ +90ҙA*f@3zv3F@@F@fq@PȠg@ۛZ@A/@3.??EхrE`384@A~ KA8E@UO@F?@F@(_T@@%ƓL@'g@$^ @#4na??7')E%(ō@DiRARRrlM@2GNF?@F@eǒ@ @HRƺ'/@bE_@.t@y88@̉U@mI0@?uk=iE-_2@3rDATES{ @!`4%T?2^@Y@F@-1@0}s@/z>W@08gU@0zJ+x?Q@@ExjTv@/2^~A(wM@7WC!F?Q@F@?o@@6@O@kDv@`:C?fffffg?[iEG|@/R A̶+pgp@4V~nF?ffffff@F@!@ և=@!չU@ O( @U@p +=qx'EXÖXp@ı|WzAK&L@"P9F@p +=q@F@Z@ =@^|_@_tD@̜&;j??IEk@MAȤqHH@bF?֥@F@(H\J @$.z @&3rD@#: +@"&h?ͿE6 q@ SA+eٞ@hF?333333@F@#:@"ey K@#u)=@!Lz@!%*>@?eEv@7A0 w@ U`aF@쿱[@F@ ;f3Y@O&@ u>9@J؁@XAR??OѼE]"M@:A! @0'ɜF?@F@vΕ@$ @@̮T윝@jå@\(?`XE\ ׹e@Sm`A!Sz!Sh@2&F@\(@F@~s@ ͘@())@@ϛB??K:EibW@bjA°)@1$f}F?@F@)$:@*4,>@j@L@o?ͿlxEqDq~@/R5AÝJEdi@TMPF?@F@%|7@#i#|@%LQMv@#3~o@"[@̿nX:XE&@7ŴAю}L@61F@@F@C)d@h7}J@@d˖nS@f%@? +@j@L@o?=p +=1-qEue@rAа9@4ߔNF?=p +=@F@.|@V#d@I* !@s@<ݿ?\(\@9mFXT@?{!%OEA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW?ٙ^E\3@RA[nӒ@bF?ٙ@F@1@.eт~@05J6@,-@*DJow??ֿy%E`K*@A_{\Aoɂ@Un=F?@F@(_p@%8D.n@'T|@$DVn@#?ңG2E3 @EÈ(A{x0@(gbF?@F@~Ym@<M@$j@=B7@x9"?(]E Dm@,F*A|T[i@8n7F@ "6@F@ uV@ASo[@ ~S@bZm@t^%?=p +=%8FXT?zG? +xFXT?333333'{E6 q@ SA+eٞ@hF?333333@F@#:@"ey K@#u)=@!Lz@!%*>?333334;SRZE5-j@֘? 2AW +@nF?333333@F@0@+fӯ@.gc@)X@'/Z@?ֶ[ EI +@#9UAZZV@E= F@YP@F@ ʿ{@Qj@c'XwP@}m@y?QR?6NDm=@|׉gQAn %@ !F?QR@F@4z/6@1a@2d@0dg@-khS??RTKEMɮt@ˍt*Ak/@B[LF?@F@!! bCG@!%:M@"j)U@ R@ U=-@ QE҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI?zEgDv{@|pڨA:]K@uYuWaF?@F@"]@!CR`.@#R{@!h$3@ 9Ӝ*q@}\UVEԞô@( +An@4i&F@ H]_V@F@!,Y@sDק@:HJ@yFnS@>k}?GzG@9mFXT@>E2cT@58Aev@+uD0F? +=p@F@"X@"g@"Bְ@"P;FX@"8@333333?R7EG@ā94AuC@'LMdF@333333@F@&p@ySHU@?cH|@T$Z@3?GzH(VBRFXT??5F(EqDq~@/R5AÝJEdi@TMPF?@F@%|7@#i#|@%LQMv@#3~o@"[?p +=p}3dFXT?\(ÿ8Ew0cB* {@3]A/f"@۽̼F?\(@F@$ĩ @#@7}@$"'@"C@!ӓ,@ffffff7PeE֊Z @10A@S"F@Z>9s@F@J^ү@xE@\p@$J@uM@GzH?(y EBZSI@ֵAm[@1knHzF@GzH@F@`a@K@(f@W+#@܎@B QE]>@I#gA @A@ T?1eәo@F@ЉlH@X$9@!Jy7@|Q@ zg0@?کx6hE2oP@?A<6-@)(TxLF@@F@Ļ@KS@S4V7@0@ǪLdC:?zG?FZELᠶ@X1YF(AX;A@)uYF?zG@F@ waL@ 30x@ N@@'#T@p +=q?.akLEXÖXp@ı|WzAK&L@"P9F@p +=q@F@Z@ =@^|_@_tD@̜&;j?333334lʛjE5~1@ǫmA +]2@]? F?5V@F@08!=0@+g4{@.Y|m@)O(@'طj@RE/S&@@ 1AA[ZRM8@ hMtF?np@Y@F@->o,@/|w@/1Mkˣ@/ ߎ@0BV#@fffffg? i9xF"\@8)A󍍤C@ >3F@!jb0w@F?aZ?@YQ@=}F@~@/@V"N/E:tn@> +GMA8|o2@DcF@ +M\P@F@M@~ E W@#%ۿk@y@:2?9ڽEn~I@EA-#@1HaF?@F@Rz1@)I`@ٛ@@]|'@ng ?FQHEkб`ֲ@}AyE@'vF?@F@&Opͷ@$tv@%@#-@" AP]?̿fEad@(dAЍ"@5rDF?[pi@F@j@]@Lѹ@W.6@n%bd@zG|௰`EyUM@ł, A Q<@"_C'F@zG{@F@A@]ƨ@d-MfO@aMt@NX@?鯈}WFr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@ffffffͅ)Eօp:4@{bAՀ&@/eTF@ffffff@F@]@o@nD@-@,F ?ͿV#4E`OL0@A"Z YA!tp@U6 F?L{@F@(_~ej +@%@~@'w{ +'@$/ (@#۵A @ꅝgȊE@緮[AM泑@LKcT?K]d@F@)@_Q@TK"@ƨ`z@*nG6a?fffffg?2/Ef\@;H;A%@ F?ffffff@F@1%zd@/Zn]!@0=@-}cO@*׎r?U +EKR={@rAm@ _uF?@F@,_@(qª=c@*B i@'.Gg!@%+H??E٠E:_K@! A#d@(.=F?@F@ s`y@  0yg @ Ǵ@]@v7[,@ +ffffffXutREx&@O{IQAe +@G-/F@ ,@Ъ@F@# m@ 1@2=]@@szd?333334H#;3E5@ӰcAu@8—F?6.n@F@0d@+g}@.’@)ދ]ks@'$@?M0EA\@g8AW0{"@ 12F?@[@F@,% @.dd@.Cp@/AI@/%cmq??rEPt@#A̾@4;j F?n}Vl@F@" 9<@!'Y@+*Ŕ@( J @&d2X?zGFXT@?)XEW@.vAy7@z9F@k΅3@F@_B]@ (@~f)@,pz@HR.?ٙ @DE\3@r(͛ATSZ@2qF?T&@F@1| @.t>@0@,ٔw]@*)xƛ@"?A(EHT@#ANg@l7:T?nP@F@qU7&@!f8m@ Ӄ:d@!bT@"4$?8?QR}>Dm=@|׉gQAn %@ !F?QR@F@4z/6@1a@2d@0dg@-khS??z7E`384@A~ KA8E@UO@F?@F@(_T@@%ƓL@'g@$^ @#4na?333334!OxE5C z@ǂ]As@X5F?333333@F@0?@+f?@.|QC@)vԆ@'W??ڟq@EMɮt@ˍt*Ak/@B[LF?@F@!! bCG@!%:M@"j)U@ R@ U=-@fffffg?b6F"Lt@;yƦnA`dܿj@ 3,F@cϳ1@F@4[@%P@ͨ@S@J=@ ?2E|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊?rI(EYh@'dA @(F?@F@ )3 U@ Ga@ ?m@_vI@x?i @ 333333?(=yE8@Ȫ9j'AgJܹ@1eF@ 333333@F@^8{@@ץ"j@l7@fJ @\]?333334ݴEzE_la@IlA c\@'!"F?333333@F@2f{h@/c)@@1[S A@.`Ņ@+MU?zG|(QFXT@?}lSPF9h@L!D@j/@̿Ų{VE俐@ȀAe.T^@= OF@ it@F@ iD@D#;@ Y@lK}[@@:?⬵rEgDv{@|pڨA:]K@uYuWaF?@F@"]@!CR`.@#R{@!h$3@ 9Ӝ*q@?,g/wEzK@.7Aʃ@>۩`F@@F@@i@b@@؇@6dE6@#&JFr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@?5R)EkpM@ƜAh:=&@+[k2zF@)리@F@`ݳ@N:@M@lLG@rz?Ϳ'jJGE=vfKC@b*YA)0@Rl +F?Г>@F@/& j@*t +@-ix@(NO*.@'F7!}`??д+ ZhER2\@kt&A'@))(kF?6v@F@ {N}@ o r@ Ϝ'@cׁ̈@{&@p +=q?/}EXÖXp@ı|WzAK&L@"P9F@p +=q@F@Z@ =@^|_@_tD@̜&;j@fffffgE֫g<@(]A՛ @8s@F@ffffff@F@T׆6@-@e"J@J<@#@Q?-Ep@Ů]oRAZ +s@se%F@Q@F@ö(;@˖2ݿE@,F)$@\@!?GzHlU`UoFXT?fffffg?u/TEf\@;H;A%@ F?ffffff@F@1%zd@/Zn]!@0=@-}cO@*׎r?ٙăww E\3@RA[nӒ@bF?ٙ@F@1@.eт~@05J6@,-@*DJow??#)TE`384@A~ KA8E@UO@F?@F@(_T@@%ƓL@'g@$^ @#4na?333334_PE_la@IlA c\@'!"F?333333@F@2f{h@/c)@@1[S A@.`Ņ@+MU@ffffff?|nὕEօp:4@{bAՀ&@/eTF@ffffff@F@]@o@nD@-@,F ?=p +=?|yEue@rAа9@4ߔNF?=p +=@F@.|@V#d@I* !@s@<ݿ@̿= F d @³RuA]A'd@ x/,F@"4"@F@^6@,Uf@-ԓ}??cְE5R@'dAW@( + P5F?@F@ /ș@ +ra@ [2@_ިo@xe8?333334 \AdEͧt@ )[A S8@2aJF? M:@F@$j؄@"[I@$F?T@!SI@ I2@ ?D;8EWĈ@ɤRYA#n@'GF@ @F@x^n/7@C7>@(@u)@IUl@/t@j/@?O~0E,O@O<wA՞}@ w$F@@F@'ٺx@@?ĻF9h@L!DK@$5}@#ے?$YEk؄@JB +<%A +gܗI@GR~F@x|c'@F@ Q,@ HTa@!4*a@0!p`@r8^@fffffg?`HwF,ק@(- QA.@wlF@f]η@F@W>@ hS@ {R}@ l" z@b"J@?]|(EA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW?333334?ȯ,0E֥!g@¦IA5 1@[5fF?333333@F@#@"f!@# au@!ڬ@!LT~@EF9h@L!D@WyF?p +@F@"@!UDC4h@"1рm@ qWC@ Q&7E?񙙙tJEv:Ɗ@tAn/Q@ޡL`F??|@F@$O@#ZI@$E ݇@""R(Z@!n@A&=R5}E!c .X{Q@-.+AX@ n`{F?GG#@Y@F@.9׾F@0'!G@0 "$@0B<4|9@0|Sάx@?8eEA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW@fffffg?ҨϴE#Wu@v%|A?Iu @ 0:F@ffffff@F@r-z@g}@c.q@Y/+@DP@֛?\(\@9mFXT?Ϳ}r3 EqDq~@/R5AÝJEdi@TMPF?@F@%|7@#i#|@%LQMv@#3~o@"[??Y.4lE"p8OA@wzA-"c@mMIhF?@F@1A?@-O\@0?7:w@,$%}@)ha@%'JҲE҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI@fffffg?YErY@1;YAFsm@:RXYOF@]s@F@0MK@E@|ʎU@e|ם@m'?\(?رQ8Ew0cB* {@3]A/f"@۽̼F?\(@F@$ĩ @#@7}@$"'@"C@!ӓ,@ hE|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊@ffffff?L"8Eօp:4@{bAՀ&@/eTF@ffffff@F@]@o@nD@-@,F ?Qѵ㕲FXT??TDE4zb@HAЀi@4F?@F@ѓu@6^O@y@T}D@ƣt?UE'ue +@\A RiR@A4F?@F@0깸r1@-r;@/P5@+wSm@(Z5??ϴE4zb@HAЀi@4F?@F@ѓu@6^O@y@T}D@ƣt?zG|@9mFXT??ɝTE%(ō@DiRARRrlM@2GNF?@F@eǒ@ @HRƺ'/@b(6FXT@?&siF@"|@F@bȬ@=i@:y"q@@ZJH!]@zG?MEܪ? @ǶLBA֌y e@aQeF@zG@F@iqq @ 5@i{@/W3@w>Y@zG=;lFEܪ? @ǶLBA֌y e@aQeF@zG@F@iqq @ 5@i{@/W3@w>Y?333334?BE_la@IlA c\@'!"F?333333@F@2f{h@/c)@@1[S A@.`Ņ@+MU@WtmE5~%I@ܫ ffAZHI.@ hGT?B@Y@F@,ϕu@/52H;@.3@/rQ&@/c%@5H6EUKWߤ@{IWA+O@ +Uw1F?CA0@F@'@B'ơ@&W˗*@'f+e@%- 6@%#l05.? +=p @9mFXT?fffffg&pEWU[@1SܱA̿wV@3ΊF?ffffff@F@!X:@ JV@!@ N j%@??zf,E4zb@HAЀi@4F?@F@ѓu@6^O@y@T}D@ƣt?ffffffTFXT?a +En~I@EA-#@1HaF?@F@Rz1@)I`@ٛ@@]|'@ng @nE;@EA@]9AA{~@:F@iP@F@t?Z@m@Ap@@m@s@ Ϳ\ܱFXT@?-( E҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI?\b8EibW@bjA°)@1$f}F?@F@)$:@*4,>@j@L@o?=p +=?;B$(Eue@rAа9@4ߔNF?=p +=@F@.|@V#d@I* !@s@<ݿ@p +=q?p EXÖXp@ı|WzAK&L@"P9F@p +=q@F@Z@ =@^|_@_tD@̜&;j?=p +=?1HEue@rAа9@4ߔNF?=p +=@F@.|@V#d@I* !@s@<ݿ? +=p@9mFXT?陙?iAERO:@h(0 +AIE@tBF?陙@F@+"@'z?333333?;Z?͌PE"e%x@cRBoAЭO@Bы(F?75@F@C@W텃E@Zo@oʸA@QEK@ +=p ?n hEQ +@W}PAոD@CF@ +=p +@F@l @OY@&/@iiSZ@*@?U6Em>)@g +lJAYY^ @#MF@@F@|oiW@w- O@Gi!3@AZ@&Ře?FXT@333333V-TBEG@ā94AuC@'LMdF@333333@F@&p@ySHU@?cH|@T$Z@3@?-EA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW@ bE|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊?񙙙?}UߘEvZN@^A@ǷF?񙙙@F@$XoK@#\2a @$a!@"-+@!6U@ 333333$V3FPE'W4@R5A\@,F@\l@F@ j@{Ļ +R@$!tȴ@KX]@-t^@K!E2oP@?A<6-@)(TxLF@@F@Ļ@KS@S4V7@0@ǪLdC:@GHvE҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI@333334pHdEŹvy@k-AҷI-,B0@>ͤGF@yOiʟ@F@SA@Ĉ@y@tk5@'a>d@0 EAlR8@A]T@ mT?{{@F@+ͯk^@.b*@-]DF@.}$)@/("x@YEG|z@0!AC{@@a7T? @F@.Gri@Z@@ ![@ n@3333331ϊEG@ā94AuC@'LMdF@333333@F@&p@ySHU@?cH|@T$Z@3?GzH?Zg PEtPwI y@xmKAb#, @ѫOF?GzH@F@%(@#Eg@$_q7@"}n9@"ʕJ2+@?"@F @R-A.|@ d F@#¤T@F@j@@ W9@sa)@h(a5?fffffgY*KoEf\@;H;A%@ F?ffffff@F@1%zd@/Zn]!@0=@-}cO@*׎r@?t e:EK +G@(9;AڳЩ@>2F@@F@'[@ɆI+@1EK @2Vy@\@ I GhEK2 @ƥ9uA%l@.gUF@ @F@vw@1۸`O@p҈V@Oŧl@a#n?ffffff2v7 FXT@ffffff?8)7YXEօp:4@{bAՀ&@/eTF@ffffff@F@]@o@nD@-@,F ?=p +=Y)8Eue@rAа9@4ߔNF?=p +=@F@.|@V#d@I* !@s@<ݿ@?,/.I_xF Z@FAow@ BNF@ ~c@F@asY@ITfa@@w@tQ@a&@cnn7B@Y@F@-U&x4@0/x@/ }0@02 Z@0nna@?>E+Ƴ@ͪ*!FAhQbd@X=͑F@qh@F@)C@*Pf|}@;hT @_f@/^D?zG|\H0FXT@?O90EC<@E_z0 +AGS@ 9]F@+X@F@R#y@?F-?@@3p@W@AG@0Ef|`@^|AԲ3@-. 6@PF@䝾H@F@2N^n%@ EM@,4mr@ } Q@C^r@?=OE+P2x @s.AGr@"Q9:F?;%o@Y@F@/-l@0V%@0)@1 p@1S݆@?>?fXE҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI@"Fr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi?333334}sE_la@IlA c\@'!"F?333333@F@2f{h@/c)@@1[S A@.`Ņ@+MU@Qx+EAp@vM.A,=[@3IeF@Q@F@\:ε@W "@Rq@@?333334?o=(E֥!g@¦IA5 1@[5fF?333333@F@#@"f!@# au@!ڬ@!LT~?=p +>@9mFXT?K8E3 @EÈ(A{x0@(gbF?@F@~Ym@<M@$j@=B7@x9"?=p +=?`E1wEg@JnAJ;@:RjF?=p +=@F@0[IEhJ@+^*hw@.1E@*aw@(!~\?zG|?KςY@QF?NFXT?333334D"E_la@IlA c\@'!"F?333333@F@2f{h@/c)@@1[S A@.`Ņ@+MU?EibW@bjA°)@1$f}F?@F@)$:@*4,>@j@L@o@ӅR\MTE8zO?@HzxWkAX9X;@ ۩^T?th@Y@F@,ۚ +@/M@.z\@/i@@0 SH?zG|?/FXT@zE o @|%A*@ݴDF@#?f@F@Bc @B7@;b@_\@3?zG|ȫFFXT?=p +=?SPE1wEg@JnAJ;@:RjF?=p +=@F@0[IEhJ@+^*hw@.1E@*aw@(!~\@ 0Z? EM@1-A@5+",F@ 2@F@T&C+-@o^@}?>@ۧ@xY?fffffg?uydJED<'s@zȃ`A q5tj@F?ffffff@F@-Ǒ@)t?٣hg@+Ev@(x@&d@Q?AFEAp@vM.A,=[@3IeF@Q@F@\:ε@W "@Rq@@@/Me4Ey @ ^;YkA@gTT?n.2@F@{A{@ vi#Q@ k^l@ 'W@!A=?\(\@9mFXT?? +pEn~I@EA-#@1HaF?@F@Rz1@)I`@ٛ@@]|'@ng @ө0iF,sj@ů=q 6A탧C@ +Z:F@D@F@ +a&a@ ?|@ -K@ +ӱe@ wӂO@n=pFr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@?jEI@v+Aw@;^|j,F@@F@{,@mh@Y@5$G@-?F5zE +ꍐ@X>UA+H)n@y2F?@F@2@0U[f@1v@/@,=0{@;k!E%Lt`@ٙ?AWs@ (F?A!6@Y@F@.`@0l@/!G W@07I@0t$B@?2?tE8Ĕ*@ÇLA8 ?Y@3MM[F@@F@HF 4@l#W@:T{@@Y?Q? ExjTv@/2^~A(wM@7WC!F?Q@F@?o@@6@O@kDv@`:C@?bE>1D@p{rQA֚@r"?F@ $=(@F@Cy~'@݂b'@|@X@.(>O^?fffffg-9R`Ef\@;H;A%@ F?ffffff@F@1%zd@/Zn]!@0=@-}cO@*׎r?ffffff.˖0E1н~r@B{AԴ@- fF? @F@FOǍ@9@?Y@,@W3@Y&V\E6؍A@8KAZW`@ RYjT?3 V@Y@F@,rS@/%3S#@.ǾvMk@/cFa@/F> @Ϳ'4EfK@N AшWn@@7g,F@@F@e픞@j`׃@ϒ7@f4`@ic,@r~@E=73`@{KAZ,;@ ѠT?hƒ)@Y@F@,a1@.|n@.{!@/#D7@/Wt߱@ ?1UtEWĈ@ɤRYA#n@'GF@ @F@x^n/7@C7>@(@u)@IUl@/t@ AW):@ 2H!F?@~@F@,% gԐ@.1@.C/W@/<Ӂ@/&apOQ@ 8K*E7_-I@SiAX6b@ ΄ؓT?@Y@F@,_,@/[Qhw@.@/D @0v?Gz@9mFXT@ eLtE`J=W @ȸ~{`A1@"=|F@ @F@Ԛi@Վϫ@iA@8d@YjIB?Q@9mFXT@↖?E4Kr@SEcAX + @ u냗T?3@Y@F@-N H>@/zǞ^ @/_yJ@/Pk@0"@?ЩH*xF9h@L!D@'#T@?E4$"qzo@߽FƏAU>m#@!HŘ#F?%i4/@Y@F@-Bc @/9:@@/f1q7|@0 +;@0KIq-@ ?E|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊@?[dFr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@zG?HZZEܪ? @ǶLBA֌y e@aQeF@zG@F@iqq @ 5@i{@/W3@w>Y??rR@E`384@A~ KA8E@UO@F?@F@(_T@@%ƓL@'g@$^ @#4na?? E%(ō@DiRARRrlM@2GNF?@F@eǒ@ @HRƺ'/@b@!@AGu@"(@@ hX̪b@@Mke2E*q b:@QQ͏AY ,|DDx@ YiUՂF?'(b@Y@F@-0q1N@/36@/yT@0 +/!@0H]dr?fffffgI+bEf\@;H;A%@ F?ffffff@F@1%zd@/Zn]!@0=@-}cO@*׎r@?suE҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI@?̾nbEI@v+Aw@;^|j,F@@F@{,@mh@Y@5$G@-?GzH?u8EtPwI y@xmKAb#, @ѫOF?GzH@F@%(@#Eg@$_q7@"}n9@"ʕJ2+@ ̿\pEQtB@X~A>t69t@$V}MKF@'LrZ@F@]̙ӌ@d@y@O*S +@R 4J??|D E`K*@A_{\Aoɂ@Un=F?@F@(_p@%8D.n@'T|@$DVn@#@333334?%+lE$-B@ĂzA8[#+@*0 L3F@333333@F@@^6@;A@>@0y?zG|?SQpE r@^D(XA h\Ӕ@cc~F?zG{@F@"S+!z@!91Y@"O@!+ёO@ ۜӫ@333333?ϵF_%@F +AIbE-@ *RF@~Y!@F@ $@ &%@ ˏ ^K@ @ 5#@?#E >ג@x8A;u@FɨF@kL+@F@T;,XC@vpM5@$O@@$\`E +ꍐ@X>UA+H)n@y2F?@F@2@0U[f@1v@/@,=0{@ͿhoE.@nA5N@*@hF@ t@F@g7VA@O;I@go/sG@o]@ =@.拢EO}@:I Aڵі@z'WF@R?g@F@ @N@ +_2Y@]:K@ HfUg@¾fvE4P@.5GAq`R@qT?o5I@F@_@lIo@1K@%[@ >P@333334?doxڀE$-B@ĂzA8[#+@*0 L3F@333333@F@@^6@;A@>@0y?ᙙ4^E/6!@V#TA +qkd9@eY6F?=M@F@0c0D8@,I>'@/ +]B.@*%W@(cd@ + +=p?Ca +EϖiSn@CAZLΜA#SSt@F@ + +=p@F@:6:g@DqLL@҂(@kDDU\@A@E,@Գ'eAYhd]@ /F?حU@Y@F@-~!U@/ŴS@/xe@0]+@0?1c??@E"p8OA@wzA-"c@mMIhF?@F@1A?@-O\@0?7:w@,$%}@)ha@ +=p ?᲎,EQ +@W}PAոD@CF@ +=p +@F@l @OY@&/@iiSZ@*@M& +{E^@2QAcg4b/Qg@{$T? '/@F@(L@+ȣ7k@+H@, 9 t@,;?zG|BNFXT@?έeyFr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi?񙙙?m'EvZN@^A@ǷF?񙙙@F@$XoK@#\2a @$a!@"-+@!6U?>FXT@ffffffKgEօp:4@{bAՀ&@/eTF@ffffff@F@]@o@nD@-@,F @?TY^?Fr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@?춦UDE+P2x @s.AGr@"Q9:F?;%o@Y@F@/-l@0V%@0)@1 p@1S݆?fffffg?ΣS ED;ʅ@aRkA +*o:@,?uF?ffffff@F@-ao@)tj>Y@+*Ŕ@( J @&d2X@yƗ0UEq@Y Ayu@@2rF@zm@F@Vq@3ȗ@9F@+,@OC?Q?(EF^R@z꩝AK#҆@(Q +F?Q@F@e@0PXi@V@D5a@bn&>?333333? WpE6 q@ SA+eٞ@hF?333333@F@#:@"ey K@#u)=@!Lz@!%*>@?[-E8Ĕ*@ÇLA8 ?Y@3MM[F@@F@HF 4@l#W@:T{@@Y?[~x|En~I@EA-#@1HaF?@F@Rz1@)I`@ٛ@@]|'@ng ??b E`K*@A_{\Aoɂ@Un=F?@F@(_p@%8D.n@'T|@$DVn@#?333334x@E5C z@ǂ]As@X5F?333333@F@0?@+f?@.|QC@)vԆ@'W?zG|XFXT??D6@E5R@'dAW@( + P5F?@F@ /ș@ +ra@ [2@_ިo@xe8@ GHE|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊?=p +=?m Eue@rAа9@4ߔNF?=p +=@F@.|@V#d@I* !@s@<ݿ?kE:_K@! A#d@(.=F?@F@ s`y@  0yg @ Ǵ@]@v7[,?QR? @Dm=@|׉gQAn %@ !F?QR@F@4z/6@1a@2d@0dg@-khS?=p +>@9mFXT@zG|89{UXEyUM@ł, A Q<@"_C'F@zG{@F@A@]ƨ@d-MfO@aMt@NX??"ōhEQU@CA@)qWF?@F@pi#@ԏ^u@*)@BP8@x@ ?_|EN@ɣD*A'Q^@'~zF@ @F@w@X|v@'\!Kh@,#@.yMb ?׮zG?T(ԫpFXT?җɿ=@E:_K@! A#d@(.=F?@F@ s`y@  0yg @ Ǵ@]@v7[,?QqtEF^R@z꩝AK#҆@(Q +F?Q@F@e@0PXi@V@D5a@bn&>??ـ?En~I@EA-#@1HaF?@F@Rz1@)I`@ٛ@@]|'@ng ?@9mFXT?\(@9mFXT@.JE%k)3w@m,AX;,7-@ cF?s@Y@F@-`^@0>Pܬ@/׌@01O@0n,;b?p +=p@9mFXT@?2 F [o@%n6A%@ 9F@!ReK=@F@CEu@v @ev9 @A @s7>@ ?FN!0EK2 @ƥ9uA%l@.gUF@ @F@vw@1۸`O@p҈V@Oŧl@a#n?fffffg?BHE(_@%A̍x@9ٷF?fhEZ}@F@!G4@ ϛ@! @ Y>Ph @ӤpH@fffffg?F,ק@' A/G@r$F@g%P@F@5@ %@ ?-@ %jQ@bI@sOE6S3@`A".@QF@U!@F@ze@Y@3n@Ç^B@T[@d7- +E[ @%^|ZAu/@nУF@]M@F@4k@^{ <@E +r}@]@03!@?]=E/}N @ż6uXA`v#y@=1)F@@F@ p@Xwr@dZ@0@lKܐ?Q10FXT?񙙙?%ʋEvZN@^AοGu@1:2DF?@F@$K`}@#\ '@$T @" Q@!):@ƦPFP"H^@FrAgoHF@ U +F@iPY@F@6p@;?G@Ї{@?@:@orFE*L@dA?ɜ6@T?f:@F@r+@ۆ[@NNc[@ ,Ёv@ 7WH@ +ffffff?3",E٢@ɮ1CAH7w@?pF@ +ffffff@F@ +gw@%@7yK@Nr@Du?Ϳኖ`vEQ/@~">AiM^1@?V(^F@Kr@F@^cr@q@f![@E_@.t@y88@̉U@mI0@ 懲^E|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊@fffffg?+pWdF"\@ΨhAӺCj,@ A*FM_F@is@F@H@ò@t@1^ @Kz??g^Ekб`ֲ@}AyE@'vF?@F@&Opͷ@$tv@%@#-@" AP]@ ?g@.0:@iC!Ecw@4AҖx@2Ϧ)F@nq͢@F@%GV[a@OY@6Bh@P@??ث8E:ny"@CAMK@3BF?@F@$@@KT"N@e!$.@PR/@fffffghE#Wu@v%|A?Iu @ 0:F@ffffff@F@r-z@g}@c.q@Y/+@DP@֛@a^E҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI?pEUJGj@K uiAw@B eYF?@F@!o4@!$@"F*@ 1 U@ Y2@?"Ɠ2REA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW?QRsLpDm=@|׉gQAn %@ !F?QR@F@4z/6@1a@2d@0dg@-khS@4Eg@q Aؠ: @"؉BF@a@F@^@/R]`@|ea@po@i @zv Eo2z@Sq?iAԵ\2@1cnTF@@F@ k7@H_A(@VvV@e@_)??țEKR={@rAm@ _uF?@F@,_@(qª=c@*B i@'.Gg!@%+H?\(?iEw0cB* {@3]A/f"@۽̼F?\(@F@$ĩ @#@7}@$"'@"C@!ӓ,@?q_Fr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@? ZFr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@Q?LB]EAp@vM.A,=[@3IeF@Q@F@\:ε@W "@Rq@@@?ߴ+s$F,ֻ@cټ@#A?7@VF@T@F@zZ @!+D@ `+@Ґu@ð8@ 333333giEhW<<@`4A69@N}lF@?rna@F@kt=@k@=;)@`&e@AZ ?陙?%[ERO:@h(0 +AIE@tBF?陙@F@+"@'z?333334*3NE_la@IlA c\@'!"F?333333@F@2f{h@/c)@@1[S A@.`Ņ@+MU?GzH?i@4tLE#i֊@.p}AWR>X'%@!2F?푧\лo@Y@F@.'CJ@0)Dl@0 +n>U@0F>@0w?=??mUEMɮt@ˍt*Ak/@B[LF?@F@!! bCG@!%:M@"j)U@ R@ U=-@-}IE5No7@Dj88Ajm@/T?T@F@pJj@ 4A@ bz$|@!?D@!36@?&d~DE&@7ŴAю}L@61F@@F@C)d@h7}J@@d˖nS@f%@ +?Ef@toFAG`J5@$=5F@ +@F@ʴZ@O@)LU9@@( +/Zk@ssE҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI?333334?",v:E_la@IlA c\@'!"F?333333@F@2f{h@/c)@@1[S A@.`Ņ@+MU@ŒԵFEi8 G@A#rT@55NF@@F@kx@ צ@I Rh!@>@j/@A'Em>)@g +lJAYY^ @#MF@@F@|oiW@w- O@Gi!3@AZ@&Ře@¦y+F*I@x f'B!4&g'?7%F@پ@F@GT5@8|@0ՠ@n?fa@?qnF [o@DcA셫J@ 6UԖkF@g@F@lE@ eB +@@ +%ɵQ@ dTw@333333?WE宮؋@Ă@m2A ~@(X)F@333333@F@5@b@HG%@#@S@Q$mj7pFXT@?hˈFr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@ffffff?VCyEh,o@߷JAlo@͕UF@ffffff@F@cubv2@r}N@u4a@:{@3Қ @\(?ׅi=dE\ ׹e@Sm`A!Sz!Sh@2&F@\(@F@~s@ ͘@())@@ϛB@333333/r=E5N!u@GYhAZ`x@@F@[ @F@f{K@?ѓc@j@V[@ 6@ ?h_)6E|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊?ڇA!EQU@CA@)qWF?@F@pi#@ԏ^u@*)@BP8@x?=p +=EgqtEue@rAа9@4ߔNF?=p +=@F@.|@V#d@I* !@s@<ݿ?zG|Rvg@FXT??զX2EQU@CA@)qWF?@F@pi#@ԏ^u@*)@BP8@x?333334tFZFXT@333334a,XE$-B@ĂzA8[#+@*0 L3F@333333@F@@^6@;A@>@0y@n͝"E2oP@?A<6-@)(TxLF@@F@Ļ@KS@S4V7@0@ǪLdC:@.%EkRQX@A0w@GʰFF?ܸQ@F@$I-@$I0ؖa@%e@#}4 @#^le@ +ffffff?UVE٢@ɮ1CAH7w@?pF@ +ffffff@F@ +gw@%@7yK@Nr@Du??lsEn~I@EA-#@1HaF?@F@Rz1@)I`@ٛ@@]|'@ng @m`YEzb/@L$oA"L@8fDkF@@F@sj +@%@P_/@UR@??zTE'ue +@\A RiR@A4F?@F@0깸r1@-r;@/P5@+wSm@(Z5??pG8EUJGj@K uiAw@B eYF?@F@!o4@!$@"F*@ 1 U@ Y2?333334?x7`E֥!g@¦IA5 1@[5fF?333333@F@#@"f!@# au@!ڬ@!LT~@ +ffffff?S\(E٢@ɮup%AH"q@ZF@ +g?t@F@ +4b<@%Ռ@@N.UI@&'?Qe-ExjTv@/2^~A(wM@7WC!F?Q@F@?o@@6@O@kDv@`:C@(;TFr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@ffffff?E12HEUSF@ԎmuA]]wT=@ l%HF?L8\@Y@F@.B~@0mW@/r o{@0 ({2@0SE$@?r3E+P2x @s.AGr@"Q9:F?;%o@Y@F@/-l@0V%@0)@1 p@1S݆@333333?smFjpT@ĤO9AܚRb@ =F@@F@F@ hϏY@ fǜÑ@ +}_e»@ l@ {wqev@?=YYepE#CO)a@ק8thAZTY=@ 2u\Y-F?k]@Y@F@-6/@0A@/٦@0 .|@0Ydu!?#BEkб`ֲ@}AyE@'vF?@F@&Opͷ@$tv@%@#-@" AP]@ +fffffflᾐEVx}@Lq|3Ak6N+@]&F@VH@F@*>@@ʄ@ZvƭaS@$@' +o~??EHgE4zb@HAЀi@4F?@F@ѓu@6^O@y@T}D@ƣt?zG|"ZFXT?QI* EF^R@z꩝AK#҆@(Q +F?Q@F@e@0PXi@V@D5a@bn&>@?b_ +F{@űLAQgH@ B4H2F@Y%cg@F@ +2>вf?@  ]@ DG@ UMP;@ PjH @?kWYERɿ@SbA۠m*.@:zF@@kz]@F@q3߿@P&@zB%P +@3X}@pJf?{+fE3 @EÈ(A{x0@(gbF?@F@~Ym@<M@$j@=B7@x9"@? ܻ ENZ@WϭEAn2"@گvwZF@ k@F@݈@W8 I@Nm3@unF@Y@?,EA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW??[ +p<\EqDq~@/R5AÝJEdi@TMPF?@F@%|7@#i#|@%LQMv@#3~o@"[@333334?=efE$-B@ĂzA8[#+@*0 L3F@333333@F@@^6@;A@>@0y@?F̖FV|@\=AᄕL@gBF@@F@  9@1@]cS@аG@UfI;?333334ZIiFXT?zG|@9mFXT@333333?~SF(P=@KAa@ 4qN:F@2W?@F?<@T@@a@RA@ 333333?Mx\EF&:j3@Ȇ4}ApO@ F@ 333333@F@9@@'@9#@0+@333333?/U0E;1&@̤ XnAٽ V +@zsF@?t63@F@2o7@x @#@F(l@,H8,?fffffg?*B-Ef\@;H;A%@ F?ffffff@F@1%zd@/Zn]!@0=@-}cO@*׎r@ ͿU +&YtEגl@:W{A7@xh2F@ tꍨ@F@*h@W$@Dn@^v|o@["@3?I*h0Eq%]@@0sA]Ծ@ f5T?3]$D@F@*?D@,@,HJ/@-6su&@@-Ƽ,?ٙ?ί1 E\3@RA[nӒ@bF?ٙ@F@1@.eт~@05J6@,-@*DJow? +=p @9mFXT@? z|F,ֻ@dUh;/A>׀/@"WF@db(@F@zE @ڞ@ O@Z^@XR $@pUQpE1՞@ 7xlA\yKFV@ .oyT?l5@F@*7Wd@-*@,q[r @-_K@-slS@?ѺPEo2z@Sq?iAԵ\2@1cnTF@@F@ k7@H_A(@VvV@e@_)?=p +=$htE1wEg@JnAJ;@:RjF?=p +=@F@0[IEhJ@+^*hw@.1E@*aw@(!~\?zG|? N'E r@^D(XA h\Ӕ@cc~F?zG{@F@"S+!z@!91Y@"O@!+ёO@ ۜӫ?Ϳ_BEqDq~@/R5AÝJEdi@TMPF?@F@%|7@#i#|@%LQMv@#3~o@"[?陙?u- ERO:@h(0 +AIE@tBF?陙@F@+"@'z@?K$Qv,E3F@&5^AU[`@!/YMF?^5?|@Y@F@-: v(@/2R@/X*l}@/#j̡@0Ar?fffffg?ܔaEf\@;H;A%@ F?ffffff@F@1%zd@/Zn]!@0=@-}cO@*׎r@333333?x&hEav%@Ă!A@N@(C7F@333333@F@7@]+L@(x`@9}@;?gE@̿j +ApE-@ @+!A<|-@ ׸F@jEe@F@ 4ٿ @ V}e@h\@@x:@ޕ@ 3333339x>E8@Ȫ9j'AgJܹ@1eF@ 333333@F@^8{@@ץ"j@l7@fJ @\]?=p +=?r]Eue@rAа9@4ߔNF?=p +=@F@.|@V#d@I* !@s@<ݿ@?%0Fr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi?rEC`Ķ@`/t4A$e^@/ dF?@F@%CJx@"ѱN@v@@:W,@hǙ @?TE4$"qzo@߽FƏAU>m#@!HŘ#F?%i4/@Y@F@-Bc @/9:@@/f1q7|@0 +;@0KIq-?zG{@9mFXT@333334mo?FXT??Y9REUJGj@K uiAw@B eYF?@F@!o4@!$@"F*@ 1 U@ Y2@ ,E*` Tj@jckQAZOm@ kF?)a@Y@F@-ZǍ;@/>m@/t|@/@ +Q\AWZ:@ GaF?At>=@F@,%Y2o@.Ҍ'@.Cb@/'@/4?L@Q9`E҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI@񾩋OREram@iAWu@1# NF@ KѪ*@F@&@6A@(@0 is@,?fffffg?{VqED;ʅ@aRkA +*o:@,?uF?ffffff@F@-ao@)tj>Y@+*Ŕ@( J @&d2X?fffffg⍀FXT?333333?'8E6 q@ SA+eٞ@hF?333333@F@#:@"ey K@#u)=@!Lz@!%*>@򸖁sE*DY@ (AY҇_@ .+QF?TuK@Y@F@-n@/ˋO@/;@0 bDE@0@Xϥ%?fffffg0?3333344E5-j@֘? 2AW +@nF?333333@F@0@+fӯ@.gc@)X@'/Z?zG||+ FXT?^ejEg?@E0atAЮr1=@?4\LF?Z%@F@ e<;@KRS@ v{,@'dV%@UBp-@a-F+jE8Ĕ*@ÇLA8 ?Y@3MM[F@@F@HF 4@l#W@:T{@@Y@?CXEʟ,@%OBAS:L@. F@@F@~NP@X$@!@oTv:@8a|d@?xqE@A A:g@bfk1T?s@F@kT@!ea@ ѪBЂ@!K@"2Jǥ?zG(7}FXT??꼳 + ER2\@]zIA\[nZ@* F?@F@ 'XU@ whS@ Ⱥ>{#&@cp!A@|-0Q@5]E-%H@ʃvAY;@ րmmQF?뭁v@Y@F@-w$;$m@/2@/q,dG@/k9H@0;qʜ@YQE2Q C@xjAZ xT@ 7F? ~@Y@F@- '>@/]VF7@/ +->ٗ=@/CH7@0 zhf!?Ϳ(E`聀K?@7XYuAE@ALOyF?HJ@F@,?Y&@'i8y@*@%2ޥ@#,6?fffffg?B%W E(_@%A̍x@9HF?ffffff@F@!H*@ ϛ@! @ Y>@Ӥ>2@rc pFr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@ ̿YsEN@S,AՅё@ `sF@=Qy@F@J{E@Alu@ٍgU@f\@č~D@?̴"&@E҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI@fffffgE1g"Eք#k@ܝHAՀ,N~@{7F@ffffff@F@]->t@epy@n^wD@I#{63@, @@0y?fffffg#=ESJ~@0ĚA̽\v@3IF?ffffff@F@!O@@ đ#Y@!8PH@@ NhB@~A?zG|&7FXT@3?b6@E觰H@t^AWǘuU@ eF?RJ@Y@F@.k}eH7@0;|3@0"@0W | $@0Zk@{4EҀ@Ŵ:04iA۔Sf@B\,+F@@F@H<@+Н@iR@!tg@[͍#Y??sRIRE%(ō@DiRARRrlM@2GNF?@F@eǒ@ @HRƺ'/@b*cE6 q@ SA+eٞ@hF?333333@F@#:@"ey K@#u)=@!Lz@!%*>@Q` ZEq?z(5@G8_ArlK@9ݫ߇F?%|o@F@$-u6Nn@# +"\ @$:3Rq\@#tAҁM@#*MQ@333334m"F@`A>ܬt@ RMF@#vX@F@:Q@5Ǵ/@$ +)@Ӊ\@ B5?zG?a]ըxELᠶ@X1YF(AX;A@)uYF?zG@F@ waL@ 30x@ N@@'#T@?Uq&EA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW?fffffg?_9ED;ʅ@aRkA +*o:@,?uF?ffffff@F@-ao@)tj>Y@+*Ŕ@( J @&d2X@3333338ṈDFXT?fffffg?69EG|@/R A̶+pgp@4V~nF?ffffff@F@!@ և=@!չU@ O( @U@?Fy^`E+P2x @s.AGr@"Q9:F?;%o@Y@F@/-l@0V%@0)@1 p@1S݆?zGҷaFXT@?E$YFSH&@0[^@AwhU@ EoF@%84֡@F@pb @;@rZ(@!{ӡ@@?QȹaȥFXT??ٖV0E'ue +@\A RiR@A4F?@F@0깸r1@-r;@/P5@+wSm@(Z5?E +ꍐ@X>UA+H)n@y2F?@F@2@0U[f@1v@/@,=0{?Q]~םFXT?@E4zb@HAЀi@4F?@F@ѓu@6^O@y@T}D@ƣt?^suEibW@bjA°)@1$f}F?@F@)$:@*4,>@j@L@o@ 333333?UFEF&:j3@Ȇ4}ApO@ F@ 333333@F@9@@'@9#@0+??ڤ!:@j@L@o@󤺒EAA@9&AW{@ Ym;F?B0 @F@,%0U@. mk@.CG@/l@/@1$u@333333Υ@j@L@o?zG|ܘ٨fFXT@zGvVEܪ? @ǶLBA֌y e@aQeF@zG@F@iqq @ 5@i{@/W3@w>Y@AY9E҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI@(?6IBGE۲vd@d(UAEO@R6VT?>=Ć@F@qv+;@ st/@{h]X@ ?}2q@!Bp?? PEUJGj@K uiAw@B eYF?@F@!o4@!$@"F*@ 1 U@ Y2??+1EtTm@Aй2!@8t"pF?9@F@ s5@P@Q@Q᭐@ن{?333333rpEs@XA] u;1@L*xpF@GD,@F@%fQ=@"^.js@$K@!+i@'@ +oh?333333?>I{E6 q@ SA+eٞ@hF?333333@F@#:@"ey K@#u)=@!Lz@!%*>@#XEĒf1@5VcrA8@YT?8\h@F@)/Iu@J +@oO@ B>@ 2`|??<PEKR={@rAm@ _uF?@F@,_@(qª=c@*B i@'.Gg!@%+H@E1jLE@xT#SA[S_@ UF?o~=@Y@F@-"`ďd@/hmZ@/+}[@/@0Z?ᙙEmE/fQ@$;5QA ۻ@GF?"f@F@0Z($@,JZL@/ +Z@*`SZ@(c2b,?zGIO@ELᠶ@X1YF(AX;A@)uYF?zG@F@ waL@ 30x@ N@@'#T?GzH*f7FXT@?zEzK@.7Aʃ@>(5F@ @F@@N @ģX@@Bi@6d/Χ@ ?0&E|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊@ ?!s9EK2 @ƥ9uA%l@.gUF@ @F@vw@1۸`O@p҈V@Oŧl@a#n@sO $Ezb/@L$oA"L@8fDkF@@F@sj +@%@P_/@UR@@?2TkEzb/@L$oA"L@8fDkF@@F@sj +@%@P_/@UR@?ٙꪍTE\3@RA[nӒ@bF?ٙ@F@1@.eт~@05J6@,-@*DJow@ + +=p?ՙ+EϖiSn@CAZLΜA#SSt@F@ + +=p@F@:6:g@DqLL@҂(@kDDU\@A?#')pEgDv{@|pڨA:]K@uYuWaF?@F@"]@!CR`.@#R{@!h$3@ 9Ӝ*q?Ϳ-O. E=u|m<@qn`A+4F@}TAF?9N'@F@/'=җO@*u=@-#@(t_@'D:\?zG|??.FXT@?A^+ +F + ߕ`@u;ojAߌy?|@F@E@F@ +8Wr7@b~pD@ WA`@zs@<[@ + +=p?Ӭ* {EϖiSn@CAZLΜA#SSt@F@ + +=p@F@:6:g@DqLL@҂(@kDDU\@A@+htEppA@' AyϚ@4673F@P"W@F@b@mJ@m@Ax@_È?fffffg? YXED<'s@zȃ`A q5tj@F?ffffff@F@-Ǒ@)t?٣hg@+Ev@(x@&d@?8dEK +G@ͫ c9Aۗ5͎@zF@ڤ+@F@{@m3_? @ U4G@ FA@\9&@ ?Uv2,XEN@ɣD*A'Q^@'~zF@ @F@w@X|v@'\!Kh@,#@.yMb ?\(ÿmh+=FXT?? u2nE9F@@rAvkZ@\@L[F?@F@"w>@!*l`>@")h@! @@@ e]?*tEibW@bjA°)@1$f}F?@F@)$:@*4,>@j@L@o@?MZDEzb/@L$oA"L@8fDkF@@F@sj +@%@P_/@UR@@\(ÿ HE\ ׹e@Sm`A!Sz!Sh@2&F@\(@F@~s@ ͘@())@@ϛB@3 $FSH&@ũb( ANot@ @AF@!{fQm@F@I,F @]uO@֟+@޽_@Gun@?E*ޚVi@3_AGf5N@"U8F?f3]@Y@F@/ n#2@0r@0yja4@1} 1@1J?=p +=?A_YhEue@rAа9@4ߔNF?=p +=@F@.|@V#d@I* !@s@<ݿ?̿.@hjsE`@@A_{\A+@U(5F?@F@(_d@%3*K @'>K@$5}@#ے@?dd3E,O@O<wA՞}@ w$F@@F@'ٺx@Z @M@XƏR@=jz@/uJj@?ث;LPFr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@C2`F~j\@#Aa@ zhF@ }GZ1@F@ +,ht@ U6f@ +쮁@ oM /g@ 9 %?*E'ud@ZA @@EF?,_[+@F@0zG@-4@@/P!k@+w +2"@(Pԥ#?fffffggED;ʅ@aRkA +*o:@,?uF?ffffff@F@-ao@)tj>Y@+*Ŕ@( J @&d2X@?[8"xEW@8iA>}h@xF@PaǛ4@F@d( +@!y#S@ @9{^@/?zG|󗍽<FXT@ffffff?s Eօp:4@{bAՀ&@/eTF@ffffff@F@]@o@nD@-@,F ?zG{@9mFXT?333333qHEE6 q@ SA+eٞ@hF?333333@F@#:@"ey K@#u)=@!Lz@!%*>@DEo2z@Sq?iAԵ\2@1cnTF@@F@ k7@H_A(@VvV@e@_)??6UXE`384@A~ KA8E@UO@F?@F@(_T@@%ƓL@'g@$^ @#4na@iӰE>~E@(N>A5S@(diF@ +mdQ08@F@A@@ck@@ +]H?333334;E_la@IlA c\@'!"F?333333@F@2f{h@/c)@@1[S A@.`Ņ@+MU@Q?:sEp@Ů]oRAZ +s@se%F@Q@F@ö(;@˖2ݿE@,F)$@\@!@?EA@l5AWUr@ ȟaT?F]cf@F@,%C p+@.Tq@.C@/Pǁ@/H@?p„(E+,Dc@təK0zAG#he@"R?F?C-@Y@F@/H@0r9@05v@1 r6@1S/0@333334{)7^F@(Az @ F@$%@F@@ +۠@ơ@yJ@s@ Ϳ[ME눈/@^C$ZA +C@NUF@1'o@F@^Î s@( +z@OAU@N$h@ =d/?Gz@9mFXT?Gz@9mFXT?GzH@9mFXT@?삅E҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI@ffffffr&UJEօp:4@{bAՀ&@/eTF@ffffff@F@]@o@nD@-@,F ?陙d˯xERO:@h(0 +AIE@tBF?陙@F@+"@'z@?'HxE/}N @ŷð}!AiCW@=!PUtF@ؐOn@F@ j@ߨi@`L@.nC@jLs@ ?Ǽ^pEWĈ@ɤRYA#n@'GF@ @F@x^n/7@C7>@(@u)@IUl@/tG@A|cI@1@0=?zG|?sp/FXT@@\'FXT?\(?%uhEw0cB* {@3]A/f"@۽̼F?\(@F@$ĩ @#@7}@$"'@"C@!ӓ,?\(ÿ¡ FXT?GzG@9mFXT?Q?kFXT?Q%>?FXT?񙙙6.TEv4^s@'W*A׎@8F?3շ@F@$Ĝ2tR@#Zm-@$\@",@!li\A@ ?EN@ɣD*A'Q^@'~zF@ @F@w@X|v@'\!Kh@,#@.yMb @m"kE8Lp&m@݂A['6P@ T »T? +D _@Y@F@,h"@/ +r}@.@/H P@/"\+@?1beE2oP@?A<6-@)(TxLF@@F@Ļ@KS@S4V7@0@ǪLdC:?zG|< +SFXT?fffffg?ȝESJ~@0ĚA̽\v@3IF?ffffff@F@!O@@ đ#Y@!8PH@@ NhB@~A?zGqtPIELᠶ@X1YF(AX;A@)uYF?zG@F@ waL@ 30x@ N@@'#T@ŕFr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi?333334 B7>E.J@1'A>,u&@ŠF?333333@F@#*Z@"fl_@#@!fIA@!M@?+EA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW@ +kQeE"4@ěAsAgf@D~F@R͊@F@/$w@T @2]#@_ +@%hP@̿ ̈́E^t@Aцo@7zF@@F@U@lTC5@4ɿX@h,+tG@j ?&sCOEKR={@rAm@ _uF?@F@,_@(qª=c@*B i@'.Gg!@%+H?\odEYh@'dA @(F?@F@ )3 U@ Ga@ ?m@_vI@x?i ?整6ugEUJGj@K uiAw@B eYF?@F@!o4@!$@"F*@ 1 U@ Y2@ +=p ?TBy88EQ +@W}PAոD@CF@ +=p +@F@l @OY@&/@iiSZ@*@̿F m M@ pʭũA:m@ +L**ZF@" Om\@F@,@Hdif@&7@{6@D?=qFXT?ᙙ?<--E/& +Km@RUfUA}%@.#F?ᙙ@F@0v]U@,I8~@/ ҙ k@*@(c-IWl@ + +=p?)EϖiSn@CAZLΜA#SSt@F@ + +=p@F@:6:g@DqLL@҂(@kDDU\@A@\(@9mFXT@g_8@E|̒@77}ACL`m@ +yjPfF@ +ǁd@F@*^k@@@c?@ˡJ@ +?Q?XfPFXT@333333?2|E;1&@̻āAٔ*@q$ZF@333333@F@@ @w@l%x@5os@?\EItn@ˀAaxj@*YcF@@F@.@Ut5@*@_@*8@333334@};bE$-B@ĂzA8[#+@*0 L3F@333333@F@@^6@;A@>@0y?Ql2FXT@?`-LE4$Y'V@߽fuzAU#2 @!H!F?%[BE@Y@F@-BL" @/@N@/f7'2л@0a/@0K>?[8Ekk0@s۬ARRrlM@F kqF?Ϛ@F@*s <@%g@(X= }@$sʁR@", ?zG|*5-TE r@^D(XA h\Ӕ@cc~F?zG{@F@"S+!z@!91Y@"O@!+ёO@ ۜӫ@ AJE$&M@FXA[MI@]__F@N;@F@4 @Z@JK ?@խ̑@,w?a^Ekб`ֲ@}AyE@'vF?@F@&Opͷ@$tv@%@#-@" AP]??fP E',@\A幄@A?1FbF?@F@0 +5@-j6u@/f@+w`+e@(g_T?333334?fr 6w@E_la@IlA c\@'!"F?333333@F@2f{h@/c)@@1[S A@.`Ņ@+MU@?rcMEA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW??hC=DEkб`ֲ@}AyE@'vF?@F@&Opͷ@$tv@%@#-@" AP]?陙?}/^2pERO:@h(0 +AIE@tBF?陙@F@+"@'z?zGf0ELᠶ@X1YF(AX;A@)uYF?zG@F@ waL@ 30x@ N@@'#T?zG|VhE r@^D(XA h\Ӕ@cc~F?zG{@F@"S+!z@!91Y@"O@!+ёO@ ۜӫ@/p9gE6[@"Z6Aeۂ, @lT?,<@F@SغS@*?@}8@]U@ ELᠶ@X1YF(AX;A@)uYF?zG@F@ waL@ 30x@ N@@'#T@?SLv)rEfK@N AшWn@@7g,F@@F@e픞@j`׃@ϒ7@f4`@ic,?=p +=h;5IPEue@rAа9@4ߔNF?=p +=@F@.|@V#d@I* !@s@<ݿ?GzH?ܖ֐FXT@ 333333荦Z#E8@Ȫ9j'AgJܹ@1eF@ 333333@F@^8{@@ץ"j@l7@fJ @\]@?<XFr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@333333YFW@UqAwj@ Tl'F@@F@ lz⹣@ WE@ +p%W@ 0#9@ rk|@?^F,ֻ@dUh;/A>׀/@"WF@db(@F@zE @ڞ@ O@Z^@XR $@CE"j@(Ԁ$AJ7@/@ T?Q@F@|?*0@!1j@ g2RJ@!Ec7@!қڙ??}HE:_K@! A#d@(.=F?@F@ s`y@  0yg @ Ǵ@]@v7[,@Q?v)Ep@Ů]oRAZ +s@se%F@Q@F@ö(;@˖2ݿE@,F)$@\@!?ͿGA޹E`OL0@A_{\Aj@U?0_F?+d1@F@(_Y@%[ڹ@'/@$ө|@#۸?GzH@9mFXT?=p +=&wEE1wEg@JnAJ;@:RjF?=p +=@F@0[IEhJ@+^*hw@.1E@*aw@(!~\@333333W[EG@ā94AuC@'LMdF@333333@F@&p@ySHU@?cH|@T$Z@3@ ?{xBE`J=W @ȸ~{`A1@"=|F@ @F@Ԛi@Վϫ@iA@8d@YjIB??IBxhE +ꍐ@X>UA+H)n@y2F?@F@2@0U[f@1v@/@,=0{?=p +=x3FXT@?QfEz_|@o38PAіFIW@4jX06F@@F@.L@dx@_3B@__A@bp3@ 333333?Z: E8@Ȫ9j'AgJܹ@1eF@ 333333@F@^8{@@ץ"j@l7@fJ @\]@ 333333ׁE8@Ȫ9j'AgJܹ@1eF@ 333333@F@^8{@@ץ"j@l7@fJ @\]@?꼕9PEAOs@+{&cAW)t4@ :s-F?_حV@F@,&$ho@.֪q@.E@$@/\E@/;ͦk@zG|???@0EyUM@ł, A Q<@"_C'F@zG{@F@A@]ƨ@d-MfO@aMt@NX@?+;E+P2x @s.AGr@"Q9:F?;%o@Y@F@/-l@0V%@0)@1 p@1S݆@ ";pxE|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊?̿.E`K*@A_{\Aoɂ@Un=F?@F@(_p@%8D.n@'T|@$DVn@#@ ?溫H.E`J=W @ȸ~{`A1@"=|F@ @F@Ԛi@Վϫ@iA@8d@YjIB?zG鵷(ELᠶ@X1YF(AX;A@)uYF?zG@F@ waL@ 30x@ N@@'#T?Q?j${VFXT?Q?+ [ExjTv@/2^~A(wM@7WC!F?Q@F@?o@@6@O@kDv@`:C@ffffff.=. Eօp:4@{bAՀ&@/eTF@ffffff@F@]@o@nD@-@,F ?\(@9mFXT@ q@EK2 @ƥ9uA%l@.gUF@ @F@vw@1۸`O@p҈V@Oŧl@a#n@?;Eo2z@Sq?iAԵ\2@1cnTF@@F@ k7@H_A(@VvV@e@_)@dKE Q@jQȀAȈ@ C;~T?YJ@F@[@!=@!y@!vwS@"K3@Fr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi?QnFXT@GzH?I9ghEBZSI@ֵAm[@1knHzF@GzH@F@`a@K@(f@W+#@܎?QvfFXT@?㘧KE*T a@h#AG~_]d@"RQ_F? +R@Y@F@/h6@0VXN@0`Kf@1 ZH@1R:?333334nCO0E_la@IlA c\@'!"F?333333@F@2f{h@/c)@@1[S A@.`Ņ@+MU@h\yRE҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI??eEkCYd@ܬj|Aw<@'|bF? `@F@&P .!q@$u@%S@#"Iv@"zŋ*@?#0REkpM@ƨKA +,u&@ŠF?333333@F@#*Z@"fl_@#@!fIA@!M@?×/Eʟ,@ -aAӆ5@-fTF@h@F@|ӈ@L(3@k@cG@^8W@PM>Eҿ Sb@ĄNIpAAi*N@A0;F@@F@zP}@Nެ@bRa@>@uM@?ϡ(iF6 +F@;}AE=@ hQ F@27@F@ ^\@9H@ n4q@qo{k@pS?׮zGӆ${#uFXT?GzH?%-FXT@333333?:"F(P=@KAa@ 4qN:F@2W?@F?<@T@@a@RA@夲:AE&>tpV@^~AYuE75@ ^EF?[0HA@Y@F@-RY@//Q@/!@0)I@0Vzc? UqE:_K@! A#d@(.=F?@F@ s`y@  0yg @ Ǵ@]@v7[,?zG|@9mFXT?̿JK@$5}@#ے??ܺE'ue +@\A RiR@A4F?@F@0깸r1@-r;@/P5@+wSm@(Z5@333333c8FN z=@ E A6";g@ U+ҥ@'1@zp?\(ÿ%2FXT@\(@9mFXT?ᙙaC~!FXT?XE3 @EÈ(A{x0@(gbF?@F@~Ym@<M@$j@=B7@x9"@ 2brE|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊@ 2E|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊?F诨E'ud@[]c;AV@AåJF?.@F@0u@-ƉyF@/! @+wqA@(Mxm8?333334_"DE3pң@粸Av@|fE&F?X^@F@##q@"f{CG@#r[@!RCZ@!?!@ ?:3E|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊@p +=q9ZEXÖXp@ı|WzAK&L@"P9F@p +=q@F@Z@ =@^|_@_tD@̜&;j?MzE5R@'dAW@( + P5F?@F@ /ș@ +ra@ [2@_ިo@xe8@ڠ5ahE8Ĕ*@ÇLA8 ?Y@3MM[F@@F@HF 4@l#W@:T{@@Y@?!E2oP@?A<6-@)(TxLF@@F@Ļ@KS@S4V7@0@ǪLdC:?333334?@( E֥!g@¦IA5 1@[5fF?333333@F@#@"f!@# au@!ڬ@!LT~?@9mFXT?̿fذE:ny"@CAMK@3BF?@F@$@@KT"N@e!$.@PR/@̿@!E&@7ŴAю}L@61F@@F@C)d@h7}J@@d˖nS@f%@`E}@ƕ~5h`\AFվ@9{F@ No@F@͂F@HF@\@fNM@KK?fffffgܒzʻcFXT@oE#:;Q5@AC(TwAY({ Bo@ \bHF?}2f@Y@F@.~@0+&~M@/6@01@0kJ + ?)x,Ekб`ֲ@}AyE@'vF?@F@&Opͷ@$tv@%@#-@" AP]?? (EUJGj@K uiAw@B eYF?@F@!o4@!$@"F*@ 1 U@ Y2?zG| FXT@UmiE؟o#E@sȮ+Af +<@ t F?F)J@F@]a@* @p8%=@EVA@S33m?GzH? (FXT@KGrEo2z@Sq?iAԵ\2@1cnTF@@F@ k7@H_A(@VvV@e@_)@?8E,O@O<wA՞}@ w$F@@F@'ٺx@@)u02@+qí@(,@&eY@?Եʰ2F9h@L!Do@Pۄ@=@[@ǂf/|!@ Fr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi?333334?3JTE_la@IlA c\@'!"F?333333@F@2f{h@/c)@@1[S A@.`Ņ@+MU@?0ZE+P2x @s.AGr@"Q9:F?;%o@Y@F@/-l@0V%@0)@1 p@1S݆@?$(EA,@0?AW6>@ 7 F?@x@F@,% @.Θn@.Cn@/n@/)s@ }&E`J=W @ȸ~{`A1@"=|F@ @F@Ԛi@Վϫ@iA@8d@YjIB@333334}7E$-B@ĂzA8[#+@*0 L3F@333333@F@@^6@;A@>@0y@ffffff?ŭq +20Eօp:4@{bAՀ&@/eTF@ffffff@F@]@o@nD@-@,F @0E%@u@ChERwAZ@ SF?UGZ1@Y@F@-GH@/d@/|2 @0 O\T@0Ga@ͿSgF Aq@e4MAэ@ =ceF@%5?|@F?:z@e.;Q@:&6@Iei@ׅ3?׮zG!Cf@FXT@**i?EtY"M@36x=AFҨU@x6 F?m?>@F@#Z[@#m *!@$O@#|nʾ@"i@ ?ݚuiOEN@ɣD*A'Q^@'~zF@ @F@w@X|v@'\!Kh@,#@.yMb @333333?鬽yF\ L@]@E>AAeT@x@ R`F@32iߗ@F@ +? @ RG@ `U@-bD!g@@WEd{|@QAI^@@%F@ :lX*@F@=؃@=3*@{9l@8 +6@t&^!@?=@ͿА)pEz_|@o38PAіFIW@4jX06F@@F@.L@dx@_3B@__A@bp3?GzHoFXT??wC E%(ō@DiRARRrlM@2GNF?@F@eǒ@ @HRƺ'/@b@(@u)@IUl@/tUA+H)n@y2F?@F@2@0U[f@1v@/@,=0{@fffffg?axE#Wu@v%|A?Iu @ 0:F@ffffff@F@r-z@g}@c.q@Y/+@DP@֛?=p +=?m˳ E1wEg@JnAJ;@:RjF?=p +=@F@0[IEhJ@+^*hw@.1E@*aw@(!~\@Q?.MRLEAp@vM.A,=[@3IeF@Q@F@\:ε@W "@Rq@@@A]XE@d@7=]A~ˏ@4ƣF?ք@F@#V~@&Zl@%S@&jf@'ꢱ@zGtEܪ? @ǶLBA֌y e@aQeF@zG@F@iqq @ 5@i{@/W3@w>Y?GzH?qaFXT?3333341JE5C z@ǂ]As@X5F?333333@F@0?@+f?@.|QC@)vԆ@'W@K3^E2oP@?A<6-@)(TxLF@@F@Ļ@KS@S4V7@0@ǪLdC:@Q?9L??Ep@Ů]oRAZ +s@se%F@Q@F@ö(;@˖2ݿE@,F)$@\@!@CV[|FO0A%7AuEZ@U3$cT?=@F@%`J@(Cjp@'tYe@(VIמ@)Hx"?p +=p'bFXT?=p +=?e {Eue@rAа9@4ߔNF?=p +=@F@.|@V#d@I* !@s@<ݿ@`y^E8Ĕ*@ÇLA8 ?Y@3MM[F@@F@HF 4@l#W@:T{@@Y?׮zG +^FXT@m3EޚVoyL@zqA[Q=@YF@#XK@F@A @A#@!wtO{@Pƴ@q[(k@p +=q?K@$5}@#ے@ ?/O@E|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊@?DF + ߕ`@u;ojAߌy?|@F@E@F@ +8Wr7@b~pD@ WA`@zs@<[?fffffgэxFXT@?Z(XE8Ĕ*@ÇLA8 ?Y@3MM[F@@F@HF 4@l#W@:T{@@Y@?nqa$F fޣ@`[?Az+@ #,=F@-f@F@@ J@ + `g@ )M@ C;@WÞvE%Q@+%WpAMu3I +@ rCT?Y@F@EМs@%@ @ -H'4Ȱ@ 'K@?]MEʟ,@%OBAS:L@. F@@F@~NP@X$@!@oTv:@8a|d@ffffff}Eօp:4@{bAՀ&@/eTF@ffffff@F@]@o@nD@-@,F @ + +=pvEϖiSn@CAZLΜA#SSt@F@ + +=p@F@:6:g@DqLL@҂(@kDDU\@A@ ?fRd0EWĈ@ɤRYA#n@'GF@ @F@x^n/7@C7>@(@u)@IUl@/tE_@.t@y88@̉U@mI0?fffffg@!-EG|@/R A̶+pgp@4V~nF?ffffff@F@!@ և=@!չU@ O( @U@ͿFOS F>q/@HVAFn@ &|\>F@ ;IV@F@Zn@]9@C@޿-Z@>p`@333333? U',EG@ā94AuC@'LMdF@333333@F@&p@ySHU@?cH|@T$Z@3@QFɡEp@Ů]oRAZ +s@se%F@Q@F@ö(;@˖2ݿE@,F)$@\@!?QFXT?GzH熑 BEtPwI y@xmKAb#, @ѫOF?GzH@F@%(@#Eg@$_q7@"}n9@"ʕJ2+?Ϳ矇E"p8OA@T(3A-"c@mN`=!F?@F@1A}@-vT@0?:@,%75@)ۇ@333334?j,TzKE$-B@ĂzA8[#+@*0 L3F@333333@F@@^6@;A@>@0y@?_A@xE+Ƴ@`5lzAݤB<5@Mi̱F@@F@)@Э\@|l@Eag@ 9?WiE'ue +@\A RiR@A4F?@F@0깸r1@-r;@/P5@+wSm@(Z5@E8Ĕ*@ÇLA8 ?Y@3MM[F@@F@HF 4@l#W@:T{@@Y@)@E2oP@?A<6-@)(TxLF@@F@Ļ@KS@S4V7@0@ǪLdC:?Ϳ`9\hEqv@%Aİ\@ᒒ +/F?񨞺jy@F@%7@#U@%xKD@#2%n@"K&~l?GzHHZ FXT@ LxE`J=W @ȸ~{`A1@"=|F@ @F@Ԛi@Վϫ@iA@8d@YjIB?333334@9mFXT@ QF#ZH@Ź>PAH*@ ;74#F@&($ x@F@D~)@ J@3ż^@\?w@5@ ?JGhEO@@êiA:'NC@ 06|F@ @F@NE(v@ZC8@_@ݳC@z@ϗ#Ei8 G@A#rT@55NF@@F@kx@ צ@I Rh!@>@j/@ +ffffff?xHtE٢@ɮ1CAH7w@?pF@ +ffffff@F@ +gw@%@7yK@Nr@Du?333334?RTE5C z@ǂ]As@X5F?333333@F@0?@+f?@.|QC@)vԆ@'W?Q ExjTv@/2^~A(wM@7WC!F?Q@F@?o@@6@O@kDv@`:C@g$ۛEo2z@Sq?iAԵ\2@1cnTF@@F@ k7@H_A(@VvV@e@_)@?C1E >ג@x>hA:t5@F%cF@@F@o @R{@'@ٷ@@@@ O}/E|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊?ٙè-E\3@RA[nӒ@bF?ٙ@F@1@.eт~@05J6@,-@*DJow?#E +ꍐ@X>UA+H)n@y2F?@F@2@0U[f@1v@/@,=0{@ +?g +Ef@toFAG`J5@$=5F@ +@F@ʴZ@O@)LU9@@( +/Zk??#/E`384@A~ KA8E@UO@F?@F@(_T@@%ƓL@'g@$^ @#4na?fffffg +2*~FXT@ E+C@~-!AYթ|@ .3F? <`@Y@F@--@/!N+@/w.r@/y @0:.?zG?Ɇ*xFXT??#f-AEQU@CA@)qWF?@F@pi#@ԏ^u@*)@BP8@x@333333?\1F(P=@KAa@ 4qN:F@2W?@F?<@T@@a@RA@_:Eo2z@Sq?iAԵ\2@1cnTF@@F@ k7@H_A(@VvV@e@_)@ ԪnGWpE|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊@QGߛeEp@Ů]oRAZ +s@se%F@Q@F@ö(;@˖2ݿE@,F)$@\@!@333333?09FVA@cr~A0qx@vF@7H!v@F@ } @pa[H@jb@/oq@?Uo=??єE]"M@:A! @0'ɜF?@F@vΕ@$ @@̮T윝@jå?GzHBfEtPwI y@xmKAb#, @ѫOF?GzH@F@%(@#Eg@$_q7@"}n9@"ʕJ2+@?2gE+@ +!9 mAFE@"nƶ&F?wF{@Y@F@/ pO@0Ah@0h@1#@1Uh?Q?ar.EF^R@z꩝AK#҆@(Q +F?Q@F@e@0PXi@V@D5a@bn&>?GzH?ݐFXT@?ԃpEz_|@o38PAіFIW@4jX06F@@F@.L@dx@_3B@__A@bp3@fffffg?yF"\@ΪA/2@ Az@Z=@T~uO@ Ϳ]/eEWĈ@ɤRYA#n@'GF@ @F@x^n/7@C7>@(@u)@IUl@/tFEWĈ@ɤRYA#n@'GF@ @F@x^n/7@C7>@(@u)@IUl@/t@ +=p ?aНkEQ +@W}PAոD@CF@ +=p +@F@l @OY@&/@iiSZ@*@ 333333-EDTt@ȇHAAnG@QW^F@ 333333@F@9 Q@aTW@珿@:Il7@0+?fffffgo/gn-PEG|@/R A̶+pgp@4V~nF?ffffff@F@!@ և=@!չU@ O( @U@\(ÿ$Lq>E\ ׹e@Sm`A!Sz!Sh@2&F@\(@F@~s@ ͘@())@@ϛB@zG|?rrtMdEyUM@ł, A Q<@"_C'F@zG{@F@A@]ƨ@d-MfO@aMt@NX??qv˖E=n,@EY"A#e@F?@F@/&'5@*uDZ@-=@(M@'8@333334?@0y?陙,W|4ERO:@h(0 +AIE@tBF?陙@F@+"@'z@333334?|@0y@ ?aReEWĈ@ɤRYA#n@'GF@ @F@x^n/7@C7>@(@u)@IUl@/t{#&@cp!A@|-0Q@?ͶE+ @G7AFԌrm@"Ar8F?3 W@Y@F@/"8-&@0x@0Qy.@1@1V@ ?jg0Ey݂@mJAPM@f2F@@F@'[@ɆI+@1EK @2Vy@\?Q?͟:FXT@?xXܡ0ERɿ@AkK@~F@@F@vt3@ ~@O@Ќ@>5Ml@e/@?͐E*ޚVi@3_AGf5N@"U8F?f3]@Y@F@/ n#2@0r@0yja4@1} 1@1J?̿7qERv@Ɍ0A~ɗ.I@.ͻF@1@F@ g:ڛ@֛b<@Gq@¬_@4X?333334@=E5C z@ǂ]As@X5F?333333@F@0?@+f?@.|QC@)vԆ@'W??G6,Ekб`ֲ@}AyE@'vF?@F@&Opͷ@$tv@%@#-@" AP]@??EtF9h@L!D@F@0,J@-f->@/'@@+w`(@(g^:@?ּp `EzK@*@ AѦ@>WNF@\$@F@Ӧ|9@?@+@zL^}@ @?E"jEzK@.7Aʃ@>۩`F@@F@@i@b@@؇@6dE6@uN EEA@mvA׼Œ@쏔!bF@ + hEZ@F@#-@M\@WUyҝo@8@%N@q +Evb +g@VUAx`xG@34 F@A@F@+Y@;@>Z@(40@m:3@?4PEz_|@o38PAіFIW@4jX06F@@F@.L@dx@_3B@__A@bp3?QR@ujrDm=@|׉gQAn %@ !F?QR@F@4z/6@1a@2d@0dg@-khS@333333?w<,E;1&@̻āAٔ*@q$ZF@333333@F@@ @w@l%x@5os?zG|?֚Y̸FXT?陙8vXERO:@h(0 +AIE@tBF?陙@F@+"@'z@%TE_@BۊHqA(b@;(F@3^@F@we[)@i@A i@ƪu,@-EM_@ ͿTEWĈ@ɤRYA#n@'GF@ @F@x^n/7@C7>@(@u)@IUl@/tUA+H)n@y2F?@F@2@0U[f@1v@/@,=0{?fffffg"a }E[C}x@6@c'@g/^o@|/#@.f@U;iE2oP@?A<6-@)(TxLF@@F@Ļ@KS@S4V7@0@ǪLdC:@̿(/jnE^t@Aцo@7zF@@F@U@lTC5@4ɿX@h,+tG@j @zG}T9Eܪ? @ǶLBA֌y e@aQeF@zG@F@iqq @ 5@i{@/W3@w>Y@F F2@ƒLJA@ 5hF@@@F@ +s@ I)z@ ~g@ :@}l@؉sE2oP@?A<6-@)(TxLF@@F@Ļ@KS@S4V7@0@ǪLdC:?\(ÿ LEw0cB* {@3]A/f"@۽̼F?\(@F@$ĩ @#@7}@$"'@"C@!ӓ,?zG|7:mFXT@ ?c͞E9 @AEYe@L18 F@DL@F@!x@aQ@*V@G@n[@@ܪ>E+@ +!9 mAFE@"nƶ&F?wF{@Y@F@/ pO@0Ah@0h@1#@1Uh@.)DE(RBG[@A~AZ~m!@ tkF?JA c @Y@F@-X~n,}@/ΎLu @/8@0bN5@0?:?GzH@9mFXT@? +|E+P2x @s.AGr@"Q9:F?;%o@Y@F@/-l@0V%@0)@1 p@1S݆@UeDE0!@WAYsJ@ "GF?|Zqx@Y@F@-O&y4@/< )@/NZ/@/O1-I@0-+ L6?ͿƎE"p8OA@]A@C +)X F?ӟE +@F@1@.`=@0$@@,…,@)]+L@333333?ѤFoYg2@ďiAi=o@ e{F@;wF@F@ <@ S$ @ +~Co@ wGC8.@ *P==@p +=q4z80EXÖXp@ı|WzAK&L@"P9F@p +=q@F@Z@ =@^|_@_tD@̜&;j@?CY#E҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI?zG|?)E r@^D(XA h\Ӕ@cc~F?zG{@F@"S+!z@!91Y@"O@!+ёO@ ۜӫ?̿E:ny"@CAMK@3BF?@F@$@@KT"N@e!$.@PR/@? {-EfK@N AшWn@@7g,F@@F@e픞@j`׃@ϒ7@f4`@ic,@?7eEA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW?dNE4zb@HAЀi@4F?@F@ѓu@6^O@y@T}D@ƣt@? =pE&@7ŴAю}L@61F@@F@C)d@h7}J@@d˖nS@f%?Gz@9mFXT@?w@j@L@o?\(ÿځᯛEw0cB* {@3]A/f"@۽̼F?\(@F@$ĩ @#@7}@$"'@"C@!ӓ,?Х$HE4zb@HAЀi@4F?@F@ѓu@6^O@y@T}D@ƣt??;YE5R@'dAW@( + P5F?@F@ /ș@ +ra@ [2@_ިo@xe8@ +ffffff'KjEF@ÛXA*Sq@c3CF@̒@F@ C@ 2+˴@``Q@7@/_ԋ@@ȒWEA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW@?E4#"@߽ٓ]AU{M@!H,F?%@Y@F@-BxO@/4mMe@/f-' ]@0 @0K2?fffffg?ơeED;ʅ@aRkA +*o:@,?uF?ffffff@F@-ao@)tj>Y@+*Ŕ@( J @&d2X?=p +=E{Eue@rAа9@4ߔNF?=p +=@F@.|@V#d@I* !@s@<ݿ@?* Fr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@ǬiP Ei8 G@A#rT@55NF@@F@kx@ צ@I Rh!@>@j/?̿?nopEm"x@.ar;֊Az*@6$t F?# @F@%W@ +@N䜏@]K @ ~ ?QRdؘwDm=@|׉gQAn %@ !F?QR@F@4z/6@1a@2d@0dg@-khS?333333?%#McE"e%x@c)AЬܖ +@B܅F?333333@F@yCzZ@o,;@RZ@o@QoQi?=p +=?҃OE1wEg@JnAJ;@:RjF?=p +=@F@0[IEhJ@+^*hw@.1E@*aw@(!~\@?O!FV|@Ai@O ҂F@*@F@ cDk@qw(U@jE`@e@%Z讬@W1ڔE-2@^BAY\Ỉ`@ *F?e@@Y@F@-lAb~@/%@/gr9@/@07(x:?333333@9mFXT??D/7TeE',@\A幄@A?1FbF?@F@0 +5@-j6u@/f@+w`+e@(g_T?333334?M6GrE5C z@ǂ]As@X5F?333333@F@0?@+f?@.|QC@)vԆ@'W??pEMɮt@ˍt*Ak/@B[LF?@F@!! bCG@!%:M@"j)U@ R@ U=-@ ? EO@@êiA:'NC@ 06|F@ @F@NE(v@ZC8@_@ݳC@z@ ?JoEO@umNA3& 6@uF@ 2(| @F@{9)@@Q@EpIAA@Np@ZXN u@?YX}EA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW@?ё*Ez_|@o38PAіFIW@4jX06F@@F@.L@dx@_3B@__A@bp3??bPMBEgDv{@|pڨA:]K@uYuWaF?@F@"]@!CR`.@#R{@!h$3@ 9Ӝ*q?fffffg?A ݼE(_@%A̍x@9HF?ffffff@F@!H*@ ϛ@! @ Y>@Ӥ>2?Q?gExjTv@/2^~A(wM@7WC!F?Q@F@?o@@6@O@kDv@`:C?fffffg?#'EG|@/R A̶+pgp@4V~nF?ffffff@F@!@ և=@!չU@ O( @U@{m+MP;E'v<@ުGAXJ@ ='@F?W&@Y@F@-Φo@0@/Gj @03?@0\0W@?;m,EW@ +90ҙA*f@3zv3F@@F@fq@PȠg@ۛZ@A/@3.@ +=p ע9EQ +@W}PAոD@CF@ +=p +@F@l @OY@&/@iiSZ@*?QR?Dm=@|׉gQAn %@ !F?QR@F@4z/6@1a@2d@0dg@-khS@333333?k9FVA@d8|A,ӦYP@E,O@O<wA՞}@ w$F@@F@'ٺx@ג@x>hA:t5@F%cF@@F@o @R{@'@ٷ@@@@333333?@L`F\ L@]@E>AAeT@x@ R`F@32iߗ@F@ +? @ RG@ `U@-bD!g@@ ?E|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊?QR?rݐDm=@|׉gQAn %@ !F?QR@F@4z/6@1a@2d@0dg@-khS@QѠt`Ep@Ů]oRAZ +s@se%F@Q@F@ö(;@˖2ݿE@,F)$@\@!@?܆62`E,O@O<wA՞}@ w$F@@F@'ٺx@@j/?Ԓ/@FXT?̿O< +0E`K*@A_{\Aoɂ@Un=F?@F@(_p@%8D.n@'T|@$DVn@#@ͿޓPEPiR'@v5A׀/@"WF@db(@F@zE @ڞ@ O@Z^@XR $@333333?+F\ L@]@E>AAeT@x@ R`F@32iߗ@F@ +? @ RG@ `U@-bD!g@@?jz E4#D@߼8&AU4\@!H D0F?%[[@Y@F@-B~ @/- @w@/f'xQ@0lJ@0K@pIz@333334?}RF @eP @ 4DAH[@Y"F@ɫ@F@ a&@zM@28s@{@CA@zG|?Ai6EyUM@ł, A Q<@"_C'F@zG{@F@A@]ƨ@d-MfO@aMt@NX?333333l@vE6 q@ SA+eٞ@hF?333333@F@#:@"ey K@#u)=@!Lz@!%*>?333334]uYuE5-j@֘? 2AW +@nF?333333@F@0@+fӯ@.gc@)X@'/Z@p +=qtǢEXÖXp@ı|WzAK&L@"P9F@p +=q@F@Z@ =@^|_@_tD@̜&;j@?1zTE4#D@߼8&AU4\@!H D0F?%[[@Y@F@-B~ @/- @w@/f'xQ@0lJ@0K@pIz??>E`384@A~ KA8E@UO@F?@F@(_T@@%ƓL@'g@$^ @#4na??򋥸zE5R@'dAW@( + P5F?@F@ /ș@ +ra@ [2@_ިo@xe8?333334=l$E@\CAq@W%F?_EQ@F@#@"gd`Q@#V}\@!؇1SL@!FY@A@ 333333Amyiג@x>hA:t5@F%cF@@F@o @R{@'@ٷ@@@??#f-AE:ny"@CAMK@3BF?@F@$@@KT"N@e!$.@PR/??'E"p8OA@wzA-"c@mMIhF?@F@1A?@-O\@0?7:w@,$%}@)ha?GzH-FXT@ ]@E-T<@8A?~5@ zApF@ +'S@F@*鞭@mtg@@`@@?EA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW?333334pRENu@ˎA/a@,阀F?S{[>@F@#'5@"eA@#" '@!dY@!].g??;ܭtE:_K@! A#d@(.=F?@F@ s`y@  0yg @ Ǵ@]@v7[,@0E%/3E%>@ت"AYdm@ щcpF?j%|@Y@F@-)@0%o@/KF2c@0!ML@0\U,L?*HEQU@CA@)qWF?@F@pi#@ԏ^u@*)@BP8@x@333334?Jcv`E$-B@ĂzA8[#+@*0 L3F@333333@F@@^6@;A@>@0y@̿ NE"+@,A\'Av~Wo@ݧF@k@0y@?2Eo2z@Sq?iAԵ\2@1cnTF@@F@ k7@H_A(@VvV@e@_)??mE:ny"@CAMK@3BF?@F@$@@KT"N@e!$.@PR/?p +=p=h*FXT??"Ekб`ֲ@}AyE@'vF?@F@&Opͷ@$tv@%@#-@" AP]@p"c(E8 C @r=AZ{z@ )weT?4@Y@F@,q@/%_y@.iDR@/QehN@/YGI?333334RE֥!g@¦IA5 1@[5fF?333333@F@#@"f!@# au@!ڬ@!LT~?333334waiME_la@IlA c\@'!"F?333333@F@2f{h@/c)@@1[S A@.`Ņ@+MU??E'ue +@\A RiR@A4F?@F@0깸r1@-r;@/P5@+wSm@(Z5@1-ʅE+H@ ]&AY@ ,|F?.]\@Y@F@-})0@/|Yy@/o@/"{-U@07Z@RkE8Ĕ*@ÇLA8 ?Y@3MM[F@@F@HF 4@l#W@:T{@@Y?Q?u FXT??EE +ꍐ@X>UA+H)n@y2F?@F@2@0U[f@1v@/@,=0{@?ن Ev@7A0 w@ U`aF@쿱[@F@ ;f3Y@O&@ u>9@J؁@XAR@333333S D0Ei%R@$IA.(K@%(F@ Zo`h@F@ D`@ :Ҝ@ @p@ BPgA@E;0 @NADFSH&@ƾA3??uEYՙEkCYd@̀AAw=@'0TF?@F@&P__C@$u#vQ@%N@#!mj@"|%@GzHb[;PEBZSI@ֵAm[@1knHzF@GzH@F@`a@K@(f@W+#@܎?dlE'ud@[z6PA I@@F?:\@F@0ӫ@-q@/<9,@+wjWU@(Rk@?w[E8Ĕ*@ÇLA8 ?Y@3MM[F@@F@HF 4@l#W@:T{@@Y@Ԅ-*En/j|@/SAp@z+F@ :@F@F&5i@k@ߜby@x KB@|T\?ӑQ4hEUJGj@K uiAw@B eYF?@F@!o4@!$@"F*@ 1 U@ Y2?333334?몵|E_la@IlA c\@'!"F?333333@F@2f{h@/c)@@1[S A@.`Ņ@+MU@?hDE2oP@?A<6-@)(TxLF@@F@Ļ@KS@S4V7@0@ǪLdC:?333334?JE5C z@ǂ]As@X5F?333333@F@0?@+f?@.|QC@)vԆ@'W?陙ᆥERO:@h(0 +AIE@tBF?陙@F@+"@'z?Qہ>bUHEӑa@ +AUof^ @'~F?Q@F@s/@W@א@ͿD@_1ty@?B4$!E1̔2@āgqZAجǡy@M:iF@ ?@F@r@}+m H@SkK@o@_܊@$?"tEKТ@2Sӈ AuyF@ʪVT?Sy@F@U*w@ @[U@M|v"@ V`@!a@?X"EzK@.7Aʃ@>۩`F@@F@@i@b@@؇@6dE6?=p +=%Eue@rAа9@4ߔNF?=p +=@F@.|@V#d@I* !@s@<ݿ?GzH?pHEtPwI y@xmKAb#, @ѫOF?GzH@F@%(@#Eg@$_q7@"}n9@"ʕJ2+@zG?lIgEܪ? @ǶLBA֌y e@aQeF@zG@F@iqq @ 5@i{@/W3@w>Y?QR@9mFXT@?Zg:EMu @#dA_^?@ FVFT?_|@F@)ߙʭ@,8s@,A@-#x@-M0?fffffgZfͨED;ʅ@aRkA +*o:@,?uF?ffffff@F@-ao@)tj>Y@+*Ŕ@( J @&d2X@YE|yEdRf@iL9An|.)p@ F? c +Sz@F@%nNox@$bugB@%@$vͭ@#֞X@333333(EG@ā94AuC@'LMdF@333333@F@&p@ySHU@?cH|@T$Z@3?׮zGf,:FXT?陙?zERO:@h(0 +AIE@tBF?陙@F@+"@'z?=p +>@9mFXT@rE+\f@ʡrAZ +/@ EiF?Fkv@Y@F@-ts @/~ 8@/de!O@/E@0/{`@ ?l!]uE|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊?fffffg?m{sED4Й,@% [Aá @zHF?ffK@F@-i@)u0 @+qԁ@(, +(@&es?Ϳ E"p8OA@T(3A-@mIU$F?0 @F@1AO1@-A@0?D_@,$3@)Yy@333333oUliEG@ā94AuC@'LMdF@333333@F@&p@ySHU@?cH|@T$Z@3@?E#:X*@خq,mAX(J@ Q1&F?B@Y@F@.&Lw@0 0@0'c"T@0<@@0wK4+H@?#E`FF))zU@k'{PsAǪ#X@ ,:5&F@`@F@ +ـɀ@+|@ Z`V;@dT,@􏑩@?esrLE+@ +!9 mAFE@"nƶ&F?wF{@Y@F@/ pO@0Ah@0h@1#@1Uh@0?Q߳I0EL.l@ oA\t @ jT?xW)@F@+=e0@- ʢ@-a"AEA@.9Y@.<@+D@E8E'@(EQAXg+@ >cT?W}W@Y@F@,e@/QL*@.Ǧ@/G޽@0 Z@333334޸EƲ0@Ă,AbE=@, wF@333333@F@#K@tYA@ e)@H҇@?QœsS5FXT?ffffff@9mFXT?Q3_FXT@?B%W E+P2x @s.AGr@"Q9:F?;%o@Y@F@/-l@0V%@0)@1 p@1S݆?fffffg?@u7TED;ʅ@aRkA +*o:@,?uF?ffffff@F@-ao@)tj>Y@+*Ŕ@( J @&d2X?zG|ukkFXT??Q?E'ue +@\A RiR@A4F?@F@0깸r1@-r;@/P5@+wSm@(Z5@fffffg?j2F"\@ΪA/2@ AY?GzH?P}TFXT?Q FXT@?+ɩFSH&@ hA[@ A]udF@|@F@gt@}@c;@#@`DB@fffffg?HErY@uLsA*2;@:\~F@ffffff@F@ .g@L*Rߙ@!@lv@y?ͿyIYEz@A-B@R;laTNF?8f@F@"}(@!)@"З@!kB$@ Zz?zG|@9mFXT@zG?c)*Eܪ? @ǶLBA֌y e@aQeF@zG@F@iqq @ 5@i{@/W3@w>Y?zG|␕~#{|FXT@?\@EA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW@ޥ /Ej:=@%ٖXnAcu!؂@E8T? 1ί%@F@AȤ@Ҙ@@V#v@ 7]Q}}@ IE|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊@ `(DE|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊?񙙙9<Ev:d=@^IA4&X4@LaMI8F@9m @F@( B32L@$5bl@&Wj=@# z|z@!v|?ۨM;PEibW@bjA°)@1$f}F?@F@)$:@*4,>@j@L@o@?, Fr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@?XDEA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW@ʇ +뾀EԵ@B*AG9Q@O XF@ƽµ@F@lI +O@*:@M)@ @6xJ@?+.xdE3Al@ΕڪvAV S @!- F?HjܱF@Y@F@-9=La@/emc@/Wk} @/>KR5@0A҂@?NF fޣ@`[?AzqA@ #&F@*sq@F@\@ @ +>$N@ z@ z` +??m)E`K*@A_{\Aoɂ@Un=F?@F@(_p@%8D.n@'T|@$DVn@#@?b=F =\pp@ȨzAoj@ }F@5\ $@F@fm@)'r@L@'@3ުH?zG?=.FXT@?kJaD(F,ֻ@M^A5ZHǹ]@ +QjF@+A@F@)L @ W`@ /uK^@ 2r@.!U@ 333333?'ptMENЇs@5~JA)5@xF@[&9O@F@h @(<=@D @Dw@G??㹱bkEgDv{@|pڨA:]K@uYuWaF?@F@"]@!CR`.@#R{@!h$3@ 9Ӝ*q?Ϳ FɡEq%@*HAßCy@/q)F?@F@%{ @#g'E@%K0@#21<@"[B?S [ lEkAh@P`9A‘C@$~F?^ }@F@&U&z@$u5~u@%.@#]{@"ёHYc@333333?M};E;1&@Z~VACqM@!+YF@a6@F@4c +@^oZG@n@" @7$@?_OFV|@;CA3j@,ʏF@wd@F@ x@LR,H@@ľ@H}ț@fffffgȹ*E֨!5@5R5$Aތ'@cF@\ @F@ QcI@:;@4r@@: +@R/@ 333333P|j@E8@Ȫ9j'AgJܹ@1eF@ 333333@F@^8{@@ץ"j@l7@fJ @\]?zG?7ELᠶ@X1YF(AX;A@)uYF?zG@F@ waL@ 30x@ N@@'#T?QmFXT@q7E#@"NE=BARae@EPF@c @F@/d@`]f@n@X +@+06.@?p-^}Ei8 G@A#rT@55NF@@F@kx@ צ@I Rh!@>@j/?ͿVBZE`kP9@A@-AU~:@UQqi-F?N1:@F@(_Mw@%mz@'dl+@$@#׷n@?sEfK@N AшWn@@7g,F@@F@e픞@j`׃@ϒ7@f4`@ic,?333334e4E5-j@֘? 2AW +@nF?333333@F@0@+fӯ@.gc@)X@'/Z@?~;EItn@ˀAaxj@*YcF@@F@.@Ut5@*@_@*8?zG?cߦFXT@fffffg?dF,~@8s5cAa@݃O[yF@ -\6@F@p(?a@ +%y@ P=K"@ @Lv@ 4@ +=p o\~EQ +@W}PAոD@CF@ +=p +@F@l @OY@&/@iiSZ@*??+E9F@@rAvkZ@\@L[F?@F@"w>@!*l`>@")h@! @@@ e]?3 +bEKR={@rAm@ _uF?@F@,_@(qª=c@*B i@'.Gg!@%+H?fffffg%ě/ED;ʅ@aRkA +*o:@,?uF?ffffff@F@-ao@)tj>Y@+*Ŕ@( J @&d2X@?;h`E&@7ŴAю}L@61F@@F@C)d@h7}J@@d˖nS@f%@~,,E'0O@٘>B>/OAX;@ ogF?=b@Y@F@-_N@0@H?@/)M@0!0@0]Ѵe@&xE&5@|QA׫o.Q@F@ t"@F@?Eb@(@y @=#@|b,??IEn~I@EA-#@1HaF?@F@Rz1@)I`@ٛ@@]|'@ng @Q? EAp@vM.A,=[@3IeF@Q@F@\:ε@W "@Rq@@@(˝nE_` g@`ADZs@GѭF?ޤk@F@&: @%v֫@&ID@%& |@$UQk?XZEn~I@EA-#@1HaF?@F@Rz1@)I`@ٛ@@]|'@ng ?5>?xEEgDv{@|pڨA:]K@uYuWaF?@F@"]@!CR`.@#R{@!h$3@ 9Ӝ*q@zG|?–2PEyUM@ł, A Q<@"_C'F@zG{@F@A@]ƨ@d-MfO@aMt@NX?׮zG?_c4FXT@j;E/RKa@H@AYUМED4Й,@% [Aá @zOxF?fgv@F@-{L@)u04@+q)@(+)@&e?6? +=p +@9mFXT?Q쿮N FXT@wY,E7L1̒@գ(rA[\[X@ T9]T?0@Y@F@,A5@/c<=@@.qI3O^@/Uy@/@?ը@FSH&@&c& +A| @ Dv _F@M +$F0f@F@m@-0@@ :i@;kE@wI$@t4e&E8Ĕ*@ÇLA8 ?Y@3MM[F@@F@HF 4@l#W@:T{@@Y@/lEo2z@Sq?iAԵ\2@1cnTF@@F@ k7@H_A(@VvV@e@_)?,CJE5R@'dAW@( + P5F?@F@ /ș@ +ra@ [2@_ިo@xe8@?ePL@F@ @C@@cY@ϒ@pMM?fffffg?NKEEf\@;H;A%@ F?ffffff@F@1%zd@/Zn]!@0=@-}cO@*׎r@Ωc jEox@)\A S"@ qrF@徠K@F@ v@@YݴtU8@mh@r-}@ + +=po,EϖiSn@CAZLΜA#SSt@F@ + +=p@F@:6:g@DqLL@҂(@kDDU\@A@p +=q?IR{ EXÖXp@ı|WzAK&L@"P9F@p +=q@F@Z@ =@^|_@_tD@̜&;j@vɏFr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi?Ϳ5{5mE$R@poAK@;BF@)S9@F@p|@ij@$֧@IP@- Б@ 333334X c:$E^.@þI%Ad$@Y{#&@cp!A@|-0Q@ E҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI@ ?A` PEWc@jGAW@ir F@ y@F@w)@-sDD@ )@Zԣ@]p'$@ ?jG$!E@>vƕA=̏{@lF@ |}At?@F@Fq@@wUλo@_ZDf@Z|y@?lp EW@ +90ҙA*f@3zv3F@@F@fq@PȠg@ۛZ@A/@3.?zG|ٶ |E r@^D(XA h\Ӕ@cc~F?zG{@F@"S+!z@!91Y@"O@!+ёO@ ۜӫ?fffffg‰jEG|@/R A̶+pgp@4V~nF?ffffff@F@!@ և=@!չU@ O( @U? NEܜq?@}cAΉ`@'ٲ:F?86@F@ *h@ iI;?@ Ȃ@WZ %@j%FX@fffffg? +xE#Wu@v%|A?Iu @ 0:F@ffffff@F@r-z@g}@c.q@Y/+@DP@֛?QR*`/.Dm=@|׉gQAn %@ !F?QR@F@4z/6@1a@2d@0dg@-khS@Ҕw@Fr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@?혟.{XFr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@\(ÿH)E\ ׹e@Sm`A!Sz!Sh@2&F@\(@F@~s@ ͘@())@@ϛB?x:EKR={@rAm@ _uF?@F@,_@(qª=c@*B i@'.Gg!@%+H?̿LEP5K@1nAxʂA΄ @'ʹ7F?H&F@F@ ܡo@ au +"@ A@Wf@jb?#zE'ue +@\A RiR@A4F?@F@0깸r1@-r;@/P5@+wSm@(Z5@ + +=pt&EϖiSn@CAZLΜA#SSt@F@ + +=p@F@:6:g@DqLL@҂(@kDDU\@A@̿x{UE&@7ŴAю}L@61F@@F@C)d@h7}J@@d˖nS@f%@?*Y0E*ޚVi@3_AGf5N@"U8F?f3]@Y@F@/ n#2@0r@0yja4@1} 1@1J@۸nEjlDO}@ e׋ASbCb @˥T?_ôr@F@L@I0 Bf@=P,@@?@ YZ@(?SE-Vq@4ۜrA[J.ݗ@ 'u0F?闢HH@Y@F@-Z#b@/7Ϝ@/H<@/ɕ@0!?j@?kpmE҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI@?@KFV~υ@uKnBPú.*.i5F@.e@F@*@/@T_?:?"տY:(@\"I`E4Ӕ@߳SvAU&M@!GNF? fk@0@0K4,@333334MiLEƲ0@Ă,AbE=@, wF@333333@F@#K@tYA@ e)@H҇@?5EP7fd-@2A@3M F?@F@"sb@!({@"(W^1@ |_@=c%?eUFXT?Q?;I\EF^R@z꩝AK#҆@(Q +F?Q@F@e@0PXi@V@D5a@bn&>?🤭E'ud@[z6PA I@@F?|j@F@0&-H@-L@/<%0.@+w͙>@(Rs?zG|?PjE r@^D(XA h\Ӕ@cc~F?zG{@F@"S+!z@!91Y@"O@!+ёO@ ۜӫ?zG|Q^FXT@4a+Ex^@#hAҒ\5X'@0dF@ 8@F@n@!z@W@ސq$@G@?04E+"W@trAG$>@"PF?fI@Y@F@/@0*@0|д@1 ֽ@1S$E?fffffg?aaE@;H;A%@ F?ffffff@F@1%zd@/Zn]!@0=@-}cO@*׎r@?0ĽEItn@ˀAaxj@*YcF@@F@.@Ut5@*@_@*8?Ϳ3E"p8OA@wzA-"c@mMIhF?@F@1A?@-O\@0?7:w@,$%}@)ha?zG?8 FXT?333333[O EuyûN@187A$ O@'[EF@\ 6@F@KC9@ŊH^@lg@gXs9@ZoJ?GzHVf\FXT?fffffg?BCLA`E@;H;A%@ F?ffffff@F@1%zd@/Zn]!@0=@-}cO@*׎r@t vFXT@ +=p ?/̷EQ +@W}PAոD@CF@ +=p +@F@l @OY@&/@iiSZ@*?ffffff?8AXEFgPm@gAR{6@0R@F?ffffff@F@Y3w]>@N2@Qf@qD@6D/@?xQEA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW@?e] E4#D@߼8&AU4\@!H D0F?%[[@Y@F@-B~ @/- @w@/f'xQ@0lJ@0K@pIz@\(?tJ©8E\ ׹e@Sm`A!Sz!Sh@2&F@\(@F@~s@ ͘@())@@ϛB?ͿMÜEqDq~@/R5AÝJEdi@TMPF?@F@%|7@#i#|@%LQMv@#3~o@"[?=p +=?.%?E1wEg@JnAJ;@:RjF?=p +=@F@0[IEhJ@+^*hw@.1E@*aw@(!~\@3E.K֑@OX AZ%@ p3kF?64K@Y@F@-VM7@/Gj @/J5ț;@/σCh7@0% +N@333333?]54E;1&@̻āAٔ*@q$ZF@333333@F@@ @w@l%x@5os??4HE4zb@HAЀi@4F?@F@ѓu@6^O@y@T}D@ƣt@ ?brE@\򩓻A5H@zaF@ @F@WGI@%@E9@(aho@ .s?fffffg?&E(_@%A̍)7@9F?f9@F@! +'}@ ϔg@!Bv@ XEgDv{@|pڨA:]K@uYuWaF?@F@"]@!CR`.@#R{@!h$3@ 9Ӝ*q@?.{H@j@L@o?Y\cE'ue +@\A RiR@A4F?@F@0깸r1@-r;@/P5@+wSm@(Z5@flNE-@.Z*֡AT GXH@;dF@ Z@F@yBE@'@A<@C@F8!@?$Fr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi?1~Ekו F@Ԟ[rA= @$~F?oGx@F@&Uw+@$u!5@%ȗ@#T6ͧ@"є!0??똃:0EKR={@rAm@ _uF?@F@,_@(qª=c@*B i@'.Gg!@%+H@fFr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@?5eE҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI@ك̲ĀE+@C7KAZ@ljzfF@@F@/[@@(^K@0 !@q}뮺@@{0ɐE~ @=Al^d@ɫa`AF?؍@F@"Ng9@"CrAAeT@x@ R`F@32iߗ@F@ +? @ RG@ `U@-bD!g@??k|* `EQU@CA@)qWF?@F@pi#@ԏ^u@*)@BP8@x@O(Fr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@ۀ}r5Fr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi?ZE]"M@:A! @0'ɜF?@F@vΕ@$ @@̮T윝@jå@333333+|FbXIP@h}A!W]q@ %"aF@$|3rS@F@"@Qd@Š@Og@ L?GzHգ3FXT?333334?=t0E5C z@ǂ]As@X5F?333333@F@0?@+f?@.|QC@)vԆ@'W?333334D9^+zE_la@IlA c\@'!"F?333333@F@2f{h@/c)@@1[S A@.`Ņ@+MU?m$FXT?333334?3E֥!g@¦IA5 1@[5fF?333333@F@#@"f!@# au@!ڬ@!LT~?p +=p OZFXT@ffffff QtEօp:4@{bAՀ&@/eTF@ffffff@F@]@o@nD@-@,F ?׮zG2MFXT?s٧EPt@D*A̓zfP+@,id}F?A|@F@" tM@!*"-@"4K@d@ K5@HR@?@>dEItn@^RqAЗª]@ A{eF@PtdU@F@ J|@y)@Gڐ@Hߧ"@eKC?ᙙ?&sE/& +Km@RUfUA}%@x욜F?ᙜ8"@F@0v +@,I8\@/ Җ_@*ȹ[@(c-G???-4QEQU@CA@)qWF?@F@pi#@ԏ^u@*)@BP8@x?QH`6FXT@?9F Dμ@ȁ6kLZAwVC@ i<F@)ϯ@F@UP@ +F#@  }@ Qf`@ R +S8@ u߉݀EA{V@)vw_ A甮W@ZL )F@X@F@vP]@=%@a@8m"@@p +=q=(hEXÖXp@ı|WzAK&L@"P9F@p +=q@F@Z@ =@^|_@_tD@̜&;j?333334ԩ'{X(E5C z@ǂ]As@X5F?333333@F@0?@+f?@.|QC@)vԆ@'W@̿UE"݊<-@Ė<;Aug@*ԷxF@!nyt9@F@ /G_ @TO @ +X,@{ DS@ʆr@?`0E]? @|h)A\[ֻ|@ ,T?nVX@F@*Bu@-%ciP@,|l@-jNg@-@Py@fffffg?wBEք#k@ܝHAՀ,N~@{7F@ffffff@F@]->t@epy@n^wD@I#{63@, @zGc60Eܪ? @ǶLBA֌y e@aQeF@zG@F@iqq @ 5@i{@/W3@w>Y?p:E5R@'dAW@( + P5F?@F@ /ș@ +ra@ [2@_ިo@xe8?[G˰FXT?=p +=?ʇ%E1wEg@JnAJ;@:RjF?=p +=@F@0[IEhJ@+^*hw@.1E@*aw@(!~\?ٙ?7ZiE\3@RA[nӒ@bF?ٙ@F@1@.eт~@05J6@,-@*DJow@?QI6E/}N @Šn*{AӓoK@@j@L@o??C?9`EgDv{@|pڨA:]K@uYuWaF?@F@"]@!CR`.@#R{@!h$3@ 9Ӝ*q@ҾE43r@@vkAX1f}@ 4T?.3@Y@F@- lqPky@/ouK@/ $@/eR @0"m}7?zG^se>FXT?׮zG?ssFXT?zG@9mFXT?QR?ـKeDm=@|׉gQAn %@ !F?QR@F@4z/6@1a@2d@0dg@-khS?zG|?#|)]0FXT? +=p @9mFXT@\(@9mFXT?̿Ǚz,K@$5}@#ے??ME:_K@! A#d@(.=F?@F@ s`y@  0yg @ Ǵ@]@v7[,?nFXT?ᙙ?TE/& +Km@RUfUA}%@.#F?ᙙ@F@0v]U@,I8~@/ ҙ k@*@(c-IWl@?x4YEA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW@%.cEdz@/A]IAՂSl@t\1NF@f;@F@K@ }5F@ /+'@N{z@0@ͿaHfEjMn (@XvA܀u9j@%lF@ͅYq@F@m@H;g@u@f8q'@A[{@@eNA@ Ϳ"@Eκ@ +jگA'F_@̺F@ ^@F@ő83w@tV@{L/@ @q/d@ ?֔ E|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊?333334vW9E.J@1'A>,u&@ŠF?333333@F@#*Z@"fl_@#@!fIA@!M@?6:FP"H^@k"A#?y@ DX5F@"|\f@F@/@"G@!8F@\3+@7`s!@333333?<UlF(P=@xA;d@ 2n +F@,<@F?mw| +=@@9J@%#F@ʓpp@}# +2?陙?OR|ERl +*@"aAg,Aõsw@UF?i4/@F@-=b@(]R{@*82"@&.@%?GzG@9mFXT@ ?3j' EN@ɣD*A'Q^@'~zF@ @F@w@X|v@'\!Kh@,#@.yMb @?0@flE+P2x @s.AGr@"Q9:F?;%o@Y@F@/-l@0V%@0)@1 p@1S݆@?'{AxEK +G@(9;AڳЩ@>2F@@F@'[@ɆI+@1EK @2Vy@\@?`LLlFr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@\(ÿؕ;o[E\ ׹e@Sm`A!Sz!Sh@2&F@\(@F@~s@ ͘@())@@ϛB@p +=qa%EXÖXp@ı|WzAK&L@"P9F@p +=q@F@Z@ =@^|_@_tD@̜&;j??@GEUJGj@K uiAw@B eYF?@F@!o4@!$@"F*@ 1 U@ Y2@?7|d`E7@H›AY/\+@ =ڔT?s@Y@F@,CC@/=8h@.@v@/{% +i@0wM@?ڿ-Ei8 G@A#rT@55NF@@F@kx@ צ@I Rh!@>@j/@ ?ȤE|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊@ ? @E|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊@ ͿvcFTJ`E-`@o/> ~hA@c5F@ @F@[y5@z0F@^kd@.Ρ@VZ\?\(?7!-Ew0cB* {@3]A/f"@۽̼F?\(@F@$ĩ @#@7}@$"'@"C@!ӓ,?EQU@CA@)qWF?@F@pi#@ԏ^u@*)@BP8@x@6?ԮuE,~>@;xPAZo*@ @j@L@o@ ̿h ~Eed@>BAG9Q@WcF@T*#@F@?tEZ@8k@@]U?@@ 333333?#)EF&:j3@Ȇ4}ApO@ F@ 333333@F@9@@'@9#@0+?񙙙FgEv4wr@E+A 5C@j F?hq@F@$+B@#Z@$u"5U@"Ћ@!~h2@ ?߀ˆE|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊?Q?Ĵ(̂FXT?zG?%$6ELᠶ@X1YF(AX;A@)uYF?zG@F@ waL@ 30x@ N@@'#T@ ?fEWĈ@ɤRYA#n@'GF@ @F@x^n/7@C7>@(@u)@IUl@/t@F@}ij@":;@[1Tc@Fć @^:@9֌-Euўc@&'jNAL@s@j@L@o@333333?]EG@ā94AuC@'LMdF@333333@F@&p@ySHU@?cH|@T$Z@3?Ϳ?E"p8OA@T(3A-"c@mN\F? ޝ@F@1A|e@-ĸUB@0?@,%3@)Ų@ + +=p?HëpEϖiSn@CAZLΜA#SSt@F@ + +=p@F@:6:g@DqLL@҂(@kDDU\@A?GzHW}A8FXT@333334<_EQW@8kAӭYvہ@$ZF@Kq*@F@ +@_@rG@h@ɀe4]??ث8EQU@CA@)qWF?@F@pi#@ԏ^u@*)@BP8@x@?K*EA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW?IgsE3 @EÈ(A{x0@(gbF?@F@~Ym@<M@$j@=B7@x9"?ٙzoXE\3@RA[nӒ@bF?ٙ@F@1@.eт~@05J6@,-@*DJow@?E,O@O<wA՞}@ w$F@@F@'ٺx@Y@+*Ŕ@( J @&d2X@\(@9mFXT?GzHneeFXT??Ч:E"p8OA@wzA-"c@mMIhF?@F@1A?@-O\@0?7:w@,$%}@)ha@ + +=phEϖiSn@CAZLΜA#SSt@F@ + +=p@F@:6:g@DqLL@҂(@kDDU\@A?\OFXT@GzH?-&EBZSI@ֵAm[@1knHzF@GzH@F@`a@K@(f@W+#@܎?E5R@'dAW@( + P5F?@F@ /ș@ +ra@ [2@_ިo@xe8?fffffgYpEf\@;H;A%@ F?ffffff@F@1%zd@/Zn]!@0=@-}cO@*׎r?}݀̀EkY%@В{A{@$g>F?K<>@F@&UU@$u.0y@%W)@#\2\@"ѕ@Ye)Fr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@?!c7@?"jrtFr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi?ͿhDJE"p8OA@T(3A-"c@mM@ [F@%64@F?D @!(Ps:@G^Y'/L@X3@o??ɀEKR={@rAm@ _uF?@F@,_@(qª=c@*B i@'.Gg!@%+H@ikkYE҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI@Ϳ5;}EfK@N AшWn@@7g,F@@F@e픞@j`׃@ϒ7@f4`@ic,? +=p +@9mFXT?GzH5sEtPwI y@xmKAb#, @ѫOF?GzH@F@%(@#Eg@$_q7@"}n9@"ʕJ2+?n#0E:_K@! A#d@(.=F?@F@ s`y@  0yg @ Ǵ@]@v7[,?QRad"4Dm=@|׉gQAn %@ !F?QR@F@4z/6@1a@2d@0dg@-khS@ ?.PpFEO@@êiA:'NC@ 06|F@ @F@NE(v@ZC8@_@ݳC@z??[`BEqDq~@/R5AÝJEdi@TMPF?@F@%|7@#i#|@%LQMv@#3~o@"[@?\clE9S"V@s|'HA֐T@ 0ˤF@ -#N@F@{k@3a@"@& +@1$G??rDEqDq~@/R5AÝJEdi@TMPF?@F@%|7@#i#|@%LQMv@#3~o@"[?fffffgdewPED<'s@zȃ`A q5tj@F?ffffff@F@-Ǒ@)t?٣hg@+Ev@(x@&d?fffffgj6nkdED;ʅ@aRkA +*o:@,?uF?ffffff@F@-ao@)tj>Y@+*Ŕ@( J @&d2X@?wWV@E҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI@?͌B7E4#D@߼8&AU4\@!H D0F?%[[@Y@F@-B~ @/- @w@/f'xQ@0lJ@0K@pIz?QR?iD0Dm=@|׉gQAn %@ !F?QR@F@4z/6@1a@2d@0dg@-khS@?cdQE҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI?GzH?: +FXT@?Fr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi@?hͧ^0EIe[e@ZABX 3@ۥF@#п@F@ y;i@mIK@FqC e@([^@nIQ?zG|?jZFXT?@9mFXT??Ŀl/ER2\@]zIA\[nZ@* F?@F@ 'XU@ whS@ Ⱥ>{#&@cp!A@|-0Q??ѓ'Z@O[@nkc@1_s @郪HfFr*@G?A w@ ZE酟IF@o'=\@F@ j@v/2P@ }l@ɊV@G ԐSi?՛XlEKR={@rAm@ _uF?@F@,_@(qª=c@*B i@'.Gg!@%+H?'@E +ꍐ@X>UA+H)n@y2F?@F@2@0U[f@1v@/@,=0{@333334?:ZE$-B@ĂzA8[#+@*0 L3F@333333@F@@^6@;A@>@0y@I*E;@ځQA,W¬T@P:CLF?ա"S@F@$0ī'@&%@&gXc@'ho@'t ~@333333Pf`EtJ@ϔA⿡Л@0"F@#>ij&G@F@ nY@y%@D@_'M@@?o@EqE]@/ՇA^a6@ \ -T?_o @F@*n]@,!b5T@,:*b@-( \>@-}??T@YEKR={@rAm@ _uF?@F@,_@(qª=c@*B i@'.Gg!@%+H@?JEo2z@Sq?iAԵ\2@1cnTF@@F@ k7@H_A(@VvV@e@_)@fffffg?i"F,ק@(- QA.@wlF@f]η@F@W>@ hS@ {R}@ l" z@b"J@?Y*EkpM@ƨ)^\iAT-ayo@+hF@ug@F@\&@RKP1Q@v|W@qf|@?ˢ*t{E'ue +@\A RiR@A4F?@F@0깸r1@-r;@/P5@+wSm@(Z5@?O];E*ޚVi@3_AGf5N@"U8F?f3]@Y@F@/ n#2@0r@0yja4@1} 1@1J@ ȰLmE|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊?ɚJjKE'ue +@\A RiR@A4F?@F@0깸r1@-r;@/P5@+wSm@(Z5?Q@9mFXT@ffffffEBZhEm@O"Acˌ@JKF@@.@F@ֻ@?X@u&@a@S?ffffff?1ƇEFgPm@gAR{6@0R@F?ffffff@F@Y3w]>@N2@Qf@qD@6D/?t~Ekб`ֲ@}AyE@'vF?@F@&Opͷ@$tv@%@#-@" AP]@?f$/E4#D@߼8&AU4\@!H D0F?%[[@Y@F@-B~ @/- @w@/f'xQ@0lJ@0K@pIz@?ܠ5Eʟ,@Ai~3]@.hoF@-r@F@}C@S!@}@jeۗ@5aW2?333333?@Z-E"e%x@cU #AЭ(!Kn@BdF?4qp@F@\Օ@mG26@] @o^q;@Qj?\(ÿ Ew0cB* {@3]A/f"@۽̼F?\(@F@$ĩ @#@7}@$"'@"C@!ӓ,?333334?ݻq`E_la@IlA c\@'!"F?333333@F@2f{h@/c)@@1[S A@.`Ņ@+MU?ffffff<*E$lº@AяMA@/iuF?#=@F@J@o@<@@CQ @aF@7@fffffg?iS:ErY@uLsA*2;@:\~F@ffffff@F@ .g@L*Rߙ@!@lv@y?=p +=?S*ØE1wEg@JnAJ;@:RjF?=p +=@F@0[IEhJ@+^*hw@.1E@*aw@(!~\@?JЯtE+\j@pZAZ0nХs@ ʍgF?#cW@Y@F@-zH@/6@/k`IN@/it@04B e?REQU@CA@)qWF?@F@pi#@ԏ^u@*)@BP8@x@?D:pEA~@ +`AWB\1@ /!ǩF?@x@F@,% +Ja@.՘4@.CE4M@/EQ@/$elW?ᙙj(E/fQ@3A +1@iF?%k@F@0j@,IL@/ +v~n@*~@(c[,@ ?E|@lJAܐo`9@@]F@ @F@/@R::@CU:ũ@psDB@̊?333333HLE6 q@ SA+eٞ@hF?333333@F@#:@"ey K@#u)=@!Lz@!%*>??`HEMɮt@ˍt*Ak/@B[LF?@F@!! bCG@!%:M@"j)U@ R@ U=-@ă"&E6p:v@"%A&;t@-T?ߤ?@F@ǥD@Zqp@]z@_!C@ {@ ?YkvrEO@Ÿ:̱A;%@ -6FF@ ҄@F@ A@,@_O@t@zŅ@ ̿n@E˽@fAm[@6[yF@!Lƒ@F@Zu@VŧP +@*IX@egq]@aH3#@?׵Yq+pERɿ@Akl{@ LF@8Y@F@v_Q@ R2@4"6@>UI+@@333334?dedE$-B@ĂzA8[#+@*0 L3F@333333@F@@^6@;A@>@0y?Ϳ5--]Egv@'&As%k@:vF?724~@F@*H@<&g@Ul@O|@;?ٙ]E\3@RA[nӒ@bF?ٙ@F@1@.eт~@05J6@,-@*DJow?qSPEkؑ:@I{A“Xs^[@$?C%9F?@F@&Va f@$u<3a@%gIv@#O@"j{H@~Ezb/@L$oA"L@8fDkF@@F@sj +@%@P_/@UR@??g EQU@CA@)qWF?@F@pi#@ԏ^u@*)@BP8@x?ͿyEU{ov@FAYu@><F@r6~AN@F@ @-@cCty@=zD@}-@=+DE҇VKV@ėS+PAd=@"jF@@F@@F$@vm(jS@x<@g0oI?zGi.\FXT@ + +=p?,REϖiSn@CAZLΜA#SSt@F@ + +=p@F@:6:g@DqLL@҂(@kDDU\@A??u@EOxF1@ٶ-gA=3@/7Y =xQ@{ +@9D_@?BE:H@ 0AYVb@ wzT?ǣ @Y@F@,I"mBQ@/x@.*@/Z\J@/`@Һ1XEm&lf@¯7A@.*F@s"x@F@2q@*@xi@=w}@)5{@0BI秳??[tR E`384@A~ KA8E@UO@F?@F@(_T@@%ƓL@'g@$^ @#4na?ᙙRvE/6!@gA g@uyF?ᛢ @F@0"1@,I24@/ +Uo@*j@(c3??=p +=?yA Eue@rAа9@4ߔNF?=p +=@F@.|@V#d@I* !@s@<ݿ?333334=]E5u @ԙ%}SA;Y@SyBF?5Ԙs(@F@0AAeT@x@ R`F@32iߗ@F@ +? @ RG@ `U@-bD!g@?Q?G%SPEF^R@z꩝AK#҆@(Q +F?Q@F@e@0PXi@V@D5a@bn&>@?F7F + ߕ`@cEY)AФ~@]F@(Ah@F@ +޷%<<@)@6@̨M@6Y@?ϐE,O@O<wA՞}@ w$F@@F@'ٺx@5Ml@e/ \ No newline at end of file diff --git a/Test_Plots/iso_8.20_0.00_00100_p00_IBsingle.fits b/Test_Plots/iso_8.20_0.00_00100_p00_IBsingle.fits new file mode 100755 index 00000000..65c28189 --- /dev/null +++ b/Test_Plots/iso_8.20_0.00_00100_p00_IBsingle.fits @@ -0,0 +1,43 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 105 / length of dimension 1 NAXIS2 = 96 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 14 / number of table fields TTYPE1 = 'mass ' TFORM1 = 'D ' TUNIT1 = 'solMass ' TTYPE2 = 'L ' TFORM2 = 'D ' TUNIT2 = 'W ' TTYPE3 = 'Teff ' TFORM3 = 'D ' TUNIT3 = 'K ' TTYPE4 = 'R ' TFORM4 = 'D ' TUNIT4 = 'm ' TTYPE5 = 'logg ' TFORM5 = 'D ' TUNIT5 = '' TTYPE6 = 'isWR ' TFORM6 = 'L ' TTYPE7 = 'mass_current' TFORM7 = 'D ' TUNIT7 = 'solMass ' TTYPE8 = 'phase ' TFORM8 = 'D ' TTYPE9 = 'source ' TFORM9 = 'K ' TTYPE10 = 'm_ubv_U ' TFORM10 = 'D ' TTYPE11 = 'm_ubv_V ' TFORM11 = 'D ' TTYPE12 = 'm_ubv_B ' TFORM12 = 'D ' TTYPE13 = 'm_ubv_R ' TFORM13 = 'D ' TTYPE14 = 'm_ubv_I ' TFORM14 = 'D ' REDLAW = 'N09 ' ATMFUNC = 'get_merged_atmosphere' EVOMODEL= 'BPASS ' LOGAGE = 8.199999999999999 AKS = 0.0 DISTANCE= 100 METAL_IN= 0.0 HIERARCH METAL_ACT = 0.0 WAVEMIN = 3000 WAVEMAX = 52000 END ? +=pE}3t@Q]+EAL@mF? +=p@@#e~U@"j.<@## h$\"@!srȖ7@ =j@ffffffE̿@uMCA֓8@/F@fa(9.@@G&@ D@au4@v={@}@E@333333E86 @$rAՌP@ F@333333@@ɺH+@J.@DT2@Pi@`@E8mn X@R:rA>v2@ppF@@@; +@)ժ@k>sM@@pT@0 9f@0P ?(\)D=7V@q>AjTS @=sF?(\)@@4@*@1$ߟq@2 0@0:' @-=->@E\l8m@õE:#A%t"A@ijaF@@@f#u +@z@ɕ+@!@(7?p +=qE@IdA&(^@14F?p +=q@@"qi@!/%w9A@"(fw9@ Nzr@ f')@Emn@c=CAZ@Ȓ|F@@@eQܟ@nBG@1喈@Y @zGB@F<(@[x#AT5ORs@ IF@UDR?@@ + @u$6@ E3@Mͧ@ڡ'_? +=pE8av|@lNlAY +@+qF? +=p@@/?@+%J9q@-`@)>@@@'y4@Ej%_N@' zA:B@1هF@ǎj@@UA@5{x@r3@E@@hl(_?\(\E @$c +A3z+u@F?\(\@@ 6@=@E^p@=@ڸ9@F' Å@ iB ddt?b.F@hK@@Fž@[d~J@=\@ʔq?!$+@ffffffFo@XGA> @ C)F@d2m@@ ;!/%@ :5S@ t',sk@ mmK|@ 6:@ffffffE3@ǟA.r5@YA]hF@d^ N@@ @wG@-+@r@>J?p +=qEH=v@A}JI@-F?p +=q@@/@Ej@8Ka@˲v@uz@E4­@O+&lATCe@!`eF?@@Y@@-NR]@/WͿ@/v#rK@0jGF@0V(@Efxq@D1uAXSҬX@ ϞVF?@uh@x\3@Xf@NrO.Z@EC`'@hߋAmw@vKF@;@@Xl@q2@9mWpP@,l @*?QE@k+3AkcGv&@1pF?Q@@a5@q!9 @,>c5@VYHq@Sy@ffffffE_7 @²M o&Aԋ4t@-IYF@ffffff@@j?@s)l@Ly1@,@@Ts@333333Ew(@^/AdA$G@ ̊F@0@98@@ 3~@q@4@hu+@k2n>@<[*@ffffffE+鴌@㩈-AFۯbu@""(F?8\@Y@@/++l@0O@0=@1Gԁ@1[ӹ.@333333E+.a@N}MˁF@̈~@@Rw4w@I |g@KM@mq@B^7@E3')@6Q%ȀAUJJ@!93"K]F?)_@Y@@-<%$@/Ń#@/\ڣ@0@0Ebmo@333333EWa}.@ں|q%nAW+S@ ߁F?2I@@+J{ml@." {5@-}-Q@.eag}@.k@>`?=p +=Ez@JlAn~b@r?333333E'@?})A"? TN\@*1[F?333333@@#(@"` +@#P)@!aj@!Q?zGEddE@z.AQp1@6FvOF?zG@@'}a@%6ZRs*@&QY@$dh9@#eV׺@E,tZz@r(AȬ~0@!F@@@>K@ x@*@=&+@,ҋsӧ?(\)E3 y$@uAEX@x$jF?(\)@@ Z@ ca@暬@Z@-6 2 @E@ffffffE(@`jAO-'@!k ] F? 1ί%@Y@@.mT[O@0mU vw@0M =@0,pH@0'R?n?E|4@?۹AIP??@DY}F?@@n@ɯ@ tX@#%n@aOɤ@E/ !R@^&AR+į2@!++$F?:S@Y@@-̍oxh@0.@/Ύ @0N[@0S@EvNlƏ@ĜmA\1@}šF@>(@@_@3G@@@ƁW@l@E)s0@Ė gAMܛ@" XT%F?C,zxl@Y@@.Lb@0xi@0WW@0U@0Mp?zG{EÇ@KO5A=#bA@w%I5F?zG{@@ջ|C@q#@ v.@yCc@ "@E(x@7aAOp @!뫍 +uF? @Y@@.f۵Q_@0~w@0HR3@0];‚@0+P0@333333E)³j@ AKD@"1= F?!6@Y@@.*@0Q@0nmp̨@0ry?@1 K2W@E5@8dtA$$JN@ˁPMF@@@ #@0@MWk@c(@LR@333333F2@3nB"NY%*? 7KF@(3)@@*"(@DN@^ @V0?R*OP?zGE@hA;":/@ajBF?zG@@ǩ 2@}@e@`@Ϋy?\(En"@-$Aщp@t7FF?\(@@X<@#cA@Юd i@J@LfHs@E_ @KLkAB[@x|F@̷C@@j@gIZ@\ [@ ${ف@AdW@E+nҽq@㛇%AFc}@"~0cF?}2f@Y@@/'{@0w;C@0L @1:zd@1Y +/@333333E.Lk&@vASP7>@!kK aF?ͳ|@Y@@-<@0(@/z/@0<)S`@0'a2@ EnP@ǭѐ=[A6:@F@ 9@@ۖ@D7R@w @dǒ@\@E06x{@x{ AQT@!eXF?sպ@Y@@-%w@0<؝t1@0Y-@0\k@0f?QE@!p{Al[@k;F?Q@@!XӇ@ K@!t $@ i#@!;X:@E(1nc@߭7/APl9F/@!֝1F?,@Y@@.WY @0sm@0?P+@0" .@0}ܴ@333333E'ǂ,&@ԛAQa@!2RfOCF?C7!<@Y@@.L'$@0j훜@07(`9@0G@0vK@E~(^@g1~6WA.CN@N@V=NF@9@@8@iH2@ϲ @6y@rlq@Ev ,9@ŬL>AmOj`@_ӥ]iF@z$LD@@Ry&;F@j \@ yC̲+@X@u`=N?\(\EKC@ZJA'*@$ F?\(\@@!44 2@ NVg~;@! +7@e_l@I?QEA@Y߿]MAR~@TF?Q@@KԦ@,d@(!@8g@=:t@E4N/@ߧ(AU1V;|J@!EfF?`V. +@Y@@-AsY@/Ud@/dě@0#@0J>@F!9 0@RS{BД$?J~DF@eO@@ W@0gW@y@\<'? y!?QE+RYI@p2KAA>@@jSF?Q@@{m@qB@c@Z\@Ia:a@rU@ EI3@NC5&AW=G@s[ɉF@ "@@Ў7@q4p@ G1@{@@n{p?\(ErGਂ@}rA2<"@X NF?\(@@%dp@#Hޯ@%2 @#v!Co@">J?(\)Er2@ITlA'@`PߩF?(\)@@"ܴ2"@!m4s@"Q@!Is @ c@333333E٪Akw@ŐB8(A'@mG uF@3"@@ؑI!@Ϋ2@b Le@ N@\@ffffffEuV%Y@YLAҳb@{00(F@ffffff@@6Ғ@tc@Ii@w//œ/@Wi:@ffffffEմAn@ +"A}8@|z|F@fV?@@M26@, .s@ -N@CF5@t!@ E'm@Ɗ0Ds@7ASV@!{>d-F?Wh@Y@@- +=>@0#M@/D9]@0CE + @0%L@FZ@^[©Av]@ (5F@HU'@@^$r@ +؎r@ R_f@ +.ؾ]@ +uf@333333E: m&g@ArTRAV#@!- +#GF?C@Y@@,x9@/rؽ|@/ ]@//Sz@0C?QRE~Y@sS QAR@0RX)F?QR@@ 3^"aG@͡Zq@ L2O@͉~@sՅH@333333EKF@a5'A׎0@z3wF@3-@@NՂlY@_@mkڂI@u#*@+AֱX@ffffffE ^@܈7AX,Z&@ ,S1F?ygt~@@*q@-d@-,$%@.5@.> \ No newline at end of file diff --git a/Test_Plots/iso_8.20_0.00_02000_p00.fits b/Test_Plots/iso_8.20_0.00_02000_p00.fits new file mode 100755 index 00000000..6be8ef17 --- /dev/null +++ b/Test_Plots/iso_8.20_0.00_02000_p00.fits @@ -0,0 +1,155 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 97 / length of dimension 1 NAXIS2 = 603 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 13 / number of table fields TTYPE1 = 'L ' TFORM1 = 'D ' TUNIT1 = 'W ' TTYPE2 = 'Teff ' TFORM2 = 'D ' TUNIT2 = 'K ' TTYPE3 = 'R ' TFORM3 = 'D ' TUNIT3 = 'm ' TTYPE4 = 'mass ' TFORM4 = 'D ' TUNIT4 = 'solMass ' TTYPE5 = 'logg ' TFORM5 = 'D ' TTYPE6 = 'isWR ' TFORM6 = 'L ' TTYPE7 = 'mass_current' TFORM7 = 'D ' TUNIT7 = 'solMass ' TTYPE8 = 'phase ' TFORM8 = 'D ' TTYPE9 = 'm_ubv_U ' TFORM9 = 'D ' TTYPE10 = 'm_ubv_B ' TFORM10 = 'D ' TTYPE11 = 'm_ubv_V ' TFORM11 = 'D ' TTYPE12 = 'm_ubv_R ' TFORM12 = 'D ' TTYPE13 = 'm_ubv_I ' TFORM13 = 'D ' REDLAW = 'N09 ' ATMFUNC = 'get_merged_atmosphere' EVOMODEL= 'MISTv1 ' LOGAGE = 8.199999999999999 AKS = 0.0 DISTANCE= 2000 METAL_IN= 0.0 HIERARCH METAL_ACT = 0.02380291467262473 WAVEMIN = 3000 WAVEMAX = 52000 END D!Sg@KmUA=L?wfS@h:F?wI1^@s@;.@:KN+ +<@9 yd@65*"D-@H)Rq%Aj?An@(1I~F?*e)@= n R@;ʈiQ@:{V+@96CcE@6XTD&:;W@ii\At? +-z@% +F?=Ϡ`@?C4"@ +"fF?C2w@;k@:_:A{@9)v/@8mN?v~_@Q|F?v$\ÿ@9H@̦A!ٍ!?gC`@ǝV|,F?g@9"88F@8 uY@6hA@5u8F@4/Q E)'QP@tFAA?|p@")F?|g4M@9%F@8 ++:l@6=,@5ⴵ@4/R.K E|T@bhAB4JB?Ժyn@{9F?Ժ%2ٿ@97%@8+@@6Jeo{@M +cA?l&F@ګF?l4ϭ@5AUS@4:|@3P@2(9@5dMt*@4bx@318[Q@2t"@1* + ~ED@A:H!?S@GhF?Y~ @5F&Jڕ@4H#y^e@3^@2qpk@1EF{%@?*G;AtWjU?09[@*3F?05@5'ҙ@4->C@3_ @2^Puf0@1dH}EGex~U@hKmA?yو@x[DF?y_:@5T:@4oF +,s@2{|ب@2IȄ@1ڥnEHP!@k㵴#A +..?ùP@}uCF?õ,@4+z@3pv@2GC@25j)Xk@1zԝEJi<L@B|AY5e??ʄ@ldF?y@4KT)@3qf@2?(@2Np@1iv(EL%$@81AyX?d R@qXF?d}Z@4 @3EUY@2ȡ:L@2 2@1W_WEM8.@xA??K}@&F?F_@4oJN`7@3ncm@2]g/@19@1E-7EP J6@K"VJA\? S@?F?  +@4F0e@3xL.@2nt$@1s4@12Ѥ +EQE0@ BAS/?艣p@gzt+F?艝(V@4cm۹@3N 3,@2Ko;@1zE@1VFERʛ3=@6|AY&?T@qF?՛%@3ApH@3/AQI@21X<+9@1L@1HET0iuI@ +hA}=}AZ?K!@*&F?K^+56@3<t@3iX'Z@2ȋ @11@0]EU͓@=mA᳭w8?8n5b@y0~F?2rwI@3v:@2"P1@1r<@1xc}b@0߾S8GEWq}@یAB'?1`@k(F?1Zl3R?@3\JR@2Dl@1٪E@1]s!X@0ɟ,@EYS+8@g5AՐ&?O`@z0F?縘:>@30QO +T@2@1.q1@1HD4@0۲E[.@!xA +-?OE@uxf +F?/@3Ixiv@23\@1 o@12Ӟ 2@0DE]!@&$V(Any?V4nt@p@TF?Vq@2",@2r=@1əx@10r@0q_%E^ @TRAХ`^dB?"vkE@ka;F?.]@2mI8@2[5 1@1{Sp@1 ~4s@0E`bɘR=@yyAhM? -P9@fIRF? %@2M;z@2D@.@p@1f,@0YAb@0tȄEb?|@R'AyҾP?hz@\rxF?` @2fa@@2}1$@1@dn@0@jt@0X&%2Eb 4@ EAh\$?7DX@XХF?.eW@2Rg@2S"%@13tJv@01@0NaIEd W@e6'#Au?Dc@S<'جF?D c@27 @16ֵ@1!b@0e5 @0?Ee8sт@J~3+AnXG9?W(@MwXnQF?ް{@2Mo/@1>K@1 @0e@00y,EfUeQ@q=]\A8[?Y͸@H +F?@0@2y*@1\+ @0gjK@0PL@0#3EgG@ eAq +T +?KU@AH [F?K Rؐ@1FL\z@1ҤF@0\@0=yNy@0,6EiHLɖ@ǘdA(;~?e@:8/F?x@1DZê@1}@0֑Pb6@0wL6X@0x_EkRGxJ@agbA Er?;4?@1rF?;(ؚ@1L@1}o-@0^]@0a½i@/ 5CEmm;@=5BA`;*G? f@@']IF?SP@11<@1bq-@0ɐMȐ@0MM@/EpyEo0{ ;@gT9fA£va ? '"2@ >F? -Z@1i4w*@1M?f@0m ^ @0=P7c4@/nw$Ep`&@d;XAm\V#?7 >@GjwywAþ? +F>1@>F?h@1@0;C@0Ql5@/ bj@/0vKqEtn2H;@'p9b AZ7?8@F?a@@0᧱F@0%;+X@0D߿D<@/p@/|$EuX@F { BA5RBA?!G/\@<*F?!? @0D@0ę@07Wk@/̺0@/oEve`@@g}AxG?MUQ@F?Mؾn8@0(N%+@0FL@0)H +@/ #@.NEwؾm@pA; ?|BC@)dRF?|af@0 k&@0&@0xz&@/ff@.ԖNaEy Vi@LAr?f@6kBF? ?1@0o Q @0Kn@0Z )l@/u +@. vGEzOOO@|%;A`Z)?Oic@[F?E]J@0*x@0}$@/uc[@/Z=@ێ@.V]E{L[@,uAŗwN$?Ug@sudF?@0ԮO@0@/H@/F>|6@.gQE|`te'@|_A0'7K?47m$@@GF?4,^@0n@0t@d-@/~M@/,:zT@.u];E~5YX@9A1ܱ#?gi-@Ey[F?gQ @0Zظ@0b,z}@/b@/~@.[ u7E_Zt@_1teAƅ}C'?Q @4_AF?Edx@0GW6@0P7oǩ@/19@. Mh@.A/6Er[-T@>io$A悴BE?ْn +ކ@UqpF?ن@008aF?r둷@.+jQea@.G6G.7@-ս@-VjF@,|uE?K ji@[(!v"A}KH?1z@@ﰶF?5f)@.X@.(^ @-kFO@-L@,(\qE8鬑@=AĄE$D?m棎@<ܵF?N@-ｊԲ@.پ@-Pͽ@,@,wFQBE`A'O@-k{PAմ?.q@9AVF?.5@-=kBe@-㵥H @-1eN:@,Ѣ=d@,_)?E \@ \f6nA^4sk?}Ũj*@5 F?}o@- @-&8*L@-V)@,ء~t@,Fد:P1EG@KIzA͛ʆ?ƞ[ۗ@3`F?yR@-K&@-Σ@,f+@,{@,0i8JE!@p}A΁gg*?n'|@/F??w@- +U @-/({A@,vH@-de.F?W3@,`Ѕ@,P@,8RB@+GV@+kE0Ӡe@VЩA\3~ ?0cMP@+bF?0MƐ@,oy@,_*@,^=@+2m@+]#E@S^f@/ +^Aϕ9u?f2@*7&F?VV@,li@,^֞3@+K@+jt_@+udE G@ `A/Q!?#@)xL7F?͒E@,P"a@,?-@+,@+w@+PےE$\/<@(IjA [)?r_g@'΅F?rn@, : z@+ @+z@+oé1@+l@+Չ7ǹO@+_@+c@+>#a@+wYEJw@@$ŸAtګ?t9@%S:)F?t0@+ü@+\w@+N zC@+,p@+3*_EoE@lTIAЏ,t!?`@%ɭ4(F?ӿ?-@+`(@+}3!@+3(@+bJ@*E*@%vDAЬޔ?3,[Ⱥ4@%O9xVTF?2i.@+}+~@+]JY3@+I|@*\E@**3E2S @Rb8AŸ8?y@$/<F?yx@+eh*@+ET1!@+@*dm@*; wcEZ%V+@ AL55?&N@$ioһF?^@+I>Wе@+)Al@*N@*;@*7aECκ9p@ulCA֊/?3a~Ro@#Y F?2oT@+*UL@+ )m@*O"@*z6̸@*'\eE7 3ާ@/EA9F?L5@"PkcF?3[L@+ +)j2@*/Tt@*YO +@*bϊQ@*pIE>5@SG!A?uz?}y~@!; "F?鐂@*5@**@*°g@*D0@*Q?Et@xrA\@,?M`l@ .s &F?L'@*V's@*2k@*i@*6m:@*yROEnk@U A|ٶ?vYqG@iF?8]Mb@*H"@*@a6 @**}#@*tBvU@*i#Q1E6$@6utMAѨ}w@ @_F@ W\@* z@*|_D@*f6E@*]LeQ@*UDrDEHBP@KA˸JU`@;XQ@(8BF@;b@*{P@*l.@*R" +@*KJ66|@*DEy3x@AR:+7@n@J.F@m3@*^V"@*Sɬ3@*=jE +_@*7<@*3+aLUEA8@6fy|A"@i@aD[F@YM@*DD@*=tI@**@*& d(@*#ՍAETn@[|A<z" @@WQF@ö@*)Z@*&O^u@*dP@*WW@*$E[ '@‚Ah/ @B@/0F@Pv@* зǓ@* ) ;@* N@)&6EI@*!E Pr@¡AҏC0@2uJٝO@JKF@2%u+@)l IC@)+ P@)7@)/@)ԙE$TPS @_q +2JAҵ2D@b+?L`@ ||F@a̐x@)܂0@)@eD@)tN%t@)ݢ7T-@)@EJo @xQA@68@ TF@FJ-@)XGR@)eJ@)Ȭ:$8@)Ҿ@);OeE7!Gة@A~@՟r@F@EpMq@)du3@)jI@)lWb@)6Z.#@)ט E@6IFA@Bs@_m@:kXF@rۥ@)bg@)͞\*@)@)W6/@)lEO5*@Y/Ed|Ak@8L K@9߳F@7@Vf@)qu>R@)V@)4a@)e@)![E_ @ÁedAӢ<>@uQj%@M(F@t-Vb@)TA؄rv@)q@)x@)}%@)MEҚ;@åTj1AҼRb@8@ĮKF@4Zm@):;x%@)\V$i@)e[C@)ko51|@)xzEbɪ@ƟJA~-@ݭ;@^2YF@=ζ@)"I7i@)Hl@)Sp*e@)ZE'c@)h^f³Ewm@fA5Az@=@eéF@\@)mM)@)2m@)@>@)G? 7@)VXEv@ noAhd@KnyF1@Խ7F@K?̯@(OG@) i@)-`@)5_@)F?E_2-@7fVj AԥR]@2Zt@)ʎF@"KbK@(q@)L~@)nQw@)ol@)18JEʗM`pK@Y6`A܃h`@Kb@C+F@qN@(Vv,*I@(d@) + @) Q @) 8E`kԒ@y AzK6@/x-@ddF@ *@(<-@(ܱW@(S~?@(=9@)UBE6t)@Ğky%NAL$2A@5}Y@'EF@4 {6@(X@(#Ũ!@(ޚk@(mgu@(Eμ]@Æ2]%AՋDra@rq@@bF@rU@(i4A@(@(bd@(hȟC@( dEH w@bo{Aտ7@oI@A)%JF@n @(SwD@(hq@(\Sq@(=]@(ۥXEd@f;Ag`M@at@dXF@ub@(7,jR@(i@(2@(b?@@(^0EѰ!r@)S&yA@sP]b@"@IF@E.a@(H^O@(seMk@(#m@(؜@(W;EҾi{@S<A֌cl@h5^?@,[O[F@g]|@(:k@(Z5@(y%E@(;k@(#]ErP,`@k,A iT@=@"۴ʶF@UV@'x?@(Ix@(j,$/ @(vv@(J>xEԤ]/@ŗ3AK-<@dq@1F@ᡛmG@'sN4@(/@@(Q$@(^Dz@({SeNEՈhz]0@Ŵ!AV +[n8@Yy@s5F@5h&@'y +@(BE@(@{+@(M~t@(jEX@v;Aת4#q@_SKxR@PF@^ƶ@'G@(a@()X@(6Vt@(UWE{Q@O $AE@ U!@KsB^F@1@':&@'P|=@([@("1@(A{4F@$+@'Iׄ@'L!p;@'^%.@',G@(5IEl@cA0 +@h{8@<=F@gL+@'.ʿ`M@'TM@'ԲV~G{@'3;o@(`EUW3 :!@ƅQ&ilAL@ۏ@n{kF@|@' ʂ@@'yj9@'r:@'ͰW@'P 'kEទ%J}@Ʀ̞A٪IX@Z@gF@ۀ@&Y,@'}@'@'3.@'@U@'L*E@D&7@ſ51A Y@6|{S(@y7yF@5YΞ@&݀E@'fk>@'ʊ9@'㎪@')ǂE'@\Ap;(@{F0@q$KF@zQ`٣@&žR@'O}6mO@'|y@'o@'ԀTEdN:(G@t +A߿0@ g|$@t'4F@ en@%<@&N`@&$ +e@&6@&j*aE @cLA?/^@ @fxrF@ Ij@%ajW@&1=pc@&fa_l@&wP@&$*E}6iDO@ +t/Avlz@ ka@F@ EC@%a;r@&g@&I?c@&Z),@&g Ex/ܰ@z@AI@ Y_D~x@}{F@ WQ=!@%ArwJh @%#@&+ E@&<O@&g&auE +ao/@KʋA>A@ P@xb{:_F@ M@%!z@%@& _Ï&@&o@&H1E@!0ڲAE@ =0@P<F@ ""$h@%D?V@%;e@%. +@%%@&)kѵEAa!@!A-eY@ !]>@DVF@  {@$V@`@%#%9@%Rf:-@%T]VC@&oA’kENTb @!l=AV *_@ +ݦf@@7U;F@ )Bƅ@$i@%] +@%٦_@%=@&Di%E3dV@ $7AOPQ@ D4@*Ӥ F@ AbM @$}q@%y@%.V@%c@& EE* +@ BA؇A=q@ \^^@3F@ Ye@@$ؒ?@%:k@%.>O@%֩@&^ Ea8 +n@Q~A +:@ t2@w2F@ qJӕ/@$Ωx o@%bc@%aNҢ@%I-C@%:ᚙE)U$@-A\nD@ >n*@F@ (x@$”}@%{f@%q@%i@%Kfj~EI@ +A.7@ W^@RzF@ Q&@$P@%q%T@%R@%;x@%NͲ EYk@&eA[n@ fTJ}@ЗF@ 9w#&@$@@%g#@%;^O@%.mm@%EH*Eᒖ\@EA㊬ǽ@ Aiɯ@F@ ϔY@$!^ @%]y@% @%ԱM-@%.O2IED.*@}dpAw@2@ 黀^@uBF@ @$IiY@%SSh @%|&@%q/@% }v]EFgO@ t C.A;jvl@϶t@z HF@ &@$w/k@%IF@%ռ[s@%l @%oE ]1@{A:[@4y@ʦMF@<j@$0?@%?lE@%v]F@%NNϲ;@%ErN|@!O)AONF@.t_@L$F@+Y6*@$͝M@%5<8+@%lHp@%}%]xq@%M@E2):u@g[A䃭l@D^[@X F@Aؤ@$v%@%+r~sq@%by^C@%r)@% TE@&҉@_.sA世 +@[Hl@&IAF@Xy@@$lq@%!T^F@%XQ@%h7@%bED@ɁցA54@q_b`@rN,vF@nr @$b{z@%1I@%N"bk@%^{o@%)(Ed@A% h@Grݍ@cLF@}@$Yc{@% lu@%CvT@%T1>i@%}E{Cˮw@/B*A^ @|۹@Si|F@Q$@$Ovh]@%PZL@%9~@%I2@%s,`EvB@I +!A嗫kP@kս׉@B޽q\F@C`:@$E)0/@$j۬@%/b.Y@%?(@%hCEPk>@6^AwN5@Ǫc@2rDF@5U'{@$v@$+z1@%@%*p@%SQ3F ӆW@VBCƸx@X}[?(ڋpF@OYn@@&q@%@Fm@" a@!hԈ@ tFF M=@/BbW{@]o#?<8#F@TMD@@&9s@%/o@"Z1@!J9@ rB%F?j'T[@l<B%O@czm<=?݉rF@Z@@&8@%:^@"K +@!~@ cfpKF[~@1sB;x/@hQ=i?<3F@^p&56@@&ѥ 6t@% ]ꠁ@"Ѳu@!I3@ dNF l@|NB@ky?>v7F@a_@@&je@%$J@"c3ď@!|q@ *4F 7@QKBm/Hg@p|^?SF@f-3o@@'IB|@%/ef@"nNr=h@!x@ pT^5F iS@,LϔB6Os@sܘr?F@i+e@@'%Iٍ@%:@"W!`R@! +) @ F Ho@-eo"B9븾@x?`NnF@n}ꄰ@@'Pr@%U-iF@#.o6N@!L#@ wF Ա@h0R<Bk6@@}F?4pF@so:Ύ=@@'tJo?@%h%/@#$@">3b@ bwF T+E@L2^PB+_#@sŨ?!5LF@xC~@@'u@%zWNd@#k3@" \ @ 07F '#;J@/DgBKl@ld+`? Y~}F@{އ@@'? s@%ū)~@#1#EZ@"xX@ ƘIF э@pbKBr}:R@zT?IrcF@Z2(@@'.v@%Bwـ@#=~ڨ@"'sv&J@ ggF P:@D0LV@*˂?xxF@`@@'>f=@%\E@#}l@"Lv@ F ۱@u@kLB +S@_?N]F@Zk@@'t@%wv5@#sc\t@!Pd@ F qfۡ@B=?Bƽ"@%& ?fF@6j@@'eѝ@%uGb@#^ @!D@ / .F r(}@;Bڪ@F_?މF@|S@@'a@%d$@#}0@"R@ TF /)@֚v~BWb-@8ͧ? F@$*8@@'q%@%l{6Rs@#+U@"v+@ j!F &:C@ƢhVB'%>@Kz?l^oF@ y@@(S@%>O@#3n@",#@ -:jF nלc2@,(?v$B$@.?fF@ F@@('E@%;n$ @#8 @"-@ JDmF !@IU@ħl+Bnc@dd?&gʑ +F@m@@(BX\S;@%@#9UzK@"F ;0}@*{eB j7@G?]bF@$@@(}-E@%Zj@#Wy@!HF5@ `uFk?}@tBB (?W@ǽ1,?\? F@A\΃@@(i@% @#Y@!@ T#BnF̮ +}@ޞ +B!)$MrR@l9?!hsF@W*QF@@(ā`@%X@# +-"@!Z1w@ I}FF.o{4A@9B!oo@?"?(!0F@g{m@@(HI@%3LA@#*%J@!ȊG:@ >+Fu5@rOB!݈@+r?#E䛀F@w<]@@(D2h @%[@"5*@!s#@ 16+4 F%O:@OlB"2@#?aʶF@k 0@@(H[@%'F4@"dV@!2@ $^7wŁF&\H@ V.B"c@^F?oF@C]H@@(C@%Ԟ~#@"\t2@!`@ `a7FVN@E4 B"ꎕ @&rM?ssF@i@@(e@%k@"%@!2:d@ ǞFg)xW@$1B#WbN@2 ?w޺F@DS@@(B@%zw@"%@!AE|v@t;/F2@%B#qh @=\?'A4F@ @@( @%Ei6@"Ȓ@!G +F@>F^'a @iCB$=Py9@H(d?F@@@(GV@%?@")@!sO5@}Fy76@҇wB$Zz@Rz-'@!U\@e(XKF}sx@vB$8xn@N9?T?lשF@ sr@@(IpT@%vɋEs@"@!]_fs@xxFl @tPB$a@@?ԯUu'F@0#a@@(@%~`T6b@"g @!l@5S @_FI}V@QB#A@Gjp?'$zF@'*I.j@@($@%SW@"UW;@!~!1@oF騵P-@2^fB#C~&g(`@`l?ha(F@^'ө@@(Eĵ.@%c4|@"y@!:@4F";lS@`3B#Ek@>V+d?~q0F@<@@(]b?Q@%K@"od1@![u @Rz_F0]@d&B#x\h@m?apo$.F@(!@@(z@%鉹@",zۛ@!np@8F"@PB#a{@ut?:=F@K@@( +@%WF@"@!9 +V@ ݡ~Fi e@4SB#⾶t@F3?;F@!r/@@(iӗ@%s@"@!}8WN@r;FjE@B$F uZ@ 9s?і;F@ZXG|@@(96@%|@"} @!rsJ@ F$vG@ʯB$p)M@=7lx?ӮF@}D-@@({ +@%~bk&@"(4/@!fId@*mF@"ġB%:*/@v?.R`{F@}zb@@(8ҡQ@%yy@"/@!Z @k F=഼@v|BU—ς@L:`B'FH5@g?х;F@:^@@(]@%dN q@"mIS@!)&Y@vyF&m\(@>^+B'8 =@Z[?TDF@@@(cj@%\j@xB-o7XU@m?>ZF@l@@(ME@%2R;@"(=<{@ >޻@Yk{F#Y@g5B.$]@ N?PH -F@Ҁ:@@)$Yt@%-'@"1R@ ֪@8aF$ZPd/@K[īB.N5@?<7F@ߜ1@@) $n@%*Gdh@"g@ bp@w'F%<"燉@0xCB/_D˘@b?/M F@@@)kK@%% N@"(i@ o@XF`F%>*@S'B0/Ͽ@'=s?RLPF@K@@)35U@%Uo@"Tj@ HL?h@8RF& @>BkB04@n4?PwF@~q@@)DK@%@! @ {8[@uZF'Nxc#@)XB0Jlcu@"j,?FF@UI@@)Jc@%] @!\P~@ pZ@KOF(oS@8B1cF|@_E-l?S-a&F@cvV@@)b0@%e@!p@ fٚ@|{F(理!@ѳދB1 es@}?PF@G@@) W@% Y@!歵_@ \@6EF)7^-@WI$B2=ڐ@M ?S§F@:K@@)%5}@% 5@!K/@ S蠕@2F*ix:r@oB21@ ?F@a\@@))r~q@% b<@!ڱ@ K/q@2F+1Z}i@T)9OB3"RE@>04(?Vy+F@@@)*|J@%-$@@!98@ BY#p@bAF,Ѥ@9Ą-B3yCm@ps?U*'PF@\@@),p@%Sl@!i~|@ 99 8@CQWF-<k@q*V@ 1`@%PGF.|n\@̲)\B4!@Ϝ ?x+=F@tR?@@)27@$1Y@!l[q@ )e@pGF/%#@0-NXB5 7@]?WA0F@;>@@)5O%@$ſh@!'@ !i1@ "F0X,G@ΏǟؤB5€ht@(ڇ!?xOF@M@@): +@$*_R[@!蘛Ϧ@ Ͼݔ@̥ +F0@ƇLB6 ++YP@S6?{tF@}j@@)?cҟQ@$C@!c~z@ j@AsF1|j2@_LpB68,9@}&?zh?ZXF@ @@)?K@$M@!_@ 31@XG}F2Թ%@(UڜmB7)d6J@u?F@Շ@@)?@$@!N:@ (@s;=F2UN@dB7T#@̠(`?s'F@ ?@@)@yf@$D@!;@ Au@U9RF3WS@IܑB8Kw@[@Ф?\4F@9>%@@)A-F@$WC@!IP@;p`;j@8kR9F@뀌 @@)CCN@$r@!z@toJ@iy--F4zn@ZfB9zZY@;=O? .eF@*UΕ@@)F<5@$&V#@!T@c` @ 5F5d-uk@ZIqB: *Q@]?`7܋F@A؜@@)I9:@$/9Q5@!@TIa@-T^F6<@{]bB: G@#S?F@00@@)LJc\@$އ&@!  @%@b F6݆^Z@x2B;^hd @q? n|F@K@@)MB~@$@!@@Ld@WwIF7NWbg@vБB<: ņ`@?cz݈F@ U @@)O7@$4q@!X@Μrw@[oyF8q+4F@ B<: @WkG?'(F@L@@)R:d:@$jE@!,@TA@r\F9E38Q@x޶;B=b@7# ?оF@\.@@)Uq#57@%wJCS@`e?i':%c*F@컘G@@)Z`8k@%e@!]z:@q=,@<~F;%J y@EéAB>qy@3m?K2F@k̪@@)_ҳu%@% @!m[@|/@"T. [MF;M@,B?Cm&@N}^?aWF@4x@@)fO}@%}Md@!g@@@7P!F<@3@{HB@&c3VSf@h4IM?޵7F@)-@@)jQ܏Xw@%y?Xc@!P{@)Dr@YF=i趪@KIB@nQ@[?ݏ?l~F@`@@)kԻTM@%$^x:@!t@ݏ@Ɠ}F>m + @KB@Cuc @ǯ??&D ,F@~&\@@)mG9@%,=@!Ę@\v@`F?!£@I"zBAT,v@ra? yF@zҀ'@@)qp!@%7/@!U$C@ $3@F@/@־qV2BAd@ʰ,P?م#RF@7G d@@)uKI@%C d@!c@ eQ- @imFA$, +@kBBCE~^%@x2?!T1F@q@@){5y@%T纥@!j@ ,?@~^;FANc@k!dBB >@VN?x#9F@kN@@)y@%qr3N@"!jw@ 3]d@j:4FBnb=@Kj~BCO8|@-x?ԷuF@/@@)v!LS@%.Ҥ@"/@ InX@Ye]ݯFBY^@G@csBDPt@N`?xi~F@LZ:@@)L@%,{@"D'@ W @+*FD0n@uKBDG,@VD?NolF@ +@@)Ra@%^1P@"Jt[@ [a@!mBuKFDH A@2ȳBD @A@bڇ1?9}=F@!A@@)v + @%㿤@"T*@ b9"@WVVFD=a9@UG:BE(D@m?<$`pF@P8a@@)V`@%tX@"Y%*@ f0x& @ +2FE‡@=sBE"rq&@tJ2o?α(UF@"X@@)mc@%+@"[WN@ gPH@H\`6FE08@=BE=:;@y<ޓ/?pXnF@[%@@)@%)@"al@ lj;@Ԗ4FEZh=@璢 WBE9&@0:A?ɸaDF@W-k@@);@%6C@"h=H@ qo!D@}+FE"7@܍BE[_Q@+ֲ?ˇ6Z2F@X@@)ձ;@%d۩@"t !@ z #@oaFF>U?@NX1BE$k@M[?dM-F@B;@@)?Jb@%ǽh\@".ڻ@ _:@KiFFթHN@*5 BF_S%@?jpF@Sf>@@)fQΑ@%,l@"M=@ K]@_\FG0yow@p53BF 2@#?UWF@ +lV@@)J^@%߂M@" *4@ ;@$FGx8@_8BF V~@( ?Ř(h'F@'@@)9;@%I@"u'z@ TM/@eڮFH@g5CBG:͏=@ȍ ?CʝF@}&@@)u'@%(}@"uZn!@ #I@xo8ȔBHz^@|Y?EB&F@wT&@@)Qrc7@&o@"O4ዕ@ ?@jFIԅ[@fw_KBHnO@֭?;^MF@tm@@)\j@& J_U3@"Ck@ ^"@E"4uFJ'3@R0BBHE`@{ai?1F@pg*@@)oK@&,K@#[,N@ c@}FKVbw K@<\bJBIsjD@]f?E`F@j@@)R84@&:`ߥQ@#F汸@ @ԓQ9FLy +T@(eSBI|Tx@.$?@?~F@d̚^@@)Zn@&H|@#/4@!DGT@xe:AoFMo>@S9 zBJ@D@B?-BQF@]FX@@):F3w@&[٨j&t@#LZz!?@! .@iE FM@nђBKߒ f@?ͯΣ?F@WL2@@)31t@&n#@#g8p*@!*z\@aFN`@szBKqҭ@0C@@)_ @&YH~@#@!E:/@We(FN$^@̻IBK^Mfl]@)^ߘ?΋oF@B@@)_&[@&>{@#m#@!B>R@c9&FM? @cBKF3@)^ߘ?F@D7PU@@){gng@&~+b@#J%E@!=YKo@cѦYFNQv@n@BKAu@)>_?s˒ F@DA@@))it@&vМ@#^@!N0 @Zd0FM~]5@FPBKOKv@??^5egF@@@)ӟ@&V @#8E^@!oB@`NFL^p@鲠!BJB3@ڭ?^߉K`,F@,A=@@)Ɋi@&" + @#Jf?,@!\ŊU@P*IFLzxmn@BJ)V"#@W?^aF@:L@@)^A`@&E-e@#(@!O`@=FL>,@32BJc@@?F@-W~@@)ͨ@&h/@#_/t@!^ޏ@+6pFL)@ݛBJSR@5p?*MwWF@ŕ@@)OGG@&*ԋ@#v.@!n2:@-/FL_g!o_@םBKO]@cg?liL=S?F@<3@@)lП)@&E@# y,@!5Z@d`}wFY#y@ҀB8:l@z5?r%9XNF? @Y@@6hT@SӔw@~ +}@E*@a^FYl=@B~R B7ѽd,@z6 d? `wF?럈#Al@Y@@X8@+~Ί@oa#[@PvB@x@|FY?Qv@jB7Kl >@z6(@?+DzF?-f@Y@@p+@ g[@b @7 @FFYO@)@cB6 C|@z6D?ʁܗ^F?a/@Y@@ߕi>_@ⴑ6p@W +L@CR-@PWFYԼ@#B5BI3]@z6a7?VZpF?yv@Y@@R8Š@i@N#"+@y@0},FYlsc@[ePhB4m7j@z6}~?;7F?@Y@@qhf@ @GYY1@˛]w@HmP|FY Y<@ꋪ'B3"@z6f?9nHF?>\Q@Y@@?' +@cYz@AJ_@'DR8@a@}FY +7ߏ@/cpB24}e@z6 +?ϫ5 +(F?i!ʮ@Y@@*@l]e@=iV@@{RFYL^A@ݹB2@z6P?YmF?}G6 +@Y@@~ѱ O@SG@;\@ +W@׿hFY5@ "B1hFx@z6=?GPF?뜵lb@Y@@UDf@=uo@;7~V@`@x~FXlş@TdB0@z7 +݅?֣5F?Z@Y@@*ZLF@)E@jF?Zf@Y@@h6ρw@z@>޽@-1f\@FX= c4@sB.C?([A@z7Cj?SF?뛥q@Y@@Dفf@ikJ~@BfZ@<2 @ +# FX +l@?K+]B-w*1{@z7_h?*tZF?K!@Y@@#|1e@9M=@Hv&|@KYY@)g`IFX-(@*B,ڭ)@z7{?bDF?8'{@Y@@9ul@6@O yD@\$D@I7FXyX@c*B+c&@z7@@9@W@§gu@ \FXۓQ #@:h6qB&mqFN@z8%g?[Xr&F?T@Y@@yBF`7@mb7@`H@H=q@xYɛFXjU@=B%qQ @z8A?xF?x,S@Y@@iAĠ@7F@3O@0ߗ@?]:@˂úji@'=Q@-IFXJe,I@ɔxB#Ӻ@z8?̛ai4F?ioS8@Y@@D3M@r@gIp@BՏT@3 +jFXɹ3@v%B"]:ȿvx@z8?6F?@Y@@?@`TBFX_@0^B>(@z9\?FnҬF?ɠ#@Y@@-E@t@{S@ \w@̘FX]{a @ė!B$@z9x?*i{gF?딖he@Y@@04@&̣I?@V@?Pm@5FXEV@[\ vB8@z9.&?a>F?<@Y@@5Z@7^G2@ЉhP@bg@1h#'FX^{*@m'j#B7c~t@z9tl?F?@Y@@;@I"ð @l:4@{`S@^l[FX-$@,Bq1@z9ͺ?~UKC] F?듇F5&@Y@@Cg:@\ +M@9@+K@FXi͆@KF:PB +d@@P+FX~_@2ciBכR@z:"?)jfF?x#U@Y@@b¿}@y/@`8B@jH@^j"@FXע,@ǩnBz@z:>?qx\F?d@Y@@o*`e@gg@];@D=y@G4FXz @" (pB)*j@z:[&?F#!F?aoM@Y@@~Qqn@WQ@H5@l#/@wһ੧FXc@ȞZwB_@z:w`o?ԀF?iw@Y@@\@|,@s`@@3ATtFXih=@RBI:je@z:?bF?8|@Y@@r@*W3u@_3^@㗬U@FX3@ɝNBa1@z:?9EF?됴?]~@Y@@[@ssm'/@QyR@zg@ +3 FXZ@!kuB/Oa@z:3N?!6DF?Yނ~(@Y@@K +?{@6[n_)@8Um%@C#= @;jovFFXL@ʧ,BUl@z:y? F?}z\@Y@@ضfEq~@S@^T@>NQFo@mOFXN(t@0NQB'@z;?O4MF?돥s@Y@@>_h@rAK@]"x@iݟ@,X+FX{ȆK@˻B{kx@z;!'?*F?Ji@Y@@ M@G@h,w@ 6@RkFXxCe@J){~B J %P@z;=Lo?GdQF?[\@Y@@e6@ Lf@R@²◩@c-XFXtg@W̵B $2~Ud@z;Y?GdY}F?뎕;M@Y@@5C@sгֽ@g +@@9|t+!FXq:ǖ@onB ߸!@z;u?Zz/F?;`:L@Y@@NL@"@)@yPݧ@mJ{esjFXm s,@},B NOb(@z;N?dF?8$y@Y@@iVM@(u@S\%@Kw@n5FXj3@ΠK @B? +@z;e?zmHpF?덆ת @Y@@_ @8-@$2@~4G\@zWH_@FXfW@=[ LB@z;ʫ?F?,v@Y@@;H@[}6'@jU}@qY@ +N?FXc/?_P@ށ?B +[S@z;(?3F?@Y@@p}]@qL@ի!'@hc@?~/cFX_d@AvԄ;B"jc=@z<8x? +-zF?w"@Y@@),~U@)2@aF@ ]ߣ@uvFX\,@ЕU1BBib@z<~?+쓷(F?T=I@Y@@Oݹ@G@/C@: \O@^UFXX`@C'C?Blo&R@z<;?I@wF?bbm@Y@@it@ݱ@]].$@k'l,@kFXU+ٴ@B,Q1B{K@z4As7@z=:=@]F?눕t@Y@@c~nw@ld.J@/Q/@6H@֕[6FX5I@ԧJ*ATS6t@z=V@>JsF?;*.@Y@@+; @2ٴ@@EyT@kbK@suqFX2Fh@Ԯ#A@` @z=r1@!!F?@Y@@"O-@ƃlZ@r2@@H\yFX..$>@}GA9[f@z=z@3OѷF?뇆i@Y@@<@ETY)@)@մ/_@U%FX+R@J4sAX @Ik +@?|@wln+@-|:=FX T@D ,)@P!F?L=@Y@@\e@L~@s24g@k쐮@ggFXnY@׼yAB@z>o@72vF?„N@Y@@Z$@;\@l9@6=@RGFXP@5A)L@z>81@ede4)F?h#a@Y@@h*@gm@27D@)4@]0|FX@I.@ز5\AԲ@z>T{@%(*F? 2r@Y@@ 9pO@@c%*@H}o@R#u]@ 6FX M<@0;AQF@z>qB@lfF?넳b@΂@Y@@8@qD@Gp|2@,q@ (FFX+@ٲEs,sAT`@z> @2F?Yeg@Y@@faK0@0.S@}_*S5?@?0@ EnFX  @6*XyA/?c@z>[@wpCF?@Y@@'yy@.` a@[ӋA@+C@ c_ WeFX@ڼ9HA?;@z>@BL2 F?냤?@Y@@zJI@e6@顠kް@  Sy@ l9FX4eI0@EkпA8亂G@z>[@{7F?I @Y@@򹲇_@:M[@ h@ 49@ DFXPʗ@aA5@z>5@ЩEFF?}@Y@@"lp@mjr2@ +ص@ Q.;@ n%PI@ B@!&\?T@!> (FW1@L4yA˪s@z?{@ +kƹ\F?w@Y@@h#Ɏ@ ]_@! {-@!7-ʊ@!o`FW螛@VK:K|Aq:@z?@ QI/F?@@Y@@A0@ Ѓ@!'k`@!TL*@!ʲ'ZFWRx@q`7A &jg/@z@a@ wIF?gd@Y@@Sv@ X@!Cc@!q@! ]TZFW%m@LYӭAUy@z@5\@ ߦ: +ҞF? T@Y@@I +|@ 6d@!`D =i@!}*@"zFWv@᥋r;Aⓠ4Y@z@Og@ +&~F?~_@Y@@}ms@ ?+@!}1x@!]8@"&1c&FW\P[@A{kA&` [@z@U@ +nÍF?~X@Y@@#As@!E;@!Ł'@!#x@"D;c3nFWћ5$ϲ@\-dQiA%JZ@z@Ze@ +1N F?}1(@Y@@+ކ@!, G$@!g|@!b@"c+APFW.W@.ZwAyR@z@_J@ +_MF?}@Y@@(A@!H'@!Զg@"ǒ@"[FW`@wBAߧ%y@z@d@ CϹF?}Ip>@Y@@R)@!d @!=@"#|=@"1FWVV @}xAi~ +@z@jB@ ֐jXF?|c?@Y@@K&@!XW3@"IraU@"Allg@"?BwFW}@W% eA7;@z@o+@ QF?|@Y@@W7(@!"J4!@",V@"_o8@"LqFWhL@HgAL@z@t@ `F?|:M@Y@@ۆ)3@!vZs@"J8ER@"},R@"(gFW8@WEA9&@z@zl@ `FF?{;@Y@@+zM@!c G@"gT@"Rg@#2tFWl@#A9[e7@z@i@ t6F?{@Y@@bd@!ti@"~aZm@"t0@#<.KOFWC1@--Ao@z@@ .Rl>F?{++Ԗ@Y@@ e@" @"@`@"5=}@#[T\/FW @ -A궼GV@z@O@ 5sF?z=@Y@@ўi#@"+⪂@"e @"_@#zH FWr@H@fa;Ac#k@z@E@ |ҌF?zviaat@Y@@ fw@"H#@@"^@#@# +#mFW +}m@4HA~gT@z@@ -xF?zb@Y@@ ê @"eP @"&@#3kf@#1I5FW @OW[=A5n@z@0@ \ARJF?yO@Y@@ < @"{ ܟ@#@#R;I@#fJFWuAyT)@z@@biAF?s9Du@Y@@"+gMFN@$}ʛg@%$ @%a鈠\ +@%+^FWkk-,^@mY8Aġ^@z@z@N_LF?sf4MN@Y@@"IJM@$FH9Q@%C2ݴ!H@%cww@&+iFWhVhlZ@tAjT@z@P@孾K'F?s wXS&@Y@@"gAژ@$9@%beq=@%Jw@&34Bqv-FWd7S@Xr]A @[YF?qH CT@Y@@"*@%Tr@%v@&?p@&%!YMFWT, |@(ovA-N@zA @p{?F?p207&@Y@@#q5@%sXW@&)@&^Ir9y@&("zFWP\N@|IUA2@zA#S@UF?pT'@Y@@#;&v@%KF@&> +ܳ1@&~=7"@'7CFWMw@lOA l@zA(!@ƞF?p9px@Y@@#YED@%L2,@&]ee@&qeփ@'4wUpZFWJA@V [Ak*@zA-@5 F?o@Y@@#x?@%Z`-J@&}.@&K@'TL)N\FWF@/iA{@zA30a@ q.F?od@Y@@#͢@%tAr@&[@3@&.4@'u +ܳFWCl.aa@)8A%:@zA8z@1d' F?o*M1@Y@@#rٺ3o@&;s2i@&yE>@&)W@']]AFW@:@BAB\2@zA=ã@TJ.w^F?n@Y@@#5 +;v@&-Lr@&-8f@' @@'D%FW<9.@VuAV>zX@zAC C@xltF?nu+@Y@@#G6@&M<@&9]Kk@'>LiJ@'.FW9d)@v&/AlU@zAHV@)')F?n+Oi@Y@@$ւ@@&l[l^@'V(@'^ +#NTZ@'xpGFW60~@霋] A9S@zAM@IlF?msB]@Y@@$0:M@&=@';^_@'~r@(⤏YFW2凉@_dnS&A*R@zAR%@WӧF?mfi"@Y@@$Oh2@&@!@'[W!ڱ@'&q#@(7Qb2FW/b-@׉ÒAȬk@zAX3@:F?m @Y@@$nW&@&ʂG@'{7me@'?t @(WkFFW, u;@R^`AH*X@zA]}g@*cF?l޺@Y@@$QX@& @@' @'`&3m@(x@9eڧFW(j@z:Aiy6@zAb@N:F?lWGo@Y@@$ Bp@' }:$@')@'hc@()k=FW%c~9@N=j~AD,@zAh@q] 'F?k&Q2@Y@@$9@̲@') Q##@' nj@(ȁ!@(C $JFW"J@мe"A_@zAk>@K~F?kX=@Y@@$g#@'Ho@'pY^@(>æs@(#DFW 46Vx @UpGC An A%M@zAm@ΆF?k<;(@Y@@% +@'h /z@(@(_򘏘@(6gi/FW{@OAɦ@zAo@@y=F?j݀]@Y@@%)K@'.c@(:65@(+-wK@)qMFWʧ%^@f1B7AVJe&@zAq(@K-F?jwp@Y@@%I]c@'J/@(Zп'@(W_i@);*KFW' <@@ A&4/>@zAr@#TF?j r,t@Y@@%h\5ї@' +@(zvT@(OG@)[ FW-@o]A sSi@zAs@G?+ZlF?i9@Y@@%G۟@'8@(R@(߿@)|+FW 6̔@Aˢd@zAU@jF?if@@Y@@%X@(*/b@(>M@)Bh@)ֆFW {i[@? AR@zA@~8F?iI@Y@@% ;u@(&%@(ۛu@) t}e@)awhFWHλ@DגAӟ @zA@~OvF?h @Y@@%f@(F@(Zj@)A_3L@)ޤ FW5S?@ߒpAa@zA"@C^F?hNgR@Y@@&-a@(f@)t@)aji@)]FVr&*8@~Bo#Al!@zA@ +VPF?h7@Y@@&&s,(@( @)<폜@)[#@* nk%FVkٍAhA/@zAԳ@gF?gKV@Y@@&FXQ@( z@)]olg@)K{@*A\"?FV7AbQA#0>;&@zA@ApF?g \@Y@@&fK^@(F@)}*YPc@)@u@*bQokFV IuAXuAMEn6@zA@ew`F?gTZ8A2@Y@@&X@(ZO@)y@)fZD@*[*FV+A `' +AwC@zB d@]F?fC @Y@@&G@)cJ@)cp[@*q @*=FVݵyV\Ad];OAGp'@zBh@7^F?fpt@Y@@&ƫ|@)(t{q@)7@*&iO@*ŚD=FVelAHeAԖ;F@zB#@"IQF?f*!r@Y@@&o@)Hц*@*ZC@*GYNF{@*yFV,A(VAGP@zB/w@VfF?eō܌@Y@@'# @)iG:*@*!z/@*h=jOI@+gFVAh@#AuSA5`I@zB;@|KGF?e`gM@Y@@''AIQ-@)˽@*BFpLU@*,߳@+(7ÞFVsLpAϵ:eA܀!@zBHf@<^F?dcs@Y@@'G&=0@)S@*cz7@*m$@+JwdFV A0 B%jA^o@zBR@^d[F?dڻ@Y@@'fKoi@)L|!@*N!E@*xz@+i۴FVAGAc,E6AvtÉ@zBaB@liF?d3<[@Y@@' @)@*7@*'&@+jUFVxA_DAFW@zB + @A[F?c㸖@Y@@'XC@* b6w{@*5@+ U«@+ FVNA^zgCA%` +m@zB*@N:jF?c B@Y@@'ͧ@*,y`2@*A`@+-\@+ΘlsFV eXA A k@zB6c@Y^F?cY@@Y@@'[@*NA@+H@+O{@+_&MFVorg!YA1#A Δ@zB@_$F?c(W@Y@@( l7_h@*pO"@+*]u@+r@@,ӽKFVF &3AA1ʎ@zC7@;P"F?cT@Y@@(0 k@*_K VN@+NI@+ɴ}@,8)FV30;.A "Z}iAR1&@zCM@`B!F?c;5H@Y@@(QgY@*LL@+q _JW@+W@,ZFVfoA@AĦ@zC{Y@@ +:/(F?c~|@Y@@(?@*)@+YLz@+a.@,6FUt\BAgkg:A>u^,@zCk@WF?c۝*@Y@@(s:@+@142@+|@,!؍5j@,S)FUۤAkqRAgd:H@zC@̖F?cg@Y@@(A@+A2l>(@+W@,EG|d@,FmlFU?!oVAYf1Ah@zD@$gRF?cٌ@Y@@(M^@+dZwN@,@,hy@- +XI"FU6WAְ AeK@zD=@A8EF?cصFУ@Y@@)!f<@+6@,C>'Z0@, P@-.JI=FUiڑQ?A Uڻ(Au@zDs.@hAUF?c׵V@Y@@)E'9*@+z@,g6H;{j@,<@-RRUFUEZ+ PA ו& ԙA\܂ o@zD6@x0 F?cг:N@Y@@)hЇXP@+NQ@,=/9uA@,+iv@-wȣSjFU- A +[0OAWW{@zD=@hZF?cUҊ@Y@@)H4@+.4@,8z@,àҷ@-j;lFT(A +ՉA @zE*G@یN"F?cע@Y@@)v@,XnQ@,&^G@-5-<@-p{֡FTzkc$A k߫Ak@zEp@3[F?c@Y@@)-Q@,AaA%3R@zEN@FF?chR@Y@@+ L7m@-s~?@.1.Nn@.{>@/ wFRc<҉AVAh8v}@zEN@qF~F?cϤه@Y@@+5^@-(@.\-~@.<@/J8?FQu }aA_^3Ap@zEN@z{~F?c_kV@zEN@ֈyF?c̵@Y@@+HGx@-N>@. !f@.Vh@/@8FPqȍiAA( Af*/@zEN@#F?c7v@Y@@+K@."r@.ᕠ @/+d)@/ЕmFPqJˎhAo:ɠA/:ˏ@zEN@#0DF?c=I@Y@@+v@.Pڿ@/|f9S@/Y[_@/օFOawA~nX!A}daR)@zEN@Q 䱛F?cZ/M@Y@@,[\@.~ і@@/=˗#8@/ߎ9Q@05:FNg-AfIA|"Oi@zEN@~.ܓc-F?c`T@Y@@,HQ@.uDS@/ot@/_t@0/-FMITAh/pAzi@zEN@JF?cʧ}@Y@@,z)֍@.'Z@/y\4@/i%@0Iz1%FK?9}A"rۏAy.G@zEN@כ-F?c^B@Y@@,BPN@/+C2@/ؙY [@0|e@0d*~EFJ*}I-AH6$Aw@ň +y@zEN@]LKF?cu@Y@@,x@/K=@0E{@0*/V@0}3FH.xA#jAvc6@zEN@0*F?c`@Y@@- @@/}Y;@0ҰVl@0C渇,@0]*FF22A@H@Auɦ/@zEN@[BF?cɼ)O@Y@@-F/@/f <9@07Y@0\M@0XFEYeMAVP^At2@zEN@fF?cɛ@Y@@-v@/߁Q-@0Or@0tѡ7 @0ǖP`FCO#3A^i`VAs\.@zEN@kNF?cɇP@Y@@-…A@0JMk@0fdeP@0]+J@0"䫹FBM^AXacAs%P£@zEN@ȵ,F?c{B>@Y@@-Go@07@0z +@0Y +8@0F@b>AHXy/Ari%9@zEN@4AF?ct@Y@@-A@0-D3@0@0O@1 WF?dԺ6A/5esAr-۰W@zEN@/zF?cquN@Y@@.1BV@0>@0ac:)@0L@11BoF= / AY^Aqfj@zEN@CpF?coA@Y@@.4 xE@0Nd p@0+G@0cf-@1&n8F;Ay&Aq5;G_f@zEN@%$8,F?cnf@Y@@.PRs@0\Y@0,@0ğe@14zF9+t^Ao,ApJ4@zEN@7t??F?cm9N@Y@@.kYv@0j8m@0w4@0#@1A@F7q"biAYApI%8 +@zEN@HH8nF?cm]t@Y@@.?Y @0v}l@0tFOg@0\L@1NK*-F5An@a\=ApMS@zEN@WE+F?clZ@Y@@.>Ù@00$g@0V@Y@@/@1 l@1h L@1Ǚ?@1g34F.3) (A +5 +%Aiv>}@zd @*`MF?cJ@Y@@0>? +@1qN9@1ϖj@1윝@2EF mfA AiDm `@zp@1(fd(Ag14|+@L/@EBF?cϭ%$@Y@@0؟x@1Qǃ^@2)c07@2Nj +@2 +E7ZAbAfx~@F@u F?cT@Y@@0:@1JK@227WP@2V{ @25E غA8fAflj@,@\'7F?cH@Y@@09$]@1vЫ @2;@2`S%@2wuEAA9Af|@,@F?c՜(R@Y@@0@1ϓۃ!@2E;@2iE[@23EO);An6Af>5a@]?@Rp.F?cF>@Y@@0@1@ƹi@2NvV@2rr4n@2dRE\}ZApAeZ]@+@8RF?cP@Y@@0ȗI< +@1#"@2XdѨX@2|,=@2˄DEvW=A8R\:Aez_o8@ @-6vF?c޼n@Y@@0>@2aX@2a @2t(@2836EXN AK@Aer^@bb@NF?cvF@Y@@08%@2 H@2k ,Z@2 *+@2ߧYEÌ~VA_IAeEP]@rr@kErF?c抳^?@Y@@0傻O@2|N@2twcM@2%v~@2=|1ESAEe7ղAe V ۝@ +{@٥rFF?c@Y@@0n'@2!|3M@2~Dݴ@2\H@2rȊE lyA=Ad#'@ +o@/n"F?cz@Y@@0{@2* @2xTD@2Gsj^@2xE8 2A`(D +yAd~Y@ć' +@쉓%F?cn@Y@@1̈́@23۹m.@2; + R@2?B,@3u1E_,~A%3Ad_ n@n@[HF?cc@Y@@1 Q=@2=Y@23@2<@3 xE7dj0A2H'Ad+"p}@֫S@iLMF?c<6N@Y@@1~@2F6u&@2`Ŋ@2ƪ@3ߐkEb`_A[AcqS?@Na+@ 9F?dq +@Y@@1-~@2O@ eE@22@2Ϙ @3Ky5E MAyUȵ,xAct@Yd@ @6R(@6 X|@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.?$ȟ@F?$ȟ@@@ '76F@ '76@Y@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@E#zͤ#r@AgZ1AY"Q"Q@ HfF?Կ @Y@@5|<@6#@6w%:@6Ox@6*@ F +Ӷ @Ɖ6VAa]j@ {5MF@q!@@"*y@#i+HZo@#6v 2@#v~6@#\S@E,+8@ٹAZy=@ hF?LA@Y@@594@6SH @60 @6p1G@6S/e@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@E$^@PztAX0@ jF? ~@Y@@5A@6l$@6sIJ@6Pǀo@6@EҎM)@ď33uA%4WF@FF@>(@@'/.@F@ Ev @@&v@'.'`@'9H@'=.->@'`U@EBe\@*5DMA0M",@gKSF@ck@@$["@%/zhj@$# +@%>T0݄@%c^4l@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb?ffffffEB3@As)m@ P13F?ffffff@@+1a@*D\'@+\H@*(G@*V_,A@E+wA@yAFOJ@"_{ F?[BF@Y@@6i@7o Vȱn@7/en@7>r@7Q4?zSHF?zSH@@E( @WpXAO.c@!EF?hM@Y@@5Yz@7h`@6yVW@7#q-r@7gb1]@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@Ezݔ@nARt,@jC:bF@LPr@@']S@'g)@'ϕ@'{h@'آUJ@ Fx^ |@Κ{1A:#F@D?F@pϿ@@"~9~]@$ o `@#*^.@$%R@@$ltC[@E%1@Cc6ACg@jF@ hH@@% +R 2@%C@%.c@%4Y4@&G@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ EjV_0k@\BW¨A5(@@'/ + +N@ +B9@@'̧@'e/$N)@'e h/@'Y@E4 R@ߛTb)AU=2@!D_UF?@Y@@5!Ot^@6hmpka@634+,8@6j0V@6b1@E4gc@ߥaNr AU3ߕ}@!EzY)F?̢b@Y@@5""@6hUُ_@63H@6H&@6+r@EݐP @ B`nAڂ͐բ@dX,F@9@@'F?{[>@@EҎM)@ď33uA%4WF@FF@>(@@'/ +B9@(@@'/? QrD<'@exH +ZAr,_@a F? Qr@@>!*h>@(@@'/AWRV}6@! +˵MF?`V@@4 602@5x@5)H@6Dcb6@6Zj @FR@GE#y A9Au@ XIF@y3@@#YZ @$UGխ@$PbǠ@$eo@$@E( @WpXAO.c@!EF?hM@Y@@5Yz@7h`@6yVW@7#q-r@7gb1]@E4ݑ*@ߦ PAU318h@!EyF?e+a@Y@@5"#N@6h0@63@5@6P @6s@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB@Ejlr`@Um)\yA.@zXT?sպ@@+ ~VA@.[0@-w\pT@.@/**'? QrF?|ķU@@EҎM)@ď33uA%4WF@FF@>(@@'/F?% @@ F zqjDk@ 7RyA򔕺u@ +ͳ{F@fs@@"cP[@#"D@"R3G@#.l9't@#KB.@ F zqjDk@ 7RyA򔕺u@ +ͳ{F@fs@@"cP[@#"D@"R3G@#.l9't@#KB.?zSHF?S.(@?$ȟ@F?$ȟ@@@ E0w- +@\APfV7@!7F?|Zqx@Y@@5~@67(@6] +9@6΢6@74@EҎM)@ď33uA%4WF@FF@>(@@'/F@ Ev @@&v@'.'`@'9H@'=.->@'`U?$ȟ@F?$ȟ@@@Ezݔ@nARt,@jC:bF@LPr@@']S@'g)@'ϕ@'{h@'آUJ? QrD<'@exH +ZAr,_@a F? Qr@@>!*h>@elAH) @"iazF?^z9@Y@@5heA@7Rp֧@7 +Q@7r@7 ?ffffffF?ffffff@Y@E(j6^&@'5AY"Y?@ v )F?)sБ@Y@@5[ۧ@6vSP@6T++@6ߠ@6ʀ,p@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U?zSHF?zSH@@Fm'Q@;z/AdY@ D6ͼF@O"@@#30n@$@$mLa@@$;b2@$0@E8v ~@݀#2A[5zq@  T?@x@Y@@4ʰ@6ݓ@5ү 2x@6"g ؜y@6dp"dTM@EH:奈@GPAWP_< @! +OF?쪸[@@4lو@56N@5J@5@2*@67W~$?D<'@exH +ZAr,_@'F?@@>v͗@/@Y@@5g@7lze@6˄ |h@7!"@7dBm2@EݐP @ B`nAڂ͐բ@dX,F@9@@'v͗@F@ Ev @@&v@'.'`@'9H@'=.->@'`U@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@EҎM)@ď33uA%4WF@FF@>(@@'/F@ Ev @@&v@'.'`@'9H@'=.->@'`U@E9uϹ@U&AƂm@H~T?R@@)ax^@,)'h@+.rj@,j6@,ϴB@FR@GE#y A9Au@ XIF@y3@@#YZ @$UGխ@$PbǠ@$eo@$@Eըa@ǑA5(@ 0iF?Q9C@@'#A@'z?&p@'|^@'v3(@'naK@<JwF@( V@Y@Ezݔ@nARt,@jC:bF@LPr@@']S@'g)@'ϕ@'{h@'آUJ@Ezݔ@nARt,@jC:bF@LPr@@']S@'g)@'ϕ@'{h@'آUJ?0̼,F?0̼,@?ffffffF@.4@Y?{[>F?{[>@@ E_@ʙUA +:?@ F@ +j@@$ڦQa@%$k@%~@%v~ck@% M@E2@.r_vAGz>0Z6@"{'F?U=@Y@@5?8@7O#@@7 ``@7p ?@75@E*̕A@_ AG-!Q@"kF?)sБ@Y@@6 zĎ@7kz'@7,Y@7U@7<7o? QrF?wk@@E+P2x @s.AGz S@"Q9:F?;%o@Y@@6aqj@7n7w$@7/*JT@7!@7q>?ffffffD<'@exH +ZAr,_@3KF?MUh@@>vw"Z@5@(@@'/F@ Ev @@&v@'.'`@'9H@'=.->@'`U?zSHD<'@exH +ZAr,_@&&F?zSH@@> +B9@EAH@6n1*@6IZuk,@6`@6ɔ_VC@E+¿Z@ĀPޯAuO~ +@}X,7F@>(@@'\ |h@(K1.@(2͹xE@(TV^@(i(?$ȟ@F?$ȟ@@@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ E_@ʙUA +:?@ F@ +j@@$ڦQa@%$k@%~@%v~ck@% M@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb?333333E<@R]Ap7hy])@ TOF?ffffff@@+1c'@*@+!wR@*H@*ыq@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@EH:奈@GPAWP_< @! +OF?쪸[@@4lو@56N@5J@5@2*@67W~$?0̼,F?m%H{@@F!5m{i@(@@'/@ffffffE.s]@ @jViAYB3[l@:-F@@@'бҺ=@(:uA*@(O@(E6@(\dw@ E@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s?0̼,F?0̼,@@EݐP @ B`nAڂ͐բ@dX,F@9@@'IFp@F@ Ev @@&v@'.'`@'9H@'=.->@'`U?D<'@exH +ZAr,_@'F?@@>v͗@AZ@ ԠF?7~@Y@@5'@6GNo@6!@6e.\@64?k"ɁF?k"Ɂ@?F?@?ffffffF?iu[@Y?F?@@Ek(I@KzAћ3 @[ iT?K ͳ@@)6.!M@+a@+^=L@,;m@,@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB@EAD:j'@oILAWP!8jC@! NDF?(@@4[@5*ǫ@57@6Xɤf@6Z @E< +!@,yA4&@uT?%o]@@)%[j@,:1@, }l:@,ҷH@-ugP?0̼,F?0̼,@?$ȟ@D<'@exH +ZAr,_@&qF?$ȟ@@@>{:7@(@@'/$^JP@@E<(@Oh0A޻a ho@ F@ 0 )@@&Gh+%@& b@&<($@& @'y@E l@N(@&'A~@weT?9.@@*]n?=2@-#J@,k"B@-ex'B@-7_}@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@E]DIf @4|K-A %@ mT?ud0@@*j@-3Ur@,!Oc@-usg@.`WE=@ EjV_0k@\BW¨A5(@@'/(@@'/cE뒨@F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U@E[l@ LnAw=a@@ h^JF@N,fX@@%?O@%Z}a@%aY@%Yy@%"X @Eޝg2@t#A>@KfT?ƼS;@@*/s@-{ +i@,( @-VǮ@.J@E,H@ ,<A䜐@覵%T?a@@)㿾Wj@,lCbg@,gM@,jU@-zkJ@EݐP @ B`nAڂ͐բ@dX,F@9@@'@'̧@'e/$N)@'e h/@'Y@FR@GE#y A9Au@ XIF@y3@@#YZ @$UGխ@$PbǠ@$eo@$@E3-TI@ۮߔJA[ @ K?T?Y +>@Y@@4tF@6(ӎߟ@54F@6F]j@6mA/*@E+P2x @s.AGz S@"Q9:F?;%o@Y@@6aqj@7n7w$@7/*JT@7!@7q>@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@EҎM)@ď33uA%4WF@FF@>(@@'/(@@'/!*h>@ +B9@; g1@;l)@s @^{T?!.H@@)z@,aP@+p\ݲ@,T@-/Ɗ@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@Fm'Q@;z/AdY@ D6ͼF@O"@@#30n@$@$mLa@@$;b2@$0@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U@EݐP @ B`nAڂ͐բ@dX,F@9@@' +B9@ h@@'̧@'e/$N)@'e h/@'Y@E4 R@ߛTb)AU=2@!D_UF?@Y@@5!Ot^@6hmpka@634+,8@6j0V@6b1@EݐP @ B`nAڂ͐բ@dX,F@9@@'v͗@Yrn@uMA@F@ Ev @@&v@'.'`@'9H@'=.->@'`U? QrF?f D@?$ȟ@F?$ȟ@@@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@E( @WpXAO.c@!EF?hM@Y@@5Yz@7h`@6yVW@7#q-r@7gb1]@EH:奈@GPAWP_< @! +OF?쪸[@@4lو@56N@5J@5@2*@67W~$@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@ Ek%W@ >vAj@HڔF@ "@@%dAx@&,Sz@%M%dw@&;@&`|@E#E@׀TAZɥW,7@ sF?Q@Y@@5ygΩ@6ݢ|@6eJ +@6g@6C5=?񙙙E<@R]Ap7hy])@ TOF?ffffff@@+1c'@*@+!wR@*H@*ыq?zSHF?j|u@@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@ E_@ʙUA +:?@ F@ +j@@$ڦQa@%$k@%~@%v~ck@% M@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@EݐP @ B`nAڂ͐բ@dX,F@9@@'@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U@FHo@B!#c??:)NF@M_@@'[?@"@%NP?@!n +k@^?ffffffEB3@As)m@ P13F?ffffff@@+1a@*D\'@+\H@*(G@*V_,A?$ȟ@D<'@exH +ZAr,_@&qF?$ȟ@@@>{:7@@6%$@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB?333333F@▩AtY@R +F@Xf:@@#ߠ:@$g¬@$eYE@$0 ꞃ@$מi@E4 w0B@܋Z>5AZvיJ@ "ecT?앿Ex@Y@@4D@6-a@6T]@6L33O@6@603I@E4?xz@ߥ(AU4Z@!EsF?W @Y@@5"_3@6h(@@'/@'̧@'e/$N)@'e h/@'Y?ffffffF?ffffff@Y@EҎM)@ď33uA%4WF@FF@>(@@'/0@F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ E_@ʙUA +:?@ F@ +j@@$ڦQa@%$k@%~@%v~ck@% M@ '76F@&tc4@Y@E i#n@@AW- @ zjF?dob@Y@@59N@6AYo@60@@6ֿY?@7TD@;:hF@3vg@Y@E u$@:oAjJw@ppT?zG@@)d@,ZaC@+Jߥ@,w@-) 2@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB@E4 R@ߛTb)AU=2@!D_UF?@Y@@5!Ot^@6hmpka@634+,8@6j0V@6b1@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U@!E!|M(@DWAYXo@ F?t}^@Y@@5sW@6r@6}DS@6n@6^aס@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@EݐP @ B`nAڂ͐բ@dX,F@9@@'>Dpd@@6c +@6D*s@<JwF@X@Y@ F +W31S@ A3^q]@ {A={F@x^@@"⎪@#fEv@#3~Ը@#s;W銮@#rB@Ezݔ@nARt,@jC:bF@LPr@@']S@'g)@'ϕ@'{h@'آUJ@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@E0z(YQ@O,OAYunFo@ ϺscF?m݂v@Y@@5)je@{@6Q-<4@6)G@ E2\x+@?)AHP(SL@"i.F?^ N@Y@@5ta@7:emm@6H;@6~2sii3@EG ٨@3q; g1@@)qQf@F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB@E5IL'@6].?AZP G!@ ^}BT?ud0+A@Y@@4[40@6"q{@5 +'(k@6AF@6cV9?ffffffF?ffffff@Y@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@EҎM)@ď33uA%4WF@FF@>(@@'/F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ F +W31S@ A3^q]@ {A={F@x^@@"⎪@#fEv@#3~Ը@#s;W銮@#rB@EQg@0 Ab@G[T?73@@)aSL@,( +yj@+F@,j\w?@,p5@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@EQNb@7ݕfAVA,"x@!'G|F?MUh@@4Zv$@5߻3Vy@5s'h@5P@6-H"R@E3W:1 @IAd "F4@2F?#π3@@(64.@*@*9֓p@*r[B@+;{=IG@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@ffffffE.s]@ @jViAYB3[l@:-F@@@'бҺ=@(:uA*@(O@(E6@(\dw?ffffffF?ffffff@Y@E4N@}@ߜ|+AUM@6n.W@6p~ k? QrD<'@exH +ZAr,_@,F?):@@>Ds'@v͗@(@@'/@67F*@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@E( @WpXAO.c@!EF?hM@Y@@5Yz@7h`@6yVW@7#q-r@7gb1]@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@EbqՊ@T AA=/O|@dK\T?l-@@,ˁZ@/nU +)@.ޞ-+@/NU@0i@ F zqjDk@ 7RyA򔕺u@ +ͳ{F@fs@@"cP[@#"D@"R3G@#.l9't@#KB.@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@Ezݔ@nARt,@jC:bF@LPr@@']S@'g)@'ϕ@'{h@'آUJ?ffffffF@% Z@Y@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb?0̼,F?0̼,@@ E_@ʙUA +:?@ F@ +j@@$ڦQa@%$k@%~@%v~ck@% M?0̼,D<'@exH +ZAr,_@dF?0̼,@@>; g1@Vh1@{:7@(@@'/m@"T[@=*Yx@:#K@7LŘ@ '76F@ '76@Y?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@>Spi@.@:lUv@7/c@EݐP @ B`nAڂ͐բ@dX,F@9@@'gF@7u@7ҳՃ@ F x'@hšA!@ +dF@fL/{J@@"cj~e@#"5@"[b@#.qKF6@#KC5@E./@$AY ύ=`@ smN%F?D@Y@@580 +@6_0>OH@67|_@6}p{ZZ@6"@L@EҎM)@ď33uA%4WF@FF@>(@@'/FOe@ '76F@4x@Y@ffffffEZj(Ua@ƚI$AݖȧDs@nF@ $tS@@&Z (?@'  V@&߭@'Kɾ@'>FOe@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@ E_@ʙUA +:?@ F@ +j@@$ڦQa@%$k@%~@%v~ck@% M@ELm@A%(@ T?nP@@)e>^[@,z]@+ߛPL @,78w@-IM0g?D<'@exH +ZAr,_@'F?@@>v͗@j@Y?ffffffF?ffffff@Y@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB?0̼,D<'@exH +ZAr,_@dF?0̼,@@>; g1@!*h>@Wzʝ@(@@'/F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U@E4 R@ߛTb)AU=2@!D_UF?@Y@@5!Ot^@6hmpka@634+,8@6j0V@6b1?=]UF? @@E+P2x @s.AGz S@"Q9:F?;%o@Y@@6aqj@7n7w$@7/*JT@7!@7q>@ E_@ʙUA +:?@ F@ +j@@$ڦQa@%$k@%~@%v~ck@% M?ffffffF?ffffff@Y?Ei9tD@s|'HA!@hHAF@3PH@@'Ud>@'̧@'e/$N)@'e h/@'Y@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@ER2s`@켻IAԊ~xt@4pZT?\=x@@@+; f@.9;@-eb;HW@.C%)=@.W*@EҎM)@ď33uA%4WF@FF@>(@@'/F@ Ev @@&v@'.'`@'9H@'=.->@'`U@E4 R@ߛTb)AU=2@!D_UF?@Y@@5!Ot^@6hmpka@634+,8@6j0V@6b1@ EjV_0k@\BW¨A5? QrF?ꢠX@?ffffffEB3@As)m@ P13F?ffffff@@+1a@*D\'@+\H@*(G@*V_,A?k"ɁF?k"Ɂ@@EݐP @ B`nAڂ͐բ@dX,F@9@@'!*h>@F@ Ev @@&v@'.'`@'9H@'=.->@'`U?ffffffE=@a tAQncD@cgF@ 2/Y@@%$I@& 8@&x0K@&1E@&J O@E( @WpXAO.c@!EF?hM@Y@@5Yz@7h`@6yVW@7#q-r@7gb1]?zSHD<'@exH +ZAr,_@3ԁF?7ѓ*@@> d@ +B9@F@ Ev @@&v@'.'`@'9H@'=.->@'`U@FR@GE#y A9Au@ XIF@y3@@#YZ @$UGխ@$PbǠ@$eo@$@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@E%i +@ح"AAYv,@ ΗF?K۠&@Y@@5svE\@6%@6f)dhVm@64[@6wDE@E) Q@[Ff AZ6`@ 4*VVF?궙@Y@@5T'r>@6j`*@6ISz'\@6 @6 @EݐP @ B`nAڂ͐բ@dX,F@9@@'(@@'/ +B9@P&@@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb?k"ɁF?k"Ɂ@@EҎM)@ď33uA%4WF@FF@>(@@'/? QrF? Qr@?ffffffEB3@As)m@ P13F?ffffff@@+1a@*D\'@+\H@*(G@*V_,A@E(CN|@S ,AO=?)@!c3F?uO7@Y@@5@7&@6@7"݉~@7f/@Y2D<'@exH +ZAr,_@Z.F@Y2@@? @@(@@'/JLa@hr5@(@@'/F@ Ev @@&v@'.'`@'9H@'=.->@'`U? QrD<'@exH +ZAr,_@3-FF?H)B@@>L;-i@(@@'/; g1@(@@'/F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ F +W31S@ A3^q]@ {A={F@x^@@"⎪@#fEv@#3~Ը@#s;W銮@#rB@E+?@s[AGO@"cF?e @Y@@6}@@7nE `@7/7@7}h@7g@ '76F@ '76@Y@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@E(,P@Va}1AO1a@!P=@7#T0.@7gDkp@E992]@a;~AZ{M}@ LT?P*@Y@@4d@6 +3F@5دaˋ@6)@6kk@ F x'@hšA!@ +dF@fL/{J@@"cj~e@#"5@"[b@#.qKF6@#KC5@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@EݐP @ B`nAڂ͐բ@dX,F@9@@'{/@fb@%WL@%}?}b@ E{}gD@[@Aܣc@:)~F@+@@$C@%7@%YC$5@%u@%ȳ`N@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb?ffffffEB3@As)m@ P13F?ffffff@@+1a@*D\'@+\H@*(G@*V_,A? QrF? Qr@@ Ek%W@ >vAj@HڔF@ "@@%dAx@&,Sz@%M%dw@&;@&`|@E=2.@D YAS@!lQ8OF?鷿@Y@@5óLE@6ZORJ@6F2W1@6zQL@6k@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@FR@GE#y A9Au@ XIF@y3@@#YZ @$UGխ@$PbǠ@$eo@$?ffffffEB3@As)m@ P13F?ffffff@@+1a@*D\'@+\H@*(G@*V_,A?ffffffEB3@As)m@ P13F?ffffff@@+1a@*D\'@+\H@*(G@*V_,A@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@E&%V&N@FldAY2ː @ ե/F?ᰉ@Y@@5oQ@6S@6dOX@6a9 W@6-}A^?ffffffF?ffffff@Y@E(@WF@ Ev @@&v@'.'`@'9H@'=.->@'`U?0̼,F?0̼,@?ffffffF?|O"@Y@EҎM)@ď33uA%4WF@FF@>(@@'/F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@Ezݔ@nARt,@jC:bF@LPr@@']S@'g)@'ϕ@'{h@'آUJ@EҎM)@ď33uA%4WF@FF@>(@@'/F@ Ev @@&v@'.'`@'9H@'=.->@'`U@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@E/X@ڝQfb@%WL@%}?}b@ '76F@$DB1@Y@E*_[h@ԓ.=AH.@"v F?Y@Y@@5;d@7\5}6@77t@7|@7¡+8@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U@E_Ģ@L?'A +~bG@T?\@@+iQ(@.*ƼGT@-vC1c@.k;x&\@.% y?$ȟ@F?$ȟ@@@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@E,4rCX@I}AY@ c`F?"@Y@@5@kk@6_e$@6:ٍ"@6}@6CP@E-[,@O1CaAZIsƑ@ cF? (@Y@@58~;@6WFL@62BH@6uL0@6"$k@1;.F@,Wӄv@Y@ffffffE.s]@ @jViAYB3[l@:-F@@@'бҺ=@(:uA*@(O@(E6@(\dw@ E_@ʙUA +:?@ F@ +j@@$ڦQa@%$k@%~@%v~ck@% M@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB? QrF?3@@EH:奈@GPAWP_< @! +OF?쪸[@@4lو@56N@5J@5@2*@67W~$@E1OAJ0J@tSAZ큼/@ J?F?zNz@Y@@5sא@68&NJj@60$@6U9<@6Ҁ@E+P2x @s.AGz S@"Q9:F?;%o@Y@@6aqj@7n7w$@7/*JT@7!@7q>@E N@keA}fb@%WL@%}?}b@ EQXvËX@O#AW!-/he@!c,F?#x@@4Nq/@5h@5f[9@55z@6R@E4 R@ߛTb)AU=2@!D_UF?@Y@@5!Ot^@6hmpka@634+,8@6j0V@6b1@E+P2x @s.AGz S@"Q9:F?;%o@Y@@6aqj@7n7w$@7/*JT@7!@7q>@E(9e@DjDILAOm` @!b=F?婨h@Y@@5@7t3@6ˊ1?@7!*cO@7eIbW?zSHD<'@exH +ZAr,_@&&F?zSH@@> +B9@@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb?ffffffF?)Es@@Fm'Q@;z/AdY@ D6ͼF@O"@@#30n@$@$mLa@@$;b2@$0@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@E+¿Z@ĀPޯAuO~ +@}X,7F@>(@@'\ |h@(K1.@(2͹xE@(TV^@(i(@FR@GE#y A9Au@ XIF@y3@@#YZ @$UGխ@$PbǠ@$eo@$?zSHF?zSH@@E7@= +A[vRdu@ HbT?BB@Y@@4ݓr@6o4dX@5@6%>" @6fik@E(q;P7.@ً!lAYc&{@ lʫF?i4.۶@Y@@5]8@6u@6T l@6r@6MVP&@;:hF@;:h@Y@ E_@ʙUA +:?@ F@ +j@@$ڦQa@%$k@%~@%v~ck@% M?zSHF?zSH@?0̼,F?xC@@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@E=@a tAQncD@cgF@ 2/Y@@%$I@& 8@&x0K@&1E@&J O@1;.F@ ghI@Y@EۅCi^@5AvQE@p\T?eڹ@@)@,Z1T@+GL/@,x[@-(t@E4 R@ߛTb)AU=2@!D_UF?@Y@@5!Ot^@6hmpka@634+,8@6j0V@6b1@E/HmY@# +AR)6^@!>sF?tqq@Y@@5jJQ@62,@63@6ԵCN@7?WY@E~=@#5jAz@v F?=[!@@'+ @&mfUq@&ߊ(@&/S,@%Ò@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@ EQXvËX@O#AW!-/he@!c,F?#x@@4Nq/@5h@5f[9@55z@6R@ EjV_0k@\BW¨A5F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ffffffFeI@jAҶ'A^@ W=DBvF@d#π@@#X@$@#רp@$'`q}@$F4C@ E_@ʙUA +:?@ F@ +j@@$ڦQa@%$k@%~@%v~ck@% M@F[@OLAG5N@ ,PF@ڤ+@@#tK?@$|1]l@$^4Eq@$s(9@$ơ@ '76F@ '76@Y?F?@@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@Ezݔ@nARt,@jC:bF@LPr@@']S@'g)@'ϕ@'{h@'آUJ@E( @WpXAO.c@!EF?hM@Y@@5Yz@7h`@6yVW@7#q-r@7gb1]@EݐP @ B`nAڂ͐բ@dX,F@9@@'T?Ms@@)  +@+{X;@+8I@,_Ol@,A¾@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@?=O|?cm@X@@Y@@5N@6_20{@6@o@6|@68'u@E5@*e)@ DA[ɱ@ E(T?6C-@Y@@4)xx@6hC@5+@62A@6ruT)@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@E+uI@t}CMAG=W@"sBF?v @Y@@6O|@7nf;PQ@7/VXSYh@7+_Y@77w@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@ '76F@(\(@Y@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@EݐP @ B`nAڂ͐բ@dX,F@9@@'(@@'/I,@  +F?z@d@Y@@5x@6l@6l`ܥ@6I@6[3X@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB@ E{}gD@[@Aܣc@:)~F@+@@$C@%7@%YC$5@%u@%ȳ`N@EH:奈@GPAWP_< @! +OF?쪸[@@4lو@56N@5J@5@2*@67W~$@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@;:hF@ ;o @Y@E)x'OR@ d$A[7A`@ u6F?鱅H@Y@@5Gbs@6[5!N@6:T-@6xHZ@6ڀ@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB@ '76F@"t[o@Y@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@EҎM)@ď33uA%4WF@FF@>(@@'/$l+@(@@'/FOe@ E_@ʙUA +:?@ F@ +j@@$ڦQa@%$k@%~@%v~ck@% M@Eq0@A|z?0@ +a͖F@+%@@'8~@&0 @'p:Z"@&5b@&X2K@EҎM)@ď33uA%4WF@FF@>(@@'/(@@'/}@7" Bu@6#@7!9i@7eI@E#ׂ@\c*TAX @ KF?2W@Y@@5hsU@6q<@6w]F@6 +z&@6~WM@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@E$e-@;N!AYTtʻ@ EAF?˧2P]@Y@@5v#M@6/ÉR@6f @6@@67 n(@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U?ffffffF?ffffff@Y@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@E >w@⯋.AK@J-]T?k;<@@*X^3@-5{5@,ti@-ǡ!M@.T" +,@h4~@*7GQE@)VΓV@*q"T@*@E*=*@DA[.,::@ |F?@~@Y@@5@{@6V&@64g@6rhͯ@6d@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@?=O|?cm@T"@; g1@rZ@%?}gO@%dg@%pe@;:hF@(L_@Y?ffffffEB3@As)m@ P13F?ffffff@@+1a@*D\'@+\H@*(G@*V_,A@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB@EݐP @ B`nAڂ͐բ@dX,F@9@@'WN @@6c]@6Z@EҎM)@ď33uA%4WF@FF@>(@@'/vAj@HڔF@ "@@%dAx@&,Sz@%M%dw@&;@&`|@ E_@ʙUA +:?@ F@ +j@@$ڦQa@%$k@%~@%v~ck@% M?333333F@▩AtY@R +F@Xf:@@#ߠ:@$g¬@$eYE@$0 ꞃ@$מi@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB@EݐP @ B`nAڂ͐բ@dX,F@9@@'(@@'/pu@@#,@&_Q@% +_(@&|@')E@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@E' )@CZAZ21@ ,hF@ Ev @@&v@'.'`@'9H@'=.->@'`U@Ezݔ@nARt,@jC:bF@LPr@@']S@'g)@'ϕ@'{h@'آUJ@E$-Q'b@VAW$@ڿT?hۋq@@*Kɦ@-ߜQ8@,xb'@-Z,N*A @-4h\@E+P2x @s.AGz S@"Q9:F?;%o@Y@@6aqj@7n7w$@7/*JT@7!@7q>@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@?=O|?cm@F?{[>@@ENF@ 7-Amfx1@lGRaF?fI=@@(~A]@++߻@@*l!@+k+yB@+Ҍ@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U@EH:奈@GPAWP_< @! +OF?쪸[@@4lو@56N@5J@5@2*@67W~$@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@E( @WpXAO.c@!EF?hM@Y@@5Yz@7h`@6yVW@7#q-r@7gb1]@EYc;(@0Q|A^&ה@ [߰T?٩T@@3Dȉ,@5/{ݢ@4@5Q1~Ğ@5u;kuX@ '76F@V)@@Y@E(zP@gק={kAY@ žo[&F?s@Y@@5X-5@6oyc@6N J@63#@6ȄӖ? QrF?q@?D<'@exH +ZAr,_@'F?@@>v͗@@'̧@'e/$N)@'e h/@'Y@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB?zSHD<'@exH +ZAr,_@&&F?zSH@@> +B9@vAj@HڔF@ "@@%dAx@&,Sz@%M%dw@&;@&`|@ E_@ʙUA +:?@ F@ +j@@$ڦQa@%$k@%~@%v~ck@% M@ffffffE󉶬C@b rA3g<@ׂF@ R,R@@% @& ߄b%@&Ql@& Ve9@&AڟK@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@E8x@AZ! @ ظT?fA@Y@@4͑ؐ@6xyh0@5:9<@6/k:@6qx @F/3r@vkjA?@:+E=F@Fs@@ :@"\Y_@"ftk@" l}@#YS<@?0̼,F?0̼,@@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@EҎM)@ď33uA%4WF@FF@>(@@'/(@@'/(@@'/@Y@@5H3@7@6̃@7"P +X@7f6@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ EjV_0k@\BW¨A5@ة*T?JL_@@)˧& Y@,6b@+õ`@,xý@-ay@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s?0̼,F?0̼,@@E/߈!!@ 8ρAR0 5ʪ@!}>F?B@Y@@5j1w@6P@6~΋Ĭ@6Vڥ@7*? QrD<'@exH +ZAr,_@jI!F?{ 2@@>'e@(@@'/?=]UF?=]U@@ffffffE󉶬C@b rA3g<@ׂF@ R,R@@% @& ߄b%@&Ql@& Ve9@&AڟK@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@EҎM)@ď33uA%4WF@FF@>(@@'/ơ[@@E:3@k-#˪MAZ,dV9֜@ @T?S@Y@@4ɗ19b@6`8S@5^~*@6'ӂZ@6je@E'S߉'@ +Gz%ANt@AJ,/wT?附@@)$7x@,/߂@,xW@,/q@-i?$ȟ@D<'@exH +ZAr,_@&VF?$,@@>@!*h>@F@ Ev @@&v@'.'`@'9H@'=.->@'`U@EݐP @ B`nAڂ͐բ@dX,F@9@@'F@ Ev @@&v@'.'`@'9H@'=.->@'`U?ffffffF?ffffff@Y@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@Ec@}AAf{@;rXT?ꤨTɆ@@)^|ZE@,&@1@+n@,h`@,TV@EH:奈@GPAWP_< @! +OF?쪸[@@4lو@56N@5J@5@2*@67W~$@FR@GE#y A9Au@ XIF@y3@@#YZ @$UGխ@$PbǠ@$eo@$@E+l*@scu AG!V@"Z;EBF?P%@Y@@6aN@7n>`I@7/1F@ Ev @@&v@'.'`@'9H@'=.->@'`U?zSHF?I;@?ffffffE%1@Cc6ACg@jF@ hH@@% +R 2@%C@%.c@%4Y4@&G@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@E6Oyڟ@!ɞ?O*AZn\@ d=`T?d2m@Y@@4*´@6l[-N@5uy@65$Ar@6v=R?=]UD<'@exH +ZAr,_@)F?=]U@@=s@F@ Ev @@&v@'.'`@'9H@'=.->@'`U@EA6@6#A TK.@F?A c +@@( >@*#}@*5^8@+@+F5^@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@E*b'@٪⸈AY*i@ ѲJF?a@O@Y@@5M1؃@6f@6DK(@6д "@6WY?0̼,D<'@exH +ZAr,_@1m.F?8f@@>K繿@0Q@7Fq@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@ LYt[F@7WOr.@Y@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@EݐP @ B`nAڂ͐բ@dX,F@9@@'X1@ 4K@@'̧@'e/$N)@'e h/@'Y@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@E%1@Cc6ACg@jF@ hH@@% +R 2@%C@%.c@%4Y4@&G?zSHD<'@exH +ZAr,_@/ #F?s;@@> =@(@@'/$t@@(Ciq@'w`@(#@'!aZ߸@&"EL~@ E_@ʙUA +:?@ F@ +j@@$ڦQa@%$k@%~@%v~ck@% M?k"ɁF?x*~Xs@?$ȟ@F?$ȟ@@?$ȟ@D<'@exH +ZAr,_@&qF?$ȟ@@@>{:7@F@ Ev @@&v@'.'`@'9H@'=.->@'`U@EiK@eoADGh @F?+ʫ]@@( +#te@'T=@(]@'F@&2#?zSHF?ΰқ@@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s? QrF? Qr@@EH:奈@GPAWP_< @! +OF?쪸[@@4lو@56N@5J@5@2*@67W~$@EҎM)@ď33uA%4WF@FF@>(@@'/#@EݐP @ B`nAڂ͐բ@dX,F@9@@'F@ Ev @@&v@'.'`@'9H@'=.->@'`U@FcJ7'@pL@6B#b?[DF?RCQ@@)t)+@$Sz @&Jr3@#' B7(@!uU@E+fƂ@w>AF6b@"ڃF?Cd@Y@@6c,@7ntk p@7/,C@7MN@7ՖL@E4%?z@ܢ_^AZM*B@ T? ~@Y@@4󱮩 +@6&Oo D@5@6D[M@6T@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@E ^}@MgfAXck@ H`F?<64@Y@@5M@6"0'@6Tߍh@6,Hb@6KB@<JwF@3پLI@Y?0̼,F?輔"@@EݐP @ B`nAڂ͐բ@dX,F@9@@'F@ Ev @@&v@'.'`@'9H@'=.->@'`U?ffffffD<'@exH +ZAr,_@Jw\F?h& ,@@> b*@ +B9@v͗@(@@'/@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb? QrF? Qr@@EҎM)@ď33uA%4WF@FF@>(@@'/F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB@ F zqjDk@ 7RyA򔕺u@ +ͳ{F@fs@@"cP[@#"D@"R3G@#.l9't@#KB.@EݐP @ B`nAڂ͐բ@dX,F@9@@'(@@'/T0݄@%c^4l@ffffffE\K%@͒Ay(@ P@*F@0+@jU@@#I\@$+ @$sU@$=XK@$hڴ ?ffffffF?h@@ffffffFeI@jAҶ'A^@ W=DBvF@d#π@@#X@$@#רp@$'`q}@$F4C@E4Sk<@ߣX#AU5zȚ)@!EL1T?*0@Y@@5"%X@6h Յ@63˙@664tf@6ȔlLY@Y@@5!$@6g m@62͔@6SU@6ټj@E-{O(Z@H`vJAZVD'@@ rF?ꀲB @Y@@54|o@6Sql>@6.\h@6pz@6s@EݐP @ B`nAڂ͐բ@dX,F@9@@'(@@'/v͗@{:7@F@ Ev @@&v@'.'`@'9H@'=.->@'`U@E(CH @Y0AO(ſ9@!~F? g@Y@@5r3@7iN@6ͩ@7#a@7gF(@E*cR@F OAɓk@F"pT?(@@'/F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ EQX:@䧁LAW!}4@!n/F?`:@@4Nbƅ@5ؐl@5f .@5/H@6=?ffffffE&@lpqA-J@XF@ ƼS;@@%S'@&ZO0@&M|Q@&uLÞ@&"@A?zSHF?zSH@@E;Cd@a%IAB@K fT?HG @@))J@@+0R@+@5d@,nj@,s?F? +P@? QrD<'@exH +ZAr,_@r˔1F?qn@@>^@O@F@ Ev @@&v@'.'`@'9H@'=.->@'`U@EҎM)@ď33uA%4WF@FF@>(@@'/F@ Ev @@&v@'.'`@'9H@'=.->@'`U@E3VR^&@߅-4{eAUSqW@!Aqx7F?DUG@Y@@5!Xu@6gsX@62k&@6[@6V\@EݐP @ B`nAڂ͐բ@dX,F@9@@'(@@'/F@ Ev @@&v@'.'`@'9H@'=.->@'`U?ffffffF?ffffff@Y@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s?0̼,F?|@@E=@a tAQncD@cgF@ 2/Y@@%$I@& 8@&x0K@&1E@&J O@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U?333333E<@R]Ap7hy])@ TOF?ffffff@@+1c'@*@+!wR@*H@*ыq@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U?zSHF?~tz%` @@ EQXvËX@O#AW!-/he@!c,F?#x@@4Nq/@5h@5f[9@55z@6R@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@EHdZ @fFTApO@^ clT?Oag#$@@)|@,Dq@+3@,ʻ@-~QC?zSHD<'@exH +ZAr,_@&&F?zSH@@> +B9@b{A@Vُ~T?ȟ@@@)yL@,KK,@+|Zt@,m>@-p9)0@1;.F@,@Y@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@E0I{/@t#5AY^Dt9L@ JF?6&-@Y@@5'Xf@6P@6'Q@6oo@6~#f@ E_@ʙUA +:?@ F@ +j@@$ڦQa@%$k@%~@%v~ck@% M@ F +W31S@ A3^q]@ {A={F@x^@@"⎪@#fEv@#3~Ը@#s;W銮@#rB@EҎM)@ď33uA%4WF@FF@>(@@'/@5@6H0@65@E4n@ߜVfeAU<#X@!D|(ǥF?;'j@Y@@5!m@6hyO@63=2@6% +@6n!X@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@E4pL6@Y'BAYy"@ mh$T?Fd@Y@@4*wP@6->o@5r@6K@6\<0$@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@?=O|?cm@@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB@E(&@DxFAOllC@!e F?$_Z@Y@@58:@7v5-D@6ˌeb0C@7!,m@@7etD@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@E"*¨@⮎1;Aϟ#u@JO'T?iv@@)J]G@,yT@+lh@, #K@-Hcd@ '76F@78- q@Y@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.?E<(@Oh0A޻a ho@ F@ 0 )@@&Gh+%@& b@&<($@& @'y@E( @WpXAO.c@!EF?hM@Y@@5Yz@7h`@6yVW@7#q-r@7gb1]?ffffffF@Ezxl"h@@EݐP @ B`nAڂ͐բ@dX,F@9@@'F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.?ffffffF?ffffff@Y@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@F6 +F@;}A=}O(@ hQ F@27@@#ƟlN@$g~@$` :R0@$@$XApv@E)(@@'/{:7@vAj@HڔF@ "@@%dAx@&,Sz@%M%dw@&;@&`|?0̼,F?8;{Q_@?333333E<(@Oh0A޻a ho@ F@ 0 )@@&Gh+%@& b@&<($@& @'y@E2o{<@ZAVb @!P\F?m3 A!@Y@@5Be/@6Yd6@6(P]@6xx<[<@6M\n@EҎM)@ď33uA%4WF@FF@>(@@'/@%?W@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@EH:奈@GPAWP_< @! +OF?쪸[@@4lو@56N@5J@5@2*@67W~$@ '76F@$?g@Y@ EQXvËX@O#AW!-/he@!c,F?#x@@4Nq/@5h@5f[9@55z@6R@EH:奈@GPAWP_< @! +OF?쪸[@@4lو@56N@5J@5@2*@67W~$?zSHF?♽@@ LYt[F@-@Y@ExZ#@K~SA'O|@MGF?e2I@@'//1@&ae( @'B +@&xak*@% @E+P2x @s.AGz S@"Q9:F?;%o@Y@@6aqj@7n7w$@7/*JT@7!@7q>?zSHD<'@exH +ZAr,_@&&F?zSH@@> +B9@N^@(@@'/(@@'/(@@'/77#,@(@@'/F@ Ev @@&v@'.'`@'9H@'=.->@'`U?$ȟ@F?$ȟ@@@E,fӫ@֋WopAZ"f摏@ ~KiF?@c^J8@Y@@5<Z"@6W9Q @63m5@6t{:7@iw(@"W`@(@@'/@ E_@ʙUA +:?@ F@ +j@@$ڦQa@%$k@%~@%v~ck@% M@E0z(YQ@N4t=AYw`@ όa)F?k}9@Y@@5)@6Q)@6)62]@6oͫO@6)u P@ EjV_0k@\BW¨A5Spi@.@:lUv@7/c@EҎM)@ď33uA%4WF@FF@>(@@'/@@>/^W@@w4@6a/r-l@6;HiX@6_yJ @6{>?k"ɁD<'@exH +ZAr,_@Z.]ϥF?k"Ɂ@@>WN @@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.?333333E<(@Oh0A޻a ho@ F@ 0 )@@&Gh+%@& b@&<($@& @'y@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@EݐP @ B`nAڂ͐բ@dX,F@9@@'@,@EݐP @ B`nAڂ͐բ@dX,F@9@@'@5ew@5[A@E:b`@KAډ $@T?RT`d@@)}{9@,E=3@+n@,W8NC@-EWS@Ei9tD@s|'HA!@hHAF@3PH@@'Ud>@'̧@'e/$N)@'e h/@'Y@E N@keA}fb@%WL@%}?}b?Ei9tD@s|'HA!@hHAF@3PH@@'Ud>@'̧@'e/$N)@'e h/@'Y?$ȟ@F?$ȟ@@@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@E(zK@GO AOc@!aNyF?*d@Y@@5 +)@7S@6ԇsN@7!3@7e`hd@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@E4N@}@ߜ|+AUM@6n.W@6p~ k@E3k6%hEK@D&AZ! @ T?*0U@Y@@5;nH@60C2@6ޕ@6O]+g@6I|l@E9|.@ ^PAZEZ(@ lƲT??@Y@@4P s@6 !H@5ݭT@6,Liu@6nT٤U@ F +W31S@ A3^q]@ {A={F@x^@@"⎪@#fEv@#3~Ը@#s;W銮@#rB@EP\2?@@y~AXn|@ zf~rF?i4.۶@@4;hx;@5}G@5RJ{j@5@6 EX@ E_@ʙUA +:?@ F@ +j@@$ڦQa@%$k@%~@%v~ck@% M@ E4'[@~r@AS +?t@!j3OF?ǙXd@Y@@5+p@6x,@6@3@6BFꄪ@6ܜ?ffffffE<(@Oh0A޻a ho@ F@ 0 )@@&Gh+%@& b@&<($@& @'y@ EWjȪ@Lc%AWRxsZa@! +Ǜ1F?np&@@4.蕊#l@5z%@5I`@5@6 ]d@FR@GE#y A9Au@ XIF@y3@@#YZ @$UGխ@$PbǠ@$eo@$@E-Y@ڦ6fAYޟP +g@ E*F?;Oag#%@Y@@58Ɨ @6["X@64먟+@6x&t@6{@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB?zSHD<'@exH +ZAr,_@{F?؜yGz@@>k;@!*h>@hR?@(@@'/F@ Ev @@&v@'.'`@'9H@'=.->@'`U@E*0@ٌzХAZD~?@ rvF?ꈤ~@Y@@5Jw@H@6c/p @6@uPh@6@6 yw@EҎM)@ď33uA%4WF@FF@>(@@'/2Bw?F@#ρ@@'NTF-@"Ө@%1c@!ü{C:@ o.G@E@@pABK @҃4LT?J&@@)}b@,AR@+ݕ@,K +OY@-bT7|@ EWjȪ@Lc%AWRxsZa@! +Ǜ1F?np&@@4.蕊#l@5z%@5I`@5@6 ]d@E( @WpXAO.c@!EF?hM@Y@@5Yz@7h`@6yVW@7#q-r@7gb1]@EH:奈@GPAWP_< @! +OF?쪸[@@4lو@56N@5J@5@2*@67W~$@EݐP @ B`nAڂ͐բ@dX,F@9@@'F@ Ev @@&v@'.'`@'9H@'=.->@'`U@E8~[K.@AZE%̫@ Jy>nT?a@N@Y@@4ld@6m`b@5C'8@6/ءz7@6q]z@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@EH:奈@GPAWP_< @! +OF?쪸[@@4lو@56N@5J@5@2*@67W~$@EݐP @ B`nAڂ͐բ@dX,F@9@@'v͗@F@ Ev @@&v@'.'`@'9H@'=.->@'`U?ffffffF@]1N@Y@FR@GE#y A9Au@ XIF@y3@@#YZ @$UGխ@$PbǠ@$eo@$?zSHD<'@exH +ZAr,_@&&F?zSH@@> +B9@(@@'/@-;2@E( @WpXAO.c@!EF?hM@Y@@5Yz@7h`@6yVW@7#q-r@7gb1]?0̼,F?&>@@EݐP @ B`nAڂ͐բ@dX,F@9@@'@'̧@'e/$N)@'e h/@'Y?ffffffEB3@As)m@ P13F?ffffff@@+1a@*D\'@+\H@*(G@*V_,A@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb?ffffffE&@lpqA-J@XF@ ƼS;@@%S'@&ZO0@&M|Q@&uLÞ@&"@A@ EjV_0k@\BW¨A5F@ Ev @@&v@'.'`@'9H@'=.->@'`U?앿ExD<'@exH +ZAr,_@5^iF?앿Ex@@>Spi@.@:lUv@7/c?zSHF?zSH@@EݐP @ B`nAڂ͐բ@dX,F@9@@'F@ Ev @@&v@'.'`@'9H@'=.->@'`U@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@ffffffE\K%@͒Ay(@ P@*F@0+@jU@@#I\@$+ @$sU@$=XK@$hڴ ?=]UF?=]U@@EݐP @ B`nAڂ͐բ@dX,F@9@@'; g1@(@@'/ K@; g1@?ffffffF?{D=F@@EݐP @ B`nAڂ͐բ@dX,F@9@@'(@@'/2Bw?F@#ρ@@'NTF-@"Ө@%1c@!ü{C:@ o.G@EGI@W@aUAXGmn@ !ųF?C,@@4cBL,4@5 + 9@5w|n@5tr@6,ys@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.?zSHF?zSH@?zSHF?zSH@@EOb @,ǹA^~c/D@ [bQ>T?QX'@@3+%h@5Z.U;@5Hur@5{'@5PH @E%B;.@ئfתAYPށ`>@ t GLF?r ě@Y@@5w5@6yNX@6j ?@6~0@6ߠ& +?0̼,F?0̼,@@EҎM)@ď33uA%4WF@FF@>(@@'/hx@(@@'/?F?@@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@EҎM)@ď33uA%4WF@FF@>(@@'/(@@'/!*h>@F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ EjV_0k@\BW¨A5D<'@exH +ZAr,_@]#F?{[>@@=Y|h@@7fJ@EݐP @ B`nAڂ͐բ@dX,F@9@@'U(l%@@=lb+F@: @7#b@E1Se5@ڡ A[@ +wSF??@Y@@5 D@6.֕U@6αW@6LT F@6}%4@ F zqjDk@ 7RyA򔕺u@ +ͳ{F@fs@@"cP[@#"D@"R3G@#.l9't@#KB.@;:hF@{q@Y@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB@E7Yu#@hEfA0e@hGyF?wFze@@%u@${@%Wu@$=@3@#I@E+P2x @s.AGz S@"Q9:F?;%o@Y@@6aqj@7n7w$@7/*JT@7!@7q>? QrF?わ\(@@E( @WpXAO.c@!EF?hM@Y@@5Yz@7h`@6yVW@7#q-r@7gb1]@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB@ E_@ʙUA +:?@ F@ +j@@$ڦQa@%$k@%~@%v~ck@% M@EH:奈@GPAWP_< @! +OF?쪸[@@4lو@56N@5J@5@2*@67W~$?zSHF?zSH@@EݐP @ B`nAڂ͐բ@dX,F@9@@'F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ '76F@g'$18@Y@ E_@ʙUA +:?@ F@ +j@@$ڦQa@%$k@%~@%v~ck@% M@Ee@KAscNo@ʝnF@ v5C@@%5`7@&4?@%d@&G4z@&vips*@EݐP @ B`nAڂ͐բ@dX,F@9@@'A/L @FOe@EҎM)@ď33uA%4WF@FF@>(@@'/(@@'/@E+}-@y4t*s|AFR@"dʋPF?J@Y@@6@7o7@7/ty@7éB@7*?@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@EH:奈@GPAWP_< @! +OF?쪸[@@4lو@56N@5J@5@2*@67W~$?zSHF?ގL^}c@@EH:奈@GPAWP_< @! +OF?쪸[@@4lو@56N@5J@5@2*@67W~$@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@ E_@ʙUA +:?@ F@ +j@@$ڦQa@%$k@%~@%v~ck@% M@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@E* Q9@eBr!AHl@"i)F?_Zjj@Y@@5u@7R'@7%$\@7r꾷u5@7="@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@E*y6@D !vAY:+@ 63QAF?뛥S@Y@@5L5ʈX@6k:ŲG@6Fѓ@6vM[Y@6]-͓-@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@ E_@ʙUA +:?@ F@ +j@@$ڦQa@%$k@%~@%v~ck@% M@ EWVv;@L&AWRW~@! +˵MF?`V@@4.2.@5d;@5I @@57@64@EҎM)@ď33uA%4WF@FF@>(@@'/(@@'\ |h@(K1.@(2͹xE@(TV^@(i(@E&hH@s\s9AZ/^@ #~F?D">@Y@@5aUO@6oaԻ@6Q}Y@66@6cq1@E+P2x @s.AGz S@"Q9:F?;%o@Y@@6aqj@7n7w$@7/*JT@7!@7q>@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@E4 R@ߛTb)AU=2@!D_UF?@Y@@5!Ot^@6hmpka@634+,8@6j0V@6b1@EݐP @ B`nAڂ͐բ@dX,F@9@@'F@ Ev @@&v@'.'`@'9H@'=.->@'`U@EݐP @ B`nAڂ͐բ@dX,F@9@@'?{[>F?{[>@@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@E( @WpXAO.c@!EF?hM@Y@@5Yz@7h`@6yVW@7#q-r@7gb1]@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB@ E U +@Ǣ]Af@|Ig= F@{ײ@@$g}~@%b6va @%-?,@%rh @%cb?ffffffF?NYِ@@ EQXvËX@O#AW!-/he@!c,F?#x@@4Nq/@5h@5f[9@55z@6R@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U@E+P2x @s.AGz S@"Q9:F?;%o@Y@@6aqj@7n7w$@7/*JT@7!@7q>@EݐP @ B`nAڂ͐բ@dX,F@9@@'(@@'/(@@'/*ܭj@F@ Ev @@&v@'.'`@'9H@'=.->@'`U? QrD<'@exH +ZAr,_@a F? Qr@@>!*h>@F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ EjV_0k@\BW¨A5F@ Ev @@&v@'.'`@'9H@'=.->@'`U@E( @WpXAO.c@!EF?hM@Y@@5Yz@7h`@6yVW@7#q-r@7gb1]@EݐP @ B`nAڂ͐բ@dX,F@9@@'F@ Ev @@&v@'.'`@'9H@'=.->@'`U@EH:奈@GPAWP_< @! +OF?쪸[@@4lو@56N@5J@5@2*@67W~$@<JwF@! @ EWjȪ@Lc%AWRxsZa@! +Ǜ1F?np&@@4.蕊#l@5z%@5I`@5@6 ]d@E4 R@ߛTb)AU=2@!D_UF?@Y@@5!Ot^@6hmpka@634+,8@6j0V@6b1@Y2D<'@exH +ZAr,_@Z.F@Y2@@? @@F@ Ev @@&v@'.'`@'9H@'=.->@'`U@EݐP @ B`nAڂ͐բ@dX,F@9@@'F?dC@@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB@EAD:j'@oILAWP!8jC@! NDF?(@@4[@5*ǫ@57@6Xɤf@6Z @E48@ߞl;ԅAU:>=@!DsF?Wh@Y@@5!@6h@63PJs@6E{F@6ˈ(l@E4 R@ߛTb)AU=2@!D_UF?@Y@@5!Ot^@6hmpka@634+,8@6j0V@6b1@E){g5@%\AXMYfU@ uF?!5`@Y@@5Z`qUB@6x5-@6TOmNJ@6N<@6u@E/PD\p@.AY_ }@ QjF?@Y@@5/3,}@6VU Z1@6-ZB@6t  ~@6:@ EjV_0k@\BW¨A5@67 @5ЍvJXL@6"@6eʫQE@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.?0̼,D<'@exH +ZAr,_@mLJF?5\@@>>I׹4@xΑ@@'̧@'e/$N)@'e h/@'Y@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@?=O|?cm@(@@'/F@ Ev @@&v@'.'`@'9H@'=.->@'`U@EݐP @ B`nAڂ͐բ@dX,F@9@@'@'̧@'e/$N)@'e h/@'Y@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s?$ȟ@F?$ȟ@@@E,tsQ@!|wA\y0&@ w6F?cHj@Y@@5*1@6?6]@6@6[YV@6x@EݐP @ B`nAڂ͐բ@dX,F@9@@'F@ Ev @@&v@'.'`@'9H@'=.->@'`U@EݐP @ B`nAڂ͐բ@dX,F@9@@'@(@@'/!*h>@@E*c,@o[ZAG F7l@"pF?\@Y@@6u,@7m|&@7.9c@7?X@7Ԅr 8@;:hF@;:h@Y@ EjV_0k@\BW¨A5@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s?ffffffD<'@exH +ZAr,_@?F?p6@@>2;@F@ Ev @@&v@'.'`@'9H@'=.->@'`U?ffffffEB3@As)m@ P13F?ffffff@@+1a@*D\'@+\H@*(G@*V_,A@E( @WpXAO.c@!EF?hM@Y@@5Yz@7h`@6yVW@7#q-r@7gb1]@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@E$:@AXV@ lykF?7ޓ@Y@@5}@6=@6q:(k@6a R@6ll"?$ȟ@F?$ȟ@@?0̼,F?0̼,@?$ȟ@D<'@exH +ZAr,_@kF? +^@@>8 ;~@WN @@ E3 +@4 LAVjz*@!F?Zx@Y@@5XYb@6Z @6(B;k@6y97@6W['$@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB@E+P2x @s.AGz S@"Q9:F?;%o@Y@@6aqj@7n7w$@7/*JT@7!@7q>@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB?k"ɁF?k"Ɂ@?ffffffEB3@As)m@ P13F?ffffff@@+1a@*D\'@+\H@*(G@*V_,A@ E_@ʙUA +:?@ F@ +j@@$ڦQa@%$k@%~@%v~ck@% M@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@EA .@pn:AWN@! (`NF?x?@@4tx@55Y@5E_.@6d%@6ZkA@EݐP @ B`nAڂ͐բ@dX,F@9@@'F@ Ev @@&v@'.'`@'9H@'=.->@'`U@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@Ezݔ@nARt,@jC:bF@LPr@@']S@'g)@'ϕ@'{h@'آUJ@EҎM)@ď33uA%4WF@FF@>(@@'/@EݐP @ B`nAڂ͐բ@dX,F@9@@'{:7@^2+3@F@ Ev @@&v@'.'`@'9H@'=.->@'`U@EݐP @ B`nAڂ͐բ@dX,F@9@@'@6U@6G)@E7Z@w o@{:7@(@@'/(@@'/(@@'\ |h@(K1.@(2͹xE@(TV^@(i(@F|Y(S@d$B3j>`?H%`SF?pEwUq@@*b)P@$C ]r@'<@"ՅJ@!S>#Dw@;:hF@*T@Y@E4 R@ߛTb)AU=2@!D_UF?@Y@@5!Ot^@6hmpka@634+,8@6j0V@6b1@EҎM)@ď33uA%4WF@FF@>(@@'/(@@'/WN @=+@nF@ 2\=x@@%RtO]@&6}@&NpЭ@&Y-b@&@ EWjȪ@Lc%AWRxsZa@! +Ǜ1F?np&@@4.蕊#l@5z%@5I`@5@6 ]d?ffffffF?ffffff@Y@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@ E@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@E( @WpXAO.c@!EF?hM@Y@@5Yz@7h`@6yVW@7#q-r@7gb1]@ E_@ʙUA +:?@ F@ +j@@$ڦQa@%$k@%~@%v~ck@% M@E2䇙x@x/IKA\] x@ }ԬއF?8Go*ZG@Y@@4f,@63q@5DgJJ@6<@U0@6{ybet@E)h@1C!AZkruY@ X+EF?}H@Y@@5LJ`J@6ar^h@6@P + +@6~1 @6*vn@E4 R@ߛTb)AU=2@!D_UF?@Y@@5!Ot^@6hmpka@634+,8@6j0V@6b1@Ezݔ@nARt,@jC:bF@LPr@@']S@'g)@'ϕ@'{h@'آUJ@ EWjȪ@Lc%AWRxsZa@! +Ǜ1F?np&@@4.蕊#l@5z%@5I`@5@6 ]d?{[>D<'@exH +ZAr,_@]#F?{[>@@=Y|h@@7fJ@F J]@4B%?!o BF@3rT@@)@#}X@&'#.A%@"EF9@ vj@EH:奈@GPAWP_< @! +OF?쪸[@@4lو@56N@5J@5@2*@67W~$@ E}DMr@7o2Aޱ@Ġ9F@u%F@@$œ@%NH2@%Y@%@%s7@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ E_@ʙUA +:?@ F@ +j@@$ڦQa@%$k@%~@%v~ck@% M@Ee@KAscNo@ʝnF@ v5C@@%5`7@&4?@%d@&G4z@&vips*@FR@GE#y A9Au@ XIF@y3@@#YZ @$UGխ@$PbǠ@$eo@$@E3+L@~EcAY%H,@ [.T?d9@Y@@5-֌"B@68d@6 䒪@6WR@6>F?n@E+P2x @s.AGz S@"Q9:F?;%o@Y@@6aqj@7n7w$@7/*JT@7!@7q>@E#%UV-x@ؖ-uAXI=@ A{F?:@Y@@5/@6V'f<@6|t^n@6yU@6ZR?E<@R]Ap7hy])@ TOF?ffffff@@+1c'@*@+!wR@*H@*ыq@ E_@ʙUA +:?@ F@ +j@@$ڦQa@%$k@%~@%v~ck@% M@ F +W31S@ A3^q]@ {A={F@x^@@"⎪@#fEv@#3~Ը@#s;W銮@#rB?D<'@exH +ZAr,_@'F?@@>v͗@@N HACࡅ:@Ư@T?vf@@+a@.;G1@-Ao@.{7VPs@/ m#@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb?D<'@exH +ZAr,_@'F?@@>v͗@{:7@H@!ðl@Y@@53t,@7 @65̄@7 =y[@7dC@E4@ߜFfAUF@ Ev @@&v@'.'`@'9H@'=.->@'`U@E( @WpXAO.c@!EF?hM@Y@@5Yz@7h`@6yVW@7#q-r@7gb1]@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@EݐP @ B`nAڂ͐բ@dX,F@9@@'<@F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ LYt[F@qF@ Ev @@&v@'.'`@'9H@'=.->@'`U@ F zqjDk@ 7RyA򔕺u@ +ͳ{F@fs@@"cP[@#"D@"R3G@#.l9't@#KB.? QrF?d,@@ F zqjDk@ 7RyA򔕺u@ +ͳ{F@fs@@"cP[@#"D@"R3G@#.l9't@#KB.? QrF? Qr@?ffffffF?n #^@Y@E*@~)@gZmAGg@"%F?;.]@Y@@6e D@7l3K@7-L}@7 P/o@7KN?J?333333Ei9tD@s|'HA!@hHAF@3PH@@'Ud>@'̧@'e/$N)@'e h/@'Y@FR@GE#y A9Au@ XIF@y3@@#YZ @$UGխ@$PbǠ@$eo@$?ffffffD<'@exH +ZAr,_@f,k:F?׭_@@>V4I@@6M1/K@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@EݐP @ B`nAڂ͐բ@dX,F@9@@'Spi@.@:lUv@7/c@E2Ο\Q{@V˺A](4#@ i%]*F?{J#9@Y@@4\@6F @5H`@6/}va@6mj{-@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.?ffffffD<'@exH +ZAr,_@b#F?tK+w}@@>"rI@(@@'/F@ Ev @@&v@'.'`@'9H@'=.->@'`U@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@EA-u2@o?1AWPک@! + F?앿Ex@@4k|'@5&Y@5σ@6T@6ZzL&@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s?0̼,D<'@exH +ZAr,_@I&F?{ӸyY@@>R6V&@(@@'/ +B9@F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@E5U]i[@ܕʆ|AZU!h@ NT?2W@Y@@4%O@6Il@5nR@6;кkB@6|i@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s?ffffffEB3@As)m@ P13F?ffffff@@+1a@*D\'@+\H@*(G@*V_,A? QrD<'@exH +ZAr,_@a F? Qr@@>!*h>@v͗@F@ Ev @@&v@'.'`@'9H@'=.->@'`U@#Ege@xMAXiq@ zYF?07@Y@@52vL@60oV@67EX@6q{@7 /P@ EWjȪ@Lc%AWRxsZa@! +Ǜ1F?np&@@4.蕊#l@5z%@5I`@5@6 ]d@EݐP @ B`nAڂ͐բ@dX,F@9@@'(@@'/F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ E{}gD@[@Aܣc@:)~F@+@@$C@%7@%YC$5@%u@%ȳ`N@E))S@hqF2AZ ;$ڮ@ GwF?27@Y@@5S@@6jxkS@6IJMcL@6p@6F@ '76F@!p@Y@ EjV_0k@\BW¨A5F@ Ev @@&v@'.'`@'9H@'=.->@'`U@E4 R@ߛTb)AU=2@!D_UF?@Y@@5!Ot^@6hmpka@634+,8@6j0V@6b1@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@?=O|?cm@{:7@@6a՘?ffffffF?ffffff@Y@E5@׈yAZ|r@ zQT? +|Zr@Y@@4ի@6XGZ@5@6<''@6~R1I@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb?0̼,D<'@exH +ZAr,_@dF?0̼,@@>; g1@F@ Ev @@&v@'.'`@'9H@'=.->@'`U@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@Ezݔ@nARt,@jC:bF@LPr@@']S@'g)@'ϕ@'{h@'آUJ@EݐP @ B`nAڂ͐բ@dX,F@9@@'@'̧@'e/$N)@'e h/@'Y@Ee@KAscNo@ʝnF@ v5C@@%5`7@&4?@%d@&G4z@&vips*@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U?=]UD<'@exH +ZAr,_@)F?=]U@@=s@@6C7@@6;@Ee@KAscNo@ʝnF@ v5C@@%5`7@&4?@%d@&G4z@&vips*@EݐP @ B`nAڂ͐բ@dX,F@9@@'$@6 @EݐP @ B`nAڂ͐բ@dX,F@9@@'VM@ܥ¨T?f{_J@@)1#>@, +dM@,10@,4%s@-/S1G@EH]4;@׭/AWPnq,D@! +,F?Ԫ"@@4l!@58@5w^@59|r@67@E4N/@ߧ(AU1V;|J@!EfF?`V. +@Y@@5"/=U@6hZ~@63@6fGk@6=@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ E2\x+@?)AHP(SL@"i.F?^ N@Y@@5ta@7:emm@6(@@'/=x@2Bw?F@#ρ@@'NTF-@"Ө@%1c@!ü{C:@ o.G@Ezݔ@nARt,@jC:bF@LPr@@']S@'g)@'ϕ@'{h@'آUJ@EݐP @ B`nAڂ͐բ@dX,F@9@@']@n1sAZ=9p<@ ۼ"T?ŗNe@Y@@4+@6(7@5Q ,>@67RY@6yyv8<@E"J@׺ŹěAYE@ n9F?>BZ@Y@@5?nb1@6/~@6sÆ'@6:3)@6W:@E3@EIAzPg@^T?/^ G@@+d @@.%DzQQ@- "6@.fb.@7ojkk<@703@7hg@@7ֵ6@Eq @@|όA=,0`@ @6+9F@[f3]@@'LJ@']?@'!<@'6)yDB@'"=?ffffffE<(@Oh0A޻a ho@ F@ 0 )@@&Gh+%@& b@&<($@& @'y@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@?=O|?cm@?ffffffF?ffffff@Y@ E_@ʙUA +:?@ F@ +j@@$ڦQa@%$k@%~@%v~ck@% M@EҎM)@ď33uA%4WF@FF@>(@@'/(@@'/F@ Ev @@&v@'.'`@'9H@'=.->@'`U@<JwF@;g.H@Y@EIOgIs@c6A^[s@ R*T?b@@4DX@5s8{@@5),k@56@56?0̼,D<'@exH +ZAr,_@ߝdawF?<=.@@>B|T&8@!*h>@(@@'/WS@Y@@5@6w4Ș@6uV @6L^>@6.5Aa@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U?ffffffF?ffffff@Y@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB@ '76F@ '76@Y@ F zqjDk@ 7RyA򔕺u@ +ͳ{F@fs@@"cP[@#"D@"R3G@#.l9't@#KB.@Y2D<'@exH +ZAr,_@[F@-TL@@? +r@2Bw?F@#ρ@@'NTF-@"Ө@%1c@!ü{C:@ o.G@F!5(@@'/WN @F@ Ev @@&v@'.'`@'9H@'=.->@'`U@EݐP @ B`nAڂ͐բ@dX,F@9@@'@'̧@'e/$N)@'e h/@'Y@EҎM)@ď33uA%4WF@FF@>(@@'/@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@Eء@MA-2@Z&6qvT?A c +S@@)$At@+)a@+N| @,,o@,@ E-# +@Ǩ2xFDAqN@~ۣF@ P3:@@%xM@&g;֙@&37c)@&w3κO@&s@ EjV_0k@\BW¨A5v͗@@E4 R@ߛTb)AU=2@!D_UF?@Y@@5!Ot^@6hmpka@634+,8@6j0V@6b1@Ek5Y @ēoYA‰e@i F@@@(h+E!@(/s@(L@(O5@)yb@Y2D<'@exH +ZAr,_@Z.F@Y2@@? @@?ffffffEB3@As)m@ P13F?ffffff@@+1a@*D\'@+\H@*(G@*V_,A? QrF?NY@@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ LYt[D<'@exH +ZAr,_@cqTF@ LYt[@@?=O|?cm@Y&2@6[Y@67Q 3@6x:r|@6([?k"ɁF?k"Ɂ@@FF))zU@k'{PsA鼵1_{v@ ,:5&F@`@@#G{g@$[@$[:-1F@$p@$.@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB?0̼,F?B~@@E+`l@sI +AGZA@"Uk~F?E@Y@@6x@7n;+@7/-B@7 xY@7 xs@E 23@-.A4 @T?w1@@*jk@-*Ԩ@,=@-k:)a@-GY@E4 и%@ߛlNj@.AU={@!Db9܇F?"@Y@@5!7 @6hn] @635 @6օJ@6cZ8j@EݐP @ B`nAڂ͐բ@dX,F@9@@'F@ Ev @@&v@'.'`@'9H@'=.->@'`U@F +9=S@:B9?ayF@Zp@@)kz~@#T^@&ulP@"h@ e ?=]UF?=]U@@ EQXvËX@O#AW!-/he@!c,F?#x@@4Nq/@5h@5f[9@55z@6R@ E_@ʙUA +:?@ F@ +j@@$ڦQa@%$k@%~@%v~ck@% M@F-@]s@6X@BHbD?\(F?9m @@*?@@$By|s@' %d@"m8y@!b(@@'/{:7@@'̧@'e/$N)@'e h/@'Y@E L۩@gAI&@3F?|ؘ@@&<ǨJ@%{GUC@%@%=p@$릦s#A@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ffffffE.s]@ @jViAYB3[l@:-F@@@'бҺ=@(:uA*@(O@(E6@(\dw@ ExGB,@ĭ]A܅7}:@@8(>F@ Ev @@&v@'.'`@'9H@'=.->@'`U@ffffffE󉶬C@b rA3g<@ׂF@ R,R@@% @& ߄b%@&Ql@& Ve9@&AڟK@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB@EҎM)@ď33uA%4WF@FF@>(@@'/)j@"P&F?®9C@Y@@6̉c@7r\@73I'x@7$hx@7{[R~h@F(tA)@~knB 7?lDF@p*@@'Ŋ@"ܬQ@%NMy@!x;M@ ĽB? QrF? Qr@@ffffffEXq}v~@oA)}D@(F@ OQD@@(@(hqо@(xJ@(k0gE@(ϗ@EҎM)@ď33uA%4WF@FF@>(@@'/A@ )m@?%E+P2x @s.AGr@"Q9:F?;%o@Y@F@68|@7n7q +@7/*Gg@7V$@7_GP?[gE +ꍐ@X>UA+H)n@y2F?@F@929h@7ݳ p@8kc:Kp@6C]'\~@4p]?ͿE6~EK_@OA5^p~@?IF?:`@F@0՟@.n@0$@-/\@-'}U?zG|>TFXT?ffffff]z$E-L~f@ɂN-Aele@/TxcUF?UWh@F@,v:Ӈ@,_@,@+~hD@+-(>?$L0EKR={@rAm@ _uF?@F@4FUPj@2&㡔:@3@2u6FJ@1\D ,?333333? $[E6 q@ SA+eٞ@hF?333333@F@0CnɤLQ@/h=[@0H Δ\@.@.m)N@333334$vF@H_EKA"ͷ +S@ j<F@@F@!?ָ@"ɫ@"i@"3@#9?Q?&}2EF^R@z꩝AK#҆@(Q +F?Q@F@,yX@,LAC@,R@,U3@+n/?Ϳ3TE`g~@@Lk{@)GlyC@*|CF@(ɂ.p@'T@`?Q@9mFXT??K^C4E:_K@! A#d@(.=F?@F@-wȉ@-5R@-ǔM@,fZW@,=vR@?z&dE@7AX}27|@ tF?D=Fk@Y@F@5(+@6bxY@6I@6? Q @7 RvW?GzH? S[ORFXT?zG?|ELᠶ@X1YF(AX;A@)uYF?zG@F@-e[@-6,g@-PG9(@,AK.@,V~b@ +=p ?;X$EQ +@W}PAոD@CF@ +=p +@F@'~ك] @(BE@(^@(S9M@({.5?@9mFXT?"'gE'ue +@\A RiR@A4F?@F@7l ;>@5 +iZ@6jg?S@4v0@'_QT??ﵺ\*E=n,@EY"A#e@F?@F@6`_@3Ѥ@5 -Yk@2r{@2 + ??RE3 @EÈ(A{x0@(gbF?@F@,1O@,mA[9@,9Z@,! @+!>!?̿UE`@@A_{\A+@U(5F?@F@20򙧒@1g@2Hˡs@0lPI@0o^:>@Ϳ_E蓝N@GGxAϓ~I@5/F@`@F@*@/f@*(wpm@*; M w@*$wLߍ@*"WA@ )m??+!EUJGj@K uiAw@B eYF?@F@.8@.'~@/Y1:@-b6z e@--]@笢$$+E҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜@Ig$E7%;k@ *\pAgdž@\kF@\[Jq@F@&ݰs41@'&d4@@' 9@'%D@'6pP@?_E4&-Pc@aT AU,(@!Hp'p#F?'G@Y@F@5";@6j 6@64)@6t@6$o/Ú?zG?97XELᠶ@X1YF(AX;A@)uYF?zG@F@-e[@-6,g@-PG9(@,AK.@,V~b@.QuEA\@g8AW0{"@ 12F?@[@F@4w@5d~@5#@6 Ǣg@6T4]@?h  +dEA @#IczAW4@ ieF?OQCr@F@4|?}@5?b@5*b@6@q,l@6U]|@?F,ֻ@LWAw?]@ هiF@;j7@F@"wn-@$|=@$%P}z@$l@$?d@$>p]ExZ]4[@xtMAC9g@0lSF?ݍͳ|@F@0FU-a@0J@0PV@/H@/O(@@5 +iZ@6jg?S@4&~@?A +EzK@!9r Aafk@?M[HF@g†@F@)u +\~@)š^@)w8x@)P@*ƁZ??զX2E:ny"@CAMK@3BF?@F@+eP@+X\@+r.7@+53J@+,'@ 333333?aO6&EDTt@ȇHAAnG@QW^F@ 333333@F@&l Ao_@'SC\@'X`ʛ@'OK@' +@f%E҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜?Q7EF^R@z꩝AK#҆@(Q +F?Q@F@,yX@,LAC@,R@,U3@+n/??I֯`E +ꍐ@X>UA+H)n@y2F?@F@929h@7ݳ p@8kc:Kp@6C]'\~@4p]?fffffg?15 `EG|@/R A̶+pgp@4V~nF?ffffff@F@.3O @-ȩorL@.ynd@-R@,*d?׮zGU땪GFXT@B?EҴK@ KkAE@fOT?mHQ@F@*͠8@-SӘ@-y?T@-3aȕ@.)@?Rb=E+P2x @s.AGr@"Q9:F?;%o@Y@F@68|@7n7q +@7/*Gg@7V$@7_GP@?j(E&@7ŴAю}L@61F@@F@*Dei@*6@*Dur@*4jd"9@*5+@?uE8Ĕ*@ÇLA8 ?Y@3MM[F@@F@)'u@)d@).@)d[@)>|@TgEQ.{@ƧOƍA 4@6ηF?]$D@F@, Q1@-0m @- +&7@-?1@-du@Ϳ#]EfK@N AшWn@@7g,F@@F@*Ec:@*8!@*F +͙ë@*6@*7TB??վHEkб`ֲ@}AyE@'vF?@F@1 (iS@0̥ve@1~Y@0]Dcn@/ՙ ;m@җM~Ezb/@L$oA"L@8fDkF@@F@*.Mw@* @*@*@*zw@?8/Fr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@GzH + FEBZSI@ֵAm[@1knHzF@GzH@F@)I0@@*ȅ<@* Qi@*0.ա@* Lؗ@QK̷FXT@?mx +F9h@L!DA@ )m?zG@9mFXT@hE6@VDyAԘR@{F@@F@(;@(sp_@(W{$Q@(*9\t@(0d[@333333?/ڴtDF(P=@KAa@ 4qN:F@2W?@F@ y0a@"W⺖@!#G@"uqW@"EeW@?xFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@]T`Ezb/@L$oA"L@8fDkF@@F@*.Mw@* @*@*@*zw@Q?AEp@Ů]oRAZ +s@se%F@Q@F@(d~ު@(nʲ@(ǹl;@(-@)1??E4E +ꍐ@X>UA+H)n@y2F?@F@929h@7ݳ p@8kc:Kp@6C]'\~@4p]?cE5R@'dAW@( + P5F?@F@-Қn@-08]q@-Ⱦ@,d"@,>7^6@GzH~zjvEBZSI@ֵAm[@1knHzF@GzH@F@)I0@@*ȅ<@* Qi@*0.ա@* Lؗ@fffffgͰ&EnE>\@8$SmAO@<顎F@ffffff@F@'Bf@(R@((1O8j@(b+y\@(?1?ٙ?x{E\3@RA[nӒ@bF?ٙ@F@8a66%@5k @7a@4ciR@3LqD@ +ffffff˔.Ep9W'"@@HAޞMG@a mF@T,G@F@&=S@& + @&<x@&/p@'A̲K@ +?iEf@toFAG`J5@$=5F@ +@F@&Ʉil@'J@'I|d@'1@(_0E@?庤r@DF x"j@+qA +l@ F@͇/32@F@"XJoQ@#lA@#9@#{ąT@#^Yh?Q냮zsÒFXT??!1E=n,@EY"A#e@F?@F@6`_@3Ѥ@5 -Yk@2r{@2 + ?ffffff?+P`EFgPm@ ZAT$q@0cF?j4I@F@,v3@&RC&@&QV@&fh_@&@ 333333ϘM{ E%`(@ă~}~7Ai@/eMF@w`@F@&kc| @&F@&| @&`0@&gv!@?*8E*wA5@X.AY3 @ Ͱ#+GF?NP1<@Y@F@5L@6i`@6Eoj[@6@6ܭz?Qp&EUJGj@K uiAw@B eYF?@F@.8@.'~@/Y1:@-b6z e@--]?;8)bE'ud@[z6PA fp@@QF?m)@F@7l?#-@5 @Z@6jU럀@4=.. @2{Щ$@?QBɈEfK@N AшWn@@7g,F@@F@*Ec:@*8!@*F +͙ë@*6@*7TB?QRA+@FXT@8?jFFƲ*@YO!!B!RE +\?ncF@@F@'L@"lN+@%Ա@!j@a?׮zG?)FXT?׮zGdFXT@sKnE?^yx@/: iATb\@".0T?d9@F@*N@-aQ@,yjS@-Y.fZM@- 2#@?>ApE4#D@߼8&AU4\@!H D0F?%[[@Y@F@5"Si@6iEܕ@64e>urZ@6V@6¼?Lǖ}FXT?GzH?KEtPwI y@xmKAb#, @ѫOF?GzH@F@1[c@0Ht')r@0 K@/YI@/m;?Q?EExjTv@/2^~A(wM@7WC!F?Q@F@+"Z/@*vu@+f7@*X @*IrG1@? u +F9h@L!DA@ )m@#(IE6@VDyAԘR@{F@@F@(;@(sp_@(W{$Q@(*9\t@(0d[@ޗYFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey?baE3 @EÈ(A{x0@(gbF?@F@,1O@,mA[9@,9Z@,! @+!>!@?:$E+P2x @s.AGr@"Q9:F?;%o@Y@F@68|@7n7q +@7/*Gg@7V$@7_GP@ 333333?kdEDTt@ȇHAAnG@QW^F@ 333333@F@&l Ao_@'SC\@'X`ʛ@'OK@' +?񙙙?#d(EvZN@^A@ǷF?񙙙@F@0.@0/˛|@0ׂlPm@/0@.Z;??`;E3 @EÈ(A{x0@(gbF?@F@,1O@,mA[9@,9Z@,! @+!>!?.B;E4zb@HAЀi@4F?@F@+~b@+҂(@+_kL@+MCS1@*%S?Q@9mFXT??}[En~I@EA-#@1HaF?@F@, B('@+G@+n@+k/Wb@+9}Lq@Q?eEp@Ů]oRAZ +s@se%F@Q@F@(d~ު@(nʲ@(ǹl;@(-@)1?333334?vE_la@IlA c\@'!"F?333333@F@86ݞ@6%@7WW@5eD@4'K@ ?dEWĈ@ɤRYA#n@'GF@ @F@%>{@&SD4@&[ %@&g0@&] @SlEGwkl@9\AT=(@'OҪT?s@F@*^Sa@-[Gq@,xI@-c a@.)??lE3 @EÈ(A{x0@(gbF?@F@,1O@,mA[9@,9Z@,! @+!>!?fffffgZm@ED4Й,@% [Aá @{v]F?fqq@F@5}Lڋ@3<ϴ@4ug[h@2I4c@1|x]@\(?E݁E\ ׹e@Sm`A!Sz!Sh@2&F@\(@F@)I@)3|\@)ģ@)^ﺟ@)p d??J~8(E5R@'dAW@( + P5F?@F@-Қn@-08]q@-Ⱦ@,d"@,>7^6@?Y;E҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜??Υ60E9F@@rAvkZ@\@L[F?@F@/נ@.KN@/[x@. džP@-hyhl??3+FE',@\A幄@A?1FbF?@F@7lC@5 7g@6j @4=(c@328??pꛠE`K*@A_{\Aoɂ@Un=F?@F@2 Ö@1gڞn@2H,`@0[n@0oNw@?u3n8F + W@,դAנ@ (F@rar @F@#&x.@%>9P@$~L@%\Q%@%Sm8@?E?2EA~@ +`AWB\1@ /!ǩF?@x@F@4ɺ@5@5".@6 %-`@6Tv?ᙙfÈ"E/זk|@=A .@vF?y7BQ@F@74t@4{@6pޜ$8@3I&@2ʢ?Qu&97*ExjTv@/2^~A(wM@7WC!F?Q@F@+"Z/@*vu@+f7@*X @*IrG1@?xF9h@L!DA@ )m?陙?h5uvXER\5vX@h(0 +AIeK@t˄OF?陙@F@4I@2> @3E|Ȉ@1Vٕ@1v׫?mROEko @1fA‘!:@$wuQF?Ÿ@F@1d@0̸@1߁@0]@/:W@ ?dT٘E@\򩓻A5H@elF@ 3@F@%ޢ&K@'5B@&v@'@'MU@?(Fr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@zG?ċTEܪ? @ǶLBA֌y e@aQeF@zG@F@'7[@( J@'WV~@(N2@(D^8@?fWzEA~@ +`AWB\1@ /!ǩF?@x@F@4ɺ@5@5".@6 %-`@6Tv@?6J(Y Ei8 G@A#rT@55NF@@F@*imm@*v[@*3- @*BS @*v9Q@{XoFEJe@L57Azy@V@;D$F@@F@&K( @' @'oၚ@'~ g@'T@ +?Ef@'A=@Y@F@5E9eO@6]y@6;w{LR@6z_,C@6se@?秐c`F [o@C>҂A,&Wn@ 6NF@Rm@F@",KzA@ )m?ٙv?&(E\3@RA[nӒ@bF?ٙ@F@8a66%@5k @7a@4ciR@3LqD@ gpZEK2 @ƥ9uA%l@.gUF@ @F@&g{a&@'u7@&m=:@'*g{@'Mw|?m]EQU@CA@)qWF?@F@,.`@,oLH[@-.$@,# @+A?퉬#E +ꍐ@X>UA+H)n@y2F?@F@929h@7ݳ p@8kc:Kp@6C]'\~@4p]@GzH?uȼEBZSI@ֵAm[@1knHzF@GzH@F@)I0@@*ȅ<@* Qi@*0.ա@* Lؗ?zG?dƂkZFXT??AҠނ@@MNo8F@1P@F@2Ҙ@09@1$ @0 g@.2@?5#E'bdO$@؃9>AZ֎[@ AcdF?+jg@Y@F@5[ݶ@6k?у@6L S@61bԜ@6i@333334DsEƲ0@Ă,AbE=@, wF@333333@F@)t5@)eRS@)Q-@)o.@)G?333334X.YE.J@1'A>,u&@ŠF?333333@F@0D'D@/iGo@0H@. {4Q@.p@}9ؘE҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜@S#TE;*9qRV@CoJAF?@PcT?W&@F@+X +9@.S,[@-|t @.z@/].J@ OpE҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜??+AN@E4zb@HAЀi@4F?@F@+~b@+҂(@+_kL@+MCS1@*%S?ffffff)VD\vFXT@?ݯzpEK +G@;wAu@-F@ś@F@$Zf٬@&aUc@&wu~@&}bF6@&µ:@]ݐE4+g@Y'AU |@!I^]F?+ʫ]@Y@F@5#^s@6jrd|@644@6⢎!@6͋Y4?fffffg?춦UDE(_@%A̍x@9HF?ffffff@F@.@->@.-$@-[B@,ָ̌_@R5%E> m9`@9Oi;'PA\{@?n@ xT?T Ǐ@Y@F@4&e@5t'@5U~ӎ@5Hx\@6?uɕ??ZER2\@]zIA\[nZ@* F?@F@-D+@@-Sc@-]C6@,P@,@8??SwE3 @EÈ(A{x0@(gbF?@F@,1O@,mA[9@,9Z@,! @+!>!@?*u}pEA~@ +`AWB\1@ /!ǩF?@x@F@4ɺ@5@5".@6 %-`@6Tv@ffffffU`Eօp:4@{bAՀ&@/eTF@ffffff@F@'0V_x +@(d +<Bv@(9a_@(s{s@(@wG0E%Ztg@bAXK@ rqF?CA0@Y@F@5v-b@6AZ@6kor@6a2@6h⎤??~4EUJGj@K uiAw@B eYF?@F@.8@.'~@/Y1:@-b6z e@--]@?8wEʟ,@%OBAS:L@. F@@F@(@@@).f~@)J@):MS@)T?5A@333333?4עEG@ā94AuC@'LMdF@333333@F@) <ڲ@)^߮=@)J¶cM@)hM�@)}@+vk?Q?мy,xExjTv@/2^~A(wM@7WC!F?Q@F@+"Z/@*vu@+f7@*X @*IrG1@SeFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@Q?ҥ1shEp@Ů]oRAZ +s@se%F@Q@F@(d~ު@(nʲ@(ǹl;@(-@)1@?*HEA~@ +`AWB\1@ /!ǩF?@x@F@4ɺ@5@5".@6 %-`@6Tv@~FP"H^@ǃGAh@ a4#7%aF@p?-<@F@"7j@# +_E~@"фX@#ݐ@#AT(?GzHܽyk4EtV]@/AFAd@9hR@}1F?GzH@F@1(N%@0H Pt@0!s@/a@/Z <@?@QR$F9h@L!DA@ )m??mEQU@CA@)qWF?@F@,.`@,oLH[@-.$@,# @+A@ + +=p?^hEϖiSn@CAZLΜA#SSt@F@ + +=p@F@&n6+@'$˿S5@&\@'8k&@'j/?? 7bRPE +ꍐ@X>UA+H)n@y2F?@F@929h@7ݳ p@8kc:Kp@6C]'\~@4p]? +=p +@9mFXT??[`EKR={@rAm@ _uF?@F@4FUPj@2&㡔:@3@2u6FJ@1\D ,??fEkCYd@̀AAw=@'0TF?@F@1Xl@0J0@1~@0]9@/{@#?ESd@2d\A*}@LlЖT?m ֶ[@F@*s/1@-fw F6"@,G@-0@.5 ]0e?GzHL ۱FXT?jOvEibW@bjA°)@1$f}F?@F@,t+?-@+S/A@+"HN\p@+k?.Y@+:gZ8?ᙙג7E/t遇@~A +ny@Z8F?ᜩ@F@7 5{=@4T@6?@3|e7@20d?׮zG?88FXT@?>)REW@|M͊A%Rފ)I@~F@ +7! @F@',ơu +@'h@'ھN@(AoY@(/V@w3=߅E$ EJю@(9AX@ ,F?{ @Y@F@5νO{@6\6@6y0W@6ēi@6L:?Q?ױmbEF^R@z꩝AK#҆@(Q +F?Q@F@,yX@,LAC@,R@,U3@+n/?zG|H 1FXT@333333?Ď6PEG@ā94AuC@'LMdF@333333@F@) <ڲ@)^߮=@)J¶cM@)hM�@)}v0@'_QT@?Njg0Eo2z@Sq?iAԵ\2@1cnTF@@F@(:4ԙ@(49#@(΂T@(b>m@(׃-@?G[PE҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜@4?xqE7H@OBJA[dGI@ 0+GT?y|ßa@Y@F@4؆@6}$@5e#f@6%EV@6f+ \4@?q]#qE*rB@U6AG4,@"~UKF? ҉@Y@F@6c@7b#{>@7$.q1v1@7 I@7"B?Ϳ.A,E`8O$@A@-A߿J@U8WF?ͷ{@F@28; +@1geX@2HN$@08`@0o)?zG|?BFXT?2BC6E +ꍐ@X>UA+H)n@y2F?@F@929h@7ݳ p@8kc:Kp@6C]'\~@4p]?ӯH`E5R@'dAW@( + P5F?@F@-Қn@-08]q@-Ⱦ@,d"@,>7^6@ +=p )\EQ +@W}PAոD@CF@ +=p +@F@'~ك] @(BE@(^@(S9M@({.5@?aFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey?QR[%aDm=@|׉gQAn %@ !F?QR@F@:˱,@8kMO@9h}]@7FS.@576v@ ?eE|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT@333334m6EݖŬ@jAe @]ivF@jeg@F@)3 @(g@(9@( +G@(hvg@?_PE҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜@?JE4#D@߼8&AU4\@!H D0F?%[[@Y@F@5"Si@6iEܕ@64e>urZ@6V@6¼@?ᵘFV~υ@N1U*BPnj t3I֒F@-zp@F@(xK@"yb6C@%(pi@ jD@!Ζn +@?aE҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜?+ELD'p*@wa 7A̸s0.Z@4BF?io\-@F@/vU@.*ō=@/)]@-h@-.1??#E`384@A~ KA8E@UO@F?@F@2o@1g@2Hd@0@{zW@0o5}@?^zHEI@+-A6(Y@;~F@l?;@F@*f}@*bW&@*m@*,@*|}?9EJvtU@CkA<,@/3gmF?0z@F@/2_@.,@ wm@/2z@-v@,N@9=y\E҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜@?~3E+P2x @s.AGr@"Q9:F?;%o@Y@F@68|@7n7q +@7/*Gg@7V$@7_GP?fffffg?mEG|@/R A̶+pgp@4V~nF?ffffff@F@.3O @-ȩorL@.ynd@-R@,*d@O]E4+_z@M AUУ@!IAr,FF?+6z@Y@F@5"Y@6jfD@64˗g<@6֤v@61k@EE/Lψrh@0DꚝAYe&7˰@ ]mF?~mH@Y@F@5.}`@6UrJ@6-SҖ@6sf|@6([s@ ̿0޵E:@~urZ@6V@6¼@/=$E҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜?-`EibW@bjA°)@1$f}F?@F@,t+?-@+S/A@+"HN\p@+k?.Y@+:gZ8?zG|NsFXT?=EYh@'dA @(F?@F@-7d@-M@-ȷDm!@,^Wv@,>@ ?m,`E`J=W @ȸ~{`A1@"=|F@ @F@&y Q@'mjlnR@'7hh@'%N5J@'X^=İ@?zgrE*ޚVi@3_AGf5N@"U8F?f3]@Y@F@6^O"@7eS dV@7&Nֻ@7? @73{]?Q&=FXT?zGlHaELᠶ@X1YF(AX;A@)uYF?zG@F@-e[@-6,g@-PG9(@,AK.@,V~b?zG@9mFXT?zG|@9mFXT@?'tY E4#D@߼8&AU4\@!H D0F?%[[@Y@F@5"Si@6iEܕ@64e>urZ@6V@6¼@?# EW@ +90ҙA*f@3zv3F@@F@'6S@(h@'}u@(#W@(O@?]Ec[[c@ÇLAN/"NR@/fF@@F@)z@)J@)? T@) I^i9@)pqϏ@?c|F9h@L!DA@ )m?fffffgbB?WEG|@/R A̶+pgp@4V~nF?ffffff@F@.3O @-ȩorL@.ynd@-R@,*d?333334?k8HE֥!g@¦IA5 1@[5fF?333333@F@0CL@/hp1@0Ha&C@.|D@.i@ď3E,۔C@ڇC]wAY|G#$@ ̍{X!F?GXd@Y@F@5 /@@3Ev 1@1͢@1R ?ٙwZ E\3@RA[nӒ@bF?ٙ@F@8a66%@5k @7a@4ciR@3LqD@ LFE|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT?GzH@FXT? +=p +@9mFXT??"Z%TE`384@A~ KA8E@UO@F?@F@2o@1g@2Hd@0@{zW@0o5}@!%gE:@h*@fRAXѻnk@ 5T?p +@Y@F@44@6 Ȭ@5`A@6@]@63E?zG|j#FXT@?hLx4E*1@aLf@AG*@"W F?@@Y@F@6 p@7kf@7,#y@72?Yk@7o3~@fffffg?J)ErY@uLsA*2;@:\~F@ffffff@F@')MC@(.@(꩷ @(_@(kɉ(?@9mFXT?ᙙ%=dE/fQ@(.D.AZaR@̻F!F?,lQ@F@7d9 n@5 3@6]~@49;@29@?i\!LE8Ĕ*@ÇLA8 ?Y@3MM[F@@F@)'u@)d@).@)d[@)>|@k/Eȇ@?!A:@.tF@ sNZ@F@*$ɜ @*P{@*+@*:@)yV\?fffffgjA2ESJ~@0ĚA̽\v@3IF?ffffff@F@.P@-4ܼD@.U)3P@-Q8mNR@,LF/@VE6@VDyAԘR@{F@@F@(;@(sp_@(W{$Q@(*9\t@(0d[?Qp/Y`EF^R@z꩝AK#҆@(Q +F?Q@F@,yX@,LAC@,R@,U3@+n/?LAEkб`ֲ@}AyE@'vF?@F@1 (iS@0̥ve@1~Y@0]Dcn@/ՙ ;m@?NɍִF9h@L!DA@ )m?陙mʒ$ERO:@h(0 +AIE@tBF?陙@F@4CM@2> /@@3Ev 1@1͢@1R @̿١FKL,@Ŏ|@0_F@.j C@-5?̿q E:ny"@CAMK@3BF?@F@+eP@+X\@+r.7@+53J@+,'@333333?(іwFDLm~@ݴ꫙Ao*@ AF@@F@#n^M S@#4@#Ʋ{@#m#W@$ oh1&I?zG|?HlQE r@^D(XA h\Ӕ@cc~F?zG{@F@//e@.ܝE @/fıy_@..:j|^@-U5@ +=p Ϝ+VEQ +@W}PAոD@CF@ +=p +@F@'~ك] @(BE@(^@(S9M@({.5@ A>%GMEȞݏ=@Aܧ4]@vF@@F@&\OsC@'(cT@&s>gA@'*ujA@'P?333334QLEPl@T"AfB/@Lpy(@F@h@F@1<r@/h(@0z5E@.yDi3@-ͤ1`@ 333333ۂAEb,E@Ɔ3]@A#Z@nxF@Z@Rf@F@&{a:@'$lѨ@&p9`@'31I@'V~b?333334?ފ- E5C z@ǂ]As@X5F?333333@F@6q/@`A=pH@ F@#4yNw@F@!f0@! q@! M@!D)4@"AKV?fffffg?YWED4Й,@% [Aá @zF?ffffff@F@5}P@3<@4ueLh@2VM@1L5?fffffg?0ED;ʅ@aRkA +*o:@,?uF?ffffff@F@5},v?@3;뢆@4tЯ?@2;zg@1x@p +=q}_ٗ,EXÖXp@ı|WzAK&L@"P9F@p +=q@F@(@)Hk-@)1C@)RSP@)h@ E|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT?Q?}EF^R@z꩝AK#҆@(Q +F?Q@F@,yX@,LAC@,R@,U3@+n/@?i\EJ@W&$\yA$7R@ `#F@27y @F@(]@(j@(̐{@(R @)HZv3@&RC&@&QV@&fh_@&@?өF [o@DcA셫J@ 6UԖkF@g@F@",Mt`@#vm@#/jď@#qc@#@-?̿ӥE`K*@A_{\Aoɂ@Un=F?@F@2 Ö@1gڞn@2H,`@0[n@0oNw@ؤ +8E8Ĕ*@ÇLA8 ?Y@3MM[F@@F@)'u@)d@).@)d[@)>|??"ōhE:ny"@CAMK@3BF?@F@+eP@+X\@+r.7@+53J@+,'@xc;E f] @h|?ՈAB@ T?}@F@+7^6@?\N vE+P2x @s.AGr@"Q9:F?;%o@Y@F@68|@7n7q +@7/*Gg@7V$@7_GP@)vEԹL@'X_0AFcM@aF@D@F@'v5@(mp+@(H4@(|E4@(t%@ 333333?꥔TEDTt@ȇHAAnG@QW^F@ 333333@F@&l Ao_@'SC\@'X`ʛ@'OK@' +@ }: FXT?OZEBH@)φbA@~Y@-GpbF?x_@F@-p <@-V@-ӬJ5@,5$@,/)BO@?%[E҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜??pz@EgDv{@|pڨA:]K@uYuWaF?@F@/$b"@.2GK>@0_F@.j C@-5??廑LE',@\A幄@A?1FbF?@F@7lC@5 7g@6j @4=(c@328?zG|kא9FXT?p +=p_TFXT@ ͿnݯEWĈ@ɤRYA#n@'GF@ @F@%>{@&SD4@&[ %@&g0@&] ?=p +=? `E1wEg@JnAJ;@:RjF?=p +=@F@6ܚ@4za@5N1+@31b@2BV@?TMEDEA=>@ AW):@ 2H!F?@~@F@466@5N@5#cG3@6 6~@6T0@ 333333?פLpEF&:j3@Ȇ4}ApO@ F@ 333333@F@&0ks@' (X@'X7@'{@'ͻl@ 333333?WoEF&:j3@Ȇ4}ApO@ F@ 333333@F@&0ks@' (X@'X7@'{@'ͻl?Ϳ}L;hE`OL0@A"Z YA?/N@U17F?IX@F@2 V(@1g+N@2H @09@0o(g @ͿD-OEfK@N AшWn@@7g,F@@F@*Ec:@*8!@*F +͙ë@*6@*7TB@?,RE"Jp@Q#A ɉ@6_9(oF@@F@*Srr @*XMh@*@*!@*wy^X@zG|?c1UTEyUM@ł, A Q<@"_C'F@zG{@F@(o%d0@)ь#Nc@(?7@) vy@))PEKi?333334&>\vZE֥!g@¦IA5 1@[5fF?333333@F@0CL@/hp1@0Ha&C@.|D@.i@?zENERɿ@AkK@~F@@F@%=݃2ڗ@&wcg@&DJSU@&x@&@333333?k F\ L@]@E>AAeT@x@ R`F@32iߗ@F@#ǛO@$~cpm@$FsN%@$3i@$#lzM?\(\@9mFXT@ GFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@HX=E7%X +@MqAZַ~䒻@ p;T?@@4őU @3Gǐ?zG|kMVFXT?Q?EPFXT?Q@ t:FXT@ExWښ@ .NAҟK@34hF@@$@F@)^"@)ڐ+b@)w%@)zz@)C-"*ۥNFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@?o"pFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@333334A&DQQE + t @5qkdA|1d@ oz4F@ؚ@F@)E5@(@(g&@(7= D@(Z?\(ÿN,UREw0cB* {@3]A/f"@۽̼F?\(@F@03܂g@0!m@@0D@/h+@.6}s;@+\UE#r2p^@ςkAZNbv@ +F?İ@Y@F@5~[o@68j@6lRNK5@68$4@6ܸm@әQFv0@'_QT?fffffg:C=0ED;ʅ@aRkA +*o:@,?uF?ffffff@F@5},v?@3;뢆@4tЯ?@2;zg@1x@333333? 4?FVA@d8|A,ӦYP@|?\(?)'Ew0cB* {@3]A/f"@۽̼F?\(@F@03܂g@0!m@@0D@/h+@.6}s;@1e'Ei8 G@A#rT@55NF@@F@*imm@*v[@*3- @*BS @*v9Q@?f+ָEo2z@Sq?iAԵ\2@1cnTF@@F@(:4ԙ@(49#@(΂T@(b>m@(׃-@$?_[EG@|0An[@jT?:@F@,\@/.@.u@/Fvy@/Wp@ +?fxEf@gעA]c@#yWF@ +/x@F@&șܷul@'ɱ9@'"ooTe@'w_@(r ?Q?0WExjTv@/2^~A(wM@7WC!F?Q@F@+"Z/@*vu@+f7@*X @*IrG1??d-xE"p8OA@wzA-"c@mMIhF?@F@7Ak@5`Ks@6ܺ@4ŕ G@3GǑP?QR?HQpDm=@|׉gQAn %@ !F?QR@F@:˱,@8kMO@9h}]@7FS.@576v@?5P@Fr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@333334:E$-B@ĂzA8[#+@*0 L3F@333333@F@)'\b@)bRsf@)N@'0@)kvS@)tL?ͿJgEgv@GqMC!AV@-^F@w9@F@,X)in @+WC +{@,1b ~@*x<|(@*U??А<1lE"p8OA@wzA-"c@mMIhF?@F@7Ak@5`Ks@6ܺ@4ŕ G@3GǑP?GzHJ3,N;FXT@?ϐF@ňC?A;|C0*@ 6^NF@?A@F@#'h9đ@$&{2 @#z@$1@$Kuz@?*ђEkpM@Ɔ/e{AԐQM6@+NcF@|(V`@F@(YH@(Qdn.5@(~F@(h&'@(ײU@fffffg}[ƎE#Wu@v%|A?Iu @ 0:F@ffffff@F@'@(ohN@(E0ʂH@(O0%@(˂9V]@GzHF7EBZSI@ֵAm[@1knHzF@GzH@F@)I0@@*ȅ<@* Qi@*0.ա@* Lؗ? +=p +@9mFXT@ ?gvXEK2 @ƥ9uA%l@.gUF@ @F@&g{a&@'u7@&m=:@'*g{@'Mw|?GzH?CZEtPwI y@xmKAb#, @ѫOF?GzH@F@1[c@0Ht')r@0 K@/YI@/m;@ vԅ[0E`J=W @ȸ~{`A1@"=|F@ @F@&y Q@'mjlnR@'7hh@'%N5J@'X^=İ?陙73ERO:@h(0 +AIE@tBF?陙@F@4CM@2> /@@3Ev 1@1͢@1R @zGG嚃Eܪ? @ǶLBA֌y e@aQeF@zG@F@'7[@( J@'WV~@(N2@(D^8?@~՟FXT@?_d|!lEʟ,@%OBAS:L@. F@@F@(@@@).f~@)J@):MS@)T?5A?Ϳےrg?TEc|@ɫ)FAU+b@=rO%F@/#r)@F@+es$ʼn@+QuՅ@+G'@+&2t;x@*ˎ.?QR@9mFXT@333334o{E$-B@ĂzA8[#+@*0 L3F@333333@F@)'\b@)bRsf@)N@'0@)kvS@)tL@?|Ezb/@L$oA"L@8fDkF@@F@*.Mw@* @*@*@*zw?)E +ꍐ@X>UA+H)n@y2F?@F@929h@7ݳ p@8kc:Kp@6C]'\~@4p]@Qa r$E v@eA^{K@{C3ZF@.w @F@' 7@7@'J_@'SR@';P#@'㣝@?M.1ZE*ޚVi@3_AGf5N@"U8F?f3]@Y@F@6^O"@7eS dV@7&Nֻ@7? @73{]@KTE1NyC@ AW4( m@ \*T?<+@Y@F@5:Q@6Re@6$wD@6qrrl@6ِΒ@ǻ|DECNߒ@F焥A#@I"~T?*)s@F@*W6@T@-*E@,@-n-[^;@-]?=ތFE'ue +@\A RiR@A4F?@F@7l ;>@5 +iZ@6jg?S@4@(L;@(uz%n@(p್@ ?o>EN@ɣD*A'Q^@'~zF@ @F@%>v3@&RC&@&QV@&fh_@&@q(Eq,@ⅧPAdG@RT?=@F@)32{@,Ylj @+kо%@,ޫg@-(b5*??$E +ꍐ@X>UA+H)n@y2F?@F@929h@7ݳ p@8kc:Kp@6C]'\~@4p]??'iHEq%@*HAßCy@/q)F?@F@1?Iڜ`@0rP+@1'"w؍@0e@/]@?E҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜?׮zG?My؎FXT?fffffg񛁝ED;ʅ@aRkA +*o:@,?uF?ffffff@F@5},v?@3;뢆@4tЯ?@2;zg@1x?Q?g8ExjTv@/2^~A(wM@7WC!F?Q@F@+"Z/@*vu@+f7@*X @*IrG1?\(?[j"8`Ew0cB* {@3]A/f"@۽̼F?\(@F@03܂g@0!m@@0D@/h+@.6}s;@?\ ҀEז:@В_VAbVr@d:T?Y_a(@F@*dA@-(M@,K@-ҳH@.`ę?fffffg|a ED=@κoA/)7@͂F?kZ=@F@5} /@3;\d@4uI+wF@2[p +@1 s@?fFq`EA~@ +`AWB\1@ /!ǩF?@x@F@4ɺ@5@5".@6 %-`@6Tv?Ϳ.5?E`OL0@A"Z YA!tp@U7KcF?1 +d@F@2@ܦ@1gvd @2H>8@0=@0o,C0?fffffgdIED;ʅ@aRkA +*o:@,?uF?ffffff@F@5},v?@3;뢆@4tЯ?@2;zg@1x?"EgDv{@|pڨA:]K@uYuWaF?@F@/$b"@.2GK>@0_F@.j C@-5?ٲ? 0En~I@EA-#@1HaF?@F@, B('@+G@+n@+k/Wb@+9}Lq?fffffgNgED;ʅ@aRkA +*o:@,?uF?ffffff@F@5},v?@3;뢆@4tЯ?@2;zg@1x?zG|b=cE r@^D(XA h\Ӕ@cc~F?zG{@F@//e@.ܝE @/fıy_@..:j|^@-U5??/ /E%(ō@DiRARRrlM@2GNF?@F@+Ub9@+V}t@+g@+3;Y{@+ 8K|P?@~՟FXT?H[¸_EgDv{@|pڨA:]K@uYuWaF?@F@/$b"@.2GK>@0_F@.j C@-5?q EQU@CA@)qWF?@F@,.`@,oLH[@-.$@,# @+A?3333343^’ELtײ@B\d5A*J@32zF@H^=@F@,ȃ>cG@+wyi>@, @+d@*(*-?EIYs_EgDv{@|pڨA:]K@uYuWaF?@F@/$b"@.2GK>@0_F@.j C@-5@?z&E&@7ŴAю}L@61F@@F@*Dei@*6@*Dur@*4jd"9@*5+@GdE$\h+\@û(#AZ.2@ O[F?6;%p@Y@F@5qʗ@6z _6@6^d@6b|đ@6ϋ@vaY,E0EJ@`RA[.)@ g OF?2^@Y@F@5_Jl@6:}e-@6~@6Wq@6`Ѓ@?}m9E&<@*,\VAX[@ gPT aF?IV@Y@F@5r*3ٔ@6@6gŸcD@6AȢ@6()@\(ÿjzE\ ׹e@Sm`A!Sz!Sh@2&F@\(@F@)I@)3|\@)ģ@)^ﺟ@)p d?fffffgfr7ED;ʅ@aRkA +*o:@,?uF?ffffff@F@5},v?@3;뢆@4tЯ?@2;zg@1x@ Q.EL9u@øDKA{@c$NF@!F#@F@%8+@%p>Gʫ@%^(@%veh@%=@?s,LE+ )S&@㇧7AF9Y@"PQF?i;@Y@F@6qR@7qI@71~@7E@7)X?zG|?y3(FXT?̿L||9Evl!<|@CoyAIJ/0@44"ŹF?@F@+Y$9@+Yj@+@+6+ @+&]??5dE5R@'dAW@( + P5F?@F@-Қn@-08]q@-Ⱦ@,d"@,>7^6@ +ffffffҭP.E)q|}@Ȅ#s +AJ5x@F@ Q@F@&,h @'dyI@&҃@'-Y,ə@'[yj?陙?#r&.ER\5vX@h(0 +AIeK@t˄OF?陙@F@4I@2> @3E|Ȉ@1Vٕ@1v׫@ 333333?q(EDTt@ȇHAAnG@QW^F@ 333333@F@&l Ao_@'SC\@'X`ʛ@'OK@' +@tE2oP@?A<6-@)(TxLF@@F@((@)Dc*k@),@)NmW@)fx* ?fffffg?RuGbED4Й,@% [Aá @zF?ffffff@F@5}P@3<@4ueLh@2VM@1L5?QjWfFXT@ ?dzE|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT?TFFXT??I Eq%@*HAßCy@/q)F?@F@1?Iڜ`@0rP+@1'"w؍@0e@/]@33Fr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@ Ϳь jEXe!@r2bA⍋Y@, ILDF@*:@F@%#'@%ꝋr@%(~bm@%߿?l@&"]8s?=p +=EסFXT?ffffffz9 0E04Lb@?DoZAY^@O@dF?9C@F@1)@1OoN{}R@1@a@1@0$]@333333?bFi`Xj@1fYA!B8@ $UBF@ej@F@#k"@#s[@#̫HM@#=\@$忶A@333333?~B F(P=@qyhA"@ sMF@;@F@ fx@" @!#=@",')!r@"qg"@ ?õo4@EXo_w@9=zAWJ@gF@٩@F@%@&i@&4,@&{I@&݇@%Fr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@va'2EԜx@3l^1A w@ ?+ F@qU7@F@'7@(sD$@(Mqч@(z K@(*@?Z(Ezb/@L$oA"L@8fDkF@@F@*.Mw@* @*@*@*zw@fffffgW'`E#Wu@v%|A?Iu @ 0:F@ffffff@F@'@(ohN@(E0ʂH@(O0%@(˂9V]@m0Fr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey??߃Wg0E5R@'dAW@( + P5F?@F@-Қn@-08]q@-Ⱦ@,d"@,>7^6@m;E9yn@D lA[4j@ \M8T?&cI@Y@F@4SS<@5΃@5m/.@6bz@6YXGu??\lEq%@*HAßCy@/q)F?@F@1?Iڜ`@0rP+@1'"w؍@0e@/]? /͐E̡-@E?;lAZ/:@(݊^F?@F@,s@,mҩS@,Q=4@,"%7@+`Aw?zG|?T%PFXT@\(?R(E\ ׹e@Sm`A!Sz!Sh@2&F@\(@F@)I@)3|\@)ģ@)^ﺟ@)p d@\W E>[_@ }A\~,b@ .T?inX/E@Y@F@4bd[L@5R@5pP@5dž(0@6;Y{@ +?`VHEf@toFAG`J5@$=5F@ +@F@&Ʉil@'J@'I|d@'1@(_0E@?>sE}@ƞ6hAٴD@_~F@ r8 B@F@&`F3@'k&v@'z)@'An=@'vR?ͿwqnE`l@*AY:@5Z8XF?3a@F@4@2o?@3 @1q#gl'@0l{"_@?r6F [o@DcA셫J@ 6UԖkF@g@F@",Mt`@#vm@#/jď@#qc@#@-??MYE9F@@rAvkZ@\@L[F?@F@/נ@.KN@/[x@. džP@-hyhl?\(@9mFXT?ͿR'5@&ru@-"KE$ə*W@2ֺ +AZ!ȃA@ pKCF?&@Y@F@5s]@6sUM@6b4(@6h^R@6ճd@?浺\*E4#D@߼8&AU4\@!H D0F?%[[@Y@F@5"Si@6iEܕ@64e>urZ@6V@6¼@?ІLSFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@ ?[@ELd2@LJd@qA`'@KF@f'|F@F@%tIT@%lp@%WY@%k@& )?陙? @3E|Ȉ@1Vٕ@1v׫?ٙ?N|E\3@RA[nӒ@bF?ٙ@F@8a66%@5k @7a@4ciR@3LqD@333333?=hF\ L@]@E>AAeT@x@ R`F@32iߗ@F@#ǛO@$~cpm@$FsN%@$3i@$#lzM@?Կͬ`F9h@L!DA@ )m?񙙙v&Ev6sh@C¶A Nh@~4F?񭁭v@F@0,@0.n@0Mq@/(y+Q@.ΐ?zG|]bJHHFXT@tahEi8 G@A#rT@55NF@@F@*imm@*v[@*3- @*BS @*v9Q@ ܞ:E|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT?aeGEUJGj@K uiAw@B eYF?@F@.8@.'~@/Y1:@-b6z e@--]?QRDm=@|׉gQAn %@ !F?QR@F@:˱,@8kMO@9h}]@7FS.@576v@Q?iHEp@Ů]oRAZ +s@se%F@Q@F@(d~ު@(nʲ@(ǹl;@(-@)1?333333?lME6 q@ SA+eٞ@hF?333333@F@0CnɤLQ@/h=[@0H Δ\@.@.m)N@?h(n;ERɿ@AkK@~F@@F@%=݃2ڗ@&wcg@&DJSU@&x@&@?㋻F fޣ@E1MA-Qn@ #7=dF@J{ 9&@F@";ޕ@#ߦ@#+@#z@@$!Q?ٙ1ɦE\3@RA[nӒ@bF?ٙ@F@8a66%@5k @7a@4ciR@3LqD?333333l9üE6 q@ SA+eٞ@hF?333333@F@0CnɤLQ@/h=[@0H Δ\@.@.m)N@ffffffQuEօp:4@{bAՀ&@/eTF@ffffff@F@'0V_x +@(d +<Bv@(9a_@(s{s@(@333333?]fRE;1&@̻āAٔ*@q$ZF@333333@F@%m!s@&)[@&|yqoO@&܄;}@'ZH@?\6OPEi8 G@A#rT@55NF@@F@*imm@*v[@*3- @*BS @*v9Q??lHGEkб`ֲ@}AyE@'vF?@F@1 (iS@0̥ve@1~Y@0]Dcn@/ՙ ;m?ffffff秐 E$fQ@O_AK@7bF@ 3S.{=@F@-'N@@,4dK9]@-=Jqb@+@+i .F?׮zG?$q,FXT@?` Ei8 G@A#rT@55NF@@F@*imm@*v[@*3- @*BS @*v9Q@̿ȋ#VLE^t@Aцo@7zF@@F@*Fl@*8&z@*Fixs@*6R3@*7o@R>$E3U@( Z?A^@7qsT?X:S@F@*HƳ@-FޱZ@,x@-] ]@-IE-B?fffffg;4:EG|@/R A̶+pgp@4V~nF?ffffff@F@.3O @-ȩorL@.ynd@-R@,*d@ DEzb/@L$oA"L@8fDkF@@F@*.Mw@* @*@*@*zw@f|ZF9h@L!DA@ )m@Qz:Ep@Ů]oRAZ +s@se%F@Q@F@(d~ު@(nʲ@(ǹl;@(-@)1@?Ys/Fr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@?U_5FV|@\bAEY5@itF@aܔ@F@#Xg@%QBrO@%=|P@%k +e]@%>&~@ŠE U6doT@IJGAWHT@ AmF? @Y@F@5 h@6Y~@6u@6@7ٹY+@?9$pE+P2x @s.AGr@"Q9:F?;%o@Y@F@68|@7n7q +@7/*Gg@7V$@7_GP@hEzb/@L$oA"L@8fDkF@@F@*.Mw@* @*@*@*zw??.VEUJGj@K uiAw@B eYF?@F@.8@.'~@/Y1:@-b6z e@--]@!ӅE2o@?5.AWt{%@ w9T?DUG@Y@F@5ojӧN@6M[ @6;1@6kڙ@6i@?#VuE+P2x @s.AGr@"Q9:F?;%o@Y@F@68|@7n7q +@7/*Gg@7V$@7_GP@?qE*ޚVi@3_AGf5N@"U8F?f3]@Y@F@6^O"@7eS dV@7&Nֻ@7? @73{]@̿wwo NE&@7ŴAю}L@61F@@F@*Dei@*6@*Dur@*4jd"9@*5+@ͬE @kj$?,A"<@\}|T?Tw[@F@++Nu@.@.$@/ G@/7@fffffg?'XF"\@ΪA/2@ Av0@'_QT@ 333333?ΌEF&:j3@Ȇ4}ApO@ F@ 333333@F@&0ks@' (X@'X7@'{@'ͻl@ =OQpE|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT@?F + ߕ`@tAߍhL@~:!8yF@@F@#B&@%_:*Oo@%8N@%~@%+HQ?׮zGFBFXT@̿5sE1@G6A>@8VF@Om]@F@$PC#@%4>8@$k@%DZi@%n3F@p +=q? .EXÖXp@ı|WzAK&L@"P9F@p +=q@F@(@)Hk-@)1C@)RSP@)h?̿7EjsK"@3fAwU@@47[,F?pqh@F@+&u@+T`ˠ@+q$M@+0${,@+_??F%ȇxE4zb@HAЀi@4F?@F@+~b@+҂(@+_kL@+MCS1@*%S@?EQ8EItn@ˀAaxj@+aF@3@F@$L:@%1k@%1!R@%ܯЍ?t@&$=?\(?:Ew0cB* {@3]A/f"@۽̼F?\(@F@03܂g@0!m@@0D@/h+@.6}s;@?r9`F9h@L!DA@ )m?Ek-j@+\{JA@KF@ZM]@F@39@1\w@2Ōy*@0IuL@/%ρ@?CLE"Jp@Q#A ɉ@6_9(oF@@F@*Srr @*XMh@*@*!@*wy^X?J]궀EgDv{@|pڨA:]K@uYuWaF?@F@/$b"@.2GK>@0_F@.j C@-5@ 333333GkE8@Ȫ9j'AgJܹ@1eF@ 333333@F@&yL@'* q@'mcj[+@'g@'e@?]54Ec[[c@ÇLAN/"NR@/fF@@F@)z@)J@)? T@) I^i9@)pqϏ?T+rԀEkб`ֲ@}AyE@'vF?@F@1 (iS@0̥ve@1~Y@0]Dcn@/ՙ ;m??bx-EkCYd@̀AAw=@'0TF?@F@1Xl@0J0@1~@0]9@/{@*ٕ{Eӈ_$"@D2=Ay5Q@5F@@F@'' @(a@(ntvg/@(@(oՇ;?p +=p[`ڭFXT@0?eSE$W@ت=AXlԥ,7@ 5FF?0#̎@Y@F@5rMVQ@6l9@6s_k@6ϣy@6F2?p +=p9=:ļFXT@?fEzb/@L$oA"L@8fDkF@@F@*.Mw@* @*@*@*zw@ + +=p?TEϖiSn@CAZLΜA#SSt@F@ + +=p@F@&n6+@'$˿S5@&\@'8k&@'j/@O4z4E%2˅@k4xDA9FB8@ F@ +O*~Z@F@'3z3@(c@(G ˀ@(o4Y@(Y@?YhEA~@ +`AWB\1@ /!ǩF?@x@F@4ɺ@5@5".@6 %-`@6Tv@fffffg?q]CErY@} kkA@8Rߚ',F@ @jU@F@'[@(rq@(k{i @(@ec@(Ĺ+@-E…@aAoڪU@bT?m3 A@F@-.G@0]B@/@0-*<1@0r E@?ŕe EAgz@} AW`<@ Q9nF?A!6@F@4pX@5h|@5+k@6 f@6Ta@rǠ xEzb/@L$oA"L@8fDkF@@F@*.Mw@* @*@*@*zw?? :EKR={@rAm@ _uF?@F@4FUPj@2&㡔:@3@2u6FJ@1\D ,@ P#xE$]U^@؀} *AYlv|@ К 9RF?_Ft@Y@F@5y^.@6Yz[L@6k;?@6𧻓o@6ߪt@?m|EA~@ +`AWB\1@ /!ǩF?@x@F@4ɺ@5@5".@6 %-`@6Tv@ 333333?Ί<EF&:j3@Ȇ4}ApO@ F@ 333333@F@&0ks@' (X@'X7@'{@'ͻl@QMF6 +F@;}AE=@ hQ F@27@F@#\@6@$V@$^0)G@$F @$0@?C;4Eo2z@Sq?iAԵ\2@1cnTF@@F@(:4ԙ@(49#@(΂T@(b>m@(׃-?߰~XE +ꍐ@X>UA+H)n@y2F?@F@929h@7ݳ p@8kc:Kp@6C]'\~@4p]@d&fFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@{E8Ĕ*@ÇLA8 ?Y@3MM[F@@F@)'u@)d@).@)d[@)>|?陙SrrERO:@h(0 +AIE@tBF?陙@F@4CM@2> /@@3Ev 1@1͢@1R ?zGz%8FXT??0EgDv{@|pڨA:]K@uYuWaF?@F@/$b"@.2GK>@0_F@.j C@-5?333333?VaE"e%x@c)AЬܖ +@B܅F?333333@F@+ _k(=@*ڛ@*̀_@*^G@*@?сLjE0 SNB@E:+2F@@F@$f@&gf)X@&/>w@&ɲM@&v?\(ÿ + +REw0cB* {@3]A/f"@۽̼F?\(@F@03܂g@0!m@@0D@/h+@.6}s;@?kC@O|Fr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey?zG|@9mFXT@ffffff?q4EEօp:4@{bAՀ&@/eTF@ffffff@F@'0V_x +@(d +<Bv@(9a_@(s{s@(?ͿH+xfE"p8OA@T(3A-"c@mNcuF?fO@F@7OR@5`XdX@6N@4ҠZ&@3G3p??ߡd_EUJGj@K uiAw@B eYF?@F@.8@.'~@/Y1:@-b6z e@--]@fffffg?!{5DF"\@zm A0ꠂ@ >˃NF@ ,8@F@!"6@"L@R@"X4A@"A= @# ?̿RE:ny"@CAMK@3BF?@F@+eP@+X\@+r.7@+53J@+,'@333334DށŎE,w@)1D At=3@&koF@n@F@) fH@)K@);:חo@)Sc@)e@?}E`.@^FA=Vtn@=XDF@w +=p@F@*Qy@*lr]z@*%@*x3@*vez@?)ጥ@E҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜@ +=p ?fEQ +@W}PAոD@CF@ +=p +@F@'~ك] @(BE@(^@(S9M@({.5@?L$PEkpM@ƨKA +&G@(${i@(۸b @(YW3@(JQhs@ ?{wxE`J=W @ȸ~{`A1@"=|F@ @F@&y Q@'mjlnR@'7hh@'%N5J@'X^=İ@zG?2*@Eܪ? @ǶLBA֌y e@aQeF@zG@F@'7[@( J@'WV~@(N2@(D^8??JFEibW@bjA°)@1$f}F?@F@,t+?-@+S/A@+"HN\p@+k?.Y@+:gZ8??-4QE:ny"@CAMK@3BF?@F@+eP@+X\@+r.7@+53J@+,'@6cJE"TŰ@؍[EAW֏Q]3@ :vsF?F]c@Y@F@5ʹtZ +@6@6_嶁@6C@7 @@fffffg?V6xF,ק@(- QA.@wlF@f]η@F@"l8P@$&==@#*/@$G !@$^ra}@LFE/,a@1vAYj~@ )yaHF? +D _@Y@F@5,P&@6Q3@6)__@6n@6 +nT?=p +=v0@'_QT?333334;ntkE֥!g@¦IA5 1@[5fF?333333@F@0CL@/hp1@0Ha&C@.|D@.i@?@F9h@L!DA@ )m@?MNE/}N @ż6uXA`v#y@=1)F@@F@(yck@) &@(.w@)z\@)9!׾X?Q@9mFXT@?(`Fr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey?ffffff?DpEFgPm@gAR{6@0R@F?ffffff@F@,T@,)蓄Z@,&h#|@+M#@+ @̿{E^t@Aцo@7zF@@F@*Fl@*8&z@*Fixs@*6R3@*7o?Q? ; +ExjTv@/2^~A(wM@7WC!F?Q@F@+"Z/@*vu@+f7@*X @*IrG1?QR@9mFXT@?+ݘF,ֻ@dUh;/A>׀/@"WF@db(@F@"YUz@$2O@$,X?@$k@$y42@U1E2@VQ8.WAW)>@ kCT?<+@Y@F@5ʑ@6KQ=@6I@6j23u0@6$??B8 +6pEgDv{@|pڨA:]K@uYuWaF?@F@/$b"@.2GK>@0_F@.j C@-5@6?"™S9E@ m=AWbK@@!lawF?I{t@Y@F@5́hj@6O@6$t@6jC@7"‘y,@?A!cF9h@L!DA@ )m@ąbFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey??A dEMɮt@ˍt*Ak/@B[LF?@F@..W@.(3 Ӓ^@/ @@-@@-Y?fffffgćBRFXT@Q?ܜ|Ep@Ů]oRAZ +s@se%F@Q@F@(d~ު@(nʲ@(ǹl;@(-@)1?fffffg?ïuDED<'s@zȃ`A q5tj@F?ffffff@F@5}ɰ>i@3;qo)@4tΥ'@2'P @1LM{@?; E/9& +@[Z@AG5@;mfF@@F@*x @*s@*gW΁@*4/@*~wcT?BOEkб`ֲ@}AyE@'vF?@F@1 (iS@0̥ve@1~Y@0]Dcn@/ՙ ;m?333334dcE5c5@ hi A[ɺ@L4:F?65@F@6g @45 +v@5m@3pN@2`.w@ ?TSE$@ɻ={A#;@1VF@ @F@%Eij@&\rb@&L$DY@&p4#@&?zG{@9mFXT@?L,2\F9h@L!DA@ )m?̿`QEvl!<|@CoyAIJ/0@44"ŹF?@F@+Y$9@+Yj@+@+6+ @+&]@333333v EG@ā94AuC@'LMdF@333333@F@) <ڲ@)^߮=@)J¶cM@)hM�@)}m@(׃-@p +=q?-Ld EXÖXp@ı|WzAK&L@"P9F@p +=q@F@(@)Hk-@)1C@)RSP@)h?Ϳw9FXT?ͿArFXT?=p +>@9mFXT@eB(Fr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@#Y'E(2(&K@H7IhAXJA@ :F?4X @Y@F@5`UK@6s.|@6[~ {@&SD4@&[ %@&g0@&] ?? K_,EibW@bjA°)@1$f}F?@F@,t+?-@+S/A@+"HN\p@+k?.Y@+:gZ8@N2EK@ܑAճ;9@dvF@\6q@F@(x,@(2hu@(%H,@(t_@)qz@ڇ)E0|{ܫ@bVAYmB@ ш@ KF?=!@Y@F@5"ŷx|@6KH"@6"T@6iT@6h#@fffffg?o F*1 ~@RZAcz @ FF@&)Ie@F@vG 0@!2[@ k0@!AYg@!CXe@fffffg?>yMӢF,ק@(- QA.@wlF@f]η@F@"l8P@$&==@#*/@$G !@$^ra}@?Ð$Ezb/@L$oA"L@8fDkF@@F@*.Mw@* @*@*@*zw@?yULE҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜?Q?x`EF^R@z꩝AK#҆@(Q +F?Q@F@,yX@,LAC@,R@,U3@+n/??0EMɮt@ˍt*Ak/@B[LF?@F@..W@.(3 Ӓ^@/ @@-@@-Y@?FܘF + ߕ`@u;ojAߌy?|@F@E@F@#@%_5#1@%N9ʿ@%~`@%@yF9h@L!DA@ )m?=p +=?ʙtPE1wEg@JnAJ;@:RjF?=p +=@F@6ܚ@4za@5N1+@31b@2BV??cVE=n,@kA#e@y4ZF?ӂs|@F@6ءu@3PA@5 :J@29{@2 +QBf@? yE*ޚVi@3_AGf5N@"U8F?f3]@Y@F@6^O"@7eS dV@7&Nֻ@7? @73{]@?8PEA~@ +`AWB\1@ /!ǩF?@x@F@4ɺ@5@5".@6 %-`@6Tv@.ÁE҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜?ܷΐEgDv{@|pڨA:]K@uYuWaF?@F@/$b"@.2GK>@0_F@.j C@-5@?Ndo4EA~@ +`AWB\1@ /!ǩF?@x@F@4ɺ@5@5".@6 %-`@6Tv@?-E*ޚVi@3_AGf5N@"U8F?f3]@Y@F@6^O"@7eS dV@7&Nֻ@7? @73{]?QRYM3Dm=@|׉gQAn %@ !F?QR@F@:˱,@8kMO@9h}]@7FS.@576v@?fC!՘Ec[[c@ÇLAN/"NR@/fF@@F@)z@)J@)? T@) I^i9@)pqϏ@?aEA~@ +`AWB\1@ /!ǩF?@x@F@4ɺ@5@5".@6 %-`@6Tv@[P*CEqj@¡wWA՞@7ӯF@Qd@F@&!/E!@& ;Cm@&LF"@&шTm_A@&/^?zG6r)NFXT@ Ϳ EWĈ@ɤRYA#n@'GF@ @F@%>{@&SD4@&[ %@&g0@&] @333333? ,4FVA@d8|A,ӦYP@S@'PVl?p +=p@9mFXT?fffffg5{D^Ef\@;H;A%@ F?ffffff@F@8rvQ@6 /@7l6,@5@&/T@3^?zG?Կͬ`FXT?׮zGK`0KnFXT?Q?Rʕ0EF^R@z꩝AK#҆@(Q +F?Q@F@,yX@,LAC@,R@,U3@+n/?ᙙ])w&E/t遇@gA .@x!ġIF?ᛇ@F@7 R@4'SQf@6uޖ@3U1׳@2Y3#h@rTE<o3@u9:A[\[X@ PT? xF]@Y@F@4qiYl@5Do@58@6βO@6V)?GzH5)`FXT@?nlZFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey?333334m"FXT@JpE&V@ط嘿zAYqы@ WXF?rGE8@Y@F@5j@6|#8@6]:0@@6Q{@6rɽF??фT, E:_K@! A#d@(.=F?@F@-wȉ@-5R@-ǔM@,fZW@,=vR@? hfEH!((@9A՞ -@'Bdo8F@u6*^@F@'X},]@(/1ő@' +@(@]8@(lHl?=p +=}CEue@rAа9@4ߔNF?=p +=@F@+E]@*r@+'8@*`v@*@ ?ͷTE|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT?333334jE֥!g@¦IA5 1@[5fF?333333@F@0CL@/hp1@0Ha&C@.|D@.i@ ?;=E@\򩓻A5H@zaF@ @F@%ޢ]@'5~@&v@'G@'M$@ ?+-E{j]@@<qALp.@:#wF@F#п@F@%c@&A/ߟ@&OS@&R @&}=/DO?ٙ?4jэE\3@RA[nӒ@bF?ٙ@F@8a66%@5k @7a@4ciR@3LqD?\(?LpEw0cB* {@3]A/f"@۽̼F?\(@F@03܂g@0!m@@0D@/h+@.6}s;@ɶGE >˰@®\ ~A.C @BjF@FB@F@&=@&Ղ՟q@&@s@&^Z@&w4MW@ ?;EWĈ@ɤRYA#n@'GF@ @F@%>{@&SD4@&[ %@&g0@&] ?Ϳ [* +EqDq~@/R5AÝJEdi@TMPF?@F@1?8@0r64@1'z)S@0A@/^m蓼@fffffg?_PJHF,ק@cټ@#A`9@d@3?F@J1@F@"F^R @#X@#Ҫ @$ oU@$WwlE@?1DdpEkpM@ƨKA +Y(@))'g@)@=@?ϡFoEECw@tA)B@V^-.F@ѦPaA@F@#ɺt +@$q@$d0S#@$,+@$ɅhE?333333x~XE6 q@ SA+eٞ@hF?333333@F@0CnɤLQ@/h=[@0H Δ\@.@.m)N@ ͿCɌV`EWĈ@ɤRYA#n@'GF@ @F@%>{@&SD4@&[ %@&g0@&] ??k|* `E:ny"@CAMK@3BF?@F@+eP@+X\@+r.7@+53J@+,'@GzHɲEBZSI@ֵAm[@1knHzF@GzH@F@)I0@@*ȅ<@* Qi@*0.ա@* Lؗ@Eՙ˳E{_@q AR>k^@JWT?At>=@F@)Ÿ7W@,9@+nֺ5@,5 +N@-\))EI@ +ffffff?#4^E٢@ɮ1CAH7w@?pF@ +ffffff@F@&8`K@'Qc@'\ 4@' n@'E?{y@ ?6tEN@ɣD*A'Q^@'~zF@ @F@%>v3@&RC&@&QV@&fh_@&@aFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@?{E3Al@ΕڪvAV S @!- F?HjܱF@Y@F@5 @6`25V@6,߸@6pr@6q+H +?Q8LFXT@5GRPF'?(@؋,B!5A?4_F@ZR@F@'{Qq@"O@%k@!l)@=º`@ ?KRʿEN@ɣD*A'Q^@'~zF@ @F@%>v3@&RC&@&QV@&fh_@&@?:g7u|EItn@ˀAaxj@*YcF@@F@$L p@%;+@%1@%ܯ_@& ?#FXT@ ?Ai,@E`J=W @ȸ~{`A1@"=|F@ @F@&y Q@'mjlnR@'7hh@'%N5J@'X^=İ@?Bv)hE҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜@ 333333?WaEF&:j3@Ȇ4}ApO@ F@ 333333@F@&0ks@' (X@'X7@'{@'ͻl@? g3-Ed{|@O)A +Fq@-mWF@+(f^@F@)-y@);@)@)O#@)sW>?ٙ?<&E\3@RA[nӒ@bF?ٙ@F@8a66%@5k @7a@4ciR@3LqD@ ?ވUE|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT?ffffff_W)E"FF@ +A&QG@.妬F? ; E@F@,ܒA@,!9z@,s%u@+QoC@+H@GzH?1qiEBZSI@ֵAm[@1knHzF@GzH@F@)I0@@*ȅ<@* Qi@*0.ա@* Lؗ??k%E"p8OA@wzA-"c@mMIhF?@F@7Ak@5`Ks@6ܺ@4ŕ G@3GǑP@333333?~AhF\ L@]@E>AAeT@x@ R`F@32iߗ@F@#ǛO@$~cpm@$FsN%@$3i@$#lzM???jq`E:_K@! A#d@(.=F?@F@-wȉ@-5R@-ǔM@,fZW@,=vR?Q?yjj`FXT@?h'gE+P2x @s.AGr@"Q9:F?;%o@Y@F@68|@7n7q +@7/*Gg@7V$@7_GP@zG|?q7EyUM@ł, A Q<@"_C'F@zG{@F@(o%d0@)ь#Nc@(?7@) vy@))PEKi?zG| FXT@? +ϥ0E >ג@x>hA: @FcF@e@@F@*\i=@*Moad[@*\~a"@*K=E@*L +ъ@?4"E+P2x @s.AGr@"Q9:F?;%o@Y@F@68|@7n7q +@7/*Gg@7V$@7_GP??Ǒ E'ue +@\A RiR@A4F?@F@7l ;>@5 +iZ@6jg?S@4f@ yH"{F@7Ȋ@F@#Gѵ@$r+2c@$Bp>;@$f@$Cs?׮zGlTFXT@ ?oA(E`J=W @ȸ~{`A1@"=|F@ @F@&y Q@'mjlnR@'7hh@'%N5J@'X^=İ??,[_LE`K*@A_{\Aoɂ@Un=F?@F@2 Ö@1gڞn@2H,`@0[n@0oNw@ +ffffff?3xNE٢@s>A׳̙@wF@ N!Bo@F@&(@'uGF@'Q]m@'@'ќN@Ϳ@68vW@6_@6U_Ȥh@6lH@?pFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@ ?1L`@EK2 @ƥ9uA%l@.gUF@ @F@&g{a&@'u7@&m=:@'*g{@'Mw|@ KKqtE҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜@333333?vR`E宮؋@Ă@m2A ~@(X)F@333333@F@)rl~@)`X"e@)L)@)j j@)~y?Gz@9mFXT?zG|?ʇI"T`FXT@?Zu_VEi8 G@A#rT@55NF@@F@*imm@*v[@*3- @*BS @*v9Q?AE5R@'dAW@( + P5F?@F@-Қn@-08]q@-Ⱦ@,d"@,>7^6?QRC 4Dm=@|׉gQAn %@ !F?QR@F@:˱,@8kMO@9h}]@7FS.@576v@?1F9h@L!DA@ )m@ 333333IXEy2SX@wkAذ^@BF@ 333333@F@&:@'@ ZE@'O@@'DG@'zK?Q~AFXT??}G} E'ue +@\A RiR@A4F?@F@7l ;>@5 +iZ@6jg?S@4,u&@ŠF?333333@F@0D'D@/iGo@0H@. {4Q@.p@GzHy8jL."EBZSI@ֵAm[@1knHzF@GzH@F@)I0@@*ȅ<@* Qi@*0.ա@* Lؗ?QRSDm=@|׉gQAn %@ !F?QR@F@:˱,@8kMO@9h}]@7FS.@576v@Ϳ%XozEQ@!=Aȡt@:ԻF@o@F@'S@'5Qk@'HgLW@'0}@',P|!?333333?O,E6 q@ SA+eٞ@hF?333333@F@0CnɤLQ@/h=[@0H Δ\@.@.m)N@ {EE`J=W @ȸ~{`A1@"=|F@ @F@&y Q@'mjlnR@'7hh@'%N5J@'X^=İ?\yRE'ud@[z6PA ,@AUF?B/Oy@F@7lE:@5 Fo@6jT@4=5=K(@2ɂ??@4'eE=n,@EY"A#e@gF?@F@6\9@3Ѥʧ@5 -XŽ@2Es@2 + y6@333333wT?FbXIP@6nA7@ *F@$2M@F@!=@tH@".7&@"7O@"8A@@"Lb/O@?VD@)[EA3@&m*|AW xa@ JaNT?V. @F@48~@5qՅ@5n`hg@6t,K&@6U]>?333333?';zE6 q@ SA+eٞ@hF?333333@F@0CnɤLQ@/h=[@0H Δ\@.@.m)N@Q(EAp@vM.A,=[@3IeF@Q@F@)F @)N @)=m @)s@)cx@?jgVEzb/@L$oA"L@8fDkF@@F@*.Mw@* @*@*@*zw@̜E_%7@aAvv!@_F@:@F@&KS@'"CP@'ma@')>Rk@'8G?WTE3 @EÈ(A{x0@(gbF?@F@,1O@,mA[9@,9Z@,! @+!>!?zG?}{Q7 ELᠶ@X1YF(AX;A@)uYF?zG@F@-e[@-6,g@-PG9(@,AK.@,V~b@Ϳ/`EfK@N AшWn@@7g,F@@F@*Ec:@*8!@*F +͙ë@*6@*7TB?333333fr`E6 q@ SA+eٞ@hF?333333@F@0CnɤLQ@/h=[@0H Δ\@.@.m)N@333333?ZfME;1&@̹MrAٖ!@kF@7+j@F@%lq_2@&:2;k@&|H +'@&LKR@'!f?QR9@Dm=@|׉gQAn %@ !F?QR@F@:˱,@8kMO@9h}]@7FS.@576v?Gz@9mFXT@?[sx`E)7z@}$AZEuG@ yYtF?꒷@Y@F@5LM {@6dR"ʃA@6BQG]@6n @6W?fffffg |FXT@zG|?WGEyUM@ł, A Q<@"_C'F@zG{@F@(o%d0@)ь#Nc@(?7@) vy@))PEKi@333333"zw@F5l@ZALr̍@ 4;w6F@pӶ@F@#h2@#ph@#z#@#Cl@#W[R@?JE҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜?fffffg !zXEf\@;H;A%@ F?ffffff@F@8rvQ@6 /@7l6,@5@&/T@3^?ffffffiE+G@OpυAVԌ@-gF?cb@F@,̒h@, 81J@,-d@+?z@+V*@?n;NkF#vy@2ֶ~`A:p=;@ ݒpլF@%|H@F@ oP2@!pUfO@!4<@! @!ϓo@?G{EK} @4fy͊A]n@ m\fT?x^ @F@4֤@5x:@5-ZvO1@5Ef~yJ@5dϞ?p +=p 7FXT@Qϊ(Ep@Ů]oRAZ +s@se%F@Q@F@(d~ު@(nʲ@(ǹl;@(-@)1@ 333333?ԌW EF&:j3@Ȇ4}ApO@ F@ 333333@F@&0ks@' (X@'X7@'{@'ͻl@בEK@1@.-$@-[B@,ָ̌_?Gz@9mFXT?zG? u +FXT@? +DYYEzK@.7Aʃ@>۩`F@@F@)|7@)dEo@)+K@@)Cpܱ @*>6`@?mJ䠴E >ג@x>hA:t5@F%cF@@F@*\)b@*MuB)@*\qߗ@*K @*Lv8??f|@E9F@ȵAvI}@\>WJF?(& @F@/)ӌB@.Ձj4@/ث7ƨ@. .\}@-h{&V@@T%{0Fr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey?fffffg?_@_tED4Й,@% [Aá @zF?ffffff@F@5}P@3<@4ueLh@2VM@1L5@?ؒʠE8Ĕ*@ÇLA8 ?Y@3MM[F@@F@)'u@)d@).@)d[@)>|@yEAd.A@X A\o ~@ T?k΅3@F@3:@5 h@4H?)@5/{Ձ-2@5wto|?陙F@ER\5vX@h(0 +AIeK@t˄OF?陙@F@4I@2> @3E|Ȉ@1Vٕ@1v׫@ 333333? ++J +E8@Ȫ9j'AgJܹ@1eF@ 333333@F@&yL@'* q@'mcj[+@'g@'e?Q1ܴEeXDl,@A$^@AjvF?@F@.<@.&T9ۃ@/E$@-44@- ٢q?QJ_קFXT@c:E҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜?TE'ud@Z.A *^Z@@cDdF?s@F@7lGۛ@5 HZ@6j/@4=7n@2Qv@LQEg@PuAo@'FF@ +t57&@F@'@'[jk@'@b@'֑O@( .LF?$@F@/4R@.+AAeT@x@ R`F@32iߗ@F@#ǛO@$~cpm@$FsN%@$3i@$#lzM??xܹDE +ꍐ@X>UA+H)n@y2F?@F@929h@7ݳ p@8kc:Kp@6C]'\~@4p]?zGlFXT@fffffg?exEք#k@ܝHAՀ,N~@{7F@ffffff@F@'9%T@(daM@(9@;hQ@(sǖV)@(m@ +=p VjEQ +@W}PAոD@CF@ +=p +@F@'~ك] @(BE@(^@(S9M@({.5?p +=p@9mFXT?:_'E4zb@HAЀi@4F?@F@+~b@+҂(@+_kL@+MCS1@*%S?333333NE(@-&{Ag'5@ tKF?f01#@F@0IGg@/i˜@0K K5@.&@.̫q@@.̟E*ޚVi@3_AGf5N@"U8F?f3]@Y@F@6^O"@7eS dV@7&Nֻ@7? @73{]@?Ká`E4#D@߼8&AU4\@!H D0F?%[[@Y@F@5"Si@6iEܕ@64e>urZ@6V@6¼@A`E2oP@?A<6-@)(TxLF@@F@((@)Dc*k@),@)NmW@)fx* ?333334 JE_la@IlA c\@'!"F?333333@F@86ݞ@6%@7WW@5eD@4'K@?*e$E/}N @ż6uXA`v#y@=1)F@@F@(yck@) &@(.w@)z\@)9!׾X?333334?a/E_la@IlA c\@'!"F?333333@F@86ݞ@6%@7WW@5eD@4'K@) RFP"H^@|ALDXY.3@ v%F@׵(kY@F@"-@#=k3@"ߎ@#Np@#{iVT?ٙd0:E\3@RA[nӒ@bF?ٙ@F@8a66%@5k @7a@4ciR@3LqD@?M_EA~@ +`AWB\1@ /!ǩF?@x@F@4ɺ@5@5".@6 %-`@6Tv@ 333333?!E`v{@0XAh#ʻJ@{.F@V@F@&;EJO@'G G@'o\|@'W)Kio)@'~}a@?x@EhG-"@ l ABq@/3.F@+@F@)$ @)V95@)| @)C@)StP@?UA+H)n@y2F?@F@929h@7ݳ p@8kc:Kp@6C]'\~@4p]?333333,EJP@i44Ab2@3UCF@ g@F@+ lQ^@*scr@+@*Qw1@*u!@?=-43fEo2z@Sq?iAԵ\2@1cnTF@@F@(:4ԙ@(49#@(΂T@(b>m@(׃-@?1Ec[[c@ÇLAN/"NR@/fF@@F@)z@)J@)? T@) I^i9@)pqϏ@ c8FEK2 @ƥ9uA%l@.gUF@ @F@&g{a&@'u7@&m=:@'*g{@'Mw|@ 333333zܟE8@Ȫ9j'AgJܹ@1eF@ 333333@F@&yL@'* q@'mcj[+@'g@'e@̿?_Eۯ@qAF@DeF@]=ȸk@F@$5ΏGI@% Ё@$+A@%.҄@%Xz,*x? =E +@ >%rAղU0C@>,F@ +,CoX@F@.m1I@-5Z`@.ՃF@,A@+6_@ +ffffffEl E,%c@zSAٛPd@lQ'F@n@F@%?I@&T@&7@&_DY@&v?$iEKR={@rAm@ _uF?@F@4FUPj@2&㡔:@3@2u6FJ@1\D ,@fffffg?М͸ErY@#TAp@9zF@xW*@F@'҂K@(݁W@(xC>@({!1@(RcA?GdEkб`ֲ@}AyE@'vF?@F@1 (iS@0̥ve@1~Y@0]Dcn@/ՙ ;m@ uRDA=Ea@OA]־6@ c[)T?wFz@F@3@Q@5}?-a.@41@5;kų@5%`?fffffg?;zGTEG|@/R A̶+pgp@4V~nF?ffffff@F@.3O @-ȩorL@.ynd@-R@,*d@?]fREc[[c@ÇLAN/"NR@/fF@@F@)z@)J@)? T@) I^i9@)pqϏ??˳V{dEgDv{@|pڨA:]K@uYuWaF?@F@/$b"@.2GK>@0_F@.j C@-5??g E:ny"@CAMK@3BF?@F@+eP@+X\@+r.7@+53J@+,'@?hᯕF@?;-x@F@)-6%@)|GM@)i#$@):@)ono?陙-+:`tER=@S_`AA<@roF?損]c@F@4cJ<@2Aǖp@3Jw@1q@1 VQ?GzH?GEtPwI y@xmKAb#, @ѫOF?GzH@F@1[c@0Ht')r@0 K@/YI@/m;@zEm&~?̿ڇA!E:ny"@CAMK@3BF?@F@+eP@+X\@+r.7@+53J@+,'??B:iE3 @EÈ(A{x0@(gbF?@F@,1O@,mA[9@,9Z@,! @+!>!??|iԖE4zb@HAЀi@4F?@F@+~b@+҂(@+_kL@+MCS1@*%S@ffffff?_&Ͱ8Eh,o@߷JAlo@͕UF@ffffff@F@']{@(g׳@(==r@(w@yM@(Qt@̿jR}F m M@碐Ao6@ ~ !/5F@o\-@F@"?]@#~Ky@#DfEm@#Gt@#4J|z@?;Oo\Ec[[c@ÇLAN/"NR@/fF@@F@)z@)J@)? T@) I^i9@)pqϏ?zG|?u/FXT@?e(zLEW@ +90ҙA*f@3zv3F@@F@'6S@(h@'}u@(#W@(O??EхrE`384@A~ KA8E@UO@F?@F@2o@1g@2Hd@0@{zW@0o5}??7')E%(ō@DiRARRrlM@2GNF?@F@+Ub9@+V}t@+g@+3;Y{@+ 8K|P?Ў5ME3 @EÈ(A{x0@(gbF?@F@,1O@,mA[9@,9Z@,! @+!>!??UFEkб`ֲ@}AyE@'vF?@F@1 (iS@0̥ve@1~Y@0]Dcn@/ՙ ;m@?E6 q@ SA+eٞ@hF?333333@F@0CnɤLQ@/h=[@0H Δ\@.@.m)N@?eEv@7A0 w@ U`aF@쿱[@F@#|S@$ ؄@$rTS@$u/@$ة0Ge??OѼE]"M@:A! @0'ɜF?@F@, Y@+wO@+c@+h/9^@+7z@\(?`XE\ ׹e@Sm`A!Sz!Sh@2&F@\(@F@)I@)3|\@)ģ@)^ﺟ@)p d??K:EibW@bjA°)@1$f}F?@F@,t+?-@+S/A@+"HN\p@+k?.Y@+:gZ8?ͿlxEqDq~@/R5AÝJEdi@TMPF?@F@1?8@0r64@1'z)S@0A@/^m蓼@̿nX:XE&@7ŴAю}L@61F@@F@*Dei@*6@*Dur@*4jd"9@*5+@? +@ *9UE|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT@ ?*"p$E`J=W @ȸ~{`A1@"=|F@ @F@&y Q@'mjlnR@'7hh@'%N5J@'X^=İ?se ]EibW@bjA°)@1$f}F?@F@,t+?-@+S/A@+"HN\p@+k?.Y@+:gZ8?=p +=1-qEue@rAа9@4ߔNF?=p +=@F@+E]@*r@+'8@*`v@*?\(\@9mFXT@?{!%OEA~@ +`AWB\1@ /!ǩF?@x@F@4ɺ@5@5".@6 %-`@6Tv?ٙ^E\3@RA[nӒ@bF?ٙ@F@8a66%@5k @7a@4ciR@3LqD??ֿy%E`K*@A_{\Aoɂ@Un=F?@F@2 Ö@1gڞn@2H,`@0[n@0oNw?ңG2E3 @EÈ(A{x0@(gbF?@F@,1O@,mA[9@,9Z@,! @+!>!?(]E Dm@,F*A|T[i@8n7F@ "6@F@-y@,CP@-"Σ@+5F@+<3~?=p +=%8FXT?zG? +xFXT?333333'{E6 q@ SA+eٞ@hF?333333@F@0CnɤLQ@/h=[@0H Δ\@.@.m)N?333334;SRZE5-j@֘? 2AW +@nF?333333@F@6Mbk@44ZIЈ@5R'X@3pT\@2`5@?ֶ[ EI +@#9UAZZV@E= F@YP@F@$uR݉@%/+@%hԘE&@%/;'@%#D?QR?6NDm=@|׉gQAn %@ !F?QR@F@:˱,@8kMO@9h}]@7FS.@576v??RTKEMɮt@ˍt*Ak/@B[LF?@F@..W@.(3 Ӓ^@/ @@-@@-Y@ QE҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜?zEgDv{@|pڨA:]K@uYuWaF?@F@/$b"@.2GK>@0_F@.j C@-5@}\UVEԞô@( +An@4i&F@ H]_V@F@'3v@(E2cT@58Aev@+uD0F? +=p@F@/<]4 @/j +@/rG@/SH?C@/;X@333333?R7EG@ā94AuC@'LMdF@333333@F@) <ڲ@)^߮=@)J¶cM@)hM�@)}9s@F@'H4B@'2@'‘2yG@'m@']@GzH?(y EBZSI@ֵAm[@1knHzF@GzH@F@)I0@@*ȅ<@* Qi@*0.ա@* Lؗ@B QE]>@I#gA @A@ T?1eәo@F@)纽:@,I@,m+@,W@-}l@?کx6hE2oP@?A<6-@)(TxLF@@F@((@)Dc*k@),@)NmW@)fx* ?zG?FZELᠶ@X1YF(AX;A@)uYF?zG@F@-e[@-6,g@-PG9(@,AK.@,V~b@p +=q?.akLEXÖXp@ı|WzAK&L@"P9F@p +=q@F@(@)Hk-@)1C@)RSP@)h?333334lʛjE5~1@ǫmA +]2@]? F?5V@F@6`@44,8@53@3pyf_@2`'*@RE/S&@@ 1AA[ZRM8@ hMtF?np@Y@F@5 :9 @6?[Ͼ@68 Y@6\ReP@6dģE@fffffg? i9xF"\@8)A󍍤C@ >3F@!jb0w@F@ X(͗@"&@!ټ@".@"gF@V"N/E:tn@> +GMA8|o2@DcF@ +M\P@F@&+M@';q@'5@'kUy@'@dr?9ڽEn~I@EA-#@1HaF?@F@, B('@+G@+n@+k/Wb@+9}Lq?FQHEkб`ֲ@}AyE@'vF?@F@1 (iS@0̥ve@1~Y@0]Dcn@/ՙ ;m?̿fEad@(dAЍ"@5rDF?[pi@F@+@+ScGuc@+uo@+.@+ZF+A@zG|௰`EyUM@ł, A Q<@"_C'F@zG{@F@(o%d0@)ь#Nc@(?7@) vy@))PEKi@?鯈}WFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@ffffffͅ)Eօp:4@{bAՀ&@/eTF@ffffff@F@'0V_x +@(d +<Bv@(9a_@(s{s@(?ͿV#4E`OL0@A"Z YA!tp@U6 F?L{@F@2z@1gvl@2H> @0=@0o,CW@ꅝgȊE@緮[AM泑@LKcT?K]d@F@)[@+R@@+,b@, +M@,;@?fffffg?2/Ef\@;H;A%@ F?ffffff@F@8rvQ@6 /@7l6,@5@&/T@3^?U +EKR={@rAm@ _uF?@F@4FUPj@2&㡔:@3@2u6FJ@1\D ,??E٠E:_K@! A#d@(.=F?@F@-wȉ@-5R@-ǔM@,fZW@,=vR@ +ffffffXutREx&@O{IQAe +@G-/F@ ,@Ъ@F@&2Ϫ@&}G@& @'rD[By@'<`KA?333334H#;3E5@ӰcAu@8—F?6.n@F@6 W@45Q @5v-@3p1/u@2`'@?M0EA\@g8AW0{"@ 12F?@[@F@4w@5d~@5#@6 Ǣg@6T4]??rEPt@#A̾@4;j F?n}Vl@F@/ë$K@.*AuS@/)'@-Iw@-T?@ͿgpF m M@+@A.@ UQF@$tr@F@"I,@"V@"hm~R@"[#@"tP@f1(E2oP@?A<6-@)(TxLF@@F@((@)Dc*k@),@)NmW@)fx* ???QRٲQ;HDm=@|׉gQAn %@ !F?QR@F@:˱,@8kMO@9h}]@7FS.@576v@\(?ڝqE\ ׹e@Sm`A!Sz!Sh@2&F@\(@F@)I@)3|\@)ģ@)^ﺟ@)p d@?p)Fr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey?333334k/E_la@IlA c\@'!"F?333333@F@86ݞ@6%@7WW@5eD@4'K@?YqTF fޣ@`[?Az+@ #,=F@-f@F@"ȡ- @#GY:@#i*@#&U@$'0i@ȯEv;qg@d{`AB*@[T? ~@F@(C8 (a@+ @*i6)@+C=;@+ѳGy`?fffffgѸED;ʅ@aRkA +*o:@,?uF?ffffff@F@5},v?@3;뢆@4tЯ?@2;zg@1x?zGFXT@?)XEW@.vAy7@z9F@k΅3@F@'2} >@({Q@'b7ڣ@(<٨@(CeBD?ٙ @DE\3@r(͛ATSZ@2qF?T&@F@8M0@5TК(@79[}y@4p@3f>@"?A(EHT@#ANg@l7:T?nP@F@+M,\f@.i#}@-&a%u@.X@/6DH$?QR}>Dm=@|׉gQAn %@ !F?QR@F@:˱,@8kMO@9h}]@7FS.@576v??z7E`384@A~ KA8E@UO@F?@F@2o@1g@2Hd@0@{zW@0o5}?333334!OxE5C z@ǂ]As@X5F?333333@F@6v0@'_QT?rI(EYh@'dA @(F?@F@-7d@-M@-ȷDm!@,^Wv@,>@ 333333?(=yE8@Ȫ9j'AgJܹ@1eF@ 333333@F@&yL@'* q@'mcj[+@'g@'e?333334ݴEzE_la@IlA c\@'!"F?333333@F@86ݞ@6%@7WW@5eD@4'K?zG|(QFXT@?}lSPF9h@L!DA@ )m@?ՋF6 +F@;}AE=@ hQ F@27@F@#\@6@$V@$^0)G@$F @$0?̿*HE:ny"@CAMK@3BF?@F@+eP@+X\@+r.7@+53J@+,'@?x{2[(F9h@L!DA@ )m@?ğ0F fޣ@`[?Az+@ #,=F@-f@F@"ȡ- @#GY:@#i*@#&U@$'0i?\(@9mFXT@KAR9Ei8 G@A#rT@55NF@@F@*imm@*v[@*3- @*BS @*v9Q@̿Ų{VE俐@ȀAe.T^@= OF@ it@F@$#& a@$23@$ra07@$ޗxB@$$Ԝ?⬵rEgDv{@|pڨA:]K@uYuWaF?@F@/$b"@.2GK>@0_F@.j C@-5@?,g/wEzK@.7Aʃ@>۩`F@@F@)|7@)dEo@)+K@@)Cpܱ @*>6`@#&JFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@?5R)EkpM@ƜAh:=&@+[k2zF@)리@F@(P@(v +ea@(I?@(>3@((?Ϳ'jJGE=vfKC@b*YA)0@Rl +F?Г>@F@6rQ+@3 Z@5 0-@2t +@2 +t49??д+ ZhER2\@kt&A'@))(kF?6v@F@-Nh@-]@-r7@,HV@,@-@p +=q?/}EXÖXp@ı|WzAK&L@"P9F@p +=q@F@(@)Hk-@)1C@)RSP@)h@fffffgE֫g<@(]A՛ @8s@F@ffffff@F@'Ǚ]@(_m@(54i@(o_-@(%Z]@Q?-Ep@Ů]oRAZ +s@se%F@Q@F@(d~ު@(nʲ@(ǹl;@(-@)1?GzHlU`UoFXT?fffffg?u/TEf\@;H;A%@ F?ffffff@F@8rvQ@6 /@7l6,@5@&/T@3^?ٙăww E\3@RA[nӒ@bF?ٙ@F@8a66%@5k @7a@4ciR@3LqD??#)TE`384@A~ KA8E@UO@F?@F@2o@1g@2Hd@0@{zW@0o5}?333334_PE_la@IlA c\@'!"F?333333@F@86ݞ@6%@7WW@5eD@4'K@ffffff?|nὕEօp:4@{bAՀ&@/eTF@ffffff@F@'0V_x +@(d +<Bv@(9a_@(s{s@(?=p +=?|yEue@rAа9@4ߔNF?=p +=@F@+E]@*r@+'8@*`v@*@̿= F d @³RuA]A'd@ x/,F@"4"@F@"kzg@"GB0@"z{T&t@":Oi@"yӯ??cְE5R@'dAW@( + P5F?@F@-Қn@-08]q@-Ⱦ@,d"@,>7^6?333334 \AdEͧt@ )[A S8@2aJF? M:@F@07a@/SOFY@0q @.XB4)@-l@ ?D;8EWĈ@ɤRYA#n@'GF@ @F@%>{@&SD4@&[ %@&g0@&] ?8YE:_K@! A#d@(.=F?@F@-wȉ@-5R@-ǔM@,fZW@,=vR?皯GEKR={@rAm@ _uF?@F@4FUPj@2&㡔:@3@2u6FJ@1\D ,@=Ei8 G@A#rT@55NF@@F@*imm@*v[@*3- @*BS @*v9Q@?O~0E,O@O<wA՞}@ w$F@@F@(sK@( /@(z@(f$@(j8-k@? @F9h@L!DA@ )m@LМDE҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜?333333?^<0E6 q@ SA+eٞ@hF?333333@F@0CnɤLQ@/h=[@0H Δ\@.@.m)N@?ĻF9h@L!DA@ )m@zG|NNKpEyUM@ł, A Q<@"_C'F@zG{@F@(o%d0@)ь#Nc@(?7@) vy@))PEKi?̿ '8E`@@A_{\A+@U(5F?@F@20򙧒@1g@2Hˡs@0lPI@0o^:>?$YEk؄@JB +<%A +gܗI@GR~F@x|c'@F@-14@-k?q@."L@,?@+\ S@fffffg?`HwF,ק@(- QA.@wlF@f]η@F@"l8P@$&==@#*/@$G !@$^ra}@?]|(EA~@ +`AWB\1@ /!ǩF?@x@F@4ɺ@5@5".@6 %-`@6Tv?333334?ȯ,0E֥!g@¦IA5 1@[5fF?333333@F@0CL@/hp1@0Ha&C@.|D@.i@EF9h@L!DA@ )m@ 333333?@.EK s|@Eq;MA*K@F@7y @F@&[5,@'MeBF@'k2@']`ն@';:@Q|rh\VEAp@vM.A,=[@3IeF@Q@F@)F @)N @)=m @)s@)cx??DzE',@\A幄@A?1FbF?@F@7lC@5 7g@6j @4=(c@328@?%fIE2oP@?A<6-@)(TxLF@@F@((@)Dc*k@),@)NmW@)fx* ??E=n,@EY"A#e@F?@F@6`_@3Ѥ@5 -Yk@2r{@2 + @ +(7rE#tZ@Èy2nAgW8@ +2F@ {q@F@& 7 @&J4 ->@&?+_@&OxW@&[W qW@Td_EX{!@-A=>@WyF?p +@F@/@.Ww@/4,X@-.@-S1 ?񙙙tJEv:Ɗ@tAn/Q@ޡL`F??|@F@0yG:Y@0.UqG@0t9z@/Vj@._s}@A&=R5}E!c .X{Q@-.+AX@ n`{F?GG#@Y@F@5=a@6r;W@6sNw@6@6Pk@?8eEA~@ +`AWB\1@ /!ǩF?@x@F@4ɺ@5@5".@6 %-`@6Tv@fffffg?ҨϴE#Wu@v%|A?Iu @ 0:F@ffffff@F@'@(ohN@(E0ʂH@(O0%@(˂9V]?\(\@9mFXT?Ϳ}r3 EqDq~@/R5AÝJEdi@TMPF?@F@1?8@0r64@1'z)S@0A@/^m蓼??Y.4lE"p8OA@wzA-"c@mMIhF?@F@7Ak@5`Ks@6ܺ@4ŕ G@3GǑP@%'JҲE҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜@fffffg?YErY@1;YAFsm@:RXYOF@]s@F@';}?u5@(J@(|hB2:@(p@(#?\(?رQ8Ew0cB* {@3]A/f"@۽̼F?\(@F@03܂g@0!m@@0D@/h+@.6}s;@ hE|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT@ffffff?L"8Eօp:4@{bAՀ&@/eTF@ffffff@F@'0V_x +@(d +<Bv@(9a_@(s{s@(?Qѵ㕲FXT??TDE4zb@HAЀi@4F?@F@+~b@+҂(@+_kL@+MCS1@*%S?UE'ue +@\A RiR@A4F?@F@7l ;>@5 +iZ@6jg?S@4@5 +iZ@6jg?S@4&~@?$V8E+P2x @s.AGr@"Q9:F?;%o@Y@F@68|@7n7q +@7/*Gg@7V$@7_GP@ CսE|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT@?I*xF9h@L!DA@ )m?Ϳ I%VFXT?Q?>(6FXT@?&A@ )m@r;_@FP"H^@nA7z@ +>siF@"|@F@!;KI@"zr_@"QAt!@"E16@"R*g@zG?MEܪ? @ǶLBA֌y e@aQeF@zG@F@'7[@( J@'WV~@(N2@(D^8@zG=;lFEܪ? @ǶLBA֌y e@aQeF@zG@F@'7[@( J@'WV~@(N2@(D^8?333334?BE_la@IlA c\@'!"F?333333@F@86ݞ@6%@7WW@5eD@4'K@WtmE5~%I@ܫ ffAZHI.@ hGT?B@Y@F@4:@6@5I.K@6:zg@6{&n@5H6EUKWߤ@{IWA+O@ +Uw1F?CA0@F@2!r/@1I2A@24(O@1ghH\@1g ? +=p @9mFXT?fffffg&pEWU[@1SܱA̿wV@3ΊF?ffffff@F@.0&@-ƢN@.6iٓ@-Po7@,cTo??zf,E4zb@HAЀi@4F?@F@+~b@+҂(@+_kL@+MCS1@*%S?ffffffTFXT?a +En~I@EA-#@1HaF?@F@, B('@+G@+n@+k/Wb@+9}Lq@nE;@EA@]9AA{~@:F@iP@F@*@*yY@*#/@*ji@*[{ō@ Ϳ\ܱFXT@?-( E҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜?\b8EibW@bjA°)@1$f}F?@F@,t+?-@+S/A@+"HN\p@+k?.Y@+:gZ8?=p +=?;B$(Eue@rAа9@4ߔNF?=p +=@F@+E]@*r@+'8@*`v@*@p +=q?p EXÖXp@ı|WzAK&L@"P9F@p +=q@F@(@)Hk-@)1C@)RSP@)h?=p +=?1HEue@rAа9@4ߔNF?=p +=@F@+E]@*r@+'8@*`v@*? +=p@9mFXT?陙?iAERO:@h(0 +AIE@tBF?陙@F@4CM@2> /@@3Ev 1@1͢@1R ?333333?;Z?͌PE"e%x@cRBoAЭO@Bы(F?75@F@+ k&A@*[@*<_@*ah0@*ɖ @ +=p ?n hEQ +@W}PAոD@CF@ +=p +@F@'~ك] @(BE@(^@(S9M@({.5@?U6Em>)@g +lJAYY^ @#MF@@F@(kP@)>9@)&W@)Hjq@)`6ge?FXT@333333V-TBEG@ā94AuC@'LMdF@333333@F@) <ڲ@)^߮=@)J¶cM@)hM�@)}v0@'_QT?񙙙?}UߘEvZN@^A@ǷF?񙙙@F@0.@0/˛|@0ׂlPm@/0@.Z;@ 333333$V3FPE'W4@R5A\@,F@\l@F@&jۍ@'@p8@'Oj@'PHz@'u@K!E2oP@?A<6-@)(TxLF@@F@((@)Dc*k@),@)NmW@)fx* @GHvE҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜@333334pHdEŹvy@k-AҷI-,B0@>ͤGF@yOiʟ@F@), @)yHD@)f{@)k @)o57A@0 EAlR8@A]T@ mT?{{@F@4h)7ҋ@5Uǃ@5l@5Зr@6bY@YEG|z@0!AC{@@a7T? @F@*ƾ @,}K@,D@-$K_@-'Y@3333331ϊEG@ā94AuC@'LMdF@333333@F@) <ڲ@)^߮=@)J¶cM@)hM�@)}2F@@F@$f@&gf)X@&/>w@&ɲM@&v@ I GhEK2 @ƥ9uA%l@.gUF@ @F@&g{a&@'u7@&m=:@'*g{@'Mw|?ffffff2v7 FXT@ffffff?8)7YXEօp:4@{bAՀ&@/eTF@ffffff@F@'0V_x +@(d +<Bv@(9a_@(s{s@(?=p +=Y)8Eue@rAа9@4ߔNF?=p +=@F@+E]@*r@+'8@*`v@*@?,/.I_xF Z@FAow@ BNF@ ~c@F@"@1G@#Y@"30˄@#os@#7e4@cnn7B@Y@F@5}|@6.@6uXA3֠@6r'@6\@?>E+Ƴ@ͪ*!FAhQbd@X=͑F@qh@F@$mU~׷@&r)N@%̡"M@&2hLO@&vg1?zG|\H0FXT@?O90EC<@E_z0 +AGS@ 9]F@+X@F@(@(§@(@(<1@).(@AG@0Ef|`@^|AԲ3@-. 6@PF@䝾H@F@)""@)ňY5@)vI@)Wo@)DHU@?=OE+P2x @s.AGr@"Q9:F?;%o@Y@F@68|@7n7q +@7/*Gg@7V$@7_GP@?>?fXE҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜@"Fr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey?333334}sE_la@IlA c\@'!"F?333333@F@86ݞ@6%@7WW@5eD@4'K@Qx+EAp@vM.A,=[@3IeF@Q@F@)F @)N @)=m @)s@)cx?333334?o=(E֥!g@¦IA5 1@[5fF?333333@F@0CL@/hp1@0Ha&C@.|D@.i?=p +>@9mFXT?K8E3 @EÈ(A{x0@(gbF?@F@,1O@,mA[9@,9Z@,! @+!>!?=p +=?`E1wEg@JnAJ;@:RjF?=p +=@F@6ܚ@4za@5N1+@31b@2BV?zG|?Kς7^6@.gOlEkA5fK@CNAȆ@.IF@\F@F@)c߽@)6žԮ@)fտ@)l[@)MF@?IEW@ +90ҙA*f@3zv3F@@F@'6S@(h@'}u@(#W@(O?Qm[MFXT@fffffg?e~gErY@ @$A+[, M@: F@g6 @F@')P@(X@( +v@(<-@(ZYFX-@?2\ӰEA~@ +`AWB\1@ /!ǩF?@x@F@4ɺ@5@5".@6 %-`@6Tv@?R'uDEA~@ +`AWB\1@ /!ǩF?@x@F@4ɺ@5@5".@6 %-`@6Tv?̿sT8E`K*@A_{\Aoɂ@Un=F?@F@2 Ö@1gڞn@2H,`@0[n@0oNw@zG?۵?6 Eܪ? @ǶLBA֌y e@aQeF@zG@F@'7[@( J@'WV~@(N2@(D^8@QF?NFXT?333334D"E_la@IlA c\@'!"F?333333@F@86ݞ@6%@7WW@5eD@4'K?EibW@bjA°)@1$f}F?@F@,t+?-@+S/A@+"HN\p@+k?.Y@+:gZ8@ӅR\MTE8zO?@HzxWkAX9X;@ ۩^T?th@Y@F@4OV@6(C@5@6Gul@6)T?zG|?/FXT@zE o @|%A*@ݴDF@#?f@F@&DKp@'|@'{@bo@'h@'i@3;qo)@4tΥ'@2'P @1LM{@Q?AFEAp@vM.A,=[@3IeF@Q@F@)F @)N @)=m @)s@)cx@/Me4Ey @ ^;YkA@gTT?n.2@F@*`4L@-n`@-cW|@-B@.h,K?\(\@9mFXT?? +pEn~I@EA-#@1HaF?@F@, B('@+G@+n@+k/Wb@+9}Lq@ө0iF,sj@ů=q 6A탧C@ +Z:F@D@F@#"s@$9ro@$^@$EWi?@$`;@n=pFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@?jEI@v+Aw@;^|j,F@@F@*ev@* cfC@*&@*d3@*~QK&?F5zE +ꍐ@X>UA+H)n@y2F?@F@929h@7ݳ p@8kc:Kp@6C]'\~@4p]@;k!E%Lt`@ٙ?AWs@ (F?A!6@Y@F@5T@6ߕp@6z4@65&@6vXR@?2?tE8Ĕ*@ÇLA8 ?Y@3MM[F@@F@)'u@)d@).@)d[@)>|?Q? ExjTv@/2^~A(wM@7WC!F?Q@F@+"Z/@*vu@+f7@*X @*IrG1@?bE>1D@p{rQA֚@r"?F@ $=(@F@'*#@(qdQ#@(Rw)@(}σ"6@(#ݾ?fffffg-9R`Ef\@;H;A%@ F?ffffff@F@8rvQ@6 /@7l6,@5@&/T@3^?ffffff.˖0E1н~r@B{AԴ@- fF? @F@,v@,pa0@,1Yi@+9Jl@+Nɔ@Y&V\E6؍A@8KAZW`@ RYjT?3 V@Y@F@4CQ@6K|@50=@62ԼY@6ttLː@Ϳ'4EfK@N AшWn@@7g,F@@F@*Ec:@*8!@*F +͙ë@*6@*7TB@r~@E=73`@{KAZ,;@ ѠT?hƒ)@Y@F@4m@5!@5^@6>$Ť@6V}{@&SD4@&[ %@&g0@&] ?333334?\0 +)E5C z@ǂ]As@X5F?333333@F@6@6r@6wB@?B xFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@?܅ 'EA=>@ AW):@ 2H!F?@~@F@466@5N@5#cG3@6 6~@6T0@ 8K*E7_-I@SiAX6b@ ΄ؓT?@Y@F@41wz@6.6DD@5Q@6N*Dn@6J| ?Gz@9mFXT@ eLtE`J=W @ȸ~{`A1@"=|F@ @F@&y Q@'mjlnR@'7hh@'%N5J@'X^=İ?Q@9mFXT@↖?E4Kr@SEcAX + @ u냗T?3@Y@F@5@6>Q{@6 72 @6]7@6qA@?ЩH*xF9h@L!DA@ )m?GzH+"o~EtPwI y@xmKAb#, @ѫOF?GzH@F@1[c@0Ht')r@0 K@/YI@/m;@؝t +EԯQR@ KA͛0@J5}F@< @F@'MN@'_{~@'*^\*@'y{@'пj]@RE|@]ILXA9(Z@8mF@k'E&@F@*C/ZY@*\w]@* jk@*;gn@*ȭ?zG*]ELᠶ@X1YF(AX;A@)uYF?zG@F@-e[@-6,g@-PG9(@,AK.@,V~b@?E4$"qzo@߽FƏAU>m#@!HŘ#F?%i4/@Y@F@5"3@6iqL@64j:pF@6\Hi@6\@ ?E|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT@?[dFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@zG?HZZEܪ? @ǶLBA֌y e@aQeF@zG@F@'7[@( J@'WV~@(N2@(D^8??rR@E`384@A~ KA8E@UO@F?@F@2o@1g@2Hd@0@{zW@0o5}?? E%(ō@DiRARRrlM@2GNF?@F@+Ub9@+V}t@+g@+3;Y{@+ 8K|P@?A ݼE+P2x @s.AGr@"Q9:F?;%o@Y@F@68|@7n7q +@7/*Gg@7V$@7_GP? +=p @9mFXT?zG@9mFXT@ + +=p?5tL XEϖiSn@CAZLΜA#SSt@F@ + +=p@F@&n6+@'$˿S5@&\@'8k&@'j/@Q?nEAp@vM.A,=[@3IeF@Q@F@)F @)N @)=m @)s@)cx?ΟEbSk@ώ]AqY@IH/=F@RT`d@F@/.N@.BL^ą@/EN@- ]eq@,oYw@Mke2E*q b:@QQ͏AY ,|DDx@ YiUՂF?'(b@Y@F@5N/@6nk@6INJ2@6\{(@6ɮ0h?fffffgI+bEf\@;H;A%@ F?ffffff@F@8rvQ@6 /@7l6,@5@&/T@3^@?suE҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜@?̾nbEI@v+Aw@;^|j,F@@F@*ev@* cfC@*&@*d3@*~QK&?GzH?u8EtPwI y@xmKAb#, @ѫOF?GzH@F@1[c@0Ht')r@0 K@/YI@/m;@ ̿\pEQtB@X~A>t69t@$V}MKF@'LrZ@F@%@%{@%b ~ @%i,.@%b??|D E`K*@A_{\Aoɂ@Un=F?@F@2 Ö@1gڞn@2H,`@0[n@0oNw@333334?%+lE$-B@ĂzA8[#+@*0 L3F@333333@F@)'\b@)bRsf@)N@'0@)kvS@)tL?zG|?SQpE r@^D(XA h\Ӕ@cc~F?zG{@F@//e@.ܝE @/fıy_@..:j|^@-U5@333333?ϵF_%@F +AIbE-@ *RF@~Y!@F@#k@#N>4Q@#a@#@$ +6qX@?#E >ג@x8A;u@FɨF@kL+@F@*\"/0@*M^<@*\qk@*J+@*Kĭ?ЩlxEkF@E{EAR@*a2F?;N@F@-l @-49@-}? @,c4@,1?>\`E +ꍐ@X>UA+H)n@y2F?@F@929h@7ݳ p@8kc:Kp@6C]'\~@4p]@ͿhoE.@nA5N@*@hF@ t@F@*Q0@)J=@*6Z0@)Qk@)(@.拢EO}@:I Aڵі@z'WF@R?g@F@&HF\]@%Cu@&GH<@$+?@$T^>i@¾fvE4P@.5GAq`R@qT?o5I@F@)p4i<@,8Ǎ|@+H@,zZ @-q<@333334?doxڀE$-B@ĂzA8[#+@*0 L3F@333333@F@)'\b@)bRsf@)N@'0@)kvS@)tL?ᙙ4^E/6!@V#TA +qkd9@eY6F?=M@F@7 |@49!N@6@3dVZ@2h@ + +=p?Ca +EϖiSn@CAZLΜA#SSt@F@ + +=p@F@&n6+@'$˿S5@&\@'8k&@'j/@E,@Գ'eAYhd]@ /F?حU@Y@F@5@_@V@6d+NV@6=5Fvf@6S@6,??@E"p8OA@wzA-"c@mMIhF?@F@7Ak@5`Ks@6ܺ@4ŕ G@3GǑP@ +=p ?᲎,EQ +@W}PAոD@CF@ +=p +@F@'~ك] @(BE@(^@(S9M@({.5@M& +{E^@2QAcg4b/Qg@{$T? '/@F@2S?.@4e^h+@4(&@4ү@4"&?zG|BNFXT@?έeyFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey?񙙙?m'EvZN@^A@ǷF?񙙙@F@0.@0/˛|@0ׂlPm@/0@.Z;?>FXT@ffffffKgEօp:4@{bAՀ&@/eTF@ffffff@F@'0V_x +@(d +<Bv@(9a_@(s{s@(@?TY^?Fr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@?춦UDE+P2x @s.AGr@"Q9:F?;%o@Y@F@68|@7n7q +@7/*Gg@7V$@7_GP?fffffg?ΣS ED;ʅ@aRkA +*o:@,?uF?ffffff@F@5},v?@3;뢆@4tЯ?@2;zg@1x@yƗ0UEq@Y Ayu@@2rF@zm@F@)=\BW@)O[@).<[@)ts@),?Q?(EF^R@z꩝AK#҆@(Q +F?Q@F@,yX@,LAC@,R@,U3@+n/?333333? WpE6 q@ SA+eٞ@hF?333333@F@0CnɤLQ@/h=[@0H Δ\@.@.m)N@?[-E8Ĕ*@ÇLA8 ?Y@3MM[F@@F@)'u@)d@).@)d[@)>|?[~x|En~I@EA-#@1HaF?@F@, B('@+G@+n@+k/Wb@+9}Lq??b E`K*@A_{\Aoɂ@Un=F?@F@2 Ö@1gڞn@2H,`@0[n@0oNw?333334x@E5C z@ǂ]As@X5F?333333@F@67^6@ GHE|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT?=p +=?m Eue@rAа9@4ߔNF?=p +=@F@+E]@*r@+'8@*`v@*?kE:_K@! A#d@(.=F?@F@-wȉ@-5R@-ǔM@,fZW@,=vR?QR? @Dm=@|׉gQAn %@ !F?QR@F@:˱,@8kMO@9h}]@7FS.@576v?=p +>@9mFXT@zG|89{UXEyUM@ł, A Q<@"_C'F@zG{@F@(o%d0@)ь#Nc@(?7@) vy@))PEKi??"ōhEQU@CA@)qWF?@F@,.`@,oLH[@-.$@,# @+A@ ?_|EN@ɣD*A'Q^@'~zF@ @F@%>v3@&RC&@&QV@&fh_@&?׮zG?T(ԫpFXT?җɿ=@E:_K@! A#d@(.=F?@F@-wȉ@-5R@-ǔM@,fZW@,=vR?QqtEF^R@z꩝AK#҆@(Q +F?Q@F@,yX@,LAC@,R@,U3@+n/??ـ?En~I@EA-#@1HaF?@F@, B('@+G@+n@+k/Wb@+9}Lq?@9mFXT?\(@9mFXT@.JE%k)3w@m,AX;,7-@ cF?s@Y@F@5~0@6RR3@6uZ@6)8@6}3@.-[@-[BS@,̌@fffffg?F,ק@' A/G@r$F@g%P@F@"l0t@$&,t @#|6U@$G_-T @$J}t@sOE6S3@`A".@QF@U!@F@'` ݝ@'졁x@'ݲq@'H @'=@d7- +E[ @%^|ZAu/@nУF@]M@F@'=Nέ@(kBЭ@(Fʼn6N@(zG @(|| @?]=E/}N @ż6uXA`v#y@=1)F@@F@(yck@) &@(.w@)z\@)9!׾X?Q10FXT?񙙙?%ʋEvZN@^AοGu@1:2DF?@F@02dn@0/ @ w@0{ B@/Qa@.?T@ƦPFP"H^@FrAgoHF@ U +F@iPY@F@"J/@"i@"&|@"^@#$1!@@orFE*L@dA?ɜ6@T?f:@F@)h@,Ǧ̼@,)6F@-il@-;3@ +ffffff?3",E٢@ɮ1CAH7w@?pF@ +ffffff@F@&8`K@'Qc@'\ 4@' n@'E?{y?Ϳኖ`vEQ/@~">AiM^1@?V(^F@Kr@F@+ʤs@+P*@+"@+ A@*YHy?HED@kοdAx]c@7F?<@F@, S4N@+mPk @+nIx@+bm@+,ϛ@?Żw +@Ec[[c@ÇLAN/"NR@/fF@@F@)z@)J@)? T@) I^i9@)pqϏ@ 懲^E|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT@fffffg?+pWdF"\@ΨhAӺCj,@ A*FM_F@is@F@!'u2ġ@",@"_AW@"[O@#h, ??g^Ekб`ֲ@}AyE@'vF?@F@1 (iS@0̥ve@1~Y@0]Dcn@/ՙ ;m@ ?m@(׃-??țEKR={@rAm@ _uF?@F@4FUPj@2&㡔:@3@2u6FJ@1\D ,?\(?iEw0cB* {@3]A/f"@۽̼F?\(@F@03܂g@0!m@@0D@/h+@.6}s;@?q_Fr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@? ZFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@Q?LB]EAp@vM.A,=[@3IeF@Q@F@)F @)N @)=m @)s@)cx@?ߴ+s$F,ֻ@cټ@#A?7@VF@T@F@"F@$j@$,;%)@$רj@$S@ 333333giEhW<<@`4A69@N}lF@?rna@F@&X%-@'8/ّy@' A@'G@'m9?陙?%[ERO:@h(0 +AIE@tBF?陙@F@4CM@2> /@@3Ev 1@1͢@1R ?333334*3NE_la@IlA c\@'!"F?333333@F@86ݞ@6%@7WW@5eD@4'K?GzH?iv0@'_QT@333333?tFn@fA[~R@ `QqF@;n@F@#]N@#ɠ.~@#Fsm@#(S+@#6Wb@?6HE4$Y'V@߽fuzAU#2 @!H!F?%[BE@Y@F@5"(]@6i)m/@64m@6_X'%@!2F?푧\лo@Y@F@5Fn@61]e@6@6᳥@7x??mUEMɮt@ˍt*Ak/@B[LF?@F@..W@.(3 Ӓ^@/ @@-@@-Y@-}IE5No7@Dj88Ajm@/T?T@F@+; )@.,@-d@.BYI{@.ϐ8]!@?&d~DE&@7ŴAю}L@61F@@F@*Dei@*6@*Dur@*4jd"9@*5+@ +?Ef@toFAG`J5@$=5F@ +@F@&Ʉil@'J@'I|d@'1@(_0E@ssE҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜?333334?",v:E_la@IlA c\@'!"F?333333@F@86ݞ@6%@7WW@5eD@4'K@ŒԵFEi8 G@A#rT@55NF@@F@*imm@*v[@*3- @*BS @*v9Q@A'Em>)@g +lJAYY^ @#MF@@F@(kP@)>9@)&W@)Hjq@)`6ge@¦y+F*I@x f'B!4&g'?7%F@پ@F@'MZ@" +M@%L@!k܆@H @?qnF [o@DcA셫J@ 6UԖkF@g@F@",Mt`@#vm@#/jď@#qc@#@-@333333?WE宮؋@Ă@m2A ~@(X)F@333333@F@)rl~@)`X"e@)L)@)j j@)~y@Q$mj7pFXT@?hˈFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@ffffff?VCyEh,o@߷JAlo@͕UF@ffffff@F@']{@(g׳@(==r@(w@yM@(Qt@\(?ׅi=dE\ ׹e@Sm`A!Sz!Sh@2&F@\(@F@)I@)3|\@)ģ@)^ﺟ@)p d@333333/r=E5N!u@GYhAZ`x@@F@[ @F@)B>X@(J\@(X[@(/Ƶ@(Z4R@ ?h_)6E|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT?ڇA!EQU@CA@)qWF?@F@,.`@,oLH[@-.$@,# @+A?=p +=EgqtEue@rAа9@4ߔNF?=p +=@F@+E]@*r@+'8@*`v@*?zG|Rvg@FXT??զX2EQU@CA@)qWF?@F@,.`@,oLH[@-.$@,# @+A?333334tFZFXT@333334a,XE$-B@ĂzA8[#+@*0 L3F@333333@F@)'\b@)bRsf@)N@'0@)kvS@)tL@n͝"E2oP@?A<6-@)(TxLF@@F@((@)Dc*k@),@)NmW@)fx* @.%EkRQX@A0w@GʰFF?ܸQ@F@0( ~@0Ƹ@1 6( @0pZ@008~@ +ffffff?UVE٢@ɮ1CAH7w@?pF@ +ffffff@F@&8`K@'Qc@'\ 4@' n@'E?{y??lsEn~I@EA-#@1HaF?@F@, B('@+G@+n@+k/Wb@+9}Lq@m`YEzb/@L$oA"L@8fDkF@@F@*.Mw@* @*@*@*zw??zTE'ue +@\A RiR@A4F?@F@7l ;>@5 +iZ@6jg?S@42HEUSF@ԎmuA]]wT=@ l%HF?L8\@Y@F@5K_H@6(x\@6z +\F@6yJy@6ԗ9芬@?r3E+P2x @s.AGr@"Q9:F?;%o@Y@F@68|@7n7q +@7/*Gg@7V$@7_GP@333333?smFjpT@ĤO9AܚRb@ =F@@F@F@#f^@#Tț@#\r[@#˚̫@#uDm@?=YYepE#CO)a@ק8thAZTY=@ 2u\Y-F?k]@Y@F@5~s @6<.h@6kHA\@6v^@6ڵ\?#BEkб`ֲ@}AyE@'vF?@F@1 (iS@0̥ve@1~Y@0]Dcn@/ՙ ;m@ +fffffflᾐEVx}@Lq|3Ak6N+@]&F@VH@F@&s0@&ii8@&g@&tc@'(<`9??EHgE4zb@HAЀi@4F?@F@+~b@+҂(@+_kL@+MCS1@*%S?zG|"ZFXT?QI* EF^R@z꩝AK#҆@(Q +F?Q@F@,yX@,LAC@,R@,U3@+n/@?b_ +F{@űLAQgH@ B4H2F@Y%cg@F@#2ń@$/鈜_@$ @$;X@$V3}@?kWYERɿ@SbA۠m*.@:zF@@kz]@F@%;<@&@&?~@&N@& B?{+fE3 @EÈ(A{x0@(gbF?@F@,1O@,mA[9@,9Z@,! @+!>!@? ܻ ENZ@WϭEAn2"@گvwZF@ k@F@&@'0v4@'٩@'^3@' @?,EA~@ +`AWB\1@ /!ǩF?@x@F@4ɺ@5@5".@6 %-`@6Tv??[ +p<\EqDq~@/R5AÝJEdi@TMPF?@F@1?8@0r64@1'z)S@0A@/^m蓼@333334?=efE$-B@ĂzA8[#+@*0 L3F@333333@F@)'\b@)bRsf@)N@'0@)kvS@)tL@?F̖FV|@\=AᄕL@gBF@@F@#Mț{@%Q u@%0G@%j|c@%?333334ZIiFXT?zG|@9mFXT@333333?~SF(P=@KAa@ 4qN:F@2W?@F@ y0a@"W⺖@!#G@"uqW@"EeW@ 333333?Mx\EF&:j3@Ȇ4}ApO@ F@ 333333@F@&0ks@' (X@'X7@'{@'ͻl@333333?/U0E;1&@̤ XnAٽ V +@zsF@?t63@F@%j׀/@"WF@db(@F@"YUz@$2O@$,X?@$k@$y42@pUQpE1՞@ 7xlA\yKFV@ .oyT?l5@F@3L@5g@4!0{_@51(>ih@5y @?ѺPEo2z@Sq?iAԵ\2@1cnTF@@F@(:4ԙ@(49#@(΂T@(b>m@(׃-?=p +=$htE1wEg@JnAJ;@:RjF?=p +=@F@6ܚ@4za@5N1+@31b@2BV?zG|? N'E r@^D(XA h\Ӕ@cc~F?zG{@F@//e@.ܝE @/fıy_@..:j|^@-U5?Ϳ_BEqDq~@/R5AÝJEdi@TMPF?@F@1?8@0r64@1'z)S@0A@/^m蓼?陙?u- ERO:@h(0 +AIE@tBF?陙@F@4CM@2> /@@3Ev 1@1͢@1R @?K$Qv,E3F@&5^AU[`@!/YMF?^5?|@Y@F@5XOF@6`S2@6-fG@6-@6E8@Ȫ9j'AgJܹ@1eF@ 333333@F@&yL@'* q@'mcj[+@'g@'e?=p +=?r]Eue@rAа9@4ߔNF?=p +=@F@+E]@*r@+'8@*`v@*@?%0Fr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey?rEC`Ķ@`/t4A$e^@/ dF?@F@, +K@+ |˷@+:@+hāR@+7he@?TE4$"qzo@߽FƏAU>m#@!HŘ#F?%i4/@Y@F@5"3@6iqL@64j:pF@6\Hi@6\?zG{@9mFXT@333334mo?FXT??Y9REUJGj@K uiAw@B eYF?@F@.8@.'~@/Y1:@-b6z e@--]@ ,E*` Tj@jckQAZOm@ kF?)a@Y@F@5E0<&@6]??@6;Z=3@6y7@6HB@?{GEA,>@ +Q\AWZ:@ GaF?At>=@F@4/:@5k@5) @6 9@6Tt.@Q9`E҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜@񾩋OREram@iAWu@1# NF@ KѪ*@F@*Ӌz@*S>t9p@*Ǔ[@*hMI@)ڹv?fffffg?{VqED;ʅ@aRkA +*o:@,?uF?ffffff@F@5},v?@3;뢆@4tЯ?@2;zg@1x?fffffg⍀FXT?333333?'8E6 q@ SA+eٞ@hF?333333@F@0CnɤLQ@/h=[@0H Δ\@.@.m)N@򸖁sE*DY@ (AY҇_@ .+QF?TuK@Y@F@5IEW2-@6gaKs@6By@6\䐻@@6?fffffg07^6?333333Z? E6 q@ SA+eٞ@hF?333333@F@0CnɤLQ@/h=[@0H Δ\@.@.m)N?3333344E5-j@֘? 2AW +@nF?333333@F@6Mbk@44ZIЈ@5R'X@3pT\@2`5?zG||+ FXT?^ejEg?@E0atAЮr1=@?4\LF?Z%@F@-0ikK@,oȭʹ@-@,v6@+DU@a-F+jE8Ĕ*@ÇLA8 ?Y@3MM[F@@F@)'u@)d@).@)d[@)>|@?CXEʟ,@%OBAS:L@. F@@F@(@@@).f~@)J@):MS@)T?5A@?xqE@A A:g@bfk1T?s@F@+9@.h3@-MF@.[@/5O`?zG(7}FXT??꼳 + ER2\@]zIA\[nZ@* F?@F@-D+@@-Sc@-]C6@,P@,@8@5]E-%H@ʃvAY;@ րmmQF?뭁v@Y@F@5=&j@6`Pev@6:;~b@6~<@6@YQE2Q C@xjAZ xT@ 7F? ~@Y@F@5`Q'@60%on@6h!A'@6N.U@6۩?Ϳ(E`聀K?@7XYuAE@ALOyF?HJ@F@4Quy7@254@3F|@1tj_z@0mJgւ?fffffg?B%W E(_@%A̍x@9HF?ffffff@F@.@->@.-$@-[B@,ָ̌_@rc pFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@ ̿YsEN@S,AՅё@ `sF@=Qy@F@%'ue@&#%@%˗@&6yi@&dF1@?̴"&@E҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜@fffffgE1g"Eք#k@ܝHAՀ,N~@{7F@ffffff@F@'9%T@(daM@(9@;hQ@(sǖV)@(m@ܞ@'#??sRIRE%(ō@DiRARRrlM@2GNF?@F@+Ub9@+V}t@+g@+3;Y{@+ 8K|P@Fr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@??`0EI@v+Aw@;^|j,F@@F@*ev@* cfC@*&@*d3@*~QK&@ ćVPEXz@,AuL[@ZB17F@#d@F@%uo@&UB@&"nrM3@&g==O@&#hzk@fffffg?JtF"\@ΪA/2@ AU@6Qr@6j=@6 +qW?؆+4EO Q@80A$t{yD@+DsF?<@F@-U@-3w@-ӡ@, +l@,0l"Y?GzHYdEtPwI y@xmKAb#, @ѫOF?GzH@F@1[c@0Ht')r@0 K@/YI@/m;@ +=p ?[dEQ +@W}PAոD@CF@ +=p +@F@'~ك] @(BE@(^@(S9M@({.5@? +xF9h@L!DA@ )m?񙙙$ȤEv6:5r@ AHu@6XF?񶈽C[@F@0I@0._,#@07c@/(@.Ho1(?(\)@9mFXT??}E%(ō@DiRARRrlM@2GNF?@F@+Ub9@+V}t@+g@+3;Y{@+ 8K|P?ͿS + +E`8O$@h`ok6A&Gf@+VCF?*J[@F@3lk`w @1R@2_9:@1_E@0i9w(`?333333>*cE6 q@ SA+eٞ@hF?333333@F@0CnɤLQ@/h=[@0H Δ\@.@.m)N@Q` ZEq?z(5@G8_ArlK@9ݫ߇F?%|o@F@0 s@0\Vz@06@0;rk{@0(i@333334m"F@`A>ܬt@ RMF@#vX@F@!Dqv@! +@!GR5@"{BC@"%އ{?zG?a]ըxELᠶ@X1YF(AX;A@)uYF?zG@F@-e[@-6,g@-PG9(@,AK.@,V~b@?Uq&EA~@ +`AWB\1@ /!ǩF?@x@F@4ɺ@5@5".@6 %-`@6Tv?fffffg?_9ED;ʅ@aRkA +*o:@,?uF?ffffff@F@5},v?@3;뢆@4tЯ?@2;zg@1x@3333338ṈDFXT?fffffg?69EG|@/R A̶+pgp@4V~nF?ffffff@F@.3O @-ȩorL@.ynd@-R@,*d@?Fy^`E+P2x @s.AGr@"Q9:F?;%o@Y@F@68|@7n7q +@7/*Gg@7V$@7_GP?zGҷaFXT@?E$YFSH&@0[^@AwhU@ EoF@%84֡@F@!޻@"S 7@"JG@"Mp@"L1{1?QȹaȥFXT??ٖV0E'ue +@\A RiR@A4F?@F@7l ;>@5 +iZ@6jg?S@4UA+H)n@y2F?@F@929h@7ݳ p@8kc:Kp@6C]'\~@4p]?Q]~םFXT?@E4zb@HAЀi@4F?@F@+~b@+҂(@+_kL@+MCS1@*%S?^suEibW@bjA°)@1$f}F?@F@,t+?-@+S/A@+"HN\p@+k?.Y@+:gZ8@ 333333?UFEF&:j3@Ȇ4}ApO@ F@ 333333@F@&0ks@' (X@'X7@'{@'ͻl??ڤ!:!??4pE5R@'dAW@( + P5F?@F@-Қn@-08]q@-Ⱦ@,d"@,>7^6@VEEEHƁ@8AG@[@F?+Krz@F@%:M@%?@%3D~^@%@59n@5.@6 l@6Tްk@333333Υ=Ć@F@*e@-vHx|@,ރBM@-]@.E(2?? PEUJGj@K uiAw@B eYF?@F@.8@.'~@/Y1:@-b6z e@--]??+1EtTm@Aй2!@8t"pF?9@F@+)>+@+R,[@+}}[@++k@+M?333333rpEs@XA] u;1@L*xpF@GD,@F@1IOɞ'@/3^@0C.@.Ί+7@-tS?333333?>I{E6 q@ SA+eٞ@hF?333333@F@0CnɤLQ@/h=[@0H Δ\@.@.m)N@#XEĒf1@5VcrA8@YT?8\h@F@*7@,)@,:}7@-yO@-7?K??<PEKR={@rAm@ _uF?@F@4FUPj@2&㡔:@3@2u6FJ@1\D ,@E1jLE@xT#SA[S_@ UF?o~=@Y@F@5׮:@656@6K #Q@6SBt-E|@63CD?ᙙEmE/fQ@$;5QA ۻ@GF?"f@F@7 >!@4\Hy@6Mi@3܁"@2e?zGIO@ELᠶ@X1YF(AX;A@)uYF?zG@F@-e[@-6,g@-PG9(@,AK.@,V~b?GzH*f7FXT@?zEzK@.7Aʃ@>(5F@ @F@)}@)dE]@)+@)CpI@*>6c@ ?0&E|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT@ ?!s9EK2 @ƥ9uA%l@.gUF@ @F@&g{a&@'u7@&m=:@'*g{@'Mw|@sO $Ezb/@L$oA"L@8fDkF@@F@*.Mw@* @*@*@*zw@?2TkEzb/@L$oA"L@8fDkF@@F@*.Mw@* @*@*@*zw?ٙꪍTE\3@RA[nӒ@bF?ٙ@F@8a66%@5k @7a@4ciR@3LqD@ + +=p?ՙ+EϖiSn@CAZLΜA#SSt@F@ + +=p@F@&n6+@'$˿S5@&\@'8k&@'j/?#')pEgDv{@|pڨA:]K@uYuWaF?@F@/$b"@.2GK>@0_F@.j C@-5?Ϳ-O. E=u|m<@qn`A+4F@}TAF?9N'@F@6k:@3%y@5 SL@2 Uh@2 +sz?zG|??.FXT@?A^+ +F + ߕ`@u;ojAߌy?|@F@E@F@#@%_5#1@%N9ʿ@%~`@%@ + +=p?Ӭ* {EϖiSn@CAZLΜA#SSt@F@ + +=p@F@&n6+@'$˿S5@&\@'8k&@'j/@+htEppA@' AyϚ@4673F@P"W@F@)q@)ca4@)mpOr@)CK@)^?fffffg? YXED<'s@zȃ`A q5tj@F?ffffff@F@5}ɰ>i@3;qo)@4tΥ'@2'P @1LM{@?8dEK +G@ͫ c9Aۗ5͎@zF@ڤ+@F@$M#^2 +@&QٞH@&~/d3@&l<30@&ʵ~c@ ?Uv2,XEN@ɣD*A'Q^@'~zF@ @F@%>v3@&RC&@&QV@&fh_@&?\(ÿmh+=FXT?? u2nE9F@@rAvkZ@\@L[F?@F@/נ@.KN@/[x@. džP@-hyhl?*tEibW@bjA°)@1$f}F?@F@,t+?-@+S/A@+"HN\p@+k?.Y@+:gZ8@?MZDEzb/@L$oA"L@8fDkF@@F@*.Mw@* @*@*@*zw@\(ÿ HE\ ׹e@Sm`A!Sz!Sh@2&F@\(@F@)I@)3|\@)ģ@)^ﺟ@)p d@3 $FSH&@ũb( ANot@ @AF@!{fQm@F@!ȵjc@"neWHc@"Ac@"zR|@"+k@?E*ޚVi@3_AGf5N@"U8F?f3]@Y@F@6^O"@7eS dV@7&Nֻ@7? @73{]?=p +=?A_YhEue@rAа9@4ߔNF?=p +=@F@+E]@*r@+'8@*`v@*?̿.@hjsE`@@A_{\A+@U(5F?@F@20򙧒@1g@2Hˡs@0lPI@0o^:>@?dd3E,O@O<wA՞}@ w$F@@F@(sK@( /@(z@(f$@(j8-k@%(/@E1wH@,^AWY@ 0uT? c +Sz@Y@F@5"0@6V,6Q@6)1Fl@6uOK. @6S@333333?Hx:(FVA@B6 rAoz@%UF@BQ~@F@$/2&@%{\{@%dzdC@%ҫ]x@&HjZ?ͿX4*E"p8OA@wzA-"c@mM q@?ث;LPFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@C2`F~j\@#Aa@ zhF@ }GZ1@F@# @# +R2@#Υ"O@#vG6@#VR?*E'ud@ZA @@EF?,_[+@F@7lMeƌ@5 Nʨ@6j,+l@4==@2h?fffffggED;ʅ@aRkA +*o:@,?uF?ffffff@F@5},v?@3;뢆@4tЯ?@2;zg@1x@?[8"xEW@8iA>}h@xF@PaǛ4@F@'4 +N@( *@'˞ք@(`?@(JS?zG|󗍽<FXT@ffffff?s Eօp:4@{bAՀ&@/eTF@ffffff@F@'0V_x +@(d +<Bv@(9a_@(s{s@(?zG{@9mFXT?333333qHEE6 q@ SA+eٞ@hF?333333@F@0CnɤLQ@/h=[@0H Δ\@.@.m)N@DEo2z@Sq?iAԵ\2@1cnTF@@F@(:4ԙ@(49#@(΂T@(b>m@(׃-??6UXE`384@A~ KA8E@UO@F?@F@2o@1g@2Hd@0@{zW@0o5}@iӰE>~E@(N>A5S@(diF@ +mdQ08@F@'0@(b@(FTNs@(n ҃@({f?333334;E_la@IlA c\@'!"F?333333@F@86ݞ@6%@7WW@5eD@4'K@Q?:sEp@Ů]oRAZ +s@se%F@Q@F@(d~ު@(nʲ@(ǹl;@(-@)1@?EA@l5AWUr@ ȟaT?F]cf@F@4@55@5L[@6 R@6Up@?p„(E+,Dc@təK0zAG#he@"R?F?C-@Y@F@6Ӯ@7np^@7/`s@78@7BSN@333334{)7^F@(Az @ F@$%@F@!C9@!%@!@" -"@"2@ Ϳ[ME눈/@^C$ZA +C@NUF@1'o@F@% f_@%۷ (@%CCx@%X@&#KJ?Gz@9mFXT?Gz@9mFXT?GzH@9mFXT@?삅E҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜@ffffffr&UJEօp:4@{bAՀ&@/eTF@ffffff@F@'0V_x +@(d +<Bv@(9a_@(s{s@(?陙d˯xERO:@h(0 +AIE@tBF?陙@F@4CM@2> /@@3Ev 1@1͢@1R @?'HxE/}N @ŷð}!AiCW@=!PUtF@ؐOn@F@( :@) tm@(Sd7]@)a@)7퀿_I@ ?Ǽ^pEWĈ@ɤRYA#n@'GF@ @F@%>{@&SD4@&[ %@&g0@&] @ +ffffff? HZE٢@ɛ:3AjÍ/v@s_F@ +'-@F@&ub'@'R ɛ@'X/@'b@',wV]?p}SEpEA@PLΉAa@)zΘ6F?_h3@F@-V8pw@-| eV@-е0@,ȗ&@,2Y@NFE"Jp@RYv(A rߙ!@;&1F@- +@F@*=Mˏ@*w(@*a6}Ҵ@*h@*Xq1 ?zG|?sp/FXT@@\'FXT?\(?%uhEw0cB* {@3]A/f"@۽̼F?\(@F@03܂g@0!m@@0D@/h+@.6}s;?\(ÿ¡ FXT?GzG@9mFXT?Q?kFXT?Q%>?FXT?񙙙6.TEv4^s@'W*A׎@8F?3շ@F@0㟛@0.9~@0׭0V@/d=@.mP@ ?EN@ɣD*A'Q^@'~zF@ @F@%>v3@&RC&@&QV@&fh_@&@m"kE8Lp&m@݂A['6P@ T »T? +D _@Y@F@4ͅӥ@6ȋ5@5եBEpr@6%XtS@6gb~@?1beE2oP@?A<6-@)(TxLF@@F@((@)Dc*k@),@)NmW@)fx* ?zG|< +SFXT?fffffg?ȝESJ~@0ĚA̽\v@3IF?ffffff@F@.P@-4ܼD@.U)3P@-Q8mNR@,LF/?zGqtPIELᠶ@X1YF(AX;A@)uYF?zG@F@-e[@-6,g@-PG9(@,AK.@,V~b@ŕFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey?333334 B7>E.J@1'A>,u&@ŠF?333333@F@0D'D@/iGo@0H@. {4Q@.p@?+EA~@ +`AWB\1@ /!ǩF?@x@F@4ɺ@5@5".@6 %-`@6Tv@ +kQeE"4@ěAsAgf@D~F@R͊@F@&y+j@&vf.{@&]<3*@&.Hp@&WPa@̿ ̈́E^t@Aцo@7zF@@F@*Fl@*8&z@*Fixs@*6R3@*7o?&sCOEKR={@rAm@ _uF?@F@4FUPj@2&㡔:@3@2u6FJ@1\D ,?\odEYh@'dA @(F?@F@-7d@-M@-ȷDm!@,^Wv@,>?整6ugEUJGj@K uiAw@B eYF?@F@.8@.'~@/Y1:@-b6z e@--]@ +=p ?TBy88EQ +@W}PAոD@CF@ +=p +@F@'~ك] @(BE@(^@(S9M@({.5@̿F m M@ pʭũA:m@ +L**ZF@" Om\@F@"MċU@"Vi@"FS9@"f@"ci_?Qh EF^R@z꩝AK#҆@(Q +F?Q@F@,yX@,LAC@,R@,U3@+n/?=qFXT?ᙙ?<--E/& +Km@RUfUA}%@.#F?ᙙ@F@7-@4$5@6:ҫ@3'S@2&+@ + +=p?)EϖiSn@CAZLΜA#SSt@F@ + +=p@F@&n6+@'$˿S5@&\@'8k&@'j/@\(@9mFXT@g_8@E|̒@77}ACL`m@ +yjPfF@ +ǁd@F@'.E@(c9S@(Go/@(n}m4@(O?Q?XfPFXT@333333?2|E;1&@̻āAٔ*@q$ZF@333333@F@%m!s@&)[@&|yqoO@&܄;}@'ZH@?\EItn@ˀAaxj@*YcF@@F@$L p@%;+@%1@%ܯ_@& @333334@};bE$-B@ĂzA8[#+@*0 L3F@333333@F@)'\b@)bRsf@)N@'0@)kvS@)tL?Ql2FXT@?`-LE4$Y'V@߽fuzAU#2 @!H!F?%[BE@Y@F@5"(]@6i)m/@64m@6_ /@@3Ev 1@1͢@1R ?zGf0ELᠶ@X1YF(AX;A@)uYF?zG@F@-e[@-6,g@-PG9(@,AK.@,V~b?zG|VhE r@^D(XA h\Ӕ@cc~F?zG{@F@//e@.ܝE @/fıy_@..:j|^@-U5@/p9gE6[@"Z6Aeۂ, @lT?,<@F@)a@,p8$@+5+X@, @-?£G?Q?範oFXT@?9PFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey?7σz\E5R@'dAW@( + P5F?@F@-Қn@-08]q@-Ⱦ@,d"@,>7^6??v0@'_QT?uryEMf!-@uAe2 @G#@F@b \@F@/X@.@3@/gL@-c@,bH@rțE[0i +N3@aj +OA)Hdo@ckT?Ma@F@)ᷳ(@, S@,O@,f`^@-q<3?zG?#>ELᠶ@X1YF(AX;A@)uYF?zG@F@-e[@-6,g@-PG9(@,AK.@,V~b@?SLv)rEfK@N AшWn@@7g,F@@F@*Ec:@*8!@*F +͙ë@*6@*7TB?=p +=h;5IPEue@rAа9@4ߔNF?=p +=@F@+E]@*r@+'8@*`v@*?GzH?ܖ֐FXT@ 333333荦Z#E8@Ȫ9j'AgJܹ@1eF@ 333333@F@&yL@'* q@'mcj[+@'g@'e@?<XFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@333333YFW@UqAwj@ Tl'F@@F@#]GS@#x}׀/@"WF@db(@F@"YUz@$2O@$,X?@$k@$y42@CE"j@(Ԁ$AJ7@/@ T?Q@F@+@†.;@.z@-j\6Z@.HZ"'@.>Ū??}HE:_K@! A#d@(.=F?@F@-wȉ@-5R@-ǔM@,fZW@,=vR@Q?v)Ep@Ů]oRAZ +s@se%F@Q@F@(d~ު@(nʲ@(ǹl;@(-@)1?ͿGA޹E`OL0@A_{\Aj@U?0_F?+d1@F@2`f@1g=@2HE֠@0;W-<@0o-Ϣ?`?GzH@9mFXT?=p +=&wEE1wEg@JnAJ;@:RjF?=p +=@F@6ܚ@4za@5N1+@31b@2BV@333333W[EG@ā94AuC@'LMdF@333333@F@) <ڲ@)^߮=@)J¶cM@)hM�@)}UA+H)n@y2F?@F@929h@7ݳ p@8kc:Kp@6C]'\~@4p]?=p +=x3FXT@?QfEz_|@o38PAіFIW@4jX06F@@F@*B:*ϟ@*4@m@*BrH@*24bW0@*3)@ 333333?Z: E8@Ȫ9j'AgJܹ@1eF@ 333333@F@&yL@'* q@'mcj[+@'g@'e@ 333333ׁE8@Ȫ9j'AgJܹ@1eF@ 333333@F@&yL@'* q@'mcj[+@'g@'e@?꼕9PEAOs@+{&cAW)t4@ :s-F?_حV@F@4c)@5@5`@6Fz@6U3H@zG|???@0EyUM@ł, A Q<@"_C'F@zG{@F@(o%d0@)ь#Nc@(?7@) vy@))PEKi@?+;E+P2x @s.AGr@"Q9:F?;%o@Y@F@68|@7n7q +@7/*Gg@7V$@7_GP@ ";pxE|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT?̿.E`K*@A_{\Aoɂ@Un=F?@F@2 Ö@1gڞn@2H,`@0[n@0oNw@ ?溫H.E`J=W @ȸ~{`A1@"=|F@ @F@&y Q@'mjlnR@'7hh@'%N5J@'X^=İ?zG鵷(ELᠶ@X1YF(AX;A@)uYF?zG@F@-e[@-6,g@-PG9(@,AK.@,V~b?Q?j${VFXT?Q?+ [ExjTv@/2^~A(wM@7WC!F?Q@F@+"Z/@*vu@+f7@*X @*IrG1@ffffff.=. Eօp:4@{bAՀ&@/eTF@ffffff@F@'0V_x +@(d +<Bv@(9a_@(s{s@(?\(@9mFXT@ q@EK2 @ƥ9uA%l@.gUF@ @F@&g{a&@'u7@&m=:@'*g{@'Mw|@?;Eo2z@Sq?iAԵ\2@1cnTF@@F@(:4ԙ@(49#@(΂T@(b>m@(׃-@dKE Q@jQȀAȈ@ C;~T?YJ@F@+P4O@.2@."@.>@/C@Fr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey?QnFXT@GzH?I9ghEBZSI@ֵAm[@1knHzF@GzH@F@)I0@@*ȅ<@* Qi@*0.ա@* Lؗ?QvfFXT@?㘧KE*T a@h#AG~_]d@"RQ_F? +R@Y@F@6@7lL@7- +@7/ZW@7p$ g?333334nCO0E_la@IlA c\@'!"F?333333@F@86ݞ@6%@7WW@5eD@4'K@h\yRE҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜??eEkCYd@ܬj|Aw<@'|bF? `@F@1aA@0̂V@1~ld@0]0@/^v;@?#0REkpM@ƨKA +,u&@ŠF?333333@F@0D'D@/iGo@0H@. {4Q@.p@?×/Eʟ,@ -aAӆ5@-fTF@h@F@(@)()@)O!@)40(Cs@)MRS5;@PM>Eҿ Sb@ĄNIpAAi*N@A0;F@@F@'AN@(Ls\@(4@(VBn@(j??lQ@?ϡ(iF6 +F@;}AE=@ hQ F@27@F@#\@6@$V@$^0)G@$F @$0?׮zGӆ${#uFXT?GzH?%-FXT@333333?:"F(P=@KAa@ 4qN:F@2W?@F@ y0a@"W⺖@!#G@"uqW@"EeW@夲:AE&>tpV@^~AYuE75@ ^EF?[0HA@Y@F@5lzy@@6E@6`X!a@6Iua@6[R? UqE:_K@! A#d@(.=F?@F@-wȉ@-5R@-ǔM@,fZW@,=vR?zG|@9mFXT?̿J??ܺE'ue +@\A RiR@A4F?@F@7l ;>@5 +iZ@6jg?S@4@*\Ũ@*H{B?\(ÿ%2FXT@\(@9mFXT?ᙙaC~!FXT?XE3 @EÈ(A{x0@(gbF?@F@,1O@,mA[9@,9Z@,! @+!>!@ 2brE|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT@ 2E|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT?F诨E'ud@[]c;AV@AåJF?.@F@7l4v@5 4 @6j[M @4=#O.*@2M$?333334_"DE3pң@粸Av@|fE&F?X^@F@0HU/B@/iG+@0K +ǣM@.HMF @.x@ ?:3E|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT@p +=q9ZEXÖXp@ı|WzAK&L@"P9F@p +=q@F@(@)Hk-@)1C@)RSP@)h?MzE5R@'dAW@( + P5F?@F@-Қn@-08]q@-Ⱦ@,d"@,>7^6@ڠ5ahE8Ĕ*@ÇLA8 ?Y@3MM[F@@F@)'u@)d@).@)d[@)>|@?!E2oP@?A<6-@)(TxLF@@F@((@)Dc*k@),@)NmW@)fx* ?333334?@( E֥!g@¦IA5 1@[5fF?333333@F@0CL@/hp1@0Ha&C@.|D@.i?@9mFXT?̿fذE:ny"@CAMK@3BF?@F@+eP@+X\@+r.7@+53J@+,'@̿@!E&@7ŴAю}L@61F@@F@*Dei@*6@*Dur@*4jd"9@*5+@`E}@ƕ~5h`\AFվ@9{F@ No@F@&kZR@''@'}䙈@'!6@'z>5?fffffgܒzʻcFXT@oE#:;Q5@AC(TwAY({ Bo@ \bHF?}2f@Y@F@53pd@6|'@6yjgn@6STn +@6aVP?)x,Ekб`ֲ@}AyE@'vF?@F@1 (iS@0̥ve@1~Y@0]Dcn@/ՙ ;m?? (EUJGj@K uiAw@B eYF?@F@.8@.'~@/Y1:@-b6z e@--]?zG| FXT@UmiE؟o#E@sȮ+Af +<@ t F?F)J@F@'}#@&ڝ@':䠫@&l@&^̞?GzH? (FXT@KGrEo2z@Sq?iAԵ\2@1cnTF@@F@(:4ԙ@(49#@(΂T@(b>m@(׃-@?8E,O@O<wA՞}@ w$F@@F@(sK@( /@(z@(f$@(j8-k?fffffg?7t=ED4Й,@% [Aá @zF?ffffff@F@5}P@3<@4ueLh@2VM@1L5@?Եʰ2F9h@L!DA@ )m@333333EG@ā94AuC@'LMdF@333333@F@) <ڲ@)^߮=@)J¶cM@)hM�@)}@0_F@.j C@-5@ s OE`J=W @ȸ~{`A1@"=|F@ @F@&y Q@'mjlnR@'7hh@'%N5J@'X^=İ@zG|?嶶hEyUM@ł, A Q<@"_C'F@zG{@F@(o%d0@)ь#Nc@(?7@) vy@))PEKi@fffffg@E#Wu@v%|A?Iu @ 0:F@ffffff@F@'@(ohN@(E0ʂH@(O0%@(˂9V]?GzH?#f`EtPwI y@xmKAb#, @ѫOF?GzH@F@1[c@0Ht')r@0 K@/YI@/m;@6t|EXLO^@:MܷAܛc}8g@y +,F@j@F@)~AD@)9}N@)8G@) x9@(pT_'@ ?P|E|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT@\(ÿE\ ׹e@Sm`A!Sz!Sh@2&F@\(@F@)I@)3|\@)ģ@)^ﺟ@)p d@?O{BE+P2x @s.AGr@"Q9:F?;%o@Y@F@68|@7n7q +@7/*Gg@7V$@7_GP@ ?hԈE|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT@@ XE+P2x @s.AGr@"Q9:F?;%o@Y@F@68|@7n7q +@7/*Gg@7V$@7_GP@GzH?QEBZSI@ֵAm[@1knHzF@GzH@F@)I0@@*ȅ<@* Qi@*0.ա@* Lؗ??-1!hhE=n,@EY"A#e@F?@F@6`_@3Ѥ@5 -Yk@2r{@2 + @333333?K-7FVA@d8|A,ӦYP@@ 7 F?@x@F@4Is@5i@5$Ɲ,@6 ɹA@6TNi@ }&E`J=W @ȸ~{`A1@"=|F@ @F@&y Q@'mjlnR@'7hh@'%N5J@'X^=İ@333334}7E$-B@ĂzA8[#+@*0 L3F@333333@F@)'\b@)bRsf@)N@'0@)kvS@)tL@ffffff?ŭq +20Eօp:4@{bAՀ&@/eTF@ffffff@F@'0V_x +@(d +<Bv@(9a_@(s{s@(@0E%@u@ChERwAZ@ SF?UGZ1@Y@F@5euO@6r~҅@6U @6`Ѩ@6ȳN4Gc@ͿSgF Aq@e4MAэ@ =ceF@%5?|@F@ n@!Dy@!Q,l]@! +2Nj@!Q?׮zG!Cf@FXT@**i?EtY"M@36x=AFҨU@x6 F?m?>@F@0n6@08O@0'qO@0@@/dT@ ?ݚuiOEN@ɣD*A'Q^@'~zF@ @F@%>v3@&RC&@&QV@&fh_@&@333333?鬽yF\ L@]@E>AAeT@x@ R`F@32iߗ@F@#ǛO@$~cpm@$FsN%@$3i@$#lzM@WEd{|@QAI^@@%F@ :lX*@F@){,@)\@)B5@)L E@)<_t @?=v0@'_QT?̿~ OXE`K*@A_{\Aoɂ@Un=F?@F@2 Ö@1gڞn@2H,`@0[n@0oNw@ +EK2 @ƥ9uA%l@.gUF@ @F@&g{a&@'u7@&m=:@'*g{@'Mw|?@9mFXT@?UPľE&@7ŴAю}L@61F@@F@*Dei@*6@*Dur@*4jd"9@*5+@ffffffMYFXT@B1QFXT?ᙙhE/זk|@`ɘg;A lan5@nrF?ܣ@F@7 +@4+$@6f@3XT@2:6?陙?خs<hERO:@h(0 +AIE@tBF?陙@F@4CM@2> /@@3Ev 1@1͢@1R @ͿА)pEz_|@o38PAіFIW@4jX06F@@F@*B:*ϟ@*4@m@*BrH@*24bW0@*3)?GzHoFXT??wC E%(ō@DiRARRrlM@2GNF?@F@+Ub9@+V}t@+g@+3;Y{@+ 8K|P@ Ϳ2=[4PEWĈ@ɤRYA#n@'GF@ @F@%>{@&SD4@&[ %@&g0@&] @tvqEz @VcEA~N@ȩkLT?%RK@F@){@,h@+YW @,ţI@-R?BZ*K En~I@EA-#@1HaF?@F@, B('@+G@+n@+k/Wb@+9}Lq@rAhPE҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜?`ʵ<UA+H)n@y2F?@F@929h@7ݳ p@8kc:Kp@6C]'\~@4p]@fffffg?axE#Wu@v%|A?Iu @ 0:F@ffffff@F@'@(ohN@(E0ʂH@(O0%@(˂9V]?=p +=?m˳ E1wEg@JnAJ;@:RjF?=p +=@F@6ܚ@4za@5N1+@31b@2BV@Q?.MRLEAp@vM.A,=[@3IeF@Q@F@)F @)N @)=m @)s@)cx@A]XE@d@7=]A~ˏ@4ƣF?ք@F@0zU6@1@1o{I @1;|@2 wf@zGtEܪ? @ǶLBA֌y e@aQeF@zG@F@'7[@( J@'WV~@(N2@(D^8?GzH?qaFXT?3333341JE5C z@ǂ]As@X5F?333333@F@6|?׮zG +^FXT@m3EޚVoyL@zqA[Q=@YF@#XK@F@&Do@'#@'^@'*Ew@';P @p +=q?@ ?/O@E|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT@?DF + ߕ`@u;ojAߌy?|@F@E@F@#@%_5#1@%N9ʿ@%~`@%?fffffgэxFXT@?Z(XE8Ĕ*@ÇLA8 ?Y@3MM[F@@F@)'u@)d@).@)d[@)>|@?nqa$F fޣ@`[?Az+@ #,=F@-f@F@"ȡ- @#GY:@#i*@#&U@$'0i@WÞvE%Q@+%WpAMu3I +@ rCT?Y@F@*%S kI@,!F+@,P@-/+ͳ@-ʨ[@?]MEʟ,@%OBAS:L@. F@@F@(@@@).f~@)J@):MS@)T?5A@ffffff}Eօp:4@{bAՀ&@/eTF@ffffff@F@'0V_x +@(d +<Bv@(9a_@(s{s@(@ + +=pvEϖiSn@CAZLΜA#SSt@F@ + +=p@F@&n6+@'$˿S5@&\@'8k&@'j/@ ?fRd0EWĈ@ɤRYA#n@'GF@ @F@%>{@&SD4@&[ %@&g0@&] ?fذEQU@CA@)qWF?@F@,.`@,oLH[@-.$@,# @+A?fffffgU׬=(EG|@/R A̶+pgp@4V~nF?ffffff@F@.3O @-ȩorL@.ynd@-R@,*d@fffffg?1JR8E#Wu@v%|A?Iu @ 0:F@ffffff@F@'@(ohN@(E0ʂH@(O0%@(˂9V]??-oEqDq~@/R5AÝJEdi@TMPF?@F@1?8@0r64@1'z)S@0A@/^m蓼@333333?F(=@K1.hAēƓ@ SIdF@# @F@ Oυw[@!Rȿ@!f' N@! [@"T*,@?UFcEc[[c@ÇLAN/"NR@/fF@@F@)z@)J@)? T@) I^i9@)pqϏ?fffffg@!-EG|@/R A̶+pgp@4V~nF?ffffff@F@.3O @-ȩorL@.ynd@-R@,*d@ͿFOS F>q/@HVAFn@ &|\>F@ ;IV@F@!(9H+@"*S0j^@!)@":R$A@"dI@333333? U',EG@ā94AuC@'LMdF@333333@F@) <ڲ@)^߮=@)J¶cM@)hM�@)}@5 +iZ@6jg?S@4|@)@E2oP@?A<6-@)(TxLF@@F@((@)Dc*k@),@)NmW@)fx* ?Ϳ`9\hEqv@%Aİ\@ᒒ +/F?񨞺jy@F@1jhn@0yO-IK@1=Ĩ8@0@/N*߿i|?GzHHZ FXT@ LxE`J=W @ȸ~{`A1@"=|F@ @F@&y Q@'mjlnR@'7hh@'%N5J@'X^=İ?333334@9mFXT@ QF#ZH@Ź>PAH*@ ;74#F@&($ x@F@!d#R7@!&WT@!s'@!z:@!&es@ ?JGhEO@@êiA:'NC@ 06|F@ @F@&GJ@'p @'2d@'ı@'2@ϗ#Ei8 G@A#rT@55NF@@F@*imm@*v[@*3- @*BS @*v9Q@ +ffffff?xHtE٢@ɮ1CAH7w@?pF@ +ffffff@F@&8`K@'Qc@'\ 4@' n@'E?{y?333334?RTE5C z@ǂ]As@X5F?333333@F@6m@(׃-@?C1E >ג@x>hA:t5@F%cF@@F@*\)b@*MuB)@*\qߗ@*K @*Lv8@ O}/E|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT?ٙè-E\3@RA[nӒ@bF?ٙ@F@8a66%@5k @7a@4ciR@3LqD?#E +ꍐ@X>UA+H)n@y2F?@F@929h@7ݳ p@8kc:Kp@6C]'\~@4p]@ +?g +Ef@toFAG`J5@$=5F@ +@F@&Ʉil@'J@'I|d@'1@(_0E??#/E`384@A~ KA8E@UO@F?@F@2o@1g@2Hd@0@{zW@0o5}?fffffg +2*~FXT@ E+C@~-!AYթ|@ .3F? <`@Y@F@5CUw@6ab)S@6=/ @6~\@6 gͤ`?zG?Ɇ*xFXT??#f-AEQU@CA@)qWF?@F@,.`@,oLH[@-.$@,# @+A@333333?\1F(P=@KAa@ 4qN:F@2W?@F@ y0a@"W⺖@!#G@"uqW@"EeW@_:Eo2z@Sq?iAԵ\2@1cnTF@@F@(:4ԙ@(49#@(΂T@(b>m@(׃-@ ԪnGWpE|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT@QGߛeEp@Ů]oRAZ +s@se%F@Q@F@(d~ު@(nʲ@(ǹl;@(-@)1@333333?09FVA@cr~A0qx@vF@7H!v@F@$2*#V@%F@%iX[r@%:P@&"M ??єE]"M@:A! @0'ɜF?@F@, Y@+wO@+c@+h/9^@+7z?GzHBfEtPwI y@xmKAb#, @ѫOF?GzH@F@1[c@0Ht')r@0 K@/YI@/m;@?2gE+@ +!9 mAFE@"nƶ&F?wF{@Y@F@6`-@7oh@70bRV@7l;@7ֹ#F?Q?ar.EF^R@z꩝AK#҆@(Q +F?Q@F@,yX@,LAC@,R@,U3@+n/?GzH?ݐFXT@?ԃpEz_|@o38PAіFIW@4jX06F@@F@*B:*ϟ@*4@m@*BrH@*24bW0@*3)@fffffg?yF"\@ΪA/2@ A|@տF9h@L!DA@ )m?AFXT??D[EgDv{@|pڨA:]K@uYuWaF?@F@/$b"@.2GK>@0_F@.j C@-5?Q XRFXT?ffffffչt:E5["H31@D~AU1@-QA#F?o @F@,gL@,w@,y@+EFC.@+MC%@ Ϳ]/eEWĈ@ɤRYA#n@'GF@ @F@%>{@&SD4@&[ %@&g0@&] @wLlsE@#*(@#[vt@#nR6U@ E҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜@?sxHE+TTz,b@|to9AFk'{@"ZF?@Y@F@6@7om"@70h>J@7L@@7a\[@?iEʟ,@%OBAS:L@. F@@F@(@@@).f~@)J@):MS@)T?5A@ +=p ?×9 EQ +@W}PAոD@CF@ +=p +@F@'~ك] @(BE@(^@(S9M@({.5@?OZAFF))zU@k'{PsAǪ#X@ ,:5&F@`@F@#6@$ +J@$Yay@$2@$0?Q?|pFXT@ Ϳ;gU>FEWĈ@ɤRYA#n@'GF@ @F@%>{@&SD4@&[ %@&g0@&] @` Fm'Q@;z/Ao]a@ D6ͼF@O"@F@#;"@$#UOK@$ksQ1@$bߺ@$ 8 ?\(ÿRJHFXT?陙ڄ^ERO:@h(0 +AIE@tBF?陙@F@4CM@2> /@@3Ev 1@1͢@1R @ +=p ?aНkEQ +@W}PAոD@CF@ +=p +@F@'~ك] @(BE@(^@(S9M@({.5@ 333333-EDTt@ȇHAAnG@QW^F@ 333333@F@&l Ao_@'SC\@'X`ʛ@'OK@' +?fffffgo/gn-PEG|@/R A̶+pgp@4V~nF?ffffff@F@.3O @-ȩorL@.ynd@-R@,*d@\(ÿ$Lq>E\ ׹e@Sm`A!Sz!Sh@2&F@\(@F@)I@)3|\@)ģ@)^ﺟ@)p d@zG|?rrtMdEyUM@ł, A Q<@"_C'F@zG{@F@(o%d0@)ь#Nc@(?7@) vy@))PEKi??qv˖E=n,@EY"A#e@F?@F@6`_@3Ѥ@5 -Yk@2r{@2 + @333334? /@@3Ev 1@1͢@1R @333334?|{@&SD4@&[ %@&g0@&] @Qx6EAp@vM.A,=[@3IeF@Q@F@)F @)N @)=m @)s@)cx??xm_V2F@@F@$f@&gf)X@&/>w@&ɲM@&v?Q?͟:FXT@?xXܡ0ERɿ@AkK@~F@@F@%=݃2ڗ@&wcg@&DJSU@&x@&@?͐E*ޚVi@3_AGf5N@"U8F?f3]@Y@F@6^O"@7eS dV@7&Nֻ@7? @73{]?̿7qERv@Ɍ0A~ɗ.I@.ͻF@1@F@,6X]@+TRJ g@,&*y#@*k>@*\?333334@=E5C z@ǂ]As@X5F?333333@F@6A@ )m@Q7EAp@vM.A,=[@3IeF@Q@F@)F @)N @)=m @)s@)cx??ZKE`K*@A_{\Aoɂ@Un=F?@F@2 Ö@1gڞn@2H,`@0[n@0oNw@'gE)l^!@!"2AYX01@ ۤF?۠&@Y@F@5TjD~@6rXc\@6Ni@6dI@6-@?ZNYdE,O@O<wA՞}@ w$F@@F@(sK@( /@(z@(f$@(j8-k??y/`E',@\A幄@A?wzF?>@F@7ly1@5 5'@6j @4=Z@31P@?ּp `EzK@*@ AѦ@>WNF@\$@F@))+@)$(w @)g@)`*N@*3iz@?E"jEzK@.7Aʃ@>۩`F@@F@)|7@)dEo@)+K@@)Cpܱ @*>6`@uN EEA@mvA׼Œ@쏔!bF@ + hEZ@F@'eS@'u_?@'M9@'$@@(@q +Evb +g@VUAx`xG@34 F@A@F@)'@)@)/$@)78'@)ݶ9)@?4PEz_|@o38PAіFIW@4jX06F@@F@*B:*ϟ@*4@m@*BrH@*24bW0@*3)?QR@ujrDm=@|׉gQAn %@ !F?QR@F@:˱,@8kMO@9h}]@7FS.@576v@333333?w<,E;1&@̻āAٔ*@q$ZF@333333@F@%m!s@&)[@&|yqoO@&܄;}@'ZH?zG|?֚Y̸FXT?陙8vXERO:@h(0 +AIE@tBF?陙@F@4CM@2> /@@3Ev 1@1͢@1R @%TE_@BۊHqA(b@;(F@3^@F@*U@*vm@*{@*ecS%@*T?@ ͿTEWĈ@ɤRYA#n@'GF@ @F@%>{@&SD4@&[ %@&g0@&] @ovFa8A4SAvu`@lkT?K@F@1!Q^P@2\J2@2>~@2o@2hhG??ӂ?aE +ꍐ@X>UA+H)n@y2F?@F@929h@7ݳ p@8kc:Kp@6C]'\~@4p]?fffffg"a }E[C}x@E+@ +!9 mAFE@"nƶ&F?wF{@Y@F@6`-@7oh@70bRV@7l;@7ֹ#F@.)DE(RBG[@A~AZ~m!@ tkF?JA c @Y@F@5T@6hO@6H]@6ü@6!P?GzH@9mFXT@? +|E+P2x @s.AGr@"Q9:F?;%o@Y@F@68|@7n7q +@7/*Gg@7V$@7_GP@UeDE0!@WAYsJ@ "GF?|Zqx@Y@F@5)E߲"@6Qo͹@6(sL@6oyye .@6Y?ͿƎE"p8OA@]A@C +)X F?ӟE +@F@8mFl6@5@7v +@4 +bi@3J b@/@333333?ѤFoYg2@ďiAi=o@ e{F@;wF@F@#e1@#l7@#i@#tf@#혨:T@p +=q4z80EXÖXp@ı|WzAK&L@"P9F@p +=q@F@(@)Hk-@)1C@)RSP@)h@?CY#E҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜?zG|?)E r@^D(XA h\Ӕ@cc~F?zG{@F@//e@.ܝE @/fıy_@..:j|^@-U5?̿E:ny"@CAMK@3BF?@F@+eP@+X\@+r.7@+53J@+,'@? {-EfK@N AшWn@@7g,F@@F@*Ec:@*8!@*F +͙ë@*6@*7TB@?7eEA~@ +`AWB\1@ /!ǩF?@x@F@4ɺ@5@5".@6 %-`@6Tv?dNE4zb@HAЀi@4F?@F@+~b@+҂(@+_kL@+MCS1@*%S@? =pE&@7ŴAю}L@61F@@F@*Dei@*6@*Dur@*4jd"9@*5+?Gz@9mFXT@?wv0@'_QT?fffffg!BtEQ_@yyAԓxZRo@D Y{F@d)@F@/Öx\@-Z@/|fV@->Ʌop@,YMmXE?̿d-HE`K*@A_{\Aoɂ@Un=F?@F@2 Ö@1gڞn@2H,`@0[n@0oNw@ + +=pK@:EϖiSn@CAZLΜA#SSt@F@ + +=p@F@&n6+@'$˿S5@&\@'8k&@'j/@zG|EyUM@ł, A Q<@"_C'F@zG{@F@(o%d0@)ь#Nc@(?7@) vy@))PEKi?333334 +\7^6@ +ffffff'KjEF@ÛXA*Sq@c3CF@̒@F@%ت@&<~[@%4@& bR*@&R1@@ȒWEA~@ +`AWB\1@ /!ǩF?@x@F@4ɺ@5@5".@6 %-`@6Tv@?E4#"@߽ٓ]AU{M@!H,F?%@Y@F@5"t@6i<@64h$L@6Y@6}̎?fffffg?ơeED;ʅ@aRkA +*o:@,?uF?ffffff@F@5},v?@3;뢆@4tЯ?@2;zg@1x?=p +=E{Eue@rAа9@4ߔNF?=p +=@F@+E]@*r@+'8@*`v@*@?* Fr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@ǬiP Ei8 G@A#rT@55NF@@F@*imm@*v[@*3- @*BS @*v9Q?̿?nopEm"x@.ar;֊Az*@6$t F?# @F@+l@+V @+R@+1Hp@+s@?QRdؘwDm=@|׉gQAn %@ !F?QR@F@:˱,@8kMO@9h}]@7FS.@576v?333333?%#McE"e%x@c)AЬܖ +@B܅F?333333@F@+ _k(=@*ڛ@*̀_@*^G@*?=p +=?҃OE1wEg@JnAJ;@:RjF?=p +=@F@6ܚ@4za@5N1+@31b@2BV@?O!FV|@Ai@O ҂F@*@F@#ەվ j@%;^ŭ:@$=@0_F@.j C@-5?fffffg?A ݼE(_@%A̍x@9HF?ffffff@F@.@->@.-$@-[B@,ָ̌_?Q?gExjTv@/2^~A(wM@7WC!F?Q@F@+"Z/@*vu@+f7@*X @*IrG1?fffffg?#'EG|@/R A̶+pgp@4V~nF?ffffff@F@.3O @-ȩorL@.ynd@-R@,*d@{m+MP;E'v<@ުGAXJ@ ='@F?W&@Y@F@5h8լ-|@6m ;@6`7V{@6b\X@6݂̐@?;m,EW@ +90ҙA*f@3zv3F@@F@'6S@(h@'}u@(#W@(O@ +=p ע9EQ +@W}PAոD@CF@ +=p +@F@'~ك] @(BE@(^@(S9M@({.5?QR?Dm=@|׉gQAn %@ !F?QR@F@:˱,@8kMO@9h}]@7FS.@576v@333333?k9FVA@d8|A,ӦYP@7^6@̿pѾF m M@KAjy@ NL F@)NU@F@"^=@#@#Lʹ@#_d@#|>%@?C{E4#D@߼8&AU4\@!H D0F?%[[@Y@F@5"Si@6iEܕ@64e>urZ@6V@6¼@ ?IXE|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT@;%!E$f;-@2s.̊AWgh[|@ XᰗF?ڐ@Y@F@5H@6 dԖ@6~HC@6 ì@6X@333334?|F @;, I@ΖA4;@-@6F@+ʬ@F@#Pm7a@$ g{@$t)_@$J̞@%3;@?WEA~@ +`AWB\1@ /!ǩF?@x@F@4ɺ@5@5".@6 %-`@6Tv@?L9zFVl#G=@ߴ BPaʿ&~}&F@R__ (@F@(F@#9>@%J@ Z@Zk@fffffg?؋@XErY@uLsA*2;@:\~F@ffffff@F@')MC@(.@(꩷ @(_@(kɉ(@Qh"%FXT@?ˤ>E,O@O<wA՞}@ w$F@@F@(sK@( /@(z@(f$@(j8-k@? ضE >ג@x>hA:t5@F%cF@@F@*\)b@*MuB)@*\qߗ@*K @*Lv8@333333?@L`F\ L@]@E>AAeT@x@ R`F@32iߗ@F@#ǛO@$~cpm@$FsN%@$3i@$#lzM@ ?E|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT?QR?rݐDm=@|׉gQAn %@ !F?QR@F@:˱,@8kMO@9h}]@7FS.@576v@QѠt`Ep@Ů]oRAZ +s@se%F@Q@F@(d~ު@(nʲ@(ǹl;@(-@)1@?܆62`E,O@O<wA՞}@ w$F@@F@(sK@( /@(z@(f$@(j8-k@~HtmEi8 G@A#rT@55NF@@F@*imm@*v[@*3- @*BS @*v9Q?Ԓ/@FXT?̿O< +0E`K*@A_{\Aoɂ@Un=F?@F@2 Ö@1gڞn@2H,`@0[n@0oNw@ͿޓPEPiR'@v5A׀/@"WF@db(@F@"YUz@$2O@$,X?@$k@$y42@333333?+F\ L@]@E>AAeT@x@ R`F@32iߗ@F@#ǛO@$~cpm@$FsN%@$3i@$#lzM@?jz E4#D@߼8&AU4\@!H D0F?%[[@Y@F@5"Si@6iEܕ@64e>urZ@6V@6¼@333334?}RF @eP @ 4DAH[@Y"F@ɫ@F@#[;`@$Dq`@$Nҝ@$)q@%FD @zG|?Ai6EyUM@ł, A Q<@"_C'F@zG{@F@(o%d0@)ь#Nc@(?7@) vy@))PEKi?333333l@vE6 q@ SA+eٞ@hF?333333@F@0CnɤLQ@/h=[@0H Δ\@.@.m)N?333334]uYuE5-j@֘? 2AW +@nF?333333@F@6Mbk@44ZIЈ@5R'X@3pT\@2`5@p +=qtǢEXÖXp@ı|WzAK&L@"P9F@p +=q@F@(@)Hk-@)1C@)RSP@)h@?1zTE4#D@߼8&AU4\@!H D0F?%[[@Y@F@5"Si@6iEܕ@64e>urZ@6V@6¼??>E`384@A~ KA8E@UO@F?@F@2o@1g@2Hd@0@{zW@0o5}??򋥸zE5R@'dAW@( + P5F?@F@-Қn@-08]q@-Ⱦ@,d"@,>7^6?333334=l$E@\CAq@W%F?_EQ@F@0IvkS@/ja@0K@.{>]@.+P@ 333333Amyi??ĀĜE%(ō@DiRARRrlM@2GNF?@F@+Ub9@+V}t@+g@+3;Y{@+ 8K|P@?d{'Eo2z@Sq?iAԵ\2@1cnTF@@F@(:4ԙ@(49#@(΂T@(b>m@(׃-@?T F9h@L!DA@ )m@ffffff򟢔E֨u=@+yAՙS"~@Ӄ?F@ffffff@F@'gֻ@(_Dd2#@(5*@(ov&Mf@((r@?lnxE >ג@x>hA:t5@F%cF@@F@*\)b@*MuB)@*\qߗ@*K @*Lv8??#f-AE:ny"@CAMK@3BF?@F@+eP@+X\@+r.7@+53J@+,'??'E"p8OA@wzA-"c@mMIhF?@F@7Ak@5`Ks@6ܺ@4ŕ G@3GǑP?GzH-FXT@ ]@E-T<@8A?~5@ zApF@ +'S@F@'8~f@(gپ4@(Ki@(sw=@( @?EA~@ +`AWB\1@ /!ǩF?@x@F@4ɺ@5@5".@6 %-`@6Tv?333334pRENu@ˎA/a@,阀F?S{[>@F@0Ge|@/hFG@0Jb9@.бqi@.,w??;ܭtE:_K@! A#d@(.=F?@F@-wȉ@-5R@-ǔM@,fZW@,=vR@0E%/3E%>@ت"AYdm@ щcpF?j%|@Y@F@5uf &ۑ@6v^@6g\o@6 !@6ݦ!.?*HEQU@CA@)qWF?@F@,.`@,oLH[@-.$@,# @+A@333334?Jcv`E$-B@ĂzA8[#+@*0 L3F@333333@F@)'\b@)bRsf@)N@'0@)kvS@)tL@̿ NE"+@,A\'Av~Wo@ݧF@k ʦe@fffffg<E#Wu@v%|A?Iu @ 0:F@ffffff@F@'@(ohN@(E0ʂH@(O0%@(˂9V]@?ӌ22FV~υ@uKnBPú.*.i5F@.e@F@(w}@" $@% @ ȋ/j@~ + ?Q@9mFXT?񙙙Ev9XH"p@] KAiװI@AWuF?m@(׃-??mE:ny"@CAMK@3BF?@F@+eP@+X\@+r.7@+53J@+,'?p +=p=h*FXT??"Ekб`ֲ@}AyE@'vF?@F@1 (iS@0̥ve@1~Y@0]Dcn@/ՙ ;m@p"c(E8 C @r=AZ{z@ )weT?4@Y@F@4ҡB@6 8"%D@5ڕt@6*6@6kCpy?333334RE֥!g@¦IA5 1@[5fF?333333@F@0CL@/hp1@0Ha&C@.|D@.i?333334waiME_la@IlA c\@'!"F?333333@F@86ݞ@6%@7WW@5eD@4'K??E'ue +@\A RiR@A4F?@F@7l ;>@5 +iZ@6jg?S@4@69JZW@6z2@6mB:@RkE8Ĕ*@ÇLA8 ?Y@3MM[F@@F@)'u@)d@).@)d[@)>|?Q?u FXT??EE +ꍐ@X>UA+H)n@y2F?@F@929h@7ݳ p@8kc:Kp@6C]'\~@4p]@?ن Ev@7A0 w@ U`aF@쿱[@F@#|S@$ ؄@$rTS@$u/@$ة0Ge@333333S D0Ei%R@$IA.(K@%(F@ Zo`h@F@$Ȫ:@$tSJ_@$Rt7@$~ @$ @NADFSH&@ƾA|@Ԅ-*En/j|@/SAp@z+F@ :@F@(d +@(X@(ПtgL@(_ >ް@(a.2?ӑQ4hEUJGj@K uiAw@B eYF?@F@.8@.'~@/Y1:@-b6z e@--]?333334?몵|E_la@IlA c\@'!"F?333333@F@86ݞ@6%@7WW@5eD@4'K@?hDE2oP@?A<6-@)(TxLF@@F@((@)Dc*k@),@)NmW@)fx* ?333334?JE5C z@ǂ]As@X5F?333333@F@6 /@@3Ev 1@1͢@1R ?Qہ>bUHEӑa@ +AUof^ @'~F?Q@F@,ԥ0@,Jg@,GT@, O@+;@?B4$!E1̔2@āgqZAجǡy@M:iF@ ?@F@'=˙@(A8߳@(,0N5@(J_d@(_k0i@$?"tEKТ@2Sӈ AuyF@ʪVT?Sy@F@*ÀK@-Ct_@,&!@-ZAo@.bbL@?X"EzK@.7Aʃ@>۩`F@@F@)|7@)dEo@)+K@@)Cpܱ @*>6`?=p +=%Eue@rAа9@4ߔNF?=p +=@F@+E]@*r@+'8@*`v@*?GzH?pHEtPwI y@xmKAb#, @ѫOF?GzH@F@1[c@0Ht')r@0 K@/YI@/m;@zG?lIgEܪ? @ǶLBA֌y e@aQeF@zG@F@'7[@( J@'WV~@(N2@(D^8?QR@9mFXT@?Zg:EMu @#dA_^?@ FVFT?_|@F@3qBZ@4mF@4TO݂@5Lˋ@5L( ?fffffgZfͨED;ʅ@aRkA +*o:@,?uF?ffffff@F@5},v?@3;뢆@4tЯ?@2;zg@1x@YE|yEdRf@iL9An|.)p@ F? c +Sz@F@18E@0*@1Q)q@03L[@0>7Ĵ@333333(EG@ā94AuC@'LMdF@333333@F@) <ڲ@)^߮=@)J¶cM@)hM�@)} /@@3Ev 1@1͢@1R ?=p +>@9mFXT@rE+\f@ʡrAZ +/@ EiF?Fkv@Y@F@5;;7@6V|$@63\;/@6sޏ9@6@ ?l!]uE|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT?fffffg?m{sED4Й,@% [Aá @zHF?ffK@F@5}Pl=@3<@4uec@2Q@18v?Ϳ E"p8OA@T(3A-@mIU$F?0 @F@7K"W@5`Ut@6R@4yۂ@3Gʯ%6@333333oUliEG@ā94AuC@'LMdF@333333@F@) <ڲ@)^߮=@)J¶cM@)hM�@)}@6@?#E`FF))zU@k'{PsAǪ#X@ ,:5&F@`@F@#6@$ +J@$Yay@$2@$0@?esrLE+@ +!9 mAFE@"nƶ&F?wF{@Y@F@6`-@7oh@70bRV@7l;@7ֹ#F@0?Q߳I0EL.l@ oA\t @ jT?xW)@F@4 E5 @5}7@51n@5."U@5>\j@+D@E8E'@(EQAXg+@ >cT?W}W@Y@F@4Bz/<@6*(a@55UPRp@6IS`d@6]Dt@333334޸EƲ0@Ă,AbE=@, wF@333333@F@)t5@)eRS@)Q-@)o.@)G?QœsS5FXT?ffffff@9mFXT?Q3_FXT@?B%W E+P2x @s.AGr@"Q9:F?;%o@Y@F@68|@7n7q +@7/*Gg@7V$@7_GP?fffffg?@u7TED;ʅ@aRkA +*o:@,?uF?ffffff@F@5},v?@3;뢆@4tЯ?@2;zg@1x?zG|ukkFXT??Q?E'ue +@\A RiR@A4F?@F@7l ;>@5 +iZ@6jg?S@4?Q?48FXT@&X[@Fr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey?ϟYōEN@LܦA$,_r)@/7F?WiJ@F@/&,X #@.+ ^m@/0M&n@-M@,(@ ?WE@\򩓻A5H@zaF@ @F@%ޢ]@'5~@&v@'G@'M$?zG|Ĕ+LFXT?zG|?77 \E r@^D(XA h\Ӕ@cc~F?zG{@F@//e@.ܝE @/fıy_@..:j|^@-U5@zG?v6Eܪ? @ǶLBA֌y e@aQeF@zG@F@'7[@( J@'WV~@(N2@(D^8?GzH?P}TFXT?Q FXT@?+ɩFSH&@ hA[@ A]udF@|@F@!iH<@"@";@"Ë4@"=i@fffffg?HErY@uLsA*2;@:\~F@ffffff@F@')MC@(.@(꩷ @(_@(kɉ(?ͿyIYEz@A-B@R;laTNF?8f@F@/ɠ)@.Y@/Xi@.G@-]?zG|@9mFXT@zG?c)*Eܪ? @ǶLBA֌y e@aQeF@zG@F@'7[@( J@'WV~@(N2@(D^8?zG|␕~#{|FXT@?\@EA~@ +`AWB\1@ /!ǩF?@x@F@4ɺ@5@5".@6 %-`@6Tv@ޥ /Ej:=@%ٖXnAcu!؂@E8T? 1ί%@F@)P@,kbଙ@+΍H`@,^@-:ah@ IE|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT@ `(DE|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT?񙙙9<Ev:d=@^IA4&X4@LaMI8F@9m @F@2/@0N@1P'@0wE@.l?ۨM;PEibW@bjA°)@1$f}F?@F@,t+?-@+S/A@+"HN\p@+k?.Y@+:gZ8@?, Fr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@?XDEA~@ +`AWB\1@ /!ǩF?@x@F@4ɺ@5@5".@6 %-`@6Tv@ʇ +뾀EԵ@B*AG9Q@O XF@ƽµ@F@'@' @'.i@'.̧ @'>@\\@?+.xdE3Al@ΕڪvAV S @!- F?HjܱF@Y@F@5 @6`25V@6,߸@6pr@6q+H +@?NF fޣ@`[?AzqA@ #&F@*sq@F@"Țp@#و +@#C4$@#ho@$'p??m)E`K*@A_{\Aoɂ@Un=F?@F@2 Ö@1gڞn@2H,`@0[n@0oNw@?b=F =\pp@ȨzAoj@ }F@5\ $@F@!^FQ@"mNG@"Pvl@# l)|@#6/C}?zG?=.FXT@?kJaD(F,ֻ@M^A5ZHǹ]@ +QjF@+A@F@"BS@$d8!H@$}@$o?@$P%d@ 333333?'ptMENЇs@5~JA)5@xF@[&9O@F@&ykl @'K.@&@'$5@'EŘ??㹱bkEgDv{@|pڨA:]K@uYuWaF?@F@/$b"@.2GK>@0_F@.j C@-5?Ϳ FɡEq%@*HAßCy@/q)F?@F@1?Iڜ`@0rP+@1'"w؍@0e@/]?S [ lEkAh@P`9A‘C@$~F?^ }@F@1BV@0AC@15~@0]UF@/4LN@333333?M};E;1&@Z~VACqM@!+YF@a6@F@%cr @&PИ3@&lW @&ʴ{@' + +P@?_OFV|@;CA3j@,ʏF@wd@F@#=@%KI-L3@$n@%e]@% CX]@fffffgȹ*E֨!5@5R5$Aތ'@cF@\ @F@'LJ@'dJ}@' y@'܈@'z@ 333333P|j@E8@Ȫ9j'AgJܹ@1eF@ 333333@F@&yL@'* q@'mcj[+@'g@'e?zG?7ELᠶ@X1YF(AX;A@)uYF?zG@F@-e[@-6,g@-PG9(@,AK.@,V~b?QmFXT@q7E#@"NE=BARae@EPF@c @F@'ҺKgZ@(i3K@(DeH @(w03a@('@?p-^}Ei8 G@A#rT@55NF@@F@*imm@*v[@*3- @*BS @*v9Q?ͿVBZE`kP9@A@-AU~:@UQqi-F?N1:@F@2]D@1g̉3@2H@0L@0o=^q@?sEfK@N AшWn@@7g,F@@F@*Ec:@*8!@*F +͙ë@*6@*7TB?333334e4E5-j@֘? 2AW +@nF?333333@F@6Mbk@44ZIЈ@5R'X@3pT\@2`5@?~;EItn@ˀAaxj@*YcF@@F@$L p@%;+@%1@%ܯ_@& ?zG?cߦFXT@fffffg?dF,~@8s5cAa@݃O[yF@ -\6@F@"N(@#>]@#V+X@#Ƴ/@$Ҋ@ +=p o\~EQ +@W}PAոD@CF@ +=p +@F@'~ك] @(BE@(^@(S9M@({.5??+E9F@@rAvkZ@\@L[F?@F@/נ@.KN@/[x@. džP@-hyhl?3 +bEKR={@rAm@ _uF?@F@4FUPj@2&㡔:@3@2u6FJ@1\D ,?fffffg%ě/ED;ʅ@aRkA +*o:@,?uF?ffffff@F@5},v?@3;뢆@4tЯ?@2;zg@1x@?;h`E&@7ŴAю}L@61F@@F@*Dei@*6@*Dur@*4jd"9@*5+@~,,E'0O@٘>B>/OAX;@ ogF?=b@Y@F@5lG|Z/@63@6c@60G@6#74U@&xE&5@|QA׫o.Q@F@ t"@F@'$;r@(X☠I@(?, b@(c*@({ [%??IEn~I@EA-#@1HaF?@F@, B('@+G@+n@+k/Wb@+9}Lq@Q? EAp@vM.A,=[@3IeF@Q@F@)F @)N @)=m @)s@)cx@(˝nE_` g@`ADZs@GѭF?ޤk@F@1n@1I=l@17';@1d@0!A?XZEn~I@EA-#@1HaF?@F@, B('@+G@+n@+k/Wb@+9}Lq?5>?xEEgDv{@|pڨA:]K@uYuWaF?@F@/$b"@.2GK>@0_F@.j C@-5@zG|?–2PEyUM@ł, A Q<@"_C'F@zG{@F@(o%d0@)ь#Nc@(?7@) vy@))PEKi?׮zG?_c4FXT@j;E/RKa@H@AYv0@'_QT@?ws9ߨE3U`(@8ٝ AUrv@!/F?^J82vu@Y@F@5X@6`f5z@6-gIf@6.XL/@6=c?fffffg?>UМED4Й,@% [Aá @zOxF?fgv@F@5}P@3<s"@4ueNJV@2F@1~? +=p +@9mFXT?Q쿮N FXT@wY,E7L1̒@գ(rA[\[X@ T9]T?0@Y@F@4״#2}#@6 k@5 +&7@6,1l@6mF@?ը@FSH&@&c& +A| @ Dv _F@M +$F0f@F@!HX|@"@" @"߄a@"t@t4e&E8Ĕ*@ÇLA8 ?Y@3MM[F@@F@)'u@)d@).@)d[@)>|@/lEo2z@Sq?iAԵ\2@1cnTF@@F@(:4ԙ@(49#@(΂T@(b>m@(׃-?,CJE5R@'dAW@( + P5F?@F@-Қn@-08]q@-Ⱦ@,d"@,>7^6@?ePL@F@%Z,@&& @&idc<@'@';b?fffffg?NKEEf\@;H;A%@ F?ffffff@F@8rvQ@6 /@7l6,@5@&/T@3^@Ωc jEox@)\A S"@ qrF@徠K@F@$= 1-@$hv^@$q^@$>^V@$.w/I@ + +=po,EϖiSn@CAZLΜA#SSt@F@ + +=p@F@&n6+@'$˿S5@&\@'8k&@'j/@p +=q?IR{ EXÖXp@ı|WzAK&L@"P9F@p +=q@F@(@)Hk-@)1C@)RSP@)h@vɏFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey?Ϳ5{5mE$R@poAK@;BF@)S9@F@+f [@+LW@+o@*Ǭ@*)SX@ 333334X c:$E^.@þI%Ad$@YZ@%M;5A@%ӎd@%40@?LMEc@=50@tRpAt`ȹ@/kSXF@X}$@F@){@).@)̔ @)5@)5sym??UER2\@]zIA\[nZ@* F?@F@-D+@@-Sc@-]C6@,P@,@8@ E҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜@ ?A` PEWc@jGAW@ir F@ y@F@%$@'>1@&)r٤@'0 VR@'iP@ ?jG$!E@>vƕA=̏{@lF@ |}At?@F@%$@&@&NH@'ұVB@'GP L@?lp EW@ +90ҙA*f@3zv3F@@F@'6S@(h@'}u@(#W@(O?zG|ٶ |E r@^D(XA h\Ӕ@cc~F?zG{@F@//e@.ܝE @/fıy_@..:j|^@-U5?fffffg‰jEG|@/R A̶+pgp@4V~nF?ffffff@F@.3O @-ȩorL@.ynd@-R@,*d? NEܜq?@}cAΉ`@'ٲ:F?86@F@-/:w@- NY&O@-%Z@,elE"@,7@fffffg? +xE#Wu@v%|A?Iu @ 0:F@ffffff@F@'@(ohN@(E0ʂH@(O0%@(˂9V]?QR*`/.Dm=@|׉gQAn %@ !F?QR@F@:˱,@8kMO@9h}]@7FS.@576v@Ҕw@Fr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@?혟.{XFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@\(ÿH)E\ ׹e@Sm`A!Sz!Sh@2&F@\(@F@)I@)3|\@)ģ@)^ﺟ@)p d?x:EKR={@rAm@ _uF?@F@4FUPj@2&㡔:@3@2u6FJ@1\D ,?̿LEP5K@1nAxʂ!?fffffg?S6UE@;H;A%@ F?ffffff@F@8rvQ@6 /@7l6,@5@&/T@3^??ivEH[@wn>A΄ @'ʹ7F?H&F@F@-nZ@-z]1@-t@,}sLE@,7~A?#zE'ue +@\A RiR@A4F?@F@7l ;>@5 +iZ@6jg?S@4@"PF?fI@Y@F@6q@7nj@7/YF<@7gLE@7;ۻ2?fffffg?aaE@;H;A%@ F?ffffff@F@8rvQ@6 /@7l6,@5@&/T@3^@?0ĽEItn@ˀAaxj@*YcF@@F@$L p@%;+@%1@%ܯ_@& ?Ϳ3E"p8OA@wzA-"c@mMIhF?@F@7Ak@5`Ks@6ܺ@4ŕ G@3GǑP?zG?8 FXT?333333[O EuyûN@187A$ O@'[EF@\ 6@F@+(+nի@*ɽ}@+980@*6y0@)2?GzHVf\FXT?fffffg?BCLA`E@;H;A%@ F?ffffff@F@8rvQ@6 /@7l6,@5@&/T@3^@t vFXT@ +=p ?/̷EQ +@W}PAոD@CF@ +=p +@F@'~ك] @(BE@(^@(S9M@({.5?ffffff?8AXEFgPm@gAR{6@0R@F?ffffff@F@,T@,)蓄Z@,&h#|@+M#@+ @?xQEA~@ +`AWB\1@ /!ǩF?@x@F@4ɺ@5@5".@6 %-`@6Tv@?e] E4#D@߼8&AU4\@!H D0F?%[[@Y@F@5"Si@6iEܕ@64e>urZ@6V@6¼@\(?tJ©8E\ ׹e@Sm`A!Sz!Sh@2&F@\(@F@)I@)3|\@)ģ@)^ﺟ@)p d?ͿMÜEqDq~@/R5AÝJEdi@TMPF?@F@1?8@0r64@1'z)S@0A@/^m蓼?=p +=?.%?E1wEg@JnAJ;@:RjF?=p +=@F@6ܚ@4za@5N1+@31b@2BV@3E.K֑@OX AZ%@ p3kF?64K@Y@F@5,K>$@6K& @6&lfC&@6i$@6댛 O@333333?]54E;1&@̻āAٔ*@q$ZF@333333@F@%m!s@&)[@&|yqoO@&܄;}@'ZH??4HE4zb@HAЀi@4F?@F@+~b@+҂(@+_kL@+MCS1@*%S@ ?brE@\򩓻A5H@zaF@ @F@%ޢ]@'5~@&v@'G@'M$?fffffg?&E(_@%A̍)7@9F?f9@F@.,@-7bw@.' ԅ@-[O't@,̆GI)?ᙙ?}?E/& +Km@RUfUA}%@.#F?ᙙ@F@7-@4$5@6:ҫ@3'S@2&+?(\)@9mFXT?Q?aE`FXT?zG|?QNڇFXT@ ? {gE|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT?yǍ>EgDv{@|pڨA:]K@uYuWaF?@F@/$b"@.2GK>@0_F@.j C@-5@?.{H@5 +iZ@6jg?S@4!?̿ovQEvl!<|@CoyAIJ/0@44"ŹF?@F@+Y$9@+Yj@+@+6+ @+&]@?E&@7ŴAю}L@61F@@F@*Dei@*6@*Dur@*4jd"9@*5+@?u]EK +G@'K*; Aڴ捼@:@&{@&B##@&;@҄%Ef:~a@ kƥ}ALyʍ@ҦoT?MjOv@F@)Ρ@,҈ۜ@+ņm@,Є|`@-]yt^@?eF9h@L!DA@ )m@ W@E|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT??hE3 @EÈ(A{x0@(gbF?@F@,1O@,mA[9@,9Z@,! @+!>!?0$, En~I@EA-#@1HaF?@F@, B('@+G@+n@+k/Wb@+9}Lq?zG|@9mFXT?GzH5FXT?:PE'ue +@\A RiR@A4F?@F@7l ;>@5 +iZ@6jg?S@4AAeT@x@ R`F@32iߗ@F@#ǛO@$~cpm@$FsN%@$3i@$#lzM??k|* `EQU@CA@)qWF?@F@,.`@,oLH[@-.$@,# @+A@O(Fr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@ۀ}r5Fr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey?ZE]"M@:A! @0'ɜF?@F@, Y@+wO@+c@+h/9^@+7z@333333+|FbXIP@h}A!W]q@ %"aF@$|3rS@F@!){!@")F3@"TlҒ@"2)@"F +?GzHգ3FXT?333334?=t0E5C z@ǂ]As@X5F?333333@F@6dEItn@^RqAЗª]@ A{eF@PtdU@F@$5G@%~z@%{x(3Y@% @&ԥ?ᙙ?&sE/& +Km@RUfUA}%@x욜F?ᙜ8"@F@7%?@4zH@6:͘v@3'Z@2%Ei??-4QEQU@CA@)qWF?@F@,.`@,oLH[@-.$@,# @+A?QH`6FXT@?9F Dμ@ȁ6kLZAwVC@ i<F@)ϯ@F@"8XP@#I@#~ʉ@#ʷ^Aeh@#-=@ u߉݀EA{V@)vw_ A甮W@ZL )F@X@F@%]^z>@%+ɛ@%@%}!@%q@p +=q=(hEXÖXp@ı|WzAK&L@"P9F@p +=q@F@(@)Hk-@)1C@)RSP@)h?333334ԩ'{X(E5C z@ǂ]As@X5F?333333@F@67^6?[G˰FXT?=p +=?ʇ%E1wEg@JnAJ;@:RjF?=p +=@F@6ܚ@4za@5N1+@31b@2BV?ٙ?7ZiE\3@RA[nӒ@bF?ٙ@F@8a66%@5k @7a@4ciR@3LqD@?QI6E/}N @Šn*{AӓoK@@0_F@.j C@-5@ҾE43r@@vkAX1f}@ 4T?.3@Y@F@5E@6BFXT?׮zG?ssFXT?zG@9mFXT?QR?ـKeDm=@|׉gQAn %@ !F?QR@F@:˱,@8kMO@9h}]@7FS.@576v?zG|?#|)]0FXT? +=p @9mFXT@\(@9mFXT?̿Ǚz,??ME:_K@! A#d@(.=F?@F@-wȉ@-5R@-ǔM@,fZW@,=vR?nFXT?ᙙ?TE/& +Km@RUfUA}%@.#F?ᙙ@F@7-@4$5@6:ҫ@3'S@2&+@?x4YEA~@ +`AWB\1@ /!ǩF?@x@F@4ɺ@5@5".@6 %-`@6Tv@%.cEdz@/A]IAՂSl@t\1NF@f;@F@(huR@(3β@(w 0@(V@)w@ͿaHfEjMn (@XvA܀u9j@%lF@ͅYq@F@(9wg@(&9%@(5 ~@(#_O@("j1@ Ϳ"@Eκ@ +jگA'F_@̺F@ ^@F@$K&@%hZq@%GB?e@%sq@%ۜ@ ?֔ E|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT?333334vW9E.J@1'A>,u&@ŠF?333333@F@0D'D@/iGo@0H@. {4Q@.p@?6:FP"H^@k"A#?y@ DX5F@"|\f@F@!@"s@}@"J<@"|ۥ@"{,5@333333?<UlF(P=@xA;d@ 2n +F@,<@F@ Q2@"R@!lJ@"pUuA@"Ia?陙?OR|ERl +*@"aAg,Aõsw@UF?i4/@F@5 +(K@2T@3U@10  @1 bf?GzG@9mFXT@ ?3j' EN@ɣD*A'Q^@'~zF@ @F@%>v3@&RC&@&QV@&fh_@&@?0@flE+P2x @s.AGr@"Q9:F?;%o@Y@F@68|@7n7q +@7/*Gg@7V$@7_GP@?'{AxEK +G@(9;AڳЩ@>2F@@F@$f@&gf)X@&/>w@&ɲM@&v@?`LLlFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@\(ÿؕ;o[E\ ׹e@Sm`A!Sz!Sh@2&F@\(@F@)I@)3|\@)ģ@)^ﺟ@)p d@p +=qa%EXÖXp@ı|WzAK&L@"P9F@p +=q@F@(@)Hk-@)1C@)RSP@)h??@GEUJGj@K uiAw@B eYF?@F@.8@.'~@/Y1:@-b6z e@--]@?7|d`E7@H›AY/\+@ =ڔT?s@Y@F@4ᰤ@6 -@5q}C@6?7Ѫ|@6B(@?ڿ-Ei8 G@A#rT@55NF@@F@*imm@*v[@*3- @*BS @*v9Q@ ?ȤE|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT@ ? @E|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT@ ͿvcFTJ`E-`@o/> ~hA@c5F@ @F@%0tT)@&?Te@&PH @&S:kh@&N1??\(?7!-Ew0cB* {@3]A/f"@۽̼F?\(@F@03܂g@0!m@@0D@/h+@.6}s;?EQU@CA@)qWF?@F@,.`@,oLH[@-.$@,# @+A@6?ԮuE,~>@;xPAZo*@ @^VE6C=?@)|A\+ @ cT?蔯O M@Y@F@4؉CZK@6ahp@5٤Ql@6$:u璽@6dFt@?h6@F [o@ʓNU,Ak@ ."@F@BAG9Q@WcF@T*#@F@%"]'oe@&JE@%P0S@&1M_0@&`2uIz@ 333333?#)EF&:j3@Ȇ4}ApO@ F@ 333333@F@&0ks@' (X@'X7@'{@'ͻl?񙙙FgEv4wr@E+A 5C@j F?hq@F@0g#Zh@0.xVJ@0׌Vݐ3@/`$}@.!@ ?߀ˆE|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT?Q?Ĵ(̂FXT?zG?%$6ELᠶ@X1YF(AX;A@)uYF?zG@F@-e[@-6,g@-PG9(@,AK.@,V~b@ ?fEWĈ@ɤRYA#n@'GF@ @F@%>{@&SD4@&[ %@&g0@&] ?ٙ? !PE\3@RA[nӒ@bF?ٙ@F@8a66%@5k @7a@4ciR@3LqD@NH@E8Ĕ*@ÇLA8 ?Y@3MM[F@@F@)'u@)d@).@)d[@)>|?zG|6lFXT@ ?4C%EK2 @ƥ9uA%l@.gUF@ @F@&g{a&@'u7@&m=:@'*g{@'Mw|@?г/cE&@7ŴAю}L@61F@@F@*Dei@*6@*Dur@*4jd"9@*5+@Ϳ흪-ZEfK@N AшWn@@7g,F@@F@*Ec:@*8!@*F +͙ë@*6@*7TB??±p@F@+ƤC@+Q4gY@+;ߏ@+&Ha@*,@9֌-Euўc@&'jNAL@s!?ٙzoXE\3@RA[nӒ@bF?ٙ@F@8a66%@5k @7a@4ciR@3LqD@?E,O@O<wA՞}@ w$F@@F@(sK@( /@(z@(f$@(j8-k@?&JE+P2x @s.AGr@"Q9:F?;%o@Y@F@68|@7n7q +@7/*Gg@7V$@7_GP?׮zG?߭HFXT@?+| tE*$B{@WlAG@x@"HF?0 @Y@F@6 kXF@7jH$۩@7+v1*g@7t@7??EmE`K*@A_{\Aoɂ@Un=F?@F@2 Ö@1gڞn@2H,`@0[n@0oNw?fffffg?TdVؐEG|@/R A̶+pgp@4V~nF?ffffff@F@.3O @-ȩorL@.ynd@-R@,*d?fffffgzED;ʅ@aRkA +*o:@,?uF?ffffff@F@5},v?@3;뢆@4tЯ?@2;zg@1x@\(@9mFXT?GzHneeFXT??Ч:E"p8OA@wzA-"c@mMIhF?@F@7Ak@5`Ks@6ܺ@4ŕ G@3GǑP@ + +=phEϖiSn@CAZLΜA#SSt@F@ + +=p@F@&n6+@'$˿S5@&\@'8k&@'j/?\OFXT@GzH?-&EBZSI@ֵAm[@1knHzF@GzH@F@)I0@@*ȅ<@* Qi@*0.ա@* Lؗ?E5R@'dAW@( + P5F?@F@-Қn@-08]q@-Ⱦ@,d"@,>7^6?fffffgYpEf\@;H;A%@ F?ffffff@F@8rvQ@6 /@7l6,@5@&/T@3^?}݀̀EkY%@В{A{@$g>F?K<>@F@10-C@0D@1Z@0]zv@/8L@Ye)Fr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@?!@ [F@%64@F@ 7:@!@!Tz@!%@!??ɀEKR={@rAm@ _uF?@F@4FUPj@2&㡔:@3@2u6FJ@1\D ,@ikkYE҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜@Ϳ5;}EfK@N AшWn@@7g,F@@F@*Ec:@*8!@*F +͙ë@*6@*7TB? +=p +@9mFXT?GzH5sEtPwI y@xmKAb#, @ѫOF?GzH@F@1[c@0Ht')r@0 K@/YI@/m;?n#0E:_K@! A#d@(.=F?@F@-wȉ@-5R@-ǔM@,fZW@,=vR?QRad"4Dm=@|׉gQAn %@ !F?QR@F@:˱,@8kMO@9h}]@7FS.@576v@ ?.PpFEO@@êiA:'NC@ 06|F@ @F@&GJ@'p @'2d@'ı@'2??[`BEqDq~@/R5AÝJEdi@TMPF?@F@1?8@0r64@1'z)S@0A@/^m蓼@?\clE9S"V@s|'HA֐T@ 0ˤF@ -#N@F@'Nq@(r@(S`x@(2p@(2??rDEqDq~@/R5AÝJEdi@TMPF?@F@1?8@0r64@1'z)S@0A@/^m蓼?fffffgdewPED<'s@zȃ`A q5tj@F?ffffff@F@5}ɰ>i@3;qo)@4tΥ'@2'P @1LM{?fffffgj6nkdED;ʅ@aRkA +*o:@,?uF?ffffff@F@5},v?@3;뢆@4tЯ?@2;zg@1x@?wWV@E҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜@?͌B7E4#D@߼8&AU4\@!H D0F?%[[@Y@F@5"Si@6iEܕ@64e>urZ@6V@6¼?QR?iD0Dm=@|׉gQAn %@ !F?QR@F@:˱,@8kMO@9h}]@7FS.@576v@?cdQE҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜?GzH?: +FXT@?Fr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey@?hͧ^0EIe[e@ZABX 3@ۥF@#п@F@$a]@%y@%CF=:{C@%nFk@%)AX?zG|?jZFXT?@9mFXT??Ŀl/ER2\@]zIA\[nZ@* F?@F@-D+@@-Sc@-]C6@,P@,@8??ѓ'!? +=p +@9mFXT??ݗn<ڒEKR={@rAm@ _uF?@F@4FUPj@2&㡔:@3@2u6FJ@1\D ,?Ϳ劾9-&E/4?@]-ABd@;Y5yF@X@F@+F]@+M@+靬=@*; @*Rq@郪HfFr*@G?A w@ ZE酟IF@o'=\@F@# +B@$GPeL@$kB_@$ +@$ey?՛XlEKR={@rAm@ _uF?@F@4FUPj@2&㡔:@3@2u6FJ@1\D ,?'@E +ꍐ@X>UA+H)n@y2F?@F@929h@7ݳ p@8kc:Kp@6C]'\~@4p]@333334?:ZE$-B@ĂzA8[#+@*0 L3F@333333@F@)'\b@)bRsf@)N@'0@)kvS@)tL@I*E;@ځQA,W¬T@P:CLF?ա"S@F@0Õ@1/!ao@10@2tH@2LQH@333333Pf`EtJ@ϔA⿡Л@0"F@#>ij&G@F@$9 @$iw`@$gI|@$Ѣ@$ƪ@?o@EqE]@/ՇA^a6@ \ -T?_o @F@3$O@433@4f@5W@5]PJH??T@YEKR={@rAm@ _uF?@F@4FUPj@2&㡔:@3@2u6FJ@1\D ,@?JEo2z@Sq?iAԵ\2@1cnTF@@F@(:4ԙ@(49#@(΂T@(b>m@(׃-@fffffg?i"F,ק@(- QA.@wlF@f]η@F@"l8P@$&==@#*/@$G !@$^ra}@?Y*EkpM@ƨ)^\iAT-ayo@+hF@ug@F@(e@(A@(}y);@(VW<@(rv?ˢ*t{E'ue +@\A RiR@A4F?@F@7l ;>@5 +iZ@6jg?S@4v0@'_QT?ɚJjKE'ue +@\A RiR@A4F?@F@7l ;>@5 +iZ@6jg?S@4urZ@6V@6¼@?ܠ5Eʟ,@Ai~3]@.hoF@-r@F@(&e?a@),3Ți@)@)77@)Q=DQ?333333?@Z-E"e%x@cU #AЭ(!Kn@BdF?4qp@F@+ h3 @*伄*@*"2@*ш@*|df?\(ÿ Ew0cB* {@3]A/f"@۽̼F?\(@F@03܂g@0!m@@0D@/h+@.6}s;?333334?ݻq`E_la@IlA c\@'!"F?333333@F@86ݞ@6%@7WW@5eD@4'K?ffffff<*E$lº@AяMA@/iuF?#=@F@,^@fffffg?iS:ErY@uLsA*2;@:\~F@ffffff@F@')MC@(.@(꩷ @(_@(kɉ(?=p +=?S*ØE1wEg@JnAJ;@:RjF?=p +=@F@6ܚ@4za@5N1+@31b@2BV@?JЯtE+\j@pZAZ0nХs@ ʍgF?#cW@Y@F@5>ut@6[Zg@67F2q@6xv0@'_QT?333333HLE6 q@ SA+eٞ@hF?333333@F@0CnɤLQ@/h=[@0H Δ\@.@.m)N??`HEMɮt@ˍt*Ak/@B[LF?@F@..W@.(3 Ӓ^@/ @@-@@-Y@ă"&E6p:v@"%A&;t@-T?ߤ?@F@)k@,ݺG@,36@,4)@-~s@ ?YkvrEO@Ÿ:̱A;%@ -6FF@ ҄@F@&G @'poX@'2d@'Ri\I@'@ ̿n@E˽@fAm[@6[yF@!Lƒ@F@$蹈v[=@%.@s@%)@%5mL@%D5=@?׵Yq+pERɿ@Akl{@ LF@8Y@F@%=&@&i.@&D=>@&/=%@&Ƃ@333334?dedE$-B@ĂzA8[#+@*0 L3F@333333@F@)'\b@)bRsf@)N@'0@)kvS@)tL?Ϳ5--]Egv@'&As%k@:vF?724~@F@+l3@+RC@+c@+*&B@* +?ٙ]E\3@RA[nӒ@bF?ٙ@F@8a66%@5k @7a@4ciR@3LqD?qSPEkؑ:@I{A“Xs^[@$?C%9F?@F@1`S@0q@1]0@0]yt[@/ 3@~Ezb/@L$oA"L@8fDkF@@F@*.Mw@* @*@*@*zw??g EQU@CA@)qWF?@F@,.`@,oLH[@-.$@,# @+A?ͿyEU{ov@FAYu@><F@r6~AN@F@+)w@+P@+sWK@+!W @*^P@=+DE҇VKV@ėS+PAd=@"jF@@F@'@(W&}q@(=٘?@(`"@(u֜?zGi.\FXT@ + +=p?,REϖiSn@CAZLΜA#SSt@F@ + +=p@F@&n6+@'$˿S5@&\@'8k&@'j/??u@EOxF1@ٶ-gA=3@/7Y|@333334J+EƲ0@Ă,AbE=@, wF@333333@F@)t5@)eRS@)Q-@)o.@)G@?E+@ +!9 mAFE@"nƶ&F?wF{@Y@F@6`-@7oh@70bRV@7l;@7ֹ#F?GzH5FXT?*v]@EKR={@rAm@ _uF?@F@4FUPj@2&㡔:@3@2u6FJ@1\D ,@ ?Ƽ^lE`J=W @ȸ~{`A1@"=|F@ @F@&y Q@'mjlnR@'7hh@'%N5J@'X^=İ?贎 E5R@'dAW@( + P5F?@F@-Қn@-08]q@-Ⱦ@,d"@,>7^6@?tEߠg@cU #Aoy@9XمF@@F@*VL@*x@*8@*iV@*Z!; @?BE:H@ 0AYVb@ wzT?ǣ @Y@F@4@6O@5>@6.qŊ@6qD@Һ1XEm&lf@¯7A@.*F@s"x@F@)v@)j@)^٩@)=_@))??[tR E`384@A~ KA8E@UO@F?@F@2o@1g@2Hd@0@{zW@0o5}?ᙙRvE/6!@gA g@uyF?ᛢ @F@7 ~ !@4$f@6|:@3Rm@2i?=p +=?yA Eue@rAа9@4ߔNF?=p +=@F@+E]@*r@+'8@*`v@*?333334=]E5u @ԙ%}SA;Y@SyBF?5Ԙs(@F@68@44wf=z@5f@3p{' @@2`$ug @?[;E+P2x @s.AGr@"Q9:F?;%o@Y@F@68|@7n7q +@7/*Gg@7V$@7_GP@?ƉDWE+`l@sI +AGV:@"Uk~F?E@Y@F@6h?@7n;s= +@7/.NqT@7#k@7 A@?ϏFVmSվ7@3BP HsF@hz-@F@(2=@#Y +@%׼i@ MeTv@lh@ + +=p߆F TEϖiSn@CAZLΜA#SSt@F@ + +=p@F@&n6+@'$˿S5@&\@'8k&@'j/?Q?y,tFXT?zG|@9mFXT@ 5.E?_@d*AAeT@x@ R`F@32iߗ@F@#ǛO@$~cpm@$FsN%@$3i@$#lzM?Q?G%SPEF^R@z꩝AK#҆@(Q +F?Q@F@,yX@,LAC@,R@,U3@+n/@?F7F + ߕ`@cEY)AФ~@]F@(Ah@F@#P:@%Y{pq@%a@%y X@%ǾV@?ϐE,O@O<wA՞}@ w$F@@F@(sK@( /@(z@(f$@(j8-k@ DȋE|@lJAܐo`9@@]F@ @F@&t:~b@'+@&į6M@';>v0@'_QT?p +=p.V`FXT@GzH?-8DEBZSI@ֵAm[@1knHzF@GzH@F@)I0@@*ȅ<@* Qi@*0.ա@* Lؗ@QUEC2;ө@ ,5Aܨ@Sì:wF@|`:@F@'U@'4n%W@' \@'d~@'O|@ 3333332Esĭ@ĕ %Am4;=@Uv0@'_QT@3oB dFXT@?V5ŃERɿ@AkK@~F@@F@%=݃2ڗ@&wcg@&DJSU@&x@& \ No newline at end of file diff --git a/Test_Plots/iso_8.20_0.00_02000_p00_IBsingle.fits b/Test_Plots/iso_8.20_0.00_02000_p00_IBsingle.fits new file mode 100755 index 00000000..a0fec2b3 --- /dev/null +++ b/Test_Plots/iso_8.20_0.00_02000_p00_IBsingle.fits @@ -0,0 +1,35 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 105 / length of dimension 1 NAXIS2 = 96 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 14 / number of table fields TTYPE1 = 'mass ' TFORM1 = 'D ' TUNIT1 = 'solMass ' TTYPE2 = 'L ' TFORM2 = 'D ' TUNIT2 = 'W ' TTYPE3 = 'Teff ' TFORM3 = 'D ' TUNIT3 = 'K ' TTYPE4 = 'R ' TFORM4 = 'D ' TUNIT4 = 'm ' TTYPE5 = 'logg ' TFORM5 = 'D ' TUNIT5 = '' TTYPE6 = 'isWR ' TFORM6 = 'L ' TTYPE7 = 'mass_current' TFORM7 = 'D ' TUNIT7 = 'solMass ' TTYPE8 = 'phase ' TFORM8 = 'D ' TTYPE9 = 'source ' TFORM9 = 'K ' TTYPE10 = 'm_ubv_U ' TFORM10 = 'D ' TTYPE11 = 'm_ubv_V ' TFORM11 = 'D ' TTYPE12 = 'm_ubv_B ' TFORM12 = 'D ' TTYPE13 = 'm_ubv_R ' TFORM13 = 'D ' TTYPE14 = 'm_ubv_I ' TFORM14 = 'D ' REDLAW = 'N09 ' ATMFUNC = 'get_merged_atmosphere' EVOMODEL= 'BPASS ' LOGAGE = 8.199999999999999 AKS = 0.0 DISTANCE= 2000 METAL_IN= 0.0 HIERARCH METAL_ACT = 0.0 WAVEMIN = 3000 WAVEMAX = 52000 END ? +=pE}3t@Q]+EAL@mF? +=p@@0 A3@/ 3'@06^@.v/"@-@ffffffE̿@uMCA֓8@/F@fa(9.@@(Ɠv#@(î@(]W@(#b@(ڌW1@333333E86 @$rAՌP@ F@333333@@)@)'0E@)$})@)*uM@)3 @E8mn X@R:rA>v2@ppF@@@*O"!Y@*٣S@*8Blґ@* g,@*-?\(E2}$@QsCA? N@݂pF?\(@@6ЀK}@4wM*#r@5Y02t@3t-@2Z %@E:=P@{{iaAV}8Ú@!!vҠF?Կ @Y@@4[X@66|1@5Q豊@6UF@69Gh@ffffffE4en@:˯ATg@!SF?ZAjTS @=sF?(\)@@:oJ@8Hv,@9~tY1@7e,s~@5 p] (@E\l8m@õE:#A%t"A@ijaF@@@(@(A@(t}@(o @(d?p +=qE@IdA&(^@14F?p +=q@@/v{y@.1{$Q@/+ukI@-S]@-^j9@Emn@c=CAZ@Ȓ|F@@@*Kȇ:@*s; 3@*1R T@*eϊ'S@*Vwk@F<(@[x#AT5ORs@ IF@UDR?@@#&JX@$.64@$T k@$x@$KN[? +=pE8av|@lNlAY +@+qF? +=p@@6u@Q@4ңA@5mMm@3OT!l@2=Ł@Ej%_N@' zA:B@1هF@ǎj@@(VMٹ@(`٦@(m)@(o d@(G-?\(\E @$c +A3z+u@F?\(\@@*2q+@*t+@*EHTG@*Ahg@*o!muo@F' Å@ iB ddt?b.F@hK@@' {i@"|$:@%!#dy@!uH*,@ Թp@ffffffFo@XGA> @ C)F@d2m@@#QX@$LL@#߬@$Wx @$= P@ffffffE3@ǟA.r5@YA]hF@d^ N@@$mb\q@%Nިpe@%p`~@%^R^@%{#T?p +=qEH=v@A}JI@-F?p +=q@@+$_ey@+%u{NjV@+} @*&U@*ѱ=@E4­@O+&lATCe@!`eF?@@Y@@5(up@6t'.3Un@6<͔$@66}@69@Efxq@D1uAXSҬX@ ϞVF?MˁF@̈~@@&$J@'RNJ)B@'(yFx@'`\!@'&+@E3')@6Q%ȀAUJJ@!93"K]F?)_@Y@@5&@6d>h@6/a @6go&r@6Ƴ3@333333EWa}.@ں|q%nAW+S@ ߁F?2I@@4&_I +,>@5X?DT@5?iV@5Ir)F@5"?=p +=Ez@JlAn~b@r=@ffffffEB'#ƥ @LtAV +@!ӋBF?ZqxB@@4y@5@5 "@62OX<@6^V:a@ffffffE0 ZU4i@DZ}"AQ5@!9”FF?ͽs@Y@@5m*2@6~@@6kR@6#-^@7Ⱘ@ +ffffffE砐j@@c,Aۂk@ހFF@ +eәo/@@& 5@&}E@&dJ@&+@' ?zGE(Ʈ24@A$"Ab@һ6OF?zG@@+b@0G'*St@.}y@.Ϗ +#@E(@@'yW@(\<@(B6@(ex@({:X@E)s0@Ė gAMܛ@" XT%F?C,zxl@Y@@5@7u@6/ + @701m@7u@ +?zG{EÇ@KO5A=#bA@w%I5F?zG{@@+j)1@+p.@+)T*@+?DQ@+4M#V@E(x@7aAOp @!뫍 +uF? @Y@@5]8@6Tv@6II@7X8 +@7c|R@333333E)³j@ AKD@"1= F?!6@Y@@5'@7*)Ua@6Q@7J=ŵ@7H]@E5@8dtA$$JN@ˁPMF@@@)Is@)Uas@)VĠ@)WzJ{@)]c@333333F2@3nB"NY%*? 7KF@(3)@@(l@"@%ub@!'Н0@ N&?zGE@hA;":/@ajBF?zG@@*w݄@*C&9@*}@*{@*d?\(En"@-$Aщp@t7FF?\(@@+wP-@+ʌ@+b[@*옑c@**I@E_ @KLkAB[@x|F@̷C@@'g T@'V}@'j2p@( 5BYW@(#zV@E+nҽq@㛇%AFc}@"~0cF?}2f@Y@@6tr@7s!@74z@7R,@7QW@333333E.Lk&@vASP7>@!kK aF?ͳ|@Y@@5^$@6,t@6m^2@6G[@7ֻ@ EnP@ǭѐ=[A6:@F@ 9@@$!@%d@%oދ"=d@%@%k2/{@E06x{@x{ AQT@!eXF?sպ@Y@@5p~D@6Z@6&zMt@6ݽ1@7!&?QE@!p{Al[@k;F?Q@@.Zlr@-(@.vͼ!@-"jm3@,@X@E(1nc@߭7/APl9F/@!֝1F?,@Y@@5:@6ᖺe@6w@7tW@7W8R<@333333E'ǂ,&@ԛAQa@!2RfOCF?C7!<@Y@@5e6@6lo@6ot@7 +-@7MǙz@E~(^@g1~6WA.CN@N@V=NF@9@@&?UNs@'=-@'j| ]@'q@' #@Ev ,9@ŬL>AmOj`@_ӥ]iF@z$LD@@'+ߗ@'@'ߦD%@'|^@']6?\(\EKC@ZJA'*@$ F?\(\@@.L8 B@-PiK@. G@,U@,[y?QEA@Y߿]MAR~@TF?Q@@,>v@,KNt@,-;@+!@+@n.@E4N/@ߧ(AU1V;|J@!EfF?`V. +@Y@@5"/=U@6hZ~@63@6fGk@6=@F!9 0@RS{BД$?J~DF@eO@@']'@"2@%DD'@!٤@ ;*?QE+RYI@p2KAA>@@jSF?Q@@,@zڡ@+w[sm1@,4C1@+ǵ6@+;/lR @ EI3@NC5&AW=G@s[ɉF@ "@@%j ރ@&;|@& F@&K,V@&q;?\(ErGਂ@}rA2<"@X NF?\(@@13s@0dϦ@1U9mP@0 -@/@*?(\)Er2@ITlA'@`PߩF?(\)@@/W77 /@.9h^@/J"@.LS@-@333333E٪Akw@ŐB8(A'@mG uF@3"@@'PpᏠ@'הk)@'?A@''u@(Qv8@ffffffEuV%Y@YLAҳb@{00(F@ffffff@@*4n@*Liʵ@*tGei@*>:{@*. @ffffffEմAn@ +"A}8@|z|F@fV?@@'}@E.͗>@7ASV@!{>d-F?Wh@Y@@5aV@6 Aj@6qk@6iO@7w*@FZ@^[©Av]@ (5F@HU'@@" +6t,@#z-@#W:=T@#Xȓ@#f2 @333333E: m&g@ArTRAV#@!- +#GF?C@Y@@4Xu@6:nB@6R$Y@6Zi|2@6?QRE~Y@sS QAR@0RX)F?QR@@-bLW@,s_@-7[j_@,@,\@333333EKF@a5'A׎0@z3wF@3-@@(* B@({[@(eY,4@(ݖ.0e@(*%C@ffffffE ^@܈7AX,Z&@ ,S1F?ygt~@@3Z:@5a@5 .|⇛@5uu@5Qk \ No newline at end of file diff --git a/Test_Plots/iso_9.00_0.00_00100_m10.fits b/Test_Plots/iso_9.00_0.00_00100_m10.fits new file mode 100755 index 00000000..e00957d8 --- /dev/null +++ b/Test_Plots/iso_9.00_0.00_00100_m10.fits @@ -0,0 +1,440 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 97 / length of dimension 1 NAXIS2 = 1384 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 13 / number of table fields TTYPE1 = 'L ' TFORM1 = 'D ' TUNIT1 = 'W ' TTYPE2 = 'Teff ' TFORM2 = 'D ' TUNIT2 = 'K ' TTYPE3 = 'R ' TFORM3 = 'D ' TUNIT3 = 'm ' TTYPE4 = 'mass ' TFORM4 = 'D ' TUNIT4 = 'solMass ' TTYPE5 = 'logg ' TFORM5 = 'D ' TTYPE6 = 'isWR ' TFORM6 = 'L ' TTYPE7 = 'mass_current' TFORM7 = 'D ' TUNIT7 = 'solMass ' TTYPE8 = 'phase ' TFORM8 = 'D ' TTYPE9 = 'm_ubv_U ' TFORM9 = 'D ' TTYPE10 = 'm_ubv_B ' TFORM10 = 'D ' TTYPE11 = 'm_ubv_V ' TFORM11 = 'D ' TTYPE12 = 'm_ubv_R ' TFORM12 = 'D ' TTYPE13 = 'm_ubv_I ' TFORM13 = 'D ' REDLAW = 'N09 ' ATMFUNC = 'get_merged_atmosphere' EVOMODEL= 'MISTv1 ' LOGAGE = 9.0 AKS = 0.0 DISTANCE= 100 METAL_IN= -1.0 HIERARCH METAL_ACT = -0.9761970853273753 WAVEMIN = 3000 WAVEMAX = 52000 END Dj.@oێAliS?,C@D2F1F?߫5 @57X@4*R@2AlǰG@1S<@/6μDE/R @W˥~FAŢ +?Q#@:v +UF?M*ݿ@5i=:RI@3F@2)I-"(@1=#ˤ@/ .%DTp2@>aAd?i`e@0wF?iA%g@5>_@3o D@2 RZ$@1#:*t@/ 7DTe@dcAڈ?KHx@&D{F?KpÙ@5+t,%@3J @1@1 l i@/mF_ D̪|@h`ApX%? M@,bF? Dt@4CzAQ@3` +F@1q@0ngV~@/EC'D?z9q@%WAov?wY/@XF?rHp@4ϩ ]@3q,@1q@@0۔@/!bDD蹱%N@E0TsAf+6?LGj@ +_F?庤_@4ȣkY@3X~8Gv@11@0 @.#DA [.@et~A"_?,lsXת@t *F?,iVn@4ؤJ@3?h+@1.@0vH*@.܆YPD$H@ȻAd3?ig'@' F?fO@4oLnE@3#F@1|1Qq@0t|@.1D/є@TcYA*{?ϳH@F?j@4N @3 CM@1e"@0hU@.kdT,D@ffAl2t(?M @0!NF?MSs@4/bs@2U<@1OR@0qs<1@.pB+D@OA8?,Y@. F?ᮢ~@4=@2Ո+G@18Z @0[#^I +@.K0$ED 7@cD^AH͒f?X @aWF?`6@3w~@2|q@1"(R|@0F|Ο@.'vD4p@3GAv?qJd@F?qk@3A@2G4F@1 +^@014+n@.DvD礤@X/MAֆof?יau@±3&F?וɳbx@3V/U@2A@0Q8@0m8X@-M~DLj:@jA 2 ?ÐQ[@F]_aF?ÐM9@3f N@2e_xq@0sĤ@/+?@-vq@MD5\K@JATjq0?ĐaX@AF?Đ]/L(@3^s/@2@^*@0mӽ@/91&[@-y=}DL lj@Wb)A-?ũP6@u) F?ũK*4L@32:@2n@0?WL@/{滑@->nhDXK@A:W +o?lp@e\>F?=}@3Q)W@1%c4 @0m;>@/6ū[o@-\E[4|@C\sA7?'B@]RF?'@2Ktf@1ǣ9Y@0Ila@.˾u@, fEFK@u>A. ?: +@{F?:̸@26@17 @0%@.q~Z@,J'E0h@G,QAuͬ"% ?ʾ2@o*xoF?ʾp*@2=.@1}4+@0੽'@.qn&n@,ST=Eζ<@A,.7.?39o@c3QXF?3).@2]ѷ@1^@/$EE@.8@,yRME 5Z\@ŀN`[A ֽ?eÜ@V0uF? @287rz@@1j6F?ө+eN@1x "@03Ѓ@.pv`@,f/@*W_VE?@3!Tp|A*}?8@h",F?]ńS@1sW@0ଞB@.gXZ@,@@*REൣv@9 !GA:?4W@z8XF?֗@1"v@0bo%/@.[8H@,\!@* m(5E!?@:UJYA|f?6:@ QnpF?2 +4a@1l@0i7:@.XFI2@,mc@*ӾۘE@Кq$@@P]F?%:@1}ٌ@04@.T @,p @*įr kE`={%I@=N# A^v-?6a`W@hF?6Vl@1{Mn@0}-@.Q0\@,E@*v6E xh@?!Av|_?G`@mF?G7H@1yo`G@0Zl=@.MC M@, +@*=TEE@AM>AId?X_E9@({OF?XZ\e@1w`^@0<@.J~n@,@*ESN)@C~VA!bT?iSx@v{Ϫ^F?i(@1uG$]^=@0ڭ0@.F}y@,Uo3@*㮵%E@F!\(AADX :?ԉKP@ } F?ԉ~X@1qGC@0|.@.?F@,ѭ{@*P#E[|S[@J&+Al?ԴKǵF@ +6;idF?ԴI@1kq=Y@0SK@.5 @,9Rѱ@*xE|@No A+&?ꕝ@.=ȦF?(`@1e*0@0{T @.+SeFY@,K/ߘ@**1Ew7?@T>Y˒/AGy6?&h @^dI8F?&<;z>@1Z@0q`İ@.E2@,@*xEt'E@`ѝAd]/};?Օٝ@hF?Օ@1L+$o@0c6@-f@,sX@*vL[V=EҨ䥡@fFfAyPD(?P%I@B F?Ke@1F@0^[@-,&(@,jW#N@*nKEtشv@j)A^6?>@(AnF?8%@1>L;@0Vju@-P2w@,[YH@*`E6)@nUA26y?)@ڄw0F?)rT@15!*@0NC.2@-зE@,Kd`@*P%t!EӠ}B@q_(-A8?TC%>@U:fF?T=t4@1- R@0F7Ĺ@-=+M@,>y@] +F?>37F@/_u@-e}@+u=8q@*rv@(^TE1Ga+@nHAtKE4ݒ@Ѓ>A)5"Ђ?%:@>|F?2 @.e\@-(dQ@*%g@)pN@'6JE6"8FP@lAi۳aA?WUK@8J8F?WMH @.&kk@,e-@*nz3@)J @'UTGE7bpl@ `Ak?g&@2eF?%p-@-5@,g!Z@*e<#A@)&eʳ5@'ΰhE8:R@4 >AW# ?@-V F?ثx>@-+Lx$s@,j +@*l@&VXA1?ᗒ@,QF?ᗉ ,@,@+cKg@)@(p]1[@'tE@IB:@V"RAYf?^@U*F?ٶ@,y_@+gE@)h}+]@(K̨#@&YyEA4ʝ[@VM AO?ooQ@ +R{F?e ޽F@,7yw@+5<K@)>i\@('өjQ@&Y?fEBDX@9Xi_Az1eG?Bw2K@ j]8F?Bl @+N@* 6@)s3/@( +J@&zECj 2@e~95AD?h@A"F?@+ZM@*p~U@(㯑#@'ָ@&iED67@gWA ï4?>} x@rԚF?3-@+c m@*ÿ@(!@'xHIO@&g"UEExd@VǘHmAMEaX?^ٌ@&4&lF?RNM7V@+$@*aK@(3t.@'a@&HZEG k*}#@*6Ajq?0|}&d@$m F?0o;ˆ@*޼b~4@*.LDl@(c&l@'jj@&)ϺEH4@ +@5A_O?uBР@ZF?u4@*"@)4@(4[@'B6|@&WQEJ[vw`^@O^GAP?C~@żx"F?@@*G@@)J@(K@''$@%䱻PELf֪Ѐ@YNAS3 ?',@ۢCOF?s=@*tf@)%G@'ؕ8@&G@%ïmEMF1t@8@AG#Ԗ?@e#)@JF?@T-@)-@)V4.K@'+9 +@&ˢf&@%FTEOsEj@oAnzu?䃱"@=F?䃠Z@)rʲ@)#!o@' +@& @%. EPnR@! An+?a $@T sF?O\D@)2h4@(Is]@'U3%$@&4ޜ@%bUKԑEQm@N5R+LAV՗h? +$0@ߺ淣@F? +!@(|Py@(dzW}@'/1[)@&]fd@%EJER܌f@|wA5j0?H@FL̕F?G,@(ɝS@(K21@' y@&>I@%*W)IES☹@ۨ,TAP;:W?uk3@F?ޘ@(xj +K@(s]#@&ۡ0@&~W@%0p EU]G p@CM;A lt B?T3X@c~F?í1>@(O@V@(Cj?6@&d@%@$狞UEVPd@ o"[AJ\eV?V@ԉ)RF?u^j@('v@(>Rp'@&_d.@%d5AO@$lT_EWS@7❤AM)?@i@`AF?@[#@'j@'EYr@&x5_`e@%}@$~sPREX+s @e@_AKsf?S @m؟F?9b @'=n@'>@&Sv`@%Ij|7@$T6&EZh= @"A%ȓD?Ճ @صF?h"@'w~`~@'pA@&/}F#@%w۬z@$ E\G@6%A}]TE?&rCY@A>F?%ɋ=@':x@'djJFe@&6l 9@%T$"@$b7E]pb/m@SA֬% 3}?v|M7@F?v]uc@'FCm@'6Pox@%NM `@%3TT?@$EpvE_È~@(ZA1I?Ɯ@́F?|!/@&u;@' yT@%(K@%b1fj5@$( !E`ʽ@XMOAu w?8@*&F?t@&[S@&9+@%,M@$sG @$ Eaް"@!^A'p?am@H 8DF?a}d-@&j Ka;@&`X@%{+@@$Dv@#'NμpEbE@7TKAC^{)??~U+֊@0WF?X-w@&5yA@&OxA@%V@$P=j3@#ԉܧEd! O@ AjRij1?`(8@Q,WvF?B@&!oU@&^R`u4@%4@$ glζ@#OlUEeeSz[@ų_pyAڏ?Mp@#kF?M~0.~@%ԇÖ@&3{y@%\J$@$r%D@#]IEfʪ"@OYEDAa`45?T6L@a F?5z@%@?@& +y?@$tKg@$TլTS@#Eha @~A`?G@ ɉF?崭z@%zoMG@%5 @$Χ$%@$5p@#fϙEi~)<@ndA"η?2`4@*u5F?2.$@%Mfl@%u@$!@$*@#L#NEj@\@࿝W^A ?y%@|tӖF?y@%$ե@%w@$v@#x@#2ٷElÍ]@JRTAnO?v@v]Y@"8@!baE{ڝmɍ@ 7FLAPbTl?&&@qsF?GR@#H @#!@"^g@"z'3S@!EE}l`:@L|VA”w"n ?g@ ?tF?}*@#' Nz@#L'@"R{n@"]6)@!W=E~]+(}@s!`[A"/?H0*vc@ ZF?G|@# +vx@#r'@"Wa@"CS)1@!nʶuEE]@ةAP+w?&]P@v]]F? V@"@#O,ed@"e!@"'@!S:zE۸z@ǂ/@OANgY%? z@>ƯF?(@"T^;N@#/JE@"y=a=]@" X'@!}ua?Eo% @AÍ;:? !Y@>9F?ݍ6@"~r&?@#tB@"\攧7@!m@@!eEE@$eVAѪ!9d?O +:@#4F?NŒ @"m׵{@"X1ͥu@"= r@!թu/@!L'EGl@`CA"<=Y( ?jbp@ɃqXF?2!@"i,@"op +@"@!3J@!-HDEXNG[@uA_]d?@@#\F?𲧢Z@"Km(h@"D@!uE_/@!;k@!RE@i)rAğƐ?tJ@o@F?1fRq@"+~a@"{ >@!j5@!zؾ@ aE哏QA@Q5A]d!?;G@F?X#@"!([@"OE8N4k@!iF#@!WpCy'@ D>nEe-@Gd+A0rg?Q5% @S6iEF?Q"\yj<@!rb@")@G%@!A:Dl3@!8M:@ ç5E+ +el@n~Aqg=?VP!@%JF?GJ@!4{@"|@!mҲ@!3O@ #E$r0E@8ѢkAŹ/B?ڛ@CF?oi@!X@!pqJ+@!Dܫe,@ Rx@ _ Em &@@Q73A +3?$9]j@3G +F?L@!dkab@!^Cx +@!3Lc96@ ͔@ bu1EתQ>9@"@3L{hF?L@!FLe@!q]t@ #D@ zߴ@ LOu2E @T,A]c??@F?[ߠ@!'+s@!L)@ !^@ ׻@ 5v$&EnO@@<~AƊF{U?ׂX@QpF?-U@!_G@!#R@ 庁@ n@ 0t1EQK@Dm.AƵ3-O?P@F? B@ ݼh@ ep@ q8@ Kx@ jmfbE@&~FA0wc?I}ۢ@6hZF?H斨Գ@ F 1L@ Tc@ Z]5@ &:Ҵ@3G_;E+;3.i=@~ךA}z^?~d.@Fs7F?~c@ ӯWc@ nBG@ < @@ +`9@LEb٢6@wgAyq!U?n@`!ϙF?_`r@ xUݮG@ |C-C@ ^\7@|@uR5E}@aaA;e98?Un@hBF?Z]@ Y4/T@ W@I@ ?傍@|G@K6[ɯE1@OA`iX?+AN@LF?+0@ 4ѸE@ .;:@xi@xd"@ XE3W7D@-KADŽBU?fo;@zh F?e +md@ @ +Z@M !@E1fZ@GE"[@$&AǦx 3?/Ԛ@MF?F-@@ْ>@Rt@v@3"NE*p%@FvAeA?ϰr@\^F?@lkY@_,@!੅>@hp@&bmE+4-,@AA]an?ZH[;@gkF? }~.@} 1@Y8C@铁u@] U@.DEt#c@R@ktGQEq>@²`0ANΎ?%np@bdF?#ٞ%z@u咶_@vLL1~@[K@X/r@UV Erݓ$@¸YqAA̍'??@`9C@\뼸F?>W!@\@^p)3,@EAaj@B*!@?KprE@>@¾tAf}?[wK!@VF?YQDT@C23o@FWUŮ@-1_@+'@)ƊmEp+b/@iDA 9?skX `@Q);qF?q4נ@,2 +@0(N@Tؗ@zGզ%@ϫCUE첲9v@\A>ˀN?lH@Lk:MF?NZ@%D՗@$'/@#@TY@ozWE6#n@Aq53?'X]:@GF?='7@ ~'@l@ڪaK@0@-EE@ɺ2 AͤfP?D`y@CՅ F?fh@5nO@: @xI@IT{@qIĘ@@*ΫsAAW;?i3\@>! $MF?D@_{W@+@NZ@@UyEPeu@'>A6; TS?B@:@5x*fF?@bŚ.@Vt u@PeqH@) S@C3gEj^B@ ,HAΞoش?`@+ɴF?\B@^@Hk@&I@F|@<#7QEy2"T @O0rA V?۫@"kF?9@۫@w @HB'@~T:l@}u)kE|&@gAz{?@v>@F?>Q @l +@r(I'@`IE@_u@^ʯECS@ˑOA4J?]@1F?Zv1P@QT@V=U@Ep9ui@DtʝT@C6$[EE_e@Pa\A\hB?o\KdN@ER0}F?m . @@8"Ш@E->@3@2ܽ?i@1(PEI QX|@Vދ'A8XS?7`@F?CA@/@3Hn@!O@ Z0@jE#{:@‘ dA]#g0?3@. F?=0RM.@@!AZ`Q@i@wGi@ _ +dE4P@¿4\AЀa#? }/@􍒃 +IF?nܠ@ هO~e@}t@6=]5@0@&EUߊq]@º»=TAШ1zN^?P8 h@kwkF?U@^t @sN@젃@a%@GB*Eu~@@µ8jA!?h@䄦2ҵF?ʁ@g@LM+M@եnߘ@Ӷ?`@sTEAp@®՜TA1 +F?R@ۂ(ZF?11}@`k@й*}*@J6@.'@_EHw@¨vzABO w.?q@fF? JD2@]<@U q@B@ @jEHkI>@Ÿ}ddAтR?n]@48)jF? l(@@")C@x@.@IJTEpBs@–)A!?,uwN +@OF?)t|@\@Z7@pDR @m,/@fl |EqE@ŒK,A 0V?E~Le7@2F?B@rcn@hN.@U|@E@QCw]1X@IE+@ƒ5:rAB"aW?YA}@nԐF?VxڗJ@^H:@Sqq@?h:@:ָ0[@2(/EOlS@{{Q$As Z?i:@xw F?g#Z@N>G@AD p@,@Gx@'*?@ +GQvEC5@s45}AҥӢ^?zr2@(:$F?wO0@=Á(@/-@uU@VȻA@ " E +4x@k/bAp? @DF?6t6@-ʤ?@ײr"@Yl@ɬh@򡩭Ex/y@c EFAH0? @t74F?_LD@ g@ z~2u@]wI@!t@gr/)EfHy@[L},A5I?akß@~ F?a.c@'@ؗy@-_@^b@FEd@R"^At3?Qj<@tb!F?)HX@ +ix`@Hck@_(@+ޢ@.&jEr{@I{eAӴ| 1?S@jSF?̱@nE +i@Ϭu_@(p/@ek1@в/Ek@A89tAJV?֎@`~F?_h@%4i@ @e(@-@rvUE:@9nfA6mE?x @V?2F?9X@!@}@@ul]@G+@n= +QEcg@3ŌAxț@? I@Lf qF? +K:-@O@ݵ@ni3@fI]Q@UPExzy@1C_;VAԵh_4?"9a@C˒=F?b#&@4'@pG[dW@VIԦ@Mf@6v@@-}@7esq@&юPEia+W@>qSAu/?F4A@9z2PdF?B#@a#@FKʣ@/$@'@p8/EHQ@LF+ZA ?Q[/U@82F?N^@PW@8S;N@#n$@ @8E??@\Lj7lA'?ZYD@: F?Vǻ%>@C<@.>@ +F@ E7@ @ꡯEwC@n:0A&A?`@~@ɳ E>&@_AmSA?e<:@?h]F?a@.t*4s@ b@Waf@nIg@1Ee T@’VAi?iho@BF?eWǫ@%Q@U78`@r@s@EˆQg^M@¤vz(AS +0?lz:)@FUF?her[@@(@$|h@ڎ@(p@19EEªH|@¶hAԪ{Ļ?o8[9@JqוF?ke{@'əe@؆O@Eb@o@ +1 bE|H@ɗaAԓT?qeI@Nvz +F?mC5_L@{7@\q@ +@- @ pEnQ@=;A|6f ?sCg>@R9F?oR@6T4J@'W@ +@!X@'K(E +e׈J@LAdw#B?tމ@V@@;E@#NmE< @ÁHrAӸo[?|+Ip@t8F?xy\@)p)@3@ǽΞ@T@%v E3UPi@ÓfRAӧċf?|8-@x +F?xT>@MZΝ@ G@c9Z@\@&ЧEW^@ä_AӖlːF?}!P&s@{cF?ynr{@ ^@[`y@@SڼZ@(%VW]E|*Z@ôzAӇo?}M^0@}A5F?y eB@@6(@-@j(@)I{tEĢɚ)@qM Axӑ?}~@K|YF?z2N@ޓu#@y@ ײה@񜼱@)$ыCE2 @ky;]Al??~:(_@dF?z<@QO@Ac@ +I@=@)6ESf@ OA`XIE?~}@^`qF?z>-.@ : @ )@ +F>@ +F`@)(E8@=AW7>?o?~i%@fF?{{L@I2@;@ =K͏@>^H@)7=iE3{@ԕAO ' +? y@YyF?{X@f"@//@롈r>@uC@T8U@(~ EQTX@UsAHg;?H_Q@sF?{^c?@7'@ 4@u1@'Y@'wEiRz@r.ACL?~wn@u6F?{ɏZ@@4&@dY=@Ui+@'W9YEy^@ۃA@h?WL@ϏF?{i$@@h&@o09*@ڄ{@& I!Eŀk"-@1-A?p?.@+F?|(` @w}A@k@K@bq@&XNE}-P@l;.A@XyB?@@(=F?|P@)@F@![6]@@&=̈Er;&@4vABU\?*׌=@?F?|t@3O@@Q@fK@Jx@&gEas*$@ rXJAEK?K +P@/sF?|@>nO @qY@ńߴ@(@i@'_EM!A>'@06AJ\c?j4@D.F?|@@S@@#@'A +E5.Yj@[8 +AQ-?H O@Qwl F?|p@믷 @uQ@@4A@'7E*@ +çA[?b@euF?|IǞ@Fbf=@h1h@",D @u^@'$ΙE=J@^l=Ai7+8?n-@;M5F?}{@@b;v)@\7@ 5V@%HEB~@֔A}Gl7?87F@F?}>r@Mdɗ@,@`1>@w9@!Z%E8@`U+7AӗU@?!,Z@{+dzF?}jM\@r@+ @#G@%@:E)@úGPAӹɠ?Q]Ԅ@u & F?}M@M<7@;!d.@ y@ @6@áR6 +AZ޵?+L @fH~gdF?~:(@v2b@Nν@n@o2@fE|ø@×0-A?lل@^`F?~Gs-@̸@@69!9@ͣc @LVI@wEůޣ۟-@ÌClAj +F?F@VmpEF?~Wv@v`@p¡@Ip@1@@u=E\{@Á|!Aԙ78?E*@NF?~@k@ @~@n .@E 8]@u [yA Vf?p@F1<!F?>W@b%3<@U@Mk@@E2=U@h| cAֱ?fK@?`t H.F?@nN@Y:a@5@2u@~F?K*@;{@Z/F@f:c@kZ@r +4REԥobY@%TމAJ?,Z7@"~!F?D؉9@5@pT@P 3@[@`Cud@eDޡEC)@(A:?%z@CjF?fto@/FT@F6@Pa@T.~@X}$E y<^K@ +B:A/-8?{_@ ~F?s7 @)ym@=CNaU@ES@IL4 U@K32E(M@RdA]?^>@}F?@o@#+t`0@3.[@; |@=䗄=@?[[NEDgd6G@NuA֌?ؤ@!+F?@3@*<U@05h@2z*@2,.Ea<+@JD9Aּ4?y@-:"HF?R禫@@ @%KtP@&@%CE8{@DdGAȾ̢?=[@F?@ pӓ@ C@25@0@ѝvEǝi4E@;=AYЄ:?zN@-aF?'Q@ ;@ Vք@j@\@ wEǼOHj@µ7APSdC?7xі@6F?h@N n@T@cbQ@rȚy@ohD,E@§X0pAׂ/a!?K ˷G@Q)F?yJ:@@W@|@ƥ E@klH@us.)E$T.`O@ƒHuAddm>?^A@4F?=@@^»@vW@G@ڐT@à?Em조ю@_/fA؇P?Aܤ@jnvDF?#e@@Y=@(@ˆQ@B2 +@c]YEȲ( @:3LAd~?ty@Dy'F?`z @@%v3@Jg@h!@Z@]\/xEQ@csPAٚrf}?^P@\!ЁF?X@@y/@5@w@%@p;R\E+Ҳ@UA(?kА@̷1HF? @@3M@,@wL ج@k7pS@R;߃E`9@܁RAںaG'?GA3@69F?PQ@@統_@} hr\@`dª@Rm^^@4#QEɐiT@dAO@hgEɼҌ)@sDA_{?#,@_}WF?`@@ y_@]6Y@5cY@!',@7iESx0c@J&]qA܂gx?oe|l@bUF?iZM@@2u,@P@"\@ 7\G@h1ְE_$@!9M)A!f;?/e@<,VF?u@@0G@D/_@B@V#@MaE(n?@W͎lAÖƢ?e廂@2Qc{(F?W]K@@rV/@:j@"!@Ta@EE'@ދ0Ah~=P?Ÿ?@ Kp|F? w@@>Q@2a쀗@w&D@@c`mE\\s#@LAi?Ĩ:@ ʡlF?a]@@RZ>@,3QM@<@ku@qEmO5@yzrA߻$C?ƈjG@ BF?nR@@>K@(A@?I.@UB=@Y8L>E(@OTA5Ң&?QlFV@ mt3F?4kj@@]@&fY@M~y@R@@Eʎz@%TMA0⇈j?@ Yj`1F?.d@@e 4@&(ej@ +)@7@)@qEʚ @KaA Of?˛O_ @ 3TmRF?x7@@Ve@(@b{@w؍G@Eʥ|@d1AG*I?!AH@ JxF?Ɂr@@*}@,)k@Z|@i}s@>AOEʬ +@P[6Az ?Δ M@ TAF?kwxT@@O_@2eG+@~Q @] +E@'TEʴT*@C0A#C5? Q&@ e-F?ϭx*@@+ŏ@9s[@v(@Q +v@n>ADEʺ$L@!tAh_A?ZNtk@ LF?+u;F@@,I@BD@9@E.@=m ȳEʽ>@\dA?ҫ:@ xڍ]F?yg@@u@Ob@$"@;@@ +kEʼq9c@ zUY$A1j?,J@ T +LF?ϳN @@Pˋ@ZĬ@7xPy@3s3@&Eʸj@U`sA Q;y?@ /v 6F?2S@@P!@gwj@@,W@aB@ EpF?ٍ@@5a@wfá@@ >@&![@w5UEʢIU`@:xAh>6V?%A -@ lcrF?%Y@@J\2l@?@{@"{aY@h肨Eʏʋ@@8'A|? M@ !F?@@!@@W @kA@[gGE}EG @~1ZA= ?"/@ F?Ԥzl@@Įʹ@KJ@ye@H:@N0S1Ek@0As?ٴ#l@ |{!F?rph!4@@ @ 65F? +@@H/G@Fʠ@[oN:@AO@(@t9E+) @KՇA*\P?9<@ f F?׳IcB@@oK@"=@=. @Fn}f@]EwO@cAxx"A?ܸ(p@ +G VF?n6j@@Ek@ +.M@4Oi{@qL@ {>E[aI@0KA#N8?xJ(@ +˵ F?-S@@@1@3O@%٥~@4CEef@mLdAm9:?=@ +qIRF?b@@h{@7f+@Hb@Lݞ @9-;Eר{@%S_JAN?Ls`@ +igF?ڸuEz@@!}8@K^]@]y@wj@'vOEɾf@IAhdͦ?p)@ +b!vF?ے MI@@0,i@`@V@SLz@-\@šEɤ4U[@,dA$zK-?"|@ +@ao?F?܂>42@@A|^n@y>n@w@.@܍bEɅ5S@Se/ϿAc_'?KR@ +VF;yF?݂rе@@U:ZF@K@ +Zµ@@MRE\9T@?A3NC?[!@ ˊF?ގay@@iz@^ @P7@y @bE$䘞t@sp|AMǼb?-@ 5 F?ߝ͍ @@mwMȓ@ ?C@# @&صRh@ʖv4EۂLm@7˪A? ]}F@ ə eF?ସpJ@@K&n@K@7F6@2,_/@dcYEȄa!. +@Q$g}Ar?G@ +gF?I +3@@Q@@L(XX@@Yax@ DE$I)@eAcKE?3ի=9@ F?Ύ`h@@% H/@35iP@an<<@Nuw@ӴEǺ;t@ڬ[r@@0=@r@^t@tGؔ@1Eݽ @l8SA)X¡?7@ ng F?1Eǟ@@^в9@e.g@5Կ@?@3EGa@8:+AT3ey?ad@ dLjQ8F?y#@@@ك@ݿ:@uR@@QwEŸ4_p1@5cAoC?-5`@ ^i׀F? z@@e@`@n@Ev@4EE"ø@A?`w@ ZNF?Zɬ@@5ף@AAc>@.@G5@+zTEĈH c@N A텚54?LT1@ Y-¢F?gr$@@&m =9 @v@<^@I +y)r@CbZEb1@]TAqOb?_Nc@ XTqRF?>-6@@`Iw@%@cː.8@PF@[Ee{(Z@U<+A픳?Τ?xu|@ VOX_F?2%(@@m$-+@㶤@@@!@;4@rE晚u@*>ŚvgA +?pj@ RHOF?Kc@@s@F.u@}[e!@WM]@PYEAȬ.@NLAȀل? H^@ JPmF?}w@@V &@;mM@xF1@nCd@oI E0h@Էp|xA?vp@ >,HF?J-@@1@e9ج=@އp8Ň@K@2 ܈EX/@esAJ?j$@ ,aJF?2>_@@aAoe@ӕR@q7-@c@!xE>G@z @QA·{}?Xk@ 4VF? @@s@@a@tJ@\EFϷ@Q)Aj?Z՜@@[{F?[z@@W54@7 @=\k@!L:@Ee@/%vxA.k?@&ҮF?խ$@@{qh.@@ |@g_wӪ@gE3HEnc@8MA$|7?6,=@>F?B̏@@!@@U1k@R>+@EkZ@@:%:'E'Qr@ø Ak?#г<@ZT.F?O7@@mjI@lA@HV@␭!@OMEք*@[cA[]?u,FB@,zS(F? +rH0?9H@ґF? 1@@)(@ K&"@(G2@CaO@APEǏH#2,@"6'TAGgDT?hݸ@U_F? @@eQ@;G@:h@}P+@eۀYEȅe-@dAa;4?n>@yD{F?.@@Гb@ʒB>@١N@Sª&@9$YhEɅ5=@ІA7(`?=0@Mz0F?r((gx@@˦Ll@+@$D8|@*M !@ gxcEʐ0i@"A]<$!?@">T[F?HY@@=*e@ /YS@w@̡Ե@E˩\cTu@CA$5?*<@O BFF?p@@!3c@eW +@c6r@rm@@bEΫ{@P-HPAgn>?i,@pUTF?\r@@u/J@BYB@;+jl@Ā@EKa2T@s3A q?!T" @*`F?c@@R n@U_@@ G@.@XYE:4j@hYA̻ Azm0?/M@,)F?*QF@@u{(·@ZY"o@Aa@y@vE/JG@0V/mAi6]'?2@)˦@=A|F?, +E@@Vd@4,S@2@mgF@I&*AElN@%E+A 7?5@o;F?/k@@a/p@l!;@#N@U0P@#L!3mEԻ]֍@ z>AUy0$?7 @D>hF?2HL@@@/ҝ@@5X@*5@vE՗@uA^03?:MPB@s HF?4PC}t@@a:I@_@{?c@U1s@-AE}A q@ty1A E}W?<~VDH@ږ)-F?7YV@@@ @uG-@S]i@ZGEnb@ +A«?3??AX@o3F?9@@7drS@zb @Lxg@˄@hW6 )EgW{@RA|TEZ}S?A7w@@F?;xc@@v-r@V~P?@$Yu @L4@;鎨Em֚p@=#A:ɤ ?D fm=@h7 F?>A]@@ٖy@22@Dp@W|}@FEz۔:T@/A}a?F3N@=%F?@W@@폝E@kn8@Կ.@.@✂Eۓ@ʬ PAR^Z?I9@I$`rF?C,^*@@a*i@.@"@oxq5@HCXEܷUzǐ@9E`BGb?K6@@F?EH@@D1@ʿF@1Xs@ܡ:&@-6E <@sdlMB?N٪@6P~F?Gة@@({/6]4@Y63@`3/@e.@^U{E"^{@Q R]@c3@;Cd5E*5X@IFBѸ?U:>tHu@6z;F?N@@S98E@Gd+@³LQ@;<,@9ȩEY~@;XBk?W(H;@ +F?P]Ї@@؋m@'?ki@=@Nm@ca;-EJL2I@zH6PBM=I?YM@4DHF?S 0Vܤ@@D=@Iygu@=e+@0S@/cE +R@n%B[ͯ|?\o@N/KF?U!{#>@@CO@n~@wU @O@fE{c(@c\JBWv?^G:J@-xF?W3X@@ogs3@v{@N@O XV@Q]/kE䢅^H@W8OBW!a, +R?`e@[o~F?YD#Z@@V@`@&As@h^@ WJEza@LIBٍ?b"D @0pEkF?[R@@>x};@ye@"@>6 +@ %6WEYYm@@uB^XT?e3r@ #F?]k>@@&u2N@Xsr5o@"@ *@ AQ^EA4^O8@57n B}?g_[|@VC F?_a@@wW@7ϡ@@|u@ P3>0E0l^ @)gTBoo2?iX@lg۵F?a!@@ ^@Zme@5u;(@+*@ eE&J{@fBLH€?lCh@{"F?d9HB@@":@ta1@`@ 7@ @ 6l-׌E*/ݨk.@GpB3n3w?nǻw@X\F?fC!͈@@Ʀ׶@\@8& f@mNX@ ݘBtE;YE?@PWB$,F?pqE@,4U1F?hq[ @@H@ I@@CҩB@ W:'EW!\@kiHBf?rF<@EF?i$@@l5n@.d@s@1bz@ +AcފE~M|@U^B ]ԥ0d?tu@7LNF?klo@@zm  @nv6.@J]=@Ƣ@ +ҟ!Eg"U@WB 8?vkQ@'F?m1]]@@bmc!@Lb@n> @Ŵr^@ +z|Ex+R@]_HxB +Db?xg@~gIF?n5@@L$@,gQ@t%>@>d@ +#wqExn@`[0B Lib@?{B@SPRF?p޼@@6ȭ@ HE@O@ro@ pKDEA-ݜJ@~B W5?}[Bi@(yMF?rĵ|#@@!q@Z@)Gc@X 1@ vRibE #@F}#B rz?|s(?F?tPPH@@ +9@$tD@~@N>9!? F?vAf@@`PV@q]S@ݢj@ +S@55aEfMq@H _B.'&?6[f ?N0܋F?w x@@_.@ $_ @U@ @tkE(T@օlBκ_6$?a?(F?yڔ@@[Ć@nL*@VJ@ `M@ VfEe@-3_Bk3?zѣj?aF?{F@@v@OM@oJֶ@ :V@/-uEœuŞ@~B'f'??RCuF?}I*IK@@t?@0J@Jj{@ Ų_r@y{E#n\+@sK=~BT?Q^]?sS˂F?~V@@<_0@BS@%[[ @ vW@#ZPE@gV?Bݯe?c?F? @@LHi@#'sF@N@ '_?B@i EbՅ@[rBg?ăp?Is܎*F?_|@@q*:.@{{%w@k@ &@v2E]_1@NvB vls?"?~sՖF?]M@@]|s@cm@i @ Ľ9@HeElً@BнBNk?a?]F?Mg@@}@<˯iBV@=m"@ +Dq#yO@VME*ӹe@e>ߪgBB<:R? +dB(?.k&wF?K@@ [;@ hؒ5@ \@ iJ)@j3+(cF7p@ "2JBTO' +?8^?]mF?lDqG@@*3@Ѭ{@ y㳳@ pl@RFx#@L+BOXv?b?z[@ F? %|@@ @zH*P@ e wtb@ X{@ݜ<}F@ZRBۈ9f[?2\? n!F?^@@E:@S@ \ @ e%Y@gF[ѓFH; + J@ʽBk>jj?HY?GMF?ma%@@X@l@ кML@32@9FFI@ӿs:B7? +?l**KF?G@@v +`O@=A@dM: [F`d@B2e%?**v?ުQF?@Ml@@9l@VU@ K@ήa@VFsS@`nBǕQ#?4#?\F?^YL@@tnK@;cPx@ ql@e-@VMFR}zt@aBuIEd?[p:?+F?r+@@A@ UT9@ i"h@4x@dU_F;D@@7_#BZe?҉^?;PF?{XG@@䄢`@ZR@ '=L#@/k@PF-{ @+]BG?559v?LF?y*@@]j"C@%p@ +㍑@S7@(yF * ơ@|oЌ@|j*?dlS]F{]V@ѥJ]gB#h@?V1?#l?4F?a1@@&R0`@[׎)@B@%, ?oULF{tvk@Ѥu8B#i c?ZT?#VF?a1~@@&QCi@X@Bx)@m;\?o~F{74=@ѨB#h;|?j?#ׇ)F?aQr@@&Qs@_@BK@*?o xFdUmE@12/dB#[`}?:?-̾F?[J5@@%@n@HXv@? aTFԀ3@ܣB#%?^r?$?l?d&F?A+@@%?0a@? Vy@p[@}? &DJF"">j@蔴B"L>M?r?¹CF?)6@@%h@`Non@#D@ +"WCk?oTFɹ&@ B!V9?H?ۮF?@@/ ?@?:F?l@@Aϒٷ@CuW@ #܇ݧ@?>7KF Ƅ?He@hB}Ӄ?*?/)dF?@@N V@CΩ@ eN@u?fRF-9y@ʚXPBr^K"?iL?l:F?-@@k\@NdJ@ +kuC@E@ˤLgxF0<@DgBIO8lh?ޤ#?tpF?,@@gv@;]ݑN@ ?L@D}T1@Ln+F>Xi.@B9*??O$NF?[@@|p@f`@ R"<$@@yP)E.@C7BVդ??y~u6@BUK?@CnF?H>@@B#y@jc+@]=@"mgj@ \KEt 6@vGB!ّ?"L@ލ>F?@@wls+-~@9t@bi@ \o@ IvEQ@dZB.!J?*ʟqX@vNbMF?HV@@5@#u F>@bK+@'Q~!@ 5eEM7$)@gBaP?=~@KS,F?#CXX2@@ (@x7@D #@&@ E'f@)\ BŲ3?]`@zR7FF?BO1$@@2ū 6@ѷ0@M@tˢ@yʟuE>,r@T>A?{͜@& F?`TT@@v*6@# $@`Gl@}N@Nށ +E,5@|Mx-A75,?!@ډvUF?zu`q@@s@bE0ĝ@ZB/@`A3R@6r$-E@Ud@.>teAK@9p@BIE٨|K/@&IA7G?#@+fF?.@@uqlb@VMYRa@0:@t 5m@EWa3@:A4d?"-~@<$1pF?~2@@z|h@^;@0&ۤ@E@&wKE鯚@di(A^on7?2f[@MLj&?@@)!#s&@$ +P Eث(@@WAxـ?EX-}@](,#F?+X't@@@sjBC@n@7&@3sER$@'`4ABG ?]@km5F?D1Nt@@@ҹ^'@Q}@G +D@CaE:ؘ@ۅ'Aɩ??\@tQF?p5@@IW@*`'@oG@U@QE夽t@ +W0A)?v@ranhF?׬@@)@߼T@.'@\: l@VEst@NA\D!?<T@d F?+j @@UϢ;@ɐ]@&]@Y<@P1AE{I@#dl7AȵoN?z"@YOuF?xVI@@4@A@@XRu:@Lj#E;w@M?AOvh?ҍ-@R@PF?Φt@@Ÿ@7@k@\G@MEHƯ@kyAؚ҃?*ab@G`@F?%!@@ӛ=C#@_O@h@U@SP@C3`ES⍓@(dRA̤?x z@HRHF?^@@M u@Ofr@?waq@PfFO@AE]?WEnr:@}aAkLX]? ;/@DvpF?TF)]@@l3@r@x@`@K=@<_uEةMsk@ș'A[?Aka@@n8vF?D@@br|S@gpҶ@@@_Vsm@2=Eճn@ APl?O @;,PF?ZW,@@x,@1׸@N!@64-c@)F$sdE8w^@AK?z$@70yF?@@@.n@ B@/Ж?@"-!<@@xG@UV4@Qi@ }Qi@%/E+&^T@̘\A3z?8 @뉤'F?OD@@h}5"@F3_@u: @,]*y`@+TEp:٠@oI[AsM|?p @*hF?[Ș8@@[lͤ@9qɱ*@h9@:QqF@ZEڻ@7^ڒrARS?ebhi'@ ~߉F?vi @@ME@+ԑ @\g@@6]E8@ˌAXU?5Px@zZ9F?j[oC@@;ԇJt@|@M%z4@mjm@c+EGq@KA +R~"?k:@we"F?5z@@0MB@Lޭ@CA O@PEpo@푪@P.L\aEUؖD@klBcC%?Z@,ɃRF?x3k@@ +@99~@z@}ob# +@ REt-{@ KeB,e??nx@%\GF?[@@E3@LE%׃@)A@ns@a1ER& +"@=BEyП?!PUg@bp/8F?M@@أU@!jQ@pl@e!U @?TGEU8]@;8Ba4p=@?'ޮ@L F? 45@@o@1@S@\@aBE! 0t@tP!Bv,AK?-~*t@-1F?`@@](@b:r@^S@N$C @3ĐE:{F@ IBJ4?3핞@2F?^Y^@@~@˃:@|_:@J[}@NJEh@hBn?8E^@2ޛ,F?M4?@@(@}[P~_@Hd@?@uvI9Ecp@oAB!Ka?=p @ҢF? A`@@<@^;@r@C[ @wJ=qNEvGp !@,Bj?A <@*j F?$>@@|y @]*@KVQ@A6@niEy@υ8R;B +b?F6g@xzF?(Ow6@@TZ@F?53Y%F@@L@@u @EE@%5@2}'*E-w@[' Ba2?^Z@; +'F?@09S|@@)?+@ӝϷ;@@@';`@'% hEv@ iB@vg?d-a@j)F?F}b@@&y@bD @YvĔ@.07@(EaXEЅ@R-lBo=?g@F?INEr@@/@Xc@̛@3HR@'"E_y@B7?i$dx@~c9F?K/'@@.T@<|b @c@9F:!@'gE[~U@yf+B?k7@m'|VF?MFg>@@{8e@ōE@am>a@.;B7l@ ÊE!sB7@S+B?lU_@fڽF?M&@@ U@AyD@͠/@u(y@ HE4@nB6a?mv1@g+ F?O$1Q@@v}@ޚz@{B5@K;@ 'E&)@8-B#!?n@pKF?P51@@t@my@DY~d@"Z +F@ 7ElL@wqBJ0B&?pLU@iihbF?QX(@@5A@{@d@*3%@QrEzI @aE](B@AW@?q:#@XTMF?SR9"h@@' +@?@0@j@+ej@ h0/oEz~5t@M]WBr5YU?s)Llj@EZ[F?T&@@1+@@p@)7#\@ @|E[R@:*eB\?t"R@1JE4F?UzUr@@8Ϳmv@u)[@@#xǯW@ UwE,Yx@),_BF.s?tо@߈F?V+r3@@<نT @ o@Ց@ube@ ƣj23EBU@=7'B_E:@8?u]|@tMF?VU@@>_@@T@=@ EkeEF @ $#KBY>u?u1qb@>F?W [@@>@y"@@I@ 5`~E`)#@R8CB0?v @ @*F?WDt@@@@s@D~/@[@08@ 2t~E@~BJVY?w7˽@%tYF?X9@@)#w\@2_D@;%Vg@7.$@ g~qyE앀:@ufpfeB?w oh@t_[F?XD#:'@@ @_>@@XH@ 1SEDLC@laBEҵI?wJ@oЫF?XNf@@~.@ V鬋@T/@̨@ +"YyEdc@bfIBgn#Et?w$*@TUF?XY _<@@3˟e@Ϲ@V3@^o@ +]"E;F;@Y[.Bx?w/K8@87b F?Xc@@#@uZO@q$g@hŦ @ +t;7Eo5#@P~?.B .\?w<5Z@k0F?Xo& @@AT@ @Z6=9@5r;]@ +VPlE*u@GQ1ZB PVs+?wIh<@"'vF?X{(UR@@\y@≷q@Bm@@ +W3)jBE|[0 +@>vPB \ 6?wX@!sF?Xba@@a@ @+Wj@ШhV@ p +E@6wB +`}]?wjG @ͷF?X @@}@ }@ Mt@kC'@ %E~8@2cB +h?wt@E/F?XA@@z3@׶}G@y>@]@ H.3E߼堽@4ӥB +{cY?wj|@ȎSF?XfDy@@|u=m@6\@ }{@7@ pF$E9AMg@=F iB +k?w4Ù@!F?X@@:@:K@#{4@@ UE6S^@G:)B Gt?wNu@$WVF?Y9)/9@@#N3@V@;@;Q@ +}Eﭚϩ*@O1BB Hyc?x#@L4@=EFF?Y?R0@@.W@Rܨ#@Qqw@$Fq@ +ELEb5@XBꂘɪ?xbc@/HL>RF?Yy@@MS@@g΢u@S@ +xTDTEW@`BXJ?x@GF?Y(b@@OŊ@&L@| u@@ + +Eʮ@h(wBI^\?y;u@@\ot~F?Z@@@[z@t"<@V=&@*.HC@ +ѶiO&Er-T@m?H@B8W?y#@k1./F?Z&@@6b@ɖޔR@RY5@E@ +d#E@@os6B7k{?zR@s}'@F?[u^@@VpC@ +񚝝@w @/L=@ +~2zE.@p\IBP?|6O.@vH7F?\:ɞ@@6"@ z+@ E@d` @ WE[@E',F?`X@@g@ѐ@yŌ6D@ybZ$@ +!u-uE!Z;@V~GB.?FhF@*tF?a>T\@@Kt@۟C@b!ٸ@Iռ@ +mctrE~@M-q_B cClJ?$=@%F?bj +pc@@_y@@K+@Ԧ@ +6|ES^"n?@CЩɏB L?>H@ 'F?c@@@2@4xCS@$@ oxObE0@:Ⱥ+B +5'@ ?. I@֎OF?c[@@v@.e?g@<[@(0@ waE$@1GQ7B +Y`]?\CQ@+Ĉ(F?dhܽ@@y%<@ՠy/@N7 @~xYv@ 5៓EV O@($%'aB iQ#:? j<*@&^F?e@@o H0@L%@B@-Z@J̵@ V>E~]_@hB Yt? @MMF?e@@bj/@nҢӽ'@<6@KKS@ s Euhr;4r@ IB XSH?Lځ@d%F?fv@@T&@Z_[@',t@ X.@2E9pt@@ BB f 3w?Bd.@H SF?fK@@Gr@FiX#@5@ 6O@UEfeq@iB \@B?d,N@+d5)F?g.QY@@9Z@2hyV@ +ϐx@ }_ @wACWE9,t@q-WB THG?耚@@d@F?g@@,-,@Ji @u'8!@ J\@@ +EcKЗ@FoB κs?h8?%ϐF?gMLr@@ k*@ .b@]gV @ k_@O"-sE篭jH@ hBJUrl??)a@F?hXn2@@;@'9@c^5@E75)@ PG@ъhEo[_@l0A-ABȠܲ2?Tb/}?q<,F?h PU@@ +1}@%@.\_V@ #t@[@_^I0@'N@ Nr0m@,]{E=@6^B'kڌT@҉T|@ iqgU@}EH@p|B5?\?Y?SqfF?je'K@@ 9@DŒ@sC@ TO@9r)EBs@3="B8W?G-?7LF?ja,@@"4ì@uX(Y@C3ۤ @ )@PE*{>@?B::?_? g?w:F?j]@@Q H@bQ%,@;-y@ Rv@E,{J@ +HBN['?i?r\F?k88@@jU@OOL@Ř'0@ dcY@⸧A8EQĢ@ZN{B?G?n~F?kyh+!@@@<}'@ Ni@ +0M^@貦E.49@PBG$??5UF?klHS@@ x=@)YW@3X@ + @u!+E6KJ~0@PJB_n8?_tQ:?1"F?k$@@sZe@49_D@YZ'$@ +>q@>t ˯-En?o@xh̀Bad5Ӷ?p?&$F?l->X@@:i@k@+k1@ +XoxD@pvEyEP@p4 +!@ _}@{ښF˪FR@Eն|oB1ce?[. +K?l+F?mWE@@OFB.;@5 +e@ 6,@ .ST@F8.y@=SjB + +?J&=?2F?m=w@@ElD3@"$@ N5)dc@e`FO@ЗFuW@5ܟYB<(-qv?1:?^QF?mh/@@<όZ@q8@ c7@b@T**.>Fʵ9`@,IBӐi?G?EP?F?m̭Gt@@4pEQ@_g{@ X3@Xl<@HF4@$\2B<?P"C?5>@F?m8"@@,5R@N g@ _(@h/ 8_@!F.~@\BHJ{z?e#?N5]!F?nE/(@@&RL@=p@ 2@7G^"@L/5FFSR@ +HBwW?'+?ʌF?n2/@@pI@,}Z@ j@_@| wFa@ ^}?B8?:?GR?ܠ]fF?nQb@@C@Ap@ @*NX@FXxFýS@NBam!*?5Cy-P?JF?nn~@@ֲ@ ny@ l_@Xwq@؎F@WB ?k~ X?jϮL[F?n4@@غ2I@e:A@ G@uJb@W2FH(x@sB$+ۖ?S?1}[BF?n:@@ CF@]lY@ Um?t)@ER@nF@?x Ba"?1F?D8 F?n@@@Zb@"@ '+@ +@L{@o/ EF('u@ e4?)?%F?o4@@ޅRd@@^@ +t)@Q8x?@~ :F ӡ@?1MЦf`F?o=[yf@@[@Ub^=@ ϛo9N@Ys?6kF Fl@BU ?v]V?` F?oGBJs@@F[@GT|R0@ ^V1@oQ`(?8^%srQF I@iBɽaz?~P]?=F?oO?nλ@@@|6@9! 8@ V v@CiS?<$xHF W@zB@1d9?#;?࿈"F?oU@@,g@*Ɩ@ WH#@UK?o&F f'@j{7Bֆ?_R?MAS,F?oZ(f}o@@g}@dm@ .ot+@Ti0T? +!G"MFt{~v@9vT_B3od?L@@?'~-F?o]3@@@ at@ u@6$RY?V|F781\@w@GB(ԣ?F>?Nu}F?o^ع@@͞8u@KP@XtW@St ?AOBF@5,Æ?xP2F)ޕ@^pUB #J~t??B?0y!F?oX;+@@&@Ϋ.@d]~v@ Qg?,z|F:(i@U(yB ]QPu?@?#qVF?oTC9}&@@!=@EI@=ۼ1@ݩ.>w?Z}K;Fu͉@MJzfB ;?=?!*F?oN6@@-o@HXr@@)S?LkǷFg<#@E!&B )+]? 0^?,srF?oG#F9@@ Fj@@ <@Яŝ?cѷFx@<< B!-X?)f?JxH{F?o>@@~@j"@eHX@Z\5?M09?7`F?o4@@̴co@_@"@/M?"HaF& @+著r B!I?ay?@F?o)E@@N@}`@zƿ}b@;襛?PeF ;f@#:B" PUp ?{E>?>1F?oQ@@/m@n u@Q2S@K˨n?Y>C\UPF)@-MKB"To0?v?c;EF?o]@@D@_;&@)O˜@-i?*F0`}@oh)B""??1 ?)"Av0F?o&@@Sb@PFT@H@}1?UbFI|ҕ@ +/1B"9?ǟuu?̪F?nm@@ɯ@Azz@?@P?+BFR!@/1B#@m?8?ឺgF?n޿T6p@@Rj@2bQ@eg@$(y?[F9%>O@:B#P8?p?@v^wF?n@@V+@|>@c*@RhI?&FyRT35@0ۦB$kAg?G6J?k.GF?n =@@&_@RI3ߪ@6:R@rM(\ɟ?/!dFʥ%5i@̼FpB%QJ?z#?JM `F?nG<@@@+Yh~@VHm@g1@I?`<ݺF.?3;'@ B&Uk?8$?NIF?nbq@@މd@z5!@tzӚc@qױ?1KFLo@XB&ض>>+?ݨ6?S|F?mP@@ˍP@P}k@'OQ@eG6? h5F-|=)@sKEB'g3t??﯈s.F?mZV3@@U3*@&8V@)b@#3?NGEF&|}X@&PMB(}8- +?AU?,eF?l^*Y@@d]Ց@#;@SOi?{k{$?4`m+F T@r3qdB)Q?o?nv̹XF?lG y:@@c@hv`@]9F?d?yՠF!s$@_;#B*7pO?QTM?F?k@@Ҧ@(|@??+?[ =aF!72@g +fn.B)Y?L1!?:WF?kt @@ҖZ'@??eT)@9]%FZ?pE? +A(F!GE@ZiؕB*xt~?~?썻0i]F?jg$@@,4@IP@38k2?!}?"oF"*4%@HyjB+`~T?%?'+էF?j%e,Z^@@9F q@ +@cE?qD?E^F#"E{@8 B,..f?j?<+?[$+F?iS@@ @n}B@֕B?*B?CBeF$4*I@-ۅ5B,b)?X?=7o\F?iNH@@S@YvY7@geIC?G?aް&F${CUL@!l8+wB-p_?ߠ?IU%CF?i]P@@6 H@D@>S?)XX?fD+F%r@jXUB.^xQI?bV?3a7LLF?ibP@@ +1,s@)@@N#kA?M>?߿}F&-@dB/Tca?2Ã?ݲ;xF?hsa>@@uX@-}@Tw?qp?>F'@KsB0*=L([?)'?-F?h%#@@'.&@ 9@ D%5?Ɓd?tK*zF)>b@+qB0=T"?b&?hPaF?gD@@6;@ ͣ#!@] ?7#i?pPF*5"%@ ^B1ZK@??.F?e 7@@K My '@ iN@!;=?_b?ĩF+H -@lB1ꅮ/??P?ZZF?a&~+@@cd%|$@ 7 f@?A?އ!i?4N8F+fpWG@xB1T?G>?r0fF?a$@@Y󗸯@ M0Ź@b? bj ?䮞=|F* T@aB1t,0?Gl"?? HLF?`쑘&@@OKb@ g@kލ?H9?DS|F*!%m@a:@B1"/?`?[l)d-F?`iN@@B/_@ RA?+@5/= P?A^̕?cdF)YO@&B0ɽn?,  +?8gF?_C z@@8^4@ d ;@Y!Mv?k?&!cF?]oQd@@*wQ@ { @< ?R[?a^F&Վ@W]B/"/`m?MF?\,@@M&i @ [qdf@"6{E`?`jC?~>xF+:0r@pB1.o|gy?$ V?< F?\@@aRD@ y8@q(?mִ?hUF,`+@NEB2c4ms?$?cmVF?\oJ@@}\3~@ 7@+p|?{=4h)?.*F._NQ@*"M2B3RKy ?$K!?vL^L`F?\M/1;@@Ak@ |lpu@O?g+?ҴeF/Q8@B3_ ?$(`?ᕄgN(F?\$_@@bcu݁@ eM_C@dxJ?p*?6\O&F0R@2LB4@6#q?$?ഀF?\ʼn@@ŇO @ QK@4}+b?>3*?ބ FF1l@’UqdB4羆?$!?ߦZF?\O@@T3@ CAq@5`H?ymz? +4F2=uj@IB5?$$5?FT F?\%@@W@ ?E@?$?ׇ?-TF39@} jB6FJur"?$'_?s]F?\n\@@"u c@ @NV@"?C:?׆f˿F3b%@Y&B6i?$*K?Z~!F?\܌@@9v@ 7@!%#n?B[L4?<]6,F4 J@6oB7l?$.#3?ؔ6F?\_@@RL1c@ 2J @p9?J-Jb?r,F5[@pB8%Z?$2W?΁[F?\ ,V@@q"F@ 44 @aef;?{b&C?DnF6jflr@B9RF6?$7d?w?; F?\ T@@(cm @ =>@H%&? !2?+ F8$~@@־H@ O@0 3J?QA?[0a`!F9lA5pA@TzqB;=9m?$B 8? ĭF?\@@^\@ _l}ŇQ@X?ut?_V{?ÃRڞF:Ƌo@u5BuB@SMv B;"?.?ʟv7F6a>i@C9B9B-+?$.;?!O6F?[2@@۠U@ CϯS@O0RW'?0dPܕ?Ͷ*)F698M@5wB8Cy?$Kr]?i^F?[4B@@~ +#@ =im@b!TS?rJF?l& ĎF5[@b@ >nB8o?$;?ׯ;LF?[$@@i:]4p@ >~\;@yAm?, b? v2F4ҍ-:@;{B7 <?%e# ?0FF?[ȉ@@TK!@ B@P?Gg?k6F51g~>r@%+B86W?8Nw?C OyF7q?7@g B9Nn?'TKb?F?[ H@@C@ M:; @Cz7ٶ?f+?35F8/+ @0LB:Q` _?(ix ?0жF?Z@@idd@ YD%@5?JG?R]F8c5~"@r8B:и(?)Ȑ?я+(lF?Zg@@ +`E^@ dv@%R[?iX9?A87F9рK@8sDYB;#?)攛?A΁F?ZX@@ !H@ i{(@]i?K} 7?,t&_F:vYD@p B<:(?*-g?rZF?ZY@@'ǎB@ u@`,z'??p8 F;@T,@K'0BF9a#@n!]:B;[?+S:?Ю 5zF?X{@@M|.83@ L@PV? (z,f?T.F78j@.B:aߏ?+?ҳ F]?F?XJE@@,U@ ) @KҪ?sKD?& +F6IMxV@vQ^B9b?+=?ԑ]! F?XX@@1Jc@ (@6?m?d~$F5(@Dԙ.B8Uz?+l^?]&!F?X}c@@U*@ ε"u@_'Y?0 ./?҈KF4+S[j@=B8B{?+slF, lw@B2a\| ?9ЙA ?c3)&F?SjM@@rt@69 @Sߏ?]o7z?׹w\F*SeJ @5)?HB1m].?;M?DYoF?Sv2@@ٵ)@O5uU@ӹ[4?t|?V>F)F@W=$-B1@".?=!O?%p~F?Syx@@Z4@b@G=?c +?I>F)v :@X/TB1>5r?B9݀?(p58F?S_ vv@@+νa@`~<@&~?aQ:?]$F*o@A7z5B1K`?F23t?䈑F?R@@hgR@RX5@; +$? I ?.*1,F+S5e@)F`B2 1?KC +5?ԩ]F?Rvs@@m@?.^L@mWv[??= F,>@7B2rJ7u?R0,?G-F?Qi@@1@@,@FJ.c?B T?LF-jѱ@B2ԡaQ'?`Kb?ƽF?PHd@@b@X @&o ?kB?up2F-+ @&B2}:W?~?^?p +F+Ι@!cWB20 ?^Fs?K3AF?I$:@@H@5Tf>@\V?{$?ݞ|F*C $^@HnQ!B1<?0?#fۉF?It1@@ky_@Oc}@ +?z?X9 HF(Y@q&~oB0ˣ? ?媠oF?I~@@$,@a=Z0@>Qc?nv ?JF( Ao@u:B06?GAl?X$MF?H?OYhF+[ZK@9HxHB1?8?)T`F?Gz(|)@@qc@:@sDci? +۬?勢F+@$gBRB232M?M +?1q.F?FC@@+"R@+O]@Sw !S?kH?XF,[ @ ZB2{a??AaF?E+@@)@֑m@//>? rκ?72F-cqg@IB3mC??f~rXzUF?DZG@@XÚO@ `g<@ʟO? +U?$_F.is@{mB3dAS?eB$?P{F?Cd&@@ +>?r@5;@U?n?87kϰUF/Sئ@@OB3̞?-;?HF??ʁ@@MK@ E)@ ?!>UT?jEhF0g=L:@TH<)B4sT(?#?^@@CTv@ u$Q@˖m?x?-H +bTF0O2#N@.O&B4?rL:?̲Y$F?22 @@3%GH@ l7Tq@ńQK+?ΊP ?ݨF/rh@n v:B3?)?,]?F?1B)$@@%>m-@Z@?&g#?SXF.m)E@P*B3hֹ?v:j?Ϫb1F?1?)%?@@!|=@ ԆV@dw9 M?qᔙ\?9F-km@{:B2?-@=?uIF?1s:@@{?(@-6@xA?͛b[{?'MtF,>فV@"B2n_??=FF?/戥@@D@'ߠj@CѦT??6\i?JXF+j@53B1! ~???ϠF?. 50@@M@I@>h@s??Pư?F)%`@X0L6B1TԘ?g[Ѳ?󒬲F?-e\@@[|@Qp@beB ?<S?hWF(x.6@| GB0|[H6?ԙW?ִF?-RmL@@%@c3"j@F`t?mڸ0?:J*F'xDG(R@mB0:̹U+?] +?zF?-s?T@@VŁ@}H@ !?IM?|RtF(BB@J:B0ĩCPz? ?%*P F?-l@@"oj@jW@?ZW3:?,$ex?KvF)>! @o%tB0(?h?儱HF?-ewl@@릹@[s@’z?k?瞴 uF)b4jN@U;vB1_nW?Ĝ?k,zF?-^ \@@@@O/S?@ }?1#œ|?泭B2F*ʎr#@?=F+ݑ<@#)Zc7tB2/i.?vv?5;F?-IrTS@@Z@35@[&?yFJ6$?p\F, -@ B2YzR)?? t +F?-6@@@:@$@76k?Cw?mBjF-oƒ@ B3$/B4k{a?o?dIa1F?,db(B@@Fm0w@ 4W~@\=$?\8?G%Z.fF1&Տr@}B5L"?4?F?, bz@@lpzR@ 1QF@?L"cF?,ŋ^9@@&@ *fTk@1j?eTm?{GF6(]@cRB96Pc?pu?ض@F?,l@@?<ӂ? @Z5LF=rP>e@xCB>*g?5?P1 jF?,/E@@5wp @v@+C,?f?^nF=ߑ68@,qB?Fu?l6?&RF?*@@)#@|U+[@|"Y?S?_F=36@qB>>WÈ?%?PNqF?*P 3I@@i@sBB@Kӓ?z!K?deF/?yo?}nF?)}@@r+@c-nS@vv?ߕ?"{:tF;S>@8B=jy)? '?ȦF?)P8@@٥6$@O"@`4?㿡y?`cIF:˧X.K8@c {uB<ֹ1?Rw?OϺF?)Y+P@@K @>P @Ļa?0?m%jF:w du6@4D6:B<_X?C+? 8F?(w)@@ 2@0L8@o[? kl7?2F9_j }@Ir +B;ߘѝq?cj?׽F?(%@@狥@')7#y@m[S ?:?Ʋl'F8@_UB;J4bn?=y?У!%F?'#q@@rj9@@C?i(Y?6_:_F8+ S@tn(B:=?қ`?Ѷ|}F?'!2@@^_}A`@ܣ@þri?v3A?Ϋ@F7^RjR@ #&B:BS•mN?C?+JF?&Qp@@M|ҩ@\$ k@C{^?\?z#F66 7@<(IB9K\?g?ڔpF?&F@@=.բP@Pd@y<(? +!/jq?Гs^BF68 @;\B92U@ _$ʇ@n01?!ED?TF1/wժ)@vW7B5+R*;?_?޿Z-F?#R3ĸ@@yQN@_@EM?TdP?#'bF0P3mE@P^XB4jM}?K?axטӘF?#%%{@@OS=C@ +G,@#c?|F3?c F.1X@ѤTB3ٝ??cF?# $@@(*fmn@:g@{ν?Qg)F-g @__B2Qu? ?eꄛEF?"@@zQ4@$eQ@"jGB?E?7~PF-y]_@HYCB3/{? 5\ 8?GG F?"k3@@$@MZ @ڷ?(֮?T +SF.̛Z@a=NB3zub??2}F?!Lg@@[@j@?pAW ?(PiZ4F/5@;##B3#c?|?Ԓ9F?!&@@0&*1@{@6rI?^.?=K8F0 CxG@S:B4*\=TP?kz?>=cF?(@@;v@hG@Ƀ3?{!DQ~?ÎeF0&sAW@5B4?W|?- ?9F?r#@@?M?@\c@e7]? !?k,F0Âxn@TB4ǿ{ƈ?7^e?O~eF?~. @@TW㮉@ 9Vɧ\@|?i?^vF10@PHfB5:??IL?F?g%P@@is#@ D@J3?^Rw?ބQ9F1ץ@lzO+B5lKv"?G`E?A4YF?^@@{%@ ڱ;@/? Jm ?#ΖF1@]5DB5?SPٽ0?KL5F? +ȹ`@@gJ@ ^@wK*??C +?F1L@`VTB50D?`fm?y}$F?6 @@$@ 1P@? !pP?ܝܳTTF0ӊ`@ENB4԰wo?b8E?w%GF?#ݚ@@gv@0m@@Xa?i!Wvm?.T%$F02'h@E[6B4Mv?b|)?xR F?`@@HEi7@F1@l?|J8z `m?9(\F- +@NB3)\r?k45?zvF?@@^D@ @{6?)F7SR9@uB:d%H]?w{?ѷWF?^@@d'^M@&tAӄ@и=/?0?̱F8N$@[IVMB;LА@'?w}?m8CaF?-@@}@.5@M?~(/?ɫF9w$@AB;UF4?w\4?E,+F?1`3@@!@:8M@¦fq?H?ƳnABF:Mp`@&mBX?wP`?!(YVF?=`@@&3o@U&dW@%e w?j?:HߍF=XX@s⚷B?sx?wo ?7dF?X>@@C9U@ @m?w{>7?&VF=yL1@~ B?LE*?wݸ? >SF?/@@>]hM@,@U`?kH?F<S@ԆbΌB>?w^(?CF?D:@@(,n@k+ @6 ?󤹱{3?' EF<,>YN;d@˸B>$l?w1d?gNFF?U@@o-@sNf1@/k?e|?0 :F;h m@?B=yB ?w;h@$[[EB7=Lc?z@ш?1OF?R=(l@@t_#@K@g@,!mH?vj?0ၕF3V@ ~[$B77E?z?e_2F??V@@@O @?"wk?9Y+e?D$ +LF2jF*1p@%h[fB6B#?|,}?ڧ){F?:Z;|@@5!s@ @XEF??f hF2U ci@=VB6/?|ڮ? }DF?@@6<@ }$@q(.&?hSm? +S 9F1r2@VI!`B5f-?}0]X?0(LF?Ϸv-@@p~@1@g?M!?ܵmUF1(`@nj4gB52.m?}?twF?}8@@2}@@?nD(?g@F0w2 @ÀJB4t}?~0?߷LEyF?tFW@@vX7@$!:xq@rI$?WyB? ŵF1T۹@eCB5Ykd!?k? F?%n@@Q]T@ @Eq?XMu?蟓CF2*򎺘@@]B6K#?rm?6;QF?Wg@@ {@Y]_@~V$nP?#H_?یy$F3 +ʔ@>L4B6Ζغ?rX?`1'3F?{@@ip@v@]8ʫ;?G?>ð2F3L0:@B7:.k{F?ur@@>@+@BG`?%R?TtF45H3@]uB81?S?8UWF?؊@@ q@!RX@1c?m3fʻ?zʐF5M~@ PB8"Z"?S2?ޢF?4}@@ ე@+@ 54??r3F6@)B9?pޯt?,3?ԣ +JF?L@@B +G@8{OP@~I?o?v*;??rͣF6oa6@|/B91*o?T?,Tt TF0Lڱ@}G2B4~?Ƞ?-2F?dV_@@\@.7SRء@@0?;.E?_F/%B`d@6 B4n^?H?<F?r @@[I2@1 a@y?. +u{?7=fF..ڏM@?pB3gxIa??')F?^@@5mt@Ǿ@37h@P$?mMv1?o3F/?@, SB4&7y?Ւ?_^F?&u@@Y0}@++H!@[gK?!ĽD?۵F0hv@1|sB45o9?ջyT5??QF?8.@@pB@'@?$C3?Z\()F0`w@vzFB5nK?ܱ?ޫwM//F?7@@@(~@4G?X2U?TF1%Ϋt@](<B5"?谙?eS%F?{t@@@qd@k@a@Xa\?g"8?+B OF7BN!h@@~ЭԎAB:DI_?~"?GkK F?ofY@@i]$@AI}@ǁ?fG}?ϯv6F8:O@^\FA= B; +dW?ݶ?ШW+nF?_wu@@pA@JAk*@b܂? ?(XF9f@@5`7MB< *?k(J?C1F?˕@@>3@[Om@ˤRI?i?,GCF:=I@ (tB=ug?ފW?;ޕF?[ԙܔ@@Ӂ@vȯ+:@Hd?!?­SF<<= zx(@kˁB>)𾁙??"4;FRF?ls@@#|%@A;L@?ݸg4?{F=Tr@4VBB?C??6VF?s.@@Jkw@aQ @HT?[t0?yC +F>1'@FfB@#N8'?oޕ?k'F?!G|@@p,h-@Z~@^?m&?c\F? @(WB@{}?_t?U-+a~F? Wu @@?ؓ@d @Zwl?O=l?@!F@@cx&B@3.?庅?F?u?@@/0ŝ@9!@SI ?48T??p ŘFA %H=@Gf)bBAM;kU?t?[$F? N9@@켥j@+썎sh@UD?(|޿HPXF@Tw@.FjBAWQ~?"w?pTF?؏v@@'M76@}tF@fTfw?++?`.@F@ @L0B@Y*7?U?Cn6VF?8# @@ƹ@sq@ vi)?QY?]^F>uޅ@qWB@/jS?76?K(PF?aH@@KYݺ@O݋ @4Zx?%#?~_d1>F= +}u @AuB?6#@8?Y?1YzF?@@@\ThC@1 /@7bh$?b2Ҝ?c-F;,@oVeB>[:6?-w2?;DF?4,zB@@jY>@+ĸa@*1>?'@l?”F:%*@0&B=N҆C?V`2?@F?͒O@@K[9@7@Cm?xai?Dž3F8]@ +)eB<CX?&? vՙF?_3@@4@{@N +?D9`D"a?ެMRyDF8 c2@$n?B;\&\ќ?ʜ?΅)F?fJ@@}@hH=@XP?wC2\?ҿ.hF7Jp)A@? +}B:3RV?|`?2={F?2P@@:[3@vg@`6 +?*]sl?2F6X\nn@ZR(B:{vMX?BGV?}qF?4Q(@@("@?bn@kpL?Gya?XusF5%o@s1%=B9# ?;I?5eF?T@@I{H@ƯƟ@ U?p?\&F5!;@23B84&? ?WF?E@@* @uX@77`u?SD?q4&F4u/xt@)9eB8]Yx?HF1 ?WAF?\w!@@w @-%@5j?Z? +F3[w@rwB7CPR??סeF?c+@@VM @o(f@A?ʴ3??>F3,w@ȹiB7Cn?؛?Q BF?^@@4'yw@bLY{@0?$(f0?o&F2 @B2B6& ?%Օ?.&F?".@@N]0@A@Cs?D?ۊ Y*B5c?u?ܦfF?,@@}"+@m{@op?r!?ޣkC,F0?y@?P5? +YF1{t[?B@$B5 -?4?܀8zF?~@@7pk@8Z@V &4?H-2?p'-F2`gq@z]HB6?y??ڊqF?}@R@@ !K@P@ՅL?Z|B6?ܶ:F3Kjff@ B7`rv~?|?؟>!UF?|}r@@>^@5M\C@-,?~p?ٺF4!R~V2@-nB8&ZK#?a? F?xŌ>^@@k@'E@C>?10Ŀ?lBF3~v@YB7?;?Ldk!F?rLL@@d@,T@so~I?ɑ$@?MrF4{D@IB8 }? Ԅ>?BN69F?n#)@@vJ @!?@1є?eɽ>/? *F6 z+@kB9?L?DHH~F?jI@@"-@I@zߋ?[jE?v l$F7֩B@DVB:XBǭ??Y:#F?dZ@@U@=@g[?K\?E$@ B;/ʇ?b?ȇ~F6F?Vѝ!@@[]h@M<7@[G?tj?`zF8$^q@#ޓuB< `?&O'?̯F?L9Y@@"@ +Jd@Z#{K?W `)?H? +F9KC@fsL#BF?$v@@@7r<@1e?W7?ݚ(*F4g& @ LB8IϾv?;5?ե'\arF?$"y`@@8<@㯢Q@wR?}侴?+!͖F3s&u¶@hB7BQ5?;₟ ?׆7~F?$y&I@@rTBA@&X@?8O?xtF2*@>B6@<,?;繞?hp2F?$EH@@BSA]@@K7 ?hЎ?ۭp*F116@nB6'ǰ?;?GKLF?$ }@@CT@7U"@Uʊ?{[@# *@dWC?Y=4!?ˆ/RF90@ݖ 5Bk2C?=~+-?~{hWF? "@@;pꚿ@]\H@NmV?:|?bGF=hP7T@xnB? rHi?=N?bT[F? 7ŝ@@IaL@}4@Jgh}?"?hȞHF>i +@Rd#@B@dU`?>A?LZF?h}s`@@a@{C%4\@O/(?~?= uF@@2sޑB@fDC?@F?:4fF?Qԝ@@<)"{@OY@[\HAe?lHp? F@? m}@ BAr|Z?Asw 0?x,XF?@@o2 +"@9@_:k?K6 ?E_vFATP?@<%BBR?B#6?S1@F?4{@@N_ @ ; @Yf ?#{%'4HFA7:`}@ٷWBA#k?F=J?j=F? &@@u>5@;5|@?5Yk@?Б8\F@ +)H"@5BA?JE=?&yF?Yq@@b@8o@_?*?]X*F?gx9@3GBA U&I?L?C1F?/@@tߵ@4]~&@K&?,w{?4Z(=F>ZNj@(0'|B@vX?Mj??ZC2F?Ѡ@@js&}@):zE@r♏?\10?@uhF<@O~*B?p9=j?MĘ?.XegF?%8@@*]@ w;@*~c?~>VȤ? +F;o|%@xGB>x*?MԎτ?+ŁF?I@@&t"@ߩW@ɱq??"rF:Հ=T@>wB=Ww?NLV? rF?x{@@@CLR@˱fr?Js?ʄciF8Eu)v@ŮL 3B@@>D@O/%W@UŁ?7Ŵ?ݞF3F1xR@$B6dW?T!?oDF?q4@@|_@Ah =Jl@bo;?OULE?bjF1'Z"y@\fB5&: +?U;H~?۱rF?}4Ss@@`{U`@8@r0 (7?#R?MW^F1S +@@9WB6 +ڶ?VIp>?O4F?KO,@@g!۷@9t>@k?vc?ѥ#$F2-e@\HB6͂Q?X>?kp1:F?(B@@q@H{=@U1/?ڰ ?fF3@ m@B7SK?Z R?׆{ZF?ߵl@@OA@U(A@>fu?ޙi?ۣ!XF3[M@zbB7b?_X? p3F?װؤ@@ǝ@YFF?@6F?*?<F3^@%1B7͏A?f@@?9 +7âF?TT٤@@[d@XEN@6?Fpպ?gFXF4Q @i{2 9B8_?i7q.?``!GF?:sc@@Kh@`FMi@7rt!?N5?؝ⴤ +F5c4B@@B9G?l4? aF?!@@.o@p9@"MB?I:^?=*CќF6k@g߫[-B:s9?q>%g?ԽSDfF?P@@D@:2@s?D +?d*IQ~F7xB@઎@K,5K?m}+f?W#$F4:Ug@Sd{*2B8/2]?(}??IF?NYr`6@@XX@va@P?Q?kD(F37@SlB8̿ ?6d?Ԓ$F?M*Y@@ +[@ @f`g? +? =|2jF43=@3HB9DDMm?+T?)fIEF?LM@@EgƵ$@ +u@aUB;?k?ت(atF5Z,2@ %B9ܕՖ׈?j?݊F?L=Bh@@e4Sy@C5i@YR?u{?;`Le0F6 = @/ + hB:wG6?|V??Г>/F?K"@@rQ@)>q@SlOֹ?H˦c ?ѝF6품, @>>B; ?\\?λ1F?J(<@@|@^z@P$g?$izR[W?E?u}ZF9\[*X@9iB=gg2b?xF?nǖ{}F?HUHP@@ \ހ;@&@-IgO?wr`Vn?NF:MDQ0@s B><(d? c?HF?H7*v@@'vs@'"{3E@+?g~ ?¤책F;Rԝ@[kaB>q95?*?sF?Gi@@<Bw@3eﱸ@,zVc?O~UO?IǝF; L@DJB?OU3?9w?Ќ,F?G[9:@@_1!DB0@A0@/U ?8ڵw?F@z=B@SiK?]>?QXK@F?F&Q$@@+?޹@`}ey@;.o"?xK? NF>h"]$@ڲ_B@?s_?jXF?FDW@@ +(@eG;O@6g=˫?Q 3 ?+~oF?L9@)BA՘?.W @A=BA]]Y?V2 ?F?+ @@Le@e\@ OC?\{6?Sx F>7ӗ@a"oBAXb?2y?F?'mf@@68\@ܲwU@ n"?m?i?F=0 +~2@fQ'WB@??3'?h|F? Tv#@@!=U@v̛@ +W9@?Q+k?)`';Fu?̚nF? ~@@@ѿ{@)Z@S*5A?t1)?^p-F:v%K%@*B? J?%M\?F?䛆@@ }@ǭVD@ ?M?.?:'hyF?#.@@h3ͷ@>w(@(9X8?Ufn?VF8$@Nܗ"B= ?7D? YgRF?(KL@@2q@zRk=@"sr?8JMT?^M +@C#)?!>=oo?ssF2MC@\7B8L1`T+?]m?@|-F?nʈ@@OK@cBΣ@Pǡ?iEV2?F1T4!@=+=PB7x" ?`$t?ز>1F?P@@4A}@Vex)@]'y?1_?!q F1{y@<ӈ;FB7}?#?5>LF?󳌭S@@@UZb@ZL1??>@F2;X@"p{B8 +?E?ՁO&F?'@@k@\!`@P3R?w--?߬wvF2ª@,B8kI?rKI?ԟP #lF?.B@@Ð G@cUi@KgM?YWL?޹j@F2N@Yrk)B81ώK?,|(?3F?D"5@@%@aRB@Qu?p`?YqnF3-SO@ oB9 R?Ѩ?.`F?n[@@sj=0@p*@GQ?-m)?7&"h|F4JS@ǑB9WEv?AJ? mF?ԁ@@@pd@z@8Y'*?/8?pF5)O4@\B:tdEE?;&?#G3F?@@7\@P@*Y?ՂC?؉|F6 Δ@vsB;Y?z0L??ŰB$3gF?_ @@Ԣ0@E}@1v?S.*b?CF9>5Ԟ@3/B> `?е?$]UF?}ۥ,@@Ja@K@Q=t?WБ?xnF9S9N@.ĹA?_? fqF?VJ@@n@@nJ#4?y΋?ѯGimF9+1@..5B>2G?꣫?^F?{#~@@ }D@6@v&N?VB?[ F8X@K5kB=yNv?Y%?:FF?fs@@s/p@a@|8N?$1?uծF7qjF@7wB=" y?? UEF?X(<@@=An0\@۳J@sHBC?xg,?#kF7AJ6@N$Bְ@ۓ[@ni{??_YtF5̥1r@)&B;;RU?E?ˊ2CF? +@@{0$j@ub-!@r/@i?v6+?5kfF5|@BWB:H?4p?DF?(&@@aK@@y d?: +7?ڭsLF4oDFF^@[9^B:->[Wa?'r?V/==*FF?-(@@J^|@*@G!ES?cjh'?&]kGF3 C@KkB9hS ?&?џ@&F?Y8@@5.\E@^+@Ê?Κ%?ݨ9F3)%m@eNB8[^?2?hF?yp@@$<@ s|@H6x?5!?2ΌF4Ĥ@0%B9? Q1?Q>F?sR% @@@@#ʄY@$Ե-g?{%E?KYNF5ܫܚ@- B:,??Ϩ F?WR@@d֠S@Iw@{,./?=u]?ڮHe"\F6(j@qⴙB;#9?d?*] F?5ݿA@@n@tHy@u +M?X?؆=FȜF7A{c@K{*B<=?]?KF?ki@@VEҝ@6@w"11 '?#+g?tW[F8hNqK@$b0B=8\ $? qw?kW7F?~^6@@@1{@_}b?fݨ?xaF9`@mB><>?+a?.I8F<@< }B@ů/M?Dg?2/UF? $@@x8e@!S@O"?y?ʶ坝F=y@$@~TBA PN?Sʮ?6F?E@@@l(@.7N@VP˦?rY~cK??F>oEξ,@ddsBAj3?j|?L&^F? Z@@ȶ@;x`z@jeN?mp?2n^O^F==n@CFbwBA0&XN??#V4F?ܩtOb@@B>?|l?x5F?ѷ @@{U?@d?6F?nY``@@boT@A5т<@b y>?ԡa?ݝ2F5X;RALJ@+aGA'B;V+?c:?ȧF?j5\32@@:)+'@P +@i~7?tbx?~ݒF5S!>@+cCB;ۗ׬?bB?ȡ5CF?b7]@@;xW@Q7@@kӪE??܏6C sdF6@:3@ EB<8oE? q?] pF?_RkR@@W9{@\Yy@l#|>q?Ze.H?:+F6f@B< r?#>x?{'&F?ZOG +A@@jkP@ce@j{P?{߂t?ٴ ?F7^D@03DB=}q?%e? |X3F?T mG@@}swe@j@i0+S?f*?X~xF8A@`%eB>"ͽq?(W? ~F?I:;@@Ƞ@tbqA@mn?Zl? "F8iD@%YB>,?. ?~2tF?2YFn@@2 @z=@x`a?YV)?fcF9pa1Ո6@/FB?|{?7b?/U&F?\k@@xk@K@2s?swA?탪^F:Pra#@i9;/B@V?F`?AF?z@@ +ܩ@4Usk@?X?kn?4wcvrF9t>@hϵ |B?O@?VI? N3F?h@@"5`@篱@oX?'='8?X%# F8$J<@_sXB?)ADU?V׉?rF? v5@@ )@́pVP@$wk ?0c?QF7 c@wfB>s@ã?V%K?YF?,gs@@s?%.@05@Ec?;m?؃YaF73IW@/B=,ޜ?Vȱ}?8IF?zm@@b@lo@s?I]z?j\F6y@g]%B=0D?V3?\F5l@ B?W(l?1$F?|.~N@@Ǔ3 @{@T/?* #0?קwF9tųc@cU;JB?Fg1?W w?PD"F?a:&@@(26g@-M8@?"y6$?ph6F:Jd@:6B@$]}k?Xp5Y?y| F?^j@@R K)@)@T?,DI?HOF9D\No@yxB@>C?[?`FF?sx@@yro#@hqz@zP?) v?6}BF816E@3ۖ;4B?NƼ?\9܀?"UF?UMe@@[W@T/@s>?3D?q%ڒF7XH@QZB>l !?]kk?2zF?+YT@@u%i@Cp.M@ws?ݼ˝?{ꀒF6h`@j9˱B=iI,?^I(Zj??`JWD?d6/F?w6@@+RtH@ ;o@?`?hz`?"a6F4XcBl@|ZB;ȉR?amR?񀮩FLF?U@@z0@+`@DA|?zom?n9\F53{v @OyB<^?c^;?s F?h1@@3 +@#킾%#@͚A-?6SF?޹r +dF6ꄝ@y`P%B=} %?fֆF?S5SF?, /@@U&)z@5٥Y@3N?h ?"cZF6wMx@f B=V[?l¯?dF?og@@lU@E!qu5@Lj?2Bz?ts:ΚF7=[@?*pgWB>?ow?F?]v@@q@]e F@ ?%@g?ۉg,.F8?/@!B?_G?r@? F?FwA@@h-(@{4 @-qe9?MXT?F6XW6N@JB> gkM?0?y c tF?P@@M@9G&@ ?Ճm?nF5GZ@y& |CB=Iɨt? ?ڸadF?:RQ@@Q%RG@%#@j-M?n-Y?}{_F4AU'E@< B?sB6?9)*F5v!G#m@oeB=HtC?X M?e2lF?}@@W@G@jCHZ?¥M?ᏉF6+$c@KsB? s|1 ?Y29?;}~F?O`@@H@Eu?F=[Ӵ@AG.B4oq?;0?UPF?߼H0@Y@?ʼ?V?g8Y?ãNl=>F=+n@?ØB3x ?B ?+"F?DB@Y@?ϠX?cb\? +ǝU?%z7`F=MKy@! +jB2Hx?G 3?z‡F?|<\@Y@?$r?S^?u˘?E ⋔ͨϻF=S&"C@%@\jcB1O #?L_?°eGF?x)G@Y@?V3s?w4ox??+.+8pDF=(@*8B079?Pg?gF?u^|؛@Y@?Җ?am3?րB4?Р#׿&F=x)C@^GB0Np?Sٸ?Q]bBF?r3@Y@?+4oE?]&3/?*?smʿBX6F=M8_@{ӾtB.Ǵ?V٥?S۵LaF?p6@Y@?y?hŋ˷?[4?\c൭,F= @B-,?Yr?=M`F?n>_@Y@?N5?/dB?m?%[/|+F=d@j85B+y?[ء?֩~FF?m}@Y@?8=5?4g?nL?wlAӿ$̚F=@j^B*J?]u?T.>F?lT9$@Y@?wM ?oRD?B; +?4ܚ*zWo?9‚t?/ wETF=/zW@0ѪB(.3?`?ި^%^F?ja@Y@?Ԉ}?|Z +?\A0?Q_|F=<b(@B&(C'?a\R?KF?ja0@Y@?2 + ?V?جlyl?r^ؿتVF=Y@TwfCB%>v?b2d?AF?iF@Y@?a??Ubl?EF=!o@떽WB$@P?b?MUF?il@Y@?Ó!J?v8?כ?1u5%2T%LF=(@_B#+d?b?^;F?iV@Y@?28?:?D?goF?!f&UiF=*xcJ@$NGEB" T?c^"?6vF?i('@Y@?N?Ng?^c? X o"IF=L9@MlB" +=g?cNJ~?W7rHF?h)@Y@?ݶ?GˉN?׋v?j9c͝BFF=ƪb@m'sB!/kmU?d- 9?=+F?hԬsO@Y@? n?[7?]o\?kۂrF=g۬Nx@J_yB ]Qv?d? .%F?h_m@Y@?֣f?{?MV04?,Z)CcF=1@xB+Ș3?d'?h&]F?h! @Y@?Z$?eV#u?;_0?Xz_NdaKF=Jg`N?@y:_BXOOl?e5?;rF?huZ @Y@?9F?]B(?ُȲ?"4+MTQ?"F=jC@0Uȉ7/BM?eWnZ?r(F?hot.@Y@?=I?q>S?L޹x?Zr1_F=s۲@|(BhM?ewj?l{F?hi›@Y@?}{?qV?(?mu?CF=,j9@z"B&?e?aHT`F?hdJ7O@Y@?ɱ-k?EƂ?#=]{?dg?nzF=)@8_bB#?eˢ? 0ZF?h^][@Y@?&?-q?;f/?o"PW?L4F=o@$̓K?L*?vйF=$ L@IF|BED\?fXg?bg(F?hAa\@Y@?.?qA?*u=?{ ]"?DF=8@º3FB^7?fx1? f*F?h<0@Y@?j?`?%@ĝ+{-H??_?IYbF=]@=bB K;?g!?d,SOhF?hx@@Y@?-0?뗿NZ?S?#]?\]F=I3@ŠB _(I?g9@?GF?h'.@Y@?h?CW?%o&?q`s ?WG%[F=H3f.@'*MB +>sZz?gY_?>.AF?hOժ@Y@?EK? +`?OA*?\fqJ?{{t/F=tq@ư-B ?gy~?d=3F?h6@Y@?ay#?6?*r?=~?DF=iv@=¬o1FB9jv?g?͋'F?h2@Y@?5yc?I6?P?ꯇq?x%F=t" @%B~m?g?\F?h8O@Y@? +J^;i?sQ?Qs˺?)<8k?T;gF=-Uf@b +5B4?g1?e' F?g4@Y@?:Hk?/hkT`?X5[`?a?!}kF=@EMBJ?g@?WF?gH@Y@?ɣzC-?Z?X?2?F=>"6@ɔkyzBMW?hN?`jF?g36@Y@?D_W ?+$b? 7?`q?nLfF=EH@3{NFB)b?hA+?f7kF?g9[@Y@? ?%?`֏?+a'%?EQ\MF=e@`ݣFB?heBy?ZF?g؁eU@Y@?[Kz?=S;?v9? ?yF=f@}aw{BfӴM?h,i?RF?g3?@Y@?ҳ?Ο?2]a?n??8?)OF= <@'ֹB<,X}?hd@3ZF?gۍM(@Y@?ldӯ?dy?*?[`'?%ux?F=.@6ALiꙞ?ku4@7F?gu3R@Y@?*#?.3W#?"7:?}1?twlF=z1@S(,A)>?k@ݜOF?gr@Y@?zpZ!???Kn?n61? yF=-_o@ńBwAC?lij@3 ATF?g%@Y@?RD?lA?eg,?bX4ƾe@Pc?F=Ps@:"Agw(-#?l2@r F?g3U@Y@?4hR,?遛??W_ ;@r_F=(ׇ@ӱbALrR?mr@z AF?g0Ѥ@Y@?Ꞛõ3?T~]?c Z@!@'Y@\8εF=}o@+"A9'i?n@3dVF?g'}@Y@?M?&IoՍ@T}v@>^h@ UNF=|?@ԩ@.GA#AK?n34@-6yF?g~4#@Y@?ZI?!4}@{;@"lCtT@jD F=zt@)ƻA@h0!J?oV +=@cB@F?gw5@Y@? 1?ӎ/#@D`@.m@aF?F=xnQ?@խA`!?p@3遄 F?gpC8@Y@?J;&;@W^ +:@6@ I)l@{SF=vOۻ@3A_?p @pF?giru2@Y@?8%_m@b +s'@9|K@蕖@{PEF=tYQ@ֽtW{A݈ K?q@pF?gb}@Y@?ݞVe|@6ɱ@i2@#݈@m F=rIg@JσTAj7?r`@4F?gZkM@Y@?ئ@~ֻ@2^z@_g@F=oKl@۩tAvo?s;@( +F?gR@Y@?~,]@%@;$@('@3F=m+vf%]@ob؃A兼|?t8@'F?gJ)R@Y@?Tz}@^.@/@@ yt>@2D xF=jV.[@]@@A3z?u)@5k#F?gBpMQ@Y@?-OT@W@@2@VHkF=g(P.@٣2TAמ{}6?w@@(wF?g9@Y@?]Is@}*rR!@0@@LHBi1F=cvyB@BxnJA||﹖?xS{@lwF?g1A78@Y@?瀘a@fLv@{m4B@>v Մ@'^=xwF=`52C>n@ὝAyp0?y[@ 6f"F?g(U@Y@?@n/~@5H'Vt@E}@hЛiF=\Knw@ی:ʟA7/4?{IdL@ H`F?gA@Y@?p]@m@E<@MkoS@\QEF=X.db@7Q bDAT`:?|@l@ #F?gJ@Y@?BN@e!N@=u(@L0@ 'H>eF=S@)+W1A޷Y?~@ +7J0F?g Y}P@Y@?~$@E@Td @`W|w@ +BvF=OY@ݚ3yUAEV?󀥔@ +b-F?g@Y@?ktu{@_|@I$:t@h^@ +b-eF=I@R*A +n@ɀL`AړTXd?@ 9ڮF?fv?@Y@?K}@^S@ Xo]@ +9E@ ʣwF=> L&@fxKUF?fę+@Y@@ٞA@ hbZ@ ~9@ 6\54(X@$,mF=%o W@ۏ6Aݚ;V?8%@ F?ftZE@Y@@EI@ LJ{@ +k@ 4@3>F=(1@;[Ae?\2@ =zs]PF?fGZ#@Y@@Q +@ +r%@ hS@ T@>F=a7@^XAX*?б@ +;SF?f>@Y@@`QV@ +@ #lJ=R{@ Dn@ӑZF=uwZ&@!GOA +@t0?-@ iWBF?f, @Y@@28Gm@ ^d8@ v4@u$.@4xyF=$}8@D8:A0'?@@9*F?f('#/@Y@@?@ ~_z@?#·@K(w@b4=mF@[3imF?fď!@Y@@ҟFZ@ 9ME>@C5A@Os[@DF@Ui܊A$p5?䮨e@)KF?fWN+@Y@@ 䫸79@T*ϟ@tCs@-Ns/@ $F<` R@P,4A9eR&?w@T 헡F?e'e@Y@@ +h@=`@hU@Mk}@cvnF@RKF?eO @Y@@<:@Bb@8P[@ +3@-_DF;}@ERA6ב?T!@ WzF?e +@Y@@uKA@ctO@- @ZiD@~# V.F;`Gb@ i~A!C>U?a'T@9⽺F?eN @Y@@50z@V| @,[@4ߍ@(#F;A+@ϝ A`,A?om@fZF?e~0h@Y@@_ +@+E$9_@|g(w@htz@ W)F;!0&@A:(Ay:?}0@*q(F?eu;@Y@@dw@y)@8Tq@JUP@rFnNF;P,>\@g%ӫA-b[?^@RMF?elĝ@Y@@D@]&}@jq@ \ks@QXEF:ܷF@0W"AH]#?@@bKHF?edmm@Y@@j,]@/)@mE'@>(L@΢AF:,@NߊAn!Q^?=@_(OfF?e[S@Y@@dopJ@gZ){*@+a@>*a@ipnF:VHs@г{A<&GE? @F}n^F?eS@@Y@@g@Y,@i:@*K$@i'F:g +@@f_ґIA$Ї?̘@s, F?eL=J@Y@@X XlY@SD@aں]@ @F:;kɦ@h#A4^ٷ?xh@7F?eDY@Y@@5@YG>@R ]@7:[@d +}F: z@>tYsjA W?&@LqF?e= o@Y@@UNJX@h/4@@U@@_Z@Y@@S927P@Ph'V@3@5\'@3?rG@dG2;F9sYi@үA0D?,@XrǮcF?e*6X0@Y@@L@C@2@'cm@9F99ӓ-@_2mAǸ߼x?AH@&2F?e$ @Y@@B!O1@@s~n+F?e @Y@@qL0@qc!J@ N.+@FdÁ@ЬOF7w7@p\wAnH'N?Ϝ@ F?e])@Y@@Jر$3@~@mL/#bI@齩g@-WtEF71|@6A_pIr?O|@ԩT%F?e?i@Y@@@bH.Jg+@ɽK@RϢ@?F6$uQr@D,AS{`/? +@]F?d- +@Y@@"@ +L@'cR"@zf@{L&F6koZ75@h$AAȸ.?? @7ѫF?dHK@Y@@_% #@f@"e@A@Ih aF5nÿM@d\ANygM?=t*@j$F?dX@Y@@݌Ta@}&x@眕R@q 7!@LqF5W#@T1Aծږ?[L1@%vrF?d@Y@@# @X, <@J5@*>@ yocF5 Y@ A~Rg?yk@RQFF?d3@Y@@De@CN=|g@( wa@:k%@ : +@;L F?d#@Y@@P _@ !i @ܮM0@ Bz@ F3FtzRA弌AHU 1?<Ů@qC|F?d@Y@@ +*O@~e}?@C->}@ ?@F?dxj@Y@@*d@펊@ . o)@ tZM@!!LjXbF1hA^|HAᛃ8?#ߜ@F?dn*@Y@@K_@`D?@ g]-@ ?@!M%΢F1 |)RanA!I,A?IĪ1@ΓF?dmi@Y@@xo@֌TW@ /F @ @!u4F0+qA٧A<V҈?pG@V~TCF?d꠱g +@Y@@y@ (V-0@ !^@!'u<@! +B]^F.yJ*uApNdx*A3?7@k#F?dϩ@Y@@ +U]@ g|@! '@⤰@!g N@"|̋F,{vңpA֤ɩAlr&?@Β4EF?d{Q.@Y@@TRq@ d@!ah@!%@"HJ:F*gz7A4OAƘ ?&l@ +,QF?dps]@Y@@ 5LE@ Gf@!uc@!'@"nF(Ld?AA,%AF\?\ +@DbF?d@@Y@@a@!*`@! Q@"+;b@"pF&9Ak[KA}hC?::=@zz/}F?d趢|@Y@@^BO@!jSH#@"#~K s@"j0+@# @۾F$=JSA%HmWAܱ!?Z@qDcr[F?d行,\@Y@@JV9S@!X2]H@"_v@"k@#G3\NrF"e/ +Aș AvhT?v͛@ۣb@F?dp@Y@@Dsm@!#@" I.@"Sk|f@# F "q^AQ!A,@?b@E1NF?d@Y@@_]j@",!@"&!}7@#n-@#?Ff4ե#PA}.YBA1?JBY@*`F?d@Y@@yK?@"C U@"'@#CNyG@#TwFy.AfA-?Wd@L+G/KF?d1(B@Y@@ ?0>@"p`l'@#)JZ@#pĨK0_@$Ac{F7?AIX/Amѭ)?|@j􇟺F?d@Y@@ 7t# @"\@#S|K`@#s@$;>F/=VA&:]A~H|~-?m60@KzF?dZ@Y@@ _@"E@#z7@#)T/@$bEC5dFZpAH-aA~2f?Ι @F?d荼@Y@@ m@"Oӎ%@#/Md@#Gv#@$W@јF:]AԴ(/A}L(|顦?ի@&F?d*l@Y@@ B +@# +˥@#Ìpy@$ +G@$F09A:)5A|Om?.@AF?d莛Q@Y@@ c{@#,*@#/ -@$,'.@${fF"c'AwA{gT? +@(CF?d @Y@@ ]c҉@#LGД@$d8@$LK{@$ +7F ugQ,AF/8tA{L@\?@ЌZSF?d|@Y@@! @#kŜ0@$$U +14K@$k) 6@% +]F /XYJA: U͡Az%?Td@ +FiEF?d'@Y@@!'$m@#OZ@$B!\@$ν@%(PhgFJO$A*ARAz79M?֞@F?d`_@Y@@!D[}@#³I +A@$^Ǵ@$s4XS@%D5FFIA:~Ay~j?@,WF?dr@Y@@!`yi l@#¾G @$z;@$. @%`kF#\ +]hAt%n}sAyGȉ;?gB@ZAxp?F@K59fF?d)k@Y@@!g@#^dž@$AZs@$EY@%9kFLAGIAxtVWEq?|$@Y#VF?de@Y@@!a@$-2a@$|S6@%̱@%/#FYAрAx#G?˰@gmXMF?do@Y@@!gc@$+fLI+@$(d@%()΋@%b4UExYA[EI(AwxL?[@@trF?d蓽[@Y@@! Xd@$D!a@$ \@%A*`Sĺ@%ߧE#AdK@}Aw_ac?!e@CGs)F?d蔕@Y@@!ujm@$\q.@%'r@%Y,ޒ@%LcEg?LA-5KAw x?,M@roF?d蕛@Y@@"4S(@$tel@%*z{@%pw@&f6E[Ǹ@,AvSԣ +?;w@U`F?d@Y@@"+w@$?@%B`p@%/@&&-5lFE^y@_1,Avk\%^?NG|@F?d蘡z@Y@@"C-K[@$Lw@%Yď@%af@&=2c8Edao@ύAvtd?h7@!@fYF?dMf@Y@@"Z3@$A}@%p:W@%Ľ@&T, EY@zAuН?@=,œF?d螂-@Y@@"r@lf@$ҮK@%QaΩ@%j@Y@@"P`@$KV@%@%cO!@&vȩIEzXl@Z:Au2T6>?cf@KibIF?dފ@Y@@"9< +@%P!2q@&`H@&I>T@&'oüEq^@uߤAsV4?]@0UblF?dr@Y@@# @%jM@&?l-@&cdwo@'E?,3@vAs?*?QD9@!WF?dm@Y@@#&gS@%qU@&9!UN@&}@' rErUu.@]RAs8%~?>%@/x3`F?d=ޓ@Y@@#A+@%yh)@&SP@&⨳@'3Eʩ<@nN[%ArVZ?|7(@>QuiF?dgݎ@Y@@#[}a@%H^@&mWVg@&кH@'M϶E^@ӰfArmq?ײ@MhAF?d9@Y@@#uzr@%[2C@&,ծ@&ˇ:'@'g-;^Eޗ\@NhArM ? X@[TDFF?dխ@Y@@#٘Vv@%`WL@&$ @&k@'{KE0@)@lɞ2Ar2*? x,@ieHF?d@Y@@#F@&Z6U@&;Rr@&WAe@'E].@0(bAqw@?UJ@w@CF?di#3@Y@@#u(@& l@&u@{@'q1X@'~)ߣE>`@ø5oWAqw>x_?Mq@@/EF?df-@Y@@$]ef@'D;W@'g[@(5jH@(]EG<V@__tAm'T?}Zu@s1F?dT@Y@@%B*.b]@'[J9@( +#Dy'@(L?yMf@(K~Eyt@s#Am2o ~c?l_@$}pEF?dL@Y@@%fqK@'r#Y@( O@(bO@(aR(09E6O @l>FAlû{~?tm@/[hbhF?d @Y@@%/dg@'x@(7%@װO"wAl*2?o@Dl4F?dj@Y@@%\f@'rE@(c@S_@(@);vt E5@g5Ak؅|W?̀@NRF?d_b@Y@@%s4J@'˳sd @(x B@(m@)P$%EoA}@E&AkSP-?yh@X>F?d @Y@@%oO'@'@(ZC@(l0p@)e%{EB2@Ak;:d?@bwF?dtv@Y@@%z/@'Q@(|@(s@)zME2 +@m *eAj? I@l BF?e@Y@@%[Of@@( j@(1@(l@)R E Z@oPAjYvD?2R@uqN0/F?e@Y@@%B@("- +<@(r@)F @@)tEX;@)i}!AjbEYc?6f@~F?e1@Y@@%;@(7S'!@(<@)"AQ@)iՄEGj%@mѾAj\ x?M@!S{F?e ԅ@Y@@%tΜ9@(LN*{#@(kQc@)73x@) ĞE@: AiϳY?e @`F?e ~(@Y@@& @(a(@) uӧ@)K[{@)"E4E,@[Y(}AiS?~A<@a#F?e<@Y@@&0@(unU @)8T@)_DxlD@)pkoE,۴<@f2Ai`I̯?Ks@D&F?e2@Y@@&4 @(Ӯ4Y@)3qIX@)s =q@*w_Eu31@_9Ai$7ᠦ?s,d@o TF?eR @Y@@&IeWP@(Mϯ4@)Gbbى"@) +.@*L9Ekn@uAh◁?@czF?e CP@Y@@&]}@(]@)Zq@)c͙@*-'nYE3@Rx;FAh.߱v?[@'+ɸF?e%lN;@Y@@&r+m@(C';@)nnwS^@)=Yn@*@|؜E%@Ah~}nq? G@ vF?e*@Y@@&UH@(x +@)7@)H8&@*R*E{ @9?AhJfY@~\ F?eW tbR@Y@@'hn@)`@*)9V@*@M%@*Џ+MEa@KuYT'Ag O7?5]@jF?e^Wm@Y@@'"zY@)r7@*9#!@*Rdy@*ݚE'M[8@+'nAfQt?aRo[@ B=F?ef׹@Y@@'5?R8@F?ev <@Y@@'[Xx@)ɼ?@*KcR@*RZ:3@+;xOE9[@2.Afs3\L?/@FO$F?e~^@Y@@'n@]@)6@*]6b@*@+%E?Z_@}W|AfO,w?!V!@7F?e׳@Y@@'T1QT@)0 @*n`s@*ΠT@+6 <'EfʈT?@Af-go?V9^@&u4F?efN@Y@@'O7[@)SK@* H{@* Ԣ@@+GB|{E o@8aAf l?Hr@f1F?eݹ@Y@@'x +@) a@*mt@*x;@+W{EJ=@{AeI1'?bi/@#^hF?e[L@Y@@'DY]@*E@*x@*º @+h"C(Ed#@dq_ +Ae>*?Q @(Ѯ'F?e@Y@@'ʧ@*q@*$r.@*aمq@+xkԁwERw)@gM"Ae#c=?@D&@-g, +oF?e@Y@@' +V@*'l4C'@*okbm@*Mޭ<@+-XEo Pn@!6Ae9?K@20&/`F?e@Y@@'HmU@*9$@*U:@+3w@+ZgERf@0-AerY?ųWV@6N?F?e@Y@@(bZ@*J\@*kȬ&@+19@+,E~٧@̤pAeVt? PŮU@;yj(F?eU@Y@@(M@*\Nk@*H@+0 O0@+qE|cq@j'Ae;%I(?UǀS@?zF?e-7@Y@@(% + F@*mA8@+a@+@z|q@+ȑEzw@ͥAe ^N?Ph@D]8aEr| +F$]@6YAd5iZŏ?\^ku@Y ~ +IF?fDjZ@Y@@(&@*\nb@+l0I;Ƨ@+Z@,&fB^Eq3_ȓ@ݯqpAd+;WGC?f{@\'jIF?fV@Y@@(R`@*+ڥ@+|nZ@+ @,5 *Ep\a.4@兩SAdv,C?-51Q@`ZF?fix 7@Y@@(l@* +̠@+*@+gӟ@,E9Em;1<@.8rAd`?\U2@dQF?f}Ź@Y@@(4/@+ +^X@+'׆@+#x%H@,TҋEkhC@`}AdKB-bg;?n@h,F?f@Y@@(6@+J7x@+ @+ <@,cݣCEiG@=SAd6Q-?i0@kq+F?fr]@Y@@(\W2@+-^*@+s7@+TV@,sEhDf^@2ڵAd!!+?l@oO^F?f6Tx@Y@@(@+>W @+o@,R;@,W|PEf\M@%J Ad j,?K@rѾF?fL9@Y@@)@+OѱoX@+8 1@,ɻ@,*7'Ed ;8@w8iJAc_pe?, V@v) @F?fj)/@Y@@)# /@+`xկ@+4@,!K 2@,յ]Ecad).@?exHAcTbB81?Ż8@y}pF?g +t"?@Y@@)6-^ D@+rW_W@+mE@,1o@,Eb gY@=UAcԼt8?ge2d@|F?g&,g@Y@@)Hs<@+t_@,HY@,AmN@,ěE`?k^@fcOAc‘Q??j3@&NF?gD @Y@@)Zuu]6@+b@, GNm@,QcWl]@,!^E_JyHt@XTϛAc-'F?'ü@?F?gd?i@Y@@)m5e@+v,@,0t@,a7GC@,zE]#@ aKAcwn|?-@+ + +F?g@Y@@)+@+0@,AP]ɹ.@,q q_C@,捲4E[#@Ç4+AcCh?S@. DF?g+0`@Y@@)z@+R@,Q@,+@,xk#EYE_s@zKc#Ac}?- +y@$F?g<@Y@@)p}.@+@,bTw{@,JH2@- ҴáEW4@3 .AcmMw4?7@ 84fF?g @Y@@)ɔ@+P1G@,rc<{@,y l(@-EUҺLF@}kyAc] +h? +͞@UF?h"N@Y@@)ɜn}@+^{@,|*@,Jo@-'aO8MLE@@b@Abu܊ԋ?@AtF?l&J@Y@@*x@,2r@-l]$E_@-Q@-c=ReE>F;@ڀ;jFAbK?vZ^@FF?m4sv@Y@@*"\Y]@- `wOT@-}o@-Id@.hbE<2h@Q]]NAbe(?Ј@k,F?m@Y@@+d1"@- K @-@-y!@.ؠLJE:BY# @٤g%Abw?Vw@MaF?n%@Y@@+*bN..@-3]@-<Ae@-u@.',nxE8w-@9/Abk}r)E?j&X@-F?oIfN@Y@@+)t@-F @-fR@-ү_@.6K'E601kf@6?fAb_;a\?z_@+>4F?q,gX@Y@@+>r?@-Y=@-6@-b9/G@.EE5<%v@hӺgAbS\?AǣO@}T$F?rWn@Y@@+S@-m-@Z(@-s@-/P b @.U`Vߧ \ No newline at end of file diff --git a/Test_Plots/iso_9.00_0.00_00100_m10_IBprimary.fits b/Test_Plots/iso_9.00_0.00_00100_m10_IBprimary.fits new file mode 100755 index 00000000..67f1e4d3 --- /dev/null +++ b/Test_Plots/iso_9.00_0.00_00100_m10_IBprimary.fits @@ -0,0 +1,884 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 105 / length of dimension 1 NAXIS2 = 4708 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 14 / number of table fields TTYPE1 = 'mass ' TFORM1 = 'D ' TUNIT1 = 'solMass ' TTYPE2 = 'L ' TFORM2 = 'D ' TUNIT2 = 'W ' TTYPE3 = 'Teff ' TFORM3 = 'D ' TUNIT3 = 'K ' TTYPE4 = 'R ' TFORM4 = 'D ' TUNIT4 = 'm ' TTYPE5 = 'logg ' TFORM5 = 'D ' TUNIT5 = '' TTYPE6 = 'isWR ' TFORM6 = 'L ' TTYPE7 = 'mass_current' TFORM7 = 'D ' TUNIT7 = 'solMass ' TTYPE8 = 'phase ' TFORM8 = 'D ' TTYPE9 = 'source ' TFORM9 = 'K ' TTYPE10 = 'm_ubv_U ' TFORM10 = 'D ' TTYPE11 = 'm_ubv_V ' TFORM11 = 'D ' TTYPE12 = 'm_ubv_B ' TFORM12 = 'D ' TTYPE13 = 'm_ubv_R ' TFORM13 = 'D ' TTYPE14 = 'm_ubv_I ' TFORM14 = 'D ' REDLAW = 'N09 ' ATMFUNC = 'get_merged_atmosphere' EVOMODEL= 'BPASS ' LOGAGE = 9.0 AKS = 0.0 DISTANCE= 100 METAL_IN= -1.0 HIERARCH METAL_ACT = -1.0 WAVEMIN = 3000 WAVEMAX = 52000 END @DJ4? @ 8 +A]q6+@ mSFF?vtc4@Y@@1*a@1vA@1g@1t@1\5A?F?@@ DB1}@sC{wA_Ko@ 5o;aF?;wF{@Y@@2%g>v@21ERd:@2ׯ?@1Q' @1c‹?$ȟ@F?Ta=2@@ DIv}p@F!AY84R9@ FҾF?*c@Y@@1@@2  @2@@1薶Q@1ʘ?zSHF?zSH@?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@Dgv@OMAS@!pKNF? +=p@Y@@0Y@1*_@1{1~@1xDT@1ۑ&?0̼,F?0̼,@@D%k@YJcAWP⋽@! +axHF?VϪ@Y@@1K$'@2 2ێ@241H@1ƒ}@1rRb? QrD\@$rcMAO\@[F?c{[@@6陿`g3@3@5[~@2N;/6@0S'?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`?0̼,F?]Е@@ffffffD6u@?F\e)A_Ssȁ@ ?,{{iF?kP|@Y@@0vo@1v&@18ˮH@1"@0K @$F@)3 A!@Y?ffffffD\@$rcMAO\@ ]F@Me@@7O@3&%@5q}Y{9M@2~\@@0 @DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT@ DF<@TUAWYO@! +>TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o?DWx-@ĚfAZ @ a@UF?[l7`]@Y@@0S0@1bQ@1t@1t͘f@1fX*Ԝ@D}E)n@I(A`h(@ B̳F?ᰉ'@Y@@/;O@0w ԰@0y!܄@0mSSC*@0v;3@DsJ @s +;A_S@ 2 F??>@Y@@1H$LO@1I ^.@2/ψ %@1p @1z? QrF? Qr@?D 5@oA`az)@ јx F?>P3@Y@@/S_@0Sj!@0>FDۢ@0l@0r@D]N@Ȏ965EAX d P@ y=/F?먂jF@Y@@0pc9@1>z @1E^@11xn@15MR +?k"ɁF?Ѯ@@D٧aK]Z@ǻTX*AUN%q@!<* F?I< +(@Y@@0=bWM@1w@1att@1pn@1~}h?$ȟ@F?$ȟ@@?DпivR@5AZHBTH@ gF?꽺 +RiY@Y@@1FKW@1~*Y@1N@1m&xs@1(𕰫?zSHF?op2 @@D٥ @rzjAY [/@ Η*F?9䣃@Y@@0bI @1OD@1g%@1nzJ:"@1fb?$ȟ@F?$ȟ@@?ffffffF@ +Q8@@;:hF@6~AN@Y?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@DQΰf@ƹ"oAW͌/#v@ F?rGE85@Y@@0YM*@1#a7@1 +ȷ@1s IQ@1oU?<@ DCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL@<JwF@ @Y?ffffffF@`鳍a@?zSHF?zSH@@D̋4@9XAU08@!2RfF?wFze@Y@@1rn@@2 ¯2-}@2--q@1Ae@1B?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@?ffffffF?ffffff@Y@ DI3c@Fc\AY8#Y@ 8ڊF?P]@Y@@11@2 +s@2AT.@1薕Z@1ʖ,=ٓ?F?@@D@}佩@;/4@ D_<Dhk@$Lk]@@Dhy@8 ,AXFc@ x`JnF?,]O@Y@@0pҾ'@1v@1LyJ@1#S@1Yr@FBN @rRqB!Y65?NF?6@?mCH^?~yszvgy@Dȯo5G@k;}AO ;@!YF?ȟ@@Y@@1Ș Y@2_6@2p=;@2N@~N@2KdSO1?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe? QrF? Qr@@Dݖkg@Nc$:AZUJ@ A͗F?KHӮ@Y@@1CB@1$1@1X<9@1s@1 ?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn? QrF? Qr@@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c@DǪ\TG@g² AZY@ VF? V@Y@@1c@2@2OY;@16|@1ĩ_@?E'@A B@ycF?^ N@@4H@Ɋ|k@+Q@ZN +'@ >!@D*f@Dz6AXds@ +۶F?$5in@Y@@0x-@1Wj@1c{>@1HCYc@1I.D-h? QrF? Qr@? QrF? Qr@?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*@ DI;{@GwtAY7ځ@ L^2WF?"&r@Y@@1j3n@2 =@2@;0@1薥5?@1ʙ]e?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`? QrF?Ab@@D>Y@+AXfط_@ UQF?0j+@Y@@06g@1^K@1:՝@1`T] @1| ㅇ?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4?=]UF?2}+@@;:hF@%,@@Y@ DD@'kw$ATyWB@!ZHF?|&V@@Y@@1g-@2 6@2)@1r}@1Zb@<JwF@j@Y@Dvk +CZ@{uAW9R_@ >qF?잘7@Y@@0qNo@1B8s@1N@1}h-@1x?J@DEce!{@LoA]v۴C@ ltF?p*@Y@@1KM(@1Bh@1CohF@1tikj@1\'™x?zSHF?zSH@?{[>F?{[>@@DkA@n |KAXeWR@ $bF?v@Y@@0x4ev5@1EH @1Mw h@18WR]@1J?zSHF?zSH@?Eu1z@> #XA +\@*͋F?@@@>Pa@ݦ-K@Ȯ`@6@D~F@_YIAWl0@!8R}F?&k@Y@@0̠@1!T\@1,^@1~t@1?DxG' +@ .AX6@ U F?-b8lLY@Y@@1:N@2 ''@23X@1@11UL?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@ Dʌ aIz@@Y@@1sE'l@2 @2-@1H<@1݈"o?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí?DxG' +@ .AX6@ U F?-b8_F? $ p@Y@@0vƋ<@1&<@18Ń@1#Db@0Cγ?F?@@DLd@m+AVS@!B̜F?퉵 D@Y@@0}㕬@1@1-m@1vz,"]@1v<@DGxf@,A?$AUΘy&@!5R+F?ѷ@Y@@0ev@1@1K@1ⵇ@1tz@E1e@$"Aab@]ƼF?;:h@Y@@+j@.1h@-@.P$^@.l$C?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@ DfF*@R96K[AW\9`!;@! |!F?eU.s@Y@@1˺ +@2 8Agb@24Iwڳ@1@1)?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?ffffffD4')@#1AXO|~a@ }F?w{@Y@@14@1{(q@1낒@1YSA@1%|@ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI@Dכ"E@7 ſAYk@ ű䩦F?uMUi@Y@@0޸aA@1Z@1mxO@1w޶ċ@1lڱY?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?DW6@ö/AYd#@ z.F?{@Y@@1;h#Tz@1 yj@1\@1-@<@1C/C?F?4@?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*?k"ɁF@&'|E˼@?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?ffffffF?ffffff@Y?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?앿ExF@.lLYt@Y@Dߗp]@ɕ[ATY@k@!X^o@D0Qʰ @̣AaL@(˪F?fI<@Y@@2;U@2Ip@2&,@2 6q8@1Ķ +B?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@<JwF@"!x@Y?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@D_Q>Z@(j+AX+mkV@ =F? e@Y@@0ڠ@1k^'@1^*OY@1D/Ɂ@1~.FM@ffffffDʽľ}@qmIAWM@ ŵMF?y2@Y@@1gb@2 y@26xP@1@1cH@l@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT@ D9?@N८\AT@v@!`>F?`V. +@Y@@1fjر@2 oL{v@2(?a@1*@1/?{[>F?BqV@@;:hF@! J\t@Y@Dˢ`™@åt 6AVAlc@!)wF?u!.@Y@@1{(o-)@2 1HG@21Xc@12k<@1מx[A?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?0̼,F?0̼,@@D0V +KD@O`A_8$meSv@ ALF?% @Y@@1h`@1uP@2(1 @1/@1@<JwF@!35@Y?DW6@ö/AYd#@ z.F?{@Y@@1;h#Tz@1 yj@1\@1-@<@1C/C@DزeL@Q]AX.։x@ _ZF?JM@Y@@0(^A@1Q\H@1D߮@1}%@1v1?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`?ffffffF?ffffff@Y@$F@* ﲪ@Y@ DF<@TUAWYO@! +>TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e@D̋oI@9䋷AUh@!2T<*F?w[0H@Y@@1rm5@2 Í|@2--Jx@1@1B?0̼,F?&b@@D9;ƿ@^EAaTzz@WuF?2I@Y@@1qP@1M@2Wl`w@@1Ƕ@Y@1dXM,@;:hF@6~Ə@Y?{[>F?{[>@?zSHD\@$rcMAO\@&&F?zSH@@6@3Qy@5Od%J @2K@0Ѽ4=@D^-@ƥ5B*AU1r@!J>8WpF?/0@Y@@1kd@2 A[$0@2*\L@1?j@1 7?{[>F?{[>@@ DI3c@Fc\AY8#Y@ 8ڊF?P]@Y@@11@2 +s@2AT.@1薕Z@1ʖ,=ٓ?ffffffF@`gHu@Y?zSHF?{W3J@?$ȟ@F?$ȟ@@?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*?D'h@T@AT8xV@!a F?Ր@Y@@1ejW@2 շi@2(w"@1ŗ@1} Y?ffffffDF|kK@VֻA]߫wǹ@ beAF?a=1@Y@@0hao@1x@10$J@1nǼ@1c?E!?@@l̖Aji&@vYF?@@@3J@n@]@Eu?zSHF@+8@? QrF? Qr@?k"ɁF?k"Ɂ@@ErVn@:~.S*Avl>/@yRT?ej@@'H!6e!@)-@)AH@*[L G@* W?ffffffF?ffffff@Y?k"ɁF?t@?k"ɁF?k"Ɂ@@Dz6`@ő!aASk +@!kzoF?j@Y@@1c@2KU@2(@>@1I,n@1Å&?k"ɁF?k"Ɂ@@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH@DѺƽ@9ymA`>-|֨@ #bEF?䀲B @Y@@1=PL@1J@1'> @1{,(@1W[gd? QrF? Qr@?=]UF?=]U@@EA  +4@܏u{ČA`‏@ zE(SF?1P@@+а.@.?E/b8!@-3po@.wd0@.ca?k"ɁF?a?K@@D*C@Lt8A[M@ 'VF?n~@Y@@1I,)@2N֋@2VFb @1jl@1wP?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@Dʶ n@UgnAHcU@"d:"vF?SE +@Y@@1g-@24"@2E:@2b\@24@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT? QrF? %Ԧ@@DA@2bۆA_hB@ =*c1F?v@Y@@0ws@fY@1I׭@19ATc@1*؝Z@0I?ffffffF@%T@?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe@DʳH{@Q AI?A@"d;IwF?Q@Y@@1Qh@2@2L@2x@2܊W-?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?0̼,F?0̼,@? QrF? Qr@@ffffffDQ-#+@ðOAYm،Z)@ ;VF?v @Y@@1@;/4@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?ffffffF@l@Y@D0@kahVAAYd`@@ uF?$=@Y@@1Ac@1@1M@1(@1P@ DBl@w A`Cj5@ WfF??@Y@@1at>@1_>B@2C0@17/y@1Udr?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`?ffffffF?@?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@D/g@cB3M6vAXj@ uTpF?vȴ@Y@@0lR@1r<@1[@1u5V@1pW`@DK`Uu@AWgR@ K2F?U'(b@Y@@0+A߉s@1H@1|@1~_@1C9?k"ɁF?k"Ɂ@@E7F@ا,SAmi@ CF?בd2@@"ˋ@$%yF@$VW@$")6@%q@ D_"Y@ezğAX&&&@ 0F?D">@Y@@1-ـ@2 䴷\@28wh@1fG@1f?ffffffF@'@Y@DZ]W@ڜAX?NV@ y5F?ﲪ9@Y@@02 +"@1 `@1&j@1@1zAԜ?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?ffffffF?ffffff@Y?D\@$rcMAO\@'F?@@69*~@3B(?@5]mMN@2a@0ϧ1ڐ@ffffffD@øCAVo2@!z1F?.@Y@@1ys@2 & 4M@20^@1P/-+@1ug@DN,+У@ǰn#AVvqNV@!71šF?T^@Y@@0Òf@1}\ @1|s@1y/^h@1z&_@EA A@܏8MOA`@ wnF?1;.]@@+бʴ3@.?Dr@-3%Vq@.wd&z@.Û@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_?0̼,F?䛠9+@?$ȟ@D\@$rcMAO\@-:`oF?F)k@@7Pkm@3 +ka@5g s@2gp@0]Џ>@)-F@)-@Y?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/@D9u@"iA`@ F@F?"&r@Y@@/<{@0x቎@0yG:@0mG@0v,?$ȟ@F?͚R&@Y? QrF? Qr@@DإPIK@Ň?2AY` @ `F?' @Y@@0z@1t +@1nj@1r| @1i(0@ffffffD̝j$@D8fAU@!4Kmy;F?ȊG@Y@@1qѠ%@2 z@2,j<@1=ꅀ@1\I@Dќ;GI@}_fAXΆ@ =MF?Ov_خ@Y@@17N+J@1ʬ  @1^`@1 ::@1S1}@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6? QrF@Q@@<JwF@#H@Y?0̼,F?0̼,@@ DK'[f@pbaAW)ٙ~@!#F?r2Lf@Y@@1~ @2 $@23+%@1tƯ@1d&oh?E'@A B@ycF?^ N@@4H@Ɋ|k@+Q@ZN +'@ >!@D%k@YJcAWP⋽@! +axHF?VϪ@Y@@1K$'@2 2ێ@241H@1ƒ}@1rRb@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_?F?2<~@Y?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`@ DCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL@ DC@7KAW?N@ F?췪%ם@Y@@05@1 B%@1 +@1_g<@16}T@D?lt|r@ſyAU%X'@!@w89F?{ 9&B@Y@@0ќTF@10qE@1}x@1~B3@1=9@Dз4Ej@.8yuAZT3t-@ s'F?갞8@Y@@1Fz @1̗kq@1~r@1i@1,?ffffffF?ffffff@Y?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@?ffffffD`)@>A`95hP@ F??) +@Y@@/;7t +@0w~yq@0x޻ /@0n .o@0w+>?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?zSHF?k׿o@@;:hF@nP?@Y@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?앿ExF@D _$S@?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@@)-F@,wCd@Y?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^?ffffffD`)@>A`95hP@ F??) +@Y@@/;7t +@0w~yq@0x޻ /@0n .o@0w+>@Db !@OtzAWa]#@! 4õF?ڐ +@Y@@1]@2 :vgh@24cCtO2@1ꟹ@1ʷ +@ DȶT@lȤA`b~hs@ F?L@Y@@1QQdi@1u7@2CL_1@1D/@1?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@DٗK@AXM3x@ ݍQF?v-@Y@@0շ@1WQ +@1R@1rL@1kΧ@EW@׏.LAU%f!@[yF?T]@@ OK@"߱-@"pqV@#q@#%Jq{@ffffffDR[@gb/A]gڶ@ nF?ﲫ@Y@@1 e@1UH@1sf@1t燽Z@1\M괡?0̼,F?0̼,@?zSHF?zSH@@DZfr@î>iAU ]3@!I7F?-Z@Y@@1khE@2 7'@2*i0@1c@1֓3?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`?DxG' +@ .AX6@ U F?-b8 F?@@Ph@8ibnB@փhN@ȴs@a?/@D };@|Ҫ8A\#<@ }cF?!Bo@Y@@1Dz@2~08@2dd= @11@1Z\@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c@D%k@YJcAWP⋽@! +axHF?VϪ@Y@@1K$'@2 2ێ@241H@1ƒ}@1rRb? QrF? Qr@@<JwF@<Jw@Y@;:hF@½R@Y@D9R>&]@(dAX`̖)@ ·7F?@Y@@0@1X @1cka@1HI@1JP!?ffffffF?ffffff@Y?0̼,F?0̼,@@ D2g@ ܰV&AV$.Z@! v2ZF?|o'=@Y@@0CO@1}"@1;l@1n41@1q7J?k"ɁF?}ӄw@@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c@D m@|GA\(dz6@ }.'yF? 4@Y@@1j6-v@23@2d~`i@1!R<@1E@ D_<Dhk@$o@DºM@;=AUخ^D@!,90^F?@Y@@0x G@1p'@1cK_:@1mi`@1 ^?zSHF?zSH@?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?zSHF?zSH@@;:hF@?/+f@Y?333333Eod@©aKA:@F?333333@@끃`@n@ֆ@s@^P?=]UF?=]U@?ffffffF?ffffff@Y@ DIbq6@FAY8I‡@ DPF?1P@Y@@1p@2 s@2@>@1薪F?{[>@@D{9I@թkAZ D@ :4hF?P3:@Y@@0Hr@1i,@1M@1{[@1nBc@DLp +"@x,AXYMK@ ˴F?!~|@Y@@0`M@1}:(@1*,0@1k>G%@1hR*?333333E*@ +A}Lr@:GUF?333333@@ :3@ +E'8@!;DH/m@ Mx@Z(?@DȺ2`o@š+kAOļ!@!6bQF?gT@Y@@1~@2`ͬ@2q1' @2NBM_@2Le@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o?ffffffF?irar@Y?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?0̼,F?»@@D̍#W$@:^~}_AUВ:k@!2yF?x>-b@Y@@1rb_1K@2 s`@2-(I@1yd@1L-? QrF?_`4@@ DĴ,@U!8AWW@! +3k/CF?{0@Y@@1 U@2 5@24-Pg@1g!@1GLJ3@ffffffDʽľ}@qmIAWM@ ŵMF?y2@Y@@1gb@2 y@26xP@1@1cH@l@ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI@ D_<Dhk@$bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI@FM@wp!BC/J?K.X +F?\лo@@kPd@J<@Fӷf7?/???=]UF?lŐi@@Dȯo5G@k;}AO ;@!YF?ȟ@@Y@@1Ș Y@2_6@2p=;@2N@~N@2KdSO1?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí?ffffffF?ffffff@Y?ffffffEA:C"@܇j]2+A`z=@ s)F?'RT`e@@+'X@.?#A@-3fn@.w6 +@.\%?k"ɁF?49@@DEu@ZyA]v@ lgF?p`@Y@@1Jי@1i/@1Bp@1t@1\'J?k"ɁF?@Y?zSHF@gt~@@Del@A6IeA]RN=@ pF?番@Y@@1UdKx@2v C@2jˠ@1N@1JZZ?=]UF?=]U@@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6@D^q,$1@ƞkOgIAW#$@ ^˜F?xl"h @Y@@0z%@1*II@1[b@1v@1rT?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?0̼,F?0̼,@?k"ɁD\@$rcMAO\@Z.]ϥF?k"Ɂ@@6l@3A@5Z̜{@2Rii@0,Ba@Dm@=ă3ܱAU +TY@!)EdF? +(w@Y@@0@;/4?F?6O@@Db !@OtzAWa]#@! 4õF?ڐ +@Y@@1]@2 :vgh@24cCtO2@1ꟹ@1ʷ +@ DxO@RCu `AW]-S@! >F?r +@Y@@1@2 8p! N@24KSY@@1ꨆ +s@1(-p@ D_<Dhk@$@;/4@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH?ɊfY-F?_C\v"@?zSHF? +4f@@ DSM/@Q~AW]V iZ @! BF?灃@Y@@1Л@2 8nM9@24L!+@1FSO@1'($@ '76F@&+j@Y@ '76F@+0b@Y?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@DV|N$@ hAVŽ@!,bF?<쿱[@Y@@1tQܢ@2 l3@2.=ӓ@126"e@1ܨw?$ȟ@F?$ȟ@@?k"ɁF?k"Ɂ@?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?E'@A B@ycF?^ N@@4H@Ɋ|k@+Q@ZN +'@ >!@DtG@SMAXSw)/@ sF?-V@Y@@0~\y}@1J9sRu@1R:@1<>@1@9P@ D_<Dhk@$o@D݃@_unAU'@!1ǺjF?9m @Y@@0ݝJ@1;,(@1{,g@1{'@1mۇ@ffffffD$Q]@;t̳tA_Z]K@ >`F?a=2@Y@@0v؃@1&(k@18}@1$g95@08l.6@ffffffD̝j$@D8fAU@!4Kmy;F?ȊG@Y@@1qѠ%@2 z@2,j<@1=ꅀ@1\I@<JwF@#T:귙@Y?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^?ffffffF@BF@Y?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*@<JwF@>[L@Y?DWx-@ĚfAZ @ a@UF?[l7`]@Y@@0S0@1bQ@1t@1t͘f@1fX*Ԝ@D*Z@D1_AU?n +@!0(F?䎊@Y@@0YuY@1K +@1q@1|@1'#**@;:hF@J@Y?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-?DfJ@g@AV_h@!˘TF?`s@Y@@1xiT+@2 2@20 )@1>r@1h?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn? QrD\@$rcMAO\@L#F?bs@@6к1iR@3`f@5V/ @2鷝'@0S@ D9?@N८\AT@v@!`>F?`V. +@Y@@1fjر@2 oL{v@2(?a@1*@1/@<JwF@ %@Y?F?@?$ȟ@F?$K@@ Dœ '@XR3A] ,r@ tDz2F?z@d@Y@@1J; T@2B^@2hYy@1?ž@1xe+@/S&F@/1@Y@D gH@٫ mA].Xj$@ fۃx*F?5@Y@@1ݗ~@2!mra@2of@E^@1_/(5:@1A#ـ@ffffffDR[@gb/A]gڶ@ nF?ﲫ@Y@@1 e@1UH@1sf@1t燽Z@1\M괡@Dݖkg@Nc$:AZUJ@ A͗F?KHӮ@Y@@1CB@1$1@1X<9@1s@1 @;:hF@ڿ@Y?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?ffffffD\@$rcMAO\@DeF@ 6TP@@7MQ#v@3#@5qK@2~\@0S~\?ffffffF?ffffff@Y?ffffffD\@$rcMAO\@3`sF@q &o@@75@3GZ5@5lkJׅ@2O@0&3<@EA E@܎eԽdLA`{̤=@ L{F?/s@@+пR@2 )&@23BP@1X@1G<@D&WB@ё!7A`-@ F?=@Y@@/;U@0w;I@0yx@0n@0w݀?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí?DW6@ö/AYd#@ z.F?{@Y@@1;h#Tz@1 yj@1\@1-@<@1C/C@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?ffffffF@\J@Y@D%k@YJcAWP⋽@! +axHF?VϪ@Y@@1K$'@2 2ێ@241H@1ƒ}@1rRb?ffffffF@SE @?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*@DQ>8&@[ߊAXP&@ o@DbFo@ʽV?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe@Da@k*S=ATSPa@!Y%iȿF?7!<@Y@@0 F?@@Ph@8ibnB@փhN@ȴs@a?/@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?陙E|z@A]g6ܾ3@ n{F? +|Zr@Y@@1@1T:`@1yd@1t,@1\NM@D0@kahVAAYd`@@ uF?$=@Y@@1Ac@1@1M@1(@1P@ DD@'kw$ATyWB@!ZHF?|&V@@Y@@1g-@2 6@2)@1r}@1Zb@D#3ޜ'@ƼQQ5AVH' J@!4hF?h3*@Y@@0黉w@1B@1NhWp@1Ŏ@1>/\?陙E|z@lLY@Y@@1:N@2 ''@23X@1@11UL@ffffffDՈ@<)٨A_W ^@ >xF?R<6@Y@@0vH@1 yz@18Q)-@1$R/@0>@D-@ʁ:AT!y +L@!^iF?M:@Y@@06 +!@1{g@1yi GV@1s ə@1~qy@EtQ@JX=Z\aA7@`͖F?օݗ@@" :f@%&@$xK@%\%Q@%x¶?k"ɁF?75Gi@?D 5@oA`az)@ јx F?>P3@Y@@/S_@0Sj!@0>FDۢ@0l@0r@ D㓡[&@#A@A^w@ IDK +F?y@Y@@1{x@2*`|@2{@1g5@1z@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?F?@?ffffffF@fTC@?F?@@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a@ DD@'kw$ATyWB@!ZHF?|&V@@Y@@1g-@2 6@2)@1r}@1Zb@ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI@D9YZ}@;] AUN%q@!<2C7.F?Jb#ᆘ@Y@@0PA@1^@1QG@1Nid@1"}?$ȟ@F?$ȟ@@?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4@ '76F@)74@Y?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a@ Dme@]LA_ {ί@ :F?j{@Y@@2!t@2/ipy@2IֆX@1<@@19w??0̼,F?0̼,@@DA@2bۆA_hB@ =*c1F?v@Y@@0ws@fY@1I׭@19ATc@1*؝Z@0I@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o?zSHF?b/4}@@EVV>,@ۋAs]@1^F?csl&l@@#Uk@%@%kn@&1@&dP?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@DG X@oA]tɟ` @ l'}F?r/m@Y@@12r @1@139\@1tVC@1\,g?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: @DXȀZ@ln %AYA6gN@ ƭAF?&q@Y@@1A!@1Rި@1Br @1ka8@1@D@19oAU-W'@!@ F3F?sWp@Y@@0C|@1Ra0%@1I@1zOK@1=p?E!?@@l̖Aji&@vYF?@@@3J@n@]@Eu@D,C@/zrAY'+@ dF?D ^@Y@@0S@1'@16N9@1W@1r)4F@ D +H +H@+ɾAWȦA@! 3bF?_@@Y@@0Y@1t2A.;@1~z$@1eJ1V&@1gvk5@D׺>f3@=fgAWTE@!|F?zNz@Y@@0@@@1=m@1_ @1?* q@1=n?0̼,F?ݏ@?0̼,D\@$rcMAO\@a}F?7{Y=@@6~1@@3 t8g@5ZeJ@2|@0"5qW?333333E*@ +A}Lr@:GUF?333333@@ :3@ +E'8@!;DH/m@ Mx@Z(?@ D("@!AW84@! ־"F?_Ft@Y@@0ɴ"@1n{Ga@1x|@1``@1c?@ffffffDʽľ}@qmIAWM@ ŵMF?y2@Y@@1gb@2 y@26xP@1@1cH@l?k"ɁF?ff@?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?0̼,D\@$rcMAO\@dF?0̼,@@6hb@3#@5Vj%@2Ĵ@0б[ ?E4{5P@ԵAm"<6_@-|mF?@@,bj!'@/u@ ^@Lԥ@_J˖?$ȟ@F?$ȟ@@@E/)@-K%A@񻵶F?ٙ@@ y "@"ة@"R+@@"סTo&@#7am%v@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT?0̼,D\@$rcMAO\@k ԮF?p S@@6r,.@3"f/@5ZD@2q٧e@0x3B?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?0̼,F@ yJE@@DJT@,BAV%Ydp@!+)F?/v@Y@@1tÃ@2 yWY@2.<@1)%*@1Lm@/S&F@3z9@Y?񙙙E'/'T@m#+A)@5?˜F?f[ @@S@[ @ b@rG +@@H/\%9?ffffffD4')@#1AXO|~a@ }F?w{@Y@@14@1{(q@1낒@1YSA@1%|?ffffffD\@$rcMAO\@ɶF@C@@7Eh?@3 &pW@5o1 @2~@B@0\!yպ?񙙙D`)@>A`95hP@ F??) +@Y@@/;7t +@0w~yq@0x޻ /@0n .o@0w+>@DSl@W֝A]fV2#@ n"gF?@Y@@1{VH@1QZx@1=?@1ty@1\P𚭖?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?$ȟ@F?$ȟ@@@ DCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL@D]U@mPAWA0@! uy`[F?U\R-@Y@@00@1_@1f;D@1 1@1DD=?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`@ DD@'kw$ATyWB@!ZHF?|&V@@Y@@1g-@2 6@2)@1r}@1Zb?{[>F?{[>@@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT?zSHF?zSH@?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?k"ɁF?k"Ɂ@?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?앿ExD\@$rcMAO\@NF@۔@@7:f@32l^d@5m:=@2Xn@0ߞ6/?$ȟ@F?$ȟ@@?0̼,F?Y@?ffffffEA:C"@܇j]2+A`z=@ s)F?'RT`e@@+'X@.?#A@-3fn@.w6 +@.\%?333333DTg@5OeAZG<1C,@ γF?ʫ\@Y@@1FT@1|) +s@1ȝ@1nv@1-S.I?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@ LYt[F@<-5@Y@ '76F@x?@Y@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH@ DF<@TUAWYO@! +>TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^? QrF?TWۉ(2@@ D_<Dhk@$bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI?0̼,F?V1d@@DȢl(@T] !AP w@!kFzF?ʫ\@Y@@1@2_U @2p .@2Maq|jC@2J3͵? QrF?U t˄@?{[>F?{[>@?k"ɁF?\gM@@D^-@ƥ5B*AU1r@!J>8WpF?/0@Y@@1kd@2 A[$0@2*\L@1?j@1 7@D@k>>'A] +@ b4~F?lvJ@Y@@1@2"‚9H@2r@1$@1]@D.hO@ĢAYmh@ x(jF?}At>>@Y@@1hL$@1@1:#@1(v͝@1{DPnb?$ȟ@F?$ȟ@@?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@@ DI3c@Fc\AY8#Y@ 8ڊF?P]@Y@@11@2 +s@2AT.@1薕Z@1ʖ,=ٓ@Dݖkg@Nc$:AZUJ@ A͗F?KHӮ@Y@@1CB@1$1@1X<9@1s@1 @ffffffDʽľ}@qmIAWM@ ŵMF?y2@Y@@1gb@2 y@26xP@1@1cH@l?zSHF?zSH@?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe? QrF? Qr@@DhF S@‰fA[͏@ (D[F?py+@Y@@1Ukj@1;'@2%# z@1P@1$@DA@2bۆA_hB@ =*c1F?v@Y@@0ws@fY@1I׭@19ATc@1*؝Z@0I@ DT:]p@ 7Fz +SA`d@ /wF?8J@Y@@1h@1p-R@2<]cv @1W#5@1#`? QrF?AtZ@?ffffffF?ffffff@Y?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?ffffffF?ffffff@Y@D%k@YJcAWP⋽@! +axHF?VϪ@Y@@1K$'@2 2ێ@241H@1ƒ}@1rRb?333333E*@ +A}Lr@:GUF?333333@@ :3@ +E'8@!;DH/m@ Mx@Z(??E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4@D*X;@k>AG:'V@"ƧrqF?ʫ]@Y@@1NMFM@2$7@2%b@2Ew@2Цf@ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH?k"ɁF?k"Ɂ@?앿ExD\@$rcMAO\@R6F@\=x@@7HXlpt@36Pu@5p9Ta@2~/@03/b@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@ffffffD̝j$@D8fAU@!4Kmy;F?ȊG@Y@@1qѠ%@2 z@2,j<@1=ꅀ@1\I@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH?k"ɁD\@$rcMAO\@%K%BF?[1~ @@6w>K]@3 E@5^zK@2=@0φB@DQ8K1@<A]i%S @ m5eFF?~$t@Y@@1@1ZJ=T@1WX@1tek/@1\J`@ DSى@ AV@!(Q&F?,'7@Y@@0 Ja@1n~]6@1s5@1c@1i^q?DW6@ö/AYd#@ z.F?{@Y@@1;h#Tz@1 yj@1\@1-@<@1C/C@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@?ffffffF@ +c@?DPB@jjHAYDwq@ U#F?#cV@Y@@1A,@1&C6+@1d@15@1˫ ?ffffffDCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@D^-@ƥ5B*AU1r@!J>8WpF?/0@Y@@1kd@2 A[$0@2*\L@1?j@1 7@DEQ9I@JKA]vN@ l-' F?qK@Y@@1F!EK@1X\l(@1@F'@1tg@1\($v@DAt|@ƬgAWW;@! SSFxF?S@Y@@0S@1)@1/q٠x@1b@1Di? QrF?>@@D^-@ƥ5B*AU1r@!J>8WpF?/0@Y@@1kd@2 A[$0@2*\L@1?j@1 7?zSHD\@$rcMAO\@ɿT8ȗF?UL_@@6r(@3c!@5^%NW@2HX@0ϛKy?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?0̼,F?SH@?=]UF?;~@?333333E*@ +A}Lr@:GUF?333333@@ :3@ +E'8@!;DH/m@ Mx@Z(?@D֥.@V:AXH@ ~=LF?Zx_@Y@@0A@@1H@16JB@1\@1{\J?333333DпivR@5AZHBTH@ gF?꽺 +RiY@Y@@1FKW@1~*Y@1N@1m&xs@1(𕰫?D 5@oA`az)@ јx F?>P3@Y@@/S_@0Sj!@0>FDۢ@0l@0r?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a@ D_<Dhk@$AXh@a@ s!F?i4.@Y@@0Iv@1YNQy@1f%˺@1Je@1J{o?0̼,F? V@@EA@6CɜA,@-GydF?آ @@!fas +@#cu@#ie=@$|6@$@E1O@'`.a5AaY@wF?:}O@Y@@+b@.1ߐM@-_i}@.P]@# 7@.t)?ffffffF?CZȣr@?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-@D̈q@7O8AU@HDR@!1;F?s)@Y@@1rX1@2 ٖ@2-9W@1@1*?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@@D? F@ŠA[@n(!@ KF?qbb˧@Y@@1Ue@1ì[@2U@1X@1 @D==|@Ŋo@AX3m@ ϚF?J@Y@@0L@19(@1@1Mt:@1 +1@ D_<Dhk@$F?`V. +@Y@@1fjر@2 oL{v@2(?a@1*@1/@E-o⪱@,6 /A@RjF?ֈ&c@@#U2k@%x@%,@%px@&9•0@Dз4Ej@.8yuAZT3t-@ s'F?갞8@Y@@1Fz @1̗kq@1~r@1i@1,@;:hF@0;)@Y? QrD\@$rcMAO\@F@Q@@7/q>}@3o.^@5kGQ!@2ώ@0oT@Y2F@CT@Y@DF-tGe@W(hA]uX@ l/F?qp@Y@@1@%@1\x@1< J@1tD?a@1\)g?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/@ffffffDR[@gb/A]gڶ@ nF?ﲫ@Y@@1 e@1UH@1sf@1t燽Z@1\M괡?ffffffEA:C"@܇j]2+A`z=@ s)F?'RT`e@@+'X@.?#A@-3fn@.w6 +@.\%?DWx-@ĚfAZ @ a@UF?[l7`]@Y@@0S0@1bQ@1t@1t͘f@1fX*Ԝ@Dמ(@ TjAWqz@ F?ß`O@Y@@0}-K@1u_@1a}|@1%#b@1!?D 5@oA`az)@ јx F?>P3@Y@@/S_@0Sj!@0>FDۢ@0l@0r?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@Dח` @1͂AYװJ@ L>VF??gߏ@Y@@0@1$@1b6@1uh[@1j c?0̼,D\@$rcMAO\@;`F?.t@@6@3/,[R@5]*X@2@0Ϩbu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI@ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI?k"ɁD\@$rcMAO\@Z.]ϥF?k"Ɂ@@6l@3A@5Z̜{@2Rii@0,Ba@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6?zSHF?beO@?0̼,D\@$rcMAO\@e%t F? r+@@6㑾)Ҡ@3agl@5ZbC@2y;m@04?ffffffD@pǝA^]̡@ Vx'F?qiC@Y@@0<\X@1W @1{'@1A`95hP@ F??) +@Y@@/;7t +@0w~yq@0x޻ /@0n .o@0w+>?ffffffD4')@#1AXO|~a@ }F?w{@Y@@14@1{(q@1낒@1YSA@1%|@ffffffDR[@gb/A]gڶ@ nF?ﲫ@Y@@1 e@1UH@1sf@1t燽Z@1\M괡?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^?0̼,F?0̼,@?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/@$F@$ 4@Y@EG-v@إ#BrA3'X@'tWF?גd2n@@" ͩ@$B9<@$Q#vn@$)79@%k,X@DA@2bۆA_hB@ =*c1F?v@Y@@0ws@fY@1I׭@19ATc@1*؝Z@0I?ffffffDnd@^voAU@!8FfF?ﵲK@Y@@1p|2@2 +۔6@2,UӠ@1w#2@1 +(8s@ffffffDʽľ}@qmIAWM@ ŵMF?y2@Y@@1gb@2 y@26xP@1@1cH@l?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@D!Z>@ULMg A` *Xw@ ,#F?ܱF^"@Y@@1.%0=@1:G.@23Du s@1Ĉl@1߾?ffffffF?ffffff@Y?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe@D8m2@6mAV t @!=>NI,F?*\|@Y@@0ީť@1ݰ@1W@1^,@15T?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@ DʲAhq,@AWƲXI@ `qF?mHQ@Y@@1S@2 @@26@1/@1Ѿ76g@DّWj:@=^UAX x(@ +D)F?q!Ks@Y@@0*+4@1U@1}@1s{@1l F?{[>@?񙙙Eod@©aKA:@F?333333@@끃`@n@ֆ@s@^P?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4? QrF? Qr@@ D™pXQ6K@Ә֋P7Sc@ #[F?sWp@Y@@2}/aq@28I{2@2g@1!@1Ij@<JwF@!~]@Y?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/@Y2F@XS~,@Y?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a@D? F@ŠA[@n(!@ KF?qbb˧@Y@@1Ue@1ì[@2U@1X@1 @DA@2bۆA_hB@ =*c1F?v@Y@@0ws@fY@1I׭@19ATc@1*؝Z@0I?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: @ DI3c@Fc\AY8#Y@ 8ڊF?P]@Y@@11@2 +s@2AT.@1薕Z@1ʖ,=ٓ?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?0̼,F?0̼,@@ D_<Dhk@$ F?@@Ph@8ibnB@փhN@ȴs@a?/?ffffffF?ffffff@Y?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?ffffffF?ffffff@Y@D<((@Š"TA[ ]@ 872lF?q!Kr@Y@@1U FS@1@26@1@1 d?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*@DȢl(@T] !AP w@!kFzF?ʫ\@Y@@1@2_U @2p .@2Maq|jC@2J3͵@ DCk@ UA]ݵ?Ye@ bfc_F? B @Y@@1R=@2"JZ@2q׊h@1̍I@1qD?E!?@@l̖Aji&@vYF?@@@3J@n@]@Eu@Eդ"@CF>P3@Y@@/S_@0Sj!@0>FDۢ@0l@0r@<JwF@!7Xe,@Y?DxG' +@ .AX6@ U F?-b8z@3@5qW@2~YK@0ۣ.@$F@$Y[W~@Y@Dз4Ej@.8yuAZT3t-@ s'F?갞8@Y@@1Fz @1̗kq@1~r@1i@1,?E!?@@l̖Aji&@vYF?@@@3J@n@]@Eu?zSHF?zSH@@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH?EA:C"@܇j]2+A`z=@ s)F?'RT`e@@+'X@.?#A@-3fn@.w6 +@.\%?ffffffF?$ +k@Y@D25@:O3A`$@ \F?@Y@@/;IA@0w +@0y @0nm}y@0w P@ D_<Dhk@$F?Ӧuo3@@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_@ffffffDQ-#+@ðOAYm،Z)@ ;VF?v @Y@@1u5@@D^-@ƥ5B*AU1r@!J>8WpF?/0@Y@@1kd@2 A[$0@2*\L@1?j@1 7?F?@@Dۑ[@ %6AU[U(@!*7aF?_ô@Y@@0Y<@1(xV@1o@14 @1ǘ@ DG3;@x} A_0dy@ 6\vfF?@x@Y@@2/m@21Y4g@2JS@1[j@1^ n&?ffffffF@ҍ@@D@`A@>5=gA`*0ْ@ $v=F?c4@Y@@2%_s@2?Z+@2BN@2D߫@1ˆ#E?zSHF?zSH@?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?k"ɁF?k"Ɂ@?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@;:hF@&$@Y?ffffffEIϦc[@$^MEA5$,@=vjF?>=Ć@@/"dM@ )@x@iصm@4mwi?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?=]UD\@$rcMAO\@7aGF?[Iұ@@6܃K<@3iG0U@5XG@2Ir@0Y*:@ Dp@\ ?=AYK|g@ hk{F? $ p@Y@@1`}3@2 +[I@2?iܗ@1=A@1GĚ4?ffffffF?ffffff@Y@D5OZ*]@KVo9AaVmX6@߹# F??Ҟ@Y@@1иR*@1ˋ)S@2WDA x@1w@1jR?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@ D9?@N८\AT@v@!`>F?`V. +@Y@@1fjر@2 oL{v@2(?a@1*@1/?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@Db !@OtzAWa]#@! 4õF?ڐ +@Y@@1]@2 :vgh@24cCtO2@1ꟹ@1ʷ +?D6C%d@J$KA_@ԑ@ @_];F?嬚@Y@@0uΨ@1ܓa@18;Mp2@1)fʆ@0U۝b@$F@$@Y?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^@D{:x@ikN>hA\Ӓ@ |\F?r2Lf@Y@@2<A=@2gTl!@2L@21V&g(h@1_N?ffffffF?j,@@ffffffDʽľ}@qmIAWM@ ŵMF?y2@Y@@1gb@2 y@26xP@1@1cH@l?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`?0̼,F?0̼,@?k"ɁD\@$rcMAO\@YG|F?lq@@6G@37OQn@5`T@2ܮ@0Ul,?0̼,F?0̼,@?0̼,F?0̼,@@ Dpt@ǏgpAVop@! u.4F?doa@Y@@024M@1^@1 +yi@1ok:k@1p @DܭIƅK@Ǔ AVxo@!yF?@Y@@0,N@1Ґ%(@1x@1s2`a#@1s\M@D`.@q(njXAUI]@!;ՄNF?ԀuM@Y@@1oC1@2 +@yK@2+_T2@1Q +>@1ῇ@Dܓx=@ZAT,V1@!QzWBsF?F@Y@@0ɁB:@1!@1Q@1Ng@1$-w,@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[@D?'@L{f>A]}|$@ kzF?iB@Y@@1U@1E5@1op[@1te{@1\Y+@Dќ;GI@}_fAXΆ@ =MF?Ov_خ@Y@@17N+J@1ʬ  @1^`@1 ::@1S1}@ Dj$( @p>7A`[Uʼn/@ F?Jw|@Y@@1`_@1b@2;YY@1|-]@10z?$ȟ@F?$ȟ@@?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí?zSHF?Gw@@)-F@)1o6@Y?zSHD\@$rcMAO\@+wF?3't@@6J@3xw@5R~a@2zrV@0G9k@Djxu@RAVT@!ޠF?jj%@Y@@0Ϩݬ@1xIw@1@1!Ֆ@1mN?zSHF?zSH@?0̼,F?0̼,@?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@ffffffDQ-#+@ðOAYm،Z)@ ;VF?v @Y@@16z@Y@@0Ȭ@1s@1Jα@1я z@1 ac?0̼,F@ ͍@@FQ4@ѪB/ؠ?3~F?}ke@@ ~;4@ ~@v d?0x?:l@)-F@*N`sW@Y?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`@Dl6<@Ũ*}JAXs%'@ F?{0@Y@@0n@13@1^A@1F"+l@1zB @F8M@ŪyB-zV>z?_3=F?%[[@@HZ?VuE?Xd2׿?]OƊ @ffffffD̝j$@D8fAU@!4Kmy;F?ȊG@Y@@1qѠ%@2 z@2,j<@1=ꅀ@1\I@Y2F@ !}0@Y?ffffffF?ffffff@Y?EO{MZ@lvAڤ@и;JF?@@%@M`#@ϐ@)Hu@cDŽir?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?0̼,F?0̼,@?F?@?zSHF?<+@?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4?zSHF?zSH@@ D5k~@bZbAW@'/Ĕ@! M!F?޽@Y@@1H@2 , B@23~@1, +@1~N?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí@DKGҠ@ +9CA]p;)89n@ m6RǡF?wpy,@Y@@1v@1r'SG@1 Fr@1t@1\86 ?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-@Dmf'N@-nX A[[T@ =F?@Y@@2*M^h@2`@2\A2@2-aL@1/Ep?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?DWx-@ĚfAZ @ a@UF?[l7`]@Y@@0S0@1bQ@1t@1t͘f@1fX*Ԝ@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c@ DF<@TUAWYO@! +>TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e@Dȯo5G@k;}AO ;@!YF?ȟ@@Y@@1Ș Y@2_6@2p=;@2N@~N@2KdSO1@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6?$ȟ@F?$ȟ@@@De@ZzAW{,9@ DWF?L@@Y@@03:@1UL~D@1!i@1vy@1~ + ?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?ffffffF?ffffff@Y?ffffffF?ffffff@Y?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH?D@pǝA^]̡@ Vx'F?qiC@Y@@0<\X@1W @1{'@1 #XA +\@*͋F?@@@>Pa@ݦ-K@Ȯ`@6@E +O*@'wA\"CKf@+OLtF?k΅3@@#'}G@%c8?@$)䟧@%6e@& #P?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?=]UF?=]U@? QrF? Qr@? QrF? Qr@?ffffffF@ +҄S@@DHDR@ πbA]r ?s@ lF?tj~@Y@@1;ێ@1|9. @1# @1t~!F@1\1FO@3ݗ+kF@9 e@Y@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o@E@@>kAvx@WF?bh4@@ {k|@"dA @"<̄Z@"c~~@" ٨@DL1:@ /OxA]n<@ mVg\F?x>-b@Y@@1@1nAO@1]U@1t~*)@1\;zA @ D޻64~@ۗAW?.@! +F?JM++@Y@@0@1t񾹇@1x @1e @1gt?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^?D\@$rcMAO\@'F?@@69*~@3B(?@5]mMN@2a@0ϧ1ڐ?0̼,F?|·@@DZ@DfָAX @ ּξcF?0OX@Y@@0$@1_*@1@1t1C.@1lt@ Dà|3}@̲dnrA_K@ ?F?$5@Y@@1jm@2--$@2zP[@1D@1%k?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4? QrD\@$rcMAO\@a F? Qr@@6@37@5Rp@2l g@07$@? QrF@P ^T@@ '76F@qc{@Y@Dȯo5G@k;}AO ;@!YF?ȟ@@Y@@1Ș Y@2_6@2p=;@2N@~N@2KdSO1?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?ffffffDCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL@ D_51@ EZA``0^@ F?At>=@Y@@1Hew@1% @2;3@1{@1ŏ@DA@2bۆA_hB@ =*c1F?v@Y@@0ws@fY@1I׭@19ATc@1*؝Z@0I?ffffffE\Zzu@N@ A} !@W}]`F?Y2 @@#V~@%nr]@%s(*@%@Q@& lR V?{[>F?ւ(]@?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o? QrF@ԟM@?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?k"ɁF?k"Ɂ@?ffffffF?ffffff@Y?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`?zSHF?zSH@@Dk.$&@ȽiNAXfC\\@ 3eF?ިc^t@Y@@0mN[@1=C[@1Ca2@10@15@ffffffDR[@gb/A]gڶ@ nF?ﲫ@Y@@1 e@1UH@1sf@1t燽Z@1\M괡?0̼,D\@$rcMAO\@1tF?t7?1n7@@6H>@3g@5^=r!@2e@0ϗ +!?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@Dȯo5G@k;}AO ;@!YF?ȟ@@Y@@1Ș Y@2_6@2p=;@2N@~N@2KdSO1?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: @5DgP@'}AK$@ @":XvF?~L@Y@@1@2yn@2}k|Z@2m| @2tYz}@DV|N$@ hAVŽ@!,bF?<쿱[@Y@@1tQܢ@2 l3@2.=ӓ@126"e@1ܨw?0̼,D\@$rcMAO\@+#F?L‚@@6@3f@5^@2 wj@0Ϝ~fe@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c@D؄RA1@cAXs|A@ m~F?07@Y@@0N/@1`!@1`@1{ˠp:@1tf>x?ffffffF@@Y@ DF<@TUAWYO@! +>TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e@ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?ffffffF@ s/<.@Y@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c@FBJp1O@eЪA]S|@ gF? @?A@@u @U +J@x@I<@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT@ '76F@$;΅3@Y@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[?앿ExF@ 9.<@?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?zSHF?zSH@@ D!ґ@"yTUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e?ffffffD}@u$?A`!CK&@ (΀tF?䵝yh@Y@@0-@0qi@0xTR@0фeq@0l˴?ffffffDF|kK@VֻA]߫wǹ@ beAF?a=1@Y@@0hao@1x@10$J@1nǼ@1c@EA @܏BA`Q@ oHF?0X:T@@+д6j@.?Dcp@-46E@.wcR@.ڱ?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_?ffffffDCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL@;:hF@)5_@Y?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?F?@@ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI?F?@?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a@EUnC]@bciAr @U6fF?ŬG@@YY[=?@!y@W@!7!m@!s7@")i8bp? QrF? Qr@?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@@DSPRY@\gAVvmK@!'jF?+ I@Y@@0 <@10}D@10::@1pO}@1y@ Dހ|n{@abu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI?E'@A B@ycF?^ N@@4H@Ɋ|k@+Q@ZN +'@ >!@$F@'I'?@Y@DΘ@nWXcA\~w@ F?mqbb@Y@@1c%@1h f^@2 +8@1T&\@1\3;u@D =@2, +ATwc@!N>(IvF?7@Y@@0īW$x@1Б|-@1 4@1W@1DN$?ffffffF?ffffff@Y@F$Y4%@^BS4?&9fF?᭖Z@@!8H?qz]?R]?F#?@!SS F?IV@Y@@0@@1qK*1@1o꼦@1iW:@@1t}j?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/@ffffffD̝j$@D8fAU@!4Kmy;F?ȊG@Y@@1qѠ%@2 z@2,j<@1=ꅀ@1\I@ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a@D .ʼ@ƞ6hAVW^@!g7F?v5@Y@@0j@1{}@1@1 j@1#a@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`@/S&F@4KH@Y@<JwF@<Jw@Y@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@?zSHF?go@@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6?0̼,F?0̼,@?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/@ DD@'kw$ATyWB@!ZHF?|&V@@Y@@1g-@2 6@2)@1r}@1Zb?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/@D\@ŠqA[+@ MF?r[T@Y@@1UDw@1^c! @2MT +@1@)׋@1'd@ D_<Dhk@$9@5.?k"ɁF?k"Ɂ@@DCν@4{LAYgk|@ ʗF?9C@Y@@0%!$O@1@1nyxE@1~ s@1sFo? QrD\@$rcMAO\@b 6F?@@6 +H@3/O,@5V䍠@2LT5"@0Т3ZJ?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?=]UF?=]U@?ffffffF?ffffff@Y@ DD@'kw$ATyWB@!ZHF?|&V@@Y@@1g-@2 6@2)@1r}@1Zb?ffffffF?ffffff@Y@ DI3c@Fc\AY8#Y@ 8ڊF?P]@Y@@11@2 +s@2AT.@1薕Z@1ʖ,=ٓ?0̼,F?0̼,@?$ȟ@F?$ȟ@@?ffffffDF|kK@VֻA]߫wǹ@ beAF?a=1@Y@@0hao@1x@10$J@1nǼ@1c?zSHF?zSH@@D܆Yq@ȕ,23AT@!O F?},{@Y@@0ϓ-@1<N@1z@1A8@1@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?$ȟ@F?$ȟ@@@DzltJ@< +A\\@ jF?$tT@Y@@1a(!.@1钃@2 FQ@1P|@1.@ffffffDR[@gb/A]gڶ@ nF?ﲫ@Y@@1 e@1UH@1sf@1t燽Z@1\M괡@D0|@:BAGl@"|}F?)r\>@Y@@1)@2p)}@2D=F@2}2J@2/:?ffffffF@vB|@?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe@ DI3c@Fc\AY8#Y@ 8ڊF?P]@Y@@11@2 +s@2AT.@1薕Z@1ʖ,=ٓ?ffffffF?ffffff@Y?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@Dצ"5D@ŚqVAXI@ ݕ{F?r/Y@Y@@0@18k@1Q|@1ww@1v}P#@ DQa@ߞQ%A_ѡ!@ 7n{F?K]cA@Y@@2A@20fZ@2j@1 +)@1S@?ffffffF?ffffff@Y@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT@D? F@ŠA[@n(!@ KF?qbb˧@Y@@1Ue@1ì[@2U@1X@1 ?0̼,D\@$rcMAO\@dF?0̼,@@6hb@3#@5Vj%@2Ĵ@0б[ ?DW6@ö/AYd#@ z.F?{@Y@@1;h#Tz@1 yj@1\@1-@<@1C/C@DEѬLA@U +A]v8^Fd@ lF?q`l o@Y@@1E{_@1)j@1?2F@1t@1\(h?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*@ DK@pK/=|AW*%@!^ZF?H@q@Y@@1~-u@2 $4@23,G^N@1 %i@1c}?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@)-F@)-@Y@Dȯo5G@k;}AO ;@!YF?ȟ@@Y@@1Ș Y@2_6@2p=;@2N@~N@2KdSO1@Dְ5o\b@~@:AWm@ ]'jF?v@Y@@0@rk@1f/@1ۣ@1@P$ _@1t߳@$F@$Ca@N@Y?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@?k"ɁF?k"Ɂ@@DRk@ױ|rD0AFg@"]baF?ʫ\@Y@@10n@2ji!@2kb:@2R\\C@2N@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT@Dȯo5G@k;}AO ;@!YF?ȟ@@Y@@1Ș Y@2_6@2p=;@2N@~N@2KdSO1@Dj@S(/ AX.@ cs~ rF?~mH@Y@@0v·9@1B=hV"@1J@14@18!<?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn? QrD\@$rcMAO\@IF@de#pH@@7/ e@3qFD@5kZ"@2OF0@0j@ D6| @=B8<|AW.%@!5eɥF?/Ys@Y@@08@O@1gg'o;@1p\w[ @1YS@1\i@ '76F@@Ъ@Y?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6@D׭u@nw}AVoK~@!xZF?ty@Y@@0[C@1R@1E1@1@1NA +@Dתu@ְl`AV@!%x_F?bb˧2@Y@@0.@1|@1x@16ew@1Tu ?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí? QrF?& @?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@)-F@);.]@Y@ffffffDʽľ}@qmIAWM@ ŵMF?y2@Y@@1gb@2 y@26xP@1@1cH@l?ffffffF@*YB@Y@DМ=s<@xVAVvV}c@!tF?"쪹@Y@@0#)ʓ@1FZ@1@:@1[@1C3l@Dr'ߍ@{X=AV?7RD@!!I_F?9&A)@Y@@0A/|@1l @1 S=@1Μ@1y@Dר*v)@ōԴAX$cC @ Q,F?RCQ@Y@@0vw1@1.#3@1Y@1~Jv-@1u +q@D  +@QIiXAGbu"%@"iqF?ᆘ5@Y@@1+@2ċ:@2@2c7@24? QrD\@$rcMAO\@a F? Qr@@6@37@5Rp@2l g@07$@@ D9?@N८\AT@v@!`>F?`V. +@Y@@1fjر@2 oL{v@2(?a@1*@1/@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4@Ddzln@߿TCAa%lY@߄FF?C]@Y@@1j@19@2PيF@1/!5@1 ?ffffffF?ffffff@Y? QrF?<(oV@@E1Ǔ@0/EA`^@ !gF?+CB@Y@@+${@.2@-cjC@.P{@.dM?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@?0̼,F?ӄv@?EǾu@;!͢A~A#@ү F?@@Է@~DZ %+@"Z@eGv>9@5.?0̼,F?Z +ءf@?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_? QrF? Qr@@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o?DAtT@{A]z\@ l5ڕNF?l!-w@Y@@1~q@1p[G@1dW:z@1t.@1\=d? QrF? Qr@?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?DAtT@{A]z\@ l5ڕNF?l!-w@Y@@1~q@1p[G@1dW:z@1t.@1\=d?k"ɁD\@$rcMAO\@Z.]ϥF?k"Ɂ@@6l@3A@5Z̜{@2Rii@0,Ba@Dݖkg@Nc$:AZUJ@ A͗F?KHӮ@Y@@1CB@1$1@1X<9@1s@1 ?0̼,F?0̼,@?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@EGҹRKS@ +Q=A`fy$@ *^*LNF?.H@@+Oh`e~@-g3@-Q>X9@.ׯ@.5Mw?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*@Ds?%@AV8>@!(F?NP@Y@@0HVn@12@1rp4@18I@1?q@ DI3c@Fc\AY8#Y@ 8ڊF?P]@Y@@11@2 +s@2AT.@1薕Z@1ʖ,=ٓ@Dʏ“@ʮ(ATW@!X%'F?43@Y@@0 K$g@1q}?@1nG@1ij2.[ @1ua@?ffffffF@P@@D%k@YJcAWP⋽@! +axHF?VϪ@Y@@1K$'@2 2ێ@241H@1ƒ}@1rRb@DMy>:@ |A]m&ov@ myqnF?zd@Y@@1φ\@1h @1yi@1thn?@1\@[? QrD\@$rcMAO\@a F? Qr@@6@37@5Rp@2l g@07$@@;:hF@"P7ɛ@Y?ffffffF@ZOY@?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4@DHy@[A]sF'g@ l>tF?sg@Y@@1$gB@1[@1*hj~@1tՁ~@1\/7@ D;e@aApA^|c4r@ P^OF?M++@Y@@13^@2("R@2{-@1[N@1&?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4@DNwQӱ@ HA]lQ@ mJtF?{_I@Y@@16 @1e5@1@1t)Y@1\BQ#?333333DL= j@s WA[+L@ F?`kz]@Y@@1Va'Z@1r@2Ȇ@10'@1e *? QrF?5Jd @?k"ɁD\@$rcMAO\@~F?@//t@@6](@3'@5^ +SL&@2 +@0Ϟ7*@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_?=]UF?a4=@?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?ffffffF?ffffff@Y@ D@~g쬧@iim4dAW5QmT@! ޅXF? +8C@Y@@1(-@2 (: !@23jś,@1E@Y@@0o۩@1$@1K1@1r@(D@1mFAE@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6?k"ɁF?@EN@?$ȟ@F?$ȟ@@?DW6@ö/AYd#@ z.F?{@Y@@1;h#Tz@1 yj@1\@1-@<@1C/C?񙙙EǾu@;!͢A~A#@ү F?@@Է@~DZ %+@"Z@eGv>9@5.@ D[ @v{JAUd0w@!,kZF?8q`@Y@@0~i@1t@1y0Ǖ@1h04W@1n=R*?333333DBЉ@C\AY?zp@ ׈.F?ިc@Y@@1?@2 =@2A5ё@1蕖@1yyC?Eu1z@> #XA +\@*͋F?@@@>Pa@ݦ-K@Ȯ`@6@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?DW6@ö/AYd#@ z.F?{@Y@@1;h#Tz@1 yj@1\@1-@<@1C/C@Dm@9AYATa|8@!M4@lF?/ek@Y@@0:d@10@1La@1u@1*y@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?ffffffDF|kK@VֻA]߫wǹ@ beAF?a=1@Y@@0hao@1x@10$J@1nǼ@1c@;:hF@!j@Y?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4@DL,0K@M [|ATu@!M~{F?@Y@@0\!@1u̻@1KN@1~9ZW@1-@@DPt*@ð6"AYnƯU@ Ұ7QF?P@Y@@17k@2N"m@2L*j^`@ D\x@T@zVAWYed@! +F?s@Y@@1`}ɘ@2 6DL@243[jz@1~@1AF\?ffffffF?ffffff@Y?DfJ@g@AV_h@!˘TF?`s@Y@@1xiT+@2 2@20 )@1>r@1h? QrF? Qr@?ffffffF?ffffff@Y?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?DxG' +@ .AX6@ U F?-b8@Y@@1sE'l@2 @2-@1H<@1݈"o?ffffffD\@$rcMAO\@oq_F@TͷX@@7Me=$@3@5q/@2~?@08w@;:hF@_8@Y? QrF?䳜ΏE@?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_@DQJ{U@EK2A]i@ m;F?~LX@Y@@1@1Yؗ@1і@1t.@1\J)ߑ?0̼,F?0̼,@@D$:LR@$_3AT^@!PF?y@Y@@00x@1e]@1V@1C1)r@1@? QrF?qgKh@@E1g@pA@Y?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*@<JwF@;#TM@Y?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4@D޲, @GB+ATQ=@!RBF?i@Y@@0=lj@1s@1`o@1o-@1!+Q@DSFS@ȗZT_AUqr@!*b&AF?@Y@@04-n@1| +sYM@1u@1o>@1tG G@D? F@ŠA[@n(!@ KF?qbb˧@Y@@1Ue@1ì[@2U@1X@1 ?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?ffffffF?ffffff@Y?k"ɁF?k"Ɂ@? QrF?㯓@?333333E(; @¸rZJA*F@5MF?333333@@KF@4"H@ە@b#@Mkh +@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c@Dݏ%Զ=@cgn2AWr(F@ aF?T Ǐ@Y@@0Zc@1wP@1Ȑ@@1f3W@1fx x?DWx-@ĚfAZ @ a@UF?[l7`]@Y@@0S0@1bQ@1t@1t͘f@1fX*Ԝ@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[?=]UF?H-;@@?0̼,F?0̼,@?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@ D_<Dhk@$bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI?ffffffF?ffffff@Y?$ȟ@F?$ȟ@@?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@DV}{I@ s8AX r@ zLsF?*)s@Y@@0끫@1mj@1&*̳@1րA@1z(XW?k"ɁF?k"Ɂ@@FGڣ+_I@AB/,_?D}bF? x>@?ls$$ \G?|8@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6?{[>F?{[>@?k"ɁF?,B@@D@[x@ȁR5AXz6h?@ 髷F?74@Y@@0t55@1A1)@1IV`@14"z@18-? QrF? Qr@?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@?ffffffDAtT@{A]z\@ l5ڕNF?l!-w@Y@@1~q@1p[G@1dW:z@1t.@1\=d?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`?F?@?ffffffD\@$rcMAO\@ F?ɤY<@@7'_@3D@5i8@2=@0Pwt@Dз4Ej@.8yuAZT3t-@ s'F?갞8@Y@@1Fz @1̗kq@1~r@1i@1,@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c? QrF?\ @@ D٘ (q@ť AY@ q{„F?yЦv!@Y@@0e@1<@1>`@1jv=a@1a*{c'? QrD\@$rcMAO\@M CF?{:@@6M@3r@5U/d@2 + +%@0Et@DՊs=-A@Ŋ͒`AWq@ /sF?*EM@Y@@1Qv.@1m@1ǟB@1,Q5@1u@;:hF@N`퀡@Y?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: @Dз4Ej@.8yuAZT3t-@ s'F?갞8@Y@@1Fz @1̗kq@1~r@1i@1,@F2"I@yܐCB"@M7?3xu~F?,<쿱@?6mЗR?虰PG?`3?[e?J^bV?k"ɁF?k"Ɂ@?ffffffF@BNY)g@@<JwF@'ᆘ5@Y?k"ɁF?k"Ɂ@?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[?k"ɁF?t6@?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@DQw:@ AX6aI@ c7F?_@Y@@0F@1s<@1_;@1{O~@@1s?evR?0̼,F?0̼,@?E!?@@l̖Aji&@vYF?@@@3J@n@]@Eu?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*@<JwF@!6斢nT@Y@DȼQ@`@2q:@2Oe3H@2LBh@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH?ffffffF?ffffff@Y?0̼,F?0̼,@@D׻~p@gwAX02@ 8cF?hۋq@Y@@02iW@1wQ&1@1V!@1>qX@1{ړ.)A?ffffffF?ffffff@Y?k"ɁF?w @@)-F@/u:?@Y? QrF? Qr@?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@;:hF@"d@Y@ DCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL? QrF?!MW@@Da)Q@px&A_ipp@ 9)"eֽF?\>@Y@@2H@20.F@2p +@1Vs g@1D[@DפSF@],L,AYl@Y@@0o@1$-=@17@1z@1pg,J(@D(t@C kAU0u91@!(r~3F?QX'@Y@@0Ɯzd@1@1{-@13N @1n@DB@BW:AX}@ 0F?/s@Y@@0ڂⅱ*@1l@19 $e@1{G;_O@1uaN@Dȣ*N溔@3nAAPb@!̏<F?H˒:@Y@@1n=f@2_]O^<@2p6@2MlW@2JB>g@D%k@YJcAWP⋽@! +axHF?VϪ@Y@@1K$'@2 2ێ@241H@1ƒ}@1rRb@DɝJ@|f}AXl3b@ NCF?n@Y@@0;ui@1z;w@1T5@1yN@1r,`@ DVΗ@A]ݧUu@ b]3F? @Y@@1ཇ +;@2"- @2qt@1Ql@1B@ffffffD̝j$@D8fAU@!4Kmy;F?ȊG@Y@@1qѠ%@2 z@2,j<@1=ꅀ@1\I?ffffffF?ffffff@Y@ DF<@TUAWYO@! +>TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e? QrF?`@@Y2F@8@Y@ DQ0F@8!noA]g.0@ nF?;@Y@@1Gх@2rp@2kK@1@L@19Al,?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI? QrF? Qr@?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4?DWx-@ĚfAZ @ a@UF?[l7`]@Y@@0S0@1bQ@1t@1t͘f@1fX*Ԝ@ Dã}m<@()A_G;`@ @GxFhF?她b@Y@@1@Y$@2-BU@2ADbL@1)z@1M?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?0̼,F@MB@?0̼,D\@$rcMAO\@O F?8Fj@@69܂@35 @5Yv/@2|@0:J6?{[>F?{[>@?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-?DPB@jjHAYDwq@ U#F?#cV@Y@@1A,@1&C6+@1d@15@1˫ ?F?@?E!?@@l̖Aji&@vYF?@@@3J@n@]@Eu?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?k"ɁF?k"Ɂ@@ffffffD@øCAVo2@!z1F?.@Y@@1ys@2 & 4M@20^@1P/-+@1ug?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/@DǑR^@[a,A[q@ DG!ZF?s@Y@@1#,iPp@2- +ۄ@2P%@1G@1c g? QrD\@$rcMAO\@mS%~F?c:a@@6昌d@3#=@5ZІ@2o@0+T@ D9?@N८\AT@v@!`>F?`V. +@Y@@1fjر@2 oL{v@2(?a@1*@1/?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@DȞ7XE@}hAP@!mF?,]@Y@@1-H@2_sZ@2p|@2M@2I-"@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH@Db !@OtzAWa]#@! 4õF?ڐ +@Y@@1]@2 :vgh@24cCtO2@1ꟹ@1ʷ +@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6?F?@@ DFq@˵\.AFT5n@"$iF?5Tu@Y@@1 O(>@222@2^@2232@2Yr?k"ɁF?k"Ɂ@?F?@?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a@D}@MA]7$wq@ r;F?簉'RT@Y@@1(@27@2i#@14#}@1b|L?ffffffE>`'@ؗZr߬Ap5@#EmF?լ)r\@@$' @&A(П@%H @&rd]@&Ŷ6?ffffffF?), +J@?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe@D.=c@ƭILAWg?*@! + F?mq@Y@@0ִi@1db@1f}@1}.&@1z\{O@ D_p@N3AXNo@ -F?,R@Y@@10@2 Ȍ@28rM@1e7@1@ D9?@N८\AT@v@!`>F?`V. +@Y@@1fjر@2 oL{v@2(?a@1*@1/?0̼,F?类)s@?0̼,F?T^&&@? QrF?p&و@? QrF? Qr@@D٫)>@[RaDAX@ /F?7@Y@@0/C@1v+-@1Bl"@1r @1l@ LYt[F@ LYt[@?D 5@oA`az)@ јx F?>P3@Y@@/S_@0Sj!@0>FDۢ@0l@0r@ffffffDNe@=ZA_V`@ >RF?xW)@Y@@0v,q]@1(@18ə|v@1#H@0Bj;?ffffffF@NDN@Y@Eq1$@؎!A@haY_HF?ג8\g@@"~x`@$$Kh@$TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e?k"ɁF?k"Ɂ@?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@? QrF? Qr@@DH&B@!;rAT C@!LyF?쿱[W?@Y@@0\Uc@1@1(>@1\ @1;V~?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH?0̼,D\@$rcMAO\@tbie>F?]EUu@@6rS@3`]@5[2a@2hd(@0 +/ ^@DK_\@VE7 AXv@ ֺc:F?2fo?zSHF?WYO@@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?$ȟ@F?$ȟ@@@DB&@ƭHxkAW X@ L#F?쪸[B@Y@@0Nh=@1+HP-@1.LP@1x6@1uK c?0̼,F?% @?zSHF?zܪa@?DxG' +@ .AX6@ U F?-b8F?@@h*@F(@_C&v@A>@: ?k"ɁD\@$rcMAO\@{8F?hT0@@6mh@3@5[Qɭw@2_@0ڍ? QrD\@$rcMAO\@WG +F?@Kw@@6i<@3N@5ZZ@2إ @00 "@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT?DW6@ö/AYd#@ z.F?{@Y@@1;h#Tz@1 yj@1\@1-@<@1C/C@ D^@fՂnAW9k@ _AF?@x@Y@@0Jiu@1_Y϶@1i77q$0@1QeH@1Sw@ffffffDR[@gb/A]gڶ@ nF?ﲫ@Y@@1 e@1UH@1sf@1t燽Z@1\M괡@<JwF@<Jw@Y@ DI3c@Fc\AY8#Y@ 8ڊF?P]@Y@@11@2 +s@2AT.@1薕Z@1ʖ,=ٓ?ffffffF?ffffff@Y?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?ffffffF?ffffff@Y@<JwF@<Jw@Y?F?@?0̼,F?0̼,@?ffffffF?ffffff@Y?{[>F?Mp*4@?񙙙EǾu@;!͢A~A#@ү F?@@Է@~DZ %+@"Z@eGv>9@5.@ D_<Dhk@$lLY@Y@@1:N@2 ''@23X@1@11UL?ffffffF@1z@Y@;:hF@C@Y@DFIv@wywAYV2@ cF?&IR@Y@@0l@10@1_ @1uSLn@1k?ffffffF?ffffff@Y?F?<(oV@?$ȟ@F?$ȟ@@@D‘R@@A]yb@ bF?puO@Y@@106@2"p @2r&p@1(F@1$?D\@$rcMAO\@g\m8F?O +@@6@vt@3G@5`0T@2Va@0.!?zSHF?vs恪@@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT@ DX{N@T i@ ~_D2F?N&Ԁ@Y@@0!a@1WkV@1?}^u@1hP@1NQ@D̛W +q@CPx.pAUA7@!4EF?eO@Y@@1qI=@2 ƈ@2,m0@15@1޻?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: @$F@(@Y@;:hF@F<3@Y?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?ffffffDCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL@;:hF@s-@Y?k"ɁF?zw@@D^y@DvfAWo?0̼,F?0̼,@@ Dl%z@Z!ЏAYҹV @ n;F?X@Y@@1K@2 ԼGq@2?#@1뙦@11$@DǷbi@9&AaE1@]:F?^ s@Y@@101@1u6/@2PǗ@1{@1J8?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: @E鄡e@6v ^A1B@Y@@0T@1~0@1e@1p5^M!@1rfu?E!?@@l̖Aji&@vYF?@@@3J@n@]@Eu@ Dzfok@@@A_v09@ ;ç4F?xl"h @Y@@1̪@2/+@2I0Q@1$s@1.n?333333E*@ +A}Lr@:GUF?333333@@ :3@ +E'8@!;DH/m@ Mx@Z(??EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@$F@(π3@Y@ffffffDQ-#+@ðOAYm،Z)@ ;VF?v @Y@@1o?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?0̼,F?K,F@@)-F@)-@Y? QrF?年d&@?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?ffffffF?ffffff@Y@ DD@'kw$ATyWB@!ZHF?|&V@@Y@@1g-@2 6@2)@1r}@1Zb?E_:7@BVEߢAB@e*&-aF?333333@@4׬@>*j@)M@f@@S@ Dc П@@A]T㯾"O@ o=F? ҉@Y@@1@2z@2k +Q @1u(C@1HJW@ Di&@Y3A_Kv@ 9⛝SF?ej@Y@@2ߩ@2/6[r@2OP@1%6x@1=?zSHF?-mT_@@ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI?$ȟ@F?BZ@@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?k"ɁF?k"Ɂ@@)-F@/\|ؘ@Y?=]UF?=]U@@D>_eb@" AWx$kk@ MRF?(߹9@Y@@0k+3@17v@1:ܖ@1L\@1q&?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe@EA @kd@܌1i2A`Llk@ ŲF?,]N@@+mզ@.?65c@-3Π@.wP⎯B@.{?ffffffDF|kK@VֻA]߫wǹ@ beAF?a=1@Y@@0hao@1x@10$J@1nǼ@1c@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH@ffffffDR[@gb/A]gڶ@ nF?ﲫ@Y@@1 e@1UH@1sf@1t燽Z@1\M괡?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?ffffffF?s`3@?zSHF?'l@? QrF?a|>?@?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe@EK H@sZIBhAp) w@!T~F?zN{@@D @W3$@.X1@ݼ=<@U#6ꁛ@Dз4Ej@.8yuAZT3t-@ s'F?갞8@Y@@1Fz @1̗kq@1~r@1i@1,@ffffffDR[@gb/A]gڶ@ nF?ﲫ@Y@@1 e@1UH@1sf@1t燽Z@1\M괡?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@@E]@3!A=(@`ffT?(߹9@@!3@$qP@#N@$!6@%,2%X?zSHF?zSH@@ffffffD̝j$@D8fAU@!4Kmy;F?ȊG@Y@@1qѠ%@2 z@2,j<@1=ꅀ@1\I@D%ud]@3 gA`-tP@  u|z@0w?F?@@Dwqi@}gAYϯ[@ ^F?Go*ZF@Y@@1@: +@1˔F~{@1$c%@1{.~@1gm?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí@Dȫ/S@#aAO,:@!wTUlF?bh@Y@@1.@2_ %@2pMR@2M @2J&J?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[@ D_<Dhk@$o?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí@E1} u@(5AaM@F?D">@Y@@+hU@.1#<@-ʿ@.Oa@. .$=?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/@<JwF@<Jw@Y@D޾\wX@ŠW|#A[&2@ BvF?q6@Y@@1UR@1-#@2M3@17D@16Z? QrF?瘤ú@?D\@$rcMAO\@'F?@@69*~@3B(?@5]mMN@2a@0ϧ1ڐ?陙Eb܄U@JvX ATZ6H5@!nF?@@y>@Ok%a@@<5c|@t*?F?@? QrF?b&@@ DycF@k%A^Vv5"@ W&RF?}ke@Y@@1骶r@2&@2xP@1_&@19@D޾\wX@ŠW|#A[&2@ BvF?q6@Y@@1UR@1-#@2M3@17D@16Z?zSHF?zSH@@"DPui@ƊSAVH@!׷F?>BZc@Y@@0ExiS@1na +@1*u߅@1(^g@1?ffffffDCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o@D6 ^@N.AWne@ EHcF?ߏG0@@Y@@0z``@1Q@1w g@1J@1EূZ@ DI3c@Fc\AY8#Y@ 8ڊF?P]@Y@@11@2 +s@2AT.@1薕Z@1ʖ,=ٓ?0̼,F?0̼,@?ffffffD\@$rcMAO\@E̪WF@(z-@@7JJ-]@32z@5p_e@2~>@@0RX? QrF? Qr@?ffffffD4')@#1AXO|~a@ }F?w{@Y@@14@1{(q@1낒@1YSA@1%|?ffffffF?ffffff@Y?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`?ffffffF@+z%t@@D!{Q@t_mAa_zh@nF?wr(@Y@@15 @1d1@2X5@1@~h@1?m?EA:C"@܇j]2+A`z=@ s)F?'RT`e@@+'X@.?#A@-3fn@.w6 +@.\%?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-@ D_<Dhk@$o? QrF? Qr@@ D_<Dhk@$@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?$ȟ@D\@$rcMAO\@̬wF?B=@@71@3_/V@5f m@2Zu:@0͗ۦF?@@h*@F(@_C&v@A>@: ?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?zSHF?ل&ɘe@@DNak@ۻBAU4sװ@!/utJ7F?W'@Y@@0+t@1zXR@1MC@1x@1M(?_-?ffffffF?ffffff@Y?ffffffF?ffffff@Y@ LYt[F@ LYt[@@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*@ DD@'kw$ATyWB@!ZHF?|&V@@Y@@1g-@2 6@2)@1r}@1Zb?ffffffF?.EX@@D%k@YJcAWP⋽@! +axHF?VϪ@Y@@1K$'@2 2ێ@241H@1ƒ}@1rRb?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ? QrF?r:Uf@?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?$ȟ@F?$ȟ@@@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH?k"ɁD\@$rcMAO\@Z.]ϥF?k"Ɂ@@6l@3A@5Z̜{@2Rii@0,Ba?zSHD\@$rcMAO\@[<[F?zSH@@6 +@3-a@5Z(i"r@2dX@0*º@DCØP2@ AA]x@ lgF?ohۋ@Y@@1d!@1`@1S[)@1tp2@1\"_;? QrD\@$rcMAO\@NF?#L5c@@6߲a@3C)@5W-j@2պeV@0Јn?ffffffDCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL@<JwF@";_@Y?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@E1' +u@12A`!0@ 鵫F?+@Y@@+ .l@.2z[@-f@.P@.j~ݓ@DQo{?@\{A]h롢J@ m*+F?~鷿@Y@@1ͷ@1YQQ)%@1<:@1t,F@1\KLH?k"ɁF?k"Ɂ@?k"ɁF?k"Ɂ@@Dќ;GI@}_fAXΆ@ =MF?Ov_خ@Y@@17N+J@1ʬ  @1^`@1 ::@1S1}@Eˬ^@~b3A=VH@aF?e 0@@;X@b~Y@j| v@3え@Gs@ D೦,wY@c-JAWW8@! (EF?Zc @Y@@0 @1gz@"@1oG+W{@1Y  @1]i@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT?zSHF?{@@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6@ DIv}p@F!AY84R9@ FҾF?*c@Y@@1@@2  @2@@1薶Q@1ʘ?k"ɁF?k"Ɂ@?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?0̼,F?0̼,@?ffffffE\,r@4pYA8n)@ aF?֗9m @@#aWI@%< @$r]N@%DrY@%8E;@D估@Ʒ_>AVf=@!dsF?1.@Y@@0d@1LJ5j@1&r@19}|@1Ղ?zSHF?#@?0̼,F?L)(@?F?Y@@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_@ DI3c@Fc\AY8#Y@ 8ڊF?P]@Y@@11@2 +s@2AT.@1薕Z@1ʖ,=ٓ?ffffffF?ffffff@Y?D`)@>A`95hP@ F??) +@Y@@/;7t +@0w~yq@0x޻ /@0n .o@0w+>?zSHF@= +@@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o?zSHF?zSH@?앿ExD\@$rcMAO\@_MF@Q-MnH@@7=ߙR$@3G@5n0 tR@2:- @0˵X%@ D_<Dhk@$F?#-#O@Y@@0uG@1n@@1CZ@1 @1~}V?ffffffF?ffffff@Y@Dިy=@ELATN@!F:o.F? @Y@@0(@1W酈a@1E/z@1~{4 @1b +?ffffffEoyi@Kv'A4@I*QF?ZpT@@!4׷#d@"o?0̼,F?0̼,@?k"ɁF?k"Ɂ@?F?@?$ȟ@F?05a +@?ffffffDCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL@ D;O@ "xA`IV@ CF?RC@Y@@1{@1v@2?5+^@1˦@1G?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí?0̼,D\@$rcMAO\@lF?L0Z:@@6-Ҝ@3A}@5Zȱ @2p@0 x ?333333E'/'T@m#+A)@5?˜F?f[ @@S@[ @ b@rG +@@H/\%9? QrF? Qr@@ D_<Dhk@$o?ffffffD\@$rcMAO\@pUf6F?@?@@7@3b@5d̍ +@2_'P@0*I|@Dȯo5G@k;}AO ;@!YF?ȟ@@Y@@1Ș Y@2_6@2p=;@2N@~N@2KdSO1@ D\x@T@zVAWYed@! +F?s@Y@@1`}ɘ@2 6DL@243[jz@1~@1AF\@Dy@.s=$AW5 {@ k7dF?+@Y@@0O @1Rf;P@1X+(@1@1~?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o? QrF?ߌWM@?k"ɁF?k.@?0̼,F?=}9@?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@7`o.@3c7&@5aɹ@2@0ER@DA@2bۆA_hB@ =*c1F?v@Y@@0ws@fY@1I׭@19ATc@1*؝Z@0I@)-F@.eO7u@Y@DCu@Q AW8Oy@ tEF?FIl.@Y@@0 IM@15壼@1D4@1 @1ddr@D^-@ƥ5B*AU1r@!J>8WpF?/0@Y@@1kd@2 A[$0@2*\L@1?j@1 7@ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: @ffffffDQ-#+@ðOAYm،Z)@ ;VF?v @Y@@1 F?@@Ph@8ibnB@փhN@ȴs@a?/?D 5@oA`az)@ јx F?>P3@Y@@/S_@0Sj!@0>FDۢ@0l@0r?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?ffffffD@pǝA^]̡@ Vx'F?qiC@Y@@0<\X@1W @1{'@1o?k"ɁF?k"Ɂ@?D}@u$?A`!CK&@ (΀tF?䵝yh@Y@@0-@0qi@0xTR@0фeq@0l˴@DRm_@50AW246J@!F?$ p@Y@@0Ɉ:@1}~@1@ +kAPA]p`͓@ m2&@-F?wFze@Y@@1{ѐ@1sl@1;N@1t0hR@1\78}?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@ D6\@϶yA`#[\6@ (`\F?̷@Y@@2 *@26R0-@2"OpZ@1kr@1y@Dȯo5G@k;}AO ;@!YF?ȟ@@Y@@1Ș Y@2_6@2p=;@2N@~N@2KdSO1?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@ DF<@TUAWYO@! +>TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e@ D9?@N८\AT@v@!`>F?`V. +@Y@@1fjر@2 oL{v@2(?a@1*@1/@Du@AX`@P@ `/?F?0@Y@@0@X@1O!9@1XL,@1@#91@1C@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@DLUQ{%@ FA]nK!@ mZPcVF?x?)@Y@@19@1my@1@1t^(@1\;?D'h@T@AT8xV@!a F?Ր@Y@@1ejW@2 շi@2(w"@1ŗ@1} Y@ D9?@N८\AT@v@!`>F?`V. +@Y@@1fjر@2 oL{v@2(?a@1*@1/?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@D̃N@48]1AU@!1jRF?nX/D@Y@@1rM@2 x.@2-M={ @1qC=@1ʾ@Db !@OtzAWa]#@! 4õF?ڐ +@Y@@1]@2 :vgh@24cCtO2@1ꟹ@1ʷ +@ffffffDQ-#+@ðOAYm،Z)@ ;VF?v @Y@@1@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[@D4PGI@=g73^AXTҥ@ BlF?9.<@Y@@0^@1L\@1Ux%h@1>Nb@1AdWA@ DCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL@DNC@8?sKA[Frc0@ CaphF?th@Y@@1cTq@2i$G@2S=&@1R?b@1ëˉ!?k"ɁF?k"Ɂ@?0̼,D\@$rcMAO\@pF@m@@7PO@3t<@5q@2~p@0ҍ̘?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*@Dܫ]n@ǞAV^@!h=F?[B@Y@@0 +%)@1b@1&z@1t2cH@1tݜ\? QrF? Qr@?ffffffF?+^R@@DXC@@JATxhd@!T>F?-V@Y@@0D',@1{] 8@1@1oC=@1ʆ{@;:hF@$)K@Y@ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT@D +q@ʇ AHoC@"kU@RF?c{ 2@Y@@1W1@29IG@2bޛ@2d@2M:t@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o?ffffffF?ffffff@Y@ Dp@R\AW\%h@! vF?7 ܇U@Y@@1Ç@2 7Gv@24E@1ft@1.3ba?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@ D9?@N८\AT@v@!`>F?`V. +@Y@@1fjر@2 oL{v@2(?a@1*@1/?ffffffD}@u$?A`!CK&@ (΀tF?䵝yh@Y@@0-@0qi@0xTR@0фeq@0l˴? QrF? Qr@?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[? QrD\@$rcMAO\@&حF?aQ@@6Ά3Z@3f~d@5U7lN@2@0I:n?k"ɁF?k"Ɂ@?{[>F?ע q@?Eu1z@> #XA +\@*͋F?@@@>Pa@ݦ-K@Ȯ`@6@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6? QrF? Qr@?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?ffffffD4')@#1AXO|~a@ }F?w{@Y@@14@1{(q@1낒@1YSA@1%|@D۸$ @Ȃ;rATTf@!L +bVF?Pܜ@Y@@0ϑz`@13:k@1L؛@1;@1N>?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-?0̼,F?0̼,@@E}=<@./AݸG@}fRF?֦Y@@#My@!@%ɰ@%DL;D@%u@&2*$@;:hF@!@Y@<JwF@+^S@Y?ffffffF?ffffff@Y@$F@)j3 @Y?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`?zSHF@  )k@@ffffffD̝j$@D8fAU@!4Kmy;F?ȊG@Y@@1qѠ%@2 z@2,j<@1=ꅀ@1\I?ffffffEt4@:+LAp0@XF??EwU@@22@mٱr@Mh]@{N]]G@518?0̼,D\@$rcMAO\@F?sX\@@6@34D@5]Re@2 +--w@0ϱ1-|?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?$ȟ@F?2@Y@DA@2bۆA_hB@ =*c1F?v@Y@@0ws@fY@1I׭@19ATc@1*؝Z@0I?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí?D\@$rcMAO\@u/F?-@@6*d@3YD\@5^լTy@2f@0ρlR@D\@ŠqA[+@ MF?r[T@Y@@1UDw@1^c! @2MT +@1@)׋@1'd?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?F?@?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-? QrF? Qr@?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@?E!?@@l̖Aji&@vYF?@@@3J@n@]@Eu?0̼,F?0̼,@@DL1@Ũ AY"bR-@ ѼuF?C\@Y@@0'@1V:T@1 @1s y@1k(~x6@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH@Dt,g/@*$;AUrY@!/F?]9@Y@@1sC-d@2 -@2-ب7y@1oT@1݊7?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@DؐHaG@/GAmAZ*)4@ F?u!@Y@@0ݶ}Yl@1Tׅl@1ic @1l&#@1`uT?=]UD\@$rcMAO\@2 +F?Ƌ@@6U@3\'@5O9}r@2@0Ѯ~r@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@1;.F@&^doa@Y@D͉+@kIڀ|AY`l~@ q F?$LD|1@Y@@1AZJS@1@}{@1@f@1p@1s?ffffffDnd@^voAU@!8FfF?ﵲK@Y@@1p|2@2 +۔6@2,UӠ@1w#2@1 +(8s@ '76F@5{x@Y@Dݖkg@Nc$:AZUJ@ A͗F?KHӮ@Y@@1CB@1$1@1X<9@1s@1 @Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6?k"ɁF?e@Y?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^?zSHF?z<@?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4?DkX)@É/A\DR@ wF?g*d@Y@@1t@1Z٧@1d@1si7@1^e?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@DkpX@zGDDZAV8@!!5^sF?>E@Y@@0R/@1P?@1m@1=ec@1U~U@ '76F@k&@Y?0̼,F?0̼,@@DKOF@+#=A^s!@ J:؊oF?Q@Y@@1@2*~@25_@1@1ߍr@DA@2bۆA_hB@ =*c1F?v@Y@@0ws@fY@1I׭@19ATc@1*؝Z@0I?0̼,F?0̼,@@ D.͌'@AIA^'>q$U@ M]IF?(@Y@@1A>L@2)Gh`@2}̃@1Y@1KO!?zSHF?zSH@@Db !@OtzAWa]#@! 4õF?ڐ +@Y@@1]@2 :vgh@24cCtO2@1ꟹ@1ʷ +?F?@@DÞ&s@5P A_MoN+@ ?~{F?-b8@Y@@1@)@2 @2?T/0@1螜\@1/3E@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6@DSI@]AW^LPB@!wHF?VϪ@Y@@0W@15(]@1\Խ@1rQ!@1D +n?k"ɁF?&V@~uQ@?0̼,F?(@?ffffffF@j@Y?EQ(jI[@;.zRAY0,@UffF?@@ +_@w @ YBn8@.'@b?@ D!j@8qcA\5@x@ ~.GF?-Y@Y@@1l%z@23@*@2cї@12x@1ku?ffffffF?k8@@E. S@AJQ@{zRF?>BZc @@!]@$8^@#҉@$l˻@$1?ffffffF?ffffff@Y@ DF<@TUAWYO@! +>TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e?DfJ@g@AV_h@!˘TF?`s@Y@@1xiT+@2 2@20 )@1>r@1h@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o?$ȟ@F?$ȟ@@?ffffffF@pMUh@Y?ffffffDF|kK@VֻA]߫wǹ@ beAF?a=1@Y@@0hao@1x@10$J@1nǼ@1c?ffffffEGd@ѤfAR@F?$Jb#@@"QŊE@$$_ @#/@$LgBJ@$?s?$ȟ@F?$ȟ@@@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6?񙙙EǾu@;!͢A~A#@ү F?@@Է@~DZ %+@"Z@eGv>9@5.?ffffffD@pǝA^]̡@ Vx'F?qiC@Y@@0<\X@1W @1{'@1@;/4?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-?F?@?zSHF?zSH@?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT?D6C%d@J$KA_@ԑ@ @_];F?嬚@Y@@0uΨ@1ܓa@18;Mp2@1)fʆ@0U۝b@F2Ny@d.RBI?P)GF?>B@@{@E'*@$\1@ +n;[@qK9bA@ DD@'kw$ATyWB@!ZHF?|&V@@Y@@1g-@2 6@2)@1r}@1Zb@D͉+@kIڀ|AY`l~@ q F?$LD|1@Y@@1AZJS@1@}{@1@f@1p@1s@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH?EtVuSa@O ZAпef@1bF?@@RCw@"N @>],@-,3y@3 ?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-@DI6Š@ c^EVA]rT%@ m'F?uO7u@Y@@1U@1zYj@1;1@1tl@1\2M@ D:@< A_Ԉ@ /s<|)F?X@Y@@2 +6@23 +W@2&@1)O@1?zSHF?@@ffffffDT@D +A_K }@ ?OF?墇~m@Y@@0v;:c@1"c@18~cO@1 6@0br#/?ffffffDCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL?0̼,F?0̼,@@D΄7&x"@A\~5&@ F?\$_[@Y@@1c5&@1ӬEHH@2 ng@1f@1˸?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/@ DF<@TUAWYO@! +>TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e@ D,F?@@h*@F(@_C&v@A>@: ?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`?k"ɁF?w@?ffffffF?ffffff@Y@E͵@$Z7AAWkN@mA@F?gwZ@@"OǓb@%)CwI@$vǏ@%\{Mg@%S H@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6?k"ɁF?v[@@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_?񙙙Eod@©aKA:@F?333333@@끃`@n@ֆ@s@^P@DV|N$@ hAVŽ@!,bF?<쿱[@Y@@1tQܢ@2 l3@2.=ӓ@126"e@1ܨw@ LYt[F@_{J#:@Y? QrD\@$rcMAO\@*nĺF?ԯmN@@6ڌ.@@3[BJ@5Xl<@2[@0jd* @ D9?@N८\AT@v@!`>F?`V. +@Y@@1fjر@2 oL{v@2(?a@1*@1/?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí@E I@:SZAf/<@#E7lF?պ B@@#A )@&'_[@%gxr@&YG@&U_@<JwF@"!nJ@Y?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*@D̎rPi@;H#AUb ^9@!2'>&F?yЦv @Y@@1rY\@2 ŢO@2-$a@1)R@1T]@<JwF@!E0@Y@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c@ DF<@TUAWYO@! +>TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e?=]UF?=]U@@EZ b@RZvAIѵ4@1F?{ 1@@"CL @$[H@$h@$mdN@%8E? QrF?ibS@@DΫo@)_SA\oΉ%@ 0r5F?|O"@Y@@1bC%7@1+5 @2 +L| @1}@1r?k"ɁF?k"Ɂ@?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-@Ds]@Ɔ4:y>AXwضP@ 㹦FF?뷿`@Y@@0Ö@g@1|Xš@15@1iaHv0@1eWt?zSHF?e%@@ DF<@TUAWYO@! +>TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e?ffffffF?ffffff@Y?E'@A B@ycF?^ N@@4H@Ɋ|k@+Q@ZN +'@ >!@D +,@U/AT2m$@!L_zF?s@Y@@0Eŭ@1hͼ@1aD2@1 ]@1qyL@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI? QrF?׃@?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?ffffffF@ (w@?E!?@@l̖Aji&@vYF?@@@3J@n@]@Eu@ LYt[F@[@Y?D 5@oA`az)@ јx F?>P3@Y@@/S_@0Sj!@0>FDۢ@0l@0r@ Daҟl@%6 AX y-@ F?Ҳ@Y@@1@2 &@28У@1iF,%@1,&@Du @[AW/k@ F?R}A@Y@@0D~@12WF@1A Z@1.PX@1{ʡr@DFLS@!AV1@!%njbF?gS@Y@@0TMI@1 kM@1'j@1`lJa@12:2?ffffffDF|kK@VֻA]߫wǹ@ beAF?a=1@Y@@0hao@1x@10$J@1nǼ@1c?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@E{'@ ZIA d@ѯ/F?6P%@@#NU3@%Az<@$Fw@%t4_@%BE?0̼,F?0̼,@?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?k"ɁF?O;@@D^-@ƥ5B*AU1r@!J>8WpF?/0@Y@@1kd@2 A[$0@2*\L@1?j@1 7@D$*n7@[#4AGR@"ކjqF?KI@Y@@1}@2;*@2R2^@2g@2w@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c@D\@œLAXӽ&@ _F?!R<@Y@@0UI@1.@1v#?$@1`pO@1yK%c?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn? QrF? Qr@?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@? QrF? Qr@@ DF<@TUAWYO@! +>TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*?0̼,F?>0^@?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí?ffffffD}@u$?A`!CK&@ (΀tF?䵝yh@Y@@0-@0qi@0xTR@0фeq@0l˴?zSHF?Z@@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_?E!?@@l̖Aji&@vYF?@@@3J@n@]@Eu@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT?zSHF?B@?k"ɁF?4L7@@Dз4Ej@.8yuAZT3t-@ s'F?갞8@Y@@1Fz @1̗kq@1~r@1i@1,@Dd [l!@nୠYAVT +@!G)[F?!Wh@Y@@0? @1O;k@1Ų@1Ic@1u@DÊNc@G`VqA_d"{@ ==䞘F?\$_@Y@@1@2.}F@2tD@1S:B@1!ɦ]@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT?ffffffF?ffffff@Y?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí@D̲X@S"HAUD8@!6T~8F?r/Y@Y@@1q)e$@2 @2, +MŠ@1!SA"@1wt?ffffffF@|C@@D`@QwSA`vkD@ GXF?iQX@Y@@1D{v,@1؆$@1U@1}4@1Wm/,?ffffffEӒhD@@ AL }r@0UF? +|[@@#(F{@%ۥQ<_"@%i^Ą@& >@&~?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe@ DF<@TUAWYO@! +>TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e?0̼,F?#CS@?0̼,F?0̼,@?ffffffF@3eU@?񙙙D`)@>A`95hP@ F??) +@Y@@/;7t +@0w~yq@0x޻ /@0n .o@0w+>@;:hF@'$/@Y@Db !@OtzAWa]#@! 4õF?ڐ +@Y@@1]@2 :vgh@24cCtO2@1ꟹ@1ʷ +?ffffffEhp:-@7ղRAV@r v8MF?ffffff@@VIA(@@!s@*Zb,@CY(@x2@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH@D? F@ŠA[@n(!@ KF?qbb˧@Y@@1Ue@1ì[@2U@1X@1 @DAG@&6AXC6@ cEF?묚@Y@@0HZ@1L5~;@1V j@1=w@1@q̓?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4?k"ɁD\@$rcMAO\@Z.]ϥF?k"Ɂ@@6l@3A@5Z̜{@2Rii@0,Ba?ffffffDF|kK@VֻA]߫wǹ@ beAF?a=1@Y@@0hao@1x@10$J@1nǼ@1c@D^-@ƥ5B*AU1r@!J>8WpF?/0@Y@@1kd@2 A[$0@2*\L@1?j@1 7@<JwF@!upe@Y?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a@D@u:@PAV֟ +@!)zF?.}A@Y@@0/|_@1XE@1s:@1 70@1#y;?0̼,F?ag3@?ffffffF?W% @@EKA@,[A@@?*F?;wF{@@"G@%9&@$mH$A7@%l<@%5{?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-?ffffffF?ffffff@Y@E*Y@LXqFA:MAR@K!ZF?ՏG0@9@@$p@&[kr%@%䂳Y@&mD@'?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@;:hF@.k^@Y@D_@|÷6AYȹf@ ɐVF?{[>@@F2]tK@YFB.&?HF?Rv@@ k;lP?F'tw@JvdQ9?4?yV6>?F?@?zSHF?9w@?333333D6C%d@J$KA_@ԑ@ @_];F?嬚@Y@@0uΨ@1ܓa@18;Mp2@1)fʆ@0U۝b@ D_<Dhk@$TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e?ffffffF?DVS@@ D\C~? +@ɶ/ NAU3^@!0qn(]F?եb@Y@@04@1d͘9@1fW_O@1Z@1cG,.?ffffffF?ffffff@Y?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?앿ExF@o@Y?0̼,F?2@?zSHF?+a@?D}@u$?A`!CK&@ (΀tF?䵝yh@Y@@0-@0qi@0xTR@0фeq@0l˴?ffffffDF|kK@VֻA]߫wǹ@ beAF?a=1@Y@@0hao@1x@10$J@1nǼ@1c@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[?k"ɁF?k"Ɂ@@Duf@Ll U"A[ 3t@ R#F?$@Y@@1b5@2G@2R߾@1 +0@1vF?$ȟ@F?$ȟ@@?0̼,F?0̼,@@D\@1GAG`O!@"iiF?kP|@Y@@1[@2?@2ASf@2 iT@2p@ D_<Dhk@$o?DxG' +@ .AX6@ U F?-b8Rw@1^@1X?ffffffF?| @@F0pRs@&(LпB%xDR ?[|]!F?Fg@@HZ"G? )?a?YZ@Y@@1sE'l@2 @2-@1H<@1݈"o@DG͙lH@A]s B@ lkF?sGO@Y@@1'T@18@1,^@1t?@1\.I7?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?0̼,F?0̼,@@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@DQĻw@ɘiFA`|E@ }2F?FV@Y@@/<"Zgu@0xr]<@0y/6w@0mr@0v; ?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?333333D?SQ@Ay]UAYBxu@ :kVF?@Y@@1fA@2 #u@2AMxS@18@1ln-?zSHF?zSH@?D 5@oA`az)@ јx F?>P3@Y@@/S_@0Sj!@0>FDۢ@0l@0r@ Dàt&@!ǯA_KO,@ ?9F?r/Y@Y@@1|m@2- @2r(@1@I-@1D""@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c@ffffffDR[@gb/A]gڶ@ nF?ﲫ@Y@@1 e@1UH@1sf@1t燽Z@1\M괡?0̼,F?0̼,@@ffffffD.-zb@=-b5A_WH؉@ >и%bF?喻@Y@@0v p@1ۺ=@18w4*@1#@0@-?0̼,F?0̼,@?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí@ffffffD̝j$@D8fAU@!4Kmy;F?ȊG@Y@@1qѠ%@2 z@2,j<@1=ꅀ@1\I@ D߾Ɓ@~VA\ͥ p@ |^F?#@Y@@1͕g@2.;@2d:@1)B@1?D 5@oA`az)@ јx F?>P3@Y@@/S_@0Sj!@0>FDۢ@0l@0r? QrF? Qr@?zSHF?zSH@@Dȯo5G@k;}AO ;@!YF?ȟ@@Y@@1Ș Y@2_6@2p=;@2N@~N@2KdSO1?D@pǝA^]̡@ Vx'F?qiC@Y@@0<\X@1W @1{'@1F?@@h*@F(@_C&v@A>@: ?D\@$rcMAO\@F?J-`@@6<@3 r"@5_ =@2O@0zrB@ Dm@ @ZAYQb@ MBF? e@Y@@1@2 @@2?GY@1AUë@!/_.LF?ɅoiD@Y@@0͝,_@1OU@126@1g@1??0̼,F?0̼,@?ffffffF@ANF@@D؀ȯ#@Ib AX,@ ޔFF?뀝IQ@Y@@0e@1}@1W@1y8 }@1rT@EN$[ے@hA"m@Sz#F??z@@ Gմ@"LS"!@!(gn@"scca T@"Xr@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6?zSHF@&rK@@DuX@ƚ5|AXL[u@ O׹LeF?B؃@Y@@0&@1}rcg@1c?@1jS@f@1g\Y?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?D`)@>A`95hP@ F??) +@Y@@/;7t +@0w~yq@0x޻ /@0n .o@0w+>@Dg-T@ɂaAV[f>@!&'F?iu @Y@@0򝳁.@1'*@1|2M@1=-I8@1aRw?D\@$rcMAO\@'F?@@69*~@3B(?@5]mMN@2a@0ϧ1ڐ?333333EǾu@;!͢A~A#@ү F?@@Է@~DZ %+@"Z@eGv>9@5.@ DgI@op A_ W@ 2MY F?Ѣ@Y@@1Oe @1I@20KOeJ@1`*v@1?0̼,F?0̼,@@ffffffDʽľ}@qmIAWM@ ŵMF?y2@Y@@1gb@2 y@26xP@1@1cH@l?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT? QrF?͵*@?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^@Dk?t@.sAXj2}@ umF?Jw@Y@@0:k@1B־:@1s6K@1{uB@1ur?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?앿ExF@37e@?F?@?DxG' +@ .AX6@ U F?-b8GA[%e<@ P ΑF?uKۡ@Y@@1jX@2v*6@2V +@1T@1$B@DJT@,BAV%Ydp@!+)F?/v@Y@@1tÃ@2 yWY@2.<@1)%*@1Lm?=]UF?=]U@? QrF?gB@?ffffffD\@$rcMAO\@JF@sx@@7,L>F@3\є@5j䛫@2@@0̜7@ DFq@˵\.AFT5n@"$iF?5Tu@Y@@1 O(>@222@2^@2232@2Yr?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^@D\@ŠqA[+@ MF?r[T@Y@@1UDw@1^c! @2MT +@1@)׋@1'd?E7K@„[IPEA0Cg@]zNF?@@n= 5@J1@d?2k@Es)@<x?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?k"ɁF?k"Ɂ@@DܵzN@#)AT%|@!^$>H,F?KhH@Y@@0ʦ9Ƞ@1(@1 k>@1h@1 @;:hF@9Oi@Y@ DCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL?$ȟ@F?$ȟ@@@EL*IK"@LJ +7AIi'@JUF?՚BC@@$7rK@&YkQ@%. @&[/@':@;:hF@;:h@Y? QrD\@$rcMAO\@zF?[@@6ѱoBG@3-q@5VSOh@2xgG?@0зq@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6@)-F@)-@Y?F?-&t@Y@ DI3c@Fc\AY8#Y@ 8ڊF?P]@Y@@11@2 +s@2AT.@1薕Z@1ʖ,=ٓ?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?DkX)@É/A\DR@ wF?g*d@Y@@1t@1Z٧@1d@1si7@1^e?0̼,D\@$rcMAO\@dF?0̼,@@6hb@3#@5Vj%@2Ĵ@0б[ @Do<^@_É^AU=AC@!C%ιF?եb@Y@@0{<@1b6#ъ@1۠@1~AE\j@1?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?DL= j@s WA[+L@ F?`kz]@Y@@1Va'Z@1r@2Ȇ@10'@1e *?ffffffF?ffffff@Y?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?$ȟ@D\@$rcMAO\@mxmsF? +9>@@7#Q@3(Wt%s@5hɩ@25s9@0p?0̼,F?0̼,@? QrF?l@@ Dñ8u@aLA_7i.@ Aʆ(5F?5@Y@@1^5@2-<@2Zy@1g1@1B~?F?2@@ DMFJ`@qV%AW(>|H@!AUOkF?*0@Y@@1~e@2 $Fl@23"Z4@1:@1n>&z@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH@Dќ;GI@}_fAXΆ@ =MF?Ov_خ@Y@@17N+J@1ʬ  @1^`@1 ::@1S1}@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@Dj\@űk%AX\:zX@ uȄ!F?tr@Y@@0H@1[O@19c@1)U@1{RB@ DI3c@Fc\AY8#Y@ 8ڊF?P]@Y@@11@2 +s@2AT.@1薕Z@1ʖ,=ٓ?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?E!?@@l̖Aji&@vYF?@@@3J@n@]@Eu@DG:p@k)EAYn@ kF?$Jb#@Y@@1A/~@1ɧ@11D@1T@1w.@ffffffD̝j$@D8fAU@!4Kmy;F?ȊG@Y@@1qѠ%@2 z@2,j<@1=ꅀ@1\I? QrF?h2@?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4?ffffffF@ w8`@?0̼,F?0̼,@@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?0̼,F?X @?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*@D!=~@9//AWF@ 0bF?9XbN@Y@@0fV @1Y@1{W@13R(@1_@Dyk@kُGAYB|f@ ƋNdF?%|o@Y@@1Al@1m%@1@@1K,@1ŏT?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@D%k@YJcAWP⋽@! +axHF?VϪ@Y@@1K$'@2 2ێ@241H@1ƒ}@1rRb@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[?0̼,F?)r\@?ffffffE0@НhA~1@ӂVF?M_Ë@@08m@ +@Gg@u;M޵@0@DmD$@Ƒ::AWt%;@ Fߨ4F?@Y@@0Oo@X@12W@1\7@1bhm@1{ye@D݆]t0@Ǟ2`BAVFl@!'xF?}A5Tv@Y@@0Ѡ0r@1vu@1*0myH@1F!<""@1}[zx?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí?0̼,F?0̼,@?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@ Dh*@F&Aa]6~6@B qoF?{tҳ@Y@@2HF7@@2O@27n@2^@1(L?E'@A B@ycF?^ N@@4H@Ɋ|k@+Q@ZN +'@ >!@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT?k"ɁF?k"Ɂ@?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn? QrF? Qr@?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?ffffffEhp:-@7ղRAV@r v8MF?ffffff@@VIA(@@!s@*Zb,@CY(@x2?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-?ffffffF?r%@?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe@D^-@ƥ5B*AU1r@!J>8WpF?/0@Y@@1kd@2 A[$0@2*\L@1?j@1 7?ffffffE`@i"fV(A?&r@קsF?&q@@#ޙ~`@%(!@%l*Ho@&oR*@&a3@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[?ffffffF?ffffff@Y@/S&F@3Bom@Y?k"ɁF?k"Ɂ@?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?{[>F?ݰ![:@@ Dƹ@/iA`jQ@ UiF? I^5@Y@@1m@1I @2? +_@15>U@1LAv?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@ Dʹ@3ǭ$AW @ ]"F?u g@Y@@1CmI@2 }AR@26MK@1]R@1PP@$F@'(^)@Y@D[k@9//AXwst@ a}KF?ZIf@Y@@0"KN@1@1@1r Ųi@1l:ܿ?k"ɁF?k"Ɂ@? QrF?oP}@@$F@)F '@Y? QrF?M{@?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/@<JwF@ 2&@Y?Ee@mAHn@: sF?f[ @@XzP@q@!*@xK#x@NX.]?DL= j@s WA[+L@ F?`kz]@Y@@1Va'Z@1r@2Ȇ@10'@1e *@DL@84[@ì>i5AYu3Q@ F?래7@Y@@19~?ffffffF@ yc#@@ D9?@N८\AT@v@!`>F?`V. +@Y@@1fjر@2 oL{v@2(?a@1*@1/@ LYt[F@Tj]k@Y?$ȟ@F?$ȟ@@?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`@D޾\wX@ŠW|#A[&2@ BvF?q6@Y@@1UR@1-#@2M3@17D@16Z?0̼,F?0̼,@?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/@D̋@9N@]AU|-O@!2J5b6XF?vi@Y@@1rpO`@2 hQ@2-.ɓ@19ٝ@1?@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?ffffffF@MAZt@Y@ D_<Dhk@$@;/4?k"ɁF?pmPes@?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?zSHF?zSH@@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[?0̼,F?0̼,@@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?k"ɁF?k"Ɂ@@DU>'@8WpF?/0@Y@@1kd@2 A[$0@2*\L@1?j@1 7@Db !@OtzAWa]#@! 4õF?ڐ +@Y@@1]@2 :vgh@24cCtO2@1ꟹ@1ʷ +?F?@?0̼,F?0̼,@@ D &)@JbAVMC3Pa@!ʴ&!F?++%@Y@@0q +$@1`œ(:@1dQvv@1U0@1\IO?ffffffF?ffffff@Y?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?k"ɁF?k"Ɂ@?0̼,F?n_Y+@?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: @DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT? QrF? Qr@?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?񙙙Eod@©aKA:@F?333333@@끃`@n@ֆ@s@^P?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@F;7烪@N8B&!v`?@}F? Fd@?㞙?%t"?]?t?_zяV@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o@Dȯo5G@k;}AO ;@!YF?ȟ@@Y@@1Ș Y@2_6@2p=;@2N@~N@2KdSO1@Y2F@o@Y?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/@ffffffD̝j$@D8fAU@!4Kmy;F?ȊG@Y@@1qѠ%@2 z@2,j<@1=ꅀ@1\I@Db !@OtzAWa]#@! 4õF?ڐ +@Y@@1]@2 :vgh@24cCtO2@1ꟹ@1ʷ +@ffffffDQ-#+@ðOAYm،Z)@ ;VF?v @Y@@1 F?@@Ph@8ibnB@փhN@ȴs@a?/?zSHF?(][@?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?ffffffF?ffffff@Y?ffffffEvj(@IyA^󃋍a@GSIF?d>@@X-%@5%@ı@Xx}@#Cn?zSHF?jM@?0̼,F?[[@?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?k"ɁF?VM@? QrF?@> @?ffffffF?ffffff@Y@ D9?@N८\AT@v@!`>F?`V. +@Y@@1fjر@2 oL{v@2(?a@1*@1/?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^?zSHF?zSH@@D:&7ca@+wAY<۱-@ NF?v@Y@@0iZ@17o @1x@1vs@1mZ@ffffffDK{|@@ )A_R!@ ?M;kF?固 @Y@@0v2@1e@18 @1")4Y@0N~?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*?ffffffF?ffffff@Y?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?ffffffF?Kbw]@@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6@D q@k]jAY'h@ }oJF?% @Y@@1A M4,@1x*H@1g@1 +Kq@1ґZǂ@ DI3c@Fc\AY8#Y@ 8ڊF?P]@Y@@11@2 +s@2AT.@1薕Z@1ʖ,=ٓ?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?0̼,F?0̼,@?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*?F?@?zSHF?@@Dٮ oP@(AXsmiF@ ("0JF?o5J@Y@@0e2׺@1$c'@1z~*@1tD8z@1n%V @EŐl +)>@+A鬥d@A#'F?doa@@S\@/;ۡ@ct9*p@XY|@d?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`@<JwF@!?/I@Y?k"ɁF?k"Ɂ@?0̼,F?0̼,@@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?=]UF?Vϫ@?=]UF?=]U@?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@<JwF@!jMnG8@Y?zSHF?zSH@@$F@$@Y@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?333333D}@u$?A`!CK&@ (΀tF?䵝yh@Y@@0-@0qi@0xTR@0фeq@0l˴@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o? QrF??]@@D>F?@@h*@F(@_C&v@A>@: @ D_<Dhk@$@;/4?DxG' +@ .AX6@ U F?-b8F?{[>@@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_? QrD\@$rcMAO\@Az2F?冓ͧ @@6֞ܥ@3A @5WH@2 @0Ќ{.S?k"ɁF?k"Ɂ@?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@ffffffDʽľ}@qmIAWM@ ŵMF?y2@Y@@1gb@2 y@26xP@1@1cH@l? QrF?BE@@EF\@(.AhT@zF?{5+@@#gA@%@%Z@&@&yB4?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?ffffffF@#tyN@@EM8@@m5QA;@7maF?յ@@$y#@&?H@%<1Y-@&r<@&A6@Dз4Ej@.8yuAZT3t-@ s'F?갞8@Y@@1Fz @1̗kq@1~r@1i@1,@Dy81@HCA`"F@ sJ'F?{ 9@Y@@/!?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?DW6@ö/AYd#@ z.F?{@Y@@1;h#Tz@1 yj@1\@1-@<@1C/C@DTH՘@ѰM6UmA`Ӵ@ 9v F?.S@Y@@/;@0w%dk@0yVw@0nX)A@0wzs.?k"ɁF?Jw@?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@Dз4Ej@.8yuAZT3t-@ s'F?갞8@Y@@1Fz @1̗kq@1~r@1i@1,@ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI@DשO>@ŌSUAXc> +@ 巼4>F?K]c@Y@@07Ǔ@1:-E@1`F5@1;^@1~@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[@ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI@D, nx@q&ߞAG0 6@"wF?*EM@Y@@1s@2p3@2bĺ@29MY0@2Ebr_?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@Dtfg@HpAXHkp34@ {F?#c@Y@@0[@1N?@1@1}-@1vsHM@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?D 5@oA`az)@ јx F?>P3@Y@@/S_@0Sj!@0>FDۢ@0l@0r?0̼,D\@$rcMAO\@i_F?UZQ +@@6Qt!t@3R?@5ZF@2sԌ@0Ɔ@ DF<@TUAWYO@! +>TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e?0̼,D\@$rcMAO\@dF?0̼,@@6hb@3#@5Vj%@2Ĵ@0б[ @EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c@ D|[[@f xAUwC @!0oF?L@Y@@0VD):@1liB@1o +@1an>@1iM.?D\@$rcMAO\@'F?@@69*~@3B(?@5]mMN@2a@0ϧ1ڐ@D2@:BxAAG?V@"F?Jw@Y@@1&no:@2hTUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e?k"ɁD\@$rcMAO\@Z.]ϥF?k"Ɂ@@6l@3A@5Z̜{@2Rii@0,Ba@ Dd@B[\AWcy@!ΛF?D@Y@@0e @1ju7@1u +x@1[ǚ@1] ?k"ɁD\@$rcMAO\@Z.]ϥF?k"Ɂ@@6l@3A@5Z̜{@2Rii@0,Ba@Dvb@~^zAYFk@ eF?Ib@Y@@1@( ܱ@1ˑ@1ԥH{@1p@1n.r`@D @ԏ:AX餝&@ }F?1ί%@Y@@0@@Z@1Ə~@16@1sG@1kD8?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@ffffffDQ-#+@ðOAYm،Z)@ ;VF?v @Y@@1P3@Y@@/S_@0Sj!@0>FDۢ@0l@0r?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: @Dx O@"A`QNk@ Qgk2F?\N;@Y@@2;k@29ʰ}@2-Ŭ@2F@1?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí?$ȟ@F?$ȟ@@?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@@D 3'@1}AXv@ ޭ@^F?v5B@Y@@0t<@1JgK@1U/L@1<8du@1>p@DJu@5EAX#7k@ /kyF?$5inX@Y@@0Ȋ8@1ڸWi@1,K@1sc@1kKk@DEyL@`FAUXW@!*(!F?@Y@@0 +a@1S:E@1_w!@1t7Y@1x?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?F?@@D*bUg@I扔AX:V@ TF?늰ȊG@Y@@0x`#|i@1Cgu@1Lg8@16 +@19Z?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: @ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6?ffffffF?|/Ɨ(@@Dќ;GI@}_fAXΆ@ =MF?Ov_خ@Y@@17N+J@1ʬ  @1^`@1 ::@1S1}? QrD\@$rcMAO\@SiF?Udb@@6@3͈$@5YEEg@2@05y1?zSHF?%p@?EzLwg@4TgJAս/@oHI"F?ffffff@@RRym@ȆiO@' @}4@rp@DNl5@ĠoAWլ8@ VK@F?A!laR@Y@@0)@1P|/@1Ex@1(&@1q?ffffffF?ffffff@Y?0̼,F?0̼,@@ D_<Dhk@$@Y@@1sE'l@2 @2-@1H<@1݈"o?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?ffffffF?ffffff@Y@Dз4Ej@.8yuAZT3t-@ s'F?갞8@Y@@1Fz @1̗kq@1~r@1i@1,@Dз4Ej@.8yuAZT3t-@ s'F?갞8@Y@@1Fz @1̗kq@1~r@1i@1,@ D_<Dhk@$žF?哞Ր@Y@@1;Θ{@2.+>%@2Qu㽯@1 @\@12@D-ch@C̖yAY9{@ VF?ﲪ@Y@@0@1K'@1_ @@1}U@1s?BI?ffffffF?ffffff@Y?k"ɁF?.D6@@ D"8@WAWS@! +mF?rGE@Y@@1l@2 3ۑf8@24LL:P@1ޅ @1`2y@F#cL@VzA@s@ 0"7 +F?L@@\Y@ F?@@Ph@8ibnB@փhN@ȴs@a?/?k"ɁF?k"Ɂ@?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[?333333D6C%d@J$KA_@ԑ@ @_];F?嬚@Y@@0uΨ@1ܓa@18;Mp2@1)fʆ@0U۝b?D\@$rcMAO\@'F?@@69*~@3B(?@5]mMN@2a@0ϧ1ڐ?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^@ D]DnԀ@ 8JA_Ch@ 8}F?XOLnm@Y@@2@20;' @2Ux@1q +@1H@D^-@ƥ5B*AU1r@!J>8WpF?/0@Y@@1kd@2 A[$0@2*\L@1?j@1 7@DGqʙZ+@O~A]ta*#@ lUF?sBY@Y@@1-G]F@1c 1@1/U@1tm@1\-`m?DxG' +@ .AX6@ U F?-b88WpF?/0@Y@@1kd@2 A[$0@2*\L@1?j@1 7?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?0̼,D\@$rcMAO\@dF?0̼,@@6hb@3#@5Vj%@2Ĵ@0б[ ?DW6@ö/AYd#@ z.F?{@Y@@1;h#Tz@1 yj@1\@1-@<@1C/C@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT@ DD@'kw$ATyWB@!ZHF?|&V@@Y@@1g-@2 6@2)@1r}@1Zb?zSHF?zSH@?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí?=]UF?a@@D /KXl@)4A[&`i@ mӍF?hƒ)@Y@@1\E@2"R@2V@B@1ؘe@1??񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?zSHF?޸d@?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@DK{i@t@pAXLX#@ vīF?5@Y@@0s"h@1@-6v@1G@12$JB@16c|@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@@ D %2@=Y2dA_w,3@ /pF?;Oag#@Y@@2 +#@23i@2~S@1 Ո@1y@D)c-#@^xAU`~/Y@!:/4[F?5_ô@Y@@0U٤@17>@1A@1q*y@1~?ffffffF?"[t@Y?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4?ffffffD\@$rcMAO\@&F@`@@72^qD@3@@5k౶P@2ow@0I+@)-F@*p +@Y?DW6@ö/AYd#@ z.F?{@Y@@1;h#Tz@1 yj@1\@1-@<@1C/C?ffffffF?ffffff@Y?zSHF?zSH@@Dݖkg@Nc$:AZUJ@ A͗F?KHӮ@Y@@1CB@1$1@1X<9@1s@1 ?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?zSHF?zSH@?zSHF?3@?k"ɁF?09@@E1j +@?b~rGAC:!@# cF?`G@@#+޻@&"?w@%*/@&U,@&ce@DJk?K@ +A]pH@ m$SXF?v-@Y@@1jB@1uuZ @1^΂@1t^!@1\6ga)?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí?ffffffD\@$rcMAO\@wF@wu1D_@@7C(_@3ْH"@5o2y @2 @0tŸ@D,x@DRϳAGv +.@"Զ+RF?'RT`@Y@@1d q@2Pi1@2d0i@2Dq '@2MCf?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@DF\|@PK AVɃu;@!YbAF?~Rv@Y@@1$cF@1˚Aj@1湤@1TS@1l<@Dќ;GI@}_fAXΆ@ =MF?Ov_خ@Y@@17N+J@1ʬ  @1^`@1 ::@1S1}?F?[@@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_?DAtT@{A]z\@ l5ڕNF?l!-w@Y@@1~q@1p[G@1dW:z@1t.@1\=d?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@Da.e@nUAY3E D@ GF?Q@Y@@0SR@1}dUl@19 @1h/7@1al?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?ffffffF?ffffff@Y?333333E'/'T@m#+A)@5?˜F?f[ @@S@[ @ b@rG +@@H/\%9?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?ffffffD4')@#1AXO|~a@ }F?w{@Y@@14@1{(q@1낒@1YSA@1%|@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH?E!?@@l̖Aji&@vYF?@@@3J@n@]@Eu?=]UF?=]U@?D}@u$?A`!CK&@ (΀tF?䵝yh@Y@@0-@0qi@0xTR@0фeq@0l˴@D;mi@ȗGjAX| i@ kV?\F?g@Y@@0n@1=p@1D:N`@10.J@15&x?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?F?@? QrF? Qr@@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH@D̗M@@AU֜1X@!3hrF?4Ck@Y@@1r ,@2 :c@2-CS@1$a@1ޚaP?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT@D`.@q(njXAUI]@!;ՄNF?ԀuM@Y@@1oC1@2 +@yK@2+_T2@1Q +>@1ῇ?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a@ D4T-,@z^AV܍@!;V/F?펴cI{t@Y@@0@1_J9V&@1e1)A5@1RT@1Xbj?zSHF?zSH@@Dg!@ù+6A\-@ bF?28@Y@@1z Q@1na^@1J@1sd3:@1` .9#?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-@ '76F@$@Y?$ȟ@F?$ȟ@@?0̼,F?0̼,@@D?hm@rA`I@ wtSF?C]@Y@@/;гT@0w5:@0y +U0@0m>@0woV?{[>F?{[>@?0̼,F?0̼,@?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?$ȟ@F?QP@@ DF<@TUAWYO@! +>TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e@ DI̋r@G)_)AY8&J@ HԳF?"@Y@@1+@2 i@2@{F@1q2@1ʘ @Dݖkg@Nc$:AZUJ@ A͗F?KHӮ@Y@@1CB@1$1@1X<9@1s@1 ?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@@DȢl(@T] !AP w@!kFzF?ʫ\@Y@@1@2_U @2p .@2Maq|jC@2J3͵@ DneO@)10A_Aq@ :,F?kz]z@Y@@2I@2/흭@2|@1eg@18yt@FG̼@;@()@O:B.{LE?e}4F?[@?@W#y?̈́*(C?DxG' +@ .AX6@ U F?-b8@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`@ Dg@^@PJAT~u+@!S!5 F?u%F @Y@@0#J8֦@1{(mG`@1zy@1q$P@1{ӋWO?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?0̼,F?1ǂ@@;:hF@ +/@Y?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?zSHD\@$rcMAO\@F?יִ@@6zWwQ@3⋽@5]it}@2 @0ϭ @DGA\@tiGiAT^Ls@!Wj/[F?+?ײ@Y@@0ZR@1v0+2@1tU6S@1m,@1x_1?ffffffF?ffffff@Y?333333E*@ +A}Lr@:GUF?333333@@ :3@ +E'8@!;DH/m@ Mx@Z(?@ffffffD̝j$@D8fAU@!4Kmy;F?ȊG@Y@@1qѠ%@2 z@2,j<@1=ꅀ@1\I?333333DпivR@5AZHBTH@ gF?꽺 +RiY@Y@@1FKW@1~*Y@1N@1m&xs@1(𕰫@E6Տ@^@.1A+:@ " 5F?ٿT Ǐ@@ 4T@!@y@!b")@!įTk@"_u@Dٚݩ@`HR@5hp+%*@2A|i@0(G3x^@ D"p#@!cA[ut.P@ )xk@Y@@1sE'l@2 @2-@1H<@1݈"o@ffffffDʽľ}@qmIAWM@ ŵMF?y2@Y@@1gb@2 y@26xP@1@1cH@l@$F@)@Y@ D_<Dhk@$S!@? QrD\@$rcMAO\@`F? jC@@6ɂm@3%`=b@5ZTm@2~T@0$6~?k"ɁD\@$rcMAO\@ϙF?ۣu@@6lBX@3L@5^RcI@2Fa=.@0ω +Ek?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@;:hF@ژgjr@Y@ffffffDQ-#+@ðOAYm،Z)@ ;VF?v @Y@@1@1t@1vg4@E1}O;@bsJAa @,%uF?a@Y@@+Qʩ@.1&V@-ۛR@.O`@.`8@E1IoH@.i\A`ě@ w$F?(zc@Y@@+4q>@.1P@-Oc@.P|5@.:Bqg?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@7`o.@3c7&@5aɹ@2@0ER?=]UF?=]U@?zSHF?zSH@@ DïS"c@G]A_:>h@ AF?岀,'@Y@@14G-@2-5@2o@1v"z*@1/㑟@D`8,@AK,A]XYƺ@ o +F?o@Y@@1R;@1]@1Dp@1tNB +&@1\w$L?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@ DCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL@Dȯo5G@k;}AO ;@!YF?ȟ@@Y@@1Ș Y@2_6@2p=;@2N@~N@2KdSO1?ffffffF?ffffff@Y@Dǒ|'I@ǘͦ Aa+F'$@5EF?ѢY6@Y@@1y\@1Tk=7@2R)N@1Ŷ.n@1 E?ffffffF?ffffff@Y?DW6@ö/AYd#@ z.F?{@Y@@1;h#Tz@1 yj@1\@1-@<@1C/C@DȰa@ٻAOMC@! F?ɚ$(@Y@@1ġS@2`,j@2q@2NW]0@2Kq5#@DȢl(@T] !AP w@!kFzF?ʫ\@Y@@1@2_U @2p .@2Maq|jC@2J3͵@ DI3c@Fc\AY8#Y@ 8ڊF?P]@Y@@11@2 +s@2AT.@1薕Z@1ʖ,=ٓ?zSHF?y@@ D~lBL @dF薈AY=@ eF?ʁ@Y@@1"ࢫ[@2 @@2?T@11Z@1˅n@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[@Dazэ@3YSA\A}:L@ }F?1&y@Y@@1@IU@2jfl7@2^FCTl@1=Y\O@1?ffffffF@>K@Y?E'@A B@ycF?^ N@@4H@Ɋ|k@+Q@ZN +'@ >!?DW6@ö/AYd#@ z.F?{@Y@@1;h#Tz@1 yj@1\@1-@<@1C/C?D6C%d@J$KA_@ԑ@ @_];F?嬚@Y@@0uΨ@1ܓa@18;Mp2@1)fʆ@0U۝b@Dќ;GI@}_fAXΆ@ =MF?Ov_خ@Y@@17N+J@1ʬ  @1^`@1 ::@1S1}?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?D\@$rcMAO\@=@PbF?1 G{@@78e@3|B;2@5bhPP@2WyGZ@0αV0=@ D`: +@j'AW C_i@! [_0F?CV3@Y@@0b@1p0#p@1{\ġ@1bbd`@1dm/?0̼,F?:@@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?k"ɁD\@$rcMAO\@Z.]ϥF?k"Ɂ@@6l@3A@5Z̜{@2Rii@0,Ba?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: @ Dʽ`@4AWJ؉@ _U4F?y(@Y@@1P@2 z_@1;5[@1@1T~@1qɄ@ DI3c@Fc\AY8#Y@ 8ڊF?P]@Y@@11@2 +s@2AT.@1薕Z@1ʖ,=ٓ?0̼,F?0̼,@?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?앿ExD\@$rcMAO\@xaF@w@@7CB5@3L@5o>DV@2 +u@0qx?@ DnN5@)q-AX8-@ MKF?o?R&W@Y@@0QS@1i@1z@d @1X#=@1Ue?0̼,F?Z7@?zSHF?>.8o@@DK`@ÙWAXRN@ כ8l"F?2P]@Y@@0Lc@1Z@1߅~-@1u&W@1mc?񙙙EzLwg@4TgJAս/@oHI"F?ffffff@@RRym@ȆiO@' @}4@rp@D6ӈe@y<ATأ@!M<KF?:@Y@@0Mn`@1V@1Jn@1z=@1k +?=]UD\@$rcMAO\@51F?GX(@@67ɧW@3 @5R +@2y(a@0E ?ffffffF@ +.]]@@ DD@'kw$ATyWB@!ZHF?|&V@@Y@@1g-@2 6@2)@1r}@1Zb?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?$ȟ@F?$ȟ@@?DWx-@ĚfAZ @ a@UF?[l7`]@Y@@0S0@1bQ@1t@1t͘f@1fX*Ԝ@<JwF@ ή0@Y@DG@röA]tV;@ lF?s@Y@@1*@1@1-@1t_U@1\.EF`@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_@ DIv}p@F!AY84R9@ FҾF?*c@Y@@1@@2  @2@@1薶Q@1ʘ?0̼,D\@$rcMAO\@wf4&dF?%Z'@@6oM@3,dW@5[)O@2d]@0DT?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a@Dڀizz@ӺhLAWhRBW@!d*8%F?6P%@Y@@0Jи^@1Nݦ!A@1d⓮5@1y(@1v3D?D\@$rcMAO\@'F?@@69*~@3B(?@5]mMN@2a@0ϧ1ڐ?DW6@ö/AYd#@ z.F?{@Y@@1;h#Tz@1 yj@1\@1-@<@1C/C?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`@Dݖkg@Nc$:AZUJ@ A͗F?KHӮ@Y@@1CB@1$1@1X<9@1s@1 @ Dz*Sg@aAUXHU{@!/ mF?̍2#@Y@@0Ys8@1lF?@@h*@F(@_C&v@A>@: ?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@D܄(A @mOOAU4Q+ڞ@!?5!F?i/n@Y@@02Ӊ@1M@1l@1wC*6b@1\@E̻C@ޙdA>LL@F?1;.]@@3Ak@`]V@o>@Vg ])@j< S@<JwF@<Jw@Y?k"ɁF?k"Ɂ@?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?앿ExD\@$rcMAO\@J~F@N~N@@7N32W@3k@5qVIG@2~)ʂ@0&?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`@DȢl(@T] !AP w@!kFzF?ʫ\@Y@@1@2_U @2p .@2Maq|jC@2J3͵@DȦ7@$`APJ@!䃰~+F?|@Y@@1j=@2_sK@2pˮv@2M5@2J{~@DŝhyS@]*,'A]i :@ vqͯF?a@O@Y@@1|D@2W@2gƊ~@1@1@Db84 @@>: A]UǦD@ o&8F?%1@Y@@13o_@2!@2k>͆w@1@1G7@$F@$@Y@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[?ffffffDL= j@s WA[+L@ F?`kz]@Y@@1Va'Z@1r@2Ȇ@10'@1e *?ffffffF?ffffff@Y?F?@?ffffffDCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL@ D_<Dhk@$o?ffffffF@ r9m@@D95̹@'UAaTjT@`oF?\$_@Y@@1m@1Bl@2Wi@1Ǵv~@1dw~?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí@F>5nű|@'FrBI$o?>F?쪸@?2]?ˍ#x?ʙKۧ?):]?{c{ť+?ffffffF?1Y>_@?EǾu@;!͢A~A#@ү F?@@Է@~DZ %+@"Z@eGv>9@5.?k"ɁF?k"Ɂ@@DeXs\@Af0AA]Rd4d@ pJ JF?畕f@Y@@1՝1@2@2jҠu@1(l}@1Jm@;:hF@$LD|@Y?D 5@oA`az)@ јx F?>P3@Y@@/S_@0Sj!@0>FDۢ@0l@0r?DxG' +@ .AX6@ U F?-b8U +F?1zN@Y@@16@2.&X!@2H),@1?@1 =?$ȟ@F?$ȟ@@?ffffffF?KW@@ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI@1;.F@+"S @Y?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@D%k@YJcAWP⋽@! +axHF?VϪ@Y@@1K$'@2 2ێ@241H@1ƒ}@1rRb?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`@ D gdʷ@FA\ +@ GF?cOI@Y@@1l@2TsO@2aj|]@1S@14j=>@)-F@)-@Y?ffffffF?ffffff@Y@DOII@8A[E[`@ c+F?V@Y@@1P 4_@2c˗@2S]MO@1O%@1ï'쀔?k"ɁF?k"Ɂ@?333333D6C%d@J$KA_@ԑ@ @_];F?嬚@Y@@0uΨ@1ܓa@18;Mp2@1)fʆ@0U۝b?E!?@@l̖Aji&@vYF?@@@3J@n@]@Eu?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?E%C@KAl<@̅f-F?@@#ȸeq@"K@#k'xd@"#BM@!#?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a@D,=j@8tTsAXB!@ ڻ;F?땿Ew@Y@@0y @1J1J@1S`@1;@1>})@ffffffDʽľ}@qmIAWM@ ŵMF?y2@Y@@1gb@2 y@26xP@1@1cH@l?$ȟ@F?$ȟ@@?ffffffF@ EaF@Y@EVͤ!@9# A\N@ ξGF?\N<@@#M @&v=3@% +Jkgu@&8ZP@&m!@D\@ŠqA[+@ MF?r[T@Y@@1UDw@1^c! @2MT +@1@)׋@1'd?zSHF?)Zl] @@Dݖkg@Nc$:AZUJ@ A͗F?KHӮ@Y@@1CB@1$1@1X<9@1s@1 @ffffffDʽľ}@qmIAWM@ ŵMF?y2@Y@@1gb@2 y@26xP@1@1cH@l?zSHF?zSH@@E1}Hm@ڔtAa71@޲F?@N@Y@@+vϽa@.1- @-@.O4=6@.K@D2(72@toAX7~&@ RAokF?vF@Y@@0-2@1Em@1ɇoy@1(UM@1xm?ffffffF?P:uF@@DEH6@ơ$jAW~S@ ,ͽ,EF?심q @Y@@0я05@1/@1v@1wʙN@1s$a{@DK@ cAaL@pv?F?Zx@Y@@1@1 N@2Vc^;@1GAY@1F1S@DDa@A]wP@ l}mF?omr@Y@@1Xl@1?@1Kp@1ttI5@1\%3\@<JwF@~d@Y@Dِ"m00@#*iAV|L@!L9nF?_|@Y@@0Dz@1Rϭ@1BZ@1$@1:+Q@D݃@&AVT>8ү@!@"F?"}@Y@@0GPsd@1 @1߿N@1t9]@1vnC` +@ LYt[F@U@Y?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí@DW>:P@|esA\L$@ 9ZiF?!Bp@Y@@1'@2@2^o*@1CK@1s@D%k@YJcAWP⋽@! +axHF?VϪ@Y@@1K$'@2 2ێ@241H@1ƒ}@1rRb?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?񙙙EA:C"@܇j]2+A`z=@ s)F?'RT`e@@+'X@.?#A@-3fn@.w6 +@.\%@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`?k"ɁF?k"Ɂ@@D̚mZ@B(AUӟڹ4@!3aF?@Y@@1qBf@2 -l4@2,j@10b+ӷ@1ޱR>v@ DbP<@n볆AWI @! D+F?c^t)@Y@@0&`@1[ 6@1ao@1O{u0@1T~R@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@Y2F@qǗ@Y@D)8O.@ߩīAWoOտ@ OUwF?¤T@Y@@0> +P@1]ORM@1'{@1SW@1kЄ@DȢl(@T] !AP w@!kFzF?ʫ\@Y@@1@2_U @2p .@2Maq|jC@2J3͵@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c@D d@NCȔAV4^X@!"kZBlF?DR?g@Y@@0c]@1j~@19@1BoK`@1|@d@D:Kh-@ƛ?~6AX>P*@ ȋ`F?#-@Y@@0*ò-@1HS@1*Pm@1o H @1k?zSHF?zSH@?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?DZ @¥]AXz@@ @WF?,fW@Y@@1M7@2 +Y@2;N@1@1ʹ8?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?ffffffF@CJ@Y?zSHF?.X@@$F@)òV@Y@DQo{?@\{A]h롢J@ m*+F?~鷿@Y@@1ͷ@1YQQ)%@1<:@1t,F@1\KLH@D & @~AT-Ts@!RAQF?k΅4@Y@@0yAL@1}ߩ @1~M~8@1t4 +8@1}o#?k"ɁD\@$rcMAO\@Z.]ϥF?k"Ɂ@@6l@3A@5Z̜{@2Rii@0,Ba@ffffffDQ-#+@ðOAYm،Z)@ ;VF?v @Y@@1_z@2q5j@2O :,@2L{ ?ffffffDF|kK@VֻA]߫wǹ@ beAF?a=1@Y@@0hao@1x@10$J@1nǼ@1c?앿ExF@1@?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@@ DɼJ.@†պ" AXqI@ T@uF?]\@Y@@17 [@2 +#G@2=xKC@1\0@1̧x@DA@2bۆA_hB@ =*c1F?v@Y@@0ws@fY@1I׭@19ATc@1*؝Z@0I@DHy@[A]sF'g@ l>tF?sg@Y@@1$gB@1[@1*hj~@1tՁ~@1\/7@Dܰ)Tr~X@ϸ8AXz"@ 㛎@;/4@ Da.V@z_:AX=@ @EF?PܜN@Y@@1M,@2 S7@28@1h6(@1ͽ@Y2F@"E @Y?{[>F?*Ch@@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT?ffffffF?ffffff@Y?ffffffF@%@Y@EAQ@ܛRCA`fUK`@ آF?>6z@@+?[z@.?s@-5f@.wĊ\@.W6C?ffffffF?ffffff@Y?0̼,F?B|V@?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?ffffffDF|kK@VֻA]߫wǹ@ beAF?a=1@Y@@0hao@1x@10$J@1nǼ@1c@D q@k]jAY'h@ }oJF?% @Y@@1A M4,@1x*H@1g@1 +Kq@1ґZǂ@DǙWtȪ@_CfAZk KV@ bF?}3@Y@@1Аu@2 +A64,@2P|/@1^@1xd$P@<JwF@!\@Y@ D_<Dhk@$A`95hP@ F??) +@Y@@/;7t +@0w~yq@0x޻ /@0n .o@0w+>? QrD\@$rcMAO\@ ! NF?g^Q@@6?b@3>zro@5WiΪ@2۪~6@0ЏBc,@ D_<Dhk@$C@Dkh@ƙ|GAV<3c:@!!5F?98qa@Y@@0$@1@1p/Z@1s @1s G?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*@Dݖkg@Nc$:AZUJ@ A͗F?KHӮ@Y@@1CB@1$1@1X<9@1s@1 @Dݖkg@Nc$:AZUJ@ A͗F?KHӮ@Y@@1CB@1$1@1X<9@1s@1 ? QrF?e%@?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a? QrF?U +@@Du=@(4A\S@ 6uF?Ë`@Y@@1`&5@1ҸDR@2 Ef@1z xa@1C|0@ Dʀpx]u@`qzAW)5r@ A+F?6C-@Y@@1@2 nh@282@1x@1Ц08?D 5@oA`az)@ јx F?>P3@Y@@/S_@0Sj!@0>FDۢ@0l@0r?{[>F?{[>@@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o?ffffffF?ffffff@Y?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT?=]UF?ğס@@E)a@ŕ +NAnDM+@ `p (F?R4@Y@@+J@- 7@,#C@-&ΆF#@-aA@D%k@YJcAWP⋽@! +axHF?VϪ@Y@@1K$'@2 2ێ@241H@1ƒ}@1rRb@DȢl(@T] !AP w@!kFzF?ʫ\@Y@@1@2_U @2p .@2Maq|jC@2J3͵?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn? QrF?vXy@?ffffffF?ffffff@Y@D=V P@xGFjAVHSf@!'^aF?wFze@Y@@0#@1',@1ݻڱ@1:@1EH?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-@D(O[@E]<A[vN?ܣP@ i%F?wd:@Y@@2!z#@2]t@2`Q@2+1V@1f(EF?ffffffF?ffffff@Y@D.ܧ@wwΆAG(+@"FCF?:@Y@@1E@2[k@2H:@2F@2$?=]UF?u`@@DȯJ2@،٦AOWD@!p F?#x @Y@@17b}n@2`= j@2pM[@2NH:r3@2KnƄb?k"ɁF?k"Ɂ@?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe@Dȶ)@`AOϷ9@!Y~F?1P@Y@@1$@2`aIx@2q +@2Nb0@2L),]?$ȟ@F?$ȟ@@@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o@D[@l>AY/7@ ƕ6Q6F?&.@Y@@1AH@1C@1u@1V+P@1֦j7@D%k@YJcAWP⋽@! +axHF?VϪ@Y@@1K$'@2 2ێ@241H@1ƒ}@1rRb@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_?F?@?ffffffEӊG &@v)Ab@E~cF?lLYt\@@#EjQ@%ZM{@$mO@%qTx0@%2×@Dȯo5G@k;}AO ;@!YF?ȟ@@Y@@1Ș Y@2_6@2p=;@2N@~N@2KdSO1@E1QT)@.4eZkA`{/s@ s)F?'RT`e@Y@@+cWM.@.14P@-J\dw @.Pa!@./qDž?ffffffDCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL?0̼,F?0̼,@?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?F?΍,@? QrD\@$rcMAO\@ ]]F?if*D@@6D@3>MN@5Wj/@2ۅ`n7@0Џ^@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT@DJny@.iAZi@ ]^F?HK@Y@@1Q\@2{@2Nk@1q;gu@13p@ffffffD͔C(@=[SA_V6"h@ >$F?9m @Y@@0v.@1D@18-U@1#-@0A>ի?ffffffF?ffffff@Y?$ȟ@F?$ȟ@@@Dvz @A^Y"\@ V׻aÀF?K@Y@@1Ϥ~N@2&)"T'@2xBc0@1(}@1ۿ"@D@@NAYzVz@ Ȑr|F?5@Y@@0l9>@12h@1 +<2@1 }t@1w4J +?zSHF?وzd@?333333EA:C"@܇j]2+A`z=@ s)F?'RT`e@@+'X@.?#A@-3fn@.w6 +@.\%@Dޫڟb7@+ >AT#Չ@!MhwF?X@Y@@0 d%@1i@1.S@1Sd@1Gض@Y@@1sE'l@2 @2-@1H<@1݈"o@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o? QrD\@$rcMAO\@0 "CF@zy@@70B@3sî6@5krC@2#@0d:V@ffffffDR[@gb/A]gڶ@ nF?ﲫ@Y@@1 e@1UH@1sf@1t燽Z@1\M괡?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: @D^-@ƥ5B*AU1r@!J>8WpF?/0@Y@@1kd@2 A[$0@2*\L@1?j@1 7@DhS!gg@ +uݻ1AT^m@!N=F?q@Y@@0*PX|X@11y@1ll@1A@1#?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe@Dȯo5G@k;}AO ;@!YF?ȟ@@Y@@1Ș Y@2_6@2p=;@2N@~N@2KdSO1@ DF<@TUAWYO@! +>TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e?0̼,F?p@@$F@)=nY@Y@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT@Dќ;GI@}_fAXΆ@ =MF?Ov_خ@Y@@17N+J@1ʬ  @1^`@1 ::@1S1}?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: @Db !@OtzAWa]#@! 4õF?ڐ +@Y@@1]@2 :vgh@24cCtO2@1ꟹ@1ʷ +@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o?D}@u$?A`!CK&@ (΀tF?䵝yh@Y@@0-@0qi@0xTR@0фeq@0l˴@D=U|_ @YzpAU@!-uF?th@Y@@0$E2@1Bb@15G,@15Q@1iA@ffffffDʽľ}@qmIAWM@ ŵMF?y2@Y@@1gb@2 y@26xP@1@1cH@l?ffffffE9@AoB"@nF?@@h*@F(@_C&v@A>@: @)-F@-VC@Y?EA:C"@܇j]2+A`z=@ s)F?'RT`e@@+'X@.?#A@-3fn@.w6 +@.\%@ D߇vP\@Ӕ6AWo9`J@!@~zF?lC@Y@@0&@1m=R@1x=R@1^ =$@1_kw+?zSHF?zSH@@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@?k"ɁD\@$rcMAO\@UGF?K@@6)σ6@3@5^-:2@2@0ψ\ә?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe@D,I@!AXVț@ ޚ:F?p:@Y@@04T@1Iwzz@1SIfn4@1;s@1=S?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^?ffffffDʬ' @8KAWZ(1@ 4F?fWx-@Y@@1c@2 @26ɂ@1ؾw;@1ћ@1;.F@%Xe+@Y@Dٴ?N@kAV*$Cq@!{_F?ם +gb@Y@@0=6@1s@1{m@1CӞ@1$I ̫@D..v@B~(AWg@ 4 +F?S#@Y@@0Z(ϗ@1a؂@1=H@1}ܳ@1x4@ D_<Dhk@$8F?eK@Y@@0gC|@1@1 vC@1>>F]@1 )@ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI@Dз4Ej@.8yuAZT3t-@ s'F?갞8@Y@@1Fz @1̗kq@1~r@1i@1,@;:hF@!ٱ@Y@D^-@ƥ5B*AU1r@!J>8WpF?/0@Y@@1kd@2 A[$0@2*\L@1?j@1 7?F?@@ DH^@K@q؞AUh<5Q,@!9E(> GF?,zxl"@Y@@0:@1st@1v^Qu@1h(g@1puI3p?F?@?0̼,F?0̼,@?$ȟ@F@ 6z@?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@@ Dx)ѡ@=[ +AW'M@ BCF?\(@Y@@0f@1^ ޴@1hb'@1PWGC@1RH +@ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí?E%C@KAl<@̅f-F?@@#ȸeq@"K@#k'xd@"#BM@!#?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?333333DпivR@5AZHBTH@ gF?꽺 +RiY@Y@@1FKW@1~*Y@1N@1m&xs@1(𕰫?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: @Dϖ7o@ƌAV@lLY@Y@@1:N@2 ''@23X@1@11UL?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`?0̼,F?0̼,@?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?0̼,F?]MD+@@F50(aߖ@`{B(s4?At° EF?(M@?5:J?DΎ?1x?8 W|@ D뤮@ſyAUl:@!/tzF?uO7v@Y@@0co@1{RAo?DWx-@ĚfAZ @ a@UF?[l7`]@Y@@0S0@1bQ@1t@1t͘f@1fX*Ԝ?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@D޾\wX@ŠW|#A[&2@ BvF?q6@Y@@1UR@1-#@2M3@17D@16Z? QrD\@$rcMAO\@E`F?2@@6(q#@3/k@5Vޖ@293@0Т>?ffffffF?ffffff@Y?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@?ffffffD\@$rcMAO\@zF?Q&@@7$_@3@@5dkp@2Ǣ@0@ D_P-@/$AX\ @ 4 F?ʖ@Y@@1;Z@2 IRR@28C}@1en@1_};?$ȟ@F?]o/,@@<JwF@<Jw@Y?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?E'@A B@ycF?^ N@@4H@Ɋ|k@+Q@ZN +'@ >!@;:hF@;:h@Y@;:hF@J J+@Y?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí@DH]qȳ@;A]sOՁё@ l(4F?tSMj@Y@@1)N@1}4>@1'l @1tuoO@1\0TZ/?ffffffDF|kK@VֻA]߫wǹ@ beAF?a=1@Y@@0hao@1x@10$J@1nǼ@1c?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@ DhE@鳐AX2 k@ VE-F?X%[\@Y@@1zM@2 ؚe@28B@1r|M@1!c.@D^-@ƥ5B*AU1r@!J>8WpF?/0@Y@@1kd@2 A[$0@2*\L@1?j@1 7?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?k"ɁF?k"Ɂ@@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6@DKGHz@ +ʜ'A]o\8@ mF;tF?x?G@Y@@1Z@1pʵ@1Ƣ2@1tG@1\9^@ffffffD!R@>|aA_T죴@ ? OjQF?XdE@Y@@0vT}L@1 l@18oT@1#@0G]p?F?@?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?=]UF?nEWZ@?ffffffF?ffffff@Y?񙙙EA:C"@܇j]2+A`z=@ s)F?'RT`e@@+'X@.?#A@-3fn@.w6 +@.\%?0̼,F?D&5@?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@D; @&TVA]3@ g|LyF?;K@Y@@1 :@2!@QB@2oR@1ExYG@1 +9 ?ffffffF@MM@@DLz@ ]XBA]nhL|@ m^9'F?yP@Y@@1\p@1m2t@1@d@1t?@1\<{U?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?ffffffF?ffffff@Y?0̼,F?0̼,@?E'@A B@ycF?^ N@@4H@Ɋ|k@+Q@ZN +'@ >!@ Dʁ!n@۹cAW79@ G$5ָF?7!<@Y@@1F@2 I@28@1 o@1Чߦc?=]UF?=]U@@ DD@'kw$ATyWB@!ZHF?|&V@@Y@@1g-@2 6@2)@1r}@1Zb?{[>F?{[>@?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-@ LYt[F@ǟ@Y?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-@Dň(@SKvA]+c>;@ s쯱 F?缾a@Y@@1i@2&9@2i  @1fkf@1m@Dm@ȽAAX`EY@ =9$F?,d@Y@@0m*ji@1= @1D( JS@11L{@16jrNF@!`U@!0O諼@!@"$Χ?񙙙EzLwg@4TgJAս/@oHI"F?ffffff@@RRym@ȆiO@' @}4@rp?0̼,F?0̼,@?0̼,F?0̼,@?0̼,D\@$rcMAO\@vFN F?@@6Lp-@3KkKP@5[!Ԅ +@2e;@0`$@Y2F@f@Y?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@ffffffDR[@gb/A]gڶ@ nF?ﲫ@Y@@1 e@1UH@1sf@1t燽Z@1\M괡@ffffffDQ-#+@ðOAYm،Z)@ ;VF?v @Y@@1@$C?a@ D¾"i@EA`(?f +@ 'wmF?䩼K@Y@@207@267 /T@2pO@10 +C@1 y@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?ffffffD4')@#1AXO|~a@ }F?w{@Y@@14@1{(q@1낒@1YSA@1%|@ DaeZ 9@cdUAXgi3@ pF?&q@Y@@1I@2 c>@28V@1hX@1@ffffffDPC@Ÿ=F?l oTL@Y@@0vCU@1"e@18K^@1$0_@0<9Z?ffffffF?ffffff@Y@D@ēAZR+0@ |7F?+@Y@@0BW@1oj@1v E@1|J[Oe@1m +d@E1i13@4Aay@.:0F?27@Y@@+9=@.0Np\Ͻ@-04@.NzUk@.ݪ 3? QrF?@<01@@1;.F@%4ȟ@@Y@Dۼw@1-W3AUPH?[@!)W\FF?6&@Y@@0X.@1|*/@1jnb@1"@1.b\m?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?F?@?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*@Db{fe@@-ʻ`A]UJd@ oahF??@Y@@1%@2Ӽ@2kJ`h@1|@1H*E?ffffffD4')@#1AXO|~a@ }F?w{@Y@@14@1{(q@1낒@1YSA@1%|?DWx-@ĚfAZ @ a@UF?[l7`]@Y@@0S0@1bQ@1t@1t͘f@1fX*Ԝ@<JwF@'RT`e@Y? QrF?LcA \@?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?333333Dfd@IK;AYC@ >F?}ke@Y@@1ˡT@2 ~ض@2Cc?@1 @1Q?k"ɁF?k"Ɂ@?ffffffF@$R@?333333E'/'T@m#+A)@5?˜F?f[ @@S@[ @ b@rG +@@H/\%9?DxG' +@ .AX6@ U F?-b8AT[!@!XR-#F?1-@Y@@0zz@1xL:K@1w($@1ob@1z".&?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?ffffffDCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL@ DřI@ڛ8xA`ρ}@ kF?PH@Y@@1p@1{lF*_@2?C@1V;=@1P;@ LYt[F@Crq7@Y?333333D?SQ@Ay]UAYBxu@ :kVF?@Y@@1fA@2 #u@2AMxS@18@1ln-?333333Dfd@IK;AYC@ >F?}ke@Y@@1ˡT@2 ~ض@2Cc?@1 @1Q?ffffffF@M3H,@Y?zSHF?zSH@?ɊfY-F??=@@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH@F=n@ozFBrU?;jF?ߨXy=@@ 1/ۤ5@;);}@@Nd? f:@D^-@ƥ5B*AU1r@!J>8WpF?/0@Y@@1kd@2 A[$0@2*\L@1?j@1 7?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí?0̼,F?0̼,@@/S&F@3̷D@Y?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@ D݂R`@׆Nb?A`})@ L{F?>BZ@Y@@1"M@1hj@2AZ1@1"@1o?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o? QrF?ϑ@?EtVuSa@O ZAпef@1bF?@@RCw@"N @>],@-,3y@3 ?k"ɁF?k"Ɂ@@ LYt[F@TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e@Dճr@lh;AX tkAG@ 5ƢF?&x@Y@@1@1~~ K@1Oq@1@1Ea}?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/@F⒖@b3B=g?vXF?녜 @@{@hNq@iU)@ +FC@?vb@Dȶ)@`AOϷ9@!Y~F?1P@Y@@1$@2`aIx@2q +@2Nb0@2L),]@Dn!V&@ZRA_ޫ@ :0rF?jfB@Y@@2U@2/'e@2S'@1QͰ@19_F?Eff@EqBi%@ߪF?\>@@Ш =N@U%T@l;%)O@ku@ xk@D9@OCATJ@!G +F?ﲀ,'@Y@@0ѵl@1,o3D@1q@1 ٛG@1a<'@Dݖkg@Nc$:AZUJ@ A͗F?KHӮ@Y@@1CB@1$1@1X<9@1s@1 ?=]UF?=]U@?zSHF?zSH@?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/? QrD\@$rcMAO\@a F? Qr@@6@37@5Rp@2l g@07$@@D:Q@)VAU-t_@!@ F?t[ @Y@@09@@1IT@1@1ua ġ@1|x3 @ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI? QrD\@$rcMAO\@*^wF?|D~@@6cl8@3Bb@5U&_h@2 +ЇK@04?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@Dз4Ej@.8yuAZT3t-@ s'F?갞8@Y@@1Fz @1̗kq@1~r@1i@1,?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?=]UF?=]U@@DZ=@‰:$02A[c@ HnF?oTK:@Y@@1UQ@1@2.p~@1,{@1?@D@@Ũ AWMc)7@ Eň[F?hJ@Y@@0"[@19@17Y)@1;d!@1챃@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o@)-F@)-@Y?0̼,F?0̼,@@D%k@YJcAWP⋽@! +axHF?VϪ@Y@@1K$'@2 2ێ@241H@1ƒ}@1rRb@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@DNo> @rH/xAT~=@!MeF?`H@Y@@01a@1^P@1 ώ3@1QVt@1Le?ffffffDCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`?D 5@oA`az)@ јx F?>P3@Y@@/S_@0Sj!@0>FDۢ@0l@0r?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^?333333E*@ +A}Lr@:GUF?333333@@ :3@ +E'8@!;DH/m@ Mx@Z(?@D^-@ƥ5B*AU1r@!J>8WpF?/0@Y@@1kd@2 A[$0@2*\L@1?j@1 7?$ȟ@D\@$rcMAO\@;;#F@S}OU@@7*J:@3Q@5j5@2D3@0̴J?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-@DZ@3Q=ZAX3N(@ DF?ulv@Y@@0(V@1u|Qc@1@1x7@1r@<JwF@"灃@Y?k"ɁF?C9:1@? QrF?{@1Dm@Ḓ+7Q@OSQAUꚛ]*@!6yGF?ߤ@@Y@@1qF%@2 d +@2,ɸ1@1|@1I?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?333333D}@u$?A`!CK&@ (΀tF?䵝yh@Y@@0-@0qi@0xTR@0фeq@0l˴@ffffffDʽľ}@qmIAWM@ ŵMF?y2@Y@@1gb@2 y@26xP@1@1cH@l?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4?$ȟ@F?$ȟ@@?ffffffE w@̄A?g@`rjF?ـ4m9@@ⴋN@ q4^@ dt/@ GE@ ?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`?ffffffF?ffffff@Y?k"ɁF?k"Ɂ@?0̼,F?0̼,@?zSHF?zSH@@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT@)-F@.׹`H@Y?k"ɁF?k"Ɂ@@)-F@)-@Y?ffffffF?ffffff@Y?{[>F?%ʔ@?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@?zSHF?zSH@@ffffffD̝j$@D8fAU@!4Kmy;F?ȊG@Y@@1qѠ%@2 z@2,j<@1=ꅀ@1\I@Dra]o@4djZAX#@ f}F?a(9.@Y@@0}@1H%@1QK腧@1::Ex@1=;oֽ?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?ffffffF@ 1)@?D̀Gқ@ݒ,3QATC@!NkͨF?BE@Y@@1j`z@2 @2*9_@1=-W@1G@DV@eAUJN@!*t|F?@Y@@0tF?@@h*@F(@_C&v@A>@: @ DÐ?@S2A_]TԄ@ >?RF?np@Y@@11:@2.Cye@2zɿ2@1/;Y@1@h?ffffffF@ 4B-@Y?DWx-@ĚfAZ @ a@UF?[l7`]@Y@@0S0@1bQ@1t@1t͘f@1fX*Ԝ?ffffffF@/y@?ffffffD͔Yl@,/AT +bk@!PzF?Ms@Y@@1ib"@2 Qj@2)B@1ew@1W@ DF<@TUAWYO@! +>TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e?ffffffD͔Yl@,/AT +bk@!PzF?Ms@Y@@1ib"@2 Qj@2)B@1ew@1W?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@7`o.@3c7&@5aɹ@2@0ER?=]UF?N70@?$ȟ@F@ 0L@@Do)b@1WAXN{@ CDF?Ho~@Y@@0@1DaL@1r2@1r +d?@1j"R?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@D \&@dbAURd@!;ֆrbF?Fkv@Y@@0ҏ@1[@1Z@1נ@1gh?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?ffffffF@ +z-@? QrF? Qr@?zSHF?Um@@D'bq@cDl7AGEHO@"F?~+U@Y@@1 @2֡@28a@2 ;H@2?qz? QrD\@$rcMAO\@a F? Qr@@6@37@5Rp@2l g@07$@?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6?{[>F?ٵ@?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: @ DCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH?{[>F?{[>@?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe@D±G@ɻAYy@ q&rF?&c@Y@@0i@1&!A@1f@1~@1q]?k"ɁF?k"Ɂ@@)-F@)i;D@Y?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?k"ɁF?k"Ɂ@?ffffffF?ffffff@Y?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@ffffffDQ-#+@ðOAYm،Z)@ ;VF?v @Y@@1F?{[>@? QrF?fA}x@@ DI3c@Fc\AY8#Y@ 8ڊF?P]@Y@@11@2 +s@2AT.@1薕Z@1ʖ,=ٓ?E!?@@l̖Aji&@vYF?@@@3J@n@]@Eu?k"ɁF?k-@@D>JEi@sFAW.@ ttF?Ie@Y@@0>$:@1Bp@1r@1!P@1{,<@Dќ;GI@}_fAXΆ@ =MF?Ov_خ@Y@@17N+J@1ʬ  @1^`@1 ::@1S1}@D%k@YJcAWP⋽@! +axHF?VϪ@Y@@1K$'@2 2ێ@241H@1ƒ}@1rRb? QrD\@$rcMAO\@_D;F?q5O@@6m@3 @5ZOO@2 +b@0%W@DA@2bۆA_hB@ =*c1F?v@Y@@0ws@fY@1I׭@19ATc@1*؝Z@0I?DWx-@ĚfAZ @ a@UF?[l7`]@Y@@0S0@1bQ@1t@1t͘f@1fX*Ԝ@DȢl(@T] !AP w@!kFzF?ʫ\@Y@@1@2_U @2p .@2Maq|jC@2J3͵?Eu1z@> #XA +\@*͋F?@@@>Pa@ݦ-K@Ȯ`@6?ffffffDCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@?333333EǾu@;!͢A~A#@ү F?@@Է@~DZ %+@"Z@eGv>9@5.@<JwF@@Y@D:uYz@Oh5AWm9L@!>˅F?|@Y@@0U@1!@1\@1`m@1D(Тl?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?zSHF?zSH@@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?F@!laR@@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[?{[>F?{[>@?E'@A B@ycF?^ N@@4H@Ɋ|k@+Q@ZN +'@ >!@D\@ŠqA[+@ MF?r[T@Y@@1UDw@1^c! @2MT +@1@)׋@1'd?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`@ DIv}p@F!AY84R9@ FҾF?*c@Y@@1@@2  @2@@1薶Q@1ʘ?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe@$F@$@Y?zSHF?zSH@?ffffffF?ffffff@Y?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*?ffffffF?թ t@?k"ɁF@UgUy@?ffffffDCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?ffffffF?ffffff@Y@ Dūђ@dÒA]F@ w}^F?>P3@Y@@1ni@2s."@2g>@1kWD@1lz?=]UF?۫xz@?0̼,F?0̼,@@Dќ;GI@}_fAXΆ@ =MF?Ov_خ@Y@@17N+J@1ʬ  @1^`@1 ::@1S1}@ D5t5@TAW<ۀ@ Dm"&F?ae@Y@@0j- @1VhK@1p@1}b}@1wG?Eod@©aKA:@F?333333@@끃`@n@ֆ@s@^P?0̼,F?0̼,@@ LYt[F@ٯ߃@Y?ɊfY-F?ɊfY-@?zSHF?Q@@ffffffD0@@=Q +A_VTB>@ >vO|F?+j@Y@@0v@1vY@18&U@1#]I@0C?0̼,F?0̼,@?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: @DK3LEq@ +A]p6@ m:<0F?wkP@Y@@1c6@1rXF@1 9@1tK@1\8?ffffffDnd@^voAU@!8FfF?ﵲK@Y@@1p|2@2 +۔6@2,UӠ@1w#2@1 +(8s?k"ɁF?k"Ɂ@@DX@nUAX@ hF?u%F +L@Y@@0"9@12@1}@1t[b@1l/b@DVbͣ@ʔAT]@!N"+bF? @Y@@0@1TF@15 w@12|@1y?{[>F?{[>@?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH@D6fNc@OAX+`@ F?3zN@Y@@0Ěʖt@1HteT@1RgY@19Gu@1; %@@ DD@'kw$ATyWB@!ZHF?|&V@@Y@@1g-@2 6@2)@1r}@1Zb?zSHF?zSH@@D&fU$:@* A\3G@ `/F?jܱF_@Y@@1oM@2>ʀ@2aT@1?3G>@1>[?ffffffF?ffffff@Y@Dȯo5G@k;}AO ;@!YF?ȟ@@Y@@1Ș Y@2_6@2p=;@2N@~N@2KdSO1@ffffffDQ-#+@ðOAYm،Z)@ ;VF?v @Y@@1o@DRmٓ@[ʞA]gĆ%@ nF?;@Y@@1 +@1Ul9@1?p@1t!8@1\N+Mv?ffffffF?ffffff@Y@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@DQJ{U@EK2A]i@ m;F?~LX@Y@@1@1Yؗ@1і@1t.@1\J)ߑ?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@ DF<@TUAWYO@! +>TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e@DJL@ +5tA]pc:@ m(=OF?vݬ@Y@@1$x@1t@1~R=@1t@1\6$}M@D+fC@ƫmAXi?<@ fy{F?@Y@@0驗@1x0k@1ҏ@1fn+E@1bk?$ȟ@F?$ȟ@@?ffffffD\@$rcMAO\@Y&YuF@d; 4@@7O^@3e@5qh@2~\IIr@0SD@/S&F@3`@Y?zSHF?zSH@?k"ɁF?s*b|@@ffffffDR[@gb/A]gڶ@ nF?ﲫ@Y@@1 e@1UH@1sf@1t燽Z@1\M괡?ffffffF?ffffff@Y@Dm)'@FAT~I@!HʷX[F? $ q@Y@@0Ҫ@1Ҁ@1؜@1NJm@1@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[?k"ɁF?B_@@ D4&W@t\1A`zIs)@ ;ZF?Ho@Y@@2Ѫ@2ӴF?喦Y@Y@@0v.@1 !@18@1#t@0@fH?ffffffDCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL?ffffffDʬ' @8KAWZ(1@ 4F?fWx-@Y@@1c@2 @26ɂ@1ؾw;@1ћ?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@Dg @Njm27AXi{@ F?,,F?9@Y@@0@1Z)JW@1fs-7P@1J\]9@1JĶ?ffffffD\@$rcMAO\@t*F@m\P@@7Kl.Z@3v@5pկF@2~ě@00?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?0̼,F?0̼,@@DIt'@ ЉohA]q]"@ m=OF?v @Y@@1B@1wUgO@1*@1tXš@1\4؛?E'@A B@ycF?^ N@@4H@Ɋ|k@+Q@ZN +'@ >!?DkX)@É/A\DR@ wF?g*d@Y@@1t@1Z٧@1d@1si7@1^e?0̼,F?GP @? QrF? Qr@?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@?$ȟ@F?$ȟ@@?333333DBЉ@C\AY?zp@ ׈.F?ިc@Y@@1?@2 =@2A5ё@1蕖@1yyC?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/? QrF@mo@?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?F?i +@?F?@@Dќ;GI@}_fAXΆ@ =MF?Ov_خ@Y@@17N+J@1ʬ  @1^`@1 ::@1S1}@ D5'|@▩ATE V@!L_$*@2q't@1ץx@1bK@ D9?@N८\AT@v@!`>F?`V. +@Y@@1fjر@2 oL{v@2(?a@1*@1/?k"ɁD\@$rcMAO\@ɢhCF?>@@6 +׺a@3@5\[y@26 S)@0{~?ffffffDF|kK@VֻA]߫wǹ@ beAF?a=1@Y@@0hao@1x@10$J@1nǼ@1c@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí?0̼,F?0̼,@? QrD\@$rcMAO\@.F?J>46@@69U@3Q ~W/@5X Ȑ]V@2Q ^@0x5@ LYt[F@ :2@Y?DW6@ö/AYd#@ z.F?{@Y@@1;h#Tz@1 yj@1\@1-@<@1C/C@ffffffD̝j$@D8fAU@!4Kmy;F?ȊG@Y@@1qѠ%@2 z@2,j<@1=ꅀ@1\I?0̼,F?t'@@Dݖkg@Nc$:AZUJ@ A͗F?KHӮ@Y@@1CB@1$1@1X<9@1s@1 ?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@De;4$@*FAYO@ TNҐF?}2f@Y@@1;#!@1S@1<Z`@1HR@1}`w@Db !@OtzAWa]#@! 4õF?ڐ +@Y@@1]@2 :vgh@24cCtO2@1ꟹ@1ʷ +?ffffffF@hH@Y@D97@H[~YAaNs@WT@Y@@0@1scL@1|U%-l@1fc(@1iK{?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?F?d *@?ffffffDCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL@E8@sYbJA$'Z@,9gvF?־au@@"WU@%L!D@$()@%MR@%|zG?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`@;:hF@`4Pj@Y@Da"H\H@Ij)CAXZzyz{@ Q(F?|H@Y@@0^XWka@1J@1SdIx*@1/0@Y@@1G@1z;@1@1t{ S@1\2;@Ďo`@9PkAU +j@!2[)F?wkP@Y@@1rk!@2 ^@2-,mޯ@1s,@1Dj X?ffffffF?fhEZ}@Y?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?ffffffF?ffffff@Y@D<((@Š"TA[ ]@ 872lF?q!Kr@Y@@1U FS@1@26@1@1 d@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT@DȻ,f@AKAO=!@!.8F?э%S@Y@@1͜@2` +.'@2q6r@2O_@2L}@)-F@-쿱[W@Y?$ȟ@F?$ȟ@@?F?@?F?@@ DHh8_@Ǚ8AWap@! )F?\N;@Y@@01@1}x@1I@1m|zs@1nj +Vlf@ffffffDR[@gb/A]gڶ@ nF?ﲫ@Y@@1 e@1UH@1sf@1t燽Z@1\M괡@ DFq@˵\.AFT5n@"$iF?5Tu@Y@@1 O(>@222@2^@2232@2Yr?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?ffffffF?ffffff@Y@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT@Dȯo5G@k;}AO ;@!YF?ȟ@@Y@@1Ș Y@2_6@2p=;@2N@~N@2KdSO1?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a@Eyu&@(AKzW@5\?F?҈p;@@#++rw@%f߶@$lT@%6`@&?D 5@oA`az)@ јx F?>P3@Y@@/S_@0Sj!@0>FDۢ@0l@0r?E!?@@l̖Aji&@vYF?@@@3J@n@]@Eu?0̼,D\@$rcMAO\@j(P3@Y@@/S_@0Sj!@0>FDۢ@0l@0r?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`?zSHD\@$rcMAO\@O˻F?֜w*@@6F @3@5YB@2$.@09LA@Y2F@K3@Y?E!?@@l̖Aji&@vYF?@@@3J@n@]@Eu?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?ffffffE(L˩@OAh!Gc@v˙KF?ʁ@@!@#{@#7ّm?q@##H@$Qe?D̀Gқ@ݒ,3QATC@!NkͨF?BE@Y@@1j`z@2 @2*9_@1=-W@1G@DN~9t@ ^RAZ>@ bgF?eh@Y@@0R@18BO@1IIų@1j3H#@1]yˤ@ Dþ@xA_(b@;/4@ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI@ffffffDQ-#+@ðOAYm،Z)@ ;VF?v @Y@@1o?0̼,F?0̼,@@1;.F@%:RD@Y?zSHF?(@?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/@DȢl(@T] !AP w@!kFzF?ʫ\@Y@@1@2_U @2p .@2Maq|jC@2J3͵@ D8Ͽ&?@"FeAU\vMl@!:zdF?;yR4@Y@@0n@1|7>P@1#[@1q3c@1wp@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c? QrF? Qr@?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o?ffffffF?ffffff@Y? QrF?p;@?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?ffffffF@S4@Y?ffffffF?ffffff@Y? QrF? Qr@? QrD\@$rcMAO\@2[F?^{JV@@6ڙ@3'ɐB@5V@2 Q@0ЬzZ?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a@!D|&@ƳtAW4@!FeaF?@Y@@0k,*@1d@1@1ĕO @1~AkQW?ffffffDCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@$F@)U/ej@Y@ D_<Dhk@$ ^YF?&I@Y@@0mBā{K@1;vt=@1Bd@1.|(h@12U|?EtVuSa@O ZAпef@1bF?@@RCw@"N @>],@-,3y@3 ? QrF? Qr@@Dȱ5f@"*TAO߬ +a3@!wXF?b#ᆘ@Y@@1P@2`$YD@2qH6)@2Ni7wf@2K @Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí@D`.@q(njXAUI]@!;ՄNF?ԀuM@Y@@1oC1@2 +@yK@2+_T2@1Q +>@1ῇ@ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI?F?@@D_v^@?ѐA]X],r@ o ÓF?珆`V@Y@@11C@2 m@2k5 @1XP?@1E@?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4@Dќ;GI@}_fAXΆ@ =MF?Ov_خ@Y@@17N+J@1ʬ  @1^`@1 ::@1S1}@ D_<Dhk@$AX{@ \t>F?eU@Y@@0uRi@1Bl@1J6F[@15s~k@19B?ffffffF?ffffff@Y?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o? QrF?Y=@? QrF?'I@@DֱV{@C.AVċb@!wrsrF?%@Y@@0H8 @1av@1@1U@\z@1??F?@?F?)k@?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe? QrF? Qr@?$ȟ@F?$ȟ@@?k"ɁF?k"Ɂ@@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*@ D5Ɏ^$@cvAW@@'lT@! )wF?GX@Y@@1 @2 +ȼ@23i@1 {@1.?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4?{[>D\@$rcMAO\@ȪGF?S7 @@6&b @3v@5T/r@2)P@0@?k"ɁF?k"Ɂ@@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?k"ɁD\@$rcMAO\@َћOF?TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e?ffffffEhp:-@7ղRAV@r v8MF?ffffff@@VIA(@@!s@*Zb,@CY(@x2?=]UF?=]U@?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe@F3ld@Ӓi;}Ai8P6@eL(F?m3 A@?u@<ѕ@%v@:rBڃ@Nh?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH?E!?@@l̖Aji&@vYF?@@@3J@n@]@Eu?0̼,F?0̼,@?0̼,F?7o@@Dt,g/@*$;AUrY@!/F?]9@Y@@1sC-d@2 -@2-ب7y@1oT@1݊7@Db !@OtzAWa]#@! 4õF?ڐ +@Y@@1]@2 :vgh@24cCtO2@1ꟹ@1ʷ +@D4&T@)A^TG@ JVI8F? x>@Y@@1[/A@2*'Xq\@2V_@1;(@1C ?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?0̼,F?0̼,@@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_?$ȟ@F?^gd@@F0xg[n@ @B%L&]?=F?H@@' ?~?&OB?JLX?s;1j@<JwF@!1%X@Y?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: @DQ]@QA]iR@ mk%PF?~6;@Y@@1'-t@1Y@1K]U@1t &@1\Jֻ(?ffffffD4')@#1AXO|~a@ }F?w{@Y@@14@1{(q@1낒@1YSA@1%|?0̼,F?0̼,@@Dȸa@?AOZ@!L!F?ϵIHV@Y@@1OD@2`|2n@2q)W@2N&A@2LB j?ffffffF?ffffff@Y@D=?j @Ż܅AX.G]I@ I{عF?y|ß@Y@@00@1^y@1Ll@1i@1~g@ DF<@TUAWYO@! +>TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@Dз4Ej@.8yuAZT3t-@ s'F?갞8@Y@@1Fz @1̗kq@1~r@1i@1,?ffffffF?ffffff@Y@Dȯo5G@k;}AO ;@!YF?ȟ@@Y@@1Ș Y@2_6@2p=;@2N@~N@2KdSO1@Dp?jC@qEqA\ v@ z.A7aCF?+ʬ@Y@@1φ G@2Ia~@2eꑨ@1b+@1@ Dߍ9àj@Ǎ4P\AWIЦ@ F?B1Q@Y@@0w@1gۚW@1tր@1X+~@1Xu h@D۲B^@AU´@@!/1f F?@@Y@@0m` @1 Qɽ@1@1lx@1W?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT@ DʺmwSK@x)FAWW~v@ i +F?vJ"@Y@@1 @2 |럴@26p@1o@1PG@;:hF@F@Y?=]UF?=]U@@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c@DٸHVX@,@\AXoY@ mJ F?/V@Y@@0d@1|z@16DY:@1t)Jm$@1n !?ffffffF?ffffff@Y?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?앿ExF@ F@Y?{[>D\@$rcMAO\@&F?Ԟac@@6tU@3Mͼ?@5Ly@2x2JW@0x?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@ Dȼ@* A`܄VT9@ sF?㿱[W>@Y@@1\@1Ӥ!@2C}bE&@1;@1@DH@ś/AXJmQ@ NF?#@Y@@0dV@1@1#|*@1_b@1s@ Dv2F@ 4aAW 錻@! $&kYF?bb˧2@Y@@0)_@1qc@1{td@1c@1eXGak@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o?E%C@KAl<@̅f-F?@@#ȸeq@"K@#k'xd@"#BM@!#@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c@ '76F@>E@Y@Ee@ 5ȋ'AK_>@J*F?Uhƒ@@"2i!a@$ &M/@$1`z^@%*? k@% -X?F?@? QrD\@$rcMAO\@7F? Qr@@6f@v@3b@5]+ABh@22Lu@0ϥNƂ@Dȯo5G@k;}AO ;@!YF?ȟ@@Y@@1Ș Y@2_6@2p=;@2N@~N@2KdSO1@DzX-ڶ@Ŭo^AW} @ *x3F?m@Y@@0S@13Η@1È@1s0@1?k"ɁF?k"Ɂ@?$ȟ@F?$ȟ@@?ffffffF?ffffff@Y@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?0̼,F?0̼,@@D7zSz@@C^"A`@ +eF?U\R-@Y@@1 *n.@1٬r"@2J "m@1E ;@1 B?k"ɁF?k"Ɂ@?zSHD\@$rcMAO\@(ӃF?x!y@@6.P~@3Yv %@5XV,A~@25@0ma?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?0̼,F?3,@@DȢl(@T] !AP w@!kFzF?ʫ\@Y@@1@2_U @2p .@2Maq|jC@2J3͵?zSHF?zSH@?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí@D)#@LW!{vAXL6Y-i@ J F?@Y@@0Ҩ&@1,7@1@1s߰Xa@1nN ~&?0̼,F?0̼,@? QrF? Qr@?ffffffF?ffffff@Y?$ȟ@F?$ȟ@@@ DD@'kw$ATyWB@!ZHF?|&V@@Y@@1g-@2 6@2)@1r}@1Zb?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?zSHF?zSH@?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?F?@@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_@D2s/S@*Z.%AW + &@! yTvF?WS@Y@@01(@16 +>!@1=*s@1ylcƫ1@1xx;N?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^? QrF@I,wW@?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI@ D\x@T@zVAWYed@! +F?s@Y@@1`}ɘ@2 6DL@243[jz@1~@1AF\?D`)@>A`95hP@ F??) +@Y@@/;7t +@0w~yq@0x޻ /@0n .o@0w+>@ Dښd%X@ƊWZAX `wZ@ IEaF?4@Y@@0͘_@@1'"@1O@1r}{Kt@1n8?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?zSHF?C1B+@@ DCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL@D!̊w@U. AG[чx@@"TF?;K@Y@@1(H@20$@2L&&@2)e@2.@;/4?D@pǝA^]̡@ Vx'F?qiC@Y@@0<\X@1W @1{'@1@Y@@1sE'l@2 @2-@1H<@1݈"o?zSHF?zSH@?k"ɁF?kͥ:@@ DFq@˵\.AFT5n@"$iF?5Tu@Y@@1 O(>@222@2^@2232@2Yr@<JwF@ L/{J@Y@DDa@A]wP@ l}mF?omr@Y@@1Xl@1?@1Kp@1ttI5@1\%3\?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?F?@?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe? QrF? Qr@?0̼,F?0̼,@?F?@@$F@%@Y?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^?ffffffD\@$rcMAO\@[`F?VuW@@7'CS!@3D{@5i@@2=#@0?=]UF?=]U@? QrF? Qr@?F?@?ffffffF?GIj@?F?@?ffffffD\@$rcMAO\@yF"B$F?_^@@7$u@31K +I%@5iZkG^@2&=@05@ DP;A@q"DAU a(@!2RF?5~g@Y@@0^⽀@1mN@1owo@1bFF@@1jpYQ?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@F2i|@fVB]V?úF?,{ Z\@?}M/?z?evUT?᠙]? 82?333333Dfd@IK;AYC@ >F?}ke@Y@@1ˡT@2 ~ض@2Cc?@1 @1Q@Dt=I@*04AU^sjQ@!/kGF?]N @Y@@1sBk@2 @2-@1Ŝ 8@1݋D:.?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`@<JwF@ @Y@ DJ@{bfmnA_+@ 6kF?Ck&@Y@@2g#44L@20 '@2\}@1鄭 +@1Zy@DQMie@ ,A\S!@ )[kF?虮O"}@Y@@1kVE@2Ex|@2_?W@1@1/ޤ@ffffffD̝j$@D8fAU@!4Kmy;F?ȊG@Y@@1qѠ%@2 z@2,j<@1=ꅀ@1\I?D\@$rcMAO\@'F?@@69*~@3B(?@5]mMN@2a@0ϧ1ڐ@)-F@.2^@Y?=]UD\@$rcMAO\@9/F?*@@6/@3|@5RZ?'@2js@04*@Dh+@Y@Cc<A]Nҷ~@ po-F?0 )@Y@@1ք:@2͒@2j3q@11>"@1M@Db !@OtzAWa]#@! 4õF?ڐ +@Y@@1]@2 :vgh@24cCtO2@1ꟹ@1ʷ +?F?@@ffffffDu2@AA_OfoI3@ ?TF?Y@Y@@0vhn+@1 '@18o:@1!D6_@0VEZ=?DWx-@ĚfAZ @ a@UF?[l7`]@Y@@0S0@1bQ@1t@1t͘f@1fX*Ԝ?ffffffF?ffffff@Y@D e@cAajϳ@a!F?d0+@j@Y@@1 zd@17I@2Z \@1M LZ@1z@ '76F@nua@Y@Y2F@^g@Y?ffffffF@$@t@@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-?ffffffF@:PPzk@Y@Ez0@.$)A$]@=F?!.I@@#H-UD@%M@%zg@&$lE@&b?{[>F?ր[2@?k"ɁF?k"Ɂ@?F?@@ Dʉ(@ZAW扙~@ 9%F?@q@Y@@1&hA@2 @27m9 @1M;\@1BI?=]UF?=]U@@DfJ@H0 AYWb@ 4yF? ٔ[l7@Y@@0pVAں@1;]@1DYM@1-*P@11B@F/@ D"ŷԷ@P4h2A`v@ +f#F?ҲL@Y@@1ԩ@1i:@23Ϛ@1I(@1@ D9?@N८\AT@v@!`>F?`V. +@Y@@1fjر@2 oL{v@2(?a@1*@1/@Dз4Ej@.8yuAZT3t-@ s'F?갞8@Y@@1Fz @1̗kq@1~r@1i@1,?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe@ D8c'@duoAW=|Ԥ@! iIF?a@Y@@1@2 +1uv@23 X@1@1B?ffffffF@ "n@Y@ '76F@9tN@Y?񙙙E'/'T@m#+A)@5?˜F?f[ @@S@[ @ b@rG +@@H/\%9?k"ɁF?ΙV@?$ȟ@F?$ȟ@@?E!?@@l̖Aji&@vYF?@@@3J@n@]@Eu? QrF? Qr@@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c@Dv;ɮw@)+vAW5@ oN9F?ZpT@Y@@0bp@1@1+@1tr@1)s3@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o?ffffffD\@$rcMAO\@J51F@Qi@@7-@3ef{#@5j~Z@23}@0̆xeb@$F@$@Y@Du kM(-@D-[AU|0L @!)yF?j@Y@@0\@1@1ң+@1~6[˶@1cK@;:hF@L"$@Y?ffffffF?ffffff@Y?0̼,F?NO@?ɊfY-F?ɊfY-@@$F@(gXe@Y?k"ɁF@=@?k"ɁF?k"Ɂ@@DBnVv@A]z`'@ l71iF?m ֶ[@Y@@1}u'@1,*8J@1cv\@1txsI@1\cȢ?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@?F?@@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[@ D_<Dhk@$F?{[>@?ffffffD4')@#1AXO|~a@ }F?w{@Y@@14@1{(q@1낒@1YSA@1%|@D%k@YJcAWP⋽@! +axHF?VϪ@Y@@1K$'@2 2ێ@241H@1ƒ}@1rRb?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a@E1P(@,eA`=@ 0`%F?$6e@Y@@+YP.@.1ꀇ@-9N@.PW@. ӈ?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4@ LYt[F@Ռ@Y@$F@)g@Y@ DCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL@;:hF@($5inY@Y?zSHF?wT>F@?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?ffffffD4')@#1AXO|~a@ }F?w{@Y@@14@1{(q@1낒@1YSA@1%|?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@ffffffDa87@=8A_WT==@ >=F?},@Y@@0vn)w@1]E@18Հ}@1#1@0A?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?DZ @¥]AXz@@ @WF?,fW@Y@@1M7@2 +Y@2;N@1@1ʹ8@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[? QrF? Y@?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-@ Dibܘ @taAVn#]@!*F?¹M@Y@@0ӏ@1c@1i8c++@1Wu6@1\WFD'? QrF? Qr@@ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/@DȢl(@T] !AP w@!kFzF?ʫ\@Y@@1@2_U @2p .@2Maq|jC@2J3͵@Dֲe@ŁIBAXh}Ĵv@ zuF?H˒:@Y@@06̇c@1扶{@1$@1;6@1b8?$ȟ@F?$ȟ@@@DȢl(@T] !AP w@!kFzF?ʫ\@Y@@1@2_U @2p .@2Maq|jC@2J3͵?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c@ffffffDʽľ}@qmIAWM@ ŵMF?y2@Y@@1gb@2 y@26xP@1@1cH@l@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?D\@$rcMAO\@VU@F?ёW@@6Byt@3[@5]@[bx@2(br@0Ϧ* +?k"ɁF?k"Ɂ@?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_?ffffffF@ fQ[@@EA A@܏8MOA`@ wnF?1;.]@@+бʴ3@.?Dr@-3%Vq@.wd&z@.Û?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI@ DI3c@Fc\AY8#Y@ 8ڊF?P]@Y@@11@2 +s@2AT.@1薕Z@1ʖ,=ٓ@DbX o@hLGAU c@!5لF?<+@Y@@0J"@1_H @1^k@1h@1X-@Dm1@M$2`AXKl b@ >ߚF?*cP@Y@@0Ҁ>e8@1h@1yH=@1s1e@1n@{H*?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH?ffffffF?ffffff@Y@D%k@YJcAWP⋽@! +axHF?VϪ@Y@@1K$'@2 2ێ@241H@1ƒ}@1rRb?ffffffF?ffffff@Y?$ȟ@F?$ȟ@@@D]2@k AY{ @ ƇW}oF?%o]@Y@@1A6U@1K@1CT@1pxR+@1j@DȰʔ@لWXAOkѬM@!_zF?{t@Y@@1%Nd@2`op@2q?=@2NT@2K%^?ffffffF?ffffff@Y@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[@D/a[@aAUlt«@!*0܅F?UDR@Y@@0v-6@1\;@1oY@1EƷ9@1}ހ?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`@DNR@ A]l+%g@ mvKoF?{ Z[@Y@@1U@1d88@1[@1twE@1\Bf? QrF? Qr@@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?F?@@E0 *@^2{?A–`@F?&A(@@rFpț@/cW6@kA@fӛ^@@D>Xn@Ļ"&AZ@ W F?m ֶ[@Y@@0ˌLmy@1VΕ@1Mn"@1r@1dK Fi?{[>F?@? QrD\@$rcMAO\@%ŸF?*"As@@6磩ʧ@3k@5[oo9@2\Ay@0[{?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@@ffffffDR[@gb/A]gڶ@ nF?ﲫ@Y@@1 e@1UH@1sf@1t燽Z@1\M괡@ Dw U@m(A^Xwh@ VF?揆`V@Y@@1L@2&@2x1b@1""e;@1ѢY`@D& n@Ģԫ)AY7pj@ 4F?u @Y@@0X@18z@1fL}@1S@1sJ@DTNC*@ƪϗAVF +@! s׍F?.r/@Y@@0=}2@1@@1X@1q@1Qs?ffffffF?ffffff@Y?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@ D/@3l^1AXE@9@ ׋P=QF?=p +=@Y@@0ȺZE@1|`@1*$@1hE7N@1bZc0@DhdO@ȸWKoAU !@!DBF?AJM+@Y@@0Fo@1Z@1G +@1.-@1W[x,?E'@A B@ycF?^ N@@4H@Ɋ|k@+Q@ZN +'@ >!@E|F@߽8A@il|ZqF?NΚ,f@@!Zcq@#Y~@"0U@#V@#m.y@ LYt[F@`:@Y@D!@+bbAVTl!O@!F?폆`V@Y@@0#U@1kɜ@1Wa2?@12DD2@1"";Y?ffffffF?ffffff@Y?zSHF?@?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT?0̼,F?0̼,@? QrD\@$rcMAO\@= F?RA@@6ןAj`@3G3@5Wbo@2L&@0Ѓw? QrF?*@@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?0̼,F?0̼,@@$F@$~6@Y?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`?{[>D\@$rcMAO\@иF?lvK@@6@3IPE@5T:l$@23@0pπ\@Dќ;GI@}_fAXΆ@ =MF?Ov_خ@Y@@17N+J@1ʬ  @1^`@1 ::@1S1}@ D9?@N८\AT@v@!`>F?`V. +@Y@@1fjر@2 oL{v@2(?a@1*@1/@ffffffDQ-#+@ðOAYm،Z)@ ;VF?v @Y@@1!?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a@ DOjn+@#lSOA` wT@ ,9F?ѷY@Y@@2 +;@24p9@2d!4͜@1W#ĉP@1Nj? QrD\@$rcMAO\@eoF? @@6řv@3E@5R ӎ@2ltf@07D@ DI3c@Fc\AY8#Y@ 8ڊF?P]@Y@@11@2 +s@2AT.@1薕Z@1ʖ,=ٓ?ffffffF?ffffff@Y@Dз4Ej@.8yuAZT3t-@ s'F?갞8@Y@@1Fz @1̗kq@1~r@1i@1,@Dq@sBn A\巆@ z>SF? @Y@@1:%@2.@2e@1xt,@1ðZ?Eu1z@> #XA +\@*͋F?@@@>Pa@ݦ-K@Ȯ`@6?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@@ D4;O@b) AWAy@! 2qF?27@Y@@1yߎ@2 ,n[@23d|2@1uR@1G@ffffffD̈́$9@=OMYA_V"x@ >F?$tS@Y@@0vf@1 @18˦@1#Q@0A8E@D̙?- B@BD$AUcש@!3AjF?`V.@Y@@1qn@2 Cu@2,@1->I@1ޫ?=]UD\@$rcMAO\@@FԷF?qgG7@@6@3r@5Y6 d@2M@0MqNz@DM"?@ԇQYEAUh+Z@!9KV*F?,{ Z\@Y@@0Ȱ@18l@1}N@1wOR@1|Ȕѿ@D6vl@ˋ&hAG +5@"gSF?r2M@Y@@1 @2@2a1 @27fT@2)@Dȯo5G@k;}AO ;@!YF?ȟ@@Y@@1Ș Y@2_6@2p=;@2N@~N@2KdSO1?DxG' +@ .AX6@ U F?-b8@oCHAVR[w@! ӱF?d7@Y@@0طGP@1B{@1enW<@1relH@1r#?ffffffF?ffffff@Y@ D^tE?@O΋MA`n@ +O]EF?|@Y@@1_@1(@23C @1@1/Z@ Dʂ=ly@&+AW jjK@ e kF?8\g*@Y@@1>4@2 ̮^@27O@1/@1Юat?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@;:hF@ W`9@Y?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@7`o.@3c7&@5aɹ@2@0ER@DIw@ ϤA]qr@ m YF?ud@Y@@1 7>@1x~@@1@1t;@1\3 J?$ȟ@F?$ȟ@@?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a@ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI?ffffffDAtT@{A]z\@ l5ڕNF?l!-w@Y@@1~q@1p[G@1dW:z@1t.@1\=d?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-@ffffffDR[@gb/A]gڶ@ nF?ﲫ@Y@@1 e@1UH@1sf@1t燽Z@1\M괡?E!?@@l̖Aji&@vYF?@@@3J@n@]@Eu?0̼,D\@$rcMAO\@V F?9@@6Vy@3@5Zp%@2axP@00/?k"ɁF?yYw@@ Dͳ@TAWXܙ(>@! +~3F?Z@Y@@1̀@2 6FQ@242g@1걆f$@1BK:?{[>F?{[>@@EK~J@Aę4@'oF?絝yh@@R+dE@@$#@:1@h!@F2@5 nB!3?T>FY:F?,{ Z\@?.?糗?Vm[n?he|?Š+yl? QrF?@|\q@?=]UF?=]U@?F?@@ DI3c@Fc\AY8#Y@ 8ڊF?P]@Y@@11@2 +s@2AT.@1薕Z@1ʖ,=ٓ@DYeM@ rNBA\KT4}@ F?HG@Y@@1lAPn@2:n@2^\w@11@1ņ?0̼,F?o>|<@?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?񙙙E'/'T@m#+A)@5?˜F?f[ @@S@[ @ b@rG +@@H/\%9@D̨@Lp9zAUp0]>@!5z(F?9m @Y@@1qmKV@2 n@2,l@1k9@1&e@Dȯo5G@k;}AO ;@!YF?ȟ@@Y@@1Ș Y@2_6@2p=;@2N@~N@2KdSO1@ Dwz@o{tM;A`P@ +cZ`9F?zd@Y@@11N@1嬁@2Fgw,@1 @1R@D ސ@Z1[AVowz@!&Y[VF?nmu@Y@@07,@1\X@1K]@1 +@10u@D޾\wX@ŠW|#A[&2@ BvF?q6@Y@@1UR@1-#@2M3@17D@16Z@DOY6\@ דЍA]k1@@ mu3PtF?|ᛐ@Y@@1@1bĿ@17d@1t,>@1\C}@_@D'zI@DŽȍANb@"AlhȇF?$T~@Y@@1܁@2fkm@2s>I@2W@2W@w(,@D2']@CaAV-e@\P@!#?AF?NP1<@Y@@0LLz@1Ҫ17@1Mr,@1yA8Rb@1{C4b?DпivR@5AZHBTH@ gF?꽺 +RiY@Y@@1FKW@1~*Y@1N@1m&xs@1(𕰫?=]UF?=]U@?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^@F*pSA@;lB3O6u? +dF?]7g@@B`@~Y?O@[*XJ?Ӿu?&@D鏼H@Ɣ)sp AV@!{F?@Y@@0oX.@1pI=@1D@1O@1ˏ?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^@ffffffDʽľ}@qmIAWM@ ŵMF?y2@Y@@1gb@2 y@26xP@1@1cH@l?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@ D݆pא@󴍩 3AXpDzt@ d5F?2W@Y@@0Q]8@1o{چ@1T5_@1^dt@1[^ߛ?ffffffF@ |@W V@?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@7`o.@3c7&@5aɹ@2@0ER@ LYt[F@P@Y@DA@2bۆA_hB@ =*c1F?v@Y@@0ws@fY@1I׭@19ATc@1*؝Z@0I@E]<ñ@ЃٍRARy@*F?.2X@@ 9F&@![@Y=@!i37@!ҺCy@" H-B@ D9?@N८\AT@v@!`>F?`V. +@Y@@1fjر@2 oL{v@2(?a@1*@1/?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?DxG' +@ .AX6@ U F?-b8@r$c@Ҷ]kg@ލh@$F@)N$5inY@Y?앿ExF@Cs@Y@D/ho@ 3_bAWd?o@!1F?v@Y@@0N4<@1j@1sڑ.@1ԌQ@1N@D$Yq@ +GAW\@ f=F?C,zxl@Y@@0]!@1F?h@@DJT@,BAV%Ydp@!+)F?/v@Y@@1tÃ@2 yWY@2.<@1)%*@1Lm@D'o ~@hM*uA`*h@ FS[F?.4@Y@@2!@2=f_x@2Y@2(V@1$ +@Ea_c@r*/=A +UNj@GyF?ؤҲM@@!lu@#'@{w@#y>L@$%c@$G;@@ D_<Dhk@$!?zSHF?zSH@?$ȟ@F?$ȟ@@@D/e@xLA\.1m@ {[_F?@Y@@1΁Ꜹ@2g@2e=t@1UL@1ck?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@)-F@,:cI{@Y@D́fK?@2QEAU'&@!1(3csF?k΅3@Y@@1r˥|a@2 to@2-W0@1|fO@1?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@7`o.@3c7&@5aɹ@2@0ER@ DI3c@Fc\AY8#Y@ 8ڊF?P]@Y@@11@2 +s@2AT.@1薕Z@1ʖ,=ٓ@ffffffD>L@=)A_W1A@ >߰4F?Б}kf@Y@@0v9)E@1@18dL@1#;v@0@E@D0@XAYMdu@ ښ{F?K3z@Y@@1@o;@1ˎ1q@1 @1@1wK:@ LYt[F@ =J*@Y@ Dk9^;@;#JA^Dzt@ LHo@<JwF@<Jw@Y@ DF<@TUAWYO@! +>TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e@ D_<Dhk@$!?񙙙EzLwg@4TgJAս/@oHI"F?ffffff@@RRym@ȆiO@' @}4@rp?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*?0̼,F?"o@?k"ɁF?k"Ɂ@?ffffffF@Ti @Y?$ȟ@F@:@@ LYt[F@# @Y?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-@$F@)w5~g,@Y@ DCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL?D\@$rcMAO\@'F?@@69*~@3B(?@5]mMN@2a@0ϧ1ڐ?k"ɁF?k"Ɂ@?E!?@@l̖Aji&@vYF?@@@3J@n@]@Eu@ffffffDʽľ}@qmIAWM@ ŵMF?y2@Y@@1gb@2 y@26xP@1@1cH@l?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@7`o.@3c7&@5aɹ@2@0ER@E̒J6c@.˕A2>J@F?Q.Ƽ@@$@+^#@&ɠ1@{H@|״?ffffffF?ffffff@Y?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?0̼,D\@$rcMAO\@,1F?h0@@6B$@3= I@5[@2YG@0u!x@D.-E2Of@XXͯAUό"M@!- HF?AJM+,@Y@@0  @1ߖl@1; @1.@1xd@DA@2bۆA_hB@ =*c1F?v@Y@@0ws@fY@1I׭@19ATc@1*؝Z@0I?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a@ Dʇr@^}AW}nmh@ F?>iQY@Y@@1D71f@2 @279@1c@12C@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6?D 5@oA`az)@ јx F?>P3@Y@@/S_@0Sj!@0>FDۢ@0l@0r@D%k@YJcAWP⋽@! +axHF?VϪ@Y@@1K$'@2 2ێ@241H@1ƒ}@1rRb?ffffffF?O@?F?@?DW6@ö/AYd#@ z.F?{@Y@@1;h#Tz@1 yj@1\@1-@<@1C/C@Dج6z@nϠeAY,@ NG}KF?ꀝIQ@Y@@0TPa@1m޵PL@1L@1p y +@1fHRaR@ D}]?;"@ԂdsA_sc&@ <+Ǩ1F?{m]@Y@@1 +@1H@15J}@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6@D-B@OAXi\;b@ WF?3rS@Y@@0BSk@1B5@1*N˼@1_ۀ@1|m@Y2F@!b3 @Y?E'@A B@ycF?^ N@@4H@Ɋ|k@+Q@ZN +'@ >!?DZ @¥]AXz@@ @WF?,fW@Y@@1M7@2 +Y@2;N@1@1ʹ8@D݀*@‰ٗMnA[@ *J0F?pT@Y@@1Ur?(@1@2$Z@1bA@1fxe?0̼,F?0̼,@@DCP5|@ũ]{AXZgei@ +!kF?ϿT @Y@@0О@1LJ@1{I"k@1EP@1| ?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@;:hF@!'R@Y@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6@ D,o@3rAY@ նk֣F?,{ Z\@Y@@0# @1g B@1x,Ǎ-@1U0qL@1R34^c&@D>]@~]@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[@ D+[MU@U A]N![p@ c5}F?Q@Y@@1Z,Z@2"wP:@2qA@15@1k#@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_?D\@$rcMAO\@A F?@@7" ۆ@3[ >@5aTM@2 @0ء@Eo@bA u \I@+LHF?؞FI@@!Y{@#'As@#x}@$& c@$B+S@ DD@'kw$ATyWB@!ZHF?|&V@@Y@@1g-@2 6@2)@1r}@1Zb?0̼,F?0̼,@@Y2F@Md1@Y?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@D/D@Oh5AX $@ ݞ6l~MF?x@Y@@0X@1}B|i@1 0j@1jS% H@1dI>?0̼,F?l@?k"ɁF?k"Ɂ@@D}!a{@k& AXŧ9\@ ~/F?y|ßa@Y@@0/m@1խ@17r@1x@1{)?ffffffF?ffffff@Y@ DbHG|b@cAXy;A{@ uF?"0@Y@@14w@2 XF@28^@1i@1%@Do-@yNAY7@ 5F?p`@Y@@0@1s@1bò@1m< @1c]LZ@D\Q*@ûָAY\A!@ Ԙ` dF?Ma@Y@@1;~@1T)@1iU@17@1jUx@ffffffDqVV@=B@O|A_V$.1@ >0F?{@Y@@0vۯ(@1 ;2@18IQ`@1#e@0A >%@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c@DJ}7@.kAX^Hl@ 0_F?ty@Y@@0#4HH@1M7؀@1Vy]@@1??/P@1B+{D?0̼,F?WV@?ffffffF?ffffff@Y@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c@ffffffD̝j$@D8fAU@!4Kmy;F?ȊG@Y@@1qѠ%@2 z@2,j<@1=ꅀ@1\I?=]UF?ܘ !S@Ǧ4AN&@"-F?5 D@Y@@1N0e@2hJf@@2tC@2Xߜ@2Yr0?$ȟ@F?$ȟ@@@DțA\0P*@Ƽ{8APl@Ok%a@@<5c|@t*?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí?E!?@@l̖Aji&@vYF?@@@3J@n@]@Eu?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@ DCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL@ D /@ n"AWp%J@! `F?_o@Y@@0Ō@1ZO¥@1_%@1N`S@1S8@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?ffffffF?ffffff@Y?ffffffF?[|X`@?$ȟ@F?$ȟ@@?zSHF?X@@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_? QrF? Qr@@D0@kahVAAYd`@@ uF?$=@Y@@1Ac@1@1M@1(@1P@Db !@OtzAWa]#@! 4õF?ڐ +@Y@@1]@2 :vgh@24cCtO2@1ꟹ@1ʷ +?0̼,F?0̼,@@ D\kN@&AUŸ0,@!.?zF?>P@Y@@0҂w@1qP@1u@1f8/f@1l?{[>F?Ȱr@@DW38@mAULnnj@!o?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI? QrF? Qr@?k"ɁF?k"Ɂ@@Dٰk'.@ǭAUk@!8odF?($ xG@Y@@0v6eE@1A0]@1P[}E@1?@1`@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT?$ȟ@F?$ȟ@@?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?F?n&NHb@Y@DR f@B[zA]g8`@ ny-7F?瀈P@Y@@1}@1Sa@1 @1t 6@1\O{Xs@ D4Q@2:AWȩYrB@! Vm!gF?ZIf{@Y@@0o@1lS-@1u@@1^&AI@1a"\D?ffffffF?ffffff@Y?ffffffF?ffffff@Y?ffffffDCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL@Dќ;GI@}_fAXΆ@ =MF?Ov_خ@Y@@17N+J@1ʬ  @1^`@1 ::@1S1}?ffffffF?<){Lb@@ D@@i! dAW5=d0@! p 5VF? +(wN'@Y@@1' @2 ('9 @23j3@1\K@1?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@?0̼,F?0̼,@?$ȟ@F?r@@E!4@b`Ay[@׺4lF?IHU'@@"L%{@$ʦ 1@$W5PK@$Gm@%ofM?k"ɁF?k"Ɂ@?zSHF?ݾ@@ DI3c@Fc\AY8#Y@ 8ڊF?P]@Y@@11@2 +s@2AT.@1薕Z@1ʖ,=ٓ?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?0̼,F?l$@?ffffffF?ffffff@Y?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-?ffffffF?ffffff@Y@E֧KLu@inA'm\@B,F?yg@@u6@@x @M@}?ffffffF? 1Z>@?ffffffF?ffffff@Y?ffffffDF|kK@VֻA]߫wǹ@ beAF?a=1@Y@@0hao@1x@10$J@1nǼ@1c@ffffffDR[@gb/A]gڶ@ nF?ﲫ@Y@@1 e@1UH@1sf@1t燽Z@1\M괡?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?F?(@? QrF?c)@?=]UF?\@@D_Rf@BLnA`Q\@ + F?2"@Y@@2,Tl@2Bsw@2 9@2T@1I/@ DCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^@EL@׏׼aAK_K@f}F?׼UDR?@@"yZ +`@$8`a@$*~O@$ɺ,@%9@ DpM`@8I#bA^Hg@ K^ DF?ѢY@Y@@1=I@2)eE:@2~fh.@1D(y@1ۭX?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@@ffffffDʽľ}@qmIAWM@ ŵMF?y2@Y@@1gb@2 y@26xP@1@1cH@l?E'@A B@ycF?^ N@@4H@Ɋ|k@+Q@ZN +'@ >!@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o@<JwF@ >@Y?0̼,F?0̼,@@<JwF@!?u=@Y?ffffffF@_gn#@?ffffffF?ffffff@Y@D J`z;@ O~JAUD\%Z@!=OOԬF?U\R-@Y@@0r@1~K@1HZ@1eJ+@1Ǯ8@ D9?@N८\AT@v@!`>F?`V. +@Y@@1fjر@2 oL{v@2(?a@1*@1/@D^-@ƥ5B*AU1r@!J>8WpF?/0@Y@@1kd@2 A[$0@2*\L@1?j@1 7@<JwF@!:+C@Y@ DCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL@)-F@/`G@Y@ffffffDR[@gb/A]gڶ@ nF?ﲫ@Y@@1 e@1UH@1sf@1t燽Z@1\M괡?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?ffffffD\@$rcMAO\@F@86@@7G @36a +8@5p&yé@2~7PL@08y=@ Dp@x"}A`!E@ (RםF?,QI@Y@@2''@26) +v8@2܆Ir@1OFϕ@1W?=]UF?^c@?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@ffffffD̝j$@D8fAU@!4Kmy;F?ȊG@Y@@1qѠ%@2 z@2,j<@1=ꅀ@1\I?k"ɁD\@$rcMAO\@Z.]ϥF?k"Ɂ@@6l@3A@5Z̜{@2Rii@0,Ba@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c@ DU|@&ZAY?€<@ %OqF?|H@Y@@0LLF@1vaT@1@1bM@1\@EFH/W@(A}@w˫T?Ԥ~鷿@@"H@%c# @$yq;;;@%[K@%嘳s'x?ffffffDF|kK@VֻA]߫wǹ@ beAF?a=1@Y@@0hao@1x@10$J@1nǼ@1c@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_@DPE= A@pU7AXks@ ʁjF?Mj@Y@@0rQ@1?pE@1Gt{@12[ @16M1X@$F@)Wh@Y?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@D? F@ŠA[@n(!@ KF?qbb˧@Y@@1Ue@1ì[@2U@1X@1 @D%k@YJcAWP⋽@! +axHF?VϪ@Y@@1K$'@2 2ێ@241H@1ƒ}@1rRb?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-?ffffffF?ffffff@Y@DM@njAV:/@!!gF?>6z@Y@@0@1q%ɽ@1? +):@1@1'@DѭK@ǓtpAV{A^@!tF?D@Y@@0ǠNV@1K"HH@1A@1{:@1| +?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?ffffffF?ffffff@Y@ DF<@TUAWYO@! +>TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e? QrF? Qr@?ffffffF?ffffff@Y?ffffffF?ffffff@Y?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?ffffffF?d@@;:hF@;:h@Y@Dݵ,RJ@‰,ukA[o*H@ .X,F?pϿT@Y@@1U_|6@1x+@2#4 @1"K7b@1)?E!?@@l̖Aji&@vYF?@@@3J@n@]@Eu@ffffffD>L@=)A_W1A@ >߰4F?Б}kf@Y@@0v9)E@1@18dL@1#;v@0@E?0̼,F?Ņt@?k"ɁF?k"Ɂ@@ DHn @SZA^W~@ GKqF?ߏG0@Y@@1Q_@2*@2R@1R@1h\@DؑHA@X^j+AYƓeF]@ ;Q{F?V?@Y@@04*@1Θ @1Ö@1o{? @1e+:?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@?ffffffF?ffffff@Y?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-?DWx-@ĚfAZ @ a@UF?[l7`]@Y@@0S0@1bQ@1t@1t͘f@1fX*Ԝ@ DCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL?ffffffD4')@#1AXO|~a@ }F?w{@Y@@14@1{(q@1낒@1YSA@1%|?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@7`o.@3c7&@5aɹ@2@0ER@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/@DNjF@&?\5TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e@ D_<Dhk@$F?{[>@?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@DA@2bۆA_hB@ =*c1F?v@Y@@0ws@fY@1I׭@19ATc@1*؝Z@0I?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?0̼,D\@$rcMAO\@dF?0̼,@@6hb@3#@5Vj%@2Ĵ@0б[ @D/d,@Ǔ-I:yAU(@!.PF?٩T@Y@@0MO_@1)@1K WD@1U8@1f&?ffffffF@y4e@@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@7`o.@3c7&@5aɹ@2@0ER?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?0̼,F?H[@@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe@Dʿx@aAYq X@ eF?j򐫴@Y@@0ٯt@1*|@1_B-aG@1}d@1p䕖@ExCw@ 57 +A>2 $@xijF?y=b@@sMO@!v@ Ǹ[@!>Xs@!7h@ DФB@@ɌHAXـ@ ڲ%nNF?]\@Y@@0 r@1|l0@1Wl@1ii_@1cӢʊ?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí@ D_<Dhk@$@Y@@1sE'l@2 @2-@1H<@1݈"o?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: @Dз4Ej@.8yuAZT3t-@ s'F?갞8@Y@@1Fz @1̗kq@1~r@1i@1,@1;.F@%?9@Y?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?DxG' +@ .AX6@ U F?-b8@@#o@&-2#@%{q@&`!|P@&[I?DW6@ö/AYd#@ z.F?{@Y@@1;h#Tz@1 yj@1\@1-@<@1C/C?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn? QrF?䭅n@?DW6@ö/AYd#@ z.F?{@Y@@1;h#Tz@1 yj@1\@1-@<@1C/C?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?DWx-@ĚfAZ @ a@UF?[l7`]@Y@@0S0@1bQ@1t@1t͘f@1fX*Ԝ?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?=]UD\@$rcMAO\@<M!F?~*@@68>s@3ng.@5Y k_k@2^@0SU5?ffffffE{2l/B@*\ɢA1(@ +@24I(@2PX{@1ݚח@1^1h@ DF<@TUAWYO@! +>TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@Dȯo5G@k;}AO ;@!YF?ȟ@@Y@@1Ș Y@2_6@2p=;@2N@~N@2KdSO1?k"ɁF?k"Ɂ@@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT@ffffffDQ-#+@ðOAYm،Z)@ ;VF?v @Y@@1@2#@2aQx+[@1M8@17h?ffffffDL= j@s WA[+L@ F?`kz]@Y@@1Va'Z@1r@2Ȇ@10'@1e *?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?앿ExD\@$rcMAO\@9hF@\E@@7N2GBF@3 tW@5qV@2~1@0H@F)x@&-BU> +Z?`R̅F?E#M@?Z5?/X?fC+?hȢ?!@Y@@1sE'l@2 @2-@1H<@1݈"o@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?D 5@oA`az)@ јx F?>P3@Y@@/S_@0Sj!@0>FDۢ@0l@0r@E1}xo@7kA`;@ vF?4AJM@Y@@+@.2xD@-ˣ7@.Q^@.@ DR!\@ EMܥA_@ Fn:F?},{ @Y@@1`&@2+U$@2g @1VƬ@1 ?zSHF?zSH@@DA@2bۆA_hB@ =*c1F?v@Y@@0ws@fY@1I׭@19ATc@1*؝Z@0I@Dќ;GI@}_fAXΆ@ =MF?Ov_خ@Y@@17N+J@1ʬ  @1^`@1 ::@1S1}@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c@Dۭ'zHT@gmVATJg@!GBF?{@Y@@0(g@1> @1 6m@1Qr~v@1!PB\?ffffffF?ffffff@Y@E& :@2M) +Aj,ep@ժ,F?/^ G@@#\@&(6@%%(@&5{V @&Û@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6?ffffffF?ffffff@Y?E(Mz~@ˆ*SsA[@1~IG@1}I??zSHD\@$rcMAO\@S'F?@@6c;@3c@5T9F?{[>@? QrF? Qr@@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o?Eu1z@> #XA +\@*͋F?@@@>Pa@ݦ-K@Ȯ`@6?F?@@)-F@/LD|0@Y@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o@E1!y@%y4i۶AaX@cI$TF? @Y@@+j@.1z{Sp@->@.P8P!@.t@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT?D\@$rcMAO\@'F?@@69*~@3B(?@5]mMN@2a@0ϧ1ڐ?0̼,F?9ttF@@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c@Dň A@R +A],nH@ s~F?ײ@Y@@1n@2\@2iD0@1i@1mH?F?@?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI@EA3{,P@ܐ㳉BjA`.[@ =F?2m@@+Ц|m@.?I>D7@-41@@.wk7<@.@Dvh=8c@JX^TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e@Eg%=@ւJOA@F/T?IOQ@@!l_@$$ @#,Z!@$Ԕ+@%_ݮf?k"ɁF?k"Ɂ@?F?@@DڷTtl@ƌPxAXA 7@ [ogF?!-w1@Y@@0l) F?@@Ph@8ibnB@փhN@ȴs@a?/?F?@? QrF?"j@?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?ffffffD4')@#1AXO|~a@ }F?w{@Y@@14@1{(q@1낒@1YSA@1%|@ LYt[F@$}٩T"@Y@$F@$@Y@DPL=!4y@ 7%XA]j6J3@ mpF?}^_0@Y@@1@1];@1 -@1tz @1\GѢ@Do@D̀Jŧm\@2gI/AU B@!11F?j򐫴@Y@@1r՟@2 Tcm@2-[@1%@1[oY??333333Eod@©aKA:@F?333333@@끃`@n@ֆ@s@^P@Dݖkg@Nc$:AZUJ@ A͗F?KHӮ@Y@@1CB@1$1@1X<9@1s@1 ?ffffffF@9!@?ffffffF?ffffff@Y?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?$ȟ@F?$ȟ@@?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@ D9?@N८\AT@v@!`>F?`V. +@Y@@1fjر@2 oL{v@2(?a@1*@1/?E4{5P@ԵAm"<6_@-|mF?@@,bj!'@/u@ ^@Lԥ@_J˖? QrF? Qr@@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT@ D¬V@HNA`25@ %yψfF?䕪@Y@@2/ԋ +@27tᬭ@2$D@1+r>@1)y?333333EA:C"@܇j]2+A`z=@ s)F?'RT`e@@+'X@.?#A@-3fn@.w6 +@.\%?$ȟ@F?$ȟ@@@$F@)Wh@Y?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*?ffffffF@۹Ϛ@?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?zSHF?zSH@@ LYt[F@(\#y@Y@Dќ;GI@}_fAXΆ@ =MF?Ov_خ@Y@@17N+J@1ʬ  @1^`@1 ::@1S1}@ffffffDR[@gb/A]gڶ@ nF?ﲫ@Y@@1 e@1UH@1sf@1t燽Z@1\M괡?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?333333D?SQ@Ay]UAYBxu@ :kVF?@Y@@1fA@2 #u@2AMxS@18@1ln-?ffffffF?10@? QrF? Qr@@ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI?=]UF?ZGt3@?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn? QrF? Qr@@D@@ŋ@1[V<@1>e@1%[@1#@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@DLHb@Ƌuq8dAVHU=@! F?)r\=@Y@@0\@1e!/@1=@1no@1}Ĕ@Dȯo5G@k;}AO ;@!YF?ȟ@@Y@@1Ș Y@2_6@2p=;@2N@~N@2KdSO1@Dȯo5G@k;}AO ;@!YF?ȟ@@Y@@1Ș Y@2_6@2p=;@2N@~N@2KdSO1@ Db w= @śAX:˪@ B1F?i@Y@@1+@2 -8@28@1i`@1t?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?zSHF?Խ\L@@ D9@A(XA`~@ 5xF?SP @Y@@1Z֟Q@1s_@2?r@1^d1@1RY @D׼{c/@ƙ)AvAVJ};@!CRF?Ϫ͞@Y@@0휧^@1@1a8U@1g@1iY?$ȟ@F?{@@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?k"ɁF?k"Ɂ@?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@@D]@ajڃAU;R5@!>meTMiF?a=1p@Y@@0@1eeu;@1T@1/h@1IG8?=]UF?y9@? QrF? Qr@@ Dn{@ǣu.AW؜O@! $F?ag#$6@Y@@0e+-x@1||@1 i?@1mNH@1m4?DxG' +@ .AX6@ U F?-b8@Y@@1sE'l@2 @2-@1H<@1݈"o?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí@D̋oI@9䋷AUh@!2T<*F?w[0H@Y@@1rm5@2 Í|@2--Jx@1@1B?333333D@pǝA^]̡@ Vx'F?qiC@Y@@0<\X@1W @1{'@1!?0̼,F?0̼,@@ffffffD̝j$@D8fAU@!4Kmy;F?ȊG@Y@@1qѠ%@2 z@2,j<@1=ꅀ@1\I@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6?ffffffF?p*@Y@E/ѝ@bA<j@w &F?/v@@"gy@%1: @$@%c &a@%ٟƖŰ?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT?0̼,F?0̼,@?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_?333333DBЉ@C\AY?zp@ ׈.F?ިc@Y@@1?@2 =@2A5ё@1蕖@1yyC?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*?=]UF?=]U@@ Dh@4AU~4Q,@!6H F?ֶZ@Y@@004Og@1fo}@1gD@1\"`@1f)vp@Ed7@ +K"\A + @.p8F?@@"e6@%;@$(,@%D)r@%vܙ@Dւ>>@Iۙ-AY~5@ 17F? +D _@Y@@0{F@1չy@1zd@1|F?$tS@Y@@0vf@1 @18˦@1#Q@0A8E?k"ɁD\@$rcMAO\@Z.]ϥF?k"Ɂ@@6l@3A@5Z̜{@2Rii@0,Ba@DQ8K1@<A]i%S @ m5eFF?~$t@Y@@1@1ZJ=T@1WX@1tek/@1\J`@DטpF@MV5dAU +4=@!)T9tF? Z[)@Y@@08@1@1uQ@1+;E@1#n]@ DD@'kw$ATyWB@!ZHF?|&V@@Y@@1g-@2 6@2)@1r}@1Zb@Dנ}?@%AUxf@!/81F?8YK@Y@@0Ji@1s Y@1o-V@11@1<.M?0̼,F?m@@D0@kahVAAYd`@@ uF?$=@Y@@1Ac@1@1M@1(@1P?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@@ffffffDQ-#+@ðOAYm،Z)@ ;VF?v @Y@@1F?`V. +@Y@@1fjر@2 oL{v@2(?a@1*@1/@ffffffDQ-#+@ðOAYm،Z)@ ;VF?v @Y@@1TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e?DW6@ö/AYd#@ z.F?{@Y@@1;h#Tz@1 yj@1\@1-@<@1C/C?0̼,F?0̼,@@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT?ffffffDF|kK@VֻA]߫wǹ@ beAF?a=1@Y@@0hao@1x@10$J@1nǼ@1c@Y2F@ 4@Y@D;@Y +t AThb:@!V{F?'j@@Y@@0N@@1C@1M@1o@1N#4?=]UF?=]U@?DWx-@ĚfAZ @ a@UF?[l7`]@Y@@0S0@1bQ@1t@1t͘f@1fX*Ԝ?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`?ffffffF?ffffff@Y?zSHD\@$rcMAO\@8ĥF?ANV@@6ɛS@31rQ@5T]v@2=1ʶ@0aP@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT? QrF? Qr@@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT@;:hF@ye g@Y?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?zSHF?PL2@@DC'n)@o% |AW0'/@!F?$D@Y@@0Q@1U4@1_49@1i0U@1 ?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`@DA:L@ÂgAYs@ ʛ>ӃF?P]q@Y@@1?*ܣ@1ˇRP@1c.#l@1ʟv@1h?{[>F?{[>@@ D@\}Z (A`?O@ `TF?D@Y@@2"euj@2=!@2W'+@2(G@1?j?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^@ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI?zSHF?zSH@@<JwF@<Jw@Y?ffffffDL= j@s WA[+L@ F?`kz]@Y@@1Va'Z@1r@2Ȇ@10'@1e *?0̼,D\@$rcMAO\@CeF? H|@@6Jj e@3u@@5YKJ +@2K@0Je4@ffffffDR[@gb/A]gڶ@ nF?ﲫ@Y@@1 e@1UH@1sf@1t燽Z@1\M괡@Dmy +@/j1AU(*@!DC|LF?u@Y@@0#@1f?@1Wܹ@1n\@1\ ?E%C@KAl<@̅f-F?@@#ȸeq@"K@#k'xd@"#BM@!#?333333EǾu@;!͢A~A#@ү F?@@Է@~DZ %+@"Z@eGv>9@5.@D^-@ƥ5B*AU1r@!J>8WpF?/0@Y@@1kd@2 A[$0@2*\L@1?j@1 7?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: @D @ɷ_fA`֩@ "_F?΅3t@Y@@/={X@0x +iV +@0y@0mG'@0vI??zSHF?zSH@@D^zU@ü AYYD.@ lKF?wd@Y@@1;s;@18@1tG"@1;$@1yU,*@Dض @3]fC6AU`@!+A//F?bw@Y@@0#k@1kQ}@1?!%@1eAw@1||.?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4@ffffffDQ-#+@ðOAYm،Z)@ ;VF?v @Y@@1[F?o~=@Y@@14@2`{@2qBL @2O:Ծ@2LZjx?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@ LYt[F@ L\4 @?앿ExF@ޤev@@ DÐxVu@6g0A_](@ >;7F?٩@Y@@1_@2.D#@2|4X@10#+@1V#@<JwF@<Jw@Y?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?ffffffF?ffffff@Y@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT?zSHD\@$rcMAO\@C:F?>c@@6љ3@3t_@5]߮@2˭@0Ϥ5n? QrF? Qr@@E*dW@ܭͼAE_@pCq+T?py+@@"'!:@$[m@$Գ@$ϨG@%QEY>@ '76F@W +@Y@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o?ffffffF?ffffff@Y@D^Sbu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI@ DI3c@Fc\AY8#Y@ 8ڊF?P]@Y@@11@2 +s@2AT.@1薕Z@1ʖ,=ٓ@Db !@OtzAWa]#@! 4õF?ڐ +@Y@@1]@2 :vgh@24cCtO2@1ꟹ@1ʷ +@Ea>਀@.$)A~R0b@OF?֙Zx@@#[8@%kqs@%!\@%w|9@&@up?ffffffF?ffffff@Y?D}@u$?A`!CK&@ (΀tF?䵝yh@Y@@0-@0qi@0xTR@0фeq@0l˴?ffffffF?ffffff@Y@D[k@ڵAY{(@ *cyF?)r@Y@@0лl@15K@1cB@1k%b#@1d\Ae?F?@@FF$)ڙ@GB)ڽ7^&?NXF?n@?צBۘC=?!ۺ]mjM3M.@ Dus3&@'&o=A^j\|@ J +p;F? <`@Y@@1+"@2*@:(@22(^@1@1UW$@Dt>S@țip4AV/=dIT@!#sF?L_@Y@@0+H "@1u>n@1|@1hǷ@1mY+ <@D@Š@Ǫf|AN|J@":_F?76f@Y@@1QmM2@2hx@2ttn@2Y@2Yߏ9D@DIɷ?u@ m1BAA]ql@ mTJۘF?u!.@Y@@1 +a@1x w@1v^i@1t@1\4 3@ DU@AYT1F @ 1~4F?gS@Y@@06@1|}@1~C@1hlw@1`@DO,k@8g| tSAX[;K@ B:F?@Y@@0{DB@1E|-@1Np.@18N@1;)@ LYt[F@1;.^@Y?k"ɁF?k"Ɂ@@ DI3c@Fc\AY8#Y@ 8ڊF?P]@Y@@11@2 +s@2AT.@1薕Z@1ʖ,=ٓ@D$!@ދ=SATӱI@!J!<<"F?R~R@Y@@0|L_@1_ a@1Z5@1v@11 XC?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*?ffffffF?8J@?zSHD\@$rcMAO\@!m6F?4{G@@6g(@3Gu~ @5S2z@2ga }@01/HVh?ffffffF?ffffff@Y?0̼,F?> "@?0̼,F?ON@?Eu1z@> #XA +\@*͋F?@@@>Pa@ݦ-K@Ȯ`@6?ffffffDF|kK@VֻA]߫wǹ@ beAF?a=1@Y@@0hao@1x@10$J@1nǼ@1c@D֦@18F%AU{p +@!0<@1];@15?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`@Dex)#@ǦԶAUXce4&@!;Z3X+F??gߏ@Y@@0v=@1l1@1+@1!ֿ@1BPJ @EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a@ DF<@TUAWYO@! +>TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e@ DCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a@Dׅ0:O@> AU_C@!0@uF?͞%@Y@@0}nX.@1Q%@1K@1:0@10E@ DR'x@k=%A_* @ 7DF?LfQm@Y@@2fEv@20H@2f@1sy@1Rt@DE)7@2TҶ2A]t,آ`@ l*F?r +6P@Y@@11G@2RN\@2l @1p:@1/q?DWx-@ĚfAZ @ a@UF?[l7`]@Y@@0S0@1bQ@1t@1t͘f@1fX*Ԝ?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^@Dُz@Ư(n{AWF"5@!eFhF? @Y@@0ك4jC@1yw@1ʜ@1bd@1}X?앿ExF@kn@Y@ D_<Dhk@$!?0̼,F?0̼,@@D&>ؖ@`[AGJ g@"c;zdF?jF@Y@@1 +C@2=X@2!@2*=[@2h@Dֳ'@~>@AY}@ ԦUF?@Y@@0rn@1lʦz@1J@1{Tّ@1qΘf?0̼,F?7?@@ DF<@TUAWYO@! +>TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e@FB,&x@ȃ<2BaW?WCF?Vu@?ԛ!E +?Y2衤?uj?)Ke?P%j@D՜@ĸAY:-@ e F?h ԕ+@Y@@1S@1f@1s]@1qG@1xI(@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?DWx-@ĚfAZ @ a@UF?[l7`]@Y@@0S0@1bQ@1t@1t͘f@1fX*Ԝ@D^-@ƥ5B*AU1r@!J>8WpF?/0@Y@@1kd@2 A[$0@2*\L@1?j@1 7?zSHF?zSH@@Df[i@7dA^̳[jψ@ K7&F?>'!@Y@@1\f@2)@2~nEc@1G1K@19?zSHF?C `@?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*@Dќ;GI@}_fAXΆ@ =MF?Ov_خ@Y@@17N+J@1ʬ  @1^`@1 ::@1S1}?k"ɁF?k"Ɂ@@Dȯo5G@k;}AO ;@!YF?ȟ@@Y@@1Ș Y@2_6@2p=;@2N@~N@2KdSO1@ DD@'kw$ATyWB@!ZHF?|&V@@Y@@1g-@2 6@2)@1r}@1Zb@D*K )@AYw@ È5:F?iQX(@Y@@0g.@1]1@16%@1z"S@1nW ?ffffffF@ +@Y?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`@ D h%.E@MP7A`s,n@ F?ŗN@Y@@2$XP{@2>/j@2@2 8z@1bJt@<JwF@ >`@Y?{[>F?{[>@@E/*uG@ A0-{@:c-F?`@@"#s@$mj' @#wO@$@% Wc?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@7`o.@3c7&@5aɹ@2@0ER?앿ExF@6qa@@Dt\Y@‰˶A['#@ ּF?np&@Y@@1U?L9@19@21[@1b!Mj@1? +#?ffffffF@xB0@Y@Y2F@.Q@Y?ffffffD4')@#1AXO|~a@ }F?w{@Y@@14@1{(q@1낒@1YSA@1%|?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^@D_ T[ +@3 :AY|dtm@ `@F?c^t)@Y@@0똑P6@1q3#{@1gr@1zQ8խ@1o8Q~@DHJ +]@Q7pAUC@!1z2%F?޽X@Y@@0H`@1i/@1Dz@11)4@1cI@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT?D 5@oA`az)@ јx F?>P3@Y@@/S_@0Sj!@0>FDۢ@0l@0r?{[>F? @? QrF?b_T-@?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?ffffffF@ ]pM@Y@Dʸ<@Zy.jZAHU+@"eyͤF?T@Y@@1~aa@2t/4@2 4-)@2s\G@2`? QrD\@$rcMAO\@w4r$F?"}}@@6gP`*:@3N@5['@2dc*9@0[@DLV3B@ 3#A]n 5@ mlNfF?y (@Y@@1o@1k%"k@1@1tO7@1\=?ffffffD͔Yl@,/AT +bk@!PzF?Ms@Y@@1ib"@2 Qj@2)B@1ew@1W?0̼,F@t AW@?D 5@oA`az)@ јx F?>P3@Y@@/S_@0Sj!@0>FDۢ@0l@0r?0̼,F?<.@@Y2F@鳍@Y@ DD@'kw$ATyWB@!ZHF?|&V@@Y@@1g-@2 6@2)@1r}@1Zb@DAZq@:ŗA]{XW"@ l#SDF?l7`]y@Y@@1$QS@13ct@1j@1tub@1\p?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: @EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?=]UF?s@@ LYt[F@p!@Y@ DCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL@;:hF@Zy@Y@D]a9@?pA[7j[M@ `,F?TɅo@Y@@1q@2"2i%0@2Ss{@16lQ@1 ?F?@?DWx-@ĚfAZ @ a@UF?[l7`]@Y@@0S0@1bQ@1t@1t͘f@1fX*Ԝ?EtVuSa@O ZAпef@1bF?@@RCw@"N @>],@-,3y@3 @Dªӡ@A`4?@ %@^F?tj~@Y@@2@27L@2*Wt@1:LS@1-oה@DN/@ 8dNA]kW@@ muF?{z@@Y@@1dK@1c9!@1S[J@1tXm@1\Co2_@Db !@OtzAWa]#@! 4õF?ڐ +@Y@@1]@2 :vgh@24cCtO2@1ꟹ@1ʷ +@D$R&j@;] AXO IO@ o\^F?뚪:э&@Y@@0w֖P@1JUB @1Txi@1tg?=]UF?=]U@?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4?ffffffE淿9K@g\IQpAT(@Ѭ UF?f[ @@_u@'@m@c@Х3`@D%k@YJcAWP⋽@! +axHF?VϪ@Y@@1K$'@2 2ێ@241H@1ƒ}@1rRb@ D.='u@&BAy/A])@ jT̃aF?YJE@Y@@1,@2 uW@2m٨@14,@1M¨@ D\x@T@zVAWYed@! +F?s@Y@@1`}ɘ@2 6DL@243[jz@1~@1AF\?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?񙙙E @5dAƉ7@EF?񙙙@@!@!4E@"1E@!*]SA@ F*?ffffffF? @?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@Dݖkg@Nc$:AZUJ@ A͗F?KHӮ@Y@@1CB@1$1@1X<9@1s@1 @ DJRC#@GO4AY79@ VכF?ﲪ@Y@@1M}@2 j1@2@.@1薭m@1ʚ B?DWx-@ĚfAZ @ a@UF?[l7`]@Y@@0S0@1bQ@1t@1t͘f@1fX*Ԝ@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?ETg@[A=] l@# C[F?@@}s1@SKR#@FȤ@A-]@#Q?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o@DA@2bۆA_hB@ =*c1F?v@Y@@0ws@fY@1I׭@19ATc@1*؝Z@0I@;:hF@ a@Y@D} x?@TX#AXPd@ 眕I(F?Q_@Y@@0fqv@1S@1@1f1@1d?ffffffEKp@g2GAzR@DbF?f[ @@Kj@6@;@ @uRí@DA@2bۆA_hB@ =*c1F?v@Y@@0ws@fY@1I׭@19ATc@1*؝Z@0I?0̼,F?0̼,@@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_@ DF<@TUAWYO@! +>TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@@Dy~@ťGaϯ@AXLHl.@ -=F?9m @Y@@0:W@1g@1qG?M@1Q@1~XFq?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o?ffffffF?ffffff@Y?$ȟ@F?$ȟ@@?F?@?ffffffDCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL@ DI3c@Fc\AY8#Y@ 8ڊF?P]@Y@@11@2 +s@2AT.@1薕Z@1ʖ,=ٓ?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^@<JwF@@@Y@ffffffD̝j$@D8fAU@!4Kmy;F?ȊG@Y@@1qѠ%@2 z@2,j<@1=ꅀ@1\I@DQ@A]ho^\L@ m}F?Ms@Y@@1j@1Wq@1DY@1td[w@1\LKT?=]UF?=]U@@D2/@Ŏ3;rAXsdUdh@ yκF?rG@Y@@0V)Ɋ@1&o@1}@1H 2F@1}f??zSHF?߻@@F;/t@8I/5B)^H?vzBUF? Zq@? + ?f?)xtv?*wtf9NJ?0̼,F?0̼,@?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI?zSHF?zSH@?k"ɁF?q@?D\@$rcMAO\@'F?@@69*~@3B(?@5]mMN@2a@0ϧ1ڐ@D@8T>@IJ(F AU(:~@!FgIF?U=@Y@@1luf(@2 +r^c@2*M@1h~.@1PJ,?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[@ LYt[F@J[@Y@Dз4Ej@.8yuAZT3t-@ s'F?갞8@Y@@1Fz @1̗kq@1~r@1i@1,?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@E1κ)@4bw A`K;S@ fF?0@Y@@+@.2O:@-ˈ<}@.Q/\@.oG?333333EZl@<) UA^+@Rc3WF?333333@@9ƈj@tw?&@X@l@\RI@ETۢ!@J!Afb|@kE߈)nO@%c?zSHF?t"狕@@DnjCesy@X)8ghA[XI@ beF?ߏG0@Y@@1} +@2FHe\@2Q($υ@1G""@1SA5B@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?{[>F?D3ҕd@@DsKy @*75AUd2{3@!//F?\>@Y@@1sE'l@2 @2-@1H<@1݈"o?{[>F?Ԏ(tP@@Dږɰْ+@ǹXAUؚw̖@!0ϰF?sPH@Y@@0?x@1~ٸR@1\aE@1_GZ)"@1g8?ɊfY-F?ɊfY-@@ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c@Dut`I@3A`>@ +F!F?b@Y@@.tm@0EDC#a@0= ]N8*@0?.:n@0O[@D%k@YJcAWP⋽@! +axHF?VϪ@Y@@1K$'@2 2ێ@241H@1ƒ}@1rRb?0̼,F?0̼,@?ffffffD4')@#1AXO|~a@ }F?w{@Y@@14@1{(q@1낒@1YSA@1%|@D̘yu@Aqձ}*AUհm@!37| +F??@Y@@1rd@2 qݘ@2,ij@1(v@1ޡsu@DA@2bۆA_hB@ =*c1F?v@Y@@0ws@fY@1I׭@19ATc@1*؝Z@0I@DSNh@4 oAW3T6@ Z:r'F?ͳ|@Y@@0e7N@1QbkV6@1: @1q @1n@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6?{[>F?{[>@?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@Dќ;GI@}_fAXΆ@ =MF?Ov_خ@Y@@17N+J@1ʬ  @1^`@1 ::@1S1}?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?F?۹Ϛ@?$ȟ@D\@$rcMAO\@:3 F?R @@7W, +@3E:@5g<$@2yIv+u@0w?0̼,F?0Q?@?DWx-@ĚfAZ @ a@UF?[l7`]@Y@@0S0@1bQ@1t@1t͘f@1fX*Ԝ@Dۀza@ǀ +Y8IAV~`1]@!Lʬ=F?Zx@Y@@0PO|@1)0@18=@1}Us@1}iՊ?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?ffffffF@V%@?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@EGT}@UA`8S@ 3+S F?8\g*@@+O m@S@-yfE@-Q1(@. @."c?k"ɁF?k"Ɂ@?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?EsR`Ж@0%VA!F@h5F?@@$Q-K+(@#YNjC@$|@#37ڤy@"q-@D$V|!h@Y@AWNB@!p܄ F?@Y@@06s|@1y(J@1: @1q:@1@ +ET@D +,@Fx*DAGsMZI@"[8F?Zq@Y@@1n.8@2H@2@27qv,@2 TJXR?zSHF?zSH@@ffffffD@>bu|/A_Uz%L@ ?CiF?R~@Y@@0v:@1oT@18@1#@0FHI@DA6@NAV&wi@!lQeF?[W>6@Y@@1y ۘ@2 -)@20Iܢ@1A.@14s?E@qfAѓ@Oe@m F?@@4J@ +@я=@D=@]>@;/4?ɊfY-F?ɊfY-@?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@DCK”i@"XAU[DX@!:ɥ F?;5Xy@Y@@0م_<@1":&@1A^]@1@WT@1Dz +Q@E} @'wA @4F?w{@@#=dR@%y2 *S@%c@%@ܵ@&!,&z?F?@?El@@FA4 @> F?@@Ph@8ibnB@փhN@ȴs@a?/?zSHD\@$rcMAO\@/EWF?FC@@6v8@3W@5R{S@2o@0:?W?k"ɁD\@$rcMAO\@Z.]ϥF?k"Ɂ@@6l@3A@5Z̜{@2Rii@0,Ba?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: @ DI3c@Fc\AY8#Y@ 8ڊF?P]@Y@@11@2 +s@2AT.@1薕Z@1ʖ,=ٓ@E*@אe(ACVx<@8,F?׳RC@@"LPAW@$lqL{@#/5DN@$n2=@% C`@ DCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL?ffffffD4')@#1AXO|~a@ }F?w{@Y@@14@1{(q@1낒@1YSA@1%|@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6?333333EP@B:AL_A@Uk% F?333333@@D@xuo@|V@qR^@a?$ȟ@F?w_@?k"ɁF?k"Ɂ@@D򱿚@c(xAa q @NF?|Zqx@Y@@0XZP@0r n@1Zt@0N=z@0ȕCB@ D9?@N८\AT@v@!`>F?`V. +@Y@@1fjر@2 oL{v@2(?a@1*@1/?EzLwg@4TgJAս/@oHI"F?ffffff@@RRym@ȆiO@' @}4@rp?EQwM@xلQA՟Q@pߍF?@@@غ2@@Ä @Z@jWqe?EzLwg@4TgJAս/@oHI"F?ffffff@@RRym@ȆiO@' @}4@rp?DxG' +@ .AX6@ U F?-b8-xF?@Y@@0vײ~@1&@18jc@1$򝴋@08@D݄ZD7x@8AV*r0@!#߲F?R4@Y@@0?@1Aވ@1Y@1vLA@1x)?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@@ DCŇ@kKmAW1̿@!9(F? >lLY@Y@@1:N@2 ''@23X@1@11UL?333333E[/(3@-IkAԁ|o@LNcF?333333@@A5C@noNo@8Z @e@S^?DxG' +@ .AX6@ U F?-b8@<{IvA_XM +E@ >,AWF?啿Ew@Y@@0vPE@1"a@18=@1$Kw*@0=jձ? QrF@]賳 S@?F?@? QrF? Qr@@Dݖkg@Nc$:AZUJ@ A͗F?KHӮ@Y@@1CB@1$1@1X<9@1s@1 ?333333DL= j@s WA[+L@ F?`kz]@Y@@1Va'Z@1r@2Ȇ@10'@1e *@Dȯo5G@k;}AO ;@!YF?ȟ@@Y@@1Ș Y@2_6@2p=;@2N@~N@2KdSO1@ D_<Dhk@$[?=F?{@?~''}2D?G=ο#$=g?F?@@;:hF@´غ@@Y?񙙙EXY@ۜfxAƒ^Y!}@,&EF?񙙙@@!Pþ^@!Fg@".Tm@!'{6@ >o@Dc]@|r3'AUx t@!C5SF?]r@Y@@0ȼV}(@1]6!@1@x@1? +@1p?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@?ELD:@‹wA0nce@>F?@@h*@F(@_C&v@A>@: ?=]UF?(@@D$=-W@ɥhATx'<@!T[ZF? 1ί%@Y@@0ݯ@1WY@12:P@1|M"@1n7{? QrF? Qr@@$F@)3H+@Y@ElZ(@/v +A4 @F?J82vt@@!}0@#P,@#CD)^@#Tg@$8LCw?ffffffF?ffffff@Y?0̼,F?>3C@?=]UF?=]U@@ DF<@TUAWYO@! +>TUF?>P3@Y@@1X@2 6q@245 T@1갊&4@1?e@D'f@ŠsbA[WCӍ@ I{F?qiB@Y@@1UC@1bcj@2r@1G-@1&_?=]UF?܅iLtM@?k"ɁD\@$rcMAO\@Z.]ϥF?k"Ɂ@@6l@3A@5Z̜{@2Rii@0,Ba@F* /Ձ@`.N;gA$kKL@ +SF?{5*@@̘=)@Jľ@h-@i%@ !n@ LYt[F@j@Y?zSHF?'@@ LYt[F@p,@Y?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6?333333D}@u$?A`!CK&@ (΀tF?䵝yh@Y@@0-@0qi@0xTR@0фeq@0l˴@Dhm@kuvAYC&/@ yxlBF?$/@Y@@1AslI@1ȝ6@1G@18j[@1Ѵ6@ DҴ3#@ɴ1 +AWhߐ@! мgF?]N @Y@@0+@1\PC @1bd 'b@1O䆽%@1U1K L@ D 1@>A`{rޅ$M@ EF?'/W@Y@@1Z쥻@1D@2>ʼnt@1LtG@1A$b@ '76F@!4Tc@Y?E@n3@#HrAѤB@)YF?@@ ˱@\"X$@Y87@_7=@@ D_<Dhk@$@Y@@1)@2p)}@2D=F@2}2J@2/:?Es96΁+@PAw +~@Cݘ^pF?@@$Tqg@#;}}@$ +E@#6O|0?@"tn@FHoh@|J +B-O?#_)qF? ~@?zH?P?QE[R,WOU ? QrF? Qr@?F?@@D^-@ƥ5B*AU1r@!J>8WpF?/0@Y@@1kd@2 A[$0@2*\L@1?j@1 7@D$@[IGLAGS.83@"9F?x@Y@@1ޡI@25@2Z5@2茹@2oH@)-F@08ѷX@Y?zSHF?zSH@@1;.F@%$1@Y@DQ]@QA]iR@ mk%PF?~6;@Y@@1'-t@1Y@1K]U@1t &@1\Jֻ(@ffffffD̝j$@D8fAU@!4Kmy;F?ȊG@Y@@1qѠ%@2 z@2,j<@1=ꅀ@1\I@ffffffDʽľ}@qmIAWM@ ŵMF?y2@Y@@1gb@2 y@26xP@1@1cH@l@ D_<Dhk@$zF?tqp@Y@@1M:@1|}~@1$Oњ@1tHk@1\1(@DJVqC@ȿ AAUK5@!~L?fffffgNdCES@.sAcE@/V0F?$-fj@F@jN@^,ZN|@a+@&n@ {g@ ?֯~DiD-l@/AXV9:@ s F?8@Y@F@1@2 f@28De@1rX@1#W;d@zG|?s"`E^Xx/c@ʇ\A%@%1}@ 333333?Ѭ `EJY&f@^AYT#@a3vF@t@F@ R+@=$J@ssɮdc@;w΃@2p??&xE'弑ߦ@g3DAg@؅_oF?@F@߾%@l+ƕ@Ҽ"[@c>r@O-?Gz?eܕLFXT@8rڹDXe@^@>ATU%@!OwF? ԕ*@Y@F@0>@1o&P@1nH:@1g:@1r)BC?QR"Ҝ3ElJf@Q AȔdO@ ZF?QR@F@0@ q*@$Kg@ h<@a +KR@TF0DI7Y9@-m\AXc@ F?-w1@Y@F@0s}@1W]p@1u@1$m!*@1z쑸.?zG?A٬{KpE?\z@4)Adž4KN@mF?$/@F@Ak !@$CH@if@o@ #a@jx@ ?SQ&pDX+@'AXi0@ y}F?OQCr@Y@F@0#c@1dC~@1hU @1qQ +@1jO"a@QR y EVw@0(d%@'o@%toqf@$dm@Q?syE5@˯Ih1AϢt?ha@?\F@Q@F@< @9 K@Wwr @h@xy@٢" @?E~TG$@VAq*:#@>J2F@@F@18}t@s\sW@1 g@l@?GzHa*FXT?=p +>??EǾZ"@ºvABvi@[ xUCF@@F@ 5@h~y@ $c@ @͠Ǘ?GzH@EG.@j="Ad@7SF?f^@F@"F0[@"5ϑ@# jxy@!hcj@! L@ ?J?fDQ*o6.@K.dtAY0@ w#F?Pܜ@Y@F@1{ n@2 7@2@ZX@1݇^@1ʹ#}C? +=p ?zZL FXT? EѭN@Qm3AQ8@לxF?' 3v@F@ve@5ҟK[@g~@+ְw@@9@ߺWD B@ŠbuLA[ @ DRIF?q@Y@F@1UI@1˪]@2 ^@1ı@13uC?333334!,EwP0@ AAU@ 0J84F?WiJ@F@!"@ g3X@!M0 T@ 0@ ' 3?333333?K@wERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և?zG|@9mFXT@ះ@D`@( ;=AX&"@ ͮF?o.@Y@F@0y6@1 +/@1wNp@1pQE@1j}?ͿoEÖI̫@3id XA@퀁&F?ٶ@F@;@ UC@!C@cml@[]??DXhE'弑ߦ@g3DAg@؅_oF?@F@߾%@l+ƕ@Ҽ"[@c>r@O-@?ہ|nPDΜ@ +DBA\{(@ πhF?p +=q@Y@F@1b@1\5!@2 +'#*@1O{#@1kEx@?|"dDΓ2/B@p@&l1l?Ϳ- ՅE{@¢IAhAsH&oU@eNҦ¦F?a& %9u@F@׊n*@Cd@ҌY@6 v@;Ez?zG|Ĕ+LFXT@ ?'pa1DP@^M)~AYx m@ G쥏F?]$D@Y@F@1BW|@2 \;@2D狞?@1V@1Ȩ4N^ ?ffffffXEq@w\ A7fm@T|F? Ev@F@ћV@?[A@l!TP@[G@\R?vE/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L@333333?sEѺeg@YJeA̸s0.Z@%65F@Cco;!@F@kB&3@ji@y4O@ȉ@V"*)?zG|?$>E@ &@.sA7HU7@F?zG{@F@/^#?@*@-$X0@(&@&;B?Ϳ͕EE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V@zG|?&<2VHE^Xx/c@;ANӨ9@Ro|F@zG{@F@IGY@k@ +P@@c&+@ ?)LDh@AX2z@ HlF?B@Y@F@1)H@2 # @28*o@1r:@1(@?"XEq2!@̇P%A|'@1~F@QT?v@F@MկU@TF<:]-@@b@/`@(E?Q? Ev@@:ɟ1AQM@`F?Q@F@!mS@!&0@".@!/BB@ ~o`p@fffffg?lȵE,Y&@iA.]@y%[AF@ffffff@F@!~[[@K@ P @ռ j@18z@ aOv/Dm9@ZtA`ҕ@ 册lF?5inX/@Y@F@25$V@2Fyd_@2S_Ɠ@2 c9g@1\?6NrdEW@¢IAhA(f@F?=۔@F@HܤQ@#i@FZ@o] @5?陙`@Eb*8@aDOA@O19F?'uZ0G@F@&¡!@%kJES@&'ܛ@$s@# z??s0Ef&@oH!AFG@eZF?@F@ֶ%@^,@,@5l@tb?GzH{hhE/WY +E@Dv{ܣAJrJ@6۷F?GzH@F@"W@"N}@"Af@!O| @! 20;?333333$GERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և?GzHqs6FXT?(\)?"E?lI@f[ٵ*Atiz.@ZF?(\)@F@0@@*/x@-Ce@)>@&l1l?ffffffXlEͷS!@nv1"sA +ޡ@C7ƯʑF?ffffff@F@^c2@yD@U @~s@T^\?333333?w1E̸4@ Aڟ\6X@ 'F?333333@F@!(j4<@ ,7@!Ss@ f @ -8S?.*^{@Eh,u@ GYAǽKM@;TNPF?1@F@&@@9]@m @׉? +=p ?d FXT@333334?5 E~[V@w:J!Am@ݒ+lF@RC@F@@, B@kA%@æw@~?񙙙ӢFٮECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0~L?(\*?kWEtĤ@$HA 0,@"ЫF?(\)@F@2gKl@/l\@$@1y5@.C9%UO@, |?Q?j%E2:>+@~@IYAɶKc +@+GJF?H;@F@z +@Q!k@Y O@ +@JQKm@ F^F?K]c@Y@F@1Ez@1j d@1N/@1r}=@1SH:?񙙙W-E%vnql@7ގ[tAſ _Q@IJEF?Q֌i@F@"#(Oy@!W @"zR<@!h-vO@ =mgQ|?UHE1H6@]ī, .A?3@X&dF?:@F@/&;@+B*-;@-%#U@)y[٪@(0ƒA??薰Av`EE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V?]ފE#5@7iAa5@._F?@F@u0o@i]@p~hdG@oY}@?@?Ӻ| EZZ7]@m3AFO=@@_F@3f@F@@T/@[m@b @{{iN?̿)<1hEq +]@Vִ|AcIS@qF?1a@F@$ÝUJ@$R@%&k@#sII@"+?0̀E#5@7iAa5@._F?@F@u0o@i]@p~hdG@oY}@?? +=p5E4@+O1AĤ<@wF? +=p@F@"ߔ@"ej@#(/yr9S@!{&@!V:k@ hF!(@b#A \R@F@(K@F@ +{@c@ a@0zbt@蟉~h|?ͿϚ1'FXT?zG|kא9FXT?GzH?d?`E-ĸY@X.j AxE&@* cUF?GzH@F@2nV*@.@0<@,kU@(Bd6@ 333333?1೒ 4E$p@GAް1.Ci@HE7 QF@*#@F@~t @o[v@dXq6@$Cp.@c@?^#m DT"+0@V A]e.Ã6@ nF{F?炔VW@Y@F@1hhk-@1LHK@1M@1t뼌@1\Ta}d@-~Dk]4@ElγA_AH@ 0ȩF?X@Y@F@2 <@234e@2z@1_5PB@1@7w'E$Xl]g@XɡǾAeֺvn@(EF@ +k;25@F@*1W@m +;@8V@@ď",b?(\)?lEuձ@l)_g@P@1{pB@1|g?zG|?٪[ E9O֑@Ց Axll@ٚTF?D(M@F@ c @ |6@ TH(@ C @F@?QRC 4EX@9AK@E^F?QR@F@2=@0P(O2@1΋@.1H@,x,Q?Gz3PFXT?=p +=?ZE7@0A]A96#+@ nLF?=p +=@F@!mC@!bF@!n  @! a˴1@ >?p +=p?ȹm8 Eّo@y!ADY=@molF@ftF@F@j|@t~e@P@Z;o@5 (??E/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L?񙙙`.<EQw@6l lY%A1K.@^f}YF? +=p@F@*ZK@'z )@)j@&Lᾳ@$'?QR?fؙ)FXT?zG?ыHE?\z@3ޛA{}A>@4F?zG@F@{1@%j(P@8rb@a@:G? HnTE1 +$U:@` +sAM@X3*F?X~J@F@/"J_@+?Lb@-a@)9$-@(/4I?Q?ՇB)E5'&@þ:A;@v*ߩ@wKm0l@ uf@ώ3 ?\(ÿ20GD\+E@+A <,@eJa6zF?\(@F@3iz@0RD@2:8Brj@/);@--} +c@?ͽAD &@ƽL%AVR,@!9F?!-w2@Y@F@0c@1!]@1~;@1)I @1w[z@Ϳp1\EskZe@CA&a@ dfF@ !A@F@딸@RG<@t$7@BCL@ רgF@:o`D–@Sl`A`hw@ @{F?̷D@Y@F@2#sr;@2>tK6:@2@2AA@1V+~@ _DB[|@ R+AWa<@ F?Wx-8G@Y@F@0̴@1XN@1a Ӊj@1J/%i@1L(_? +=p20GEUmRԨ@[> lY%A1K.@^f}YF? +=p@F@*ZK@'z )@)j@&Lᾳ@$'@ps Ec1@ߣA@@F@˰yF@F@HsD@b8@h7J @w?@#?GzHaD^Ia@X.V#AtO@ntF?GzH@F@8OK2@3@60_l@27/@-r:|ޜ@?ּDޒ9@-*SAV6 Q@! WF?m8Y@Y@F@0F@@1u5$@1nK@1g|'@r@1hG1H?Ϳ7 E_._@I` A.O@nsF?@F@6&$S9@1u@3ѹà~@0i E@++" +d3q@333333v`AF,֐9@̈'!A萷)@}F@9%Ԧ@F@2N@ S:#o +@ ;sY@ l&@ ,;?zGyNFXT@?: ޥE柦URk@$SA3?K@d8e,F@@F@W@e'@z .i@A|@^ 旉0??h:&FE/Y@I̷Aߛ @s n!F?@F@ h@ LT@!?=TU@ \>6b@ +2hjK?zG|?%?`FXT?ffffffktE& @خjAeD@`nNF?>'!W@F@$_ @&hg@&<K@&}}@'9lѝ@ anpD^FrFV@dרjAVaՆ[}@!IF?zG@Y@F@0 .@1s˄@1œCvp@1n@1ހ"?陙lERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և?u_:V`ET된@(ANjH@=FF?F$[)@F@pd3@(h @GG{@$5@UOB'@ ?IڝD_\ @RH+AY!`@ ڍgvF?`H@Y@F@1}9o@2 ҌV@2@Lѱ@1I)w@1? +=p ?nFXT@ 333333Ф99 EJY&f@tHm!AE;5@:e &F@ ENJm@F@ ſ·@"SP@d#@]nC@n;H?GzG?3)EQ +[@XmbkAǾ@eF?GzH@F@ %@^.r@ @_%Q@"@:@T@?@KDńrQU@a*^bATShM@!T8-uF?_{@Y@F@1h#@2JW i@2tz7@2, +@2@ ?Q )DMA89CR@ZA`kn@ Q ʛF?,{ Z\@Y@F@2/>U@2;h*@2@2d&@1`^@zG?v5E7%h%@hߢfAq@syBF@zG@F@qW=Y@os@z @4@! X@? yE~z@W̞Ax7,@>ݽ|F@ en@F@1ݥ89@rZm@0dv @ZUB@YeЀ@ ^*DT@ǁE AWxA|@ 6 #F?Y2 @Y@F@0}|T@1jdYCnEtĤ@$HA 0,@"ЫF?(\)@F@2gKl@/l\@$@1y5@.C9%UO@, |? +=p W}A8FXT?=p +=~L?ޒa8*E}F#@ZC FA1@Cm+i.F?i@F@#=xs@"X8@$!,@"E0%@!ee@?NuDpW6@'-n`AUwU@!/9(׫F?X' @Y@F@1sh_Ϫ@2 *@2-vbH.@1A8x@1k.I@XDQ=9@%rA]iNwY@ mBF?~g,@Y@F@1V@1[@1?@1t@1\JZ??:,Bd?E'弑ߦ@g3DAg@؅_oF?@F@߾%@l+ƕ@Ҽ"[@c>r@O-?ٙ@memFXT@?#a DI8x@Œ^PA[h_+(@ 'F?u!.@Y@F@1UO@1ϷsjZ@2h@1᥹@1 +r@?-6F7c$@Q?6A< >w@(mF@p3@F@= e@-W0@ c[J@2p@)Q?%`E8O%@? PqADK "@:,F?`Z@F@ 40@”9=@ ?C8 @jsk@[:?333333?\TpEj@[5As0@(a3QF?333333@F@ 7kW@ VC@! L@ QKy@oS?}sE @@p/A%`@359MF?@F@4}@jcF@m@Yfa@>1/?333333?| +l:E̸4@EݡA؍@E}F?e,2@F@!(v6@ u@!UΤ@ 1oI@ +|@ 2 DF׉Uf@ȫwAW,!@ W/;F?_@@Y@F@0zh@1Ir@1PW,@1<^U@1A?z@333333!E͈@.JߐA|.@b1F@ul@F@|Ei@*#@)@ZD c@`Qe??^m@E_._@I` A.O@nsF?@F@6&$S9@1u@3ѹà~@0i E@++" +d3q@?ͲrE&,@<2A}O9@ÐQseOF@\ޗ@F@ +@5ϵ(@B.-@yG@1d??Ft (E/Y@I̷Aߛ @s n!F?@F@ h@ LT@!?=TU@ \>6b@ +2hjK@#>2DlVOZQ@B-AYF@ ߿itF?%1@Y@F@0 c@1fj?-@1An@1l6f@1eGf?Gz P>FXT@ 'D:@X;DA^@ Gؚ,F?bb˧3@Y@F@1|@2*-/?@2>N@1D@1Lt]e?GzHnHKE/WY +E@Dv{ܣAJrJ@6۷F?GzH@F@"W@"N}@"Af@!O| @! 20;@ +ffffff?}O@E쪕h +@Ǜ)A)@@ 2rF@ +#9@F@b>@?3@BĤ0@{߽@ h?zG|Ӷ6D*'j@^AScUt@xyF?zG{@F@3zI@0Co@2pfaV5@/6@-}Ĭ??񙙙?9?0ECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0pq@P$)@ _DSih1@38_A`e/5~@ #AiF?82vtc@Y@F@1_Cq@1tE@2@ (]gHAAT#@5W9F@!y|ß@F@=C1@ً6@W"g&$b@ʩ6@xP0@|W F:u@ț hA&4'@F@ 1ď@F@ No@ Z@,'@ +x4-@ +c$W??·(E'弑ߦ@g3DAg@؅_oF?@F@߾%@l+ƕ@Ҽ"[@c>r@O-?XͦE}!ú@@4ŝAR@n[fF?; E@F@#tqc@"\*@#]J'@"P8{_@!և??*[0EZ@.&QA$@1>C?\(?=r E )t# @P%nqANQ'@[7sSF?\(@F@0'^o@-X48?A@0@+LL~O@)͹3K?(\)?M€ETp@+@jumA]cG@Ή̓F?y@F@ |v@ Yʱ@ Ƭ^@ !8f_@Z9j@?Ye Dзē[@. vAZS4g@ mF?걅H@Y@F@1F$@1̕T@1ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V?Ϳ+H+0Eu@#Aԧf"XT@pƉ8|F?(& @F@stߊ@8g@B4.!@Ѭ@ܐ?p +=p祭:FXT?(\)؆X]PFXT@333334?L cEI@ïѫ.Ag7@wF@333333@F@#8@@~@&@76xɔ@;@ͿC E(0 @KOA1@wAPT?mq@F@"'=mY@$d$@$R^2@%0epB@%{@?9t D,6@&J~;A[j{G@ -RF?i;y@Y@F@1xp@2c@2U$̦Ç@1uZ5(@1U뒛?333333?ڃ@HERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և?\(?ݬ (Ep]/@℟A_K@ܾϲUF? -=@F@"O-@!. @"vEb@!jy!1@!n~? +=p ?KapFXT?Gz?/;7@FXT@p +=q?4 r\EފTޘ@xH{ +A£+@ic9{F@p +=q@F@oQU&0@X*+@m9M@ @NnPG3@hTHDHΗ@Œ~$A[jJA@ ]qF?u g@Y@F@1UQ@1ϷyE@2Ӑ@10H@1U??=p +=?OLuE7@0A]A96#+@ nLF?=p +=@F@!mC@!bF@!n  @! a˴1@ >?zG|?nbFXT?cY'E5Z:a@S Ah d@^xF@ *j@F@Kff@~_@r8@K@ s@ ̿8bFdHa@S3A/S@tYF@Kud0+A@F@ +ɗ @&@DuE@-8XFG@\-?Gz?ҳFWHFXT@?oqEs@) B@$F@@F@]@E9u@k@UB@ ev ?QΒ +pEp"ِ@͗EAPb/@{jF?Q@F@%xd(1@$>@%0I@#)Z@"3?ffffff@9mFXT? +=p ?L D<@ENG9`@:AԶr@D{F? +=p +@F@,py[@([&@+X1D@'>%@%1}@ )@KDa@Ȧq4AW7C]@!MF?0H@r@Y@F@0F9e-@1[Q++@1bѷ@1NTVp@1SRg&Z@4/(EbB@OƃAw_;M@є&F?sպ@F@%hRo@%B~@%$QL@$֙ @$`%?ٙ?^h3uE!D@x4!AX9]j`@ILF?ٙ@F@0ޱAK@-.Z@/ܞ +@+Wl@)Z? +=p ?XDGR@:bAN.3@tF? +=p +@F@8Y@3X@5@1A _b@,N-'=}@!jDg?N@ƩAYA@ ϜNaF?k@Y@F@0@1YV֒@1a0@1ԫ/@1wԦu? +=p ?y @DGR@:bAN.3@tF? +=p +@F@8Y@3X@5@1A _b@,N-'=}?zG|?'>jE@ &@.sA7HU7@F?zG{@F@/^#?@*@-$X0@(&@&;B@?: +D˟e0&@ãiدAVK<@!1T7F?r ě@Y@F@1{GiY@2  +;@21h +?@19g@1׊'4?3333331ϊEa@(ѨA*@F?333333@F@(1V<@%Sؾy@'@$rkC>@#%?ffffff@9mFXT?GzHZ fFXT@zG|:=ҌE1J@R'HAvՂD@l2F@ +CKK@F@_Z@'oZ@@@$X ?@tUV?Q?TE[# ԛ@BŧA¨ @}F?Q@F@)j:>)]@&f!Z@(@%iG@$F{;?ͿkmRE@*eUA֘s;u@V^=$KF@ղN@F@e^@b7P@%@r4|@}I;h?Q녿7dxE\9@?L#A{@`k@ S-F?\J@F@pY-@=p@mh@<{@)S?p +=p?rFXT?ffffffȦpEͷS!@nv1"sA +ޡ@C7ƯʑF?ffffff@F@^c2@yD@U @~s@T^\?=oE3`@ 24.ABCL@UF?@F@㡔}@@ҍ`EArf@Ҳ_ԧBf@-F@@F@'P?@EX=@Ԣ@ZLp@ @ ?ıSPDu@LKmA[y<@ @C_.F?7ɚ%@Y@F@1@2@2R=m@1 p@1xtD ?GzH*&RNE/WY +E@Dv{ܣAJrJ@6۷F?GzH@F@"W@"N}@"Af@!O| @! 20;?5r]E|4@3Ac@94F?|Zqx@F@#u["\@";Eގ@#`dFU@"Qp@!&#? +=p?+,DWj@lA#/L@A8'?F? +=p@F@4Ʊ@1o߱@3Rh#%/@0@.\]?陙hYEbOՖS@ztXA@_rjXF?q@F@&ͪv@%|z@&V31@$X{@#]=q??1/?333333R'ERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և??\x;E}Bwנ@VL)A.0Ї@ΞTF?r@F@a@4o@MEVn@- @ #@ffffffyO{Dn@<0]A_X!]<@ >8wF?ᰉ@Y@F@0v_@1!ĕq@18@1$'a@0=Uf?ə?y差EE,@YeUA9Μ@8{=kOF?ə@F@2a˨@0.eV@1bI@.'t@,m*q(?333333p_}n2Ef2A@ AƲXwt@܎9*F?k7X@F@!j@!0I'l@!C@ :fwS@ j[ ?fffffg?K"8ESJwL@QAW! @i57F?ffffff@F@)( R@'A"@(R۫@&?#d@%]n"@?6YED *bG@ + +@% D@#5!{/@"Oor@ +ffffff<̙F7@VA@F@ \mk@F@ @ɶW@Km/@@ZLGe?333333?0Ej@[5As0@(a3QF?333333@F@ 7kW@ VC@! L@ QKy@oS?\(PB +E ݮ@P%nqANQ'@[7sSF?\(@F@0'^o@-X48?A@0@+LL~O@)͹3K?3bpE/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L@?+D:\aH@Ьy]A_xc@ 2̵ F?e%1@Y@F@13F\@1z@14v@1yK|@1XoWO?޸Q@9mFXT?333333&HEDDg@=v΢AV!p4@*F?333333@F@^A{S@;;}@^J@/q@/"@]I@?yK*E;˄~@B@N8tpF@@F@@J$7׆U@ E5@y< @ +@ +=p ?׮WW@E^ř@ɘkAh3l=@YW}{F@%Vѝ@F@\-\@ ;@@,oIT[@qȔݱ?QR?{1ݙPEJPh}y@+m$AxЮ@̰F?QR@F@1D@-^ -@0(\@+ +,~+@)Ap7@̿ؗ1%FJX@As@=2VOF@!%@F@ "gl@n@(6o3@+{@;㭺?ͿÐHEE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V?Ϳ!"1 ^Eī ҙ@D{Ai7@oF@G.n@F@sx@V#z@ė I@(d@9T @ Ϳ9@FdHa@?gjA65'@y;F@nq@F@ +^)$J@ 2$8@ ֐@cf#@oN?Gz?vXEh7l{@]vGApAZ@AF?Gz@F@%) @$9@&@$,QY@#GXOF@ʧֺ@F@"be@ϵݟ@)28@8bb@0$CP@fffffg?󜮿4E,Y&@iA.]@y%[AF@ffffff@F@!~[[@K@ P @ռ j@18z@ Svpd@#%@OD @tp=j'AW;@! +{F?P]q@Y@F@0Djz/8@1>Ka@1)j@1߆m@1?ffffff?գzE>|~@&ӻ:A˴z>@ǪE;F?ffffff@F@!u@!n@"Uw@!mS@ o?=p +>v|pǻpEtw@g4CxA!m@Os F@ +#WU>@F@@Q.S@[-r@յ@"ws@ͿDȅf@*:!Aaq@ $IF?n@Y@F@/H뫸{@0x>@0|Ìx@0m@0sծی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V?333334?ޡ} @EBte@SJA| @Bs&F?333333@F@,SU@)32n@+XP@',Y@&5{?Q﬏DMDd@NA4@6"=F?Q@F@8C@3߲r@5 @1o@-2??ђ6E'弑ߦ@g3DAg@؅_oF?@F@߾%@l+ƕ@Ҽ"[@c>r@O-@?1!pEMP2@lB-H|@D-F@@F@ +kgE@=Bl@rǥ@,@ T.9@Ϳ F"[n@2A5qn@ ͽF@`4@F@3!@["K@(Z @ά{@w-7?333333} E̝A@F0APޑw0@ʼ~F?lz}@F@!)eB@ f3G@![蠤@ @ &#)|?ffffff~}EDԙ@Àh@=A!L@Lנ +F?DJ[@F@k@4"I@2@;`[@I@F}??HjE[+|@AOA@yǃF?< V@F@'Cg@@&Cbғ@'Ţj@%v @$cO?(\)?c<FXT? +=p?"ŰE4y@/3Aī8`6@ԿJs$F? +=p@F@"~2@"b)@#% +m?c@!V!@!Sۨc%?zG|T GE@ &@.sA7HU7@F?zG{@F@/^#?@*@-$X0@(&@&;B@ +M`D28x@ٺY|AV8C@!kĆP~F?w\¹@Y@F@0I@1Z Q@1`UNF@1N@1Tn#T?zG|?x€(0E]u@ȻUAǜ +3@1YF?zG{@F@ b"1@ +/㩨@ g[R@0?e@H&@ ?~TDQ*o6.@K.dtAY0@ w#F?Pܜ@Y@F@1{ n@2 7@2@ZX@1݇^@1ʹ#}C?GzH?ݐFXT@zG?6[@E7%h%@;"fAt2@q\F@P;N@F@_ڰ@℈4@^)ja@)HM@ɞ@fffffg?DE,Y&@iA.]@y%[AF@ffffff@F@!~[[@K@ P @ռ j@18z@ 1AʿpEijo@`OVA?z@< DF@ o@F@"DH[@Z@Kfz@IG@A]?zG|YG0E]u@ȻUAǜ +3@1YF?zG{@F@ b"1@ +/㩨@ g[R@0?e@H&??AmvE1H6@aVٝA*hA@Y8ڨF?@F@/#ܣ@+AÒ@-+@)b@(0~N@?i:@Eڳ @ћQA'2W>@9KF@@F@%@oyXR@} t'@[@Zn'S@ffffffؿ!:D҃@@UtA_P[Vn@ ?r"F?4X @Y@F@0vtc@1'm^@18Ѳ@1!6@0S4MIq@~'&DHJ@RZYRskAW4Y@!]kF?/D)@Y@F@0g@14I@1Q@1p)@1p'\@ + +=p?E@E( j@`U}A?\`@KSc3F@ Nv@F@6"Hg@L@%ȳ@@BŅ+@%XhD٤[{t`L@ƜkiAWO@ oF?4n@Y@F@0C@1&@1RP@1}6B@1yD@ v=%DĈG@[A^Ew3@ @ XMhF?梱pO4@Y@F@1]=l@2%Sk@2w-@1{E@1W?GzHMD%D^Ia@X.V#AtO@ntF?GzH@F@8OK2@3@60_l@27/@-r:|ޜ?AFXT??]wHE.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)@?؛0D[:R@1^A]]@ nBkF? +(w@Y@F@1 +Rj@13'@1t](@1t(@1\h@7W?Q?M֠E[# ԛ@BŧA¨ @}F?Q@F@)j:>)]@&f!Z@(@%iG@$F{;?zG{?LE/@4AF@=OY F?zG{@F@qw=@4@=FX@2@2[@?X@&l1l@D,DM*@1I*A]:(Ҷ@ c0F? x@Y@F@1q1m@2"S_@2qO-'@1=@1[N?zG| FXT@?3۴D 1,@s@6RAY|z@ tF?3 V@Y@F@1A }0@1˲$@1Wy@1EP@1n@?*iDI8x@Œ^PA[h_+(@ 'F?u!.@Y@F@1UO@1ϷsjZ@2h@1᥹@1 +r@??OA-@ +a ķA3b@$/F@ JD9@F@|>@r57z@ ȋ@z}@R,@?玠 >D@AwZAGzv#@"w7@F?KCW@Y@F@1Sk2J@2ҨIE@2@2ތ@2~I?陙a" MPEbQlʄ@|sA +?J@`>KF?u@F@&Ct@%|%@&;OD<@$ÞW@#s0VM?p +=p?o.FXT?GzH?#McFXT@@E Dj*#@WҲDAVoU@!|0F?Ԫ"@Y@F@1@1es@18N@1Hoa@1ʚ? +=p ?qaEb3@&m=Aȑ'~@,:F? +=p +@F@WV/B@z@>i@]Y@لc?Q?yl0E[# ԛ@BŧA¨ @}F?Q@F@)j:>)]@&f!Z@(@%iG@$F{;@?% + F"C9m/@lrB$0W?q3F?wkP@F@Fy@Z@ +UjހD?\}? 7\L@?J8Dӓ*@œLiA^Dfw!@ XUF?Y5;O@Y@F@1$@1n@1O`Tf@1ui@1ZU p@W2D:bS@,ɿA] h@ keaF?f{_J@Y@F@1@2 @2m3G+@16e@1&?陙`%#Eb*8@͎ADuZE@Y!eWF?飧oE29@F@&W+v{@%foޣ@&ɤQ@$n@#R~R?ffffff?"K^E3@FYAL}I+V@ָuF?ffffff@F@1[ @ =~V@h@~&@"?QI+E5'&@þ:A;@vpF?d?@F@" D)@"\e0@#uȲ*@!Ec^@!MqS? +=p ?74Ez@P]0$A£Vm@T6jF? +=p +@F@3-ͤ@0vJ@2e@/@x!v+F?Q@F@/D(@F#09@I@OFB1@dZw;?zG|?8u@1Wqa?(\*?S5D୍_J5@IDAtAӂc@"#~F?(\)@F@5@2c2F@48@1l)T].@/K@ Ϳ&4'FdHa@xA-M @trF@iU./@F@ +EKC@Դkm@ I!@6n@SG?333333?Ď6PEa@(ѨA*@F?333333@F@(1V<@%Sؾy@'@$rkC>@#%?ᙙťCtE/Il@u؂A.:@OF?ᙙ@F@2?#@-SMkW@0 $@+ULz@(4" @333333.&7F+pdw3@SIkAn85@/F@ 0@F@cj @ .A@ $攑@ +(07:I8@ +B]=@?GWE~mA@h A!@?NHF@Z)AA@F@'P@Y1X@@v8@6O?GzHT_D^Ia@X.V#AtO@ntF?GzH@F@8OK2@3@60_l@27/@-r:|ޜ?GzH? . /E/WY +E@Dv{ܣAJrJ@6۷F?GzH@F@"W@"N}@"Af@!O| @! 20;?̿.=E}@0!AFKޱ@x]F?=/{|@F@׌In@Ѯ@ +|@yR@?\(\?q~L?Q?"+@Ɩ v2AɀTd@*DF?Q@F@}s!@7V@ar@at:@-Fu?GzH?94˟FXT@ ?vE&d4@Ц ,Ad@9F@ @F@E̚P@VfX@w@sC^@0*?ffffff?3ZEو't@|4~AVV@73F?ffffff@F@ C@RW@UX@/g@p@?ۍvDŅ2" @bFAT@!TW-F?`:@Y@F@1АJ@2JX3M@2t80z@2,ϙ2@2D5@ffffff?اKpD&BTÔ@ĩSUhA`t,@ *ځF?Nx@Y@F@0Jv]S@1YD*@1>ܟ@1'@0$4d@?&DR f@B[zA]g5ҸQ@ ny-7F?瀈P@Y@F@1퐶@1S@1Dn@1tW@1\OȰt?=p +=:/ +DE7@0A]A96#+@ nLF?=p +=@F@!mC@!bF@!n  @! a˴1@ >?(\)쭹vFXT?ə?Dy;EE,@YeUA9Μ@8{=kOF?ə@F@2a˨@0.eV@1bI@.'t@,m*q(@&HEZZ7]@U^d.APd@HF@ M @F@ l$@ @3^d@w44@6?333333oUliEa@(ѨA*@F?333333@F@(1V<@%Sؾy@'@$rkC>@#%?333333xZEBw$@/AzMp!t@ wF?n~@F@0c_@+@.Z>@)>;J@&1@Ϳj,fE˦;@~@IYA [D@xZLF@u6*^@F@WK@Sm@{C@ +ȶ g@Gt?ffffffV2EJcu@ cAX^@IJF?ffffff@F@-B@)T}Pt@+Sw3@'s@%XlXC??ЀE{z{Z@>A:F`@YqF?N]@F@#lN@"}V@#ۆa/@"x*$ @!fyI?333334?J>GEoy@vj&_AvЧ@Ś5F?333333@F@1R${@.;c4@0 ˬ@-5\@*;?׮zGlTFXT@FkiR@χ桘AK,'@|EhF@IF@F@m5@ tQA@ +Cf)@ E@ [(?zG|@9mFXT?zG|?ʇI"T`FXT?\(?ȣE!TWP@ì&"A5v@WNF?߲u@F@k-=@ݬj@S܎@;x?a{@~D??Hr E‡ش@Q +CuA LW@Tb)F?k0L@F@"s@`֒@'RS=@"J|[{@-ʇ,?2JE@ك\A̷o*@$o5F@5@F@ @ d1~)@!`M@ P#y@n##@ K!Dw B4@9A_zu@ ;}O1EF?tj~@Y@F@2L;@2/<.@2&#Y!@1ΤtS@12'? +=p lӛ FXT@ 3333338`E|Ѻ@+/KSA)$@^jNF@ߒka@F@>KY@Qk@W>@ѽQ@]?ə?!ww\EE,@YeUA9Μ@8{=kOF?ə@F@2a˨@0.eV@1bI@.'t@,m*q(?ffffff?ceEͷS!@nv1"sA +ޡ@C7ƯʑF?ffffff@F@^c2@yD@U @~s@T^\@ffffffĽUD}f(@ģ, A`3K@ %F>hF?䓳@Y@F@0h=@1 E?pa@1@<ڬ@1Fu@0qf @ ?#pDh@AX2z@ HlF?B@Y@F@1)H@2 # @28*o@1r:@1(?Q?8@EQݥ2@þAշ>@x!v+F?Q@F@/D(@F#09@I@OFB1@dZw;?\(ÿ9@'{@&fJ@? 3r$DI8x@Œ^PA[h_+(@ 'F?u!.@Y@F@1UO@1ϷsjZ@2h@1᥹@1 +r?Q?h?Ev@@:ɟ1AQM@`F?Q@F@!mS@!&0@".@!/BB@ ~o`p@"І9sDٝh{C@(&\\ATJEY@!R)f=F?&@Y@F@06@1Ś`@14#@1-j@1@@?\(?оSE-@AwAf4:@Αg:MF?\(@F@1w@..@0~=@,YI̥@*m ?Ϳsо@E>D @muA1'q6R@ fTF?ڹZ@F@"8ziO@"uȈU@#aH@"qxW@!e#?񙙙?~4ECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0 @ k +F?쌨?@Y@F@1La(@1cL=@1" @1@1W,?:_E@@>E>A:[=@}WeÁF@ ++`k{@F@f+Fo@'k@K4@ @u©ͺ/?QSn EC @As{@WF?Q@F@. aS@*RJ]@,0@(ģ5@&sg_A?YjFXT?(\*T(EE~O@`0AG E@YF?(\)@F@6{1^g@1658H@4 C@0kFc@+\Rk?޸Q^,E.W@\@5|LAA@kۊ"F?޸Q@F@/k)3@+09@.'ߧ4@*E.⊦@(6T.?333334?WEA[$@U}MAft<"U@6lF?Lyf@F@!qb@!%@!Ưv@ c+@ d㒗7"?ٙԾFXT?Q?.%?E)(ֲ~2@ ̺AƬ^@tX]]F?Q@F@!_8ic@! +On@!,@ n@ SӐJ@O%qK%Eʛ@çСmoAhؖC@+%*F@a^@F@ >/@T@S($p@/)f!@ Ȗ)m?fffffg)Erg@UrA`JAB@Ƿ!FF?hʹSYC@F@1^ @-􁎨@0i @,^9C@*N[@4񂨥hFg,F@̶b3ebA98x@7HF@yk]@F@Pq@ 7k@ŭ ?@ x,1|@ +Sw@rRqsDn݄@Ůy۫FAXꫮj?@ ܗyLF?j@'@Y@F@0DH?@1@1N28@1{Mi@1rõO@4DLF?r`@qڛO :A^q@ RYYF?_ôr@Y@F@1x `@2'4@2zĸz@1E/+@1~ܹ?333333?EBv?_@A91^^@_gt F?333333@F@, #&@)D@+ S@' +\^@&.E?fffffg)gES0{@1+|As|@ n[F?v9P@F@)?HL@'N}@(t"@&1}n@% +#5К?zG?yܠ8FXT@dつ&DЌe@ƒ]*A[a@ .F?d9@Y@F@1V3CF@1H@2c@1>T-@1p]&?Q?却Dd@NA4@6"=F?Q@F@8C@3߲r@5 @1o@-2@ ME< @skAB Јѫ@ F@@F@ +hGs@?`@c@ ˑ@ G?333333@9mFXT@?}~Ds +E@iPPtA`!@ pH F?^ s@Y@F@/;a@0w G@0y ,@0nH +@0wWI?ͿЩ: +HEf]ó@r"9Ap W@o՟9F@ 2:6@F@XZ$:+@lⓀ@ .@~xɂI@ߘ ??Rz\E LVVp@*ؠdA Έ@2~;F?@F@24;9x@/\8L M@1,+>@-J+@+o|@EwD"0<4@~^A\#_@ MF?eK@Y@F@1)҃R@2ug@2aTW@1MT@17 m? +=p  ENG9`@:AԶr@D{F? +=p +@F@,py[@([&@+X1D@'>%@%1}@ ŠYkEχ2@˫܀A@SF? ~@F@!A"*_t@ c@!2r@ мh@ \Gb?=p +>@9mFXT@?§鹚`D7T@ژ6BAWbK@@ F?9C@Y@F@0̤RB@1{@1K1@1vC@1ss;? +=p@9mFXT?QR̆Z xFXT@W(\El@7#AoϿ@| F?jX@F@p&{@-<@+l@`qW?r@+^M?zG@9mFXT??BEug6c@u'0yA{R @VF?6.6C@F@Z"h@Z)q2@fN +@1U]@*O? ?QR?h?E +ɭ '@ÈؔA5DWL@>VldF?QR@F@#fE@"*@#m޴& @"(MAb6@!48@ ? dDQ*o6.@K.dtAY0@ w#F?Pܜ@Y@F@1{ n@2 7@2@ZX@1݇^@1ʹ#}C?zG|??.FXT?ffffff\E@0ȡvq?Q@9mFXT?\(ÿXGFXT?Q?4Dd@NA4@6"=F?Q@F@8C@3߲r@5 @1o@-2@]TD} @`=AVQ!@!>1gF?2^@Y@F@1@16Y@1|@1c@1{;@ ?aa:DǰvBH@k HAZt/@ s9|F?@Y@F@1={@2BLG@2Oˆ@1Ñ@1Ļ @?VF +dPE@ҏY'A}QmX@ENgF@ @F@ ^ '0@38N@x3FN@|Ƿ/@,??/q:PEo-@M AȐb@;TtW F?@F@NNJG5@4 @{@Lژi@Dx2?\(ÿY! +EGΰQ@_!Aګ +Wm@"F?\(@F@.B#@)B@,E^u@( IO{@&<I@ xdU*D_R-g'@_zB@ 333333?E$p@˨(.A۵2{@ToRF@ 333333@F@O@\@yڊT@A3!@.@333333Ht+F,֐9@!A+L@Ub,F@@F@pU@ MhO@ +K[:@ 7@ pmU?p +=p9=]IFXT?ffffff?ҽL4EͷS!@nv1"sA +ޡ@C7ƯʑF?ffffff@F@^c2@yD@U @~s@T^\? +=p?M~% E4y@/3Aī8`6@ԿJs$F? +=p@F@"~2@"b)@#% +m?c@!V!@!Sۨc%?ffffff߅4тE3@FYAL}I+V@ָuF?ffffff@F@1[ @ =~V@h@~&@"@\(?xEЯ ()@ %# An*@m}BF@\(@F@1@ _@Q +@; @cnVo@&v}Dؿ_ș@=AVcjju@!PӱF?@Y@F@0;C@1qm@1@1|s@1-F@?e\FK(@RfA;uh@0cF@6dw@F@ nG;@,3@L-A@9&=t@כ|@ JuD +s@3oPAX)6@ 'QF?ŬG@Y@F@0A @1nB2@1}zj@1]@1\VZY?333333n!Ej@[5As0@(a3QF?333333@F@ 7kW@ VC@! L@ QKy@oS@ +D?l h@" UAW *@ xWF?^޽@Y@F@0oTz@1XI@1b*v@1J @1M>Kf?Q?JFXT@333334?ߩ Es^@ɽӂA&@*@F@B@F@"D5f@ [K@?H @4AJ@Ep@?)nEKtT@u[B,w|@] &F@@F@ +j꧶9@=p@U!@_HN@ lr@{&_Dma@r +AT9@!as )F?Zjj&@Y@F@0PU@1^Кe@1(K,@1Ѣ@1Lj?Ϳj#E.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)@x9D@CbAXr@ BgҢF?ŗNe@Y@F@0м脭 @1Ծ@1yzH@1qKI@1k`?(\*24EtĤ@$HA 0,@"ЫF?(\)@F@2gKl@/l\@$@1y5@.C9%UO@, |@? +gEONf@$!Aʩv^N}@*fYF@@F@; @`@l$}W@~P@.?v@333333atEDu@hEBA"@ r.1rF@ n8@F@n@LyR@2zؿI@yP;@@`@DFkiR@A_ă>g@ `F@"DP@F@ہ:@r@Gc[@ 5@37??xxE'弑ߦ@g3DAg@؅_oF?@F@߾%@l+ƕ@Ҽ"[@c>r@O-?Q?aelQxEp"ِ@͗EAPb/@{jF?Q@F@%xd(1@$>@%0I@#)Z@"3@ +=p ?B#TEi‰@/'΃A/ @^RYϣF@ +=p +@F@)<0@?g@+;@hIx*8@ɍj؛U?GzHBRFXT?zG?52rFXT?333333?>}$Ej@[5As0@(a3QF?333333@F@ 7kW@ VC@! L@ QKy@oS? +=p AD6So?C@@< kA7@@F? +=p +@F@@"Ku5@"w?)t@!(]@! -]@?ofDI8x@Œ^PA[h_+(@ 'F?u!.@Y@F@1UO@1ϷsjZ@2h@1᥹@1 +r@(SxEd=*~@ +AF@SFjF? 9&A@F@%[Xii@%iv]y@%yF@$ΐ@$SC9??օ Eý0@i=gAӿ.2@3F?@F@%@%1}?(\*?.=EdETs@zAs4o@&F?(\)@F@'Vni@%k1@' ɇ@$ +Oz@#l ;?p +=p'bFXT@?F +dPE@ҏY'A}QmX@E9eF@V}@F@ ^ YZ@38m@x+hR@|Ǵ4S@,@/D* B@/A\|˲6 @ F?oTK:@Y@F@1%P[@2@2`pwl@12zi@1E+"g??q~ E{z{Z@9d7/5AÁϋ,_@ۀ{CF?fr@F@#fMM@"+7V@#ݙI@"zrŸI@!gxj.@Q?y8ς0E T@ÁAG+@ &F@ eI/@F@`@U>N@y1&@vPn@g? +=p t*EFXT?333334?r/{Eoy@vj&_AvЧ@Ś5F?333333@F@1R${@.;c4@0 ˬ@-5\@*;?Q?I`Ep"ِ@͗EAPb/@{jF?Q@F@%xd(1@$>@%0I@#)Z@"3@?ێpDΟ5Zx@ ([A\yn@ w>HF?rq6@Y@F@1b[u@1TD8@2 +,&"@1@1]? +=p @9mFXT?ffffff[fCFXT?ͿLUE_._@I` A.O@nsF?@F@6&$S9@1u@3ѹà~@0i E@++" +d3q?Q?zFXT?U:EM@A*]@F?-iL@F@ 𰺆O@ /@ {c@?dD25@:O3A`~(@ \F?@Y@F@/;cN@0w'@0y m@0nQ +`@0w o?QJ_קFXT@l@@1C n@#DΌĸ=@5EV]A\7@ ?Gzրg\ERc@ YPAz@&!F@Gb!@F@fD@e깽@uf0@ +/4K@1g?ə [VEE,@.'[A:/=`@8xS$s4F?ɚ +!@F@2nt՟@0.!%@1kw>@./i@,m+-G@ [DUW^@gJOAW*s@! A4I)F?PܜM@Y@F@0@1P@1^m@1\@1_\? +=p ?ҔҍD6So?C@@< kA7@@F? +=p +@F@VldF?QR@F@#fE@"*@#m޴& @"(MAb6@!48?zG|ˆYE@ &@.sA7HU7@F?zG{@F@/^#?@*@-$X0@(&@&;B??QuE\BQd@Z,A'^7@n3F?γV@F@ 97W@e@ 54@7Q@+z!3@ K.F!(@T-Ae@5hF@[@F@ ^V%@ I@ }t@ gH@?@ ++=?fffffg?{gEc@X"AX9⣀@Ȏc5F?ffffff@F@1_*"W@-Lr:@0j-@,_9v@*OH5ӝ?zG|?y3(FXT?333333ĬELG͡3@3ݎ4Aȗae5l@)V=F?|[ @F@!$Lx@ ,$@!k!@ a~@ ΁??Gz?nFXT@?hD? r;@>9+A`[@  xF?{m@Y@F@1G)~\>@168g@1ns@1}_Ee@1WfI +@u՝~E08 @،}Sd^AH +\@eF?ty@F@#+ј@&œD@%f8R@&2nBɎ@&@2o~D(3n@4⸄hAYRQQ@ N~ӢF??F@Y@F@0"@1xrjpg@1~}+@1d=@1^z9??֐EUK@Z$+eA\F,@ R7F?rC{@F@Tq+@S%o,@IpJ#@ +`S@? +=p?)]4DWj@lA#/L@A8'?F? +=p@F@4Ʊ@1o߱@3Rh#%/@0@.\]?p +=p2FXT?Q@9mFXT?GzHAFFXT?4%'NE}) + ~@RJA O@AF?:э&@F@#Ck4@"WR<@#8#@"Zl4Z@!!? +=p t΀"FXT?QR{+GoE +ɭ '@ÈؔA5DWL@>VldF?QR@F@#fE@"*@#m޴& @"(MAb6@!48@EZZ7]@N m"A:_E2@ ߇PF@u)@F@#+@FAo@ 8@THD@kZ@[м +-Dܶp*-@-G8U"AUԎ@!0]yF?Կ @Y@F@0=C-[@1h铽@1M/@1~k0@1Q.fq??5t0E @@p/A%`@359MF?@F@4}@jcF@m@Yfa@>1/?\(?0E!TWP@":AݑX@E=LF?\(@F@(#u@ @)Qg@ @ 7?\(?w +38E!TWP@":AݑX@E=LF?\(@F@(#u@ @)Qg@ @ 7@?!0YDзē[@. vAZS4g@ mF?걅H@Y@F@1F$@1̕T@1~L?\(?{E )t# @P%nqANQ'@[7sSF?\(@F@0'^o@-X48?A@0@+LL~O@)͹3K@ ?{mD OC@E,UAW|G@ ͓F?4֡a@Y@F@1xu@2 }^@28@1&@1МTE?333333v zDE@%TAǟB@˴@F@!"ا@ >H @![\@ Vo@ OF&?GzKAGFXT?=p +=}{梇FXT?zG|FXT?zG{CY0E/@4AF@=OY F?zG{@F@qw=@4@=FX@2@2[?̿ӾEpDMi@bAX @ܼF?#q@F@%(r֪@$0qJ +@%o.u/G@#D @" c ?ͿBuERNe@@A=K@ MŲFF?@F@̎@?>*ߩ@wKm0l@ uf@ώ3 ?GzH?G4ydE/WY +E@Dv{ܣAJrJ@6۷F?GzH@F@"W@"N}@"Af@!O| @! 20;@ +ffffffFF7@#u()A&qx@⁰-`F@ !p@F@ #f@/@H.@ x֤@VQ +?QR\E22@0A߀@@QC, (F?QR@F@.Cg@+ +j5)@-gq˕@)cVA@(q? +=pںEUmRԨ@[> lY%A1K.@^f}YF? +=p@F@*ZK@'z )@)j@&Lᾳ@$'??EZ@AgCFu@sK\F?v @F@"@"f:L+@#T[@"Տ;@!snH?Ϳ]/ f&Eq=bc@ldK!Az-@@yF?G@F@$?6@$K&W:@%$@#uGB2@":6^@!+*"pDS!@s{ZAXs@ 2lF?Y@Y@F@0J:_@1p@1GW@1^,@1[wb>@?VEڳ @^XAԶ&@Š&F@%@F@2@J}+@ S+@c@1|?ffffff͟LEͷS!@nv1"sA +ޡ@C7ƯʑF?ffffff@F@^c2@yD@U @~s@T^\?Gz?Jީ4FXT?Ϳ^xE.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)?ᙙ@9mFXT?zG|ֺp +mE]u@ȻUAǜ +3@1YF?zG{@F@ b"1@ +/㩨@ g[R@0?e@H&?333333 ,ERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և?fffffgPESP(.Ç@PHAWT@f RF?fVE@F@)'Y4@'t6 @(6Yg@&>n|Ö@%1W@ ?| \)Dſ\]&@n[XA\d@ y1F? k~@Y@F@1@2qd~@2f<&^@15Z@1?У +=px%,a@E@;zAh5@@C{F?У +=p@F@2IL @/3`\@1aI:@-p6 @+h3@D%@Tµ@>AX @ ์.F?p`@Y@F@0Ƙ@1{̩T@1@@1h3^p@1b?QR?'5E2_@0Aߜ@Q=ƻF?QR@F@.,4@+ +dZwW@-gկ +@)\6@(#q'?=p +=?ڬjpE{]@ ]A-_Y@)DǿF?p*@F@80<@8!@,@Rwk@ɚ9O?Gz<FXT?zG|-,D*'j@^AScUt@xyF?zG{@F@3zI@0Co@2pfaV5@/6@-}Ĭ??Q?3hnUE2:>+@Ɩ v2AɀTd@*DF?Q@F@}s!@7V@ar@at:@-Fu?GzHYF$xIE/WY +E@Dv{ܣAJrJ@6۷F?GzH@F@"W@"N}@"Af@!O| @! 20;??%ʋE/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L?fffffg?DERނ`B@ AU@H|dF?ffffff@F@ Uy @l h@e@:t{b3@Vx?333333?ϱKȃ0EOKgb@6[أA>3w@7b;F?4"@F@!l@!0N9#@!AJ@ ޒ'I@ r霡 ?У +=p?ʔ pE@;zAh5@@C{F?У +=p@F@2IL @/3`\@1aI:@-p6 @+h3@? % +VE絡 @D֒B" I>@3RF@@F@|M@JZ+@--I@Uh@ x莗?\(ÿN #D\+E@+A <,@eJa6zF?\(@F@3iz@0RD@2:8Brj@/);@--} +c?333333q!EDDg@=v΢AV!p4@*F?333333@F@^A{S@;;}@^J@/q@/"@]I?GzH?%j&hEIj)@_y*mAIqI@Sd AF?@F@"P@"1E@"t5@!]2ͺ@!(J?(\*˞D୍_J5@IDAtAӂc@"#~F?(\)@F@5@2c2F@48@1l)T].@/K@? v"zEGA*@epȂARk~O@naQF@@F@a/@J@6{w@N_@n~@QBEk#@3UrA @˕KF@0IA@F@yy @wУD@OjW@ sLI@= ? +=p?U"KE4y@/3Aī8`6@ԿJs$F? +=p@F@"~2@"b)@#% +m?c@!V!@!Sۨc%?Q녿ߦEY˰V@"JA͜ y3@=M'CF@w@F@ڻ%ee@?r2b@ +@ '@"?ffffff +=XEL@'lrAH@-ؘF@ C@F@Z@j*]@\O@Et8@*3q>,?ͿeE8( 0@rA{XZ@1>5ZF@ f¬Z@F@8n;'@ C@W@6 I@8rz? +=p ?odFXT@?ѳ9 ~Dˮ% Ę@霼JA^D@ KP6F?;:h@Y@F@1z@1߁@2#b@1F||@1:{P??˸5@FXT?ffffff:a#E9&@jkAt@ƕ(-OF?U\R.@F@R@K@6أ@l@rm@&T>E6(x@؅,_XA%YPEr@4F?մr2M@F@#fٟ@& +o@%y @&<@&DhR!w@ ?"@2 ś41@28>r;@1釽Ʌ@1tW?Gz?UGqFXT?Q?ʇ%E)(ֲ~2@ ̺AƬ^@tX]]F?Q@F@!_8ic@! +On@!,@ n@ SӐJ?PE/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L@?*u}pEp +@ș< +Ai,f@GzF@M&@F@ +9X7@h$@S^AC@iNK@!=5?@9mFXT@ ?4-$ND}@AAW@ }j F?5TuL@Y@F@1+@2 Ԣ@28 o!@1)@1П&x?=p +>?n+EǾ)S @=-E=A wK@b'#F@xN?@F@E@:^@1)9@@(l @Go0\ @?{[yEGpl@ʵ @x!v+F?Q@F@/D(@F#09@I@OFB1@dZw;?p +=p FXT@K|cD|V@@ɂaAX9X;@ GT×F?.۵@Y@F@0?@1|,n@14~s@1j/zJK@1gc+?Q?yjj`FXT@?Ԥ5yXDs +E@iPPtA`!@ pH F?^ s@Y@F@/;a@0w G@0y ,@0nH +@0wWI?ٙj'E!ŵ\3@u! A^"(@#wF?ٞx U@F@0!5eB@-.I4'@/i7!@+wہr@)Z+"?鰪DEG @TzAʸP@< y`F@j@F@sD@?@@NJm.@JYdj@bT_9?ffffffxEQ&@ZUK|0Ax@jw0F?ߏG0@@F@$YMtz@&ߺ9@&j@'B2|@''|??Ϳ p!Ep, @I2A`]@3?F?[@F@&-J@$iuV'@&DG@#V}@"Zj?333333?kU@&l1l@ffffff?D5^@X`A_'P>@ CQB?F?ڐ@Y@F@0tˎ*7@1R!{@17'@1@@0q?zGٲQ;HEr$@P~Aġ1a@VF?zG@F@$EUMo@#>@% D@#5!{/@"Oor@?)S1DΒ̮@G/DA\j3y@ (ĮDF?hM@Y@F@1c[J(@1|E@2 JN@1پ@19?QRK>pEBgVl@ON=A,O|@`F@?) @F@t@sܶz@*š@HZ._@ Ej?GzH?Msl8E/WY +E@Dv{ܣAJrJ@6۷F?GzH@F@"W@"N}@"Af@!O| @! 20;@2dLF,@B +0(H?uF?B @F?Y7?)? <3?[OZ?? ض@Q?bfHEGBr1/?̿و.XEV}%@ĮQY;APU$[o@!fTH4F@H:6@F@0y_)@}onY@yv@ˁ3˱@'8?(\*isuEE~O@`0AG E@YF?(\)@F@6{1^g@1658H@4 C@0kFc@+\Rk?ᙙڪ}vE/Il@u؂A.:@OF?ᙙ@F@2?#@-SMkW@0 $@+ULz@(4" ?(\)M&E?lI@f[ٵ*Atiz.@ZF?(\)@F@0@@*/x@-Ce@)>@&l1l?zG|␕~#{|FXT?(\*?֫EE~O@`0AG E@YF?(\)@F@6{1^g@1658H@4 C@0kFc@+\Rk?GzH?: +FXT? +=p@9mFXT@ ?_uD OC@E,UAW|G@ ͓F?4֡a@Y@F@1xu@2 }^@28@1&@1МTE?Q? TE5'&@þ:A;@vDFq@Ż|(AW4\@ HF?@Y@F@0FR@1Pc*@1t0@1@@1dR_W?ffffff?FTn3XEͷS!@nv1"sA +ޡ@C7ƯʑF?ffffff@F@^c2@yD@U @~s@T^\??m,`E.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)?ͿEK@E*w@-)lAagّ@y-F?y4 @F@"1A@"MDG@#"@!ٵܬNB@!>\@ OSHFkiR@N:1A?7A@ z2(F@!#=@F@H@(]?!@P)y@z!@LU?ͿhhzFXT?̿ QQEQ@#ё]Ag|7Ϊ@s F?GUu@F@ @E@)c@^@C3?=p +>?Iq7EǾZ"@"AԔj;@y肽F?=p +=@F@@|:@g@gQ@ħ?.<E LVVp@'A:6@=F?sQ@F@258[ R@/].d@1,9%>@- P@+ ?(\)?qZFXT?u4ympE8D@ AV(hZ@6kF?Fkw@F@(?b@w9 +@xq@x@Wb?񙙙?R"ECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'06ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V?333333RɖERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և?(\*?wذEdETs@zAs4o@&F?(\)@F@'Vni@%k1@' ɇ@$ +Oz@#l ;?p +=p?ֵ0ؘFXT?fffffg2MESQ<2@*\AӶC@UWF5.6@%=?fffffg?DERނ`B@ AU@H|dF?ffffff@F@ Uy @l h@e@:t{b3@Vx@ nx9D+@@ޫAUֺD@!EI-<9F?S@Y@F@0,$<@1&\7@1QF$@1] @1o#@ 1D0J1 @W&.A^o6@ OeNF?A5Tu@Y@F@1dž@2(2@2|pH@1.@1A??ofE /1O@Ň*AwL@'F?@F@mT{@= k@mI@S'@SVv?333334?~uEA[$@ &AZso@N.F?6|(@F@!qcK@!ud@!R?ga6@ άx@ e @#XE}@>ԥXA6$^@i!4JF@pq@F@@DY@=N1U@}]@'[1]@ oi{DdE@Aa@:A@畇TF?>@Y@F@13'z@1'%@2Ue@1ƺ@1?=p +>SEɊ⹒@kA +Cf@Br7CF@ zx_@F@b~@+*[@ʃ4'@V@%)gJ@?z2[IlDŌ,!@i:JAT@!Uu9'"F?e$_Z@Y@F@1k<\@2JdGb@2tXI]\@2,:;@2UE{^?QR?`HElJf@Q AȔdO@ ZF?QR@F@0@ q*@$Kg@ h<@a +KR@*"EZZ7]@c]AL WL@~W*F@ +㙲 @F@|Y@^ȿXJ @j@y1m@xR?陙?mm Eb*8@:M:A/io@In9F?(@F@&h/m@%o?ȅ@&C_@$St@#BZ@F@m+pP @CN'@,ڻ:@;#:@UC?QRJ3,N;EJPh}y@+m$AxЮ@̰F?QR@F@1D@-^ -@0(\@+ +,~+@)Ap7@?8ZEaGc@ƃAϟx]U@UF@^cb@F@ʈ"@حjt@U@@Q3@S ? +=p ORD6So?C@@< kA7@@F? +=p +@F@~L@[iEq@1mAN6tC@C5rF@-Ak@F@Cן@LS@`M:E@q[@#?\(ÿju"Ex@AwAf4:@Αg:MF?\(@F@1w@..@0~=@,YI̥@*m ?ͿϚ1'EE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V@?=DާGjC@D-TA`qdY@ 4F?3zN@Y@F@/FKw@0xw]@0|%2 8@0m6-?@0tM(|U?(\*7f@/EtĤ@$HA 0,@"ЫF?(\)@F@2gKl@/l\@$@1y5@.C9%UO@, |@?- xEpA"@̤I2A=D}!@2ʭF@֔@F@i+4G@_qtx@ȆN@tiF@ HBg?陙@9mFXT@?JDS׉@HAFn@"IF?>WS@Y@F@1 ~s@2._G@2%@2su@2~?333333*(^ERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և? +=p1.E4@+O1AĤ<@wF? +=p@F@"ߔ@"ej@#(/yr9S@!{&@!V:k?陙 +G–^EbFd +@HM{mAUVϚ@!>x/pF?jA@F@'Sv?@%@'&i@$.7i"G@#d +? +=p K ENG9`@:AԶr@D{F? +=p +@F@,py[@([&@+X1D@'>%@%1}?ͿW' EE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V?ͿP&E.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)?ffffff?fIEͷS!@nv1"sA +ޡ@C7ƯʑF?ffffff@F@^c2@yD@U @~s@T^\@?>Y.DΒ~@NA@'44<0A\SB@ "NF?hH@Y@F@1c_/@1}5@2 ?T@1cQ@1a7#?DۧE{z{Z@M*AS~@7;F?6.@F@#v@"$O@#t3@"u@!\@?)dXDv@Š ,AWg$SIr@ Z9jF?@Y@F@0!kS@1U M@1GNG@1)J @1}?333333?錖w-EOKgb@ʍ?A=\;@8%F?333333@F@!#Z@!0Zy8@!&H*@ ޡ@ rrb?陙?,KEbKHP@TcA}Ӫ:@aԜýF?陙@F@&ȸIΠ@%|P@&.@$$e@#˵ug1?(\)0 ]pE3`&@Ձ̜Ak@lF?CA0@F@ ?@ FB@ @ _@f|`H?[f}tD`E[+|@X^A҆VG0@qgF?裨{E@F@( +֣@&H/W@' Ƕ@%wbW@$`j ?Ϳφ6fEjm~@S9AɸD@C껽F?*x@F@"#@"P*oQU@#]@!-@!EN?\(ÿPl'EGΰQ@_!Aګ +Wm@"F?\(@F@.B#@)B@,E^u@( IO{@&<I@?ܟ0R`DpW6@'-n`AUwU@!/9(׫F?X' @Y@F@1sh_Ϫ@2 *@2-vbH.@1A8x@1k.I@B(DCG@9BCAZ!@ "KF?x-8Go*@Y@F@1JK@1UO@1prV@19O@1r ?EEt &@[kA)@(/xF?rn@F@[l5g@pP~+@f@=M@i1@!(`EZt#7D@::AіOl@͡'F@8@F@1x= @lMF}@W@!"֝K8@{B%?Q?@^ Ev@@:ɟ1AQM@`F?Q@F@!mS@!&0@".@!/BB@ ~o`p@? +Edri@rB 2W@=-BF@@F@ߧ4@Kvk@:@Ӄ@ @@Ϳ^EY@t 6EA=(ki@)-yF?כ @F@">l@$Ә@$$Ղ|@$øvά@%>$mX@ ȻQgD´TZr@dA`.p6 +@ &Ow +F?u@Y@F@2hm@27 棺@2yE@1gLB@1 +.T??#yEz:+9e.@=ʊA<,V`@9!NF?@F@# N5@#dB@#CE@"&@!^R?zG|㱝m(HD*'j@^AScUt@xyF?zG{@F@3zI@0Co@2pfaV5@/6@-}Ĭ??ffffff_{ȟ:FXT@QEzw~Eʥf@Ǔ`zA9R @s# F@u@ŒjNA^d4`@ UF?%2@Y@F@18F@1-6@1tQ@1v l@1Z?QR@ujrEX@9AK@E^F?QR@F@2=@0P(O2@1΋@.1H@,x,Q?\(۪c,E )t# @P%nqANQ'@[7sSF?\(@F@0'^o@-X48?A@0@+LL~O@)͹3K@333333?EѺعw@_lLA̫s5@%y-F@333333@F@lvy@mK7h@ܓ@kݼ@4@HEE)]@&f!Z@(@%iG@$F{;?ffffff?1`EͷS!@nv1"sA +ޡ@C7ƯʑF?ffffff@F@^c2@yD@U @~s@T^\??0%ŀEE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V?\(\<-KEݨɱ@ЗX̹Ag!^@?8F?\(\@F@2} T@ @vH@@?333333?|Aw @mSF?Jz->@F@$W}Ze@$!4v@%)*fO&@#tpi@"_q?p +=pt?FXT@򥝀Db&Iz@xKAT1O@!RZ4F?Ր@Y@F@0ms@1TB˚@1R@1?E@1Yb?QR?ըE +ɭ '@ÈؔA5DWL@>VldF?QR@F@#fE@"*@#m޴& @"(MAb6@!48@?WF@}8ACc5 @/^F@6dw@F@ i,;/@~C@?@6-b@Ԏ|J?zG|?^~GD*'j@^AScUt@xyF?zG{@F@3zI@0Co@2pfaV5@/6@-}Ĭ?@0Ϳ FXT?cV8FXT@b(D k@ȹPAT)'@!HKpF?Ć-@Y@F@0ICL@1t@1yG*@1z3@1H??~~Eý0@i=gAӿ.2@3F?@F@Ad??}rzEu D@áA@@+j@{f}WF?@F@@t@6@5—@>pq@P$)?333333`(8EBD@2AU-@<dF?oy$ @F@,+7-2@)ӍnH@+*\@'ݼ0@&C$?GzH?P6EIj)@.NAط@uX ƮF?GzH@F@"7fd@"/¢6@"Ys?@!k@!/o??Ӕ/E LVVp@*ؠdA Έ@2~;F?@F@24;9x@/\8L M@1,+>@-J+@+o|@ ĘDM1@cs͖GAX7o '@ h51F?fQ@Y@F@0ˤe@1H=Ξ@1㥲$@1J@19?Gz?D.E@ @S^!AWk@BF?Gz@F@;L@{z5@DB@ڴMd@z(@r0DD4,X@V'AXjLr@ ۿF?d̢@Y@F@0Z@1z_@1G@1g˭&@1a?zG@ujrEr$@P~Aġ1a@VF?zG@F@$EUMo@#>@% D@#5!{/@"Oor?\(ÿUzD\+E@+A <,@eJa6zF?\(@F@3iz@0RD@2:8Brj@/);@--} +c?޸Q?a6E.W +@5|LA\c"@k ]!F?޸Q@F@/d@+)*w@.'y@*E(lH@(0-?333333?ߌZazEj@[5As0@(a3QF?333333@F@ 7kW@ VC@! L@ QKy@oS@fffffg?ȠIZE/aƉ@Ŗ]Az@:sF@C؜@F@,i@>cLB@ReZ@S6@Ko@}sx??98LEo-@M AȐb@;TtW F?@F@NNJG5@4 @{@Lژi@Dx2?Gz@9mFXT?=p +=&wEFXT?sdoE|e@RJA]HC@趒zZF?}c.@F@#G@"9=}@#W @"^ƀB@!pkP? +=p!KPDWj@lA#/L@A8'?F? +=p@F@4Ʊ@1o߱@3Rh#%/@0@.\]@GzH?H0mE/V^4A@=cAW\@:z;F@H/@F@@LJu@&@@!UQ+$F? Y@Y@F@0TQ@1tU@1r +U@1 G޷@1:,b?\(ÿD8P:`E`@'ADa/@# F?\(@F@43ɖ@?ۙ@bN *]@iB2@(A/?QhKNDd@NA4@6"=F?Q@F@8C@3߲r@5 @1o@-2@?nD[:R@1^A]]@ nBkF? +(w@Y@F@1 +Rj@13'@1t](@1t(@1\h@7W?\(?fT0E!TWP@":AݑX@E=LF?\(@F@(#u@ @)Qg@ @ 7??'e9E.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)?\(?ە`D\+E@+A <,@eJa6zF?\(@F@3iz@0RD@2:8Brj@/);@--} +c?Gz.FmE\o@ԢAԈRB_@3CF@ԡ',@F@$.{@%yk@1@,&e@lu[Z?333333?9Ej@[5As0@(a3QF?333333@F@ 7kW@ VC@! L@ QKy@oS?Qin:Ep"ِ@͗EAPb/@{jF?Q@F@%xd(1@$>@%0I@#)Z@"3@|]g +E\D@c[ A܄Fg@`ˮ!F@rJm@F@C@-a@т@'f:Y@O҄@fffffg?KE6TA1@l9OA_z},\@ sLkF@ _'@F@KϬAK@Jog@mH@syٌ@+@2ůDT>m@#AY5M0@ eF?`@Y@F@1 +'x@1k$\@1kM5 @1rL@1~xl?ffffff?$ E>|~@&ӻ:A˴z>@ǪE;F?ffffff@F@!u@!n@"Uw@!mS@ o? +=p 1Q.FXT@ ?\'D Ɗ@•0AXAY@ C &F?zd@Y@F@1%U@2 +ɻC@2<'@1A5I@1&|;yv?̿x@gE@]A|[@ mEF@| +èa@F@6HG@)HVT@FDr@)FH,@.p^[?333334Z|]g +E_ @#۰CtA;:@AFF?Rwc@F@!)+sw@ f@!Ue@ .@ ,b(@?b.Dз@.wVAZSj@ ҄LF?pO4@Y@F@1F1V@1̖7h@1U9@1iOG@1T?ffffff[WE'7E@f\6<AˢG|"@LG +yF@\] @F@>I@7d@u\@T=!ݧ@Ŝa?NGEe@EFYAsP@>- 5sF@ @F@2bL@B@r ol2@C@.yA?ل~L@?Tb D˔+̭@Ühy!AV>{@!=nF?fQm݃@Y@F@1{(E(@2 r{@21\@1ЌD@1>i?=p +=?`FXT?GzH?qn/FXT@ rF!(@Ѩ]A&3=@G\fGF@M:@F@ ULB|@5su +@^Ȗ@b +@}y?GzH5FXT?ffffffs( E3@FYAL}I+V@ָuF?ffffff@F@1[ @ =~V@h@~&@"@?@VoDI8x@Œ^PA[h_+(@ 'F?u!.@Y@F@1UO@1ϷsjZ@2h@1᥹@1 +r@5!b`D8It@^'MA^pM@ P@rWV^F?JA c @Y@F@1%#@2(;|@2{=Q@1j}?@1ӟ(6@333334ՖArF 8p@@Б6WEAtl @}j| F@;`kz^@F@ԓb}@ +3Wg86@ڜP/@ + 1@ ϳTq?=p +=?RrE7@0A]A96#+@ nLF?=p +=@F@!mC@!bF@!n  @! a˴1@ >? +=p^ЧjDWj@lA#/L@A8'?F? +=p@F@4Ʊ@1o߱@3Rh#%/@0@.\]?p +=pձ߾FXT?zG?Q9E?\z@3ޛA{}A>@4F?zG@F@{1@%j(P@8rb@a@:G?\(ÿIEx@AwAf4:@Αg:MF?\(@F@1w@..@0~=@,YI̥@*m @Ϳ99TF"[n@ВbbžAB@hzRF@ l@F@@ F;[@sQMm@ Dt9@ + 72?Q?ぷzEW)@JK{Aa~@ۼ)%F?Q@F@&|@h@Oi@b@˥يx/?GzG?L1ZEQ +[@XmbkAǾ@eF?GzH@F@ %@^.r@ @_%Q@"@:@T@?3H3UD;[r=@-&/A]:).@ kF?gM3H,@Y@F@1#Q@2 T!@2m)OP@1a@1'EY@?FEDз@.wVAZSj@ ҄LF?pO4@Y@F@1F1V@1̖7h@1U9@1iOG@1T?Gz?IP"E@ @S^!AWk@BF?Gz@F@;L@{z5@DB@ڴMd@z(?Q\Ep"ِ@͗EAPb/@{jF?Q@F@%xd(1@$>@%0I@#)Z@"3@ͿVڼD:E +@)"!7dAa]= @.Y#F?bM@Y@F@/I$6|@0x7s@0|M@0m  @0s]t??-JpE1hʑ@3J=AD/̃@esdF?@F@a0@Zv@ R[@Mope@=Lљ??QE.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)?У +=p?vZˆE@;zAh5@@C{F?У +=p@F@2IL @/3`\@1aI:@-p6 @+h3?׮zG?88FXT?\(~CE )t# @P%nqANQ'@[7sSF?\(@F@0'^o@-X48?A@0@+LL~O@)͹3K??Yo|E\BQd@\9KKA#F@YF?D~or@F@ 9mc߰@ 9@ 4S&re@YX@,c~ؠ4?fffffg?AaMEc@X"AX9⣀@Ȏc5F?ffffff@F@1_*"W@-Lr:@0j-@,_9v@*OH5ӝ?~w6i 0E[A@A_½Lx@l}F?^@F@+ +`A@'9C3p)@);w/@%X@$;'@ ݙPlDޣ,b@i4AWa@ F?RCQ@Y@F@0ԇN@1lmv@1z*1RPf@1\J@1\3E@ X\Dm]@FAWl@ mF?Yr@Y@F@0U@1T(3V +@1\@1Fnt*@1I;?? +=p@9mFXT@?EJDs +E@iPPtA`!@ pH F?^ s@Y@F@/;a@0w G@0y ,@0nH +@0wWI@x'[_fEq@ŭՊUuA +Q\@XdF@T Ǐ@F@Mb"@[4P@AF@4%@]ER@1fDf@EA\1'@ M9DF?_{@Y@F@1,[@2خ +@2a@1`@1.? +=pSKWEUmRԨ@[> lY%A1K.@^f}YF? +=p@F@*ZK@'z )@)j@&Lᾳ@$'?ͿN3[EE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V@?Mii{EN@<ɞB΀׭@T\2gF@@F@-`?@HB-۴@FJ@'T~@ ߘ)?׮zG?߭HFXT?WiE#5@7iAa5@._F?@F@u0o@i]@p~hdG@oY}@?@Q?6PEGBrWS@Y@F@1 ~s@2._G@2%@2su@2~?=p +=?SPFXT?ffffffҏ+/EY +`@I+A}ۍ@5GF?ffffff@F@ؾ(@^fu@o~;@@{Y@s&F(c!䰼@ђ6TLA~gF@[$v!F@D %_@F@ zPp@'`rN@k:<%@be~Z@ 8]??Y0Eu D@áA@@+j@{f}WF?@F@@t@6@5—@>pq@P$)@?FȢ#KDI8x@Œ^PA[h_+(@ 'F?u!.@Y@F@1UO@1ϷsjZ@2h@1᥹@1 +r@333334?ŲB"pEA\HA@Ŝ{_As?3i@[!F@GR@F@i& K@PmC@p%@fr@R#?p +=pínIFXT@?B@I`EpA"@̤I2A=D}!@2m4_F@@F@i 0@_r=^@{^i@t@ E +@ L?DD@[1XeAXf%r1@ uF?ۋq @Y@F@0{A@1G{@1Ps@1:6t@1=ԝ{Y?(\)?0EJҭв@ǔAd:@(țF?(\)@F@ u7@ F;;@ 6/n@ _[@r:?zG|?VXr1/? +=p c0DGR@:bAN.3@tF? +=p +@F@8Y@3X@5@1A _b@,N-'=}?fffffgVXd ElKFc@T.A1u߹@KF@Ð@F@zs@D@Q#@3]q@42Sf@fffffgXPE9(R?@ pT}DAtUU5@1jF@l+Qa@F@*&@ӪQ @p4!@!@Oj?A\ApE#5@7iAa5@._F?@F@u0o@i]@p~hdG@oY}@???LE LVVp@*ؠdA Έ@2~;F?@F@24;9x@/\8L M@1,+>@-J+@+o|?GzH?AP}EIj)@~IAyb@(CF?m{cM2@F@"Rqw@"0lzg*@"2A@!<Ǫ@!,&,@?W֗ER.e@-B1Gz@~BrF@@F@ +T`?ٍ@<š@\Y @^@ ks? +=p a1딄FXT?焈E1H6@_hAۋ7@Y7?SF? @F@/$!@+A@-dR@)5+9@(0ϭ?(\*'PNMF?*{Ԍ@F@HnrP@@n@5 +&4_@hE?QREX@9AK@E^F?QR@F@2=@0P(O2@1΋@.1H@,x,Q?(\*?g PEE~O@`0AG E@YF?(\)@F@6{1^g@1658H@4 C@0kFc@+\Rk@?{D˗@Þ&ϥmAVG7@!WF?jOv`@Y@F@1{9@2 &@21@13@1UșK@?UT*EGI*e @D^V0Ạ|&'@8CܝF@@F@,4~@Gx;@ۈ J@tү+[@ࠂK@o=E$Xl]g@~RAܥ0@]EF@@F@罪@#z@.@,.q@F5g@ ?֤97Dq@PuAXcp=@ 夲F?k]@Y@F@1c/@2 +h~@2=;@1£@1~?GzH?ޕDPE-ĸY@X.j AxE&@* cUF?GzH@F@2nV*@.@0<@,kU@(Bd6?zG|Ѕd E@ &@.sA7HU7@F?zG{@F@/^#?@*@-$X0@(&@&;B???&|E/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L@?T¶ xEpsܽO@̠kn AEN@@2F@ +v5C@F@,]@]8@r]:P@<@ +?=p +=?2E{]@aG,gAʑũ @CF?=p +=@F@AkdHU@T]Ԥi@y@omvqH@<@?뷳`EpA"@̤I2A=D}!@2m4_F@@F@i 0@_r=^@{^i@t@ E +?GzGeP AEQ +[@XmbkAǾ@eF?GzH@F@ %@^.r@ @_%Q@"@:@T@?7Eș*F@XPQ5lA֣ak@r2nF@@F@}<@,&@piK@ҺDtO@ ז??哮cE1Z@` +sA}"@Z] F?@F@/%DŽhY@+C~_:@- \@)ysO@(2wg?333334ـ> V.E :@t.A}W2D*@k_ 5F?6 @F@1Q}Q4@.#@0f@-p@*@Ç?Q:E[# ԛ@BŧA¨ @}F?Q@F@)j:>)]@&f!Z@(@%iG@$F{;@D}E]@LA+=0ؙe@ޒ>F?&k@F@$e@&*Ei@&Md|0@&@`@'hz;-@Y@F@1*m@1h@2$D|Fx@1v@1-]0??15GhE_._@I` A.O@nsF?@F@6&$S9@1u@3ѹà~@0i E@++" +d3q?Q@>;dEp"ِ@͗EAPb/@{jF?Q@F@%xd(1@$>@%0I@#)Z@"3@333334?AnEI@ïѫ.Ag7@wF@333333@F@#8@@~@&@76xɔ@;@ +ffffffOulF7@ʿLxA4u<ے@ȻNF@ Xٵ@F@ q['@h^@@b<@D@L +{@̿SBaF @nAߞ@qt7jF@d@F@ 'KD@@ d{667@*@g7͌?QRad"4EX@9AK@E^F?QR@F@2=@0P(O2@1΋@.1H@,x,Q@Ϳm;,rDS$@*A`|gh@ F? +6P@Y@F@/;L܁!@0w#mu@0y *y@0nbt@0w Y?zG|KElfc@A]A+%A@ک"wF?zG{@F@1@._Yj@0vZ@,$L|@*C? +=p ?/$ENG9`@:AԶr@D{F? +=p +@F@,py[@([&@+X1D@'>%@%1}@?+D˕~@ÝBYgAVJ @!%N F?hJ@Y@F@1{bnly@2 ~E@21B@1@1I4?zGagYFXT@ 0qQDڨ]P@¸Aazyr@wF?T ǎ@Y@F@0njb@1B@1s? @1!^r5@1KI@3#_aE}@[{LP-AAo*E@VF@^-p@F@Zܾ@jZ@GƉ@Ή١@]Z`]@ͿF"[n@Η'hA0@!N@sF@flf@F@;(@ &JE@0Q @ + {]@ ??ͿSTiE(5n3@s1A\hO@'pF?ܸ@F@0?@,C[@.݁9 1@*R@(@?\R?^Eڳ @ћQA'2W>@9KF@@F@%@oyXR@} t'@[@Zn'S@t<@E2P\@$lBgԝ@E=IF@@F@7q1@Jէs@`" @E@ u?zG|?sp/FXT??ؽ E LVVp@*ؠdA Έ@2~;F?@F@24;9x@/\8L M@1,+>@-J+@+o|?Q?2N0Ev@@:ɟ1AQM@`F?Q@F@!mS@!&0@".@!/BB@ ~o`p?ً̿ˮEpKM@7f:e A"No@h!F?f@F@$ϊH@$)AG@%MTm[@#ft@"G2E@ffffff?G$2D'ix݀Է@1ɠ@0'e@ͿP8E)Y@)MUAqz>@Yv5F?W @F@",q@$ܶp]@$b3p@%%J˥/@%+C?陙?'nEb*8@/,Ank0@V`cF?jm\#@F@&+uo`-@%gm>d@&a@$A@# +t?陙=a+EY%z@]XvA‹[@k +:F?陙@F@)X3 X@&zEX@(˾n<@%~6@$g;U@ tD4D5Nd@Ȏ"-AVh+@!F?@Y@F@0uY&@1qn@1xX@1dPi@1hq2? +=p@9mFXT@ffffffG} +1D᷐+T@-k\@A_rhD@ <@v@F?|?@Y@F@0wړ$@1a޶@19՚!@1.@0 W?QqnmEp"ِ@͗EAPb/@{jF?Q@F@%xd(1@$>@%0I@#)Z@"3@p +=q?lEފTޘ@xH{ +A£+@ic9{F@p +=q@F@oQU&0@X*+@m9M@ @NnPG3?VN@E/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L@?< +E~TG$@VAq*:#@>J2F@@F@18}t@s\sW@1 g@l@?Q@9mFXT??O}t?EE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V? +=p ?/3πEb3@&m=Aȑ'~@,:F? +=p +@F@WV/B@z@>i@]Y@لc?zG{2'E/@4AF@=OY F?zG{@F@qw=@4@=FX@2@2[?(\*%-bEE~O@`0AG E@YF?(\)@F@6{1^g@1658H@4 C@0kFc@+\Rk?ٙ?4E!D@x4!AX9]j`@ILF?ٙ@F@0ޱAK@-.Z@/ܞ +@+Wl@)Z?Q@9mFXT@?\* EY|t@?"}LB5=ܖ @} $F@@F@ +>:c @;X@K@ zXf@ :M6 ?GzH?5FXT??3/xHE'弑ߦ@g3DAg@؅_oF?@F@߾%@l+ƕ@Ҽ"[@c>r@O-?(\)?_Sc E?lI@f[ٵ*Atiz.@ZF?(\)@F@0@@*/x@-Ce@)>@&l1l?ٙ@] P@Y@F@0. @1wlW@1>oڼ@1vIL@0 [2?(\* S!5EE~O@`0AG E@YF?(\)@F@6{1^g@1658H@4 C@0kFc@+\Rk?333333V-TBEa@(ѨA*@F?333333@F@(1V<@%Sؾy@'@$rkC>@#%?QRdؘwEX@9AK@E^F?QR@F@2=@0P(O2@1΋@.1H@,x,Q?\(0E~bE )t# @P%nqANQ'@[7sSF?\(@F@0'^o@-X48?A@0@+LL~O@)͹3K?=i:E#5@7iAa5@._F?@F@u0o@i]@p~hdG@oY}@?@ + +=p?QHE( j@4@A߰snUr@CF@^@F@ +k@P@@@|F{% @oa_@,c6˔EmnI@}3A\zb@rJF?wd9@F@$dS@$?]<@$=v @$ #@#\ :?\(ÿ 2WE`@'ADa/@# F?\(@F@43ɖ@?ۙ@bN *]@iB2@(A/@ljEq@$fZAt'=@AZF@Rһ#W@F@қ^@Ԓw@["@p@Ku@333334?XBEI@ïѫ.Ag7@wF@333333@F@#8@@~@&@76xɔ@;@R'+S@N\L A\ @(M˩F?b9@F@$r@$)LE@%Bb%|Ra@# -@"݃??}E/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L@?V7DDs +E@iPPtA`!@ pH F?^ s@Y@F@/;a@0w G@0y ,@0nH +@0wWI?(\)fT@2EJҭв@ǔAd:@(țF?(\)@F@ u7@ F;;@ 6/n@ _[@r:??5Kn E1Z@` +sA}"@Z* F?/@F@/%DŽ!@+C~@- ]/y7@)y2$@(2PT@zG? xTXE7%h%@`F9A|h3@sym.F@m@F@o-@Q~4y@w9@1:@?333333 2*EDDg@=v΢AV!p4@*F?333333@F@^A{S@;;}@^J@/q@/"@]I?GzH_tFXT??ܓÈ4EE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V?Ϳp}@ERNe@@A=K@ MŲFF?@F@̎@?>*ߩ@wKm0l@ uf@ώ3 ?\(?h`E`@'ADa/@# F?\(@F@43ɖ@?ۙ@bN *]@iB2@(A/??W'FXT??z-^Ef&@oH!Ah|@y__F?XC؝@F@ɴn@Jc@׸"8@:@t+? +=p ?XHDD6So?C@@< kA7@@F? +=p +@F@=@!|n @/@m=?$"0E'弑ߦ@g3DAg@؅_oF?@F@߾%@l+ƕ@Ҽ"[@c>r@O-@GzH?oLE/V^4A@|/5A)@<)QoF@GzH@F@81@xĨ@4U@<@@ ?p5W$D}VyP@sAYx@ Z MF?\$_[@Y@F@1E3@2 ]1@2DPq)@1Y'@1ȧ<쒂@ ? 2E&d4@Ц ,Ad@9F@ @F@E̚P@VfX@w@sC^@0*?ٙ?#XE![Ɗ@vJF~AOkb@U:W/F?ٙ@F@016@-0KK@/Aa@+;\@)3k'@2EUj@Х.g;AFXG@<Ǫ F?>iQY@F@ Cn?2@!𘐧@!T~:@! 1@" @.PE}M9z@۾P +iAˇ e@_;(T?Η9m @F@&Hyq@(kbN@'ꀻ.@(IV@) 0@ |-XD)@Y~Z#QA`^N@ l~F?k@Y@F@2"@2>"r@2@2j%@1G$? +=p c}o~D6So?C@@< kA7@@F? +=p +@F@@1B@1p9@1x0?333333aĸBEB{H@AK @atF?& !@F@,|4@)4],@+K@(~~y@&2rvY?333333?YZlERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և@ 㚫;4Dw@rK'5AXk@ IPF?h]k<@Y@F@0Ie2@1h@1Tڼ@1~.Uz@1v~.y?(\*\D୍_J5@IDAtAӂc@"#~F?(\)@F@5@2c2F@48@1l)T].@/K@?@Dжi @-AZUro @ ]:F?꯷r@Y@F@1Fd@1̙'i@1R4@1i +a@1]1?Q?M@iO?陙ѯFnEbҟp@(+AkBeG@VF?aQ@F@&W1R@%g@&]Ծ@$~.@#IZ?Q?ٙ,EQݥ2@ì܇A!}@ʲ +F?@F@ 17@>G@E@G@ CQB?F?ڐ@Y@F@0tˎ*7@1R!{@17'@1@@0q@ @egDRJ @ q}q]A^ɭ=E@ GJm5F?p&@Y@F@1y@2+=L@2< @1F̞@1fF%? +=p +%a^Enp@PgFZAƹq4v@cզF? +=p +@F@!CNhCC@ f5@!s0A@ @,[@ @\S?ə?FEE,@YeUA9Μ@8{=kOF?ə@F@2a˨@0.eV@1bI@.'t@,m*q(?<)gE@£wA[@o@ډJF?cb@F@ V@vAvf7@q]?@rJ"(@n-h?GzH?"ŰFXT?Gz? }E@ @S^!AWk@BF?Gz@F@;L@{z5@DB@ڴMd@z(@꿆Dy^0gg@Œ\vA^c!\;z@ U.m MF?پ@Y@F@1B%@1)Xv@1j6:@1v +*~@1ZP"@?D/5,Ds +E@iPPtA`!@ pH F?^ s@Y@F@/;a@0w G@0y ,@0nH +@0wWI? +=p +?܀ +`E;qn@_/AE?!W@,F? +=p +@F@!;v \K@ 9@!jiUNi@ 4@ :"?(\*?k{aEE~O@`0AG E@YF?(\)@F@6{1^g@1658H@4 C@0kFc@+\Rk??1 ӴEZ@AxA:=@, F?@F@"I{@" +6@#Qg#@"ܕM@!v$@ N;ĖD0Tg0H@VˆA^7E@ O_.[F?@jUp@Y@F@1V!@2(J0@2|s'[&@1{@1ԝ)Zz@ ?xD<0 8@fEAW9+S@! f̐F?S&@Y@F@1W`@2 )Ў^@23DB|@1w<@1x=D@ ҍۗD?ta@mF; AadAU?1@ڳAB-F?o?R&W@Y@F@10@1;@2YH}!@1}xPJ@1~L?zG{ժjo@E/@4AF@=OY F?zG{@F@qw=@4@=FX@2@2[@3333334;i@F,֐9@_aA@y@rK*F@"H@F@!4\?@ 53(@ R@ `@ w??LȔE.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)??&EýDtv@hݣA،:m@Q!F@]Rn@F@1̃@^e ;J@X0@EW@^O?=p +=?(TE7@0A]A96#+@ nLF?=p +=@F@!mC@!bF@!n  @! a˴1@ >@Dڿ)@DAY$H@ @RTF?F@Y@F@0t@1zGŀ@1}ij@1f@1`5&+;@UƊDM$R@ ;DA]mb@ mp8 nF?yЦv @Y@F@1@1jx@1Q>@1ttbv@1\>YZ@?<>\EskZe@$$$Aq!B@P&F@T%@F@ +d@M@"G@ZiNq@p?1 @ ?iZOEǾZ"@"AԔj;@y肽F?=p +=@F@@|:@g@gQ@ħ? +=p RENG9`@:AԶr@D{F? +=p +@F@,py[@([&@+X1D@'>%@%1}??76YEp>+S@c|vArI@+N GF?@F@$H x@$)c]@%?}SO@#@"3 ?EY:E @@p/A%`@359MF?@F@4}@jcF@m@Yfa@>1/@ EժDeuzL@:|A^oA@ ^PޡF?҈p@Y@F@1㺜3@2#Š@2s@1@1el??o\Ekw:@{/ MA/;:$@:F~F? +@F@sVa@@?WgIL@kБu@85ʹ@0^??Q8`^E/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L?Q?-#ŌEp"ِ@͗EAPb/@{jF?Q@F@%xd(1@$>@%0I@#)Z@"3?Q@9mFXT?GzG?EEQ +[@XmbkAǾ@eF?GzH@F@ %@^.r@ @_%Q@"@:@T??a_DDE/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L@ND*Hg@CAZJAk@ {zF@$D;'j@F@nw7@\i@wk@ޙ@0N_@?֬DӐd!@šXbzA^H3@ X@圸F?柔]s@Y@F@1Iw +9@1+@1rQ+H@1u*ކ@1ZM??޸QgPE.W +@5|LA\c"@k ]!F?޸Q@F@/d@+)*w@.'y@*E(lH@(0-?Gzʖ\0FXT?V՜EgC2@V,<A:8<@eכF@Y,P@F@Ϛ@$@."A@@MOw?ͿH@jE.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)?ffffff7J3E +^@νI*MA}r,@]\F? A!la@F@< 5@!JE1@!pQE@!g˨@!;j+@ǿ3$D׸%ij@4ήAWpi*@!y\F?>P3@Y@F@0 p&@1'fF@1"_4c@1ak~@1|A ?񙙙?=XECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0%,A_Ue̺z@ >~F?嘈a @Y@F@0vpJ>@1̺@18’.@1# @0E<? +=p Cvy`DGR@:bAN.3@tF? +=p +@F@8Y@3X@5@1A _b@,N-'=}? +SEgZ6@iiZAՆ@`F?& r@F@\8@W@x!TI@ @܍"?=OE/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L? +=pd_E4y@/3Aī8`6@ԿJs$F? +=p@F@"~2@"b)@#% +m?c@!V!@!Sۨc%?\(\?㌒EoEݨɱ@ЗX̹Ag!^@?8F?\(\@F@2} T@ @vH@@?(\*F3=Ef_[@$HA 0,@"ЫF?(\)@F@2gKl@/l\@$@1y5@.C9%UO@, |@?Dl, D@XA^4@ M8brF?($Jb@Y@F@1n0[@1W@2"cj.@1iE9@1F@?7EHT|@]hA[/1"p@"EF@sh@F@)b@G5ᭊ@J.q@ @%l@?g9Z Ep +@șaSAi,f@GF@@F@ +tW-@_@Sa':@^Cp@!PhY?333333`EDDg@=v΢AV!p4@*F?333333@F@^A{S@;;}@^J@/q@/"@]I??^/VE.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)?ffffffE EJ2@Ýp,iAʑs@gpF?m]@F@)?@ayŧ@^&M@i2!@zP*6?ffffffiHE3@FYAL}I+V@ָuF?ffffff@F@1[ @ =~V@h@~&@"@ 9lD0y3@T'`AW +ﹾ@! +FnF?c +Sy@Y@F@0vo@1Y'5@1^OFo@1LS@1RA@?@DƂ ߵQ@!A\o/@ +F?RJ@Y@F@1a1@2ʥU@2\vo@1.P@1ߙ҄@ ?ߙr# Dh@AX2z@ HlF?B@Y@F@1)H@2 # @28*o@1r:@1(?У +=px~E@;zAh5@@C{F?У +=p@F@2IL @/3`\@1aI:@-p6 @+h3?zG?rݐEr$@P~Aġ1a@VF?zG@F@$EUMo@#>@% D@#5!{/@"Oor?QR?2N0E +ɭ '@ÈؔA5DWL@>VldF?QR@F@#fE@"*@#m޴& @"(MAb6@!48@?l8`Dˋ@h@v{KcA^Z9@ HWpcF?`N@Y@F@1`;ߍ@14G@2$+^ @1 s@1'Kf?zG|NsFXT@ De]D^чg@A_xU@ 8GF?ZRD@Y@F@2@20+@2Jh'@1gx@1GZ?陙# sEbR/@5AY@aXcHF?雇c @F@&ǰĎ@%{+7@&TQ@$Fds~@#Dȳ@ ͿN)FdHa@7xA @,Q&F@9@F@4q@ 7Y@ +Ċ@ uv&@ }3?ffffff "V E7n3u@pAN| y@gF?,6@F@P'st@Ӕ)@`dx<@Q,@7}@ۓEʛ@ɦcmPAᬞ)k@"F@ |iu@F@1H"@@Y@|@K:??Ҩ@E1Z@` +sA}"@ZuF?ֿ@F@/%DŽ`T@+C~=@- \w@)y@(2^?GzP`FXT@333333mFF,֐9@٭TGANDE@joLCF@鳍a@F@ay@ I,S@ +e +@ .+@ +YC@zG͡" 4E>| @ǁ{A@D2@̉~F@ ( +@F@n@~L@TC@u@_r?p +=p:M <7FXT?ͿEE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V?zG?0+xE}$7D@ gA z`w@;F?zG@F@/d@eO;@6@=$^}@|5@ ?ԴΟPDi@]Y@لc? +=p ?E4zge@1gA+@6F? +=p +@F@'''9@Ӓ@o9@v|k@?GzH:6ujFXT@Ϳެ%@%1}@?4DI8x@Œ^PA[h_+(@ 'F?u!.@Y@F@1UO@1ϷsjZ@2h@1᥹@1 +r?\(¿?@1VuZ?zG|?^X +{dFXT? +=p ?^ENG9`@:AԶr@D{F? +=p +@F@,py[@([&@+X1D@'>%@%1}@?២X `FU@0@΋pA嗊Y.@ #F@D0@F@''%@ )ؽ@ k?h@,3@)l?񙙙?oz hE;ʓH/@ +oAի@,\F?񙙙@F@"q;>@"Ku5@"w?)t@!(]@! -]?GzH5FXT@333334?V~EI@ïѫ.Ag7@wF@333333@F@#8@@~@&@76xɔ@;? +=p ?ݐEb3@&m=Aȑ'~@,:F? +=p +@F@WV/B@z@>i@]Y@لc@?aJe,E柦URk@$SA3?K@d8e,F@@F@W@e'@z .i@A|@^ 旉0@ffffff? D5^@X`A_'P>@ CQB?F?ڐ@Y@F@0tˎ*7@1R!{@17'@1@@0q?zG|v*FXT?urڍ`E/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L?ffffff?9HEͷS!@nv1"sA +ޡ@C7ƯʑF?ffffff@F@^c2@yD@U @~s@T^\?\(ÿtX$E-@AwAf4:@Αg:MF?\(@F@1w@..@0~=@,YI̥@*m @ ͿqFk\@أKAFy6@KY^F@<@F@ "nS@|aL@ + J@h/X@D0z?=p +=?@iEeP@.۪A@%jw4F?@F@!^o@!n< @"P(j@!{@ }X@꫙htDҖWw@a. AXM @ dlF?DM@Y@F@0~!X@17z@14=n@1F@@1wd?(\)dEJҭв@ǔAd:@(țF?(\)@F@ u7@ F;;@ 6/n@ _[@r:?ffffffֹgf>EH2@ıqA=j"@ywF? b +'@F@C@7#z@)@?O@ 0a?fffffg?\+`ESJwL@b*~/A@DbTF?ftY@F@)(T5@'Mw@( +<@&?,@%c[?zG|?QNڇFXT@w~CDhbW@Ǵ{TAUC@!+GVF?h3@Y@F@0$1!E@1@@1%Q1@1 @1%u@ŭ"4DLC$@ :]A]n6@ mX:,F?xF@Y@F@1 @1n52m@1r@1t6@1\;~@^ATD"?{Q@pg9AU_1r%@!;iaF?C$@Y@F@05/@1@q@1zu@@1RE`@1-?ͿFgE.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)?Ϳ}7E(KM@s'PLAy RnL@<F?&@F@0?3@,C5@.ݺ}@*4ʈ+@(@?奩 +hDӓ*@œLiA^Dfw!@ XUF?Y5;O@Y@F@1$@1n@1O`Tf@1ui@1ZU p? +=p /$RNFXT?fffffflE>|~@A=ۆ@صu5F?ԝ{j@F@!E =@!rI@%0I@#)Z@"3?3333337tnHERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և?333334oE m@VDAmD\@s*$bF?Tʒ_u@F@! Cj-@ Gh@!K4q W@ o @ %Ȱ?\(ÿc8FE-@AwAf4:@Αg:MF?\(@F@1w@..@0~=@,YI̥@*m ?ffffff?_sdEs.@åʰ:fAMض6 ?@7T bwF?ffffff@F@ch@g4@x"@kg@}@A.@/IjqD +X@J7C7A_D'i@ 1ϮjMF? +D _@Y@F@2 H4@23) +@2ً@1@@1P*PS?333334ڈEBv@ʴ-mA4z@yF?3U,? +@F@,Bs@)@+ $P8@'_[6! @&!q@e|'D †8@kPrYzAW'!@!GߟF?9D@Y@F@0 l@1@1kF@1z@1*$-j?333333?JڠEBD@Z_OA٢i@@y?F?H֞@F@,pk@)X!;ڀ@+Թx@'$K@&?(\*?"xEtĤ@$HA 0,@"ЫF?(\)@F@2gKl@/l\@$@1y5@.C9%UO@, |??tX7E/Y@I̷Aߛ @s n!F?@F@ h@ LT@!?=TU@ \>6b@ +2hjK@ + +=p㏦E J@&dAo@;F@oƗ(@F@ @^@;OP@w`g@s?GzHֺp +mE/WY +E@Dv{ܣAJrJ@6۷F?GzH@F@"W@"N}@"Af@!O| @! 20;?p +=p?ha@FXT@?7Ewe@ĴKg_A^!@`jy7F@qc@F@R40 @O@x@!Njq(@6]l9?Q?vEC @As{@WF?Q@F@. aS@*RJ]@,0@(ģ5@&sg_A@Ϳ#ADŚm@&Aa #@*7TF? xF]@Y@F@/IWr@0xss@0|⻨z@0m;j@0s ?ffffff?GWHEwC`@{WqA1ʔ@UF?ffffff@F@ROO@|tlU@`@_B$@7rFA?QK֪Dd@NA4@6"=F?Q@F@8C@3߲r@5 @1o@-2@ffffff?&g! D5^@X`A_'P>@ CQB?F?ڐ@Y@F@0tˎ*7@1R!{@17'@1@@0q@ (3WF!(@Js A4 y@n'F@7r@F@ |~YE@;vG=@h8"Ȩ@hwky$@BM@ Dã}m<@()A_G3@ @GxFhF?她b@Y@F@1@A?p +=p?+@XFXT@?]Dд"6rh@+QAZY<)@ κZF?ꫴNP@Y@F@1Fon@1̡@1 fh@1gJj@1^??o6fxED m@XUAzC@#2F?@F@؈4@^֖l@n@QO; @F >C?333333?m;|@EDDg@=v΢AV!p4@*F?333333@F@^A{S@;;}@^J@/q@/"@]I?Q؀cVE[# ԛ@BŧA¨ @}F?Q@F@)j:>)]@&f!Z@(@%iG@$F{;??/pERNe@@A=K@ MŲFF?@F@̎@?>*ߩ@wKm0l@ uf@ώ3 @?NDд"6rh@+QAZY<)@ κZF?ꫴNP@Y@F@1Fon@1̡@1 fh@1gJj@1^@ffffff?&ݾ,D5^@X`A_'P>@ CQB?F?ڐ@Y@F@0tˎ*7@1R!{@17'@1@@0q?333333?Kp>6ERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և??9HE @@p/A%`@359MF?@F@4}@jcF@m@Yfa@>1/@ j'= BD( @#ߊWAWm8@! AF?^t)<@Y@F@0kfY@1m+zJ@1vI{^@1_@}B@1aa?Q@9mFXT@fffffg?B)E,Y&@]IZdA*-^]@xۗIF@Ӯh]@F@ˮ@X@U$)@SR@,,CK@?|BSEp +@șaSAi,f@GF@@F@ +tW-@_@Sa':@^Cp@!PhY?ffffff*q=FXT@ eDWkIT@DŗMA_C<.@ 0[?F?}3@Y@F@2 xr @23Jk8@2 +܎f@1mf@1@?p>Q|DӉ<@–8A^PKyM@ W0ewF?Ne@Y@F@1T@1d"@1ɿi:C@1uq@1Z=i\?DߋEKNtB@KO;A~uٍ@Ќ1F?hLt@F@@E7@1AT@1tI@1\_\o@?Ki4D[:R@1^A]]@ nBkF? +(w@Y@F@1 +Rj@13'@1t](@1t(@1\h@7W@-E.(_@ż6uXA:z@6#^F@lC@F@%.@5i@9@r7C@F@#JD̊v[@8釅AUmB@!2,XVKF?u g@Y@F@1rz1@@2 @2-2@1WJ@17c~?ffffffrE;K%@[A5EL@F?-Y@F@$W`ƭ@&vn@&E=Rg@& p@'afI??ASHE1H6@aVٝA*hA@Y8ڨF?@F@/#ܣ@+AÒ@-+@)b@(0~N??r`Eo-@y>ȍAȗa@;,!zF?||g@F@NhR@3W@y 2@Klp@ae@]y#Eʛ@Y{I6ApY@tLsF@ +nӡ$@F@hx@&cz%y@>eέ^@]ʦ@)vU@ffffff?I(7EG{@̘Q0A%j@Ǻ&oF@F!q@F@ @J/5@͜@|9@ND"?޸Q#h~E.W +@5|LA\c"@k ]!F?޸Q@F@/d@+)*w@.'y@*E(lH@(0-@ ?ywpDD|ly@ԪcEAX60@ m:F?I@Y@F@1`t@2 + W@29I@1C_@1\@?yѐDӓ*@œLiA^Dfw!@ XUF?Y5;O@Y@F@1$@1n@1O`Tf@1ui@1ZU p? +=p?5f/DWj@lA#/L@A8'?F? +=p@F@4Ʊ@1o߱@3Rh#%/@0@.\]?ffffff̕wޑ`FXT@?QWTDBV@lRAa.S5@m*oF?nY@Y@F@1]4?v@1|@1av̈́p@1RAN@1W2@?-` DC;@˯cDoAFU [@"FWF?>p@Y@F@1ç;@2+,@2ˆ? @2嵖@2K@̿" k F @ B@ CQB?F?ڐ@Y@F@0tˎ*7@1R!{@17'@1@@0q? +=pnl^oEUmRԨ@[> lY%A1K.@^f}YF? +=p@F@*ZK@'z )@)j@&Lᾳ@$'??Qfb|E'弑ߦ@g3DAg@؅_oF?@F@߾%@l+ƕ@Ҽ"[@c>r@O-?zG|?>E9O֑@i6CA܂B4 u@!KNtuF?@F@ Uς@ |b@ t 8@ B#d@nEߢO?խ2E*qD[@LoA o@/%[KF?OyV@F@79i@8!ق@~Ӧq@(40@+-U, ?޸Q?A87E.W +@5|LA\c"@k ]!F?޸Q@F@/d@+)*w@.'y@*E(lH@(0-?fF'E}$g @} UA'-c@lF?(EZ}$@F@#@"eA@#3@"K.@!|4?̿P=EA`\@5:A@IGF?A_E@F@Hw@=@I e@r@՝? +=p? aPE4y@/3Aī8`6@ԿJs$F? +=p@F@"~2@"b)@#% +m?c@!V!@!Sۨc%@zG|e6ΆEی|- ,@A(@AZئN@C&F@ @F@J(z@15c9 @lD?@SB(^H@S1M?Gz?p: PEh7l{@]vGApAZ@AF?Gz@F@%) @$9@&@$,QY@#GXO)]@&f!Z@(@%iG@$F{;@ ?p&yDIo@Z=AX1W~ggd@ dۑF?X@Y@F@1MB@2 +3@29t@1JK䧔@1zH.q?p +=p-W@FXT?Q}KQ޴|EC @As{@WF?Q@F@. aS@*RJ]@,0@(ģ5@&sg_A? +=p6cDWj@lA#/L@A8'?F? +=p@F@4Ʊ@1o߱@3Rh#%/@0@.\]@ *Dš\+;@(7^A`=|@ #lDiF?@Y@F@2nma@28C["@2])@1/KT@1I!˷%@?YDńrQU@a*^bATShM@!T8-uF?_{@Y@F@1h#@2JW i@2tz7@2, +@2@ Y@-Dǭ=E@ۆAaym@a]F?W @Y@F@1ĉ@1V@2Q'}@1 +XN@1xGS?Q쿟T$E[# ԛ@BŧA¨ @}F?Q@F@)j:>)]@&f!Z@(@%iG@$F{;??E#5@7iAa5@._F?@F@u0o@i]@p~hdG@oY}@??׮zGӆ${#uFXT?ffffff@9mFXT?zG.2E:@j`NAB.~h@(sF?qn7@@F@ (&*@eKә@$G@ZKp@mQ?fffffgqESOퟱ@eA;C@Y`y(F?g2@F@)(@'r@([vH@&>@%E@&UDوMD@3)]AXU2\D@ ]FFF?KHӮh@Y@F@0E5@1^:@1y@1u˞I^@@1o߬?p +=p?ۯJEّo@ŜiAX1@[SF?p +=q@F@(k7@B@z[@Je@yN@ ࡟;(Dߗv|@ǞXAWy*@ HF?bR@Y@F@0]*#@1gb@1t-\؛@1XD"@1X֏8?Q?\EW)@JK{Aa~@ۼ)%F?Q@F@&|@h@Oi@b@˥يx/?zG|c ׹E]u@ȻUAǜ +3@1YF?zG{@F@ b"1@ +/㩨@ g[R@0?e@H&? +=p#DWj@lA#/L@A8'?F? +=p@F@4Ʊ@1o߱@3Rh#%/@0@.\]??cJ?^E'弑ߦ@g3DAg@؅_oF?@F@߾%@l+ƕ@Ҽ"[@c>r@O-@?Õu5nDn>@HՏA[%LY@ MF?V. @Y@F@1Y*!@2]@2R^@1i;@1hIJ?ͿgaEE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V?ffffff;T9E@[@A|k87@#Ȕ +oF@ޘVz@F@k%R%@lE@Gf@N)@"?(\)?ԀɌEJҭв@ǔAd:@(țF?(\)@F@ u7@ F;;@ 6/n@ _[@r:?333333aЀEBD@ozAYQ@>&F?4ey@F@,A%@)FW臥@+ z@'i_@&t?=p +=<TFXT?ᙙ? +sE9MU@"fAg?8@-oi;IF?ᙙ@F@-s\_o@*.DE?@,`3@(Y@'e?p +=p?|sFXT? +=pjw=DWj@lA#/L@A8'?F? +=p@F@4Ʊ@1o߱@3Rh#%/@0@.\]?Q)E[# ԛ@BŧA¨ @}F?Q@F@)j:>)]@&f!Z@(@%iG@$F{;@\S—HD+4#@ AVA@!Ɋ @F?1P@Y@F@0B@1d@1Kk0@1rwۋ@1t*s]@Ϳ +^EEUkN@&FWAՆa4@`87{)F?M3H+@F@" i@$?@@$l87I@%:k{@%Rh@DD0@UAVky0UD@!j F?f@Y@F@06g@1.Es@1u|@1ud7@1w~M F? +=p ?"0Eb3@&m=Aȑ'~@,:F? +=p +@F@WV/B@z@>i@]Y@لc?ũ0Eb@duaAфIЀ@} ]F@h3*@F@tܝ@T>@@@6 J&@ +?Gz?' FXT?p +=p?ҼgFXT?陙?0?DEY%z@]XvA‹[@k +:F?陙@F@)X3 X@&zEX@(˾n<@%~6@$g;U?Q?|+}Ep"ِ@͗EAPb/@{jF?Q@F@%xd(1@$>@%0I@#)Z@"3@؟).]4Eq@yA峝A@0F@ E@F@Ik@3~T#@Qh:E@%V@KeJ?ͿTtpERNe@@A=K@ MŲFF?@F@̎@?>*ߩ@wKm0l@ uf@ώ3 ?p +=p[`ڭFXT?Gz?WuˀE@ @3)(A̚Is@|0F?$<@F@6Дݠ@V&@Si,@?r@5l`?񙙙?NV5eECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0@Dd@NA4@6"=F?Q@F@8C@3߲r@5 @1o@-2?QO(b~E[# ԛ@BŧA¨ @}F?Q@F@)j:>)]@&f!Z@(@%iG@$F{;?QR?NUiEJPh}y@+m$AxЮ@̰F?QR@F@1D@-^ -@0(\@+ +,~+@)Ap7?əxdEE,@}ÃAکm@21[@1d@i7@18L@?_YUDз@.wVAZSj@ ҄LF?pO4@Y@F@1F1V@1̖7h@1U9@1iOG@1T? +=p @9mFXT?񙙙?钛L$ECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0@ȩ]AWڤM@! F?]cA @Y@F@0W[E@1^B,@1e~@1R T@1Vg@@=[EXA@Q|%UAѢ6$@ܺ[F@.fI +5@F@:23yS@-N@=_@#/@mg@|臗!?GzH?ٮWEIj)@v2SA$-@h$F?qu"@F@"@"1ce,@"r?@!n,@!*^F܂?3333331P̝PEDDg@=v΢AV!p4@*F?333333@F@^A{S@;;}@^J@/q@/"@]I@W5EZZ7]@KGYA읔Ȋ[@@n4F@Yėt%@F@yUn@rEH'@uA@m>@\BA?ffffff?dH`FXT??TxEý0@i=gAӿ.2@3F?@F@~L@ <E(0s@ppAX9T@ +ʈG"F??>@F@w > @[ܼ@ue^e@q@QuuԻ?333333_A-ERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և?QR̩k"FXT?Ϳ 7hEE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V? +=p +ֲ7(#E;qn@_/AE?!W@,F? +=p +@F@!;v \K@ 9@!jiUNi@ 4@ :"?(\*M~EdETs@zAs4o@&F?(\)@F@'Vni@%k1@' ɇ@$ +Oz@#l ;?=p +=?p|`xE7@0A]A96#+@ nLF?=p +=@F@!mC@!bF@!n  @! a˴1@ >@ gÝN@2 +kN,@2;BmZlk@1^ @1#P?zG|@9mFXT?zG? +,Er$@P~Aġ1a@VF?zG@F@$EUMo@#>@% D@#5!{/@"Oor? E/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L@?|38EONf@ 'a;AʹӪe{@*XF@u6*@F@:\zD@M_@j2@k@*nw??ȃ00E5ZÌ@C1 Aħf,o@ٳ8F?@F@"=l@"\&@#~3 @!׫\x@!P//tT?Q? .E5'&@þ:A;@v//t@F@+?!G@.?ul@-6@.wh@. ߬?č-4ـEu2 k@WjARX:@hF@@F@Hϔ+sI@,@ĺ~@deLl@ޕ}V@reD֊@1bAX9'Rh@ mܯF? e@Y@F@0ҽB@1tw@\@1S[@1c 3@1`g?fffffff]ǂFXT@ c6DΙ-2@(A_@ DS3sF?Ѿ[5(E"Z>0@]$AK@dguF@ ֶ[@F@ԄJI@#e@pB@$_#@.}q?ͿJ֧EgJD<@EoAе2@ԠB9AF?޶9 @F@"\ig@"S=@#u/@!,&@!G qoY??_E/Y@I̷Aߛ @s n!F?@F@ h@ LT@!?=TU@ \>6b@ +2hjK@ffffffStD~æ@@3AA_Qpki@ ?TęBF?*\@Y@F@0v{M@1R\ʬ@18Q⎝@1"kr@0O4~z@?EE柦URk@ ZYUA;]@d.F@;:i@F@U@xT@xS@!@\j`)@zG|?μ1(E^Xx/c@Ǟ]A<.K@0;F@̒@F@G(y-@i++@q@Xw@sy?񙙙?ؗ"?ECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0i@]Y@لc?333333?R0ERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և?QRnEm]w@":`AѝَПW@^F@bM@F@ +(D@[Uk N@Y@ 9N@'!?񙙙0 =Ef6K@Gs2A1n@F?}@F@"ĵ*@!3n&@"s!+%{@!bÓ$@ J@\DΎs*X@d"JA\_|n@ @"0F?@@Y@F@1@2*@2˛@2I@2E@GzH?N˽E/V^4A@|/5A)@<)QoF@GzH@F@81@xĨ@4U@<@@ +=p ?eVcEi‰@/'΃A/ @^RYϣF@ +=p +@F@)<0@?g@+;@hIx*8@ɍj؛U@?$-D4% @Bb4rAGy@@"O/uF?uMU@Y@F@1V@23f@2U@2a|@2ѻ:?\(@9mFXT@Ϳ[[E%. @ _NAu0=@XFF?C\@F@#o @%@%?}S@% @&g @333333?FsEѺعw@_lLA̫s5@%y-F@333333@F@lvy@mK7h@ܓ@kݼ@4??`EE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V@O~D;@>PAX|@ "F?f:@Y@F@0Ъ=@1M'@1IpZ@1pͻS@1k:!F)??dE9c]@+A@@5Kv1ZF?@F@#'|@@K@N{@'S@?5+"EONf@$!Aʩv^N}@*fYF@@F@; @`@l$}W@~P@.?v@ȏ? ED5@׸j.Bϛ%@iF@@F@6x@H@0@!ү@ ek#?zGe/fƣ FXT@ ? IDh@AX2z@ HlF?B@Y@F@1)H@2 # @28*o@1r:@1(@q{"@EZZ7]@o~n;ZAo)3@HWF@F@F@ 9#`@@=\@q7@.`?Ϳ w@EE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V@&fF(c!䰼@|4X{VA 볆@W5-F@u}@F@T,@/ y@S +@GM@ ZxM?QRŌoUxEgwfF@Au@ CQB?F?ڐ@Y@F@0tˎ*7@1R!{@17'@1@@0q@?粉xDs +E@iPPtA`!@ pH F?^ s@Y@F@/;a@0w G@0y ,@0nH +@0wWI@?8\@D[GR@T-֗A]]ڞ@ oҽF?2I@Y@F@1A<@12hKx@1r<@1t@1\hׄ,?fffffflFXT@zG|׉ȅ(E'e@CA^c@H|IF@ +N@F@e,@b5@ŗ3@'}@vRh]?QR?>T$EJPh}y@+m$AxЮ@̰F?QR@F@1D@-^ -@0(\@+ +,~+@)Ap7@OD_@ FAYDC@ AuF? H@Y@F@0".%@1] mj@1ߗ_@1vx@1j&T? +=p +@9mFXT?? ظĈEE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V@fffffg?z곣 +E,Y&@iA.]@y%[AF@ffffff@F@!~[[@K@ P @ռ j@18z@"DՆcq,@YW,AX( Z]B@  F?3H+@Y@F@1]f@17@13K@1jVo@1 e?Q?+,Dd@NA4@6"=F?Q@F@8C@3߲r@5 @1o@-2@?.8xD˗8@ÞCAV*)@!`F?jj%@Y@F@1{@2 ϳ@21b(@1ڥ@1W'??EK9lEf&@oH!AFG@eZF?@F@ֶ%@^,@,@5l@tb@\(?ޛitE_`2}@{ŃNA˂l)J/@)j,?F@Jͯ@F@wòpa@.m!M@s['@T*L)@`q Z@ 333333?46$EJY&f@vAbݝ@5F@\ $@F@ U<@.ӹ@Ur@;@8Oe?\(?XR/E`@'ADa/@# F?\(@F@43ɖ@?ۙ@bN *]@iB2@(A/?333333? +2EOKgb@ʍ?A=\;@8%F?333333@F@!#Z@!0Zy8@!&H*@ ޡ@ rrb@;x@D׊.}N)@ŎAXk(@ 3 F?eh@Y@F@0@1`b@1'@1~G@1uZC@ ?ҔlDh@AX2z@ HlF?B@Y@F@1)H@2 # @28*o@1r:@1(@^淹DN=@ WَA]k' @ m_pF?{@Y@F@1p\@1c@1Fj(@1t`(@1\D]@?LnlDзē[@. vAZS4g@ mF?걅H@Y@F@1F$@1̕T@1@4F?zG@F@{1@%j(P@8rb@a@:G? +=p ?ILu0E4zge@1gA+@6F? +=p +@F@'''9@Ӓ@o9@v|k@?޸Q5 E.W +@5|LA\c"@k ]!F?޸Q@F@/d@+)*w@.'y@*E(lH@(0-?p +=p?q\FXT?У +=p+8CE@;zAh5@@C{F?У +=p@F@2IL @/3`\@1aI:@-p6 @+h3? +=p %FXT?GzHjjD^Ia@X.V#AtO@ntF?GzH@F@8OK2@3@60_l@27/@-r:|ޜ?Q6cDd@NA4@6"=F?Q@F@8C@3߲r@5 @1o@-2@Ϳ `sgLE!Jky@?ށA)@DF@xy@F@ƍr4Њ@άZG@"0@ IL@#i@?Y lEGI*e @D^V0Ạ|&'@8CܝF@@F@,4~@Gx;@ۈ J@tү+[@ࠂK? +=p ?$'0ENG9`@:AԶr@D{F? +=p +@F@,py[@([&@+X1D@'>%@%1}?\(?sFD\Ep]/@ `A3'4@5S0 F?\(@F@"Nr{@!]&@"nX@!j#&@!V+``?zG|BNFXT??@HE[$ݣ@WAqu;@h:F?_j@F@cD-W@5n}7Hu@]9@/^W@)+ ?? uE /1O@Ň*AwL@'F?@F@mT{@= k@mI@S'@SVv?\(ÿ5StE`@'ADa/@# F?\(@F@43ɖ@?ۙ@bN *]@iB2@(A/?t*ExVs:@;tz +A'@#IoF?R@F@RՕb@ L@DĪZSk@d&F@%S? +=p 5FXT?zG|7:mFXT?(\*?'"EtĤ@$HA 0,@"ЫF?(\)@F@2gKl@/l\@$@1y5@.C9%UO@, |? +=p &DGR@:bAN.3@tF? +=p +@F@8Y@3X@5@1A _b@,N-'=}@333333?K{EѺeg@CzA=V@%!zF@~E| @F@g+Ѫ@b@󦥈@][1@%"?GzHW}A8FXT?p +=p@gFXT?333333;Q:rEBv@~A$!@WF?yP@F@,CȷG@) wJ^@+(il@'>-\@& ?3333331Ej@[5As0@(a3QF?333333@F@ 7kW@ VC@! L@ QKy@oS?GzH?<6D^Ia@X.V#AtO@ntF?GzH@F@8OK2@3@60_l@27/@-r:|ޜ?(\)?bEuձ@WA=?Un@ݩF?(\)@F@ %l@ Yq@ Ĉ@ "OP@C@?HXU0EskZe@a1WUA8^Q@[pF@d'@F@9@gk;@8 s@v=TcD@s?zG||+ FXT@ g~Eh!~@̒cA؊~u@#iZF@}7X[@F@&vG@./@#9B@`6AL@׶l@ffffff?,9(D5^@X`A_'P>@ CQB?F?ڐ@Y@F@0tˎ*7@1R!{@17'@1@@0q@rVDد`?!@;ƦFAaM@'F?jfB@Y@F@01\@1P~6K@1P@1,E@1$]?(\*76EtĤ@$HA 0,@"ЫF?(\)@F@2gKl@/l\@$@1y5@.C9%UO@, |@"&h`$E}@OnAgZ@jF@k0M@F@@ .*@CuW@Ɇ[̸@c/?񙙙ԁECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0ִ@,dl@wLH%@R9?333333o, +@Ej@[5As0@(a3QF?333333@F@ 7kW@ VC@! L@ QKy@oS@\(?XzE_`2}@\A`A˵Tbg@)"~ ZF@8@F@si@$2L[s@Bf*@J_@~w?Ϳ^c E_._@I` A.O@nsF?@F@6&$S9@1u@3ѹà~@0i E@++" +d3q?zG|?BFXT?Gz@9mFXT??. +̰EE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V?\(ÿX,E-@AwAf4:@Αg:MF?\(@F@1w@..@0~=@,YI̥@*m ?Q?ӪEW)@JK{Aa~@ۼ)%F?Q@F@&|@h@Oi@b@˥يx/@\Du2m@`]{oAUNԌ$z@!=GomF?VH@Y@F@0A3@1`Y@1*@1 +r@1D2??rl)|q E'弑ߦ@g3DAg@؅_oF?@F@߾%@l+ƕ@Ҽ"[@c>r@O-@P'8D*@/ .AX"C@ ,inF?l-@Y@F@0(b@1O@15彨@1oE0 @1iHY? +=pئHAlE4@+O1AĤ<@wF? +=p@F@"ߔ@"ej@#(/yr9S@!{&@!V:k@?]E柦URk@$SA3?K@d8e,F@@F@W@e'@z .i@A|@^ 旉0?Ϳ4ȒE.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)? +=p +? J|E;qn@_/AE?!W@,F? +=p +@F@!;v \K@ 9@!jiUNi@ 4@ :"? +=p +?@Č@E;qn@_/AE?!W@,F? +=p +@F@!;v \K@ 9@!jiUNi@ 4@ :"?QRI>pFXT@̿鰐-HFIIgq@ׁ5Al˭ΨL@ "rF@l;Oag#@F@2Z@ Ͱw@ F@ :@Fܙ|? +=p ?_޺D6So?C@@< kA7@@F? +=p +@F@~L?ffffff'UHF,Ez2;@,= A@CF@킺Z@F@Z@6_Pk@b8@Ᏹ<@u&z=/@?O9DΓ+ @S A\~S@ :~F?iDg8~@Y@F@1cQ@1y@2 ++G@1e\@1΋w@/͚D @ ceASo/1@!i9]-F? +|Zr@Y@F@0HfN@1w@1O@1 GV@1~~ ?Ϳv@MDE^ZE@;wymAhM %@(uKF?@F@ Su A@qho +5@ nJp@(y,@ԻR@ ?Ód'Dƭ@Y&=+A["@ yؙiF?$tS@Y@F@1@2ud +@2Z 1@1뼸\u +@15N?QRݫ] ElJf@Q AȔdO@ ZF?QR@F@0@ q*@$Kg@ h<@a +KR@ͿE:%ۗ@+O5Ai]C@8(F? +/@F@" H@%8*G@$%d@%lݰ@%np +?p +=p?NhFXT?\(\{1/E_6\#@GA4@,+F@m6@F@*)~)@1@G@L0@Lh֠@ڢ +@aDHjs@ƪng1AVJ%@!!*YF?5?|h@Y@F@0`@Li@1q"]8@1@1)cɍ@1y%?ᙙOIL@E/Il@u؂A.:@OF?ᙙ@F@2?#@-SMkW@0 $@+ULz@(4" @ ?SDQw(U6@KDZAY0@+@  #mF?h3*@Y@F@1x5@2 @2@=m@1-$@1ʺ(?Gz?+kFXT?Q^83ʼnXE5'&@þ:A;@vVldF?QR@F@#fE@"*@#m޴& @"(MAb6@!48?ffffff?* XEͷS!@nv1"sA +ޡ@C7ƯʑF?ffffff@F@^c2@yD@U @~s@T^\?QR:^H\E2_@0Aߜ@Q=ƻF?QR@F@.,4@+ +dZwW@-gկ +@)\6@(#q'? +=p 'f(#Ez@P]0$A£Vm@T6jF? +=p +@F@3-ͤ@0vJ@2e@/@%0I@#)Z@"3?Q?ʙtPE)(ֲ~2@ ̺AƬ^@tX]]F?Q@F@!_8ic@! +On@!,@ n@ SӐJ?XڑS(E3`@ 24.ABCL@UF?@F@㡔}@@ҍE쨹}?@8PAG[*@ &VIF@ +ffffff@F@xs@d/k{&@̂G@gN@47+a@ ?E̻+@?6Ay!Q@jF@ E@F@w@:Ei@x@sZBM@yW[?QԮvs(Dd@NA4@6"=F?Q@F@8C@3߲r@5 @1o@-2?vBE"L@]Ct-A숔 +@Ԟ:F?84@F@`ɢ@#fp|@K'@4@@)$BDf{s!i@+6XA\=|@ ~LF?th@Y@F@1S@2OBr@2^$@15;@1gl?=p +>?^ҘEǾZ"@"AԔj;@y肽F?=p +=@F@@|:@g@gQ@ħ?QRfh@E +ɭ '@ÈؔA5DWL@>VldF?QR@F@#fE@"*@#m޴& @"(MAb6@!48@ADŒar|@X>x:=A] hσ@ t,F?͉.@Y@F@1N@2:@2ht@1@f(@1x<(??{1Ep>+S@c|vArI@+N GF?@F@$H x@$)c]@%?}SO@#@"3 ?=p +=FFXT@,)tElZɺ@CAI.t@geF?@F@$C@$L:@$ؔ4om@$fB`@#þՃ?GzHn/YNvFXT??[a5Ep>+S@czAr#*%@+K8F?yZ@F@$W)E9A@$)jJb\@%?\mS@# w>@"5$@ffffffoJxD@?BZc@Y@F@2 Eg@24M$6@2wZ0@1@1.? +=p :3pE4zge@1gA+@6F? +=p +@F@'''9@Ӓ@o9@v|k@?Q@9mFXT?zG{?LRfE/@4AF@=OY F?zG{@F@qw=@4@=FX@2@2[@b:E}@bA ;@ZZF@HT]@F@5@߯t!@JfW/@Ѣv @̸]@ ?3F`D$X6@{'A\x@z@ I F?hJ@Y@F@1Ȝ[@2⬉@2a9@1G<@1:p@ffffff?$YrH2D5^@X`A_'P>@ CQB?F?ڐ@Y@F@0tˎ*7@1R!{@17'@1@@0q?ٙfE!bl@u3CA2UY@~L@3(EP]!s@rςAb@Ѭ_F@\(@F@!3Kb@n]#@lϗ~@?{$=@*}b?GzH?%-FXT?񙙙r(UrECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0F?n~@F@;Ӫ@.@1.@J7@R3@?B&DdCbM@Ϫ1A`IL @  >F?c @Y@F@/;;<S@0wx@0yP@0n O@0w 7Ś@ orh#DQA@A`f5~Qy7@ QbF?6P%@Y@F@1-˗G@1L9@2<]@1nqV@1%n@ 3BDǜ@&@ΕXbAa'^@!FF?@x@Y@F@1F@1XA@2RM@1Ł_@1;[:j?333333@9mFXT?\(ÿ%0pE~f+N@2M[Ar-S@OA F?򻫧 @F@"SYР @!є:f@"&gzG@!j`VC@ +@ ?֛77D83/@TAY:(@ TUF?\>@Y@F@1D:@2 \׃<@2D%@1F@1ȧpϲ?ͿlV >Ex ])j9@#ՒA"5R@lF?;T@F@"ɤê@"V1@#7^a@!2 @!!gf@?FqDpW6@'-n`AUwU@!/9(׫F?X' @Y@F@1sh_Ϫ@2 *@2-vbH.@1A8x@1k.I@zG?ijYE7%h%@hߢfAq@syBF@zG@F@qW=Y@os@z @4@! X?GzH+_FXT@ ? pFJ@m@7A]q]T@G3F@ @F@ +6@q;@@Hc@ _@ ?eWdDh@AX2z@ HlF?B@Y@F@1)H@2 # @28*o@1r:@1(@Dēb@1{A^9O @ YF?SeX@Y@F@1}ǁ@2%7f%@2vᬥ@1gE@1Ο?=p +=x3FXT?GzG-xcdE<@~ Aɳ2n5 @ҍF?r@F@ DT@a䒃H@ P@s@2??E/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L??# E1hʑ@3J=AD/̃@esdF?@F@a0@Zv@ R[@Mope@=Lљ?Q@9mFXT?\([@9mFXT@ +ʠD7F'+@ %A-?$@F4-F@?]|@F@ SY@ lGQ@ `r@$s@U_n?zG|? E@ &@.sA7HU7@F?zG{@F@/^#?@*@-$X0@(&@&;B?Q?ըEv@@:ɟ1AQM@`F?Q@F@!mS@!&0@".@!/BB@ ~o`p? +=p ?ECEz@P]0$A£Vm@T6jF? +=p +@F@3-ͤ@0vJ@2e@/@Q>F@2@F@%]U@oyZ@~Y#@"@Zn +s?Qʋ@E{ @Gc%A󯴞\@0AmF?Q@F@!1&@!RJo>9@"6kZ @!6b@ b|? +=p ?Ҍ${xD6So?C@@< kA7@@F? +=p +@F@SF@+&@F@)ڼ@X@@N L@3_g@)}?fffffg[@]EdY«@X"AXj/N@ȅa|F?fu>@F@1_>@-1n@0j.@,_yC+@*O;@uE@ ꒵_ND @{8zAW:? @ dUIF?Uhƒ@Y@F@0T@1js@1w5@1Z֏@1ZE?zG?ʥŠE?\z@i>Aǎ{Gvb@" +F?.@F@%%;֖@$M9@oQ@pqR@2I?ffffff?ē8FXT?JԮE/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L@?6!EgC2@Ĥs۩UY@ZbbDoz ,n@pAWR@ f߹F?b8'A:@1 +@1B?GzH?P,EIj)@.NAط@uX ƮF?GzH@F@"7fd@"/¢6@"Ys?@!k@!/o?ᙙ@9mFXT?FXT@?ԼDӉt ed@–6A^PO@^@ WG`]F?旍O;d@Y@F@1SJ@1ؠ AY@1ɼD@1uv ]@1Z= @``DSh@fۄWAWϭ*F@ vF?v ׈@Y@F@1 "@14sL@1ʷ@1˲w4I@1"-?zG|?$mxpFXT?QR?S{\EJPh}y@+m$AxЮ@̰F?QR@F@1D@-^ -@0(\@+ +,~+@)Ap7?陙R +0dEb̗@zA!t@o_F?u +;5@F@' I@%8Du@']z+@$̄@#.@ ?wMʕ@DM,@6FՔA]kI @ muF?{z@@Y@F@1ؒzJ@2h@2l)+@1O&(@160 ?Q뿸fh@Ev@@:ɟ1AQM@`F?Q@F@!mS@!&0@".@!/BB@ ~o`p?QJ6/8EC @As{@WF?Q@F@. aS@*RJ]@,0@(ģ5@&sg_A?zG|?i\BD*'j@^AScUt@xyF?zG{@F@3zI@0Co@2pfaV5@/6@-}Ĭ??(\*8ب,@0ȥ?ڨjJɰE;h'@ MQ]Ar_F@@HKF@lcE@F@ [-@p.@)e0@@whdٟ?ffffff?R(lEͷS!@nv1"sA +ޡ@C7ƯʑF?ffffff@F@^c2@yD@U @~s@T^\? +=p S7[D6So?C@@< kA7@@F? +=p +@F@*ߩ@wKm0l@ uf@ώ3 ? +=p 7t &FXT@333334GH +E~[V@ơgAo@HjeͦF@K@F@צVh@-&I~@Jx@G^@o"?=p +=?9xE{]@aG,gAʑũ @CF?=p +=@F@AkdHU@T]Ԥi@y@omvqH@<?(\*?o-D୍_J5@IDAtAӂc@"#~F?(\)@F@5@2c2F@48@1l)T].@/K?zG{?Ae 3xE/@4AF@=OY F?zG{@F@qw=@4@=FX@2@2[@ dU*Dܙ2s@{RyxAWo=@! uF?e@Y@F@0]#@1bl@1(@1q3#.@1qe-?\(?xE )t# @P%nqANQ'@[7sSF?\(@F@0'^o@-X48?A@0@+LL~O@)͹3K@Ϳᠪ3%E2[`k@XǭA#ь@Sdp_F?֫6z@F@"1 {@%Z@$@%7a@%oo?Q? `E)(ֲ~2@ ̺AƬ^@tX]]F?Q@F@!_8ic@! +On@!,@ n@ SӐJ@쭽ADbq3G1@&}0BAVr@!zF?Wx-8@Y@F@0]Z@11@1+@1l::@1B1? +=p ?EpFXT@?<@nEGpl@ʄHoA3@' CF@ EN@F@C@}A+@EfTݿ@Jvy@Cp'@w1E\D@(& +A2xX@'nF@Y>_@F@"V@X@ǹ~@]O +@7]@ +ffffffᨖ%'F7@AAD@ANwF@[vh<@F@ T>FI@!5@do@E@Y'N?=p +=?҃OFXT?QRm? +NE +ɭ '@ÈؔA5DWL@>VldF?QR@F@#fE@"*@#m޴& @"(MAb6@!48?333333GEj7@T A觐@{uF?8إH$@F@!)S4@ 琂@!iu1@ |Jӛ@ [?333333|/JERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և?GzH׀E-ĸY@X.j AxE&@* cUF?GzH@F@2nV*@.@0<@,kU@(Bd6@YPDPqv@ 7*A]j 0@ mΜ2tF?}OB@Y@F@1~j@1]r@1 +@1tiLF@1\H`6DŽ?Qm[MFXT?ᙙ?@E9MU@"fAg?8@-on̖F?ᙙI~@F@-s\2@*.D@,`3͐`@(쾰US@'ep?333333?EBD@ʴ-mA[1؈@!:F?333333@F@,]-@)-@+ / @'rb@& )x@fffffgs_E/aƉ@4_APmI@9AmF@+8@F@d@ ;mb@<&@ Q[@0?(\*:LD୍_J5@IDAtAӂc@"#~F?(\)@F@5@2c2F@48@1l)T].@/K?Q?IE[# ԛ@BŧA¨ @}F?Q@F@)j:>)]@&f!Z@(@%iG@$F{;?333333Яn ERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և?zG|E@ &@.sA7HU7@F?zG{@F@/^#?@*@-$X0@(&@&;B?Ϳr+ʯE.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)@ + +=p?^تEG@̟łA_$y3@ 9w#$F?`:@Y@F@2,7@2/Xm@2a{@1DԫQ@1Bf +@p +=q?xREފTޘ@xH{ +A£+@ic9{F@p +=q@F@oQU&0@X*+@m9M@ @NnPG3?Q?`E)(ֲ~2@ ̺AƬ^@tX]]F?Q@F@!_8ic@! +On@!,@ n@ SӐJ??fE[+|@J0eAFUH@~DF?@F@'3[@&>0(d%@'o@%toqf@$dm@ ,vDxl.'@ ִhAW +<S@! 3࣒F?bb˧2@Y@F@0(fk@1pot`@1z{D@1b*1@1di:@E:D3@=$ +A[~$q_=@ ]'F?wFze@Y@F@1U>YPH@1ϳ\ed@2b@1Z@1/?Gz :FXT@̿W~kF @d^&4A&,&a@ZF@;66@F@ #/@{uj@ ]ɽ@mk:1@7;r?`QEzk >@aΝ +hAL4}x-@MMϑF?&#@F@$3.H@#"ƚ=@$b7@"y F{@!a???耶.E{z{Z@;UGA~kFS@XBF?@F@#fڐe@"* b@#խ)@"zMl@!͟Dʢ@?dPELV@[B,ȭ)e@6F@@F@ +^|"@=L̷@Wt@t@ R}?\(?*uD\+E@+A <,@eJa6zF?\(@F@3iz@0RD@2:8Brj@/);@--} +c?QRsLpEX@9AK@E^F?QR@F@2=@0P(O2@1΋@.1H@,x,Q@ ?h\hVFK|p@w^.JA?{@/WF@h@F@ j1@-1q$@!Xb@Zd%@iA?ffffff'`mPE9:o@˧ԸA9a@ztנF?J!@F@@n@@A4?H0@-LYD[?Q}+qEwOl9M@|A}e@+y&aF@nTqq\@F@bX@X=~F@?@j&&@Hne?GzGQOgEby@=wAVߩ@ԇF@+8@F@ ogɂ@] <@ ##@㩹u&@Ep?GzH?…BlE/WY +E@Dv{ܣAJrJ@6۷F?GzH@F@"W@"N}@"Af@!O| @! 20;?\(?WjEp]/@ `A3'4@5S0 F?\(@F@"Nr{@!]&@"nX@!j#&@!V+``@;k#/Dֹ؎IA@őhxAXR/t|@ 蘡?'F?l@Y@F@0@1)@1"+r@1>@15J-??ᷠ_E.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)@Rc,D*=?Ε@ŕ&#AX0@ #@F?묆h@Y@F@0|U@1Ͷ@1rh@1`'@1zk?zG@9mFXT@!8^2DےX+@ǔAVh<<@!c}rF?wFz@Y@F@00T@1 @1@1}QNU@1}??GzHoFXT?Qt*EEҽ@ɛ A"h@F?Q@F@!bUk%T@! +@"/6{@!1:T @ Ŏ ?ffffff?̵M{Es.@åʰ:fAMض6 ?@7T bwF?ffffff@F@ch@g4@x"@kg@}@A.@GzH?۫E/V^4A@Njf]9 A{׭ݵ@Ge+nF@s@F@~VEF@2@ż@-:W@Q ?333334?H"7 EYƚ@KuilA\%@˛F?ѽa^@F@!%RiU@ f,Z9@!W F2@ *}@ # +A?zG|x=E]u@ȻUAǜ +3@1YF?zG{@F@ b"1@ +/㩨@ g[R@0?e@H&@?OvSDзē[@. vAZS4g@ mF?걅H@Y@F@1F$@1̕T@1sP@ r#/F?穼K@Y@F@1_)e@2bz@2i,9,I@1R@1\yI? +=p eBRO~DGR@:bAN.3@tF? +=p +@F@8Y@3X@5@1A _b@,N-'=}?\(?EH D\+E@+A <,@eJa6zF?\(@F@3iz@0RD@2:8Brj@/);@--} +c@̿7 F @;YIoA`Sg@ŐF@D _@F@  c!@e?@ D +^@`,@ZCqC@UtDoi@nuAYnW@ u? F?n.3@Y@F@1wJ@1X@1 OxF?cEkD@F@#Yy@"V@#U@"Q*I@!U? +=p L7Ez@P]0$A£Vm@T6jF? +=p +@F@3-ͤ@0vJ@2e@/x݀Է@1ɠ@0'e?ٙj-llE!5++@^(NAË7@#F?s+q@F@0侺R@-2@/46@+'o@){\B?(\**zEdETs@zAs4o@&F?(\)@F@'Vni@%k1@' ɇ@$ +Oz@#l ;@s0pTD("!L@;IMA_>@ AF?>lLYu@Y@F@1{X;@1Cv&2@2(@12s@1 Wʔ??J ]@E /1O@`A$빉3@* -F?7y @F@h;1F@,m>@O4@B3@p#?xlE/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L?? *E|e@ dZfARMk@#IF?q?@F@#O^_ A@"{8~~@#[@"[/@!> evn@?俐D8DI8x@Œ^PA[h_+(@ 'F?u!.@Y@F@1UO@1ϷsjZ@2h@1᥹@1 +r@ uJDk;b@HkAWYo@! o]F?Zx_@Y@F@0,@1iE@1qhn@@1[MH@1^Mu?GzH@9mFXT?fffffg?ERނ`B@ AU@H|dF?ffffff@F@ Uy @l h@e@:t{b3@Vx??LE.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)?=p +=زvž|EЇpbu|/A_T 1y@ ?CiF?R~@Y@F@0v@1h@18r@1# _@0G@ MXVBDv^@Ȇj/ AVe"&M@!y?mF?#ᆘ5@Y@F@0,X@1rh@1z1Q@1e[2R@1iV?Q@9mFXT?=p +=?.%?FXT?=p +>?7EǾZ"@"AԔj;@y肽F?=p +=@F@@|:@g@gQ@ħ?񙙙?ECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0K@F@!e7@!0\b=@!0f]@ ۅ^7@ k 27?ͿE"E.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)?񙙙?$n@F@"j@"Nʽ@#cr@"%D@!eU Q? +=p ?ųGv`Ez@P]0$A£Vm@T6jF? +=p +@F@3-ͤ@0vJ@2e@/@% D@#5!{/@"Oor@?T~}hDs +E@iPPtA`!@ pH F?^ s@Y@F@/;a@0w G@0y ,@0nH +@0wWI@p +=q??(EފTޘ@wttAoe!@i*F@q0ߛj@F@o`@U4"@ma!e@ >@NgsV? +=p 潱0E4zge@1gA+@6F? +=p +@F@'''9@Ӓ@o9@v|k@?zG9@Er$@P~Aġ1a@VF?zG@F@$EUMo@#>@% D@#5!{/@"Oor?Q?0FE3@-77Aȯ^\s@@6`F? <>t@F@&n[Ū@zPN@4@9@(ֿB?Q{єE5'&@þ:A;@vD]E@& 3kd@flw0@??qvPEý0@i=gAӿ.2@3F?@F@~L?ffffff?R\~E>|~@ تAR@ǐLS9F?vE@F@!@!nNNy@" FBA!@!iCЬ@ 6d?ffffff?oEͷS!@nv1"sA +ޡ@C7ƯʑF?ffffff@F@^c2@yD@U @~s@T^\?Q쿰G[ٿE5'&@þ:A;@v~L?333333?N.AEj@[5As0@(a3QF?333333@F@ 7kW@ VC@! L@ QKy@oS??=zD'Ez:+9e.@=ʊA<,V`@9!NF?@F@# N5@#dB@#CE@"&@!^R?陙@9mFXT?zG|CElfc@A]A+%A@ک"wF?zG{@F@1@._Yj@0vZ@,$L|@*C@?I2opDзӶB@.AZS*6@ W6F?걚A_E@Y@F@1FÆ@1̖.b@1%8@1i@11Si ?Q?NI8E2:>+@dsAZ۠T@+ F?m@F@vؙ@U@|@O$@@ޒ!P&@Ϳ>|F"[n@ІI+šAG(@f1ʋAF@A3l @F@ H@ 7[;O@V0`@ AB@ +??:~ngE/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L@?A{<Dw e@,UpAa M@ +"F?e%1@Y@F@/H @0x3@0|=@0mu%@0sm@ ͿeڜFdHa@ +äA<̓@`[|F@P"x@F@ ޗ6@#Ǡm@ 5AHF~@p5}@,<Ж?:F6E#fos@}AҗZ@tJF@`,@F@ 6w _@.:@Xl@Fig@K.l?333334?~$-Eoy@vj&_AvЧ@Ś5F?333333@F@1R${@.;c4@0 ˬ@-5\@*;@ͿEzM@W9#b=AMu#=@LC7F?\|ؘ@F@"w& @$QT@$J0@$dɑ@%ta@333333˷ 0F,֐9@PAO*@wHF@#8@F@FsQ@ +V|>@ Ӎ@ v@ l-ljW?Q?}8Ep"ِ@͗EAPb/@{jF?Q@F@%xd(1@$>@%0I@#)Z@"3?GzHog=D^Ia@X.V#AtO@ntF?GzH@F@8OK2@3@60_l@27/@-r:|ޜ?\(@9mFXT@̿F @C>҂A1f\@}aV,F@=ݹ@F@DH5@ t\@ ң@ NV@mK@?Q WE箁럌@_ֻB_i@7F@@F@@6@J|&s@]й@ z@ ˣӞ^?333333@9mFXT?Q Eʦ@ŮXg*A1EH@$ڄbfF@8\g*@F@G`Jc0@#rؐs@1;@:޻-@mџ^?.0E/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L?zGQ/nG,FXT?Q?| xEC @As{@WF?Q@F@. aS@*RJ]@,0@(ģ5@&sg_A?QR?@ 2PElJf@Q AȔdO@ ZF?QR@F@0@ q*@$Kg@ h<@a +KR@GzH?LE,E/V^4A@|/5A)@<)QoF@GzH@F@81@xĨ@4U@<@? +=p 8!0D6So?C@@< kA7@@F? +=p +@F@"@>ddF?@F@TsI|@R~t@J!W@c@/d%@ olBlDoW:@*{qA`L5 +@ -mfF?l@Y@F@2 { 1f@24dW@2?{ +@1%,@17?\(?ក EGΰQ@_!Aګ +Wm@"F?\(@F@.B#@)B@,E^u@( IO{@&<I@ ?V\>Ef5@Ij)CA/e(@M`F@ ewS@F@ &ې@<#@OR@\3Kt@&0=?QESEC @As{@WF?Q@F@. aS@*RJ]@,0@(ģ5@&sg_A? +=p &PDGR@:bAN.3@tF? +=p +@F@8Y@3X@5@1A _b@,N-'=}@E/DTĝc@Ķ۫,d.AY҇_@ ǭEF??@Y@F@1<`@1G@1[@1~@1z_3@ ?JFDQ*o6.@K.dtAY0@ w#F?Pܜ@Y@F@1{ n@2 7@2@ZX@1݇^@1ʹ#}C?ͿSFXT@ Ϳ֠FeY HF%d)|@K&Ao@Ey@c~6F@qs.@F@ H0"@|/@M0@Q@3QGK?=p +>@9mFXT?ffffffVEY +`@I+A}ۍ@5GF?ffffff@F@ؾ(@^fu@o~;@@{Y@?񤿕PD/O@zD.DAG#L@">$qF? @Y@F@1.c@2H@2vf@2su@2㍇@ħ@D s8@?7AYh,$c@ YF?s@Y@F@0i\@t@14Cc'@1=.V'@1&u8mU @1)3?zG|ukkFXT?\(?ƚ OtEGΰQ@_!Aګ +Wm@"F?\(@F@.B#@)B@,E^u@( IO{@&<I@GzH?|zE]@Z{PAf74@biF@}$ =@F@Ҽ@k٢%@wҙ@&Xqj @q`\??QmFEPQJ=@@TA@.XF?Q@F@!%@!1,%@":˥Q@!9 +@ vcD?޸QZo @E.W +@5|LA\c"@k ]!F?޸Q@F@/d@+)*w@.'y@*E(lH@(0-??l@E/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L@?tEZZ7]@nA7@rƗr4F@[o@F@j!{@&dyM@1K4oi@27V1@Dl@?ޫdD3t@l /A^[@ V?|F?T6@Y@F@1W,@1 a^@1%@1u^ @1Z'ul?zG|&7FXT@ ?ߒ)٠D<0 8@fEAW9+S@! f̐F?S&@Y@F@1W`@2 )Ў^@23DB|@1w<@1x=D?əUVJ>E}5g@GAJѠK@7jF?ɶ4@F@2H -@00BE@1`@.AId@,m[@?nDӓ*@œLiA^Dfw!@ XUF?Y5;O@Y@F@1$@1n@1O`Tf@1ui@1ZU p@42D}' +@XA]n#@ gȿ)F?>6z@Y@F@1V:@2!+ O@2o+@19d @1 ?333334?YEA[$@& ;IAYoBG@yF?333333@F@!qy@!xq@!GHd@ κy!@ e͵.@?j:8D˔~@Ü0AVU@!F?f$@1>C@e(Dw@1C^A[~9/N@ }F?w1@Y@F@1U?|R@1ϳ@2ZN@1@1ߓ@Q?zϥLEGBr+@5l\[@Vv@H`@ ?Әa-DQdU@K9AY0S]|@ F?S;wG@Y@F@1ya-@2 w@2@l@1JL@1ʺx^3?zG?[^0E}$7D@ى{=A^Zѯ@IzF?BfQ@F@p@/@옪{@yx@@z0,@?aj|F7c$@Q?6A<ߎ@( |F@##@F@<ﶥ}@- DM@ I@m޴[@yA?(\)?#xFFXT?333333?IEBD@ʴ-mA[1؈@!:F?333333@F@,]-@)-@+ / @'rb@& )x?񙙙?$IE;ʓH/@ +oAի@,\F?񙙙@F@"q;>@"Ku5@"w?)t@!(]@! -]?(\*?ކ. +uXEE~O@`0AG E@YF?(\)@F@6{1^g@1658H@4 C@0kFc@+\Rk@}*"E菏>@D? CAY%@S3 F@T ;@F@ΐ@Iv@$ @BS@ݵV?Q?woE2:>+@Ɩ v2AɀTd@*DF?Q@F@}s!@7V@ar@at:@-Fu?(\)?UEJҭв@ǔAd:@(țF?(\)@F@ u7@ F;;@ 6/n@ _[@r:?Q FXT@>µ`bDaՁM@nXS2AZP0@ 6xF?nO;@Y@F@09r@1@1P @1i=@1\Ke,? +=p 㥣,aE4zge@1gA+@6F? +=p +@F@'''9@Ӓ@o9@v|k@@?88aDӁXS@‘QA^Y[@q@ V߮G|nF?掟j@Y@F@17jk@12fb@16@1uD@1Z,4ě??溫H.E.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)??lEu D@áA@@+j@{f}WF?@F@@t@6@5—@>pq@P$)@ͿD~5B@ɱBl?A` @ 1\F?Ƨ-@Y@F@/=B@0x1e@0yYktZ@0mJ@0voW?(\*i$Ef_[@$HA 0,@"ЫF?(\)@F@2gKl@/l\@$@1y5@.C9%UO@, |@333333?DPF,֐9@˩pA">ճ@dSd\F@\Hjܱ@F@{@ 'tC^@ +@ +h@F@k?J7@5OȗS@L*@K45@zwIi?\(?ȋbKE`@'ADa/@# F?\(@F@43ɖ@?ۙ@bN *]@iB2@(A/?Gz?^{>FXT?ə?0xSEE,@YeUA9Μ@8{=kOF?ə@F@2a˨@0.eV@1bI@.'t@,m*q(?Gz?4R E@ @S^!AWk@BF?Gz@F@;L@{z5@DB@ڴMd@z(@ ^DXi@ȇHAAVOɝx]@! \_F?7ȊH@Y@F@0쒡^@1t2q@1|(DZ@1g1ޛ@1k1??QRE|EK2@IQXAˍB@Ƣh>F?@F@$@Gp9+@X؀@ ݅@s*@?I5̠EZZ7]@ DDA :Q@TF@ +DS@F@]@qH _L@@T@n;@L-4E}@gP2 Aࢍ2@s_gF@:~DN@F@`4'U@P#|@LL !@ӝg`\@ 6r?QR +EJPh}y@+m$AxЮ@̰F?QR@F@1D@-^ -@0(\@+ +,~+@)Ap7?P&E/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L?ᙙű}E/Il@u؂A.:@OF?ᙙ@F@2?#@-SMkW@0 $@+ULz@(4" ? +=p +?t~E;qn@_/AE?!W@,F? +=p +@F@!;v \K@ 9@!jiUNi@ 4@ :"?\(ÿWvBE`@'ADa/@# F?\(@F@43ɖ@?ۙ@bN *]@iB2@(A/?fffffgq䶟(uESS\@PHA՜Cn@,iTF?gtq@F@)'&t@' +E7@(ǦW(Q@&>Rf`@%Z=? +=p ]׻BFXT??R tEug6c@)C0AɜW@|/F?@F@cE\C@Ta@@-#ue@XZ#dX??˜4ːE/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L??|R^E_._@I` A.O@nsF?@F@6&$S9@1u@3ѹà~@0i E@++" +d3q?333333MPERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և?GzHHsE-ĸY@X.j AxE&@* cUF?GzH@F@2nV*@.@0<@,kU@(Bd6?Q(=pEҽ@ɛ A"h@F?Q@F@!bUk%T@! +@"/6{@!1:T @ Ŏ ? +=p  H̼D6So?C@@< kA7@@F? +=p +@F@AXi l@ w6F?Lnm@Y@F@0ǥr@1M :@1Ub.@1@K@1D ?ڕJmEA`i@ F?!R<6@Y@F@27'@2GffUr@2%@2 +qM@11?\([,nE )t# @P%nqANQ'@[7sSF?\(@F@0'^o@-X48?A@0@+LL~O@)͹3K@?/$$D䩖:@T[UkAZBk#w@ TL+WF?3]$E@Y@F@1CƔP@1d@1f@1L2@1u??@9mFXT?Q@9mFXT?333334q'FXT@?>/DzFq@7^A^adώ@ VĚF?憭-f@Y@F@1q@1!ÚxU@1Zh6@1v`?@1Z ?zG|Rvg@FXT@.D@S{Aa_jtp@ܚ׏F?xW)@Y@F@1d! +<@1c`@1X@(@11@1XeE@ ?fjD<0 8@fEAW9+S@! f̐F?S&@Y@F@1W`@2 )Ў^@23DB|@1w<@1x=D?\(\?NQEݨɱ@ЗX̹Ag!^@?8F?\(\@F@2} T@ @vH@@??ب_%ZxE\BQd@Y@6A)Z@~kF?Cǒ@F@ 9 P@@ 5@Vo'@+Qš?rI`lE/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L? +=p?\c>@DWj@lA#/L@A8'?F? +=p@F@4Ʊ@1o߱@3Rh#%/@0@.\]?ٙ??8E![Ɗ@vJF~AOkb@U:W/F?ٙ@F@016@-0KK@/Aa@+;\@)3k'@?.xIEd@EǢ#@?!6xA`@2WF@@F@ŬQPi@I!@ $,[@k)@a@??VZvT1E|e@_¬4:aA"I3@BF?@F@#Fj4e@"DB@#/@"_c/U@!@`"DŐб@W9A]#Jq@ tՁƴF?łU5@Y@F@1u6@2@2h.C@1Ho@1vV35@ 333333?󼋟4HE$p@˨(.A۵2{@ToRF@ 333333@F@O@\@yڊT@A3!@.? +=p ?:~E4zge@1gA+@6F? +=p +@F@'''9@Ӓ@o9@v|k@@ k DD&v^@!ˊ-AVI7%:U@!!PϞF?;%o^@Y@F@0Ðp@17@1Q@1{|]"@1|A?GzG?LEQ +[@XmbkAǾ@eF?GzH@F@ %@^.r@ @_%Q@"@:@T?(\)%-E?lI@f[ٵ*Atiz.@ZF?(\)@F@0@@*/x@-Ce@)>@&l1l?޸Q5K\lE.W +@5|LA\c"@k ]!F?޸Q@F@/d@+)*w@.'y@*E(lH@(0-?cGE/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L?Gz?ya E@ @S^!AWk@BF?Gz@F@;L@{z5@DB@ڴMd@z(??xBE.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)??JΉEug6c@)C0AɜW@|/F?@F@cE\C@Ta@@-#ue@XZ#dX?zG?ـKeEr$@P~Aġ1a@VF?zG@F@$EUMo@#>@% D@#5!{/@"Oor?񙙙!VzECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0(6FXT?GzH-FXT?񙙙\S—HECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0%@%1}?񙙙?Q zECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0Hxe@ Yt@0F?iu @Y@F@1:3c@2%[$C@2v.ŋ@1"M@1Ի[?zG|?(U=Elfc@A]A+%A@ک"wF?zG{@F@1@._Yj@0vZ@,$L|@*C??P\EUK@flAǣ>"@>ddF?@F@TsI|@R~t@J!W@c@/d%??T $EE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V?\(]ꛌBE )t# @P%nqANQ'@[7sSF?\(@F@0'^o@-X48?A@0@+LL~O@)͹3K?ᙙ@9mFXT?QR?VldF?QR@F@#fE@"*@#m޴& @"(MAb6@!48?ffffff(Y :E<U@Q AȧK^G@~EF?4z[@F@½@q- 2@' +I@O@!?陙?rEbKHP@TcA}Ӫ:@aԜýF?陙@F@&ȸIΠ@%|P@&.@$$e@#˵ug1@?IEHT|@epȂAR-ZV@YhF@@F@i+OV@I'w@2:@)T@@„D)ʿ"@i@]Y@لc?У +=pgrE@;zAh5@@C{F?У +=p@F@2IL @/3`\@1aI:@-p6 @+h3?p +=p9=:ļFXT?GzH?ܖ֐FXT?p +=pߧ FXT?\( +@ ˵PF?`G@Y@F@0]kR@1 ?@1B"h@1ug@1k@ >GDW3@S'~6AVLp:.@! F?9-*E@Y@F@0s(\@1zr@1|n@1l@1ps*?zG{?݈ȇE/@4AF@=OY F?zG{@F@qw=@4@=FX@2@2[@gDMc-i@ +]A]m `@ mL}F?z]y@Y@F@1ά^"$@1g@1A@1tBz,@1\@O@?E*'θD8^D@ːşEAGbphq@"zhV4F?@Y@F@14n@2&)5@2Bi@2Oέ@2?ffffff>-ME3@FYAL}I+V@ָuF?ffffff@F@1[ @ =~V@h@~&@"?zG|>TFXT?\(ÿvSFEGΰQ@_!Aګ +Wm@"F?\(@F@.B#@)B@,E^u@( IO{@&<I?Ϳ.b3EE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V?5xEX@>UÀ,k$@WF?>T@F@{[a@6`@8@v6@۩?ffffff?̇K}E>|~@4Aeu @4H/F?v@F@!_@!ov@" 17~@!8@ %-?(\*l$NEf_[@$HA 0,@"ЫF?(\)@F@2gKl@/l\@$@1y5@.C9%UO@, |??pERNe@@A=K@ MŲFF?@F@̎@?>*ߩ@wKm0l@ uf@ώ3 ?GzH?+8E-ĸY@X.j AxE&@* cUF?GzH@F@2nV*@.@0<@,kU@(Bd6@̀wDܻT@uH!ATxڔ;@!U{~F? Zq@Y@F@0 [@1znOc@19e@1U@1>R??+YEthE /1O@Ň*AwL@'F?@F@mT{@= k@mI@S'@SVv?? E /1O@Ň*AwL@'F?@F@mT{@= k@mI@S'@SVv??W2QfED m@XUAzC@#2F?@F@؈4@^֖l@n@QO; @F >C?ᙙ?OppE/Il@u؂A.:@OF?ᙙ@F@2?#@-SMkW@0 $@+ULz@(4" ??E'弑ߦ@g3DAg@؅_oF?@F@߾%@l+ƕ@Ҽ"[@c>r@O-?(\*?`l0D୍_J5@IDAtAӂc@"#~F?(\)@F@5@2c2F@48@1l)T].@/K??_ck?\(\?ֿ4Eݨɱ@ЗX̹Ag!^@?8F?\(\@F@2} T@ @vH@@@?CK5D'Q*@"uA_?&@ A ;dF?孖Z@Y@F@1~n@1G/@2("n@15\"@1H@?'QxD[:R@1^A]]@ nBkF? +(w@Y@F@1 +Rj@13'@1t](@1t(@1\h@7W??/E'弑ߦ@g3DAg@؅_oF?@F@߾%@l+ƕ@Ҽ"[@c>r@O-?ٙ?4G*g lY%A1K.@^f}YF? +=p@F@*ZK@'z )@)j@&Lᾳ@$'@ ?މ8PD۱@{GA[N/@ 1F?$5inX@Y@F@1Ɠ:@2=@2YB/@1h,6@1{W%?ffffff?rE3@FYAL}I+V@ָuF?ffffff@F@1[ @ =~V@h@~&@"@ ?wDJFG@=wAX @ 嘹F?k @Y@F@1i@2 +mR@2=|Dl@1<Ǥ@1qRu?333334?IT >`EA[$@& ;IAYoBG@yF?333333@F@!qy@!xq@!GHd@ κy!@ e͵.?޸Q?9QE.W +@5|LA\c"@k ]!F?޸Q@F@/d@+)*w@.'y@*E(lH@(0-?Q@9mFXT@ ?%=E̻+@ՁAj@j-mBF@ @F@yu^@>ִ@,dl@wLH%@R9@?l̰DI8x@Œ^PA[h_+(@ 'F?u!.@Y@F@1UO@1ϷsjZ@2h@1᥹@1 +r?bE1H6@\jAO@XwF? n@F@/'@:@+B@-T%@)p_l@(0ӔQq?\(\@9mFXT?zG||!Q\Elfc@A]A+%A@ک"wF?zG{@F@1@._Yj@0vZ@,$L|@*C??1O`E9c]@+A@@5Kv1ZF?@F@#'|@@K@N{@'S?fffffgM*dEd2,@X"AX8r@Wf%F?fo5B,@F@1_CjD@-B@0jَk@,_?@*O4}?Q{+GoEv@@:ɟ1AQM@`F?Q@F@!mS@!&0@".@!/BB@ ~o`p?Ϳ鍒JFXT?陙V@KuEbO/̸@xLA;`@_ yF?鶀Z-s@F@&AP@%}+IUG@&j#@@$!:@#X̸v?޸Q@9mFXT@MOقDվ1@Xq^ATq0@!cesF?h%1@Y@F@0`>;t@1qi +@1l*@1j&@@1w^c#g?333333o9ERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և@p +=q?;IxEފTޘ@Ƅ~SAI@_7F@r6~AN@F@HE^@V=@:wu*@Y) +@rW #@֦DM+t@9iAX~GU@ F?o5J@Y@F@0fU@1g'@1_Y@1qY5@1kH֚??ۊE.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)? +=phKNDWj@lA#/L@A8'?F? +=p@F@4Ʊ@1o߱@3Rh#%/@0@.\]? +=pᡟ@EUmRԨ@[> lY%A1K.@^f}YF? +=p@F@*ZK@'z )@)j@&Lᾳ@$'?zG?ǁ5 rFXT@p}&Dj@‡4 7A[~+@ rF?kP{@Y@F@1U7@1o@2N@1EŮ@1`L[k?_=EI V@UdzaAĄ:@kgRF@9@F@ ,@o_XY@bRv@BLW/@B?У +=pMZs + E@;zAh5@@C{F?У +=p@F@2IL @/3`\@1aI:@-p6 @+h3?zG|?طpPElfc@A]A+%A@ک"wF?zG{@F@1@._Yj@0vZ@,$L|@*C@ S){ D".@ǐ00sAV-@! +#F?y2@Y@F@0he@1g@1?ə;jE}5g@A:K. @8xlF?ɚ_6@F@2Խ@0.8¿@1wȻ@.>Xa@,m22v?Gz?&oVpFXT?? ybِE5ZÌ@ L۬AY2@F?'+Z!@F@"D:w@"\&!@#"}(*i@!ո@!JJ? +=p {Z˞FXT? +=p?MMbBEUmRԨ@[> lY%A1K.@^f}YF? +=p@F@*ZK@'z )@)j@&Lᾳ@$'?333333?J#u*E̸4@ Aڟ\6X@ 'F?333333@F@!(j4<@ ,7@!Ss@ f @ -8S? +=p FXT?Q?(]̀EW)@?`AȁH@vpIF?1jWW@F@&qP@M~C@R@r@dϧV@ffffff  D<-y@=uA_V)@ >F?2^@Y@F@0vj@1+SE@18O@1#錒@0CQR?GzH֊k1,HD^Ia@X.V#AtO@ntF?GzH@F@8OK2@3@60_l@27/@-r:|ޜ?Gz?< +hFXT?ffffff?ZKAE>|~@&ӻ:A˴z>@ǪE;F?ffffff@F@!u@!n@"Uw@!mS@ o?GzH?ƵE-ĸY@X.j AxE&@* cUF?GzH@F@2nV*@.@0<@,kU@(Bd6?ffffff? `E>|~@&ӻ:A˴z>@ǪE;F?ffffff@F@!u@!n@"Uw@!mS@ o@̿S'Ε FIIgq@ȍ[ЬAj-f@ _&F@"Y7@F@ q@1 @\:VJ@rT{@ FS&?333333?یNN' EBD@ʴ-mA[1؈@!:F?333333@F@,]-@)-@+ / @'rb@& )x@ffffff?ko tD5^@X`A_'P>@ CQB?F?ڐ@Y@F@0tˎ*7@1R!{@17'@1@@0q@fffffgrFE WF@ɺmȽHA׿@&ZF@ OB@F@Ip '$@9ڪ@!*H@aI@ +"R?ffffff֖z3 EU*ُK^@N7A( S@F?S@F@!ˆkbE@!q@"cW@!ÍDi@ ~{0@?iBE(V"@@#%??꼤[FXT@?݈XDI8x@Œ^PA[h_+(@ 'F?u!.@Y@F@1UO@1ϷsjZ@2h@1᥹@1 +r??Χ@E/Y@7,%1B/AGְi@Ҟ?"F?y]tO@F@ é|W@ 9xx@!ai@ [Aho@ J%PϬ??x`ʣFXT??+rC@?>Ep +@șaSAi,f@GF@@F@ +tW-@_@Sa':@^Cp@!PhY@Ϳ0%E Dm@@ 1AAe#S@pD5F?vȴ@F@"o@$gv@$*@%/v{@% j? +=p +j+nE;qn@_/AE?!W@,F? +=p +@F@!;v \K@ 9@!jiUNi@ 4@ :"?fffffg?]@PERނ`B@ AU@H|dF?ffffff@F@ Uy @l h@e@:t{b3@Vx??Rk! E5ZÌ@C1 Aħf,o@ٳ8F?@F@"=l@"\&@#~3 @!׫\x@!P//tT?p +=p?2kEّo@ŜiAX1@[SF?p +=q@F@(k7@B@z[@Je@yN@?PEڳ @љǿA,@Ⱥ-XF@4 @F@%1 @n6T^@UW@_ݔU@YzD?(\*?U}kEE~O@`0AG E@YF?(\)@F@6{1^g@1658H@4 C@0kFc@+\Rk@ ?b1FdHa@b#BA#0ƒ@tJF@v)@F@ ჾI@ ؾQ@ S[@ (h'@c2=[??⳶vE|e@_¬4:aA"I3@BF?@F@#Fj4e@"DB@#/@"_c/U@!? +=p ?dFXT@TLY9}D}MZ@J&/zA\$Rm,@ jzg8F?-`@Y@F@1Y\f@2ɐ@2\w˚@1>Y@1g@Q?&JE5@˯Ih1AϢt?ha@?\F@Q@F@< @9 K@Wwr @h@xy@٢" @א ,EH)Wn@uVB)kD@$ZBF@@F@ +]l@=@ꁇ@N7h d@ +`\U?ffffff? +P5 +EwC`@{WqA1ʔ@UF?ffffff@F@ROO@|tlU@`@_B$@7rFA?fffffg? E2@pYA_2@a3LF?Or.~@F@>ƙ@st@nԗ @VL@,\\@?ScDpW6@'-n`AUwU@!/9(׫F?X' @Y@F@1sh_Ϫ@2 *@2-vbH.@1A8x@1k.I?ᙙ?w3`E9MU@"fAg +b@-jjF?ᙜX@F@-lÂ@*.>+%@,`,m@(AzY#@'e)K?Q녿 3EXx54@ɣVgAmk@%'F@۔@F@W@-EE@x@_@MLe@Ѩ? E#5@7iAa5@._F?@F@u0o@i]@p~hdG@oY}@?@ + +=p?橭sɜLEG@̟+S@Wڳ7A?BM@)ի|F?Х@F@$Е@$)r?.t@%A.@#Vӑ@"u˼?GzlE1x@`J~A4@XC+5F?H@F@/"L@+?3}@-@)I$@(/#e+?Q?\eA E5'&@þ:A;@v6@ƍ>uxAOׅ@cF@iH@F@R?z@M<@F sh@@'х?QRYM3EX@9AK@E^F?QR@F@2=@0P(O2@1΋@.1H@,x,Q?333333?QXERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և?陙?@EY%z@]XvA‹[@k +:F?陙@F@)X3 X@&zEX@(˾n<@%~6@$g;U?333334!EB&-h@ K;AB@ bJsF? lY%A1K.@^f}YF? +=p@F@*ZK@'z )@)j@&Lᾳ@$'@ ?ϱD<0 8@fEAW9+S@! f̐F?S&@Y@F@1W`@2 )Ў^@23DB|@1w<@1x=D?333334ېKȸE ə~@t&qyA~5|@b;AF?7@F@1w}@.쇨@0مd @-4RA@*A?zG|?Iw(Elfc@A]A+%A@ک"wF?zG{@F@1@._Yj@0vZ@,$L|@*C?ffffff? PE>|~@&ӻ:A˴z>@ǪE;F?ffffff@F@!u@!n@"Uw@!mS@ o?333334?amEA[$@& ;IAYoBG@yF?333333@F@!qy@!xq@!GHd@ κy!@ e͵.@IGvJDݶGCy@#ߊWAV4]@!#z_oF?Ms@Y@F@0v!@16?{@1XA6@1tOD8s@1vɑ?(\)?A6FXT@ZbEQg@cВLA ,@pЙF?$@F@#@%GP@%A]_@%!4s@&Y(Z@ &, +DĮ&M@ЇyT~A^{a@ \#yF?˧2P]@Y@F@1M.\V@2$]V@2uՔw@1.\@12%\?@9mFXT@ 333333|1ge@EJY&f@c HVxA㺴ڜ_@\F@4r}ݺ@F@ @uS@{ Oӟ@ծD/@g @? D˗@Þ&ϥmAVG7@!WF?jOv`@Y@F@1{9@2 &@21@13@1UșK@?cDs +E@iPPtA`!@ pH F?^ s@Y@F@/;a@0w G@0y ,@0nH +@0wWI@?XEGpl@ʵ %@%1}?333333?,PEOKgb@ʍ?A=\;@8%F?333333@F@!#Z@!0Zy8@!&H*@ ޡ@ rrb?zGC 4Er$@P~Aġ1a@VF?zG@F@$EUMo@#>@% D@#5!{/@"Oor?Ϳh͸lERNe@@A=K@ MŲFF?@F@̎@?>*ߩ@wKm0l@ uf@ώ3 ?GzFXT?GzX2FXT@?坉yEONf@$!Aʩv^N}@*fYF@@F@; @`@l$}W@~P@.?v@oЌ^DΒ_u@DF? 0j+@Y@F@0&r@1@1@1W@1> ?(\*.i9!D୍_J5@IDAtAӂc@"#~F?(\)@F@5@2c2F@48@1l)T].@/K?(\*J~ZEtĤ@$HA 0,@"ЫF?(\)@F@2gKl@/l\@$@1y5@.C9%UO@, |@fffffg-AEȆap@ɛBHUA;nl'@.+vF@ a)˫d@F@*Z9;@Ff2@bW@=m@mf{@Ϳ + |EskZe@pAdG3@<6F@}c@F@Gؖ@;]@m8u@4A@B* 0@?1Cj@Dӓ*@œLiA^Dfw!@ XUF?Y5;O@Y@F@1$@1n@1O`Tf@1ui@1ZU p@ffffff?ac~)pD޲ @XhA_'"(@ CG @17%V@1-D@0?zG?bذHE}$7D@ц@}W?A z`@iX F?żn/@F@zLB@4Q@"0w@>A@|7&S?ٙ}ȇeCFXT?\(٠7WE ݮ@P%nqANQ'@[7sSF?\(@F@0'^o@-X48?A@0@+LL~O@)͹3K??E'弑ߦ@g3DAg@؅_oF?@F@߾%@l+ƕ@Ҽ"[@c>r@O-?Q?ĠN(Ep"ِ@͗EAPb/@{jF?Q@F@%xd(1@$>@%0I@#)Z@"3?Gz?k8%9E@ @S^!AWk@BF?Gz@F@;L@{z5@DB@ڴMd@z(?GzH@9mFXT@?>|Dзē[@. vAZS4g@ mF?걅H@Y@F@1F$@1̕T@1@#%?fffffgl:ŸsEdY«@ӸS6AYZ/@yåF?g8}H@F@1_9s@-3@0j(#.@,_L @*O6t-A?Q(=H0FXT@?%ҐEE@aDAXIH@PO<>F@ |z@F@;y(@t:@f@-c@{6h-@E?Ϳ ^FXT?ֶ2_Ek[;&X@#AΎZK@<'F?5_@F@`@9.@TE }@9N.@~)@Dm@ŠmA[y5@ F$aF?qxB0@Y@F@1Uu@1}/Wo@2R" q@1Sn@1@ |-DX@ȯu AW\֎?D@!-ZF??@Y@F@0@1Vw@1]\j@1J9@1O! :?Q FXT?zG|?%ND*'j@^AScUt@xyF?zG{@F@3zI@0Co@2pfaV5@/6@-}Ĭ?@  E< @skAB Јѫ@ F@@F@ +hGs@?`@c@ ˑ@ G? +=p :FXT?? a Eug6c@)C0AɜW@|/F?@F@cE\C@Ta@@-#ue@XZ#dX?׮zG?ssFXT?333333ERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և?QR?k<3 EJPh}y@+m$AxЮ@̰F?QR@F@1D@-^ -@0(\@+ +,~+@)Ap7@ͿꀄGHDqſ@'a F Aa +ۇ|@!-F? Eb@Y@F@/I9@0xکz@0|ɮ#@0m@0s@ffffff{.tE9-j@zŊrwnA +.@jF@ wi@F@}$@0+,Q@Biq@.3@UیP?Q-,EC @As{@WF?Q@F@. aS@*RJ]@,0@(ģ5@&sg_A@ [$ixDRbEL@ *k-A_ã@ FݥF?ud0+@Y@F@1X<(@2+\ɍI@2sz@1Z"Q@1"?Q?ㆣ\Dd@NA4@6"=F?Q@F@8C@3߲r@5 @1o@-2?333334=T#XEBD@~A.@a F?@U@F@,u+ME@)&mv{@+ )Zs@'1ą@&2q?Gz?]xXE@ @S^!AWk@BF?Gz@F@;L@{z5@DB@ڴMd@z(??v",]\E5ZÌ@C1 Aħf,o@ٳ8F?@F@"=l@"\&@#~3 @!׫\x@!P//tT?zG|?%:E@ &@.sA7HU7@F?zG{@F@/^#?@*@-$X0@(&@&;B?fffffgESOyT@2hAWT@iyF?fc9@F@)'s@'jg@(&ʹ@&>~*M@%3@̿hmwFIIgq@Θ~(%AɉZsD@9:F@Uu}@F@f>5@ ,Z"@ m,@ #@;0E@?/pVD +b@C(nA`DH@ PF?3H+@Y@F@/FH@0xw@0|(@0m5Ŧ@0tK<'? +=p ?2E4zge@1gA+@6F? +=p +@F@'''9@Ӓ@o9@v|k@@ՋLD؛ A@$rz#&AT2rVM@!].|F?F@Y@F@0$s@1:yB9@1/NJ@1ņѣ@1a[f@?S{8 -D˕b8@Ý=68AVڋjL@!A'F?gM3H,@Y@F@1{dV@2 $ @21|s@1J(@1E&|? +=p ?Jީ4FXT?ͿIO\GERNe@@A=K@ MŲFF?@F@̎@?>*ߩ@wKm0l@ uf@ώ3 ?@R&E3`@ 24.ABCL@UF?@F@㡔}@@ҍ~L@ ;DPl +@ȥ4kOAVPQM@! ^ F?5Q.ƽ@Y@F@0c"k@1qh_N@1x51@1d@1ieƌ@?n=HDVnF@/LA]bӖ@ nFqF?پ@Y@F@1Ils@1DzY@1i@1t]cN@1\Z?333333mpEBu)Hl@,=A.\@N1F?Әc8|@F@,ٻ@)Q<|z@+~@(v@&0\??jϦ EUK@K+ZA"z]@3'xF?W@F@SoR@JK@Gd@!`@j?QR\*EJPh}y@+m$AxЮ@̰F?QR@F@1D@-^ -@0(\@+ +,~+@)Ap7@?)tE(D@nwAamcy֫ @bΓF?_o@Y@F@,vȐ@.w e@.\O,@.搵u@.9?ffffff?Ң{8Es.@åqК1ANsJ@7tTokF?j~"@F@cw@5Kӵ@Uzn@5p@K#!?ᙙ?~DE/Il@u؂A.:@OF?ᙙ@F@2?#@-SMkW@0 $@+ULz@(4" ?333334 )FXT?(\)?z#:7FXT@ ?jD<0 8@fEAW9+S@! f̐F?S&@Y@F@1W`@2 )Ў^@23DB|@1w<@1x=D?Q? K EQݥ2@þAշ>@x!v+F?Q@F@/D(@F#09@I@OFB1@dZw;?Q@9mFXT?QR?f6(E +ɭ '@ÈؔA5DWL@>VldF?QR@F@#fE@"*@#m޴& @"(MAb6@!48@nEq@źŠAՠrob@ZcGF@gA@F@ v@86@@@9?zG|ItݽElfc@A]A+%A@ک"wF?zG{@F@1@._Yj@0vZ@,$L|@*C@ ?䴃 D}VyP@sAYx@ Z MF?\$_[@Y@F@1E3@2 ]1@2DPq)@1Y'@1ȧ<쒂? +=p +@9mFXT?\(?wj`E )t# @P%nqANQ'@[7sSF?\(@F@0'^o@-X48?A@0@+LL~O@)͹3K?QR?GPE2_@0Aߜ@Q=ƻF?QR@F@.,4@+ +dZwW@-gկ +@)\6@(#q'?QR?6LFXT?ᙙ?N.AE9MU@"fAg?8@-oi;IF?ᙙ@F@-s\_o@*.DE?@,`3@(Y@'e? +=p?ڌEE4y@/3Aī8`6@ԿJs$F? +=p@F@"~2@"b)@#% +m?c@!V!@!Sۨc%?|E/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L?Q@9mFXT@333334? + E~[V@{H$ARc@,F@ +累q!@F@ +{8@BZ@"@Q*z݂@l5>?(\) 4#QE?lI@f[ٵ*Atiz.@ZF?(\)@F@0@@*/x@-Ce@)>@&l1l?陙?noEY%z@]XvA‹[@k +:F?陙@F@)X3 X@&zEX@(˾n<@%~6@$g;U?ٙ? 6tE![Ɗ@vJF~AOkb@U:W/F?ٙ@F@016@-0KK@/Aa@+;\@)3k'?\(ÿnl^oD\+E@+A <,@eJa6zF?\(@F@3iz@0RD@2:8Brj@/);@--} +c?ffffff?U$EͷS!@nv1"sA +ޡ@C7ƯʑF?ffffff@F@^c2@yD@U @~s@T^\??9@E'弑ߦ@g3DAg@؅_oF?@F@߾%@l+ƕ@Ҽ"[@c>r@O-@?h;!yF +dPE@ҏY'A}QmX@E9eF@V}@F@ ^ YZ@38m@x+hR@|Ǵ4S@,@ ?1_xEp@BAՎ'"@e˭9F@ (o~@F@NH29@YI@j;(@,mb@{Dzy.?\(ÿ{zD\+E@+A <,@eJa6zF?\(@F@3iz@0RD@2:8Brj@/);@--} +c?QR? TElJf@Q AȔdO@ ZF?QR@F@0@ q*@$Kg@ h<@a +KR?\(?L\)lE )t# @P%nqANQ'@[7sSF?\(@F@0'^o@-X48?A@0@+LL~O@)͹3K@?Eș*F@XPQ5lA֣ak@r2nF@@F@}<@,&@piK@ҺDtO@ ז?ͿOJFXT?\(ÿIE-@AwAf4:@Αg:MF?\(@F@1w@..@0~=@,YI̥@*m ??97pE+.@JfAzw\@;F?.AF@F@"A@z]@c@(59@  ?333333?'@Ej@[5As0@(a3QF?333333@F@ 7kW@ VC@! L@ QKy@oS?2FXT? +=p 3Ez@P]0$A£Vm@T6jF? +=p +@F@3-ͤ@0vJ@2e@/@ CQB?F?ڐ@Y@F@0tˎ*7@1R!{@17'@1@@0q?E3`@ 24.ABCL@UF?@F@㡔}@@ҍ @ + +=p?24h,EG@̟O[@;c3@0/?GzH?A43FXT?陙y%o`EY%z@]XvA‹[@k +:F?陙@F@)X3 X@&zEX@(˾n<@%~6@$g;U@?rhrFt@єLA׀h3@QPF@@F@:õ@֔q@lc *@`@ H@!14@ 333333߻+@ + +=p?\Fl|@ǬaA+ L|3@uukF@v1@F@ ub3h@zz@ ]@5@{.'D?У +=phX_%E@;zAh5@@C{F?У +=p@F@2IL @/3`\@1aI:@-p6 @+h3@ _vD. +"@U;EٯA^9U'@ O.oH/F?>P3@Y@F@1@2(q}R@2|Yc@1YP$@1J@2dEhRފ@.ΐ*A]@t}8F?5TuL@F@$}ݖK@$me@%.f#/@$fI@$ +uN?GzH?UE-ĸY@X.j AxE&@* cUF?GzH@F@2nV*@.@0<@,kU@(Bd6@]F*1 @a'~B&2_?@:RNF?d2m@F@<¨?la@{yz?F?ld@ ?8Ef5@i"OAج3@_Cf:F@8@F@ %@H-\@†u^0@ipX Q@a@T?333333ޔaTȘLEDDg@=v΢AV!p4@*F?333333@F@^A{S@;;}@^J@/q@/"@]I?333333? eV<EBv?_@A91^^@_gt F?333333@F@, #&@)D@+ S@' +\^@&.E?p +=p?&FXT? +=p +@9mFXT?騮= E}>]@EDJeDAůdt>M@+H]F?!@F@#i p@"ߚ 4@#hl @"R@!,?풷6E;}&@"1AaLc@k F?~@F@I@qtWrf@yex@qG@I-o@`wq!oDzRo`@|yAX&xm@ UOF?>(@Y@F@0ͭGN @1 @1pp@1q7 C@1m/$@?O\F7c$@Q?6A< >w@(mF@p3@F@= e@-W0@ c[J@2p@)Q@??L$Ds +E@iPPtA`!@ pH F?^ s@Y@F@/;a@0w G@0y ,@0nH +@0wWI@pмlDN@uo]ATዲ@!Iqg4F?E@Y@F@0#[@1+@1 +@1%(S@1s8L@Q?PZf: E΄w@CAos-@۩rF@ @F@M?T@:=nZ@?5@RG!?@%y@?^tKfE~TG$@VAq*:#@>J2F@@F@18}t@s\sW@1 g@l@?zG˱'FXT@ ?#d@Dc\y@*!AX1a6@ \B%F?F4@Y@F@0n_@1e@1t@1T&/@1S]/2??QccE9c]@+A@@5Kv1ZF?@F@#'|@@K@N{@'S@?>EskZe@9[A7#@H +uF@zN{@F@Uv@9aE@zM]@Ev@X 5@ ?5NDJFG@=wAX @ 嘹F?k @Y@F@1i@2 +mR@2=|Dl@1<Ǥ@1qRu?GzHyqFXT?ffffff E@ +AH$؀@XR F? I^5@F@$/H@&1@&7}@&է8@'KG'@?i`FCk@ѓZvAׄZϓ@P3F@S@F@M6`O@zl@kSztb@_(@g@?}1dF7c$@Q?6A< >w@(mF@p3@F@= e@-W0@ c[J@2p@)Q??˷N- EUK@a/AǰQr@r,F?ppuC@F@T>4U@85[@Ip +@ H>q@>Dz(;@?#TF$ +jG@}l B-f_?Z\F?F@F@WEX@9AK@E^F?QR@F@2=@0P(O2@1΋@.1H@,x,Q@2[c#DVX@ŨBoAXt@ חEF?6F@Y@F@0 8@1K'@1F +9@1w@1o O@ffffff?DG=D'ix݀Է@1ɠ@0'e@ͿғiE)ѐo@೰4A#`I,`@VF?>pu@F@鏕V%@ 'Q@ Z8Q@ ɖRo@!4~ u@LS}&`DוnuӲ@R-AW!;HӲ@! 7c%F?A!6@Y@F@0C@1ȤOՐ@1-@1nt@1LJ@ױְGDU8@&[AY];@ ^W7F?hƒ@Y@F@0\^@1Z4;/@1im=s@1IQ@1HC_? +=p?ە`EUmRԨ@[> lY%A1K.@^f}YF? +=p@F@*ZK@'z )@)j@&Lᾳ@$'?zG{"nE/@4AF@=OY F?zG{@F@qw=@4@=FX@2@2[@,`PDo i@Aa;[@q(yF??@Y@F@1^9@1DvJ@2Ts>@1z[@1p?p +=p?N,CTFXT??rEý0@i=gAӿ.2@3F?@F@m@ .˱?ᄪ".@"{0;GF@Lma,j@F@2(@wdc@3@͠P5@.z?333333?9ZEj@[5As0@(a3QF?333333@F@ 7kW@ VC@! L@ QKy@oS? +=p (=pFXT@?yP4 FCk@k ytVA&@NaF@wk@F@y+1`*@!Ft!@TMR@EZ@=b@?N!(dFK(@RfA;uh@0cF@6dw@F@ nG;@,3@L-A@9&=t@כ|?Q?՝PE2:>+@Ɩ v2AɀTd@*DF?Q@F@}s!@7V@ar@at:@-Fu@&bD}%v<@ŽۅD6A^^::D@ V\BEi‰@ؠAS1@R!F@ -@F@NPC@i}@TB-@%6k@1??mF(E LVVp@*ؠdA Έ@2~;F?@F@24;9x@/\8L M@1,+>@-J+@+o|?(\)?~i@]Y@لc@ǡ֑D"@2hYYAYc;j@ I ~F?@Y@F@0 R@1R7M@1aրI@1B<E@1@~V?fffffgF"FXT?ͿfifE硒&@釾AɅqKj@:iBF?.< @F@"d @"J- y@#Es @!ӈ`A@ {u?333333?wYrEBD@ʴ-mA[1؈@!:F?333333@F@,]-@)-@+ / @'rb@& )x@?D_ +EuDl[@ƻ(BLņ-?m!]F@@F@xv@J( @lKE@ 2qh@oyHh]?zG|ΐpElfc@A]A+%A@ک"wF?zG{@F@1@._Yj@0vZ@,$L|@*C@?wUxEONf@ǮyAˑ11@*^F@TCN@F@*u@5@G㾑C@ sY@C +?333334\EB4'@0 A~},@ e>F?5LF@F@,#@)\A@+ Dj@'[G\@&?zG|?چ *E9O֑@|AdRY@O):F?zG{@F@ d,%@ |@ B@ C37@W1?ffffff?+r@% D@#5!{/@"Oor??āKE'弑ߦ@g3DAg@؅_oF?@F@߾%@l+ƕ@Ҽ"[@c>r@O-?GzH? aPFXT@?$D~@k4XAY.|@ eEF?$ xF@Y@F@1A @1jP3@1))@1d;@1η8??MPE{z{Z@.JAÓZ0@ 6hF?Ƭ![@F@#gu@"1;@#@"yӟU@!L?GzH?OEIj)@.NAط@uX ƮF?GzH@F@"7fd@"/¢6@"Ys?@!k@!/o@ +=p ?x2zE^ř@):A;Wj@^LF@-/@F@(̪{ @=)1@{b@e) C@i@dmD"f*@}. &AWS~X@ LF?G#ρ@Y@F@0L<7.@12}׾@1f$5ܧ@1u^c<@1p{a?\(ÿYYNޱD\+E@+A <,@eJa6zF?\(@F@3iz@0RD@2:8Brj@/);@--} +c@ +lF?H˒:@Y@F@0i2@1nRc@1:=@1v@1{ ?QR?"ElJf@Q AȔdO@ ZF?QR@F@0@ q*@$Kg@ h<@a +KR@?GQ&E(V"@4x@Nf+@ffffffݺ/4EX @KVAR-Cb@WҜF@ $Y@F@XNV@y $j@ s@Yc@YS@ ? @F?NkL+@F@#-Bd@"8'@#]B@"KB5@!}d0?zG|?ԟ`vE9O֑@ d.AP-B@F/F?QL@F@ ]@ |U@ 른@ B ~@D?^HYEQF@/u Ab(@=8ɟkF@wY@F@ !@^3 @X@lq5@k `?񙙙?h̠ECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0QF?Cf@Y@F@0­@1ux@1)Q@1f@1gxr@\(?EЯ ()@ %# An*@m}BF@\(@F@1@ _@Q +@; @cnVo@noD!~.O@{bAUk0_@!-yF?V@Y@F@0]I!@1@5@14@10@1Q0? +=p +:KCLE;qn@_/AE?!W@,F? +=p +@F@!;v \K@ 9@!jiUNi@ 4@ :"?Gz?hFXT?=p +=?IN`DE7@0A]A96#+@ nLF?=p +=@F@!mC@!bF@!n  @! a˴1@ >@zGnGʀE]@ʫɡƨAC@2F@ίSA@F@u<@ƝV@UZcI@Hf@Y$@??f#D˗@Þ&ϥmAVG7@!WF?jOv`@Y@F@1{9@2 &@21@13@1UșK?wNM;E @@p/A%`@359MF?@F@4}@jcF@m@Yfa@>1/@ffffffԢE-P1@˧!BAҬ ʏJ@cF@ +e?@F@i@CY@Tve+.@5?A@j@(_?ffffff?&1 +EͷS!@nv1"sA +ޡ@C7ƯʑF?ffffff@F@^c2@yD@U @~s@T^\?GzH@9mFXT? +=p?ά0}tE4y@/3Aī8`6@ԿJs$F? +=p@F@"~2@"b)@#% +m?c@!V!@!Sۨc%?\(ÿ~vlEGΰQ@_!Aګ +Wm@"F?\(@F@.B#@)B@,E^u@( IO{@&<I?\(?Q|E`@'ADa/@# F?\(@F@43ɖ@?ۙ@bN *]@iB2@(A/?ٙo҃@&l1l?\(ÿ:oנTE-@AwAf4:@Αg:MF?\(@F@1w@..@0~=@,YI̥@*m ?333334ہE+lXFXT?zGC FXT@?9rjD[:R@1^A]]@ nBkF? +(w@Y@F@1 +Rj@13'@1t](@1t(@1\h@7W@ ¨.Dݟv-@Qf"AXI3m@ 骨JF?ߏG0@Y@F@0eG@1o*0@1M!@1^@1\L ?əyz1E}5g@A:fR)@8u)0F?ɚ}'@F@2| S@0.@1tDRj@.77@,m+?=p +=?ԣȾ0hE{]@DXIA՜#@KC{F?IwBV@F@=_i@HMW@`pK@b@Գʵ@ :ʡD4trB@w@AW@ j0F?VD@Y@F@0fE9Z@%m&Axw@*rF?iw@F@-%8a@*()^%@,YP1p@(H4x@'`fP@Ž\E\D@rWTrA\lK!@bɱF@Ls%@F@P@8@+\q@.BQ@Wv$+@?Tl0PDD/@=A`Hl@ * 2CF?}At>@Y@F@18X@1-e,ԍ@1r yf,@1zr@1W1?QR]pEJPh}y@+m$AxЮ@̰F?QR@F@1D@-^ -@0(\@+ +,~+@)Ap7@]Z7HE%@Ɔ4:y>A7O @<]r@O-@?3E~z@*ZUAɵTy@?TxF@[o@F@,ۑ@fko#@&Z :@I @"?fffffgu`xES]n@IMAy+!@ѯF?y߃@F@)Lc@'=`se5@(D@&3V~@% 0q]??݊- E /1O@ń4/m 3A @X)clAhS<@MJ7F@ &)(@F@ +^[m@%Z{[@@;9L&@hQO,@?PGlFt@єLA׀h3@QPF@@F@:õ@֔q@lc *@`@ H@!14@ ? 冲E̻+@ՁAj@j-mBF@ @F@yu^@>ִ@,dl@wLH%@R9?陙?ꝓxEb*8@*A7@Y F?陙@F@&[@%fM.@&`A@$; @#1 ?ffffff wvE@ûVAͩ&n:@iwF?X@F@*$ @n v@g @wp3&[@zQ@ -܂F!(@˅xvn ASuX@)9qF@ɴc@F@ ]:@q@@=OL@Nb??)dEE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V?Q?i\BEC @As{@WF?Q@F@. aS@*RJ]@,0@(ģ5@&sg_A?QRlU`UoEJPh}y@+m$AxЮ@̰F?QR@F@1D@-^ -@0(\@+ +,~+@)Ap7? +=p ?&fxD6So?C@@< kA7@@F? +=p +@F@@9KF@@F@%@oyXR@} t'@[@Zn'S?\(ÿpD\+E@+A <,@eJa6zF?\(@F@3iz@0RD@2:8Brj@/);@--} +c?Q@9mFXT?Q"yE5'&@þ:A;@vD}oo@P!uA[2%@ &يF?{0@Y@F@1if[@2۱@2Q@1J1@1*|F5??GaS@',J@%tH@$dO%@?>lE$Xl]g@ø=x&AP@iN>F@1rh@F@T6)@퍧<@FQ@f,k@%z݇@? W=8Dзē[@. vAZS4g@ mF?걅H@Y@F@1F$@1̕T@1#I@ͿK zDŢ?q@ɴ]%A`=;Vg@ ϿF?@Y@F@/=(i@0x @0y\@0m҅\@0v|h??HռE/Y@I̷Aߛ @s n!F?@F@ h@ LT@!?=TU@ \>6b@ +2hjK??|tE @@p/A%`@359MF?@F@4}@jcF@m@Yfa@>1/@ Rۚ Dow@A_k[@ :TF?l-@Y@F@2I-9@2/C@2] @1@18@TrC?ə@&DpEE,@YeUA9Μ@8}@F?əHo@F@2a)@0.K@1b_@.'xG@,m*g@?t!uvDз@.wVAZSj@ ҄LF?pO4@Y@F@1F1V@1̖7h@1U9@1iOG@1T@?^\&zDP*#L@ 6KA]j]b@ mƇDF?}Vl!@Y@F@1/v@1^Թ2@1̥@1t@1\G?(\*܇9NQEE~O@`0AG E@YF?(\)@F@6{1^g@1658H@4 C@0kFc@+\Rk?=p +=^A]FXT??(Ep>+S@c|vArI@+N GF?@F@$H x@$)c]@%?}SO@#@"3 @2i@Ei@ƈ(ߧA,n@<&F@ա@F@9@(~@ﷸ-;@Dy0j@rכQ@ ?V*WDoϟ@FWzA]G @ q*BF?@2jh +40 @1@[@1S@ ??4E9c]@+A@@5Kv1ZF?@F@#'|@@K@N{@'S@ +=p ?i6Ei‰@/'΃A/ @^RYϣF@ +=p +@F@)<0@?g@+;@hIx*8@ɍj؛U?Gzd PFXT?ffffff?몞BEو't@|4~AVV@73F?ffffff@F@ C@RW@UX@/g@p?Gz.](FXT?333333T +5ERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և?zG|?VTgE@ &@.sA7HU7@F?zG{@F@/^#?@*@-$X0@(&@&;B?ffffff?):ݧ@E3@FYAL}I+V@ָuF?ffffff@F@1[ @ =~V@h@~&@"?333333?қ;PERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և?zG@9mFXT@EDv5x@ĥmbAXVٿ8@ }EF?S;wF@Y@F@1C<@11@1'%œ@1@1VS@?XߒcEGpl@ʵ ^LmEtĤ@$HA 0,@"ЫF?(\)@F@2gKl@/l\@$@1y5@.C9%UO@, |?GzH7r@FXT?GzH?-FXT@)cI@ Dy@zGDDZAV4^F@!9jWF?H@Y@F@0 [D@1ÁO@F dDLA`xA@ 3F?[-M@$@Y@F@1Y@1H9@2IO@1 )14@1*Ry?333334Μ ZEIq)h@8A%(@D_YF? DsW@F@!qH@!&.%=@!;@ Ǚ#m'@ JH??у E9c]@P>A@J;@8ZZ(F?$h"@F@!*4@s@{@[#@\˄? +=p ?E/˶FXT?Ϳx8 LE.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)@ffffff?$µENdj.@DxAВl@*F@ffffff@F@Ƅ-E@wƇt@r*@=%MY@(c?333333w1EDDg@=v΢AV!p4@*F?333333@F@^A{S@;;}@^J@/q@/"@]I?333333?4עEa@(ѨA*@F?333333@F@(1V<@%Sؾy@'@$rkC>@#%??[-8@E[+|@J0eAFUH@~DF?@F@'3[@&>0(d%@'o@%toqf@$dm@ͿKH/jDs1\@* Aa@nKF?u@Y@F@/H$@0x,-f@0|5@Pr@0m׶J@0s?ٙvDE!^&@wcAY{h|@>QF?ٚ$L@F@0޸B@-. @/+,@+Qzż8@)t5?GzՕ`FXT??WEHF@oH!AFG@eZF?@F@ֶ%@^,@,@5l@tb? +=p ?](pDGR@:bAN.3@tF? +=p +@F@8Y@3X@5@1A _b@,N-'=}@Ϳn E$㥸@=oQNAX@ F?p&@F@"ʵ)@%oA:@$L@%K,6F@%ŲX|?ͿSEE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V?񙙙&E?oy@CElAŹqL@; F? +h@F@" q@!o2:@"w*@!f9/B@ C? +=p ?[`BD6So?C@@< kA7@@F? +=p +@F@@ҙ(AňyX#@c(F@5{8@F@Nu@$@7ǝgCS@}O@)f?ffffff?(2G@Eو't@|4~AVV@73F?ffffff@F@ C@RW@UX@/g@p?񙙙?TeE;ʓH/@ +oAի@|u0@F?񙜾@F@"q;걈@"Kwc@"zT@!)@! -ۋ"@ '4Dػ_@ƨKA +p@1*`@ ?ҐrE wbt@ЊHTAB,Y@PnF@ =d@F@:$ @C<@~4@T4K@ Ⱥ?333333?#sxERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և? +=p HZ Eb3@&m=Aȑ'~@,:F? +=p +@F@WV/B@z@>i@]Y@لc@?c;%F@]AL?(@/YF@tlg@F@ f}H@ECw;J@44J7AD~7@*rF?@F@Ť@ʛɍ@2#.@͈bx @xI??['d(E1hʑ@1;AIsJB +@9s F?>M3z@F@TJ@Y3_e@@@L̞xf@@ CQB?F?ڐ@Y@F@0tˎ*7@1R!{@17'@1@@0q?GzGh| Ei6=@RA숔(Aʟ~7@W+\F? tO@F@1h@PvQ0@  @KE@f8y`@?E{FCk@ѓZvAׄZϓ@PW!F@@F@M3ˍw@z@kSI@_(|Q5@E?333333?R@E̸4@`ZA& +o@MEFF?RK.@F@!)]@ ^?5@!XLu@ l@ (04?ffffff=(FXT??HE/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L?(\*YՐDEdETs@zAs4o@&F?(\)@F@'Vni@%k1@' ɇ@$ +Oz@#l ;@ ?+=PDi WQ@W(AX[@ bF?{@Y@F@1@2 R6m,@28HC{@1rfXA@1"{@rozD߮f"@O5Aa?)@m6.Y$F?9m ֶ@Y@F@0=@1M@1G:`D@0yju@0In@?Eș*F@XPQ5lA֣ak@r2nF@@F@}<@,&@piK@ҺDtO@ ז@333333E0E q@_)FAA$њ@h'ѶF@%=\:@F@+L)@rWk@qw@5@zˈ@\(?s'lEЯ ()@9 +A6@O@lef$KF@J@F@g A@x=v^ @F)@l@F:?333333EDDg@=v΢AV!p4@*F?333333@F@^A{S@;;}@^J@/q@/"@]I??wE.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)@靦s>E,E;9O@n٣ARi@.gF@@td@F@pң@6,_j@B$ +@<nij@Jƾ ?ͿD[dE(fG@s'PLA*YJ +@KF?7@F@0?Υ@,C_>H@.݌|N@*bk@(a@ffffff?ŀr/D5^@X`A_'P>@ CQB?F?ڐ@Y@F@0tˎ*7@1R!{@17'@1@@0q?Gz@9mFXT?ͿIEI@\1ANj׌@xKF?`(^@F@ O)ΐ@MT;W@ PJ̀@m@4 ?=p +=%o8FXT?\(¿,AFXT@?4ӭI0E~TG$@VAq*:#@>J2F@@F@18}t@s\sW@1 g@l@?ٙ?x4E![Ɗ@vJF~AOkb@U:W/F?ٙ@F@016@-0KK@/Aa@+;\@)3k'@?J$~D́I@2G o&AU{@!13kcFF?l7`]y@Y@F@1r^OL@2 ?D@2-U%@1qr@1dr?p +=p.V`FXT?޸Q?BE.W +@5|LA\c"@k ]!F?޸Q@F@/d@+)*w@.'y@*E(lH@(0-?QȹaȥFXT@ ̿o-*FdHa@eܑA"@ۻHF@\l@F@ +`1@㲝H@[1'@ 6i@1?(\)?QϔEJҭв@ǔAd:@(țF?(\)@F@ u7@ F;;@ 6/n@ _[@r:@?8E.'@lA-m@HPpF@@F@]<>ev@ҍۥ@V +4@<ϒ@`@\(?g|E_`2}@:At~S.@)x`F@\(@F@xf\\@0tL@ֲl@Vgf@8*@ffffffJDk1@Ĕ$TF?=Ć.@Y@F@0v,:@1!2@18UR_@1$}] @0?-^@ ?Q>JXD @@&-<(AYuдr@ MLF?.@Y@F@15)@2 X&@2Bʃ@1Z@1ɗR@?nv:Eș*F@XPQ5lA֣ak@r2nF@@F@}<@,&@piK@ҺDtO@ ז?(\)?ɿhtFXT?zG|?| xD*'j@^AScUt@xyF?zG{@F@3zI@0Co@2pfaV5@/6@-}Ĭ??GzHHZ FXT?ə?*":"EE,@YeUA9Μ@8{=kOF?ə@F@2a˨@0.eV@1bI@.'t@,m*q(@ ?n-bFJ@m@7A]q]T@G3F@ @F@ +6@q;@@Hc@ _?Q@9mFXT@Ap2!0E\D@p4Ab@bfۍœF@Q {@F@x@1@F-@_{p@-K"@V`?zG?I!IFXT?GzG#`\DEVD2@r^BAhz@醫F?γW@F@ P;@ZzBD@G@yQ +@2f?zG|O!?=Elfc@A]A+%A@ک"wF?zG{@F@1@._Yj@0vZ@,$L|@*C@?4:!DŠ @{bѣAT@!X1_yF?uX@Y@F@1Zn;@2J-@2t0J.@2,@2Bi'i?@9mFXT@Q?V':E@x`@EFYAg5 +@Jŷ*F@d9@F@OV@Meat@z1@*Ev@n9G?333333ӦOѸEj@[5As0@(a3QF?333333@F@ 7kW@ VC@! L@ QKy@oS?GzH?nJ|tEIj)@.NAط@uX ƮF?GzH@F@"7fd@"/¢6@"Ys?@!k@!/o?QA8Ep"ِ@͗EAPb/@{jF?Q@F@%xd(1@$>@%0I@#)Z@"3@<DW5ʿ@|š9{A^|:ш`@ SdmF?l7`]y@Y@F@1\S@2'/?|@2z`>B@1lk1@1Шt4?(\)&dEJҭв@ǔAd:@(țF?(\)@F@ u7@ F;;@ 6/n@ _[@r:?3333344E `<@u] %A|0T.y@uzr"F?50@F@1 rY#@.7@0Ȟ!@-L i=@*?L9lN?\(ÿrQ@EGΰQ@_!Aګ +Wm@"F?\(@F@.B#@)B@,E^u@( IO{@&<I?\(\@9mFXT@ ?WDSxl'@cjA\0l@ 0:1F?I< +(@Y@F@1ʡ4@2D@2bsd@1?@1>x@j|E\D@m +\ۊAlS+v@aoF@[PZ6@F@@!XL\@z@+@TjawF@?qXE$Xl]g@ ,A[ @BDyF@:x_@F@} u@;YrR@4t@ p@l?fffffg?qEc@X"AX9⣀@Ȏc5F?ffffff@F@1_*"W@-Lr:@0j-@,_9v@*OH5ӝ@?xEX&Ds +E@iPPtA`!@ pH F?^ s@Y@F@/;a@0w G@0y ,@0nH +@0wWI?(\*le4`EtĤ@$HA 0,@"ЫF?(\)@F@2gKl@/l\@$@1y5@.C9%UO@, |@\ bE\D@wptAP;_~Q@c%F@@G@F@fw@AĦ@GAP1@0No@YČm/)?p +=p?t`@Eّo@ŜiAX1@[SF?p +=q@F@(k7@B@z[@Je@yN?Gz?jGFXT@?ϑKږDˊSf@n{A^s?@ H$F?*@Y@F@1mQ@19Tf@2$@1[@1&wk?Q?u FXT@ ?RDh@AX2z@ HlF?B@Y@F@1)H@2 # @28*o@1r:@1(?zG?Ǥ4E4 \L@P=NAv.U@O)r{F?Wx-8G@F@{~u@!Q@<|@u + @hF??)&`E/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L?ffffff? lY%A1K.@^f}YF? +=p@F@*ZK@'z )@)j@&Lᾳ@$'?陙EY%z@]XvA‹[@k +:F?陙@F@)X3 X@&zEX@(˾n<@%~6@$g;U@zG|?A٬{KpE}/F@/ .A36x<@M0PF@ ^#-+@F@.~TS@޷[@@Mk@;t+hL)?\(?]BE!TWP@":AݑX@E=LF?\(@F@(#u@ @)Qg@ @ 7? +=p [Y>iE4zge@1gA+@6F? +=p +@F@'''9@Ӓ@o9@v|k@?QR(VBREJPh}y@+m$AxЮ@̰F?QR@F@1D@-^ -@0(\@+ +,~+@)Ap7?YE#PȺ%c@tDDARhٕ@.F?@F@3ӷlx~@00?ͿLxE.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)?陙?u;|5{EY%z@]XvA‹[@k +:F?陙@F@)X3 X@&zEX@(˾n<@%~6@$g;U?\(ÿںD\+E@+A <,@eJa6zF?\(@F@3iz@0RD@2:8Brj@/);@--} +c@D B@ŠbuLA[ @ DRIF?q@Y@F@1UI@1˪]@2 ^@1ı@13uC?b #~PE|e@ynAc@V8F?'-i@F@#]6G@"qj@#'+VI@"X)(@!7߫@?[ë Eť!@#8A +AM@#!jF@d@F@mH?@9ܑ@TQ@®G^@Xd?Gz?Fa(FXT??x +E @@p/A%`@359MF?@F@4}@jcF@m@Yfa@>1/?QR?ҲDFXT?Q "(E+@ż tOA$\@ Ri:F@ض@F@;E@o7@h@3ODA@fu>?Q@9mFXT??NFKEu D@áA@@+j@{f}WF?@F@@t@6@5—@>pq@P$)?ᙙ*UwE/Il@u؂A.:@OF?ᙙ@F@2?#@-SMkW@0 $@+ULz@(4" ?GzHd_FXT?zG{]xcHE/@4AF@=OY F?zG{@F@qw=@4@=FX@2@2[@GzH?(OwE/V^4A@`EA?W @[F@!5 +@F@wfO$@~΁@Y_h@w@@j@gwIAW8M@! }؇F?9䣃@Y@F@1Nc+@2 )LM'@23~@Z@1p @1d@?`gDд"6rh@+QAZY<)@ κZF?ꫴNP@Y@F@1Fon@1̡@1 fh@1gJj@1^?zG|Q)Elfc@A]A+%A@ک"wF?zG{@F@1@._Yj@0vZ@,$L|@*C? +=p D+FXT@?>o֍Dӓ*@œLiA^Dfw!@ XUF?Y5;O@Y@F@1$@1n@1O`Tf@1ui@1ZU p@?ӿ\DӐ4g@šzm7A^GLq@ XVF?o~=@Y@F@1EEm@1G? @1pC@1uڑd@1ZN3f@3H@{DY@!H? +=p?TDWj@lA#/L@A8'?F? +=p@F@4Ʊ@1o߱@3Rh#%/@0@.\]?333333-@0EDDg@=v΢AV!p4@*F?333333@F@^A{S@;;}@^J@/q@/"@]I???olE/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L? +=p ^T=FXT@?ۤoHEONf@/|A,G{@*6F@r0s@F@1Nw@X@WE@Ƚ@$`?ͿS3eE.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)?׮zG?_c4FXT?333333}u:EDDg@=v΢AV!p4@*F?333333@F@^A{S@;;}@^J@/q@/"@]I? +=p ?/x D6So?C@@< kA7@@F? +=p +@F@@u9F'AR(n@0 +DF?ٜԵ@F@0="@-0B@/ԙD@+c;3@),y{@333334?ؐrE~[V@J:!A߾yY@/!wF@*L@F@+du@Q@h0@th@1R?VE @@p/A%`@359MF?@F@4}@jcF@m@Yfa@>1/??B7E1hʑ@/?w)>@(o@&,^@aDIp=z@o!2ˀA^ +@ R NF?\ı@Y@F@1|Qh@2'(p@2z @1@1ѧ@Q?=p +>\rEQ2yN@"NAR)@ IQF@ c^J82@F@@@2@ʌ@Z\ @ ly8?Q@9mFXT?ZbfE/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L?? +fWzE'弑ߦ@g3DAg@؅_oF?@F@߾%@l+ƕ@Ҽ"[@c>r@O-@_D{L@Ǡ<AY"O@ YTƺF?;'j@Y@F@03P@1K\I|@1X![@1M@1!3@0p/?QGEC @As{@WF?Q@F@. aS@*RJ]@,0@(ģ5@&sg_A?p +=p=h*FXT?p +=pvpFXT??U$E @@p/A%`@359MF?@F@4}@jcF@m@Yfa@>1/?GzG?yp@EQ +[@XmbkAǾ@eF?GzH@F@ %@^.r@ @_%Q@"@:@T?QR?"iGIFXT@ ?^d`DJFG@=wAX @ 嘹F?k @Y@F@1i@2 +mR@2=|Dl@1<Ǥ@1qRu?(\)"T`3Eޞ\@jX>Ap8j@F?6U\R.@F@ \@ JU~@ @ @v ?fffffgZVEb@\ iAǕT @6;F?]@F@2@Yzİs@C7@l1"@nr(?ffffff?,rܶ(EwC`@{WqA1ʔ@UF?ffffff@F@ROO@|tlU@`@_B$@7rFA?QRcFXT@ 333333?E$p@+Z:AN @Oѧ@}F@ Qھ'@F@­@(#M@6%}@T|Sb@\?zGHj2 E?@IdAP@T&8 F?JoŊ,@F@7'@'`N@۪=y@ef@b?333333?ZbEj@[5As0@(a3QF?333333@F@ 7kW@ VC@! L@ QKy@oS?333334# wE`!U@t -iKA̔.qE@/ßըF@n@F@!8@ .@!FZ@ s7!@ow?əEE,@A>EVT@81oCƸF?ɡmq@F@2h=\@0/F@1K@.1@,m5ta ?ffffff|tEbV,@j%NAx^_Q(@ FF?L@F@$>@'$q=x@&z|@':yf@'W[u@ ?D@A_@@WmAZq +@ F?yQ@Y@F@1ƶ@2}Y@2K,@1 m@1 +|wJ?̿^s +~.EĶæB@zPzAR7,]@'%^F?rK8@F@@B,@;&@q@wR3? +=p +?QccE;qn@_/AE?!W@,F? +=p +@F@!;v \K@ 9@!jiUNi@ 4@ :"? +=p ?f\ENG9`@:AԶr@D{F? +=p +@F@,py[@([&@+X1D@'>%@%1}??, n5E.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)?(\*?kLEtĤ@$HA 0,@"ЫF?(\)@F@2gKl@/l\@$@1y5@.C9%UO@, |@333333{H2E/!}Q@ȿUA|8@U IF@5v@F@d0s@MW@W@@*_MR?QRBJ:FXT?GzH5FXT@«Dp\@_ًAT6樥@!]F?Ck&@Y@F@0.1@1jП@1. @1K@1d A@iVDؚH@% -3ATJ @!S}F?z$LD@Y@F@0rD@1h@1\br@1q6@1o?Q?\Ev@@:ɟ1AQM@`F?Q@F@!mS@!&0@".@!/BB@ ~o`p?(\*l@EE~O@`0AG E@YF?(\)@F@6{1^g@1658H@4 C@0kFc@+\Rk?\(@9mFXT?ͿSWV`E.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)@ ҁąD٥j]^K@?*z_DAV`>`@! +G]F?x @Y@F@0dE@1@1en@1$zj3@1js? +=p +@9mFXT?Ϳv@MDFXT@$0pEe%@>LAm,K@XՁ@F?ʁ@F@#Of@#~@#o1E K@#ˆO@#@I@B)@׎Zoی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V@k{aRD@ƒx)W|A[_t@ JBF?di@Y@F@1V($@1-3@2 +@1 ̡@1sCķ/@?IײyEڳ @ћQA'2W>@9KF@@F@%@oyXR@} t'@[@Zn'S?GzР(E#f@/6TA,ݚy@X*-F@8-n@F@C@"mz@ _@ZG@rrر4?Q%>?FXT?QR?{EJPh}y@+m$AxЮ@̰F?QR@F@1D@-^ -@0(\@+ +,~+@)Ap7?񙙙A*ECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0?Q?MOEC @As{@WF?Q@F@. aS@*RJ]@,0@(ģ5@&sg_A@ɃuxD,XG@Œd8A[|Ѷk9@ ! HF?ulvK@Y@F@1UOD@1ϷEH@2l@1p@1u?Qm? +NE{ @Gc%A󯴞\@0AmF?Q@F@!1&@!RJo>9@"6kZ @!6b@ b|?ffffff?œC+@EͷS!@nv1"sA +ޡ@C7ƯʑF?ffffff@F@^c2@yD@U @~s@T^\@$ kEenO@d]A+@%]IF?f{_J@F@%1 @$~ +@%cA@$bdq@$Uf|z?\(?/^Ep]/@ `A3'4@5S0 F?\(@F@"Nr{@!]&@"nX@!j#&@!V+``@333334ӰVF 8p@@YAjɁ9@ װ; F@#˓% RD@F@^0X8(@ .!o@ +1_@`gZbI@-W^6I? +=p?4DWj@lA#/L@A8'?F? +=p@F@4Ʊ@1o߱@3Rh#%/@0@.\]?ͿmEF-8@f+zKA D1@`8(cF@IcHj@F@bt$@%@tomo@ʚ@wdCJ@?6OBDFCk@ю 6Aגd@P?>F@P@F@ l4@A7@hW)W@[窰@nf@Eյʼ-@.!6_AؘeI@Օ4dF@KZS@F@ # @l0) @F\:@~+*@9\? +=p ?$QXFXT@ffffff?WU@PE/aƉ@W*=A̓%E@vׁF@ M@F@rk"@;E&@8|@Z@W毴?GzHi).FXT?333333ޘenEj@[5As0@(a3QF?333333@F@ 7kW@ VC@! L@ QKy@oS?JE/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L? +=p |6dfEz@P]0$A£Vm@T6jF? +=p +@F@3-ͤ@0vJ@2e@/VldF?QR@F@#fE@"*@#m޴& @"(MAb6@!48??ߏEUK@flAǣ>"@>ddF?@F@TsI|@R~t@J!W@c@/d%? +=p﬏DMDWj@lA#/L@A8'?F? +=p@F@4Ʊ@1o߱@3Rh#%/@0@.\]@ܔECي@ +DB&lE=@45F@@F@ +i[T+@>A+{@-O@酝A@ v# ?陙4sgpFXT@\(?r*}4EЯ ()@ %# An*@m}BF@\(@F@1@ _@Q +@; @cnVo@[ Di[ɛ@CUA]M:c@ p7)F?u%F @Y@F@1v'&@2`}_@2j̈@1l @1Nĵ? +=p;EUmRԨ@[> lY%A1K.@^f}YF? +=p@F@*ZK@'z )@)j@&Lᾳ@$'?Gz?ybFXT?ͿhMBE_._@I` A.O@nsF?@F@6&$S9@1u@3ѹà~@0i E@++" +d3q?Ϳ6ERNe@@A=K@ MŲFF?@F@̎@?>*ߩ@wKm0l@ uf@ώ3 @p +=q?Si\ Eމj@VMAִ@,dl@wLH%@R9?Q?TDd@NA4@6"=F?Q@F@8C@3߲r@5 @1o@-2@3333344]0F 8p@@ЉK`|Afb/B@|PF@[\$@F@gt@ +)>9i@C1@ +BI4@ ΋L?ffffff2DFXT?(\*7t &EdETs@zAs4o@&F?(\)@F@'Vni@%k1@' ɇ@$ +Oz@#l ;?GzG? 2EQ +[@XmbkAǾ@eF?GzH@F@ %@^.r@ @_%Q@"@:@T? +=p =lsFXT?333333?SJZ`Ea@(ѨA*@F?333333@F@(1V<@%Sؾy@'@$rkC>@#%?޸Q?E dDE.rD }@(lA!E)@iAF?޸Q@F@/LT@+[@.%T@*Cs@(Nz?Ql2FXT@  XDyW[d@ǢWփAY@ EF?P3:~@Y@F@0f@1L +]@1XP@1<{@1=0H? +=p ?϶ôD6So?C@@< kA7@@F? +=p +@F@@ƇA߉e@1HRsF@kX@F@9>w@ C}@MLڱ@>tQ@ag@ ?\u94,D؟@/OqA[)&`@ $:F?[-M@$@Y@F@1tO[l@2C'@2W i@1O{@1늤͐@ _]4wDumF@ǀN/ZvAWMp@ z 1F?XbM@Y@F@01!@1jji@1w|$Q@1ZYP@1ZG@ $Dg&0q@O$bA_rO@ 9SUF?c +Sy@Y@F@2q`@2/ڔ@24K8@13R@1?ox@\(ÿűܙ&PE[˻ @ )WU^A + eB@kF@&_Z@F@6|1@QN@fh]3@1N<@'=#? +=p $%D6So?C@@< kA7@@F? +=p +@F@"Eĝ d@v)A+*@ G'IF@Vo D@F@x@F/EE@p(I<@6a@>>O?̿ϹEĥt+e@z<AfOX@kza:F@pO@F@qE@0.'@da/@ǢZ@{V@333333?ڙ38EѺeg@*D2ArN@"iF@d4\@F@TBw@;}O @ئJ@d*i@Ɵd'?\(ÿ&줞Ex@AwAf4:@Αg:MF?\(@F@1w@..@0~=@,YI̥@*m ?Q@9mFXT?zGAՒFXT? +=p .*OxBE4zge@1gA+@6F? +=p +@F@'''9@Ӓ@o9@v|k@?333333?O[ERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և?GzGմޢE'[@$tA ]/@VM9F?덂4"@F@ p a@[Yy@ ZQ.@ idQ@Z@A?=p +=?=E7@0A]A96#+@ nLF?=p +=@F@!mC@!bF@!n  @! a˴1@ >?333333O Ej@[5As0@(a3QF?333333@F@ 7kW@ VC@! L@ QKy@oS??[WeܮE'弑ߦ@g3DAg@؅_oF?@F@߾%@l+ƕ@Ҽ"[@c>r@O-?333333'TpERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և?ffffff?GewE3@FYAL}I+V@ָuF?ffffff@F@1[ @ =~V@h@~&@"?333333?6*LE̸4@ Aڟ\6X@ 'F?333333@F@!(j4<@ ,7@!Ss@ f @ -8S?(\*}D୍_J5@IDAtAӂc@"#~F?(\)@F@5@2c2F@48@1l)T].@/K?Q?%NEC @As{@WF?Q@F@. aS@*RJ]@,0@(ģ5@&sg_A??Ux@E LVVp@*ؠdA Έ@2~;F?@F@24;9x@/\8L M@1,+>@-J+@+o|@?X~ Dˆ47b@ÔkTIAV D@!r F?V`V@Y@F@1|J*@2 'cK@21_1/??@ksE/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L?p +=p?ӋJB) FXT?Ϳ_޽ERNe@@A=K@ MŲFF?@F@̎@?>*ߩ@wKm0l@ uf@ώ3 @?h$@1>C?ffffffӕkEs^[@؅A!#f@mFF?0+@jU@F@#Yu@% +ꁰ@$a! +@%6&@%=6@?tvwhDL[@9i$AFgh@"ІR@F?m\@Y@F@1P`Eu@2H^b@2E@2#f@2v?(\)?̐UE?lI@f[ٵ*Atiz.@ZF?(\)@F@0@@*/x@-Ce@)>@&l1l?񙙙DIE?@>J;e{WADt@ψ2F?֔@F@" 2@!ښ@"w\&@!e@ { @%p{Dy+F3@JvAU\X@!*P!F?Ew@Y@F@0t+R@1sP|@1xͿ@1g.D@1l됧:?@9mFXT?(\)\fmݠE?lI@f[ٵ*Atiz.@ZF?(\)@F@0@@*/x@-Ce@)>@&l1l@ffffffFRrDB,@=_wA_U2T_@ >_F? $ p@Y@F@0vQ2@1F_@18e@1#7@0DZ?\(\a0*SPEqV@ "A0OTL@esF@1C9:1@F@.K@_M@]@nI!@2 "R@wJ$D3gw@Ą"H7AY~D@ T7zF?MUh@Y@F@1ȑ@1\m@1?@16tL@1wAGx@?ͿWT!`Epcņ@klAwS@ F?K_@F@$M{@$$4Fh@%$§@#vSj@"(@ͿI:EAKƅ@% gA5;=׾@SXGF?zN@F@"]{n@$s;@$WqI*@%Of@%Htu??FKBEUK@TԐ xAѤ @!$rF?O4Pi@F@SB@^El@HQ?@Wj"@cx?zG|Sn D*'j@^AScUt@xyF?zG{@F@3zI@0Co@2pfaV5@/6@-}Ĭ?@ͿŇւEсPpV@'nhAĊ@F@U@F@X @D$!@h0@7 ]@y+SW@۽=dDʰ5@%݊AcLI%@/]1IfF?q@Y@F@0;%(l@k@0DTd`@0M+֜@0,PT?@0R]?GzHWkF0 FXT@ffffff?1Dbz@ļQRA`UK@ )5v1F?`s@Y@F@0Z@1Iq@1>?@@1[~@0VJ?GzG{YHFXT@Q?y E5@˯Ih1AϢt?ha@?\F@Q@F@< @9 K@Wwr @h@xy@٢" ?GzGrĘFXT@? +'(El^M@BCL<%1|@x3F@@F@ }W@9+G@~ɟDm@zX@>@ z\@ffffffBdvD +1@A!wA`!{@ *(lF?ڐ@Y@F@0VM@1.W@0G@?PDh4@Œs삇A[*G@ V-F?ud@Y@F@1UR$/,@1ϸ5Ǵ@2W'L@1}wc@1TG6?Ϳ J-Eqqtb@l@ A/3:L@!'F?&,@F@${@$@%$:=@#uy'@"jYى ?ᙙ?tE/Il@u؂A.:@OF?ᙙ@F@2?#@-SMkW@0 $@+ULz@(4" @333334tF 8p@@gɸRA*9@uL:@ +w.@ Sn`? +=p?ㆣ\DWj@lA#/L@A8'?F? +=p@F@4Ʊ@1o߱@3Rh#%/@0@.\]?У +=pb=E@;zAh5@@C{F?У +=p@F@2IL @/3`\@1aI:@-p6 @+h3@?tI7DΔ"HQ@ A\cS@ Bu F?iJA @Y@F@1cL@1xQh@2 +,@1HL@1c?E/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L@ffffff SD&5@MhA`ٿ@ *CvF?̷C@Y@F@0P]@1Wr@1>s@1w@0%)?33333490gFXT@?^U\hDзē[@. vAZS4g@ mF?걅H@Y@F@1F$@1̕T@1F?ڤ+@Y@F@0vwq@1Eaw@18[ '@1֙@0rX')?\(?C%E-@AwAf4:@Αg:MF?\(@F@1w@..@0~=@,YI̥@*m ?޸QyE.W@\@5|LAA@kۊ"F?޸Q@F@/k)3@+09@.'ߧ4@*E.⊦@(6T.?zG|?jZFXT@ +ffffff?EZ; E쨹}?@8PAG[*@ &VIF@ +ffffff@F@xs@d/k{&@̂G@gN@47+a?Vjy4`E/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L?GzG2jEQ +[@XmbkAǾ@eF?GzH@F@ %@^.r@ @_%Q@"@:@T?Q?.u6E5'&@þ:A;@vDWj@lA#/L@A8'?F? +=p@F@4Ʊ@1o߱@3Rh#%/@0@.\]@?ͮorDs +E@iPPtA`!@ pH F?^ s@Y@F@/;a@0w G@0y ,@0nH +@0wWI@? FDpW6@'-n`AUwU@!/9(׫F?X' @Y@F@1sh_Ϫ@2 *@2-vbH.@1A8x@1k.I? +=p +?;@E;qn@_/AE?!W@,F? +=p +@F@!;v \K@ 9@!jiUNi@ 4@ :"?p +=pakFXT??ѐ|BE.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)?zjscE#5@7iAa5@._F?@F@u0o@i]@p~hdG@oY}@?@ [3SD҂g΅@3(Aa@v@XVF?)Ie@Y@F@13 ^@1F@1(}Êe@1hv ټ"@1AP@&{f]@&uߋ@&<)U@'!)\mH?Gz?{$HFXT?GzH1.FXT@?B C xEFԼ`@D^V0Ạ&FK@87bF@@F@-@G֭b@ۢa@tY@ =? +=p CqmE4@+O1AĤ<@wF? +=p@F@"ߔ@"ej@#(/yr9S@!{&@!V:k?ffffff?_FXT?陙īë@EY%z@]XvA‹[@k +:F?陙@F@)X3 X@&zEX@(˾n<@%~6@$g;U?333333@9mFXT@?zqDдY>@+zCGAZYcQ@ &F?꫊\$@Y@F@1FڊcX@1̢; @15@1gfc@1Bn@2:[Eʛ@WjAr;Ȋ@`Ja@F@3H+@F@@5@"+@gJ@3%ΰ@zsP?r?GzH?{E/WY +E@Dv{ܣAJrJ@6۷F?GzH@F@"W@"N}@"Af@!O| @! 20;? %nE @@p/A%`@359MF?@F@4}@jcF@m@Yfa@>1/?陙?ӳjfEb*8@*A7@Y F?陙@F@&[@%fM.@&`A@$; @#1 @ffffff?蓸DC!pe@ItDWA_AQ +@ @0KF?ud0+A@Y@F@0uۏr@1)BL@18Cd@1p@0}iѰ??TPvE5ZÌ@C1 Aħf,o@ٳ8F?@F@"=l@"\&@#~3 @!׫\x@!P//tT?333333aPhERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և? +=p VFXT?Q?ә;tVPEQݥ2@÷zA]a>@r85F?@@F@mB@BV#@GA@KK#7@`[?GzGCY0EQ +[@XmbkAǾ@eF?GzH@F@ %@^.r@ @_%Q@"@:@T?Q?ƮF3(E2:>+@ƒ*v%7Aɋ +D@*E);F?@x@F@}2S&@}H@_K5@L>P@ge?(\)?wtc_EJҭв@ǔAd:@(țF?(\)@F@ u7@ F;;@ 6/n@ _[@r:@ ?<HDJFG@=wAX @ 嘹F?k @Y@F@1i@2 +mR@2=|Dl@1<Ǥ@1qRu?ffffff>rkE3@FYAL}I+V@ָuF?ffffff@F@1[ @ =~V@h@~&@"@?uDӓ*@œLiA^Dfw!@ XUF?Y5;O@Y@F@1$@1n@1O`Tf@1ui@1ZU p?(\*lNH5EtĤ@$HA 0,@"ЫF?(\)@F@2gKl@/l\@$@1y5@.C9%UO@, |@ +nD۪m@+֒RiAYe4o@ ːF?n.@Y@F@0N!@1r G@1k@1^⇒K@1XҌR@ffffffkJIDi77@;zA_Zw~^@ >|aF?_ô@Y@F@0vߟ@1(A`@18WF\@1%&Ts{@06r.?ffffff?ƝToFXT?ᙙ?͎.0E/Il@u؂A.:@OF?ᙙ@F@2?#@-SMkW@0 $@+ULz@(4" ?333333?ԞjEDDg@=v΢AV!p4@*F?333333@F@^A{S@;;}@^J@/q@/"@]I@ 333333D 4ExRֹ @ 4?A @\/ F@FCg@F@ 8V@B=@'@]x@04@MI/QDz@Y%A^a#@ VT4F?YJ@Y@F@1BP@1#'ݡ@1]K@1v T@1Z;^?ffffffo15EͷS!@nv1"sA +ޡ@C7ƯʑF?ffffff@F@^c2@yD@U @~s@T^\?(\)Bb!FXT@333333X<}#hE~[V@*HAx3*@eT,F@J@F@|YM;@( @-y@L_@>Ur?Q@9mFXT??T`E/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L@?5k{0DӅW\\@“8A^U&@ WFlzF?7@Y@F@1$@13a@1FU@1u@؋@1Z4}F?ͿڼOE.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)@Ϳ^@~E%"@@*APā@kiF?{0@F@"so@%X*w@$@%Lgܓ,@%#^?p +=p?S&Eّo@&El; AΥXv|@v"2F?,~@F@9.0@iV@c 1@@h@?ߋىDs +E@iPPtA`!@ pH F?^ s@Y@F@/;a@0w G@0y ,@0nH +@0wWI?zG|?․cTE]u@ȻUAǜ +3@1YF?zG{@F@ b"1@ +/㩨@ g[R@0?e@H&?\(\?Eݨɱ@ЗX̹Ag!^@?8F?\(\@F@2} T@ @vH@@?zG|}KQ޴|D*'j@^AScUt@xyF?zG{@F@3zI@0Co@2pfaV5@/6@-}Ĭ??p+tAEu=@~-uANf;@LpF@cZBk@F@Sqx@x@m@@Ľn@i$?=p +=r4FXT@?k +FJD[:R@1^A]]@ nBkF? +(w@Y@F@1 +Rj@13'@1t](@1t(@1\h@7W@s0Eq@kTASԫ@"$(qF@ ,^-@F@}GD@I-V@.߇'@XpcI@r&l$?Ϳ|EKq4@@ A@ͬQF?>@F@*X|'@(qT@)ҷ,H@' ?! @%~CX?ffffffM\E3@FYAL}I+V@ָuF?ffffff@F@1[ @ =~V@h@~&@"? +=p ̀֠ENG9`@:AԶr@D{F? +=p +@F@,py[@([&@+X1D@'>%@%1}?񙙙?HƋDE;ʓH/@ +oAի@,\F?񙙙@F@"q;>@"Ku5@"w?)t@!(]@! -]?̿Z–pFXT?׮zG +^FXT?ffffff?R(E3@FYAL}I+V@ָuF?ffffff@F@1[ @ =~V@h@~&@"@ +ffffff() :EuԙZ@Ȫ2AB@_[F@-V@F@jC$@+a:d@r H@4h@GGh`?ffffffY/E3@FYAL}I+V@ָuF?ffffff@F@1[ @ =~V@h@~&@"@?pL9HEHT|@epȂAR-ZV@YhF@@F@i+OV@I'w@2:@)T@?p +=p?dFXT?陙?U&YEb*8@*A7@Y F?陙@F@&[@%fM.@&`A@$; @#1 ?Q?7 +@E[# ԛ@BŧA¨ @}F?Q@F@)j:>)]@&f!Z@(@%iG@$F{;@fFRrD{d9@wNxAX)afx@ ѰF?8\g@Y@F@1v+@1)@1W=@1ɸ@1F2|??ᥟ\PE'弑ߦ@g3DAg@؅_oF?@F@߾%@l+ƕ@Ҽ"[@c>r@O-@?b{N`Dзē[@. vAZS4g@ mF?걅H@Y@F@1F$@1̕T@1i@]Y@لc?QmXEC @As{@WF?Q@F@. aS@*RJ]@,0@(ģ5@&sg_A@?gdEaGc@?[VA0ᒖk@F^F@T)@F@oK@"7I@m3~@/J7@kU@?zDз@.wVAZSj@ ҄LF?pO4@Y@F@1F1V@1̖7h@1U9@1iOG@1T??*XE LVVp@*ؠdA Έ@2~;F?@F@24;9x@/\8L M@1,+>@-J+@+o|? +=p?ò$EUmRԨ@[> lY%A1K.@^f}YF? +=p@F@*ZK@'z )@)j@&Lᾳ@$'??K\EUK@eqXAǥJ@zygF?IwBW@F@Tl+@PJ@J9ǧ@3@rcb[?QyZEC @As{@WF?Q@F@. aS@*RJ]@,0@(ģ5@&sg_A? +=p ?XDGR@:bAN.3@tF? +=p +@F@8Y@3X@5@1A _b@,N-'=}??R:nEo-@M AȐb@;TtW F?@F@NNJG5@4 @{@Lژi@Dx2??\To\4Eug6c@į ~A -^@;F?tF@F@W@hB@խ@ +$-@H@$?333333rVEalA@<*sA[R觰P@82F?T@F@!* Ct@ ֈR֌@!]*G@ 50M@ &V??E/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L@Y-TE <@%ZlA4^䠒@KeF?jF4@F@#}@%0Ҡ @$ @%aۼ(@%V@? +*DoPR;@ǗOAVTɗi@!=F?(߹8@Y@F@0ʰ@1vP&@1@1~@b@1qdD7??@}xEE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V@ 4;ޤ*=Dáj#@yƃBA_I\@ @͑44F?k@Y@F@1d@@2-BwDQ@2[wo(@1Ŵ@1??p +=pBntFXT@?+G׀EAl3@ڦB9A@nF@@F@Ҥ=T@J;v٫@!5@Ĺ@ P@(b?̿H!&Ef/qd@ɀ64Am1@H#UpyF?Q*&@F@P@]%@:@@)MQ@. +??1܁!E5ZÌ@C1 Aħf,o@ٳ8F?@F@"=l@"\&@#~3 @!׫\x@!P//tT@zD=?*@Ǖ\.AVlqb@!&tmTF?pϿT@Y@F@02e8@1<8@1E䛈(@1QG@16vb?fffffgA#Ed\@X"AX8r@GPF?fn^lV@F@1_BH@-C@0je@,_?x@*O4?񙙙?\{ECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0@1^y@1>Ȥ@1a@0 v<^@?eltEș*F@XPQ5lA֣ak@r2nF@@F@}<@,&@piK@ҺDtO@ ז@uPy~4FkiR@'ǡA1m@OzҒF@_=T@F@!/=@ +2ͨ@ꋋ@ +zɹ@ hK~;?GzHE-ĸY@X.j AxE&@* cUF?GzH@F@2nV*@.@0<@,kU@(Bd6?ffffffLoI~E]4@D]5A5^p~@/F@$Ċ@F@XΓ@5G@$SQ>@r?@ǿ ?陙ĭe8FXT@05$[Eo`u@ޙpA@Uϕy(F?Cy@F@$j:,@@$@$z @#/N@#z@ffffff?ѫBhDoơ@HA_Chu@ @%)F?`@Y@F@0u8@1> @18Mk@1&B@0x8V@-zBDؓ@%BjKAU6\@!*i`F??@Y@F@0Ke@1H=f@1<̶4@1A@1x?333334?.MRLEoy@vj&_AvЧ@Ś5F?333333@F@1R${@.;c4@0 ˬ@-5\@*;@|;22Dn>@HՏA[%LY@ MF?V. @Y@F@1Y*!@2]@2R^@1i;@1hIJ@Ϳy`F"[n@LeAcYJ3@[9@ȠF@B@F@8Ll`@@m@ fCw@ +m?ffffff?U' Es.@åʰ:fAMض6 ?@7T bwF?ffffff@F@ch@g4@x"@kg@}@A.?Ϳx\6E.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)?ٙ/|E!>@u9F'ARݙ\G@/JF?ٜՎVldF?QR@F@#fE@"*@#m޴& @"(MAb6@!48?񙙙?ECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0F?^qo@F@'kb@&E͆@'6^ŋ@%wkY@$bK? +=p M~FXT?Q@9mFXT@?+gz.DB1@˫AFۆ}@"NjF?au@Y@F@1ೆ@2y6@2򥽱@2/@2|e?񙙙ٹHECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'03%UEE,@YeUA9Μ@8|~dF?əc@F@2aC@0."@1bb]@.'vp@,m* ?Q?ZS/E[# ԛ@BŧA¨ @}F?Q@F@)j:>)]@&f!Z@(@%iG@$F{;@ ?(Dy`@+AX9]܁@ 00F?/D)@Y@F@17_j@2 6@280mG@1|@1Ѐѐ?'8۬E#5@7iAa5@._F?@F@u0o@i]@p~hdG@oY}@?@? +<Dз@.wVAZSj@ ҄LF?pO4@Y@F@1F1V@1̖7h@1U9@1iOG@1T?GzHϐHdFXT??} E1hʑ@3J=AD/̃@esdF?@F@a0@Zv@ R[@Mope@=Lљ?ə?<EE,@YeUA9Μ@8{=kOF?ə@F@2a˨@0.eV@1bI@.'t@,m*q(?3333337My|EnCZV@uѱAQ<]@F?@F@!W@!0Ҳtd@!з@ l2M@ he~3?zG|]bJHHFXT@>JD˨fGn @é)AV}@!>8 +F?}At>>@Y@F@1zyX@2 ;O?@216s@1 Y@1Rܞ?=p +=VYFXT?? i8E\BQd@]ILXAkZ@֎7F?@F@ 9Oi@#x|@ 4yn)@.od@- +}?QR?6NEX@9AK@E^F?QR@F@2=@0P(O2@1΋@.1H@,x,Q?333333=XOERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և@pD#lD Qe@RuYOAWt{%@ r+S@B2tA[Y+@&1!eZF? ()@F@$ϳ7@$)@%DҎ3@#{@"xLi?GzH?P}TFXT@ rDB O@H $A`#?@ [*, F?^5?|@Y@F@1Dgm@1,@2I@1 0@1@@̿݅EU#@qC1$AЕ@>eF@w@F@GI,@aa@% @|@'@fffffg?wvE/aƉ@ƳK6ONAJVV@ giF@s@F@W\@,E@axz2@Ѐ˿)@ ?У +=p?2:6ӄE@;zAh5@@C{F?У +=p@F@2IL @/3`\@1aI:@-p6 @+h3@?.KDI8x@Œ^PA[h_+(@ 'F?u!.@Y@F@1UO@1ϷsjZ@2h@1᥹@1 +r?ffffff?AnFXT?(`E|u>@-ټMA/2@B#F?fM@F@#> "j@"ܱ@$L0@"G$ɔO@!hnՙ?QR?Ls`ElJf@Q AȔdO@ ZF?QR@F@0@ q*@$Kg@ h<@a +KR@ֻ3D}@Ƒ+yAWE2@!UF?ll@&sJuGF@S2v.@F@l5Ի@%h)j@v@+ݹ@1?陙j(NHEY%z@]XvA‹[@k +:F?陙@F@)X3 X@&zEX@(˾n<@%~6@$g;U?ffffff?VʹEͷS!@nv1"sA +ޡ@C7ƯʑF?ffffff@F@^c2@yD@U @~s@T^\@E8uVDؐ(ن@:6yAWn @ rqRF?{0$@Y@F@0)r @1,0@1's-h@1*ě@1{dr@brU).DնOs@†-A[q@ 4oF?jUp +@Y@F@1U҂@1J@2V?@1;@1??_u.Ep>+S@c|vArI@+N GF?@F@$H x@$)c]@%?}SO@#@"3 @ .D§/br@A`60Г@ $^W\F?䏛]:@Y@F@2 @27H(@2j7@1T@134I@ mvpDK<_@*RMtAX#*@ P堵F?($ xG@Y@F@0c"^ږ@1SlF"@1\:L0@1Ef~h@1H>^?ffffff?^MEwC`@{WqA1ʔ@UF?ffffff@F@ROO@|tlU@`@_B$@7rFA?񙙙^SC8ECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0@% D@#5!{/@"Oor?ffffff쏰5E3@FYAL}I+V@ָuF?ffffff@F@1[ @ =~V@h@~&@"??ϿMuE\BQd@X(A,@ĵJF?ҍ@F@ 9ymZ@&>n @ 5M=@.@*/{4@?EaGc@ȴt_A:@sDvF@@F@}G@-AP@79@En@? +jߞ@?ZCJ8EGI*e @/A̮L9'H@863GF@ h߽j@F@+~=/@EЊ"au@Ǯ[Q@rn,G@xe@?ՔDXD˾,# @öȓO +AV@!K*F?VWj@Y@F@1zFWk{@2 $ӥ@201-@1EhBh@1\ +e@?G֋,D[:R@1^A]]@ nBkF? +(w@Y@F@1 +Rj@13'@1t](@1t(@1\h@7W@?c+CDs +E@iPPtA`!@ pH F?^ s@Y@F@/;a@0w G@0y ,@0nH +@0wWI??5!AE.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)?fffffgHEs%a@ӋPjfAaB#kz@ǩ˜:!F?il5@F@1_G@-m@0iL+@,^0@*N?p +=p?Eq9FXT?zG|\H0FXT?GzH&u\E-ĸY@X.j AxE&@* cUF?GzH@F@2nV*@.@0<@,kU@(Bd6?B:5E @@p/A%`@359MF?@F@4}@jcF@m@Yfa@>1/??GE{z{Z@;UGA~kFS@XBF?@F@#fڐe@"* b@#խ)@"zMl@!͟Dʢ??7XE1Z@` +sA}"@Z] F?@F@/%DŽhY@+C~_:@- \@)ysO@(2wg?zG|? . /E]u@ȻUAǜ +3@1YF?zG{@F@ b"1@ +/㩨@ g[R@0?e@H&?QR?k}E2_@0Aߜ@Q=ƻF?QR@F@.,4@+ +dZwW@-gկ +@)\6@(#q'?TjE|Ҁє@fّfAz@4F?^1@F@#0i@"/ߜ@#;T@"N3@!J? +=p ?+zc_FXT? +=p?h58E4y@/3Aī8`6@ԿJs$F? +=p@F@"~2@"b)@#% +m?c@!V!@!Sۨc%@6FUuD3$a@",މAX^@ ۻvF?_Ë@Y@F@0λ@1'y@17 z@1m2oZ@1f6<@&l1l? +=p ?jjuGJFXT?\(\ԢXEݨɱ@ЗX̹Ag!^@?8F?\(\@F@2} T@ @vH@@@[Dľ +@@ɲdATm@!OעGF? ѷ@Y@F@0ng@1c@1&@;u@1vL@1~#n@ffffff?5 iDs٪@ľuTH7A`j@M@ )nF?ҝ%@Y@F@0:UX!@1zu@j@1>8g0@1*@0 +s?Q&wEE)(ֲ~2@ ̺AƬ^@tX]]F?Q@F@!_8ic@! +On@!,@ n@ SӐJ? +=p ӆm +ENG9`@:AԶr@D{F? +=p +@F@,py[@([&@+X1D@'>%@%1}?\(\uPy~0E((v@9 Aؑl@OzCF@ W^@F@M~H +@V\viQ@-y@9G!@o\?(\)ֲOFXT?ͿXE( vyC@s_0AȒ`ޒ~@>+F?p5A@F@0@ }@,C@.Î@*S @(Ձr}?Ϳw U-BElC@(A(u@KF?xN6@F@"@q@"@#]ƥ@"C+<=@!hB]@?u*(F +j\@ҎPqA1ٓ@DוF@V}@F@ [Kz@1Ѵ@vdB@{J?L@+3Km?333333?xh - +ERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և@?XwDe@,$"AS -;@!kkUF?x?@Y@F@1Ա@2K#@2qͬ.@2/@2?ME?Q?0}EQݥ2@à0ghA?)>E@ fF? .@F@h@9W|@A. @Avc@Tw?ͿHE(hYS@s'PLA*YJ +@*F?XL/@F@0?g@,C_ g@.݌~@*Z`@(lj9@ffffff#ZDؔ@< e=A_Y7Ї@ >CF?1@Y@F@0vtP@1$LZ@18So@1$@0;fSc?333333?R7Ea@(ѨA*@F?333333@F@(1V<@%Sؾy@'@$rkC>@#%??1hBE[+|@J0eAFUH@~DF?@F@'3[@&>0(d%@'o@%toqf@$dm?2$Z;xE @@p/A%`@359MF?@F@4}@jcF@m@Yfa@>1/@?㿮gD2{?@ˀbAG@"r<sF?$5in@Y@F@1t@2CW+[@2@2ۉչ@2cL5)?333333=WxE͏w 4@hۆmuAF@y)6A$@qF@Z͖@F@ +],@ 5E@ 5U@b'@0a5@?߉^E(V"@Ƹ5*ߩ@wKm0l@ uf@ώ3 ? +=p ?QjlE4zge@1gA+@6F? +=p +@F@'''9@Ӓ@o9@v|k@?zG?[w*E?\z@3ޛA{}A>@4F?zG@F@{1@%j(P@8rb@a@:G?p +=p?ѾYsFXT@?ۄjEaGc@ȴt_A:@sDvF@@F@}G@-AP@79@En@? +jߞ@ ?څID@S+@xEJAZ~@ $,HLF?9.< @Y@F@1n@23] @2NqK@1@1?ə@ukVEE,@YeUA9Μ@8|}PF?ə@F@2a$h@0.>@1bQ@.'v@,m*r? +=p?W5lQE4y@/3Aī8`6@ԿJs$F? +=p@F@"~2@"b)@#% +m?c@!V!@!Sۨc%?ᙙ?߫TME/Il@u؂A.:@OF?ᙙ@F@2?#@-SMkW@0 $@+ULz@(4" ??_ E/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L@ ?ّC(Dm:"@}⽔BAZݽC`@ 3ȇF?Dg8}@Y@F@1g@2,5@2NC߂G@1v>:@1'B@ӟ|D ѢE)@筩.AZ@ zF?i;yR@Y@F@0/@1n;@15@1k=@1^ڈ? +=p?ބnDWj@lA#/L@A8'?F? +=p@F@4Ʊ@1o߱@3Rh#%/@0@.\]@?pBEFK(@RfA;uh@0cF@6dw@F@ nG;@,3@L-A@9&=t@כ|@ 333333?9+0EJY&f@Wvw;AuWV@#F@44@F@ weg@=#(@ß@@%Ð?陙?.=Eb*8@*A7@Y F?陙@F@&[@%fM.@&`A@$; @#1 ?ٙ?FmFhE!D@x4!AX9]j`@ILF?ٙ@F@0ޱAK@-.Z@/ܞ +@+Wl@)Z?333333?V!GERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և?333333?x܆Ea@(ѨA*@F?333333@F@(1V<@%Sؾy@'@$rkC>@#%@ffffff?x/ENdj.@DxAВl@*F@ffffff@F@Ƅ-E@wƇt@r*@=%MY@(c?ٙ?ʢ,AE![Ɗ@vJF~AOkb@U:W/F?ٙ@F@016@-0KK@/Aa@+;\@)3k'?333333ҹжEDDg@=v΢AV!p4@*F?333333@F@^A{S@;;}@^J@/q@/"@]I?ffffffC̣E}!}I@VhAY@HrF?kȟA@F@#TqD:@"#9*@#I@"E +%@!GX?\(ÿSKWD\+E@+A <,@eJa6zF?\(@F@3iz@0RD@2:8Brj@/);@--} +c@ d}@D)n=U@%"A[n͖s@ ekF?&c@Y@F@1@2 k@2UHq| e@1@1M6??Ǒ E#5@7iAa5@._F?@F@u0o@i]@p~hdG@oY}@??333333?טEj@[5As0@(a3QF?333333@F@ 7kW@ VC@! L@ QKy@oS@dvDޔ.y @ +PpAY@ cF?m?@Y@F@0jDy@1c\9c@1t--B@1Qp{@1N<{?\(?ò$D\+E@+A <,@eJa6zF?\(@F@3iz@0RD@2:8Brj@/);@--} +c?\(ÿ~h E-@AwAf4:@Αg:MF?\(@F@1w@..@0~=@,YI̥@*m @ffffffR +g&Er6Z̕@PA[E@R3F@ p@F@{Im^@+@E8ZxV@#!@L"hH\?ffffffGCZ\FXT?GzH?-TZE-ĸY@X.j AxE&@* cUF?GzH@F@2nV*@.@0<@,kU@(Bd6@ ?<@nDp<@y5AZܪ@ XF?a@N@Y@F@1t .@2?e@2M?@1TK2y@1x2h@ 333333?hL|dE$p@˨(.A۵2{@ToRF@ 333333@F@O@\@yڊT@A3!@.?QێlE[# ԛ@BŧA¨ @}F?Q@F@)j:>)]@&f!Z@(@%iG@$F{;?(\)ܧ.>FXT?333333?xWeEj@[5As0@(a3QF?333333@F@ 7kW@ VC@! L@ QKy@oS??$E1hʑ@3J=AD/̃@esdF?@F@a0@Zv@ R[@Mope@=Lљ@Ϳ&ZD p @ɷ>ƦA`!"@ k}F?uO7v@Y@F@/=OPV@0x +,w@0yq@0m=Y@0vB?333334ңG2EB(-{{@E4A @X4"F?ABU&@F@,H=@)]^$#@+ RR@'Kk@&EA?zG|*&RNEYھ@5SkADž >@7=OkF?zG{@F@ ny^@ "Y@ t7f@9Y@Y5 @?#LxhDs +E@iPPtA`!@ pH F?^ s@Y@F@/;a@0w G@0y ,@0nH +@0wWI??T=e20Ez:+9e.@A<ޛ@5{F?@F@#,(@#kr]%@#M@"+;}@!3x??ba|E1hʑ@3J=AD/̃@esdF?@F@a0@Zv@ R[@Mope@=Lљ?QR[%aEX@9AK@E^F?QR@F@2=@0P(O2@1΋@.1H@,x,Q?ͿQFXT@\(?-Q4EЯ ()@ %# An*@m}BF@\(@F@1@ _@Q +@; @cnVo@?mr.D[:R@1^A]]@ nBkF? +(w@Y@F@1 +Rj@13'@1t](@1t(@1\h@7W@ffffff\E~il@[1XeA]"ui@oM$F@`j@F@pF@ilW"U@QeAm@f@PY?zG|?{E]u@ȻUAǜ +3@1YF?zG{@F@ b"1@ +/㩨@ g[R@0?e@H&?(\)?^LFXT?fffffg?)87PEc@X"AX9⣀@Ȏc5F?ffffff@F@1_*"W@-Lr:@0j-@,_9v@*OH5ӝ@Eʛ@Ɋ7A|[@ʠiF@ e<@F@yjLl@ + a@O{~@^7@? 5@?``EZZ7]@ (Ar-@ E*F@ /l@F@Օ@ L;@'<@!BZc@Y@F@1z9I@2 )@2@n@@1v@1ʹ(?ffffffC(D?EBTk@yWA!RH@ oN;zF?u!.@F@!2dw@ y4D@!r8@ F,@v0@@RpFkiR@Zb,AP缀T@fZF@ǒ@F@3q@ @ +v<e@ ''E#@ :Jzp@??BLD[:R@1^A]]@ nBkF? +(w@Y@F@1 +Rj@13'@1t](@1t(@1\h@7W@ ?VMrlDh@AX2z@ HlF?B@Y@F@1)H@2 # @28*o@1r:@1(? +=p n߂vEb3@&m=Aȑ'~@,:F? +=p +@F@WV/B@z@>i@]Y@لc?333333<}ERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և@ ?!E;Y$Dh@AX2z@ HlF?B@Y@F@1)H@2 # @28*o@1r:@1(?333333pERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և?=p +>?eW(EǾZ"@"AԔj;@y肽F?=p +=@F@@|:@g@gQ@ħ?(\*dL[@D୍_J5@IDAtAӂc@"#~F?(\)@F@5@2c2F@48@1l)T].@/K?zG?M1ئ5E}$7D@N A*a!@sF?@F@rC@lL@ @TEk@{W!?Q?f6(Ev@@:ɟ1AQM@`F?Q@F@!mS@!&0@".@!/BB@ ~o`p@ &E5'@+ AD@QT}F?ֹwr(@F@#Rkp@%Iuԃ@%B1@% +s@&7?񙙙?^+ECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0*ߩ@wKm0l@ uf@ώ3 ?ٙcqڜAFXT?ffffff?E= 1@[DH*A}@Q 'T?g,@F@"j]6@%J,~@$md@%\rvA@&??\%Eũ@+M}A̓ǫ@fF?~Ǝ@F@U@+`։A@hk@ c#@(V @\(?#g@@E_`2}@:At~S.@)x`F@\(@F@xf\\@0tL@ֲl@Vgf@8*?(\)CEEyt @-ʺ"AǀdCd@˸F?(\)@F@ a!@ :=w]Q@ ;cV{h@ wT@U?waiME @@p/A%`@359MF?@F@4}@jcF@m@Yfa@>1/?(\)?&EJҭв@ǔAd:@(țF?(\)@F@ u7@ F;;@ 6/n@ _[@r:?ٙNTFXT?\(?ڴzEGΰQ@_!Aګ +Wm@"F?\(@F@.B#@)B@,E^u@( IO{@&<I? +=p գ3Eb3@&m=Aȑ'~@,:F? +=p +@F@WV/B@z@>i@]Y@لc?ᙙ?ZE9MU@"fAg?8@-oi;IF?ᙙ@F@-s\_o@*.DE?@,`3@(Y@'e?Q%o8E)(ֲ~2@ ̺AƬ^@tX]]F?Q@F@!_8ic@! +On@!,@ n@ SӐJ??X0 E'弑ߦ@g3DAg@؅_oF?@F@߾%@l+ƕ@Ҽ"[@c>r@O-@Ϳ])w&Ew=ZMHN@5oYnA @\VR[F?j{@F@"`@$wo,2@$f k@%Ӥq@%A@ ?*& FJ@m@"lA#_@F\[ZF@ ,@F@mĕ/@e +@~ȵRk@E?Ɲ@B ?GzHգ3FXT?陙|,riEbQ˦@~%9AQju@`fbF?C@F@&ˎ;@%|q[K{@&ѹU @$Ì~\@#~G?zGSEr$@P~Aġ1a@VF?zG@F@$EUMo@#>@% D@#5!{/@"Oor?񙙙?idECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0Y@u4~p@9_V@U Ck6@(xѵ@?euJdD@s&A^x! @ SF?o@Y@F@1=Q@1h.[@2fۦ@1w3A<@1=?zG|GD*'j@^AScUt@xyF?zG{@F@3zI@0Co@2pfaV5@/6@-}Ĭ?@?;M EaGc@ƿ ];>A˯r@7^jF@Ϛ@F@aS@(~·@>LU@?Ϳ< ERNe@@A=K@ MŲFF?@F@̎@?>*ߩ@wKm0l@ uf@ώ3 ?TX(E)IIO@epkA<(]@žwF@ >evG@F@P;ʔ@~%uֹ@fd=@%@IB@\(?#w[E_`2}@:At~S.@)x`F@\(@F@xf\\@0tL@ֲl@Vgf@8*??熡DE_._@I` A.O@nsF?@F@6&$S9@1u@3ѹà~@0i E@++" +d3q?Gz0b̤FXT@?*pEh +@׸j.BϺif@뀧 F@@F@)d@H "Q@{JQ@*UP@ K@?5HtE.'@lA-m@HPpF@@F@]<>ev@ҍۥ@V +4@<ϒ@`@ffffffᶅgUE=\Fr@_ fAMW@~N+SF@ oag#$@F@w<X@b@8q%@ٵ*!@H; +q?\(ÿJEF@j)AD~7@HClF?F@F@"u"@!`@"u~D[@!LЅMi@ +?ᙙ;E9N/@%m&Ax@4B_@*zF? @F@-D@*(Pf@,YxY@(o9a'@'`kKݍ?У +=p?ӨHE@;zAh5@@C{F?У +=p@F@2IL @/3`\@1aI:@-p6 @+h3??>,Eug6c@)C0AɜW@|/F?@F@cE\C@Ta@@-#ue@XZ#dX??:ݝE9c]@ľ)Ahӎ@:k:DF?(Yh@F@ '(7@MV@Kp͑@||@*J@?_n lDӇjƨ@•lA^Rx@ WF?l oTL@Y@F@1h@1@1~@1u탸4@1Z9?ڀ#ME#5@7iAa5@._F?@F@u0o@i]@p~hdG@oY}@??ٙ?xE!D@x4!AX9]j`@ILF?ٙ@F@0ޱAK@-.Z@/ܞ +@+Wl@)Z@P]wE$Xl]g@1 +YdAڴLm@:+{.F@&_Z@F@NQYF@!:@7U6@.Oh@E$Ƴ?ffffffKmUEE3@FYAL}I+V@ָuF?ffffff@F@1[ @ =~V@h@~&@"?(\*?F0EE~O@`0AG E@YF?(\)@F@6{1^g@1658H@4 C@0kFc@+\Rk?333333?񍽋?,EBD@ʴ-mA[1؈@!:F?333333@F@,]-@)-@+ / @'rb@& )x@ffffff?4k4BhDw@Ŀ. A`@ *A)~F?G 0j@Y@F@0Q1}@1r@1>hn@1}>@0s@$PD_,@}-A\Dp@ YF?y}@Y@F@1dN@2v|U @2^^We@1&@1#T?zG{?tFE/@4AF@=OY F?zG{@F@qw=@4@=FX@2@2[?Q 6E[# ԛ@BŧA¨ @}F?Q@F@)j:>)]@&f!Z@(@%iG@$F{;?jQЌE%iFV@l;AȐHq;@8Ep?@F?dQi @F@{K6э#@m} @@mF\/@r=]?ᙙmTg$E9&xEX@%?-FA{%kge@*SF?ᝎV@F@-4Ww@*(.w@,YyDxO,@(8͠<@'`aM?fffffg$dhHErg@1LAaku@-BO+@0i@,^@d[DA^к73@ KwĆ0F?P3:~@Y@F@1yĀف@1߀۝@2#aV +]@1ч,@1:B?陙@MDEcUܷ@y3p.AA^r@,ޥmF?GƝޣ@F@'/ @%fK@'d,@$@#@[@?;m DI8x@Œ^PA[h_+(@ 'F?u!.@Y@F@1UO@1ϷsjZ@2h@1᥹@1 +r@?ǟ,KpEA C@ܛ/_ A`W;r@ ,F?>//t@F@+?!G@.?ul@-6@.wh@. ߬@ ?y̠E wbt@Ц~QpA504m@s,xF@ @F@EW0z@U߻@i@i\@0$?ᙙB]E92@%ҸA{|!v@*y[F?s8@F@-af@*'v(@,Xr@(Tq@'`+8@?܊NxDs +E@iPPtA`!@ pH F?^ s@Y@F@/;a@0w G@0y ,@0nH +@0wWI@?g`2DI8x@Œ^PA[h_+(@ 'F?u!.@Y@F@1UO@1ϷsjZ@2h@1᥹@1 +r?Ϳ ^E^ZE@;wymAhM %@(uKF?@F@ Su A@qho +5@ nJp@(y,@ԻR?ə?xUU EE,@YeUA9Μ@8{=kOF?ə@F@2a˨@0.eV@1bI@.'t@,m*q(?񙙙?R;ECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0~L@~J7 NDeT @_1IAV^_w @!,F?#-#O@Y@F@0d:kb@1K@17@1y<]@1z}X0? +=p? +fdEUmRԨ@[> lY%A1K.@^f}YF? +=p@F@*ZK@'z )@)j@&Lᾳ@$'?QRd FtE2_@0Aߜ@Q=ƻF?QR@F@.,4@+ +dZwW@-gկ +@)\6@(#q'@ @\D.5?J@ǘaAWk@! t[WF?eU.r@Y@F@0@1}w~@1@1m=@1nc9̡@?ՀpE(V"@ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V?QR?rݐEX@9AK@E^F?QR@F@2=@0P(O2@1΋@.1H@,x,Q@؇To$EZZ7]@&c& +Aޱ@._F@ 0@F@s@{$@"@"@p@ք@?Ds +E@iPPtA`!@ pH F?^ s@Y@F@/;a@0w G@0y ,@0nH +@0wWI@?8RDs +E@iPPtA`!@ pH F?^ s@Y@F@/;a@0w G@0y ,@0nH +@0wWI??W'EE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V@ffffff?DĔD5^@X`A_'P>@ CQB?F?ڐ@Y@F@0tˎ*7@1R!{@17'@1@@0q?׮zGf,:FXT?ᙙ㔘 E/Il@u؂A.:@OF?ᙙ@F@2?#@-SMkW@0 $@+ULz@(4" ??דmS(EE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V?(\)%fE?lI@f[ٵ*Atiz.@ZF?(\)@F@0@@*/x@-Ce@)>@&l1l?\(ÿ%m.E-@AwAf4:@Αg:MF?\(@F@1w@..@0~=@,YI̥@*m ??ӭja0E.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)?Q?%@~TEQݥ2@þAշ>@x!v+F?Q@F@/D(@F#09@I@OFB1@dZw;@"cFkiR@Ap#t@mBK>F@d9@F@;=O@ ~o@ +B1bK%@ @ u?333333Ea@(ѨA*@F?333333@F@(1V<@%Sؾy@'@$rkC>@#%@Ϳ5E @#'A*~@̠fF?D">j@F@#@W@%»H @%5=@%=@&85Y?Q!KPDd@NA4@6"=F?Q@F@8C@3߲r@5 @1o@-2@\(?UXEЯ ()@ %# An*@m}BF@\(@F@1@ _@Q +@; @cnVo@ + +=p?]xEG@̘CQ)Aܭ4 @OhÎF@ +=@F@Q^@"@K@g8@y6e(?\(@9mFXT@ + +=p?L9zFl|@^TA 7b@j=F@״_@F@ [&Ç@xrDY@ yK@;@2&? +=p 5Eb3@&m=Aȑ'~@,:F? +=p +@F@WV/B@z@>i@]Y@لc?333333?%x!E̸4@ Aڟ\6X@ 'F?333333@F@!(j4<@ ,7@!Ss@ f @ -8S?޸Q?E.W +@5|LA\c"@k ]!F?޸Q@F@/d@+)*w@.'y@*E(lH@(0-@D}LDΑwN<@~NA\tQ@@ [F?gwY@Y@F@1cjm@1ӁDϋP@2 @1яф@1ʞy?zG|ȫFFXT@?H0mEp +@ȗZT_AmK_@GPhF@. d$@F@ +^˿@]I@R +@˅@ y&?ffffffq@Eو't@|4~AVV@73F?ffffff@F@ C@RW@UX@/g@p@?/,pDз@.wVAZSj@ ҄LF?pO4@Y@F@1F1V@1̖7h@1U9@1iOG@1T? +=p ?-@E4zge@1gA+@6F? +=p +@F@'''9@Ӓ@o9@v|k@?陙@9mFXT?ffffff?o6fxEͷS!@nv1"sA +ޡ@C7ƯʑF?ffffff@F@^c2@yD@U @~s@T^\?GzH8<ڢE-ĸY@X.j AxE&@* cUF?GzH@F@2nV*@.@0<@,kU@(Bd6@333333? 4EѺعw@_lLA̫s5@%y-F@333333@F@lvy@mK7h@ܓ@kݼ@4?+GE @@p/A%`@359MF?@F@4}@jcF@m@Yfa@>1/@?<䃈D[:R@1^A]]@ nBkF? +(w@Y@F@1 +Rj@13'@1t](@1t(@1\h@7W?zG|󗍽<FXT@ ?sjDP˰@AYtz@ vF?x?)@Y@F@1`@2 jXF@2D L$\@1WN@1 ~T?Yī FXT?Qjw=Dd@NA4@6"=F?Q@F@8C@3߲r@5 @1o@-2?zG{E̪E/@4AF@=OY F?zG{@F@qw=@4@=FX@2@2[@?n([Ds +E@iPPtA`!@ pH F?^ s@Y@F@/;a@0w G@0y ,@0nH +@0wWI?(\)D8P:`EJҭв@ǔAd:@(țF?(\)@F@ u7@ F;;@ 6/n@ _[@r:?ͿZ,EE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V?333333iERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և@ffffff?D5^@X`A_'P>@ CQB?F?ڐ@Y@F@0tˎ*7@1R!{@17'@1@@0q@ ?(I|D*(@PT3AX4@ 唏K~F?jfB@Y@F@1kR@2 +@2=<@1̟[@1Ov?\(?8EGΰQ@_!Aګ +Wm@"F?\(@F@.B#@)B@,E^u@( IO{@&<I@"EZJ*@#'_AmD@%{eF?D(M@Y@F@-ݎr@/=;L@/jF*@/ +u@/XM?333333ܬEj@[5As0@(a3QF?333333@F@ 7kW@ VC@! L@ QKy@oS?Ϳ;VE.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)??ZbE'弑ߦ@g3DAg@؅_oF?@F@߾%@l+ƕ@Ҽ"[@c>r@O-@ffffff?'@D"h@;IA`R,@ *o}WSF?ǣ @Y@F@04@1h@@1>ݜ @1 +)@0 @??.DI8x@Œ^PA[h_+(@ 'F?u!.@Y@F@1UO@1ϷsjZ@2h@1᥹@1 +r@Z@&l1l?ffffff͕:E<U@-p AѐnI@,̇F?}J?@F@!@h|s @XU@Bf@ I>?\(@9mFXT@ffffff?CENdj.@ +Lu51AПe"39@(+F@>@F@;ߝ@s#@N%O@\a@#6?GzG?tFEQ +[@XmbkAǾ@eF?GzH@F@ %@^.r@ @_%Q@"@:@T@?~r#DXAF'5@q+AY> @ ǖ[pF?0@Y@F@1A,@1˶@1- +Z@1 h@1mU@ E֑Z@ȃ*MAҸYN@[5F@ +&3]$@F@~F-@q@ORY@LbT@Iٕ D˗@Þ&ϥmAVG7@!WF?jOv`@Y@F@1{9@2 &@21@13@1UșK@?ןDũ @ÃoAT{ 5]@!Z rFF?{iJA@Y@F@1p|k@2J@2sIw @2,@2_?@ ODo!@ƻ* w1AWޓ@@ uHdF?jܱF_@Y@F@0ulF@1X{瑵@1 -,@1qD:.@1m@ n9E(и@˟BTArS@ 6 +dF@e7\@F@yҜ2@:1@K@E\@c)?GzH5)`FXT?ffffff?EͷS!@nv1"sA +ޡ@C7ƯʑF?ffffff@F@^c2@yD@U @~s@T^\?ffffff?YL@E>|~@ +FA;@ǂb/F?@F@! lV@!oz{o@" +0wj@!@ l?GzH?ڌEFXT?"8^}@E#5@7iAa5@._F?@F@u0o@i]@p~hdG@oY}@??̿PlEpMy9@&oCAX0@ ~L@?yjI`EFq@F4CZAϥsCE@UtlF@Р+I@F@Hս@#ul@0r<3@dt1@(kG +?9^+zE @@p/A%`@359MF?@F@4}@jcF@m@Yfa@>1/?333334/NxLE ڡa@vAyC +@Q lF?3:TM@F@1<@.lY@0k'W$=@-@*J +i3@zG|̀cEl@=[ +AC@1 F@ <y@F@xL@ 3}@@,.ϝ@z [Y?zG|?֚Y̸FXT?Gzt*EFXT? +=p 5NEb3@&m=Aȑ'~@,:F? +=p +@F@WV/B@z@>i@]Y@لc@Q?pE5ׄ@7:JA]4dv@ Q F@ V`@F@j @ bwv@os9@:5CUU@NjX@~D{@IފY+AaT=@`oF?\$_@Y@F@1b:@11@1HW*@1m@1Wg{@?Ҩ-D&S@)A^%u@ MF?2W@Y@F@19@1ߤ@2"1@1E돰@1NN? +=p@9mFXT@ Η^hDM3~@h!lAX +g@ t>KF?-Y@Y@F@0@1M1Ϲ@1U'0eΈ@1?_@1C4@?ꘆZ8Ds +E@iPPtA`!@ pH F?^ s@Y@F@/;a@0w G@0y ,@0nH +@0wWI?Q?m˳ E)(ֲ~2@ ̺AƬ^@tX]]F?Q@F@!_8ic@! +On@!,@ n@ SӐJ@ffffff?A D5^@X`A_'P>@ CQB?F?ڐ@Y@F@0tˎ*7@1R!{@17'@1@@0q??–Eu D@áA@@+j@{f}WF?@F@@t@6@5—@>pq@P$)??CtiE|e@_¬4:aA"I3@BF?@F@#Fj4e@"DB@#/@"_c/U@!@0 +˕ +Fg,F@e=AqLV@A'WF@z@F@P9o@ N@ m @ ~c8f@ WW?陙?MiEbKHP@TcA}Ӫ:@aԜýF?陙@F@&ȸIΠ@%|P@&.@$$e@#˵ug1@P+DSxl'@cjA\0l@ 0:1F?I< +(@Y@F@1ʡ4@2D@2bsd@1?@1>x@ ?PDJFG@=wAX @ 嘹F?k @Y@F@1i@2 +mR@2=|Dl@1<Ǥ@1qRu?陙G>FXT@:wZ D@OTv.@䍟AVZ@!"4F?Q@Y@F@0u4@1k@1t@1)B@1nB??E @@p/A%`@359MF?@F@4}@jcF@m@Yfa@>1/@ ɝ>._DDZu@f[Aa˂5!@YMSoF?t}^_@Y@F@1Ǎ+`@1X@2Pl"@1 +hM@1Zg%?ffffff٨wvdEͷS!@nv1"sA +ޡ@C7ƯʑF?ffffff@F@^c2@yD@U @~s@T^\@ ?DtDʳ!@EAW,?.2@ TF?np&@Y@F@1CDN2@2 )@2697@1c@1Ǡ&S?ffffffMF4E;Ӆ@kAkw@9ˇ@7RF?֦v @F@#('@%@t@$"4@%o5^@%X@?0뉋D[:R@1^A]]@ nBkF? +(w@Y@F@1 +Rj@13'@1t](@1t(@1\h@7W?ە_dE1H6@[8Wm@2"t@2q⤤@1TloJ@1}K??zG|Q^FXT@#_.mlDץ5T@J #AUQSs1@!BmF?a@Y@F@0wf[@1*B@1~ @1+@1u@g6rS +Dڞ[ @]9AAVna5u@!&_7F?Y@Y@F@0сx@1ɍ-@1M^A@1V@1 P6? +=pw DWj@lA#/L@A8'?F? +=p@F@4Ʊ@1o߱@3Rh#%/@0@.\]?QR˒ +vFXT?zG*`/.Er$@P~Aġ1a@VF?zG@F@$EUMo@#>@% D@#5!{/@"Oor?zG?L6{`E?\z@` A}IL=%@`F?9q@F@kd @%J5@ye&@e@<+F?Q?8ur@O-?\(?T|OE!TWP@":AݑX@E=LF?\(@F@(#u@ @)Qg@ @ 7? +=p$!^DWj@lA#/L@A8'?F? +=p@F@4Ʊ@1o߱@3Rh#%/@0@.\]??RdE1Z@` +sA}"@Z] F?@F@/%DŽhY@+C~_:@- \@)ysO@(2wg?OB\E},{ +5W@N%A`+@uvF?!~|@F@#Ce@"ٗO+@# CY@"YrH@!czy@ ?tlDh@AX2z@ HlF?B@Y@F@1)H@2 # @28*o@1r:@1(@? lY%A1K.@^f}YF? +=p@F@*ZK@'z )@)j@&Lᾳ@$'?ffffff?~?pEwC`@{WqA1ʔ@UF?ffffff@F@ROO@|tlU@`@_B$@7rFA?zG?yFXT?ٙ?pE!D@x4!AX9]j`@ILF?ٙ@F@0ޱAK@-.Z@/ܞ +@+Wl@)Z@?Ӻ"-DDpW6@'-n`AUwU@!/9(׫F?X' @Y@F@1sh_Ϫ@2 *@2-vbH.@1A8x@1k.I@ffffff?硫J8HD5^@X`A_'P>@ CQB?F?ڐ@Y@F@0tˎ*7@1R!{@17'@1@@0q? +=p »gVE4zge@1gA+@6F? +=p +@F@'''9@Ӓ@o9@v|k@??u) +E\BQd@]ILXAkZ@֎7F?@F@ 9Oi@#x|@ 4yn)@.od@- +}@Ϳ&~Ed g|@7̓w$PA@2 WSF?V2@F@"T@$EDd@$Y@%&$ ?@%yBQ??x+zEu D@|5JAˠRg@ F?Ws@F@q$@'xZA@+ɋ6@.@>R?(\*?$EdETs@zAs4o@&F?(\)@F@'Vni@%k1@' ɇ@$ +Oz@#l ;?zG?&!E?\z@3ޛA{}A>@4F?zG@F@{1@%j(P@8rb@a@:G@zG|?gYE^Xx/c@;ANӨ9@Ro|F@zG{@F@IGY@k@ +P@@c&+@?˒;{. EZZ7]@ŘkA>@*C1F@j/I@F@Åa@߻@Q@й9@P:U?_9tE:p@¤A\ c@ܖfF?3L]@F@~]m&@XAE@| \@S̘<@O~?Q?^~GEC @As{@WF?Q@F@. aS@*RJ]@,0@(ģ5@&sg_A?ffffff?njEs.@åʰ:fAMض6 ?@7T bwF?ffffff@F@ch@g4@x"@kg@}@A.?333333hDQEj@[5As0@(a3QF?333333@F@ 7kW@ VC@! L@ QKy@oS?GzP(FXT@?+ D4% @Bb4rAGy@@"O/uF?uMU@Y@F@1V@23f@2U@2a|@2ѻ:@?=Z\ DS׉@HAFn@"IF?>WS@Y@F@1 ~s@2._G@2%@2su@2~@?%߄E`EǢI= b@^j'Av@ަ@ggF@B;@F@9@8p4@ +n@Yi@7+?P6Ef&@~Rwx0A2@v`KF?h R@F@i@fQ@U@@t'??˸5@EE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V?(\)?9)Euձ@WA=?Un@ݩF?(\)@F@ %l@ Yq@ Ĉ@ "OP@C?ٙƋFXT?=p +=??E7@0A]A96#+@ nLF?=p +=@F@!mC@!bF@!n  @! a˴1@ >?ڙ]E/Y@"$AF@H8F?8}%@F@ :}'@ *'@!݇M@ [5*@ M~L?陙?bp7Eb*8@*A7@Y F?陙@F@&[@%fM.@&`A@$; @#1 ??@aE'弑ߦ@g3DAg@؅_oF?@F@߾%@l+ƕ@Ҽ"[@c>r@O-?GzEL;dF@-A̓"Ғ1@O.?0F@d4?@F@@o(M@u@\é)@>ɷpX?Ϳ)l0Eq&,@kIAA@zF?@F@$?@$L`#@%$/K2@#u7$g@"N@eQXD՞L@†-A[h?@ .*~F?j@'@Y@F@1U'/@1,H@2W:=J@1i@1^KZf@Gf%DZRڵ]@S]cAUT3S@!x݀Է@1ɠ@0'e?GzHf*JvE-ĸY@X.j AxE&@* cUF?GzH@F@2nV*@.@0<@,kU@(Bd6@ + +=p?؍Fl|@AdT{@v}F@ -@F@ ß@W8@6z@<;=@YEk@ 333333?MEJY&f@9ƂJA;"V@7NNF@{B@F@ r5@ *E@c}@)ܤ@h5? +=p ?LTxFXT?33333394Etu@1n5 ANJu (j@yU, F?γW@F@!#x@ %;@!Zȝ߇j@ u@ Лv @(DQ-A@ƍ`΄AW\rZ@ @F?F@Y@F@0RUi@1{ѩ@1f.T@1y^`@1u&$l?ᙙ# +E9hM>@%fAxw@*hgF?T@F@--!t@*(R@,Yl +@(jk@'`#N?fffffflߡE3@FYAL}I+V@ָuF?ffffff@F@1[ @ =~V@h@~&@"@,DPDLz@ ]XBA]n䎷@ m^9'F?yP@Y@F@1@7L@1m@1e_@@1t#$;a@1\<_<1?QRl E2_@0Aߜ@Q=ƻF?QR@F@.,4@+ +dZwW@-gկ +@)\6@(#q'@?@@EaGc@ȴt_A:@sDvF@@F@}G@-AP@79@En@? +jߞ??ëPhKE.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)@h7D.3\a@׃;AY-H@ ="IF? A!la@Y@F@0~aL@1Dd^-@1O)]@15=D@17W(F@ScnM|DO`91;@ vSA]kD\"@ m](F?|o'=\@Y@F@1p@1aŬh@1"@1t@1\E6_??E5ZÌ@C1 Aħf,o@ٳ8F?@F@"=l@"\&@#~3 @!׫\x@!P//tT??cjaE|e@_¬4:aA"I3@BF?@F@#Fj4e@"DB@#/@"_c/U@!?񙙙@6IECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0p @wőYF?V&}BK@F@)Q޳X@'*|+\@(d@&C(@%@?Z|HeDpW6@'-n`AUwU@!/9(׫F?X' @Y@F@1sh_Ϫ@2 *@2-vbH.@1A8x@1k.I??oED m@XUAzC@#2F?@F@؈4@^֖l@n@QO; @F >C@? vDз@.wVAZSj@ ҄LF?pO4@Y@F@1F1V@1̖7h@1U9@1iOG@1T?Gz?uFXT@333333E ]6@>RA%@ kF@%@F@ˈ@צ@|5r@g+w@XG?QWE +EG@zAƢ?@Ut8F?Q@F@!cq&@!B7[@!}Ai@ Á@ W0?zG{? &E/@4AF@=OY F?zG{@F@qw=@4@=FX@2@2[?zG|?bTE@ &@.sA7HU7@F?zG{@F@/^#?@*@-$X0@(&@&;B??ۥ|V8Eo-@ŷOqA A͞+-@Oh;F?@F@l@&ϣ@,d9@Q}@iAC??Ƙ:ED.@-SFAU!&@.iVjF?~Ə@F@w@@dqg@{ख़@mѤj@vDUFSl@I.gAJڝM@ gF?u%F +L@F@ "@! @%k?GY@$z5@t`֌AY@ ?fm`Ef5@;W;AxrC?@_uaF@+ +o@F@ @7 +EW@=I P@&c@e@\FY@?gEť^@ș< +Ai,f@GF@@F@ ++@@SVjw@i?}@!@E-ĸY@X.j AxE&@* cUF?GzH@F@2nV*@.@0<@,kU@(Bd6@?*d Y8DӇ:@•&\A^Ra= @ WVF?敁$/@Y@F@1q@1ᰃ@1E"%L@1ul3M@1Z9@or# EL@@[B-1!@ =PF@@F@ +E̓@=2  @By@@ OɁ-D??(E/Y@(gMA@h@m` F? a!o@F@ {Gi@ k@!,7@ [!)?@ װ@ ?иBDQ*o6.@K.dtAY0@ w#F?Pܜ@Y@F@1{ n@2 7@2@ZX@1݇^@1ʹ#}C?\(ÿfT@2E`@'ADa/@# F?\(@F@43ɖ@?ۙ@bN *]@iB2@(A/?\(?MMbBD\+E@+A <,@eJa6zF?\(@F@3iz@0RD@2:8Brj@/);@--} +c?zG?@4F?zG@F@{1@%j(P@8rb@a@:G?Q@9mFXT? +=p Z:ԬD6So?C@@< kA7@@F? +=p +@F@BZc@Y@F@1z9I@2 )@2@n@@1v@1ʹ(?zG?E}$7D@A #'@a F?b@F@1aEj@V@@'1E@|qz?333333V]|Ej@[5As0@(a3QF?333333@F@ 7kW@ VC@! L@ QKy@oS?陙d\Ec՚u@DAb @Cҽv/F?֞S@F@&0C?@%qF=K@&q@$.@#~"?333333!ǮRE̝A@9DAehʂ@OF?wN@F@!(f_@ &+@!]/$'@ fʡ@ $.@vD-av'ɻ@DGAWb@ QְF?f3]%@Y@F@0eSO@1$7~@1іl^@1?j@1|?ffffffۆ=EY +`@I+A}ۍ@5GF?ffffff@F@ؾ(@^fu@o~;@@{Y??mE/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L@ +=p ?x,,Ei‰@/'΃A/ @^RYϣF@ +=p +@F@)<0@?g@+;@hIx*8@ɍj؛U?陙rȬ}fEbOg/@y.78ATb@_F?Qv@F@& +`_n@%} @&JQ4@$)p@#[/@E',DHΗ@Œ~$A[jJA@ ]qF?u g@Y@F@1UQ@1ϷyE@2Ӑ@10H@1U?? +=p??zEUmRԨ@[> lY%A1K.@^f}YF? +=p@F@*ZK@'z )@)j@&Lᾳ@$'? +=p@9mFXT@ffffff?hXEG{@27@ʁ/I@修.FkiR@ϰ9EAYeJ@.4:F@>oK6@F@&v@ ~^]@ +5G@ `IW@ y r{@p +=q?hxEފTޘ@E?cVAb{@]rd2F@Q@F@>eZD@k@#.w@@!???E{z{Z@凍{A#)@;9F?zҙg@F@#p[@"@#'4y>@"w]c|@!|?1FXT?333334 +`0EB-m@?p'AWar@YMvF?6䘛l@F@,PRa@)E @+ `O@'Qw.<@&Y ?zG|@9mFXT?333333S)Ej@[5As0@(a3QF?333333@F@ 7kW@ VC@! L@ QKy@oS?333333ÑEa@(ѨA*@F?333333@F@(1V<@%Sؾy@'@$rkC>@#%?ə!͕FXT?ffffffݞ}E`iOũ@Ù4AnC!ݡ@S~}LF?qOt@F@ @D@@fe@M "@]7? +=p ? +UEz@P]0$A£Vm@T6jF? +=p +@F@3-ͤ@0vJ@2e@/@#%?zG?]#qFXT?QR)jE +ɭ '@ÈؔA5DWL@>VldF?QR@F@#fE@"*@#m޴& @"(MAb6@!48?Ϳ5bqEy8ot@VA&@݄*,F?;:@F@"AH+@"Vؓ3@#8uUН@!#@! 36@e!!] D}%@'"<%A^^&@ Vj!F?r @Y@F@1zJ @1/ @1=9E@1vE@1Z#LRz@?㱠D˗@Þ&ϥmAVG7@!WF?jOv`@Y@F@1{9@2 &@21@13@1UșK@°D;@vT|@Ǝ +)AWn|@!\HfF?@Y@F@0sE?@1*A@1:@1y@1|U?Gz?GsFXT?333333ނXtxEB+I@1fA=jNl@8?F?m(F@F@,L@)#B@+-xP@'UD@&3?zG|"ZFXT?QR?F:$E2_@0Aߜ@Q=ƻF?QR@F@.,4@+ +dZwW@-gկ +@)\6@(#q'?Ϳ w@FXT@ μvpDĆ'QJ1@oаA^GsT2@ XuRF?QCrq@Y@F@1;@2%-@2wMd@1{|@1ˢ#? +=p +Ѱ$Eb3@&m=Aȑ'~@,:F? +=p +@F@WV/B@z@>i@]Y@لc??5nd-Eü@H)Aռr]ՙ@c2U(f F@1o@F@Ysq)@9鏩@[j@G@r9?\(\5m'Ef܈q@}/-AU!存@ZF@n˰@F@!Y^@@us1Ѧ@s@@[9@v6t@ ? 2#DL n@0AZ=d/v@ 4F?#x @Y@F@1e@2(2 %@2I*@1=)[~@1Ʋk1@1AcDk[4@^AY9@  F?_Ft@Y@F@0Pq<@1qr8@11K@1]٫@1Vڰ?>E}GN@U8 A| w@'MF?6C@F@#@?@"מ@#b=@"XO8As@!:""4@ EZZ7]@pXAn^$I@_F@GU@F@ p>G[@ -@=RMu@%}"@~Kf@ 7gD O֬@!PUA` T.@ ,]*F?"`B@Y@F@2 kʫ!@24{J]@2Ȋ@1iVj@1Yy@!7D؁V@LE)AU^Na-@!*ʝF?$'@Y@F@0rL7,@1b=5@1+@1v:f0@1y$@zG|?fl8E^Xx/c@#ANI@}1`FF@#@F@%U"@%@#KZ@OuC@.s@333334w;\E~[V@ƦċAS/]@HF@ׯd9@F@h{@/'>@jS!@I35@?[8@ffffff?_fD'ix݀Է@1ɠ@0'e@ j0DnΚ/V@c=XAAX:H! @ n=F? +=B@Y@F@0~d(@1Jºg@1R쨎 @1=R*$@1AJ/.@ͿN{^DRx@hۗA`l@ FF? @Y@F@/;*r@0w1v=@0y ʉ@0m_@0vPV?=p +>@9mFXT?0jE3n@V _A[=@6MlF@ #@F@/C@[@ &?O@߮F@7X>w?Ϳ +Er-P @+YAƳ# w(@HfyF?xN@F@"T>4@"VW@#2&K{@!հ+Ɉ@!'G0F/?fffffg?1ESJwL@QAW! @i57F?ffffff@F@)( R@'A"@(R۫@&?#d@%]n"@?|+ KDΓ<>z4@:+A\7Q@ 6!F?iu @Y@F@1cSؽX@1z.@2 +w@1JDX@1wv? +=p *zFXT?333333<Ej@[5As0@(a3QF?333333@F@ 7kW@ VC@! L@ QKy@oS@?E$DS׉@HAFn@"IF?>WS@Y@F@1 ~s@2._G@2%@2su@2~?ZCEo@3/@#hAǵ`@?Qs?F?z?@F@@c@9@>U +@K%I ?(\)?-RcE?lI@f[ٵ*Atiz.@ZF?(\)@F@0@@*/x@-Ce@)>@&l1l?\(\+!NbEݨɱ@ЗX̹Ag!^@?8F?\(\@F@2} T@ @vH@@?Ϳ\E_._@I` A.O@nsF?@F@6&$S9@1u@3ѹà~@0i E@++" +d3q?zG{?1E/@4AF@=OY F?zG{@F@qw=@4@=FX@2@2[@?،Dŋpʈ@h5PpATԆc9@!UW[V6F?d=@Y@F@1zɜI@2Jb]V@2tu +@2,34e@2H/iIE@ffffff? PAG E7@.N>A@d)ZF@e@F@uj@eBT@A1#@G.`@ @?C4~Dзē[@. vAZS4g@ mF?걅H@Y@F@1F$@1̕T@1+@Ɩ v2AɀTd@*DF?Q@F@}s!@7V@ar@at:@-Fu?\(¿ +@JuE ` P@@]Az{3U@%ނF@MfY@F@V ޓ#@%e"9@N~V@o@iC@333334?|EI@+Au A`i@\q F@0Dki@F@[ާ@=@nZ@E@MĚ#@?TDy @ŒླqA^bm{$@ U_rF?r(@Y@F@1-@1'Wy@1fR;y@1v @ @1ZZ@Ζs.E4 y@(WAѠY?z@*ϻF@T~@F@5r@pT@lY@!)R~@{;Le? +=p ?}pEz@P]0$A£Vm@T6jF? +=p +@F@3-ͤ@0vJ@2e@/ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V?Q?iEQݥ2@þAշ>@x!v+F?Q@F@/D(@F#09@I@OFB1@dZw;@ sH\D¼]fTb@,A`)4A@ '0\%F?/e@Y@F@2߅@261{@2w˔@1(I@1sy??hj8ED m@Bh WAǮ` @,'pF?9櫛$@F@CjP@}L@`qq@:%@SR?Q?5f/Dd@NA4@6"=F?Q@F@8C@3߲r@5 @1o@-2@?8FDд"6rh@+QAZY<)@ κZF?ꫴNP@Y@F@1Fon@1̡@1 fh@1gJj@1^@Q?uE5@˯Ih1AϢt?ha@?\F@Q@F@< @9 K@Wwr @h@xy@٢" ?fffffg?(JERނ`B@ AU@H|dF?ffffff@F@ Uy @l h@e@:t{b3@Vx@?d#,Dзē[@. vAZS4g@ mF?걅H@Y@F@1F$@1̕T@1@#%?(\*ǍSJEtĤ@$HA 0,@"ЫF?(\)@F@2gKl@/l\@$@1y5@.C9%UO@, |@ xlDV@F AWo=@! QF?kz]z@Y@F@0@1jO@1s>A@1\dg|@1_?333333?%_1ERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և@ *fuDzs@Koŷ}A];^@ rCJMF?\ @Y@F@10ƃ@2Q)m@2i0H2@1ښ@1^W@ffffff?#a`D5B@Fٖ A_F|@ @\|F?妋@Y@F@0v $@1@18cDU@1@0nH@CDvNf)@5FAX>n@ :8F?rGE8@Y@F@14~@1*@1ޞP4@1E@1U?\(?׈lAWE )t# @P%nqANQ'@[7sSF?\(@F@0'^o@-X48?A@0@+LL~O@)͹3K? +=p O. D6So?C@@< kA7@@F? +=p +@F@@ϒF!s@jRO?Gz?¹9_iIFXT?\(ÿ[EGΰQ@_!Aګ +Wm@"F?\(@F@.B#@)B@,E^u@( IO{@&<I?(\*?"ɿYEE~O@`0AG E@YF?(\)@F@6{1^g@1658H@4 C@0kFc@+\Rk?\(?x{2[(D\+E@+A <,@eJa6zF?\(@F@3iz@0RD@2:8Brj@/);@--} +c@fffffg?ނ[E,Y&@˧K~CArm@sOS,F@HR7@F@.@B͖E@36|@qd@Ηw>??ZذE1hʑ@3"AD~7@}e}cF? 9@F@ZGw@Zicx@yD@Mi9@=-F&\? +=p ?G0,FXT?GzUԷ.bFXT@#|wE+nO@rArg}I@ ~5F?kȟA@Y@F@*&#@,Ƣ[Ż@,saE#r@,@,Ǎw۠@?TD[:R@1^A]]@ nBkF? +(w@Y@F@1 +Rj@13'@1t](@1t(@1\h@7W? +=p ʖ\0FXT@ @Ef5@JaA2GP05@p[mF@y@F@ 'IP4@u;\H@ ]@s}3Rv@*P@ 333333+}eVE6 N4@iA*zN@ 25EF@6]-@F@\@<@菩=@O#@vLk?(\*@9mFXT@?RcDEaGc@ȴt_A:@sDvF@@F@}G@-AP@79@En@? +jߞ?(\)ܖ,E?lI@f[ٵ*Atiz.@ZF?(\)@F@0@@*/x@-Ce@)>@&l1l@ 333333?:EE$p@˞vAznxW@Tٜ(F@ S=FZ@F@ +@Y-$S@r|@kx@e~\??Pw +`Eo-@AȬw@<; PRF?:%@F@M79K@/<2@BR}@GArv*@{i??Ep>+S@c|vArI@+N GF?@F@$H x@$)c]@%?}SO@#@"3 @ F!(@PjA1+S@̦`F@ @F@ w7`@*7z@J փa@V0W@Ľ3@vlDGN-@m;A[nN@ OF??Ҟ@Y@F@2 ?@2]־@2vF;@2+@1pBFӰ? +=p 3$#FXT?Q@9mFXT?=p +=?̦#E{]@j؞A˶@73F@wmT1 +@F@0Y&@!M @hw>@9+/C@ol@*??@*"p$E.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)?v'0ER`|@¤7 MAո@V|F?EgD@F@YR@4i@XA@0.]0ƫ@,X?GzHebD^Ia@X.V#AtO@ntF?GzH@F@8OK2@3@60_l@27/@-r:|ޜ@U(@Dξ@oj9AV|`?@!5&F?:э%@Y@F@0V@1]t$@1 K@1p7=@1Lr'?333334?5EBte@SJA| @Bs&F?333333@F@,SU@)32n@+XP@',Y@&5{r@O-@Q?^|ߐEG9& @$4nA'Qa@|WqF@]|@F@᥉H@ADHI@Eܳ$@/@#kB@?HL'D}c@^r`AUj@!;yjF?X@Y@F@1z&@2IVYT@2y.#@2)z9@2]TF? +=p Z8 NEb3@&m=Aȑ'~@,:F? +=p +@F@WV/B@z@>i@]Y@لc@333333?I* )EѺeg@pr³HAJ'wQ@$(*F@>@F@^>x@Qԣ@A@{`$.@ߥB?=p +>?߂61EǾZ"@"AԔj;@y肽F?=p +=@F@@|:@g@gQ@ħ@\(ÿj E _b@Im'A?pSM@Q4qF@D*@F@.MkI@` H@[?@̚R%@(??GZxE\BQd@]ILXAkZ@֎7F?@F@ 9Oi@#x|@ 4yn)@.od@- +}@9@D:XL9@Rv]fAUS@!<őF?SP ,l@Y@F@0.[M@1x@1|3N@1mf@1tS,?(\)mǍ ոEv @^{AuB|@GF?5Ċ@F@ N#@ Gv@ a +@ #5@;?׮zGK`0KnFXT?ӯE3`@ 24.ABCL@UF?@F@㡔}@@ҍF@ RuE@F@Co@6)o@h,/@O@>͖@ XcD#L5@ rAWo@ Jr)F?]ce@Y@F@0;ٛ'k@1ZcΞ@1e`;@1L1 y@1NKޠ?333333 :,ERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և@ 333333b!EJY&f@q2ҙAH%@ƯȥF@?@F@ py@@$c$@"y@JjF?Ϳ +ERNe@@A=K@ MŲFF?@F@̎@?>*ߩ@wKm0l@ uf@ώ3 @?6EONf@Akd@*|F@|_@F@7!d)@˽@c"U@:5 @!6a@aBn E$Xl]g@uȦpq@P$)?? 0Ei19}@1Gv6@1AO@l}8tDɝJ@řk-AYaoSb@ UTF?i;yS@Y@F@0ڍey@1@1@1p7'@1gA7g?333334hnq:EY@I=A",~@ٕ8 F@Zcsl&@F@U)hG@C+@ ߪ@`Z]@iG?Q$htE)(ֲ~2@ ̺AƬ^@tX]]F?Q@F@!_8ic@! +On@!,@ n@ SӐJ?fffffg:vESOퟱ@<:AP@cF? D@F@)IV@'' #@("@&B}h@%(?QRsyTFXT?ffffffY +Z4E5W@O0ApF.s@P \F@Gud0+@F@ f@ Ź@A+$@PNx @Vu,? +=p ?ܖ֐Eb3@&m=Aȑ'~@,:F? +=p +@F@WV/B@z@>i@]Y@لc? +=p @9mFXT?QRSEX@9AK@E^F?QR@F@2=@0P(O2@1΋@.1H@,x,Q? +=p'E4y@/3Aī8`6@ԿJs$F? +=p@F@"~2@"b)@#% +m?c@!V!@!Sۨc%?QRLE +ɭ '@ÈؔA5DWL@>VldF?QR@F@#fE@"*@#m޴& @"(MAb6@!48?zG|?u/FXT?fffffg\qȢES{yP@0A,E@MOF?oDM@F@)i a@'x@(lO@&2..g@% |[@5??ގo@Eu D@áA@@+j@{f}WF?@F@@t@6@5—@>pq@P$)?ffffffDEو't@|4~AVV@73F?ffffff@F@ C@RW@UX@/g@p@#u D@1{J@1o*P??q-WE.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)@ VlD[d7@m+AWNv@! ^ŶF?fWx-@Y@F@0^n!@1c.=@1`@1rZq[@1r.Yib@p +=q?9PEފTޘ@xH{ +A£+@ic9{F@p +=q@F@oQU&0@X*+@m9M@ @NnPG3??`=BE.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)@?2ەpEǢ#@?!6xA`@2WF@@F@ŬQPi@I!@ $,[@k)@a@?GzHVf\FXT?񙙙?qeA?ECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0Y AǖKsG@5F?ω?B@F@!i^@ )9@!S9@ NTFr@ rj@? tBlEpA"@̤I2A=D}!@2m4_F@@F@i 0@_r=^@{^i@t@ E +@,K’4,Ed'=@ d.A5WH@^%+F?Up +@F@%`'|/@%"Gd@%9P)@$܁DEK@$T?(\*3$#EdETs@zAs4o@&F?(\)@F@'Vni@%k1@' ɇ@$ +Oz@#l ;? +=p +zE;qn@_/AE?!W@,F? +=p +@F@!;v \K@ 9@!jiUNi@ 4@ :"??% bEE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V?ffffff?jdS,EͷS!@nv1"sA +ޡ@C7ƯʑF?ffffff@F@^c2@yD@U @~s@T^\@333334kF 8p@@&5bAL)@ v"nF@#[l7a@F@hA@-8@1~ @qY@@z4VZ??:}ņE[+|@J0eAFUH@~DF?@F@'3[@&>0(d%@'o@%toqf@$dm@?ʷx ZDI8x@Œ^PA[h_+(@ 'F?u!.@Y@F@1UO@1ϷsjZ@2h@1᥹@1 +r?Ϳ$ +:vE_._@I` A.O@nsF?@F@6&$S9@1u@3ѹà~@0i E@++" +d3q@ 9ɨDbP<@Wvw;AWl@ mF?Yr@Y@F@0uWF'@1RY@1Z)Sr#@1D@x@1HYs??wZ`E[+|@ JA cw&>@},F? *}?@F@'k@&>?@'ˡ@%tj@$d}?fffffg쬢$$+ES@~YA ^!f@ ߧuF?}\@F@)/@'@(S:$r@&2b:@% +{?ffffff?IT +q E3@FYAL}I+V@ָuF?ffffff@F@1[ @ =~V@h@~&@"@?snrHE#V6H@4Bw^׷@?F@@F@{E,@J7yZ@r,@D?W@ I[V?ffffff6pnyFXT?(\)9M1FXT@?Kl܈BDń@b^P:AThu@!TLiF?_*c@Y@F@1d3@2JW1_@2t WԻ@2,u?@245?fffffgm]FXT?޸Q<_cp~E.W +@5|LA\c"@k ]!F?޸Q@F@/d@+)*w@.'y@*E(lH@(0-?Q-*t%lEp"ِ@͗EAPb/@{jF?Q@F@%xd(1@$>@%0I@#)Z@"3?Ϳ +`E.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)@ffffff?dzDTV@X;'ʠA_(x@ C6F?@Y@F@0t杞@1Ts@17v@1@0R?Ϳ aPED o@w A j8@&/F@ +|p@F@iˍ@@+I_@2ړ@~5?񙙙?\ջ(ECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0C?QME5'&@þ:A;@v@%0I@#)Z@"3?޸QپJ\^E.W +@5|LA\c"@k ]!F?޸Q@F@/d@+)*w@.'y@*E(lH@(0-? +=p uD6So?C@@< kA7@@F? +=p +@F@1/?333333k WtEB>B@ԩj9>Ao6̈́@ưF?z>L@F@,/@)@+GDr@'d.P@&@iT}VDvb@@cATF׭=@!bF?`L8@Y@F@0x@1VƠ@1\v@1n$L@1V @?F(=EGO@VPB5j@ԉF@@F@ﺚQ@JE0@cr@Аj@ >?=p +=EסFXT?p +=p?eFXT?(\*ѪpQ`EdETs@zAs4o@&F?(\)@F@'Vni@%k1@' ɇ@$ +Oz@#l ;@tPETDLh].@ QA]n@ m\fF?x^ @Y@F@1ԁ]@1mo&@1h'@1tU@1\@68h00F?%1L@F@!tj@#@#KJ@#P*g@$]Ȧx@?8FLD4% @Bb4rAGy@@"O/uF?uMU@Y@F@1V@23f@2U@2a|@2ѻ:@bF(c!䰼@\xe4Ao&ug@QyhF@/B5.@F@e@uf@08@ ꅯ#@ `?zG| FXT?Q<8]FXT@mװDE[# ԛ@BŧA¨ @}F?Q@F@)j:>)]@&f!Z@(@%iG@$F{;?p +=pRFXT@B2ED@,@܎0Bj$@v[aPF@@F@ +g@GAv@O&w@~sU@ FI~?333333?ZxE̸4@ Aڟ\6X@ 'F?333333@F@!(j4<@ ,7@!Ss@ f @ -8S@?"QEskZe@¦fA+<4V@ 4F@`}N@F@aqs@&:@,A@px?@N({?Ϳ/6EÌ.NL@5kA`? (@L[F@ Q?@F@'/@K@\R @ak<@]u?=p +=?m˳ FXT?=p +=?IWE{]@aG,gAʑũ @CF?=p +=@F@AkdHU@T]Ԥi@y@omvqH@<?333334Tj>EBD@ͶAfjU@M|F?8$4@F@,չֳ@)@+ +_V_@'r@&{f@ ?8 DŦ) [@aA] @ v'"F?0#@Y@F@1ăF@2K@2g$E@1\M@1DP?zG?iD0Er$@P~Aġ1a@VF?zG@F@$EUMo@#>@% D@#5!{/@"Oor?GzH?#0EIj)@pZAԜO@ہnF?WҪ\_@F@"Ѵ@"0C -@"urW@!o@!. [yI?Gzo.YyFXT??B\+kE_._@I` A.O@nsF?@F@6&$S9@1u@3ѹà~@0i E@++" +d3q?(\*#֘D୍_J5@IDAtAӂc@"#~F?(\)@F@5@2c2F@48@1l)T].@/K? +=p DT Ez@P]0$A£Vm@T6jF? +=p +@F@3-ͤ@0vJ@2e@/g@!W}]`v@ ġ@ -%) t@Ϳ}%F"[n@иiAtPJC@oB͓VF@m:`Nq@F@"o-@ tʊ gA@@ 8(O@ ?(\*? HD୍_J5@IDAtAӂc@"#~F?(\)@F@5@2c2F@48@1l)T].@/K?(\*yW}EE~O@`0AG E@YF?(\)@F@6{1^g@1658H@4 C@0kFc@+\Rk@?ş +WLDз@.wVAZSj@ ҄LF?pO4@Y@F@1F1V@1̖7h@1U9@1iOG@1T?zG?A$E}$7D@ gA z`w@;F?zG@F@/d@eO;@6@=$^}@|5?333333?r4pERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և?!ͪLE @@p/A%`@359MF?@F@4}@jcF@m@Yfa@>1/?ͿJLZERNe@@A=K@ MŲFF?@F@̎@?>*ߩ@wKm0l@ uf@ώ3 ?GzH?ܨrD^Ia@X.V#AtO@ntF?GzH@F@8OK2@3@60_l@27/@-r:|ޜ@ +i80Dn*@ɫGm4AT8$k@!aRw*qF?Z'(b@Y@F@0YN@1ms)@1hX^I@1[ z@1G>@?`8~18Dӓ*@œLiA^Dfw!@ XUF?Y5;O@Y@F@1$@1n@1O`Tf@1ui@1ZU p?Q?s2EQݥ2@ÕˮA\:T@"D;F?טة@F@4@4O% @>>3@<;'{@N#? +=pWkF0 E4y@/3Aī8`6@ԿJs$F? +=p@F@"~2@"b)@#% +m?c@!V!@!Sۨc%?ffffff<ѼE>|~@.AƱi Ў@ɈF?EEo@F@!ìw0@!pr@"G@!r狠@ iՍ3@׿C4XD 1m@+c?/AVӃڢ@!-YF?o5@Y@F@0>!v@1إ@1{@1R@1i??B ^E/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L?fffffgP[E)6c(@ԣQbA*ߩ@wKm0l@ uf@ώ3 ?(\*9Ve8-D୍_J5@IDAtAӂc@"#~F?(\)@F@5@2c2F@48@1l)T].@/K? +=p ?beF˰Ez@P]0$A£Vm@T6jF? +=p +@F@3-ͤ@0vJ@2e@/@F@!oe?@!!Y@!$ߠ™@ T@N4@ Z&D? +=p ڦwzLDGR@:bAN.3@tF? +=p +@F@8Y@3X@5@1A _b@,N-'=}@)nS2D\S@QɔA]$@ gfNJF?: +@Y@F@11uC@2!F0@2o^vW@1IK1Z@1 +=?=p +=?ʇ%FXT?QRvFXT?׮zGU땪GFXT?/OiSE~յ@ºZ\Aȓޯ95@E_QmF?L_8.@F@,Ck@^2HO@9}@5c@jS1?\(?qLEp]/@ `A3'4@5S0 F?\(@F@"Nr{@!]&@"nX@!j#&@!V+``??5%C8EZ@AxA:=@, F?@F@"I{@" +6@#Qg#@"ܕM@!v$@?ľqGDз@.wVAZSj@ ҄LF?pO4@Y@F@1F1V@1̖7h@1U9@1iOG@1T??6xEz:+9e.@=ʊA<,V`@9!NF?@F@# N5@#dB@#CE@"&@!^R@ ?Q![E&d4@Ц ,Ad@9F@ @F@E̚P@VfX@w@sC^@0*@ۙLD߅6H@0оATjdA/@!FWsz4@:+A\7Q@ 6!F?iu @Y@F@1cSؽX@1z.@2 +w@1JDX@1wv?Ҵv$E3`@ 24.ABCL@UF?@F@㡔}@@ҍVldF?QR@F@#fE@"*@#m޴& @"(MAb6@!48?Gz/rFXT?У +=pҚ<E@;zAh5@@C{F?У +=p@F@2IL @/3`\@1aI:@-p6 @+h3@?"X=Erێ@̵"Bf}@=F@@F@BQ@I@9SQG@&@ Ѷ6T@F/xTFkiR@Z*A `S@k7SF@c8|@F@EX`a@ M@ +vX1@ 'G5@ :m8?ffffffڧ#, E@7n~YA,4Y@`? F?Չ7KƧ@F@#3@&R@%SW*u@&IX!@&ͥqd_?333333?DYzE̸4@ Aڟ\6X@ 'F?333333@F@!(j4<@ ,7@!Ss@ f @ -8S@?;0Dзē[@. vAZS4g@ mF?걅H@Y@F@1F$@1̕T@1L@=)A_W0+@ >߰4F?Б}kf@Y@F@0vF(2@1 Dm@18 :@1#@0@nN2@?F +dPE@ҏY'A}QmX@E9eF@V}@F@ ^ YZ@38m@x+hR@|Ǵ4S@,? +=p ?%-Eb3@&m=Aȑ'~@,:F? +=p +@F@WV/B@z@>i@]Y@لc?ͿjEĩT@kuZɣAmu6@'9F?_'@F@@E?@K@~2ٮ&@r>: ?Q녿SjNEO*@6ۧAITe@sF?1{@F@"*=@aq8@1"+@FO4@!1O@ 333333?$/!EJY&f@o}A3w8 e@tϏF@WGJ@F@ G<@,@&@4hjv*@;8`??QR?"wEJPh}y@+m$AxЮ@̰F?QR@F@1D@-^ -@0(\@+ +,~+@)Ap7@?)5%C8EGpl@ʵ VldF?QR@F@#fE@"*@#m޴& @"(MAb6@!48?޸QbXabzE.W +@5|LA\c"@k ]!F?޸Q@F@/d@+)*w@.'y@*E(lH@(0-?Gz:-FXT@ ?/qTDDžl@T>A[ Dٯ@ %YF?R~Rw@Y@F@1F#V@2fZ-@2Qo@1:k@1?0?zG|ƚ>Elfc@A]A+%A@ک"wF?zG{@F@1@._Yj@0vZ@,$L|@*C?ͿhFXT?333333O#Xl1E@R3A|.Aբlf@/6\F?,8m.@F@!*~@ &{@!wH$ @ ԥ@ E(? +=p ?< +hFXT?(\)?'# E?lI@f[ٵ*Atiz.@ZF?(\)@F@0@@*/x@-Ce@)>@&l1l@ uD–,@Z@9OA`?@ #B|F?}OB@Y@F@2}1{@28e@2ZyT@1v@1NRC? +=p :-FXT?GzH?/sxiD^Ia@X.V#AtO@ntF?GzH@F@8OK2@3@60_l@27/@-r:|ޜ?GzH\OXFXT? +=p ?sENG9`@:AԶr@D{F? +=p +@F@,py[@([&@+X1D@'>%@%1}@/&Fg @]dSAMfc!@bh,DF?\ı@F@hy@ +WAF;@ n)@ +gEo@ "7?QRդc*E_[@^5_AΗ8׉@)F@dJ@F@Jc!e@Y@Y-:@h@;ifA?5 E|'tU@H'2A۠j@N% iF?+@F@#Id]^@"yh=L@#;+@"_.b@! a{@jmvD׋j;:@"KhPI1AU: +ï@!6`0F?7T@Y@F@0*|@1ĕf@1\y/@1u@1T@3333336AE-k~sL@jۏMA*j@2JT(QF@}c-@F@+g@hb%@mه@!@~<ny@ + +=p?EG@̟)]@&f!Z@(@%iG@$F{;??cTEz:+9e.@=ʊA<,V`@9!NF?@F@# N5@#dB@#CE@"&@!^R??<@E/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L?񙙙?E;ʓH/@ +oAի@,\F?񙙙@F@"q;>@"Ku5@"w?)t@!(]@! -]??ސE/Y@I̷Aߛ @s n!F?@F@ h@ LT@!?=TU@ \>6b@ +2hjK?p +=p?]W.FXT?ݰ]T0Ek3]6m@HAs5@=|F?b@ CQB?F?ڐ@Y@F@0tˎ*7@1R!{@17'@1@@0q?陙F{<,EY%z@]XvA‹[@k +:F?陙@F@)X3 X@&zEX@(˾n<@%~6@$g;U?? )aDE'弑ߦ@g3DAg@؅_oF?@F@߾%@l+ƕ@Ҽ"[@c>r@O-@?&vD˔~@Ü0AVU@!F?f$@1>C? +=p yqFXT?\(?+šE-@AwAf4:@Αg:MF?\(@F@1w@..@0~=@,YI̥@*m ?\(ÿ+O E-@AwAf4:@Αg:MF?\(@F@1w@..@0~=@,YI̥@*m ?陙?.hEbKHP@TcA}Ӫ:@aԜýF?陙@F@&ȸIΠ@%|P@&.@$$e@#˵ug1??eQE5ZÌ@C1 Aħf,o@ٳ8F?@F@"=l@"\&@#~3 @!׫\x@!P//tT? +=p*( 8EUmRԨ@[> lY%A1K.@^f}YF? +=p@F@*ZK@'z )@)j@&Lᾳ@$'? +=p ?n(/0FXT?陙?gIzEb*8@v$PAjR@S@X}dF?AF@F@&@%i@&΄h@$"*^@#[j)?j EO@oQP~L?Gzň>AmLFXT?(\)FXT??nGnEý0@i=gAӿ.2@3F?@F@:@m΂D՚7 @V0:AX;@ /F?ڐ@Y@F@1g'Z@1ß֑@1þ@E@13*@1Ü?6'$E#5@7iAa5@._F?@F@u0o@i]@p~hdG@oY}@??񙙙3}v=ECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0ִ@,dl@wLH%@R9?QVYE +EG@zAƢ?@Ut8F?Q@F@!cq&@!B7[@!}Ai@ Á@ W0@ffffff?󏪊xD5^@X`A_'P>@ CQB?F?ڐ@Y@F@0tˎ*7@1R!{@17'@1@@0q@?$Zo,D0 @#5AW/ +@!R\,F?r @Y@F@1+x@2 lp@26{!@1@1UΙ@333333?<$lEѺعw@_lLA̫s5@%y-F@333333@F@lvy@mK7h@ܓ@kݼ@4?ٙh~E!D@r,-}AdȰY@ò4%F?٦^W@F@0@-/"@/T@+ ҭ@)zĻ??dvE[+|@J0eAFUH@~DF?@F@'3[@&>0(d%@'o@%toqf@$dm@?Ttǰ,Dзē[@. vAZS4g@ mF?걅H@Y@F@1F$@1̕T@1~L?QR?>E2_@0Aߜ@Q=ƻF?QR@F@.,4@+ +dZwW@-gկ +@)\6@(#q'?=p +>?HԜEǾZ"@"AԔj;@y肽F?=p +=@F@@|:@g@gQ@ħ? +=p?*uEUmRԨ@[> lY%A1K.@^f}YF? +=p@F@*ZK@'z )@)j@&Lᾳ@$'?ffffff?5xnE>|~@&ӻ:A˴z>@ǪE;F?ffffff@F@!u@!n@"Uw@!mS@ o?ٙMdE!D@wcAYb@EF?ٙϊo@F@0޾4@-./U@/[I@+^J@)0#W?333333Eil'U@|9WLA±4Tx@?ݣF?L>@F@!<%@!0̶8@!@1 /@1z[@1t rw?3333330Ej@[5As0@(a3QF?333333@F@ 7kW@ VC@! L@ QKy@oS?\(irNE ݮ@P%nqANQ'@[7sSF?\(@F@0'^o@-X48?A@0@+LL~O@)͹3K@?,Ds +E@iPPtA`!@ pH F?^ s@Y@F@/;a@0w G@0y ,@0nH +@0wWI@ %؜4DâԄ}ƞ@TlcA_H_lm@ @5R 2F?*@Y@F@1O-R@2-5@2L@1)@1^6*?QRʋ@E +ɭ '@ÈؔA5DWL@>VldF?QR@F@#fE@"*@#m޴& @"(MAb6@!48?QR?mFXT@ )DOik@۞>8AW]k;@ 4R`F?Ms@Y@F@0_`z@1b'ӛ@1 C@1@1fͦ@ ? pE|DJFG@=wAX @ 嘹F?k @Y@F@1i@2 +mR@2=|Dl@1<Ǥ@1qRu@?L,Ewe@Av`-@* + @(7ē?GzH CqmFXT?zGdؘwEr$@P~Aġ1a@VF?zG@F@$EUMo@#>@% D@#5!{/@"Oor@ ?5UcHEp@΅ + +AgA<0@hpyF@ +%ם +@F@h=d@# /6{@@Z0@?޸Q@9mFXT?GzHVhKFXT@?"8DÙbjt@14Aamh@ZׁF?LB@Y@F@/HX!@0xem@0|d@0m!4x@0s?Ϳ2KEEE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V?zG?Er$@P~Aġ1a@VF?zG@F@$EUMo@#>@% D@#5!{/@"Oor??.KE.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)? +=p +?OE;qn@_/AE?!W@,F? +=p +@F@!;v \K@ 9@!jiUNi@ 4@ :"?zG|ܘ٨fFXT?333333@9mFXT?ё]IE/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L??ǞMEUK@flAǣ>"@>ddF?@F@TsI|@R~t@J!W@c@/d%?fffffghyEd\@X"AXj/N@ȄlF?fmc @F@1_#w@-1@0j,@,_Ŏc@*O;CPC?Gz@9mFXT?Ϳi7 E.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)@ ?|{LpDuTfm@ƦHAW0H#t@ r6F?)I@Y@F@0E@1@1y^@1uUR@1q*8?(\*~rD୍_J5@IDAtAӂc@"#~F?(\)@F@5@2c2F@48@1l)T].@/K@ͿYn9iE[@iArH@&/_F?S@F@!x@ @+pU@̭?_@|Ԓ?QҦGΐBE[# ԛ@BŧA¨ @}F?Q@F@)j:>)]@&f!Z@(@%iG@$F{;?Ϳв ERNe@@A=K@ MŲFF?@F@̎@?>*ߩ@wKm0l@ uf@ώ3 @$ޅ"D@Or@vmtQAU ;3U@!*SiF?\(@Y@F@1g@1<0@1͚GL@1Sջ@11" ?(\)xP!FXT?p +=p?V~1FXT?\(? @E`@'ADa/@# F?\(@F@43ɖ@?ۙ@bN *]@iB2@(A/?zG{@9mFXT@ ~`D۠J@at +AWbWj@ gCF?{J#9@Y@F@0>D@1(mP@1-@1n@1kl?333333?./CEj@[5As0@(a3QF?333333@F@ 7kW@ VC@! L@ QKy@oS?p +=p?wjEّo@ŜiAX1@[SF?p +=q@F@(k7@B@z[@Je@yN@ 3ŧeD~a[@ƻl^PAW# h@ Y"=J+F?쬯0@Y@F@0}9@1SK@1p/@1v:%?@1sOt? +=p ВENG9`@:AԶr@D{F? +=p +@F@,py[@([&@+X1D@'>%@%1}?333333?N,Ej@[5As0@(a3QF?333333@F@ 7kW@ VC@! L@ QKy@oS@1eDNEʛ@t4A@tF@ J›@F@vWHa:@OX@KԎ@`D1@:F?(\)?aEuձ@WA=?Un@ݩF?(\)@F@ %l@ Yq@ Ĉ@ "OP@C?Q?o>E[# ԛ@BŧA¨ @}F?Q@F@)j:>)]@&f!Z@(@%iG@$F{;?̿PEſ$J~n@A')k_A@K_sXF@bw\@F@@ɫDK@`XH@(i5@2M:@?1u'hF@}8ACc5 @/^WF@@F@ i3@~D`@{z@6-|@Ԏb,??WEf&@oH!AFG@eZF?@F@ֶ%@^,@,@5l@tb?fffffg?ԝYERނ`B@ָoÇA1O@uFF?wBV@F@ O=@l9@]/z@:M+)4@o?GzH?evw D^Ia@X.V#AtO@ntF?GzH@F@8OK2@3@60_l@27/@-r:|ޜ@ &dmD%rz@ǹDїAWKd:@ /F?V`V@Y@F@0M(= @1cp@1ohG!"@1Thܪ@1Up J?QnE^Y@AgeJ@!EGI~F@?_-@F@>t@!&ʲ@ >@9YXu@liX?񙙙D +Eml@\A E L@UF? +ء@F@"$C}@!A|a@"T3@!\D@ H)t@?3BCWDI8x@Œ^PA[h_+(@ 'F?u!.@Y@F@1UO@1ϷsjZ@2h@1᥹@1 +r@?0EaGc@ȴt_A:@sDvF@@F@}G@-AP@79@En@? +jߞ?(\*M<EE~O@`0AG E@YF?(\)@F@6{1^g@1658H@4 C@0kFc@+\Rk??ہ@%0I@#)Z@"3@2*Eʛ@ɜxAs@hbiF@ *@F@qxb@@U_@M@G#{,j@}?uDtWf@‰rA^i$@ UayF?#̍@Y@F@1C@1B@1ʡ\jk@1vc@1Zct?333333@K`ERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և?ͿٿEfM@%$2:#A4/8@ΧTF? Uu}Z@F@"T7@"N1@#^%@!@!>f`t??߯L2HFXT??6OTECw;J@44J7AD~7@*rF?@F@Ť@ʛɍ@2#.@͈bx @xI?(\)?XR/EJҭв@ǔAd:@(țF?(\)@F@ u7@ F;;@ 6/n@ _[@r:?QR9@EX@9AK@E^F?QR@F@2=@0P(O2@1΋@.1H@,x,Q??dM)ED.@2bAI +bT@,嶨F?4ebZh@F@ŏ}1@F_@w%y@̷ @փ ?\(@9mFXT??IT +q E.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)?QR*`/.EX@9AK@E^F?QR@F@2=@0P(O2@1΋@.1H@,x,Q@zE菏>@/AQYi@5 +xvWF@2)c@F@?QRf~FXT@?cxD͕u@TA]I_,o}@ p.bF?瞭Ր@Y@F@1n/DZ@1@2I@1~L?p +=p?݁q{StXFXT@?޷pPEǢ#@/8A'@š-F@070#@F@@3@GH5@s@iXe@r@?6{APDΓӬV@4IA\@ <+F?iY_a@Y@F@1cOp@1y3M@2 +.R@1@1οwr?ffffff^ʪEC<@U As D@JrIF@pm@F@*fYe@6Tf@x@#@t}-?QRХ¾E2_@0Aߜ@Q=ƻF?QR@F@.,4@+ +dZwW@-gկ +@)\6@(#q'??a%E1H6@aVٝA*hA@Y8ڨF?@F@/#ܣ@+AÒ@-+@)b@(0~N??lhfE/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L?\(\?ސhAHEݨɱ@ЗX̹Ag!^@?8F?\(\@F@2} T@ @vH@@??aةE\BQd@]ILXAkZ@֎7F?@F@ 9Oi@#x|@ 4yn)@.od@- +}?333333)AYFXT?(\*EtĤ@$HA 0,@"ЫF?(\)@F@2gKl@/l\@$@1y5@.C9%UO@, |?EvxE#5@7iAa5@._F?@F@u0o@i]@p~hdG@oY}@??? +6EsCbm@k7UAK\@>8yF?.'@F@;@с{@ߔ @).X@ ٙ?8EML@Ҝ6A'R@FNF@ E&@F@hX@=Kw@[@,@A?mnEq9}@&k_AUݽ@ϕdyF?%{~@F@Cq@c@H6)j@Tf@>=hL?QR:>E22@0A߀@@QC, (F?QR@F@.Cg@+ +j5)@-gq˕@)cVA@(q?ffffff?i-+EwC`@v !AA& @Қ-F?#^}@F@ i I@{Vj@t@]H) @4?ffffff?C E>|~@R<~oAƆA,٩@C(W&F?6$$w@F@!'Dz@!ojE@"@!7؆@ 8H@?ZRklDзē[@. vAZS4g@ mF?걅H@Y@F@1F$@1̕T@1@&l1l? QiPE0+@x2Ai@=zF?Ҥ #@F@D۽@dC~@c6@aks@aUu?zG|?#|)]0FXT?p +=p 7FXT?Ϳ_fTEĀ֝'@:!/hZAO@OKF@Az@F@uE @ΈŬ@j@ssRq@T`*? +=p HBDEz@P]0$A£Vm@T6jF? +=p +@F@3-ͤ@0vJ@2e@/@2?1@1~m@1}SI?Ϳ;E(hYS@s'PLAؒ@"/jHF?EQeM@F@0?P&0@,Ceq@.ݓ'@* ̝@(S?Q赳=Ep"ِ@͗EAPb/@{jF?Q@F@%xd(1@$>@%0I@#)Z@"3?#FXT? +=p YM +@FXT?zG?)~"E}$7D@ gA z`w@;F?zG@F@/d@eO;@6@=$^}@|5? +=p ?&oVpFXT?hCE3`@ 24.ABCL@UF?@F@㡔}@@ҍbEUK@flAǣ>"@>ddF?@F@TsI|@R~t@J!W@c@/d%?=p +=$htFXT@?AD @ɐg @AU![ @!BFaF?5@Y@F@0@1w!v@1yn@1m)Hz0@1uS9@333333ՋFfѫ@ͷfAr.pç@ **F@#Xy=@F@~ [@t@[|@iAw@Z?ffffffr+8EͷS!@nv1"sA +ޡ@C7ƯʑF?ffffff@F@^c2@yD@U @~s@T^\?GzH?ά0}tFXT?\(ÿ޳.iPE`@'ADa/@# F?\(@F@43ɖ@?ۙ@bN *]@iB2@(A/?=p +=¶ҩnE7@0A]A96#+@ nLF?=p +=@F@!mC@!bF@!n  @! a˴1@ >?ffffff?5!AE3@FYAL}I+V@ָuF?ffffff@F@1[ @ =~V@h@~&@"@J D +sb@jɔAX3@ LHHF?D ^@Y@F@0ۚ;zG@1<@1ypo@1tɒjv@1l鉼??nrU@?%}bExg@uA8s@X%F@ l&k@F@Fo{@eBLέ@͢i !@Af@'?ͿL4qEE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V?fffffg@6ESP1@nqVnA<5w@axF?fes@F@)'j9@'[ye@(-@&>XWԓ@%?333333(Ea@(ѨA*@F?333333@F@(1V<@%Sؾy@'@$rkC>@#%@\(?nWEЯ ()@ %# An*@m}BF@\(@F@1@ _@Q +@; @cnVo?333333? +sEj@[5As0@(a3QF?333333@F@ 7kW@ VC@! L@ QKy@oS@?>FwvDд"6rh@+QAZY<)@ κZF?ꫴNP@Y@F@1Fon@1̡@1 fh@1gJj@1^?(\)@9mFXT@n^DD7f@\+AUA*V&@!>isF?h]k;@Y@F@0@1yGI@1|KT@1nkx @1v5?p +=prbFXT?333334E$ E?u1@%,AX3^@TuF?T^|@F@!%Q@ YU@!P Q/b@ z=3@ )5fŁ?333333FD\b@ jU_A\s;@!F?333333@F@8ɰ;@3S}@6y@1잖 +@-7 ?333333@9mFXT?Q?j${VFXT?\(\?8Eݨɱ@ЗX̹Ag!^@?8F?\(\@F@2} T@ @vH@@?陙bAB5EY%z@]XvA‹[@k +:F?陙@F@)X3 X@&zEX@(˾n<@%~6@$g;U?zG|?lDElfc@A]A+%A@ک"wF?zG{@F@1@._Yj@0vZ@,$L|@*C?(\) Euձ@vADŽ@9LvF?۾W@F@ ߛy@ [, ]@ ʝMl*@ !m]H@kmBE?333333!3_PEDDg@=v΢AV!p4@*F?333333@F@^A{S@;;}@^J@/q@/"@]I??”{E1hʑ@*CA[ ѷ@CF?+@F@1@WJ6@zݻ@IG$#@8N@333334co⫂F 8p@@aGK AFd @b֝P F@gƹ@F@d*|!@ SX@6@ 0_@ $-FC?QrxEv@@:ɟ1AQM@`F?Q@F@!mS@!&0@".@!/BB@ ~o`p?p +=p? FXT?񙙙?p`ECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0HUgK@19@0 G%̤? +=p ?' FXT@?W4D˔~@Ü0AVU@!F?f$@1>C@?в]8EHT|@@8.Az*@XXwF@g٘* @F@0@=8G@'B@tYrGW@V8?ᙙ?0XE/Il@u؂A.:@OF?ᙙ@F@2?#@-SMkW@0 $@+ULz@(4" @?:ElװDӓ*@œLiA^Dfw!@ XUF?Y5;O@Y@F@1$@1n@1O`Tf@1ui@1ZU p@7Di}k@sM AY@ )BF?^)@Y@F@0K%&@1}Rv@1Ҹ@1gq0p@1]E@?> ]xEs$@+GAu6W@6?1F@H@F@ ^E@Lg@~vA$@T%&K@X Z_w@?􂉰FDд"6rh@+QAZY<)@ κZF?ꫴNP@Y@F@1Fon@1̡@1 fh@1gJj@1^?(\)rScEJҭв@ǔAd:@(țF?(\)@F@ u7@ F;;@ 6/n@ _[@r:?݌<[ZE @@p/A%`@359MF?@F@4}@jcF@m@Yfa@>1/??l1DEug6c@)C0AɜW@|/F?@F@cE\C@Ta@@-#ue@XZ#dX@9~8F S&#@A"]n +BGk?ծ)=ӡF?C,zxl@F?0*o@PuY?Eaɓ@@|@D +gg?IOoE'弑ߦ@g3DAg@؅_oF?@F@߾%@l+ƕ@Ҽ"[@c>r@O-@ۀ`7`E$Xl]g@"HA-Vb`@!F@@F@{Af@☇0@71A@s @#j5@ ŕ1@DH@yz"\A_3B@ 6y= kF?A0O@Y@F@2Tt@21 &;@28W5@1d.@1\ɦ4??kgECw;J@44J7AD~7@*rF?@F@Ť@ʛɍ@2#.@͈bx @xI@ffffff?~csD'ix݀Է@1ɠ@0'e?̿kEpAmB@YY<9AÅRp@("F?.,>@F@%?}@$3z6qf@%|ng@#c0@"T!p?QR@9mFXT?zG?/XuiE?\z@3ޛA{}A>@4F?zG@F@{1@%j(P@8rb@a@:G@Q?V\EGBrwEB`@ib,QagA @ەvF?U9!@F@,䄣z@)< Fj@+XԬ@( 2;|@&}?333333׭|Ej@[5As0@(a3QF?333333@F@ 7kW@ VC@! L@ QKy@oS?zG|@9mFXT?ffffffwGEو't@|4~AVV@73F?ffffff@F@ C@RW@UX@/g@p?ͿA=9E( vyC@s.@iA_@C{F?j@F@0@:Z@,C L^@. A@*N@(R@ ?lWDh@AX2z@ HlF?B@Y@F@1)H@2 # @28*o@1r:@1(??TW#EgC2@IA~ے6@'oF?Bfr@F@n@+'t@ +w@YT@/Ek?ͿיͥSE=H@j?fAB@E |F?z-7@F@"~\t@"z{C@#\"?@"@!iL @ffffff?S$`nHE/aƉ@}^?JAH}k)3@ЃF@Ne@F@J@@@-L@U@ Tx@. ?ᙙZ#FXT@?X?IPEwe@zg/A4o@lEsχF@ͯJ@F@sS@|5@;`ċ@5@šZ]@?vDEť!@D At}zf?@ڹ @F@ wl@F@2u@ҋ<@Pz@iVY@UMHz?333334GE ə~@u~7A{-T@恺DF?4|lb)@F@1B@.v@0ȉ./@-]@*D,V@ȖmDܴ@f)AclGs @4@F?ߡ@Y@F@/@0v@0?Ԁ@0k[L@0gzc@ffffff?cJa D5^@X`A_'P>@ CQB?F?ڐ@Y@F@0tˎ*7@1R!{@17'@1@@0q?zG|?!@Y@F@0 ި@1%~@1#h@1vd + +@1O2%@( +LDrt@.|AW" &|@! {4RF?Cf@Y@F@0ӏD@1 ւ@1I@1vL?Pqn@1t2S? +=peI~E4@+O1AĤ<@wF? +=p@F@"ߔ@"ej@#(/yr9S@!{&@!V:k?=p +=?S*ØFXT@ ?7FKj@yτjA "9$@BU:yXF@8C@F@r@O-@ +ffffff?uXE쨹}?@ +dAє`@ 1VrF@ 60"z@F@j~z2@M da@IO@s;~@ Z?iEhϔ@ҎAn @sF? @F@""G6@l@|-6@@ox[@+@ ᚘ6d +D8B:@:AW#V@! QF?g@Y@F@0R9@1w٩ @19b@1h6b@1i'L@zG?]>E7%h%@hߢfAq@syBF@zG@F@qW=Y@os@z @4@! X??V`|EýDtv@3Aګ_q@GP'F@nL @F@.\@/ΦE|W@@ D@j?sE$uq@K@YEو't@|4~AVV@73F?ffffff@F@ C@RW@UX@/g@p@P}Eq@mvAqO@fp1F@+ͻ@F@`U`@j_r@xhq#@@,$} F@ *H@Dfx@h+GAaf 8_@ٸdF?j򐫴@Y@F@1od`@1.&@2Y1|@1Ƞ`ѱ@1I~?(\*?oZD୍_J5@IDAtAӂc@"#~F?(\)@F@5@2c2F@48@1l)T].@/K?(\)%/{vFXT?ffffff?ڴ |@EͷS!@nv1"sA +ޡ@C7ƯʑF?ffffff@F@^c2@yD@U @~s@T^\@?.DI4aFCk@ѓZvAׄZϓ@PW!F@@F@M3ˍw@z@kSI@_(|Q5@E?׮zG?6FXT@ͿA*PrEnVo@ewAvnά@Q8DF@9A@F@)TKq@}@.@s@⿕@ ߤk~\@)@厤@ٗ@| DV}@Y AT(|@!^ӶkF?Ma=@Y@F@0$Ì@1mqU`@1ӕ$@1^?)@1_r?񙙙ݽtsMECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0}B@1:@0md~??RK@E\BQd@W6(A/֨@DF?櫛#U@F@ 9m8vG@I-(@ 6j' @u@*I%X@ "2=D'{p@NosrA^)ʗ @ Nm[F?76f@Y@F@1@2(ѢY0@2|;@1ƍ_@19; @?cci D|gY@ŽwA^_g=@ VLzwF?戤~@Y@F@1q-@1q@1GٿU@1ve@1Z qĨ?QRdFXT?333333?]Ea@(ѨA*@F?333333@F@(1V<@%Sؾy@'@$rkC>@#%?ͿhEq@lVAΈZ.@y.#(F?#@F@$a~@$*1@%"3@#t,n@"'O@Ϳ$EnVo@ù``A2@]ZF@V@F@/k~f@9 ł@}kqZ@۔@z27??`ZEUK@flAǣ>"@>ddF?@F@TsI|@R~t@J!W@c@/d%? +=p TFXT@ IKD_3~@[A_/>@ 82F?[BE@Y@F@2m/?@20 t@2_@1`g@1FI9@ e Dj'Z@^AHA`sEz@ YHF?2 E@Y@F@25{a@2F>57@2*9G@2 ~d@1@%BH?GzH?!0ͅDD^Ia@X.V#AtO@ntF?GzH@F@8OK2@3@60_l@27/@-r:|ޜ@ ?4Ԍ9DNc5@}+] :AX,sx@ 7TF?`:@Y@F@0{7f@1IA/qm@1P0J@1<`H@1@7}c@?Љg:F?E!墪@AZŭ@z_F@QL"B@F@yk@ 6u|@ S@ 01#@a\V@Dy@ nzAUYN~QM@!/F?5Xy>@Y@F@0B*:@1&|b@1>@1ry@1V`mD??jE0E/Y@/)dA@v?mF?2%@F@ q?@ @!trd@ [K0u@ | kf?GzGY@V̼FXT?ffffff SE:l+H@i% AD?@LF IF?Ր٩@F@$1މy@&i`,)*P@%"u֫@& +y@'AO? +=p /FXT@ ܬxD-@(A` @ -% $F?@Y@F@2 ɚ#@24 LG@29@18@1ž@D~D @ƟZAmAXzOK@ لF?뿇i,@Y@F@0Bd@1xVqw@1(@1fb# @1bK\?׮zGdFXT?lvwE LVVp@&ٟAed@VdF?@F@25U@/] H@1,A)@-@+kM?zG|TrpElfc@A]A+%A@ک"wF?zG{@F@1@._Yj@0vZ@,$L|@*C??88Eý0@i=gAӿ.2@3F?@F@LETU @y,A S@zT?fC@F@$x:J @'-@&ttV@':k7@'`x?zG|j#FXT@(2-DEf{o@JGA %E@7.HUF?)Ie@F@%)H@$m0Gg@%i{9rm@$ @$8=@ ͿwpFt#@6_'A]@ d@ƢF@? 9d@F@ >)4@ñsɼ?@±T@tz@Z!ůg?񙙙? NECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0@7=OkF?zG{@F@ ny^@ "Y@ t7f@9Y@Y5 @ m&E׈-b@TAlp~@ݥzF@;N@F@2rZN@b@ +*|F@Xu_$]@K??\z:oE[+|@ @YA1;5}@{춳F?%Dc@F@' %O@&A_@w@'Йƹ@%u]@$d$]T??GzH+Ѱ$FXT?333334V50 +xE `<@tVwA}h@dѾ=F?7UlC:@F@1ZD@.Ѵ{H@0sw@-o@@*:`c?333333TERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և? +=p ?ٴ@E4zge@1gA+@6F? +=p +@F@'''9@Ӓ@o9@v|k@?\(\?,\Eݨɱ@ЗX̹Ag!^@?8F?\(\@F@2} T@ @vH@@?Gz?ȀFXT@fffffg`)U@E 3ƃ@ɴ6G\A׍_hlE~TG$@VAq*:#@>J2F@@F@18}t@s\sW@1 g@l@?zG|ESD*'j@^AScUt@xyF?zG{@F@3zI@0Co@2pfaV5@/6@-}Ĭ??@9mFXT?\(ÿ;D\+E@+A <,@eJa6zF?\(@F@3iz@0RD@2:8Brj@/);@--} +c?333333?HPEOKgb@ʍ?A=\;@8%F?333333@F@!#Z@!0Zy8@!&H*@ ޡ@ rrb?Gz F FXT@Ӂ%7׸D@Y@F@1 +18@2) @2~os@1H/\$@1$HG?ʓE6Ƨ@>| dAo(og@q#%F@;~@F@2U@/@ 3h@\@@V3f?QR? +,EX@9AK@E^F?QR@F@2=@0P(O2@1΋@.1H@,x,Q?GzBr-bFXT?y:vNaE3`@ 24.ABCL@UF?@F@㡔}@@ҍ%@%1}?zGEr$@P~Aġ1a@VF?zG@F@$EUMo@#>@% D@#5!{/@"Oor@?trDާGjC@D-TA`qdY@ 4F?3zN@Y@F@/FKw@0xw]@0|%2 8@0m6-?@0tM(|U??c E/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L@ ?Ҋ dDQ*o6.@K.dtAY0@ w#F?Pܜ@Y@F@1{ n@2 7@2@ZX@1݇^@1ʹ#}C?ffffff?3DpFXT?zG|?AE9O֑@|AdRY@O):F?zG{@F@ d,%@ |@ B@ C37@W1?333333Υ@#%@?48Dгk@+eAZYKWp@ ]F?6z@Y@F@1F{@1̢[:@1O@1g/@1ⱄ?p +=pRu*\FXT??1dE1H6@aVٝA*hA@Y8ڨF?@F@/#ܣ@+AÒ@-+@)b@(0~N? 3^sE3`@ 24.ABCL@UF?@F@㡔}@@ҍVldF?QR@F@#fE@"*@#m޴& @"(MAb6@!48?~o:E#5@7iAa5@._F?@F@u0o@i]@p~hdG@oY}@?@ E5Dߏɂ@ǚ!= AWgG@ cF?[ @Y@F@0e"@1grR@1tE`^@1X;|@1Xi8@?6D˗@Þ&ϥmAVG7@!WF?jOv`@Y@F@1{9@2 &@21@13@1UșK?ͿCFXT?Qw Dd@NA4@6"=F?Q@F@8C@3߲r@5 @1o@-2?Q? +>#pEW)@JK{Aa~@ۼ)%F?Q@F@&|@h@Oi@b@˥يx/@?9kPDӆ@”UA^Sb44@ WqYdF?攅]r@Y@F@1Em@1媯L@1"l @1u~n@1Z7!Z?Gza1딄FXT?Ϳݿ |DE_._@I` A.O@nsF?@F@6&$S9@1u@3ѹà~@0i E@++" +d3q?(\*+z(EE~O@`0AG E@YF?(\)@F@6{1^g@1658H@4 C@0kFc@+\Rk?333333?i`@EBD@c2̰A2@Z4F?=|bQ-@F@,@؀@)õ0@+ >Z@'NJc@& $?\(?UE`@'ADa/@# F?\(@F@43ɖ@?ۙ@bN *]@iB2@(A/?' (E:L@gRxAVYP@_luF@`n@F@>LG@ +E@Q%@`'d@S(@ffffff+LN.*D T@&A`]_@ *=F?ŬGG@Y@F@0 (^@1nxdb@1>l@1H@0@#!@ffffff/9E#Mw@˥?v AҨK@YF@ +@1Hw@F@@!uq@Viw%kD@%@3.&A߹[\@_F?6xbm@F@,bs@)c#@+ <@'i@& ?s~2E3`@ 24.ABCL@UF?@F@㡔}@@ҍ?HLl EǾZ"@"AԔj;@y肽F?=p +=@F@@|:@g@gQ@ħ?GzsFCFXT?񙙙?i&/ECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0@I]Ї5Al^[1@3p F@M'q@F@;R@RMe@QPxZ@_V"@C@??(qE柦URk@$SA3?K@d8e,F@@F@W@e'@z .i@A|@^ 旉0?Ϳӣ"8EE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V? +=p u|ZMDGR@:bAN.3@tF? +=p +@F@8Y@3X@5@1A _b@,N-'=}?(\)d2FXT? +=p ?߬(ENG9`@:AԶr@D{F? +=p +@F@,py[@([&@+X1D@'>%@%1}@\UDR$c|@ -A]h:@ mF?@Y@F@1@1Vr]<@1C@1tw!<@1\MN@ܬ8DؾU @ǗAU5Ƿ @!@@VF?o]U@Y@F@0Zͼ@13ya@1Js@1D@1k@?ŕo@D[:R@1^A]]@ nBkF? +(w@Y@F@1 +Rj@13'@1t](@1t(@1\h@7W?GzH?oJݡFXT@333334Ͱ&EnE~[V@_ˇeA PO?@86K;F@"@F@x@@N~@ضq@;lZ??GzHx=E/WY +E@Dv{ܣAJrJ@6۷F?GzH@F@"W@"N}@"Af@!O| @! 20;@>e#DLb#@~4AU}'@!2F?Q@Y@F@0Ǐ@1@1Ia@10X @1_Ig?GzH? @vpD^Ia@X.V#AtO@ntF?GzH@F@8OK2@3@60_l@27/@-r:|ޜ?ffffff?!B)EwC`@{WqA1ʔ@UF?ffffff@F@ROO@|tlU@`@_B$@7rFA@ffffff?ԤpܯD5^@X`A_'P>@ CQB?F?ڐ@Y@F@0tˎ*7@1R!{@17'@1@@0q?(\)? @EJҭв@ǔAd:@(țF?(\)@F@ u7@ F;;@ 6/n@ _[@r:? +=p !2Ez@P]0$A£Vm@T6jF? +=p +@F@3-ͤ@0vJ@2e@/E3@FYAL}I+V@ָuF?ffffff@F@1[ @ =~V@h@~&@"?ffffff?,~(E>|~@&ӻ:A˴z>@ǪE;F?ffffff@F@!u@!n@"Uw@!mS@ o?333333?ŋEK/Í@ A[Pg@jbF?o`E@F@!%@!1 q)P@!]~@ K?U@ qBhH?QB^{Ev@@:ɟ1AQM@`F?Q@F@!mS@!&0@".@!/BB@ ~o`p?333333PwERS@hTLA+_@4=iF?333333@F@Ia@@Jy6!@^n'@5A@ և?(\)?֜E?lI@f[ٵ*Atiz.@ZF?(\)@F@0@@*/x@-Ce@)>@&l1l?zG|?3YlJE@ &@.sA7HU7@F?zG{@F@/^#?@*@-$X0@(&@&;B?zGad"4Er$@P~Aġ1a@VF?zG@F@$EUMo@#>@% D@#5!{/@"Oor@333334dKH/jE~[V@Ƒ+yA/f2@EfF@)@F@؋yn@&\V^@=@@ @xҴ`?陙먚WEc n@%sA`e@) PF?5qt@F@'ii'@%V+ @'0nh@$o;04@#Ž??ۆ-E'弑ߦ@g3DAg@؅_oF?@F@߾%@l+ƕ@Ҽ"[@c>r@O-?У +=p5HE@;zAh5@@C{F?У +=p@F@2IL @/3`\@1aI:@-p6 @+h3@/$D `@u<)>AY#qX@ ҎF?C,zx@Y@F@0gkX@14ΉL @1@ӒD%?zG|(QFXT?GzH@9mFXT?(\)?ȋbKEJҭв@ǔAd:@(țF?(\)@F@ u7@ F;;@ 6/n@ _[@r:?GzH@9mFXT??0%ŀFXT?QR?+ׇj'E2_@0Aߜ@Q=ƻF?QR@F@.,4@+ +dZwW@-gկ +@)\6@(#q'?GzH? (FXT?ͿƨjE.skda@‰A#Υ@xF?@F@P^@^ N@튼|@BŎ)@<)@ 333333EJY&f@at +A>%'o@/?3F@ֈ7q@F@ wzh@ֻЂ@@M@O@A5k#?p +=pG.  EBSU@ĉ9YA?_ w@`Rs>@/C@+kZ@)=?=p +=Vx*FFXT?\(?k¦0 E-@AwAf4:@Αg:MF?\(@F@1w@..@0~=@,YI̥@*m @?2D˗@Þ&ϥmAVG7@!WF?jOv`@Y@F@1{9@2 &@21@13@1UșK@333333}B\\F,֐9@L#L]A=u͗@j BF@ @F@!R@ (/m@ u E@ +/$@ +}2/ +@jEF@oM$A+.@ F?1P@F@#zZ@%!$H@%Vp@%0@&nݦ ?Gz@9mFXT?GzH?ۤ/Z:E/WY +E@Dv{ܣAJrJ@6۷F?GzH@F@"W@"N}@"Af@!O| @! 20;? +=p uOD6So?C@@< kA7@@F? +=p +@F@2f@ }")@!ZP}?@ ޗ;%@ 'q{#?񙙙? +ECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0F?ڤ+@Y@F@1Dpb@2 WSm@25vF@1B^!@1Yc?ffffff9+ @E @j?Ai%2@I=.F?ڜ(@F@yʃ @:bbB@ɜ'5P@L@f@>??߯L2HEE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V@ +DFa<@ƒLJAW@ F?쩨g@Y@F@0s`@1^9@1 Z @1z£@1v?ffffff'u/Eو't@|4~AVV@73F?ffffff@F@ C@RW@UX@/g@p?\(?Ep]/@ `A3'4@5S0 F?\(@F@"Nr{@!]&@"nX@!j#&@!V+``?=p +=?6E{]@aG,gAʑũ @CF?=p +=@F@AkdHU@T]Ԥi@y@omvqH@<@PXDzLD{@/^0KAX&9@ PzF?땁$/@Y@F@0lZd@1__%@1" @1o39@1iEln@?ӨI E穟?[@28BBC@gF@@F@댟@J倃i@'0@=`@ ~W?əevspEE,@YeUA:+=@8yF?əI~@F@2^fJ@0.ˍaJ@1_z@. 7@,m$ g@ݪI-D_(@Sq?iAV=g׺@!"M%HQF?=[!Z@Y@F@1~@1zo#@1˺@F@ ]b@ xn@ w5@ >$y@[Q@2шE5z@pΞA@vcaF?ԧqp@F@"AT @"&J@"&em@"rY0́@"`]>l?zG|VE@ &@.sA7HU7@F?zG{@F@/^#?@*@-$X0@(&@&;B@?my{txEGpl@ʵ @ CQB?F?ڐ@Y@F@0tˎ*7@1R!{@17'@1@@0q@?aEDI8x@Œ^PA[h_+(@ 'F?u!.@Y@F@1UO@1ϷsjZ@2h@1᥹@1 +r?Q?範oFXT?ᙙ?W\~8E9MU@"fAg?8@-oi;IF?ᙙ@F@-s\_o@*.DE?@,`3@(Y@'e@?,DŮf7@ÈXlCATrx@![CF?ﲫ@Y@F@1z@@2J@2s1C@2-@2?? +EE)@:~A_>ی@rIF?@F@ 6@u'7{@ meE@,f"ػ@V@ ?N3 4DJͼ@@uUAY)@ +F?t}^_1@Y@F@1{D@2 (xGE/y@? `AͦQ@6pǙrF?@F@q(lj@f*x@0+@Vg@>~L@RЉyD*K )@őHoZAXf@ F" F?뤓ȟ@@Y@F@0wJa@1h@1!0@1K@1zpU6`@QX+CdEt+@YAZ_Q$@bF@çTm?@F@bXQ,@Y@H<@Y\@A?񙙙RECnnn@wAƬGG@\ФIF?񙙙@F@!̟\$6@!օt@"'0ߦu@#Om +z?陙Ee:!@`2AT0@eF?陙@@%?@%SF%@&K NJu@$hұ @#^YyE@DM@܇AK(h@@":j *F?ݬ@Y@@1=5HH@2yTö@2}e @2mj@2t4|? +=pE¹bxb@n=A` ت@`F? +=p@@@&@Br r&@ǷQ@Lߘ?θQE +@Zb53Auf~@hS*IF?θQ@@2w@/ʤ+ݲ@1y_{@.#U@+ѐ2@333333DiB@"D왤A^WPA@ WeF?եb@Y@@0Ab@1W,W{@1{ȡ@1Aq@kF?Q@@ x֐@F^o@VG@_S9@ڛ/?EsJF@zAǻ@8zF?@@$R1o@#A3=@$/@#4l+@"rT5o@333333DǸ_@Š*+/AQr&,9@!%F? e@@Y@@19{@2Ujl6@2n[&8@2?@26'-? +=p +EP(K @VmeBnT@IJF? +2I@@lʒb@dw@Y+@nz@?QE["sB@wCRZJAl`@ LF?Q@@`-S@Y ^!@^z@ )@q߮?\(\E %@:G(Bz@چNF?\yg@@ @.#R@H @a#@ <̜cx@ Di WQ@W(AXD@ bF?{@Y@@1dp@2 D>@28:@1rT@1"=@333333D83*?@[ `A`TY )@ C+F?Wh@Y@@/~Jd@0&u@0@0o,6@0X:T?333333E07t@a/Aap@dVZEF?333333@@h @+@γ̻@7}@zֹ1@333333DQ蓣X@W~AVa?@!$|3F?2@1ڙM'@ffffffDm@2AZäQ@ SƛMF?;%o^@Y@@1K(@1͙q]V@1@1U, @19Wra?EGUtR @ LUgߓA1@P-PF?@@mvtm@`O@E@擭@v`ɖ@ffffffE =Z@GD1A`A@ )|7F?W@Y@@-]@~@/;@/~jw@/Џ"@0oCHŐ@D^q1X=@AM@" ShFF?Nʖ@Y@@1@2jwvdj@2uhW@2[K|@2]##?GzEko@/ tZTA^Yr@C1F?Gz@@%B\v}@$We@%I@#I3@#~H?QEu.e@l\f.Aʻ#u@y 7F?Q@@%ojW@Oئt@YS@b1@as@EGՌ6@A`c@ pF?4j@@+O01@\@-rY@-Q6XP@.@.y?񙙙EB@AAƗm@@6A*F?񙙙@@!(uE@!@",$ @!&X@ qw ?\(Eʾ%@4u7A~'@aF?\(@@bKpq@|a@A̖@Mr%@ >*?zG{EVc@qz{_A7׍@%F?zG{@@T Ӫx@9yQ@J .o@ͦ!_@ `? +=pEhB@[ +mAkGQ@OF? +=p@@")&+[@"+g6@"6(@!M@!"&߃?\(\E5VJ@Ws7A˭AC@a(Yo'F?\(\@@*x@VE}@\@*1@?@D篍N@ƃ.A`dO@ *2F?% @Y@@0-0>A4@0Ef٨@0P!@0х׈@0v@D́fK?@2QEAU'&@!1(3csF?k΅3@Y@@1r˥|a@2 to@2-W0@1|fO@1? +=p +EZ?@ enDAK>3@^F? +=p +@@'q~@&D=c@'} @%Bv@$L@333333DՐ^ @mL'A\ +@ y F?-V@Y@@0q@1PEz@1 T@1sȯ@1`L?QREU@Ay @ZEF?QR@@"}Qw[@"cAj@#)*d@!@!OT@ffffffDuЍ@6EYAOV V@!#F?z@Y@@1#@2cnS@2ro&D@2Sž@2Qb1UM?GzHETH=@pMAϹ{)R7@/koqF?GzH@@U;@Ys@/p@}D+@rL0@333333DÑ@8xAZB/@ QF?\¹N@Y@@1E hU@1qQm<@1hs@1pa@1CPV ? +=pE],@ AAV=@`F? +=p@@ 3K1-@ /%gq[@ |@c@k@Dΐ@šRf̾AS@!n-bY F?n~@Y@@1cD )@2@2'^ߐy@1z T@1 j7?QEzpG@ An7@ VN_F?Q@@#Mf>@#/*D +@#w:e^-@"4X@!O@DHxGB@ :4ARG߾I@! ?>F?񷟩~+@Y@@1v@2Q 5%@2nc;@2:=n@2/ Tu@ffffffDge@ąpAUkƨИ@!?MF?@c^J@Y@@1n!@2 +wL@2+@1RJw +@1AR?\(EGy@))ǝAZ2@x/F?\(@@"LN5u@!0@"I [@!5l?@ $?\(EBM~@ 4KA饺@ލ:F?\(@@,L@1O@D"u-@oAPбw@!c# F?]Y +>@Y@@1!t@2YmO@2n8~@2EpH@2?$Sf`@D2{?@ˀbAG[@"r<sF?$5in@Y@@1^X@2B@2~2@2(tY@2b@DзAf˨@.D _tAZTYT@ u%_F?갳d@Y@@1FR@1̗bp@1_@1i5Dp@1?QEK!KBb@VAԶȇT@H7 +F?Q@@iӃ@?I~ @T"4^n@92u@+@DRK@.\=A]g\@u-@ n[F?^_0@Y@@1?@1Tg@1z߶g@1tz @1\OI1҆?ffffffEB2@j|}Ag*@ +BMF?f[ @@${7@ꀧ@a@A/^x!@ACx?zG{EE@?1M3AOS#@_vSF?zG{@@ 1Z@-K@ 0qQ&8@_CP@x7??EAT.@73qAzf U@B9lF?@@"%b#@"44@#g՘u@"ki@!{Y@D!Zw@Í{*n{A\| @ VF?o?R&W@Y@@1į@1+@1Y"@1sDb@1^?zGEY4@ݹ{PAFi@YwYV>F?zG@@;]@ݠp@ˠ3@I=@BH?E46@}E +% AS4Ba@3F?@@bf+@;j( @V#_@6!зc@-1?B *@D7%m@ĊؒA[> d@ $F?%1@Y@@1O!@1w >@1m@1d^/@1 +! @ 333333D .3GϤ@³#AXq,@ 79F? D@Y@@1jܿ@2 +g@2;.wR@1@10@DaUr2>@ޠ(A^ҿ~@ KVoʔF?Xe,@Y@@0lb@1Y4O@1h3 X@1<6d?@1)?\(EqA|@4A+lL=W@A4iF?\(@@!F]K#3@ (@!yQun +@ {@ :=G?QE$c@VۏA$6[@txF?Q@@r]O@ +@;@*@+@3dL5@ffffffDԶg@LA\9@ y~F?!-w2@Y@@1 +~@1 ]@1%9@1t2ҟQ@1]#?p +=qE#[?1@b^@BQӻ5@wF?pZx@@!HDm@A;@f3C@E,@v:?QE +(@QYAǪ9>@*u^F?Q@@ 眝@ _փQ`@ ϰI@ $#+@d@ffffffD˝B@â0AV֪:ۓ@!$F?p&@Y@@1{^ti@2 mR;@21t*@1'@1z@ffffffDX@CҶA_KGW@ ?kF? @Y@@0v@@1FU@18(-)@1 1*@0a(g@Dm-@U#hAZ/@ rms8F?mǣ@Y@@1Crf/@1?@1C@1 R@1? +=p +E lHu@/xA}PF@s+]_F? +=p +@@q@kJoG@@S>j@.%@DdEjm@^MGAYa@ F?뉋.}@Y@@1/@2 ^y@2C4@1I.8@1J ?E5[6@?d{6AȖ -Rj@IF?@@ T@\$cp@i +@@p}@333333D3]~ @;nAT\x^I@!] :F?$@Y@@1f@2  it@2(Ϗ[b@1@1(?(\)EqZa @ +AgP@"x+PF?(\)@@$!#j@$jR@%? @#ld@"L?\(\E}oá@_8}A= +j@@uniF?\(\@@#9ղ@"м@#Q@"Q!Ui@!$?t?p +=qEu8 .kW@n,<2Ap\{@YZF?p +=q@@$`..@#xA@$w1F@"҇B;@"=k g@ffffffDSHu@= AF1m@".tF?HӮh^@Y@@1 +xc@20zM@25@2v'g[@2Qk@Dȁ3|>a@ƙ5AP<$@!zEF?o]@Y@@1ia3@2]Q@o9@2p-?.R@2K1$W,@2G2Tm(r?=p +=E~f@zAw@ɄwgF?=p +=@@!xŏl@!#EP@!^!z@ Q@ ](/!@D*|y,@嶦rA`e6(@ rZF?@Y@@/;3Ba@0w@0y UrE@0nS@0w~e?E%4@IAU`bq@O +Q +F?@@Z@~.P@d @io@;dL4wU@D`r@%ASMŤ2`@!|L)F?|o'@Y@@1`S@2*7@2'5ndu@1=@1φv@ DZg#@'IqTAW#@!7'F?퐫NP@Y@@1݈@2 gÛ@25!0C8@1cad@1z,~Q@DI\J@Œ_A[AG@ ITؤF?u!R@Y@@1US)m@1ϸrj@2R@1휌@1t@DОi@PAZzhtX@ IF?ꈏ`@Y@@1HfLB@1K}!@1u@1]0-(@1Yn?zGE].@nnA7'@6'F?zG@@'I@s@%Ej@'_x@%9n2=@$>ï?ffffffEV$H@Y-1Aƹ@ +*{F?ffffff@@(C 5q@&Ô@()+7@%Ӎ @$ĵL?p +=qEa>@\ iA<0oP#@|UmF?p +=q@@`?$@ Xs@@S@ @>?(\)EX`BB@¢TqA;۴@ۉW-F?(\)@@Zi7@Ua]R@za@Fϝ$@(5l?QE];s@bnDA{9CD@ZF?Go*ZG@@O/.t@",$6@,@aR@5 -g?zGEwӎ +@KA)r@qmF?zG@@#ŦJF@#LɹI@$5;@"umx@"%KF?GzHE٧ +S@SNbAC@^F?GzH@@"퀽 @!tHo@"ixVW@!US|e@ v*@D܋(P@~hԺA] Y'@ b>\F?1&x@Y@@1@1 *@1±E@1u0g@1[,3B"?QE?a?\~f@>AP|M@cudfF?Q@@-!ȁ@)-w@+d/@(|biyk@&WO \ No newline at end of file diff --git a/Test_Plots/iso_9.20_0.00_02000_m10.fits b/Test_Plots/iso_9.20_0.00_02000_m10.fits new file mode 100755 index 00000000..f0444a28 --- /dev/null +++ b/Test_Plots/iso_9.20_0.00_02000_m10.fits @@ -0,0 +1,396 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 97 / length of dimension 1 NAXIS2 = 1374 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 13 / number of table fields TTYPE1 = 'L ' TFORM1 = 'D ' TUNIT1 = 'W ' TTYPE2 = 'Teff ' TFORM2 = 'D ' TUNIT2 = 'K ' TTYPE3 = 'R ' TFORM3 = 'D ' TUNIT3 = 'm ' TTYPE4 = 'mass ' TFORM4 = 'D ' TUNIT4 = 'solMass ' TTYPE5 = 'logg ' TFORM5 = 'D ' TTYPE6 = 'isWR ' TFORM6 = 'L ' TTYPE7 = 'mass_current' TFORM7 = 'D ' TUNIT7 = 'solMass ' TTYPE8 = 'phase ' TFORM8 = 'D ' TTYPE9 = 'm_ubv_U ' TFORM9 = 'D ' TTYPE10 = 'm_ubv_B ' TFORM10 = 'D ' TTYPE11 = 'm_ubv_V ' TFORM11 = 'D ' TTYPE12 = 'm_ubv_R ' TFORM12 = 'D ' TTYPE13 = 'm_ubv_I ' TFORM13 = 'D ' REDLAW = 'N09 ' ATMFUNC = 'get_merged_atmosphere' EVOMODEL= 'MISTv1 ' LOGAGE = 9.199999999999999 AKS = 0.0 DISTANCE= 2000 METAL_IN= -1.0 HIERARCH METAL_ACT = -0.9761970853273753 WAVEMIN = 3000 WAVEMAX = 52000 END D@s ~2Av% +P?@Cm/ŀF?e@< jR@:<7@8v@7*l@6sbMDpߋV{j@Z'WlA L3?u.u@;WآF?u,@;._n@:lIre@8@7 t@6d(бmD^cxy@SR\AF?6 )@2F?6X@;@:P@8jT@7DjCh@6QX>D +q PR@j&WAG?Ja@)]صwF?@@;:h߉@:5kZ`@8}E|a@7%rܿ@6?)D?ײS@ɻGA+Z?F<@!2TF?AG@;/*@:o'@8fX,@7~k@6.nuDecj@lA+U?q]=@MeyHF?qW>@;cC@:~ .6@8Oe8@7i}6@6ߧ bDؒ3@4 A!7j+?6d@.'9zF?6^.@;Cqv@9g>@888}%Ė@7SA@6 +RDmbaU@U&NAC?z @^4rF?(@;%zI@9κeH@8"'"ʔ@7>㑆w@5LPODq.@wSUoA >8?\7vD@PCUF?\4n@;%m' @9'{@8 +3m2@7(˞@5T@0FD̪M@_-EAg8C? T9@F?9Uw@:CgŨj@9N@7 ݲv@7Y5IQ@5ӎzDg|@%KA-MKF?ž92@8lF?!@:8KR@9| @7>d@6u&@5Dy=@iOAno%?̔@O^ߞF?I=J@:N#ҏ@9ap8@7Eö@6v@5YMDu{@%h)AR92:?b&@z;m&F?^-@:2Ox@9GV~@7L@6#@5{5D[~݌@'qoA2?LJ@s$[F?KW@:` @9. @7X@6 @5=؉RD@LF QAn?³\|D@ϸmF?³Xd@:=tF@9Q @7|{S@6@@5v"ODab3'@s S_A9̷??Wh9@\F??@@:u]V@8x@7b'.ʮ@6I!p(@5a|h&D~i%@A4Kl?9Ш5@{tZF?9h:@9]_@8c@7AJ @6k5@5FƧDGKL@Ͼm[ACNV?>&T$y@XF?>!y@96U@8拿@7 +"@6K]"@5+ DI +@cT%Ayc?jɮ@-NCF?j&@9Yi@8g^^@6O+@6(M =Ȱ@5 ZE;Ó@1!SAOT]?NJ@E1*F?NJtĥ@9d04@8WO A@6p*@6ɊQd^@4ﵧEkQ@c&(eAylt ?Ȱ$3ˊ@ϗF?ȰHFU@96s@8/<@6B@5 - @4I,qSE3}^@=2;A,x0? e^@sffRF?n@9GݴS@8 ? @6#Ev@5K>@4Q-LE;ނ@A/%?˃[D@gY{F?˃Ȋ@8%@7z`@6wqW_@5U@4NddE7H@*AA~l?qׅ@[YF?6;@8g@7 -V9y@6\g_G@5z>.@4^E +=4@WU6AS?jx2 NS@O&8F?joc@@8+@7[1@6?r: @5sNa@4i{LE MQM@WAIVWl?ϸ_{@DtvF?ϸ{@8S[z@7s@6(+@5],.Y@4T +E 'L@c[_tAr?[7@@=ߍPF?[5~@8} (@7e@6IjR@5MN @4FletEV'$@װA獻?fg@6ݹF?a@8k;a(@7v"r(@6@5>2@48wEhN!&@JAW4K?L@0g`SF?L`R@8[_@7g@5@51_Z@4+2ڱ$E zC@G;ACp?Ѽi|@*^F?ѼŊYN@8LU@7YFNl@5Aޛ@5$z@4jE\@CgbA'nf)?&dV@$q`%F?&_a@8=҆A @7LB;@5C@5%$@4U>Eq#lZ@]C_A8 $Hd?ҏMt@OIF?ҏ%l9o@8/w@7?׮@5D81B@5 a:H@4 [gEo;f@ZA4?;@`9pF?6B i@8 >Mp@71;E;w@5@4@3 Ec%@.q +oA2?Ӡ\H@*ggF?Ӡ42@8 Y @7aT@5-[h@4qG*@3d)Ehqw@1UMUA r?v +5@Y{F?pXY@8M]@7D @5P@4u1@3"ߍ"EL3p@6ꬢA^[?'Q@ FaF?*$Y@7ӷ@7,"Z@@5@4WM@@3!ElZ:ke@8`A +b\&?5kk@ +:_F?/w,0@7~:g@79q!y@5~@4@3|ʺJEv@:OBA#1i??@ +PS-F?R @7Hw<@72-@5@4@33dMEA!fɱ@;A$-?0c@ 2B6}F?0@7^{@7 2I@5 &ƾ@4k@3tEV w@=}'aA41L5u:?BnxQ +@b? F?Bg@7䮝p@7 )s@5;t@4$~җ4@3k-XEܹ7H@?21AD$ ~s?SK@!"]F?S&@7ԯ-'@7 )dH1#@5_t.@4X 6@3ھXEcf%@@̰AS?dЗB@-F?d4@7y]@72(N@5L@4ٔ>p@32EC @CO%@7u?` @6T(@5A:@4_43@3|E[?+@^'zPA^_?ՠ F@9uF?ՠ`.@7ecTv@6~G@5zE``@4J*@3Z?vE{e@bxA]?ʤ"ܳ@ pF?ʝ<@7@@6ؓ0y3@5tn@4٦-͋@3VE׫@gY/AvI?@ҰɘF?N@7@6c|@5o[)t@4˲k_d@3慳Er^@l$94AT?$C(a!@Of+F?$;X@7r@6.m7N@5iZa@4%:#@3&,4fEg迺@oiAF8=s?G:=I@LpF?G3%*@7 }@@6Ǚs6h@5dB@4Q+@3IdEDُZ@vwzAߔaU?ֆP=aU@tm/F?ֆHNl@738@6@5\,@4 &o@3nA֥ +E;p@XA?d?ԫC@kF?ԣ@7z@6Y U@5QE2@4G+6@3IE0>|@ D|A3 &?doݫ@ +ӿF?df?h@7Ե@66@5@|$@4|ۣUz@3c6yyE ~Ipٲ@|AJj?L3@[F?L@7^B<@@6~@5#Q0@4apSe@3iYPE!fR@A_78?=6 i@l#F?4/v@7HmjQ@6k<@5{@4Pؐ o@3Z=@Q&E"]֪gg@OAX?ZiF?I<@694q@5zief@4Bhy@3rRW@2 ,E1G@evwA-;s?ޓF@T; F?ޓ蟐@6Hf?w@5^sHVE3e@KX3A\_шg?ߗ3p@Ca9#F?ߗ8@5ڞ1@5%䢕|@3D@3Ro@2)^E42@+[AW?=i@z@=YfX`F?3R@ݡ@57Q+>@5 s:H@3fCO@3?i@2o@E5.3@&OA_# ?<«@7`sF?F?c@5&%8@4?`@3{g@2ÈԶF@2$ 08E<{It@7&bAvr?Alכ@]bQF?Az @5 +K@4sVtW@3hd&_3@2^@2m~E>/Wifk@ysAW"?u {j@QfF?u{@4F@4YT1@3SwWgi@2$R@2k|E@q*Nu@ʵYCA Z6?$+2@$>F?s@4l]I@4=i@3@1*ED'mՑ@|ʥA|? +-@kF?a@4AO@3`,@2nd@2bdp9U3@14yEEqҐݍ@To-AD^#?@kF?Һ~-@47&;@31b:@2@2ND@14$aH-EFuo@׈pGF1AW?ۈ?zR@g }F?%qs@3p@34x]@2f>@2;ֲN'@14YEH?kD@/` AG"H?PI@12F?Px'5@3%@3rw@22j96@2(~ @1EII7`@8~XAog?"]{@{F?㏫3@3%(r@3k_B[@22$@2N @1y2EKp:|!@kTAE^j?'e}@ =:<=F?@3QS +@3PcK@2vm_U@2@1i LEM]*0@јAA?)@8tF?hA1@3hjy@344R@2]^4@1ۍk@1WazEOX¯@ʨ A+o?_ 5:i@ +yF?_S~@3C0H@3c1|)@2F͈KG@1q_@1FX5:EPC>3=7@ lAW-?K$*@ҢF?/Ĕ@3#4s@3Ӄ@21\냸@1Ŋh@16JEQ@rt +@8ǝAK-?۾c1|@ݙ,F?ۡ󊤨@3 a@2w4@2~V@1x +o@1)ER~ *(@jn6gA,8?z@-F?:u@2Δ]@2ׅq5;@2 7+@1O@1ESES +ܨd@Rm~A?] @ uLF?]3@2g@2hyCr @1[@1j"4@1 ի~ETҗ]@ȌEA6b?噶x+@҈g EF?噕 AI@2vZU@2}8@1Hj@11#v@0$rUEUwU@!AA@?|C?(@)/mF?d#@2(߸@2u@1Յ4@1sy'@0UEW ;@ 7HA|4? bVe@˾SF? s1=}@2}d@2F=@1ĉ`@1d~@0㸌&ƻEXenV@QpAN1?Ny`@ǙώF?NyZd@2b=@2jk?d@1(@1SG@0[#۲EYⲞT@{UwAKDu?a"Yz@kF?8 @2HpB@2T<{@1b<%@1BGb@0l-E[o.9@‘Aeu?+@f'$F?8M@2+I@2=)2@1i@@12^@0mpnE]`@7A]?*wfS@]ϕF?*`5S@24i@2(>,%@1|K@1#-\j@0E^^G@ +mA+Cp?ww@<F?v3"@1g=@23a@1j )@1@0$E`^h]@;hcpAl,70?@]F?ƪ9@1O!@1 +3ǟ@1Xo@1]\v@0@SL[oEa[9jk@j+=A94&?pz6@p F?Xjq~@1p:G@1|F@1G%@02@0rOEbh6@zv"/[A#3?^L@@ҒF?^/ @1(q@1Ѿ^@16V +!@0i@0r>.!EcO}J@ɳ'Ab? ES@ pF? @10^N@1Lex@1$8-\@0! +x@0dpEd)e@p]\A,1u?wf @4͖F??][@1zO'@1X{j@1ݫzO^@0É݁X@0W4MHSEe:@)l.AAd@Fzq$A] m?~b@e1F?qM@0TF +@1az̠@0Z/ =@0ZJac@/6gEp`}y@u1B'Al??@]MĮF??kC@0g}4@1 8@0:@0JKYt@/٤ԏEqRj9@C4ABǨw$?bs@U"AF?@0DVr@0Ԏږ@0bAU@0;̅.e@//i=ErL( +j@uX{fA}?@N.a4(F?،Z)@0ք]X@0} @0pP@0-6h@/TKEsTΙ|@f~TAa?%O-!@FCK/F?$PM=@0qJ@0q9_@0`ڎ@0@/(OEtpL'@L*NA"|?sz@=PF?s !@00 @0z$u@0Q=H@0E*@/pĺ>Euo@DcS@A5z0s ?@6T24F?]i4fq@0wO1^@0Z0Np@0C @0iDi@/XEv+U@j/&'Aq-?ǽ}@.ycF?C`@0gEOƨ@0LJ~@04@/nZ$@/A]8EwP @~u@AQ?JR6H@')v%F?JqK@0W𰩩@0!r@0&Py'@/M=@/)659Ex3)B?@=AD0?퍜m@ "'~F? g@0IH@0ȿ*@0vΐ@/RN>@/MEz62#@Aޣ?1@+xF?.wI@0;J @0q˷v)@0 "?_@/4@.q@/SSk@.'~E]R%@m>+Aj$B?1q@7]F?ΰt@/Մ@02ݦ@/W\(@/6Wu@.du$E@A]ʥ%K?G=ZP@mґF?F]q[@/ᬹ/X@0"n{1@/˝@/Mjdd@.bCE X@l9AãN/??t@F?tj@/MH@05q@/l9=@.kAe@.oGEk@<=OA\h ᥋@.lAG@-%q@-N@-:"EfH(@>>A "w?$ t@/$&F?#Nw@.mm@.?A)@- #=@-zQ&@-5EwTI@޺OAS?Sm%O@C`F?R8@-{>@^@.G |@- +d@-^.l@- *wF&E*ؔE@@ALj/? ~@ކ$F?m8@-͚.{@-ᰡW@-4x[@-@X: @,UœCEcO@Aǽ.j?$@pF?!"%J@-B= @-7|@-[ @-!W@,SmlEu>@ HCA8?dKݓ@SrF?pӎ@-?O@-sP6@-48@,#-@,MEd=@aA?ZtY?6Q|@F?5N7T8@-eet_Q]@-l#@- +>.@,٫j@,0aOE! ز@ZhA@+?o$@}_XF?nlڨ@-@C^S[u@-Ai@,A@,~ @,EZh@ AȷLB?=@~IřHF?i~@-"fZv@-eJh@,:++@,r2@,iֱqEkz\@,DMF?RO@,Z'@,f@,C@,p@,BLE('bb@TBĐAA?$@teF?b@,牵@,ӭ؍@,t:l@,fǐ/@,9 +PE@blUGA_݊Y1?1@r/F?ҽ4@, @,ŵs&@,|ʳ@,\I@,0hy \Ef;@p{JJA{Rt?0E@pg@,_@,qer@,Qٗ@,' EB`@}[ Aɘ5 h?C \}@nrNOF?BQV#h@,rV#4@,窮@,f`@,H%J`@,E}ǮlEP[@BPwAɵ酼?Ucnr]g@kð F?T]@,ÍΘ@,3W f@,\;_ +@,>l8@,0GE6t^@tAЋ@, mE=Qu U@AE?uAt@fF?t!@D@,ak2@,*fm@,Iys@,.) @,HmEҾ@?j1A G.#H?jfD@dR F? 6@,ngp@, Q@,@g!@,%(@,ёx3E\#M@VmA+'nC?3]@a~E=ZF? "@,T@,v Ƞ@,7¾@,OB%{@+ q| LEDTm@ 2AL?V@^tcؕF?o@, e˒@,kA@,.@ù@,@+0VLEx@w `ApgZ/?B@[;6s[F?-@,t@,`q_R@,$_@, @+Ssv)E2HR@K֚AʕS?¤%@WAo\6F?L@,jjwF@,U@,l@T%9F?ڔ~(=@,`haW@,Jќi@,O*@+Y@+؁EQ@YAP,,?W@PAڬfF?4[K{@,Uuڬ@,?ӌxA@,ok +&@+cR@+`KEAONa@Q?Ak0?,.\ZO@K1=e=F?<@,IFJ@,2͕]@+|@+)A @+RNGEUa@ATR7KIh? LJ@Ef={F?y*@,@+FQ@+m@+bn}@+to7EiUTa@ A?2?m@]CA/TF?eJ@+}@@+qF@+3}@+$a@+i/QE⿈jl@}A͇:?U%)@WmPF?yq@+ۺ6j@+=4@+ڼ9@+|\@+_@ 'E\{+@SpeAn?Х@'F?GJ@+чg=@+SZm@+3هG@+rH[R@+T֮u4E@̜A?ڠ@n+FF?/ @+Hk8@+Ÿ @+{`G@+g> @+JG4EWV}@fq~Ak ?.@FF?8J@+ +o@+8Q?@+qI@+]D_2@+?XEְ@`ZAμf?\dzP&@'sVt F?]N%n1@+$in@+N2@+fBfE@+Rb,@+4REY+;@ڝ4AT8y?J%@~ F?#@+9!@+-q @+\1R,E@+G-&@+)E;<@z(Af_D?&@SN0F?$i\@+g?w-@+ds@+Qe@+=,1@+^JEb@]3AϺih?6t1O@AhF?4` @+@+xn:S@+GR^'@+2FҨ@+#!Ek@}u}Avr?F3g^@˧F?Dit+@+Z?!@+nAI@+=e>@+(D@+ 5Ej8 y@>OA1Ԗ?V~-@&.>,F?TQ;@+!js@+d[a@+3#U@+Sg@*JEki@P~A[ُ}va?fmR@C^ F?d6A@+w l|@+Y좦|@+(K^@+|`@*^ENqE &@ƾ]zAІ~1?vg@EF?t%%@+ln@+O?ɜ5@+-0@+ >J#@*AvEE @jAЯj,2?~@Do/F?J@+amO@+D P@+Pk@*ysi@*pEt.$@=QAxPs?-@#F?Ɓ@+U9pv@+6@+SH@*xiro@*@glE9@R˜A "?mr@3F?$b@+IJ0@++j/ ++@*V@*Xvm@*߬EOF@40Aa? ?k@Y_0F?n@+@T{@+!^@*f]@*:q=@*ê_IESCwH@"A\=Bo?E@F? +@+8β@+$4@*3 A]@*P@*nkKE-q@v\A'O?]L8@!_F?$M@+2_@+ak@*j>f@*/@*xƧ6EW1B@#s$ZAev$?U)G=@4%F?`F@+,Z@+v!@*孿)@*sv}@*|E݇@3U1r+A6v?Xo@]qEF?x@+'r 5@+ L@*♷@*kv@*0E V@C +,;Aq bA?Θ?80@ *DVF?ϭ@+"+<]U@+J@*ŋ@*w +@*J/E.O',ޯ@R{A軨y?5&@ +)aNF?ε9k@+q@+@`.@*Σ9a@*ϭ=@* t5E)ERJֽ@boAX;?s@4 F?@+Z@* W@*ѐO'@*{T٨@*Tz5Etԙ@r_tPAиG?f@]BMF?4@+x@*sJ@*)2@*ob@* +QyE-@sAЩNEj?vW@qF?p@+*˩@*\k@*d7@*̗Cż@*I IRE/AgA@^jAКW|?@kDp@`iSF?ռ+AbL@+ @*9@*$L@*@*AmEd]@ARAЋr?jn@nF?@ 6x@+ UT@*I\7@*Ռ= @*%X@*#dE+@ D$A|lh?qo@)oS7F?L @+ |> +@*m@*Dmw@*~Wu@*@ݰEә@ Anq?T@3ݎ4F?v@+D)@*"C@* ڟ@*Υ̏@*)E;;_@6*AaA$F?!a w@$vF?ٙe[@+ҁ@*딪@*Ѥ@*@*䀧_E]$z@5 BBAT1|?B"@+ϣF?R[?rc@*,"H @*[,R8@*H@*MTd@*򿈿EG[63@}}AGw.?~o@ͤaF?{ %@*6V@*r !@*Ѧ@*p藴@*ߪ?Ei037Q@Qc`A^@wA' F?SO@Ԙ9F?܇} @*8@ U@*ޑ}@*2N?i@*XL%@*M 9E[ J,@$"&AI!?߁2|r@րа$F?@*:9V@*)ΐ@*Ȗ2g;@*-3@*;ME3>6L@0MBAH\cc?j@&!DF?]cH!(@*P8i.@*Hcor@*Q(@*\@*C=#GEWWF@< W֟A#t?E߂@}F?ݺb +@*zI@*֗@*g@*ws@*y$qE{~K@F]A ?O3@څxF?^@*x؏@*n@*3$up)@*ۢ@*?0EgJK+@O4aA + C0?졗@3X|F?a\{7@*\!@*^+~n@*[ @*`d@*qyEv%J@WT7A?7u^@tӈ-F?ޫX@*Gd@*E]@*90@*aAA @*9!ҝ@*΢@*ܰEߜ@_J#A ݡ_?`8O@ڲs{F?0v\@*7b|@*ʳU;@*3@*~ @*hf4E#{8@`}T.{EAx?@٨}\ F?j뽛@*я-qK@* c@*o3o]@*p0b@*$N7E4ž@^A7?,z@@4F?ߠu8D@*r?@*FGu@**@*@*~iE T$@[2LA EpCz?^(fN@ւV/F?ѽƨ@*ϵ@*ҙ@*ڡqT@*HW@*`cE(yX{@Vb2}A)Ce?\ +h^@sF?;@*G@*7@*?@*w@*`~E8q@QA46?#*U@XWzF?+pځ@*g@*F#0@*lV@*@*NM,ES@JֶAA w?"@σG0F?V$9l@*Τ.@*q= @* +U6@*Dv@*nؑE8,3@CPKAOa6?v@dF?#'@*/@*¼@*F>i@*y@*UeE s}1@;.yOAa+S?Dʰe@ȕ@TF?@* +ҁ@*M]@*qKT@*RE.@*A)=E/0Ǭ@2NJAw,s l?5X@XF?I<@*Wo@*?#(M@*ؐ@*ꩅ4@*b EFI@*چAЏE*?àZ"e@쎁9F?6@*T@*њ@*MM@*ʃ3@* ]Q|EbFKR@!aAЪOtL?B'_@l2dWF?sW/:@*h1@*W +l@*z =}@*}@*KEfl/@LzAYe9?tli@F?NB@*¨Q@*9 2+@*qXT@*!z}@*1zE>5@`NAv/?~u[@'F?]3@*sԣ@* @* @*+ڻ@*CyEMO@7 A@m?兘@)ƵiF?5@**Q@*{@*~"o]@*S>,@*fq|EV5@:\AC ?M9-@ljF?㽊嬈@*a-@*6@* +1 @*@j@*nC@E8_V@nj^A7ns?TUD@rcF?^l@*-@*`n@*D@*x8@*zؤr}E!9@QePAT??謙h@uzF?@*cD@*ξǛ@*1聎X@*@*u]ME4)X@ez<ArwJ?eRR@ PeF?k?U@*y@*〚5W@*tǦ@*}Aϳ@*p%2eETWa@saAё,yz?{@{@):nF?QZ5@*Y4KN@*z@*NnB@*x8aT@*j8 EuSp@ϩ[dAѲ,CQ?8z@ F?z>@*>@*x(cm@*{og@*r+ @*d xE5Fc@³OAI/?cĐ@~ET~F?]/@*8@*#W݅@*ui@*mT&pk @*^t$8Eċ]@."JA{!? 6@wzjF?oz2@*0BAoK@*?Jo@*p(,S@*gWϾs@*WF?ES@2OA5V ?a@psB]F?y3h@*@*d@*j7w@*a ݈[@*PA6-E!>6j'@NAGT?uD98@i;XGF?zlEg@*gqW'@*}>!@*dU?@ZlN SAF?L@* @*ryc@*W@v+ @*M%@*; +JE_9q@@v-bA}-R? K{@RK_F? z7@*f@*l,@*Pۡ@*F0R@*3?$EB`@~پLLAd}-?\.@K@~zF?9D.o@*/{@*f3{[@*Jr*Z@*?X_y@*+E#'N@tHAyPN?Q@CrF?9@*ԉR-@*a3H@*D,1@*8z@F@*$q+EWm)@it56AGAc?CM@;B!F?,6@*z}.@*[/@*=ŕd@*1T0@*z+ E9.)@^AsȔ?)`)-@4;qF?ca2V%@*v;@*Vz 1@*7ł<+@*+@*=E!"<@SHkQAӡ9LS +?"J>@,v)PF?y@*q:@*P1rs@*1q>^@*$v†f@*E=ԯ@G*AD9$?&>_3@$bF?#oE@@*mF:@*K~(@*+le@*\dp@*ʲ!Er7iq@&txAR:?0@u@F?-|@@*a;tC@*=Ц@*}k@* oa@)sE_@= +AjX'?9d7i@RF?6N@@*Wz,@*1H+D@* k"@)B#Z@)мE[9|S@޵RA^ ?BP@ƔF??s E@@*M,"V@*&$@):fR@)~w>@)UroEH@N A u,?I5lp@VF?F=NR@@*EKx@*5_C@)yV&@)ܞ;@)`IuE +H@BAs7?OGl@p?yBF?Ld@@*>ư:w@*G"X@)@)Ώ;@)d^Emx @k<A?y ?Up@b@F 3'VF?R E6@@*8 +O@*}O@)F2;@)O8 @)N)Ew@D JUAגOj?ZQî@J:F?V5k@@*2zc@* +B%K@)q@E@)?@)*`\Eh@aA&L?^n.@P VF?[YB@@*.KN@*ƶ= @)Ⱥn@)&j@)yP`E6{H@"WAؼYPR?bgmAL@.DQ^F?_Lqm@@**t!@*gjƢ@)j@)C@)j5.!El@ F=$AUr)l?e1+Y@77KF?bݶ-R@@*'^@*@) +@)s_@)|F\ @)6&JD)E +dr@I}lA ?q7j@ C/F?nSp@@*"u"@* 3 @)l@)u`L]@)*O})E)w@mAXc?s4@ f`^F?pƇ@@*!ْ׳@* kh@)8Uo3@)oB|:@)FYqEBh>S@)3A*t<^?vZh@ AסF?rL@@*" Hϧ@*%6@)n7@)i_@)[UYEWO@S8ciAVpG?xY@ |2tF?tކ`@@*#?@*S5@)bг@)e82@) + Eil@PLAދ-75?z L@ SPF?v?@@*$<"@*;@)h:Q4@)`6ۘ@)9a]EwCt#@aA@?\?{ҍE@ + AF?x&@@*%egn@*""-@)k \@)\#P@(褫Ef`@_$.A:mf?}P-m@ '2F?zE@@*(aΟ@**i_@)O@)X§0@(*#E +M@SAZCU?-[@ ڞnF?{Eo@@**Q@*0kz1@)7F@)Ud(|@(*8WEyEQ@Ay .?yP@ YF?}f{,@@*-Y.x@*7҉%3@)Qe|@)R~@('TEq׻k@q9%A?74z@ 9F?~i.V@@*1QB<@*A с@)Z'@)Po=No@()0EV%Q@#n,A}5?jʑ@ cF0F?Y%K@@*5Nޜ@*I ֗@)~CI@)NlS@(CEY@|`SAыc}?$@ RA,?_Mt@ 1rF?G#@@*EQ@*eǛ@)@)Iߛ:`@(4bEk^X89@􇐮YAui? +1@ BF?@pQ@@*Kj%3@*no@)@)Hw@({JEV2t@ uAy*f#?7\V@ nF?k@@*S?_R@ ƍF?p58@@*] {L@*@)3U@)JCl?@(aZ:E1hX3@RVtKA>io#?@!@ `^F?J@@*f3v-@*^@)lQ@)Jc7]@(\]Eޒj@@٢!Ah[l+?IvQ`@ AمdF? +uXy@@*qqJj@*(A@)@)M0h[@(DiEEYA$@XXAt?Kt@ "` +F?K@@*~ݠ:h|@*ҵ@)pYU@)P@(sTEỴ@T%AOfK~R? +Z +@ vF?rr@@*@*I @)ܸV@)UA{@(H5+Enau@\A6ꬖ?Aj@ +컐I{F?\Ľ" @@*@*;k@)a/i@)Z~^@(F2E*H%@["AϐV?.wV#@ +6SF?WOe@@*b<6Y@*-e]K@)@)apJ@(էE,v@_|8A)yq?Ԏ#$@ + F?I@@*@*m=@)XW@)j@(-Eh@a1A_Zpu?Ug@ +5QlF?-,n.@@*tkA@+F7R@* +DՉ-@)t@(yxEO#\5@*%QCAF3ƣ?+I@ +KF?np@@*Dh@+#~c@* @)PQAw@(Z!Ey5@^\DA*&?y2@ +7_0F?Z@@+ +Tk@+:-@*'lid@)zR@(>Eټ^d|@q0D=A&~$?^r@ +9F?YI@@+$%Q@+T"^@*8Pb@) 1@(uE9s@OAQ?\8@ ++ F? M@@+@U"ɐ@+o/`U@*JM"U@)aNt@(Ǫ5?GE D3@\M$AB9)?xmr*@ +\&AF?Nܛ@@+]Z8)c@+˫((@*[qߺ@)mK@(1b"E+@+"+A&taP?mN@ +v/c dF?-L@@+x@+6@*jc>@)ih@(ًh;E7@MyAUHΠ?6@ +hF?@@+ y@+{Sw@*xv&@)fi@(߰ҰnEVv@@gA眹UGA?Մ@ +S4F?_.@@+~@+ʒQ@*| C@)VsE@(EZH@$R A +W?TGO3@ +42oF?k@@+@+O@*J@)Ӵ9`@(fU-EOf@j]_AtM{?Jm^@ + 1:QF?t@@+?r@+*2@*b3S@)UO@(ĮxOEX@Fc +AJQ?I +i@ ۷ F?t\<@@+W6@+"8U@*v @)C)@(7U1E1@5@*d.ľAP]C?6ܬ@ d}F?UXY>@@+ @+ɌP@*el@)ݯ@(E'Z@@f iAcXxB? X@ ywF? PX@@+|ɢw@+#"@*RZXQ@)11@(EЏ E5oT@t=A+x\?|:@ HUz@F?!+H@@+@+HUr@*>+-I@)d5@(|E.-E[@#WAKd z?v@ ìzF?<@@+gu@+)@*)s9'@)k.[@(d9EGI1@߅TA gq?ɻ@ﾒ!F?ι!b}@@+n@+߭F@*r @)U @(L7EϪfC@XA!w?D^@CF?|@@+wB@+qU3S@)p@)=ٸN@(4 )[E! $46@ 8O~A倫?ڝP@U~ǗF?rHh@@+f@+]zG@)苕.@)' a@(ED@A+Y?޷S@Z]3F?~ +@@+TY@+J*-@)]}@)!NO@(5KE4@'z?A-Lz]?х@+aSF?`C@@+CQ!@+6v.{@))s@(me@'u]Ez:@LZA?̈<@xF?DK@@+1P(@+"u@) @(e7@'ѹ`E•%X@dA }V?yì@8F?{%@@+ W4@+FYf@)d(I<@(&@'EpqT@DAre2?{@#)F?W@@+NFt@*S¹G@)x@(tr@'0_EV7aȃ@{fAF?˨@n2ڧF?Bݫk@@*rl?@*.(@)aqO@(oN@'*2:EFdz@oїA͠L?[@>[F?mGNw@@*?4R@*2:S@)J*i@($8@'m.eEB;tL@d>A:A?5į@;aF?_`@@*' @*Kʈ@)2ar@(i0@'SDoEI=a/@X޹A3^?Z8P@߸齴"F?c@@*-Z@*-|@) +*@(Q&,_@':u E]UX/@M:~[AC?xj@2--F?s+n{@@*UGf@*:U@)#6@(9o@'!)x"6E}bD@B AmE?6@%F?'3|@@*P@*wM8 +@(\C@(!_U@'rEʫsaB`@6sA,b?T@QlyF?ԓ,@@*@*bJ-ގ@("G/@( Yi*@&^EeC]4@+oljA\?k @!n#ۂF?zk@@*rcWj@*LTw@@(@'hi8@&ՐiכE2#n@ AYh? e@־F?0$)@@*_j@*78F"q@(S`@'قž@&k婜E΍a`e@ fA@^? 4@ҡF?-"_@@*L|@*!N@(؉c@'@&MiEJ @.'A)?@ߍF? ?@@*9@* J@(x3_@'Ы@&?iOEк@c + @a}hA@Q?(e:@adF? (@@*'Y\@)#d@(b1 @'Fy@&q9MEс/@y諢A=*24?K_@1U(kF? A@@*@)_@(K Ru@'z;`@&XG+yEQ] @忿"K9A+վ?rn@@ rF? @@*Í_"@)5g_@(5޸V@'cJJy@&?_ÿE+f{j(@IARU?pt@иBfF?9R@@)(K@)ē@( @'K2kS@&&^aV EQ@ A&uWB?D_h@65F?I9 @@)tʟaI@)2;@(@'4Y@& 0FE@ܑ"Aκ'?k/@oF?No@@)@;@)e@'vͪM@' @%E)sX@[MgQASk?@? +F?Ep@@)$9P@)bY#o@'ܩ%H@'@%܋bHED6@=XAaa{'? #w@eOAF?%i =@@)ȝ@)mbke{@'HKZ@&@% +]& E Z@lR4A3r ?"q'j@ݜ'ǰHF?@@)Mү@)ZJ3@'vN;~@&D?X@%1E+ʽcbF@߹A ?$NG@LF?3xD@@)X->]@)Hk$&@'3^@&ōN%@%FEX!z@/@A?&! ft@{Q$F?K  @@).K@)5Ӓy@'c8φg@&/W@%zEے'9@x) +>Bh^s?'K(@JlcF? B.@@)o9@)!Bgti@'o4E@&{d--;@%`v5=Eڈ!@kaABEK{?)D@@ bvF?"|ɉ@@)`sŽ1@) 2@'X/ @&{@jr@%GCF?)d[@@) >@( aN@&~b@&#D@$ƂETb9@WBBS-@$IEt@^Bgz?4UXv@1yF?+V@@(p8@(೧@&[~@%t=@$;WmEM% @*D;cB?5ä`@ |FF?,S@@(~O@(r/[b@&@%V"[@$zGPES4@LfaԩB{7^o?7N;@\ _F?.hW@@(XV@(^5@&W5@%r5@$a =kLEEn"E@L6BMG\?8.J@*^7]F?/0Me,@@()l@(Kk#@&uX- @%Cc@$GM7vYE7&@t}BJ7Z?9%_@#aF?0V@@(čo@(8ܯf@&_:o@%tKT@$.[EI_t@]U3B=6f?;t @Tc0F?1ۜ@@(>a<@(&98/@&IK5@%]^fE#@$DE䁭qU@F B71e?=@$TF?3-0"@@(|@(O~EDD"@GnB ͧ0?C-(!@@'I@%x\ +@%ܕm@#8͜oEAΙ@zX5B +ZR3?Fxe?vJF?96z"@@(vt@'A@%xW@$k3@# ;hE(4@ 0eB n\?G'?RjF?:D ^@@(kdb@'p@%h'2K@$ךsG@#Te>E}@{Ė[eB v?H>5?|F?:@@(`љ{@'ܕ@%K@$"s+@#l Ew^8@nU?Nw9B U c?Ibx ?4tF?;o1=/@@(V-@'y<@%W!@$MK1@#S1 ZEr@`d|B-;j$?JV?%J- >F?;1B@@(Mxb@'N[@%]@$i1@#;i1HE[P%@S^B K?Kgh?-&F?!@%4Oo[@$7/ܣr@"HZx7E/7¯@CBchP9?N?-1䄠F?=cr @@(2k@'-c"z@%q._@$!4ǺF@"D@EAI@Bc]BmR?OFV?!)F?=g@@(1.gl@'('=@% +7HB@$ +5N@"ꌷE`V4@G3BgD|?O?bMiF?>0nZ@@( +@' t@$ID$@#-@"{$VE]r^@xBj?PZ?<ۮF?>VNJ;@@([@&@$hY@#o@"w aEYk@UB{~?QQ>T2?cFrF?>p!y@@'sns@&(AN@$̹r@# q@"^CE ei@؍~B :.?Qx?3 +)5F?>$(}@@';В=@&>wA@$3J@#@"FS7Easjϩ@;(:Bev]H?R?͖ +F?>V$@@'XV +@&ʲ_;F@$f@#|Ẇ5@".YEHvkz@"DqaB9Xձ#?S)ʈ=x?h?£@F?>|Q@@'ݸ@&j8^@$cβ2@#sX@"UFrM@r/tB6~i10@@'֥: >@&ݩL@$zh@#onM@!KFbhN@SBxJA@?TL6?"0F?>J>M@@'i0@&5W"@$fTD.i@#Y]s@!峟F.#J@W4B:'?T֜i?7ooF?> `C@@'_O{Q@&J͓@$S+(I(;@#Dt@!ȁF{ym@Bʶg~?U\: +@xb%˷>B{Q?U`?ks.F?=A7@@'x 4@&m0"@$,I@##jK$@![F@jmUB1;?V\?i?@F?=XmD@@'x+@&_-l>@$|@# /@!ohF.v@\smB?V՞3?KF?BnH) /?Y\?TF?9Ϯh@@'0@%ANA@#-o@"dhRy@ ӘF@[zQ*B R- +h?Z"?jцF?88pL@@'v㟟@%%!m@#v+@"Q 1z@ =5.FFC#u@>"B ?Z~BQ}?RF?7]s9@@'9g@%ى6@#eB@"=.e@ Dps8F6r@Ό&v%B!K<o?Z6?yAQ2F?6rTz@@'WJ0@%*?[yUw?fWsvյF?3J0@@'wa@%a~@#!}<@!63@ N`0FNb'@nQu:sB#kU?\ߌ^?]F?2Ԧ@@'W@%@%r#_@"ſY1@!O@'@FwW@;3.9B'"LFD?]?ltF?)E=@@'@%hfL@"}$@!r=Y@uUGFFМs@,EߘB'҃2?^ p?IF?'xH@@',)ƃ@%`|mã@" )@!aYx@LbDžF1b@wAB( [-%?^D_] +?wJF?%@@'ᰆm@%X@"A@!PȽ@#{bF4PX>@ ,>B)CT?^<<~?F?#@@'8W@%Q#[@"̒&@!@]L@@|FTn)@B*.?^{ ?Ҷ2F?!fsU@@'UrO@%Jl@"c5E @!/du@ҼMfF |ԫe@6A7LMB*1#?^@%V??@F?;C@@'ʒZ@%Ase@"rib@!;%@E[F!9@aB+`t?_:A?- zF?HĤ0@@'/y3@%9+@"d0e@@! ȯ#KW@VF!#7/@w B+sgd?_;,?EcJF?5_Ȳ@@'͉K@%9׿@"e0@!_\@F!##@SW@#iJ@!d@ ?֫@F;<@w$B {UڲR?_?blF?3@@'ٹ ]G@&툳9(@$߷$@#Qi@"h|+TEW" @p"B +v5?_??i9F?3sSb@@(jo)@'?_ @%Gi`C@$Ri/@""ӧE=@DoB kKe>?_A?qUF?4NO@@(2~~@'w@%p@$B@#xhVEoL'@.۲Bu1Q?_DhM@jBjF?6mc@@(eп.1@'=_h@&X#@%48k@#R E&H'@mLYPBj2?_J@HMm_F?;2@@(v?ѻ@(A2E/"Q@3(ۻAFT?_`D@;F?OG@@)K=@( |?!@'LPWlM@&Hwg>@%e;]Eם9N@H<pAeF?_?U@d@KyQF?i @@)ݞY@( +@'kF?g@&5N#@%#RE17X=@wOAc?a1%q@Kh,VF?jYh@@)m1@(@f@'k*!@&6F$K@%$a_iE1Ʀ@wrtAcJ1=x?a2@KR?.F?l+@@)ٗ@((@'kxe@&6@%%e3E1D@wiAcb8Y?a3@K(F?m`$@@)8@(E@'kh]@&7@%&iOE1~R{U@wNDAc뀻?a5@KV%F?n @@)ɑlt@(ڲu@'k@&87x@%'*0mE1wd@w#AcMv)?a65i@K"oF?o@@)(@(#r`@'kyc@&8Ie@%'+ӯE1o,@wOAc`"K?a7Z@KbF?p@@)5Y@($@'k)@&9X@%(['E1hn_+@wo~AcŠ?a8@K=]iF?q@@)ʆi@(5-@'kՁŋ@&9P@%)E1`'#@w}\yAc?a9t@K]NF?r@@)J@(x]@'k4#;@&:/c@%)")E1W@wY*ɆAcZ?a;#@K?F?t,8@@)O;@(K@'kִ@&;61@%*vnE1OA!@wA/,Acy=I?aAci,}?a?GgS@LNwF?x'@@)}!s@(@'k؜@&=JA;@%,2E12(@wJ!2Aca4~?a@ +l@LqrF?y @@) T@(Z@'k[@&>[@%-E1'xx@wnt|lAcW8(?aB]}@L F?{E@@)wv@@("w@'k#$ o@&>ͼ'@%.E19@wJAcMb ?aDu-@L KF?} !@@){܁@(s7 @'k.7@&? c@%/kf|E1@wAcB;p"?aF~'@L +F?~,@@)Νp@(:)@'k%r@&@v@%0E1E@wzAc5?aH~@L F?&@@)Dʐ@( @'k\@&B @%21`oE0^5@wDAc(mK?aK2-@LX9: +F?hV@@)4b@( @'kOT@&CG L@%3E0^<̍@w*_EMAcr?aM-@LͫF?m"@@)yR@(" ܴ@'kf62s@&D4$@%5)A3E0B?u@wS،Acm ?aQl3@L\F?{ @@)ѯ@(#3&IK@'k4@&F>G@%6pE0Dž@wAb"̥?aT'@L"e+ʰF?@@)_\@($7@'k,eY@&H"r@%9E0[a@w(Ab٦{?aY^N@L(F?˙i@@)!s@(&Y@'km@&JrnP@%;;E0l5d@w$]Ab;?a_b@&x 3@%gz".Eۯ@3AlQgJA?[@E F?I@@(q @(>n@'1l;@&lM@%[>EEKs@A*F?Дe@zF?O{Ж@@("{@(?rf@'$ r9@&_{~'@%OZEw .@36A? !?i{.`@kF?UV@@(s.@(x( @'o^@&Sq)S+@%D'C_Ew@V5rA54Afr?(@@^z]F?[^2[@@(SO@(r"n_@' (uQ@&Go@%9?E<@ŧDAvl +?@RF?b/wY@@(l]l@(xل@&lX@&;6@%-Ҏ7Eޭǰk@Y?@JA>?Q2v@F?h/B@@(y@(lſԔ@&leat@&0b@%"}xE:' T@!/AMŵ?d\T@:ѠF?mB@@(쾆@(cπ@&Z"@&&C9&@%?E@3PgAZDH?F@䯁F?s䷫'@@(|p@(Y _@& n}@&uM}O@%r=E-&p@3T̻At?j@岙ZF?y.d@@(uYy@(RE&@&׸꩟@&E%@%-uEhDP@e&A +-sU?LЏ@̷;rF?~i,@@(t5~@(NJ@&-p$@& h@$sԅEख़ii@+ B-BА?åN@q—dF? 9@@(tM[f@(LHj@&_@&}@$!EpU@ݸBN&{?9@c<`F?B[iG@@(vh-@(LG%@&u2 @&o@$d|E?Υ@v0zB|ZLVYF?A37@@(s&W@(F}@&[-f]@%r@$m\EI&M@d1B\?ٓ N@5 NF?ډ@@(t[ӈ@(FF/K@&j|S|@%:Y@$wEf4p@Y>WLJByb?3fT@(F?Wb؝~@@(ub @(Efٸ@&|V@%H@$4`Eᑹx@IQBq?/U@vF?ć @@(w* Ő@(E@&Ri@%.ڷ@$n`%uEt.d@E+}B$r?GA@ F?y@%ZC%}@$ciEB@rBd17?'_K@ɏF?l@@(uR@(78m@&p@%Ͱ>C@$1Eai@. Bbe?x@xr9XF?!E@@(tb@(4 #p@&DZƵA@%jU@$E"0g@ؘ* B ~?@eQ@aa?F? D@@(so[@(0C&>K@&s@%0S@$X#gE @̰ B!_?@J +PWF?Jݛ(H@@(qIj@(,]U.ʖ@&X+@%P[:@$]EcGk@GKȸBbXcf? Ի@2˳F?k @@(og/@((Q  @&G@%y@$ + E侉 @fp!B H?)7@R8DF?\@@(mXjYw@($hQ@&iCE@%i Z@$ [IEmyU@ Bm?@j@*F?J@@(k?@(gi@&xwV@%Ͻf@$v|4Ez. @ĩB%U1?RB!@eR_ƖF?@@(i_@(_cf@&rLV@%a?@$mWgE)b@"P>VBeq?`@(2.F?zk@@(f=8@(W/@&k)"@%e@$d,6ݝE;2~PmB@GBH,?l{@2; F?@@(d*@(#mǑ@&e47@%m@$[Y1E来M@vBqXJ?v @@tF?ǦB@@(bQ߭%@(n%$@&^D, @%y>@$R= :E1@}1>B(D(•?}?@-amF?[@@(^Co{@(C;"u@&Vo @%z7Y@$H9~\EfN@tBhڶ*?ㄝ @z F?h@@([?9@(!bn@&M/7@%qz@$>H|$2GEq>@k&SBP[~1?1c@j.F?;@@(WJ@'9-#@&Dý@%g>@$3..ƻER@b㈼օB&7?㐃B]@R F?7.@@(S1@'y@&;,؈շ@%]K̼@$'˛׆Eun@Y沆BL R?㕷Y @9F?&6@@(OzD@'y>@&1c@%R>L0@$nEc/&S*@P6#B?㚫bN@U)cMF?1'@@(K + k@'o@&&pɳ@%F@@$~Ej@F5BqQu ?y2@@#F??@@(Fral@'aÍ@&ێ@%:Et@$>Eh_@=fkBS4K?5EI@%^ F?W@@(AJ@'?㭔 ++@8F?AIJ@@(8' @'ûS@%X@%0m@#9pE{V@!TCbBmF?F@~`F?ZG@@(4A@'=^5@%}H=@% +n@#̫Um%E)b@^PNBk5S?@{F?H@@(-t@'^(@%㰦jX@$[4@#h,=E_G@nyB 3#? h?[%%@`, F?0l@@('a@'oZ@%Guj@$+KJ)@#MEƮ;@a rB A'?8@DdcF?(@@(!:xq@':p@%6 o@$s@#}ێEQ5@YyoB 'O??fH@(1?F?Պ8@@(;=h@'.RW@%tKh%@$i@#sB^E g @?B +hU?)C@ ؎F? @@(I?@'x؜@% @$͌yJ@#$ZlEi^yL @!ۤSB +΀?YC?pHAF?g@@(h@'8@%%;3@$T1@#}Uc%uE>@gB R ?K,?R84F? 9o@@( WZ2@'}6+@%J߿@$ɧh@#t(/EE~2X@W'?SOHF?,V@@(2[@''P@%O+@$z@#̹ Ev,3@ɦB +6J?b@#F?6@@([_@'W@%ب@$үG@#JE@@邾B ņ|?v@5l~F?A*@@(m:R-@'2y@%P/@$޻@##u8KES& 8@ p5B o9?/^ +/@O`F?RU5բ@@("Lwh@'?%@%Љ_@$6@#REة_@3jlB ?Qջ^@f彅jF?kԣ@@('E̛@'a@% M{i @$RY @#^yE=tCo@BԲ?:X@z{/F?[Ѽ8@@(+a0u@'FM@%؇@$6wM@#})gqE>3@>8XB4jQH/?D@ F?@@(.h\@'f,@%{2)@%`7@#[*inE J!@=BC?? +1I@=fF?ƌ@@(/:%@'nP@%h @%<5@#͂K;EQ@ H)pB$?. @w[}F?\~C@@(-} Zs@'1"7@%M @%q̗@#­h7%EJWR@1C=B۽? ՞C@x> F?H3@@(*?@'.5<@%)8\@$v@#\gE}^+$@ +;B $6b?'ʕ@i N5F?$@@('n@'7 =p@%x\%@$W{%@#ؕ&E*40P@ ֳ!B Z3كP?!<7@UF?<.@@(#W,@'΅@%$׃q@$'@#zݣE]'@QP*OB F4ۮ?Di@<;pF?b-@@( lX@'C€l@%3ԋ@$ r@#_lEU-@- bB +L+{?O@ R-F?Z,@@( 4A@'9)$@%6!8@$[u@#aJۊOE&@rzSB +עeG?1l@ŶF?TKK@@(V@'נ'3@%@$ +@#0]4PE4=@ B +>?M?iF? 1@@(,2@'ou&@%k`}@$@#x/E񎸉o@ߨ%B `N?N?^{3F?衻@@( ueK@'x?q@%ch@$ mg@#kYWE[~DU@ր4HB ;gT?wv9?bH= F?%J@@(rޑd3@'oǍC@%@0@$t@#^bZᔒEaǗb@͑R1TB B '?X?)ˈ5F?O?Y@@( fڻl@'f +@% rH@$u@#Q7N(E9_D(@ď#6JB Y?) D?=~8NF?J^@@'ˬ_@'^c0*@%zJz@$@#CEvhJ@p0B ,Ņ?7?݄4?y +/.F?uMn@@',.&^@'Ubܿ>#@%o3@$Q?@#6.,{E"_E@fjїB $nd??SF?Qm@@'޹a@'L@%dz;@$u,m@#([E_@DqBh?Z ?FwjXF?Y@H@@'Wˍ@'BM@%X|c@$h`v@#5tVE4P@ |x9GB䵁J0?ZX? `F??@@' w@'9)g@%L=CϹ@# \%0EG@/SBo?bJ?{"RF?*@@'❟@'/ㄮo@%AtH@$Oع@#%m9Ea@GB7]b?헴?4F?ϝz@@'׌.@'&+@%5gZ@$Cg;@"E. ߝ@hBB+@"eOE/OZ@})ƨBQ?bz?)H)6F?Tޜ@@'7@'a/wj@%W,@$*@"זvBE@uE_+Bg R?<Njc?sF,F?lձ'@@'ϗ@' WR@%S/@$;G@"b{EOႥ@lO BzV?`K;2?_GF?%p@@'WC@'aIq@%^b@$iV@"*1EF?@c(%B?陵?~GdF?| R@@'u@&~l@$ +J@$,]@"ՓuE~TU@[ |xBfeݚ?߯&?E+QF?9@@'d@&M@$~,n@#@")E0{@R9QviB_?Bqr? oF?l@@'=q@&^EJz@$.@#큈r@"WGEk@IqSB֓z?ii?Ҁ-kaUF?ȓ@@'?;^@&9y@$ڴeoך@#֝@"j +[EcG-@A'VBCg`?wܢ?Q/F?〲Y@@'u &@&) O@$@:ݢ@#Կ"0e@"xfE _@8Z;j*BWwd?J?`fF?ᾫ @@'b@&N-3@$4a<@#r$=_@"kR9EG2@/eBB\"?G?&}qdF?[@@'Ъ@&Å_n@$*MG@#&q@"]6 +eEm7A:@'Me eB*-^?z8?YF?@@@')~,@&O@$RX!@#0*@"PL݌.sE%%'@ XBzp;X'@#6翙a@!7NosFӑ<5@ʀ WbB???:?x/NF?~%!k@@'W@&])@$3L@#*@@!p|F%@'X]B?bgø?Yl??ƿbjF?I&y@@'}~;a@&UDU@$(ܣW@#@!ZFj:nM@QBjQ'?sJv"?:J(F?a@@'zO6P@&M*@$*T@#8%@!owF@@pO2+Bʌ?kя?D`F?@@'x @&Ev!@$J@#wEah@!+^F05o@/.BdKZs)V?N+?XIF?謋@@'vEV@&>#Q`@@$ڳ@"=]F T@!lF#*D@AzBFb'B?]A?ZVztF?a @@'tТ4@&7@#@"k^F@!|[1F/@h%΄B/)}?&0?!F?TD@@'tOdDl@&0E@# @"s@!p-dF4o@1Q`BϹa?PI?͸P0F?Az@@'rfqn*@&(1T(@#nZ@"8.I@!co@,F= D@]BC?\?p>F?㥠g@@'oZ=@&! j@#t |@"ϖ@]9@!VϷ&/4FR mY@aEBmP{~??NJj?vxF?? U@@'lsf@&iQ;M@#k@"czp@!JAWrpFs~a"w@w"bB=`?0Q?=ڙF?=<@@'jpN9@&W@#F+@"/_@!='eFzX}@n#BH]HS?F}%:F?ZhF?ٱ@@'g[3@& +NTں@#;s@"@!14F 2@fAhBO8?\1\?2YzF?pxK@@'eI@&ӄ@#Ic@".U@!$[gCF =m%'@^F(ެ%B+}?qY?Y5"~F?[ |@@'dC-@%zƖ@#v#*@"@!_RF +]٬@Uނ[BӤLH?4gW?Zn{(F?D@@'cn@%8a@#_xE@"8T@! ޥF WW@MDsBЋ#?T?!F?,w@@'b!;H@%#J@#0X@"gkF?@@'`84@%@#u:T.N@"WG@ uUF;T@# + +B8{w\?+wM?#1F?G@@'^>C2^@%̍]|װ@#k]B@"Lz@ ™;FEtQ@L+B 7R? mY?̫{ >F?n1L@@'\Br&@%@#ay@"Aɵl@ ;oS\F-j̝@UB CSׯv>?&tXH?GF?eԤP@@'ZaFh@%͋@#W1@"63M(@ &FZFkrI@ m}|B ?,@#@!% +@ T2OjF~i@ϛ]XB"J{*#?eh?:>F?Wb@@'Tr@% aĥ@# m@!r@ Hj!FWl9@ *B"оl?L€?vhF?5(#@@'S)i|@%:Ȇ@#P̦@!XF@ ;ڎ\F}+Yv@a&B# f?̏?R H>YF?\"@@'SẒ%x@%y8u@"@!3?@ /;Fb+z@hˬB#q?hp?F?<@@'TI^J@%s_C4@"VkA@!ɈB@ #DgcF^`@(B#āߘ?*?&F?׾-j@@'Ur@%mɿB@"y@D@!)N@  F5 @%xfB$ׂo?:9J ?B,F?ξ%@@'W+a@%h?E;@"ܻ*@! 4@ BIF5II@?B$XM?ξT]?@ˈ:F?e`@@@'\ ܥ@%_i@"XJt@!Ȋ7@F@D>DUB%=~V?'v@%W:#@"Ld~@!k@RjFEYj@vY$/B%O&?Ī?ᄨvnF? @@'n_@%Q0@",@!yo@FW_uFAUk @fF&B&߸?3? [WF?km@@'z H@%KF@"fw@!h793@q{ ɇFx#@U ?B'DjT? G,?0"F?fZ@@'{@%Abn@"V1n@!U]&@FgE']Ff@EB'u.z?bU?Wq+F?vaf@@'~hQ)@%8}=Q@" +0@!D` @h>F@5A:]B(JSW?-b?}Q.F?K\X@@'@%0F:<=@"xjq@!2 B@ lFSz@&*B)l'e?<-0?iF?~@@'tp@%)gq@"l)(~r@!#+Z@j>%F b5_M@ًB*6dCnŻ?Kp? +ߵF?'$@@'CDT@%"p@"^_~ʛ@!@W F!"4m@HDB+L?Xaa? +F?FGJ @@'C@%swTB@"RhMb@!r|R@z$BkέF!p!@?2B+Ȼ-?i R:??#[kF?TZ@@'}ϗ@%;@"Et$Sc@ IQ@TwNiF"H.5{@U$B,>c?wdR?vs`F?%D:@@'ï@%_'p@"> (%@ 鸈@>WpuF"ꥹo@+TB,<@}B?^? p$(F?5$@@'c4C@% l`@"3 @ ܹi@F#cD]@jB-e5p[?if?;E?F?. @@' s@%WH@",oo(@ ȉ@UF$+o@9h@C'SB.5Tk?7? >̝F?v5@@'z@%H@"!fb˺@ šMP`E@I8&F#wۼ@9DB-W(??sr?cbF?MR@@'@|@%@"(R@ .@wMq?%VF?)E@@'y^@%nG@""Nl@ @syF$T@;pB.*@G?,?xF?ľrm@@' 6@${$]@"'4@ t3+@˶F%)l.A@kȬB/9ЋsL?V&?l"F?`'Z@@' +n*@$& @" +.!_@ (@14պ8F%ˣ@Wn2B/ʸz ?ukn?{9kCF?~;@@'?wA@$ @@"&}@ cj@_.F&/5u@F<地B0"PE??cF? a|>@@'.V@$V@" 0@  %@'F&F +ƙ@B^RPB0/UO?4?vF?5!@@'y @$6Ի@"v@ /*kk@RX XF&\~@=s5uB0;<3?bL>w?dD dF?kgm*@@'qd@$OL/@"хB@ ~x@J+F&t @8!B0O-~N?̌?B4uF?v#ى@@'s|@$4H@"s@@ Gã@RVF&s@3/}B0\hr?qL?㫺vF?!]R@@'1Z@$( @"V@ Z@W@F& @*=0B0y?~?x`ƵF?x=i@@'Qsj@$ʑT@"ڕք@ k9@x65f`TF&Jqړ@<YB07;?񮮈?=MF?3J)@@'י~k@$M¹@" +Oˢb@ z=a@*\4TF%4^@Ox[LAB//L?c?dY.iF?^Uu@@'o6^@$,3@"{@ @h u!F%E8cu@aZB/cqU=?.?Ѐ?E%F?\3@@'nj q@$Α@"0@@ GA@)ӁF$2Z@u3B.re ?\(f?M~\XF?[@@'5f~@%y:@"@ "qN-@i iF$9kFC@'ߜB.Mؐ?.?ʩF?Zu蚔@@'B@%hM@""KIb@ 0@$;F#ȴ@2'wB-M-Ô??F6_F?Y(`@@'.+@%k@")idV@ >@F#n'@]@ eIb@sx%.F#]%ɞ@7pu^uB-eeU~?R?kF?YE@@'k^@% Bm@"-"@ wnd@ /F#Hq_0w@bvPJB-Oq +܈??淑|F?Xx@@'f@% {@"/byn@ x˥+@ a F#30,S @ӊ>YB-;T&({??3WF?XW@@'ă@% +$@"0~_@ 4(@EF#p@B-%ꂾi?xF?ePF?Xz,@@'q@% U@"1Ex@ ˋ5@ F#p<_@R4QB-|d?L?<gF?X3 +2@@'1e@% E@"-H!yw@ @LDpF$X"@B.loF?W?Cb +F?X @@'wI@%ti@" @ ÐX@`F%Kfuk@b>BB/dR?5?grF?WeP@@',@$Ul_@"vl4q@ NK9\@nF&INE!@@=EB02]+?f?;hF?WqI@@'^N@$eJ +@" 84F@ `8@_2@F'R,@ZRB0T#??ElF?WbHx@@'yU@$ha7@!Sdk@ W @cSAF(h9m@aB1?PN?j?1 7ʢF?W@@'o-T@$ +x@!+)Uh@ 9@:GOF)[yc@7B1|S?z?Q$IisF?V|@@'Ŏ@$w@!䣒Z2@ txK@"F*)@\@(B2^;?r?q DF?V0N@@(I*@$x=ZO@!X@ ePf@_tF+,3'-@|h=B29\? |?!,lF?UE@@(9W@$Kk@!й]@ X.ɇM/@şeF-B@o~B3.l@}M`IF0=@)zzRB46"? Z?HyO>F?R1?&@@(>ҡk@$v^>G@!\龛@ 2uW@Y$JvF0Y̅@CWB5s2? cb?EBF?P!VD@@(Nh@$re@!$~@ &1w@6 F19@B65)`? @?T nF?L͎4@@(a2T@$P@!@ 'Ia@F2Ty;@hB6웦9S?M?ԐŸF?FȒX@@(x@$kA(9@!0g@ PEg@F3}^@"B7?9?)BoF?&@@(bQ@$")*n@! +?@ N̅ @Լ/"F3i߈@% B8!4":?S?ѷ2;fF?sq@@( gk@$a!HV@![y@S;s@iF4N2v@oB8 ?g?Ћ=r?}{F?~@@(PH@$J K@!_@ʵ;@ڀWF4"LY<@\I B9܅?L?4J`lF?~YEZ@@(^ @$1 -@!F]@t2|@U˧?F5X [` @H)KB9]?]-?#QDF?~χMz@@(t>J@$w@! 4R@eQ.@NF5TAlk@4]ΰ>B9 9?[}?(Q"F?~G{@@(,h@$)@!-@Uw@nfeF6pޑ@ j5;rB:uVt?E9?-,P F?~h@@(tB_@$Nv@!,@lj@\8yF7~I@ =t +B:s%? -?1ZNF?~96@@(E9=@$J"o@!fַ@ @KhۏF7~̵@3B;l[?"KŚ?3YF?~ R@@(uIr@% c@!Q@vީ@:yF8-4pd@Zc!B;NN?%Fu?5[F?~?@@(0m@%ɼ@!@*é U@)]O"F8a1}@ۜs`:LB<p?+?€s F?~,>X<@@(A@%I +@!32l@`@#MF8zE遷"@nxB@%@!V@. y@!_F8V@?B @Es@6RUF8ju@buB<&+?Mm?DKHF?{ @@(M++@% N Q@!|@᱕s@#*F7{s$@XB;?Rc7?Ai?S|F?{tt.@@(6H@%@!\#-@!@5:(F7<'Uə@1_{B;(,?V_?>C8F?{T,@@(ei@%sֵ@!xA@xE@E'5gF6u}U@WpB:_ ?Z.?8ӢF?{4 7@@(Z?Fԝ@$)Ǔ@!@W>@W7twF6un@)!p:B:,-<5N?`Z?\LF?{M/@@("@$ ǒ@!Hz +h@>@jޏF5:HuŞ@G5 +B9wdn?e`;?fF?zO"@@(Ӫ1@$Sv@!cL@d@1owF4On@jiB81?k>?q`fHF?z}"@@(n˺\@$I<;@!ħ@/a@WF3lRIK\@YB7s ?q?7$F?z? @@(Xo@$;Ю@!KF.@ 0k@ȶJvF2-@FڛtB7K?x ?Ө}>0F?zwp@@(od@$.@!l@ 2@hwF2I(t@ZiyB6'ei?~:?ԛ/nF?z+@@(y@$V@!w@ ;9,)@<7cwF1mx@ҩ !PB6!1?u^?ՍXF?z@@(l@$@!'@ gB?@\F1ߢݷ@[kB6Hq{?񯒵?>F?z{)@@(d1e@$G.@!LH@ T貪@SF1:pϧr@4B5"A1t??w[F;{F?zs ނ@@([%@@$/u@!u6@ Jl@"{cF0Je?@ =3B5d_w?7'?dg+ۨF?zJ(@@(LE@$@!?/Oe@ (RvJ8@>8MAF0"ӌa>@ ]B5]5t/?е`?t!hF?z*|@@(L$b@$@!at_@ )T>@?ne%F0 Qs@ k@2B5m)? 0_?Jyu"F?z:@@(MZT/@$]@!K @ (XuP@.MbF?yp3@@(_'R@$߫@!y @ %L@-BlEF1 *@aGhB5#,>?o*?F?yGz>l^@@(dj2@$Vy@!-e!@ %>m@+ILF1)"@gB5{ty?IEm? .:F?y o+@@(hZ(@$iN@!J@ %6B@)X F1o]@X*[.B5R6f?D?3P|F?x(~ @@(h9q9@$p @!di@ ''@.}F0:4@myPB5c>˻?X6?cebF?w~YQ@@(Y~v@$@!;@ /-@GRF0<@aԗB4?鿠z?ِlߘF?wDL\@@(N@$k@!f:@ 7H@^ȍ+F/;V@,T^KB4Rb?a.?ڎb&lF?w@ @@(D@$ r5@!"T@ =U@qɎF.v3H@@\~8B44#9?ڈ|?ۊ F?v+@@(<؍t@$$?@!f~˃@ D9@a(+F-甼zF@VX֟ԑB3Ϧ\K?f7?܊!)XF?v{ +@@(4bB@$ B=@!@!5@ Jpce@~F,x@kMB3~],/?{?݇WDF?v'v5d@@(-o:p@$G,- @!δ9n @ QA7 @"=\F,EyV@oPB3'[E?폦?ނ޽#stF?uv3 E@@(&]0@$! ;@!I.6@ XB/w@ YF,l)&Ŝ@kAB3 ?'j?+F?tK@@(!%C@$썋@!qmY@ YC]C@vF+/@iB3'Ql?X/?|!>F?t=@@(WO2$@$@Q@!ӷ@ Z6 @83,oF+PR @mB2-^o?+?7)F?s$@@(@$Nc@!Ӌxc@ ZM@X,F+z@tzB2{7=?~.?C`F?s:@@(VI@$'{@!B@ [d,@;~6=.F+p$7@~EB2Մ8 81?oI?nĕoF?r_섛@@(ƨ@$\$@!Q@ \S@oF+ ;@jiB2Ǻ?3p?ߖF?q{">@@(/ir@$W@!6 @ ]_¿»@k7-F+e51@덐[B2v2?up?O(F?p<'l@@(ܑ@$NX@!׎Gj@ a:7`@Ig[F*{v|]}@!N5B2CdF`?C8?F?oA@@(A4@$@!EҴz@ i[㮾@h3 F)嶕zf@@dB1ږ?? +?boF?ola,@@'PSRr@$!_@!OLN@ p:M@iF)H7@o"4B1?Tn?uF?nNه@@'J=@$k$q@!>(@ x +|@/H F(<%@"{B1d]Z?g?pdF?nU-@@'>R@$z%@!5@ {8@0+F(f@1pCB1:?ę+F?c}wZF?mbA@@'Q;I7@$`@!`V]@ *@F<\ׄF'@B0.N?(/R?xF?lhEO@@'Bq@$Ųs/@!c}@ JN@\gGO_F&~bd@0zB0giۈ`?a M?+F?jU4@@'ڃu@$ҵ\@"PW@ /`@}*pF%H>@S;)B/ˠlP?sd?i~FF?jA@@'5S^@$| Ժ@"g@ [lD@_ F$A@s{?B2`?nq1?}PTF?_"@@(߰s@$W/@!hr@ a)m7@ڠ#F+R4 @}FUB2@??F?^%@@(r-@$W@!F@ b6g@FF+- +{@)!B2K?H9?d5 F?^Z@@(N"@$E2s@!Z@ aQ+@ݫ7F+;A@/UB218?L{ ?F?^gɟ@@(Q@$R6@!UL@ b}c@kF*LK@Ή8B2~+PZ? ?.z % F?^q엚@@( @$@wqB2?ڙQ? ?ERF?^638@@( mc@$?/{ `F?^)@@("I@$t@!N}@ _=@ҡgF, K@h7'B3~r[?M?n.W F?^Ϩ lt@@(0>^@$Ou@!Рq@ R8M@xZ̊F.HSJ}j@E$ƮB4y'n?g?۬sD՝F?^o@@(;*@$}8U@!ǜG'D@ ErC9@nvUsF/u8&:'@(o΂BB4?×?1:PF?^fJ[@@(Fq{Q@$: '@!B@ ;AK@lN>p"F0< +a@uB5Q_?ł8?2ӾmF?^;@@(Pa2Pq@$a}?,@! @ 2=hR@S~AF0eCyg@coB5R?&?VF?^@@(Y)@$U|@!lG4 @ +?-9@>x-F1{`_@鴟dB5,(r?ɮ?QF?]?\@@(c]x@$Bqmk@!R@ $K@*1i_F1&ef@ֺ\B6Lk?:z?4XO*F?]ߍ@@(nb@$&U@!!Wlu@ @tnF2"@",hxB6?̴?ÎoF?]zI@@(z9mM@$ʬ+E@!b@ k@*NeMF2vL@ B7)HA?/48?'hF?] Į8@@(w;k@$󜜆S@!|'@ 1@r F2'j7@RqB7au?Ϸ?^+[?篦N?F[F?\3@@(="@$g@!w4@Ůb@uǪWF5R}@5¦Hz B9d4w?:?whlF?[n8)@@(nT?@$85 @!^@ڌG@x|1F536P@/OB:{#?tբ?2?F?[zF@@(VV@$m@!8!@րg@r"F5QG@,S@B:??xBQ F?[*w@@(vA@$;P@!X&@rL@oU,pF6 @),7B:';*?f?&?Uh`FF?[n/Ԅ@@(l8vK@$@! $@ӆ3 8@ln;F6]֕@%B:;? ?.:GF?[I⁞@@(|Y@$w)@!-@ip@iϸF64@!CLaB:O??}zaoF?['@@(͇H?@$~-'@!t@o2@gzX:LB:w> ?38?=HfF?ZDy@@(꙯"[@$} @!op0@ϒ@b*6%F6wF@UTB:1?C?Ȁ\F?Z+@@(ՂC`@$g+Be@!@Ά_@_xF6%@ x:B:WD?Z"p?IZJF?ZmڧH@@(Z@%;}$@!V*K@ʎAy@U\F7ۇv@z.B;-R0?v;~?--F?Z'Q +z@@(0%@%Z,7@!B@&n9@LIF75;͂Z@-B;4zZ??32OF?Yhr@@(x2$g=@%:@!%GjA@Ǵ{e@J/5F7JXɟ@OۭfB;JG?⩆,?g>7F?Yzfb@@(OE@% %&eY@!ao@Ȍ'@IqkBF7k@iB;$֟ +?W?@TF?W@@(OP@% +ƫa@![@̩@O?F6:MW@.B:K?5?ɇF +*F?W( +@@(־k|@%7 @!@\@o"_2F5z@<:2~gB9x(,7[?T?*F?V@@(y;@$5ͫ^@!g?,@/^@}0vF4/qnjF3MJ@~LPB7^?w +=?zF?U̢}@@(CBK4@$/'I@!\x@ +@j]2!F2p8\@WsB79ā?1?ӧbnŜF?Uy@@(懾@$) =@!T[6@ ·o@̛.%F1_Nc@idB6c?/ P?XJF?UB8@@( W,@$jY@!LߑX@ qq@QP}F1w B@TB6@ʥ??OF?Ue@@(rZO2@$>y@!u@ !}Y@,PF1 b@錚zB5^?@?F F?T/f@@(elxe@$/N@!9V@ '%|Y@/m'3F0XO@qU>B5xeo.R?3=?욐nF?T<@@(YzYL@$6K|@!#@ ,@Ax'F0f8#&@ +9 ^ B5BzD?劮 ?؏x͢F?TsH@@(R2@$<@!ǎO@ /r>@K`F0^wN@ )TB5< c +??ؠapLF?STm@@(R#Fcc@$붜]@!*J@ 02 @LL F/A-@ B4ܮ ?Q7 ?ٛF?RkΘ@@(I#!L@$6鵩@!K@ 6w@`B3F/#I@4PfWB4~?w?ژ)GF?R}6kR@@(@v@$‎[@! 4ڄ@ =$os@scF.j%~@H%5LB4&V?礕?ۇF?Q@]@@(8כ'1@$@@!A @ CPHCAP@F.uKR@RAB3!%j??ԢF?QM \~@@(5ZD{@$W*&@!ƫ9͗@ F?o@]F-2@ZM<[B3Zlp??e.rF?PD@@(2Ob@$K@!Ȩ/@ I8B@!F-y@bB3'*%?0?ܾfdUF?O~“;@@(/TFN@$Rg@!@ KSx@pQF-bg{@f>ʫB3 +g?9F?? F?Nލ@@(.^n@$j\@!ʭ,@ L1D@F-D;@7'@i!OB3F?a? AD6\F?Mv@@(-{(@$ I}@!˒^)@ M=.@5F-%T3B@kB3??0k?2?"F?K"hQ@@(- `z@$ ʁ%@!̜&]@ OT@!F,Z`@xg\B3QKe%?`?֮e~DF?Hs@@()@$x@!2Qڐ@ Tձ@kvF,!\@SB3. ?z?ގTYF?G^!j,@@(!@$2*,L@!`@ Y.+s@C6NF+QM @@oZB2{i!?l9?h4lF?FUaH@@(X:\@$)P*:@!ּ)j@ ^un7@#lF*S'Ħ@JfB2xl?$U0Q?(XF?E@@(t&@$f@@!VvD@ e9w@T~F*?*@M)B2+ĺ?+0?!uF?D@@(><@$q5@!r@ m5e4@GF)Y h@FB1]JBa?\.?T WSF?Cd@@'O@$ۤ(@@!"@ u_S@ z|F)w7@8B1ؓa?'4?P8F?A[虇@@'5@$C@!L@ }@'|F(gӨ'U@˨IB1HERo +%?2M?)F?>P&l@@'C@$Qf@!Xzo@ ]@=%F'fF^@.LB0? =?ɠʳF?:z @@' tx@$"I@!Ȇ;@ 5>jI@bbF&]*@+DB0ji4M?C[ؖ?iB%F?:_37@@']tm@$xzַ@"@ 5e@I F&CY@&"B0SZ?!?CZu&RF?9枑@@@'ႤeJ@$̻&F@" E@ P:g@xF&lv@!ZB09?jӦ?!U^F?9&@@':ZX@$XT@"@ 'Q<@r/)F'i?R@cEB0pLɸ?Wd?nEF?9h]@@'3_@$]uX6 @!Fy@ yŊ @b#uF'3g@N\ͭB1`U5?x?g˲MF?9(#j,@@' ,q@$ @!I7@ Na.c@OZF(y8"@bB1Nm[Ai@?2)?yIgF?8+ݗ@@'՜|0@$]u%R6@!*(3@ |(_@%!YF)!u@T-B1 Y?T?;E ZF?8&}j@@(g'X'@$WEj@!&'a@ t@@᭟}F*NJ$@8B228?o6?o^F?7K@@( %bq@$e@!e'b @ l#qB@ŶF*ु@B2:y?,?@XF?6 `@@(壇@$"6@!9;FG@ et`@搻+F+g@xB2:t?d}?3F,LF?5[=@@(%b8@$.ҝ@!H@ ^H_@ӒmuF,_;<@~a`OHB31 =?B?eF?4V@@((@?[Ut?7ZbF?@@(oh@$AF@!i!@ # q@"&vKF1Lt@޲KB6"#??7cF?B5ړA?R?ָN)F?_"@@(i6B@$m@!ػ @ (̓C@28b^F0FBV@< dB5cV??uF?_@@(h?7@$+<@!@ )p@5i )F0B@0 +CB5D?ܾ#?eF?~u@@(g=M?@$N@!ᛦ8@ +XW@8E`CF0J +I@tO"h5B5|?B?'v\-F?sev@@(gϖA@$s/@!2.SV@ - [@@! CE@ D~@FhrsF2&&@u[;B7N=+A?7?"Y>F? XR&@@(Xʔ2;@${ @!\!EX@ r0{@.;.sF3ZNE@#l ,B7/1 +?f?'o[?F? l΃@@(52@$OYn@!t4+@ 0j@tF3v%AI@v2,B8#PXyi?B?.kF? I-@@( XS@$L11@!wZ8@ }@pmF47Vn@cmB8VG?0?3 F? )G}@@(@$+o@!XkX@  +Bu@F4Y<@Px;B9Uy"?y?n +'F? @@(gvC@$\7@!8v`$@aٙ@F5&@=BB9t?ߣx?vWbF? l\e@@(B@%5a@!oWbO@P@?1LF5z^@(O=XF?q_@@( @%|Pm@!d)ڪ@Ώ7@O,( F7Gvt@10WB;MƗG?9V?Ĥ$a80LF?Ln @@(T~@%@!9 + +@A`@LbF7_a/@^wB;`}?"?U* LF?^@@(;-@%P@!`@Hf1N@I^- F7vPƦ@= B;t. '?l?ɪ#F?it@@(}{F-7@%a%g@!)Ƶ@iO;@GGS1F7a@[AF?seY@@)ǿ@%@!j@Q+@/ڮF8n=@V)yB<_ +?`?OkEF?9|=@@) K@%y}@!o*L@'O@-q5F89g@-%B8?k?ă2lIF?@g@@)x@%%/E@;WYA@9<@F4S@PǗkSB8+Z?=?bF?@@(@%UTe@!dP@ |kw@]vtF3ge@ewB8jчjV ?;j?t:*F?N@@(#@%#@!7C@ _Ce@Dc'uF3We-ٰ@y{{B7`{?/?o>>F?Id$@@(|+@%I@!1Ͱ#@ (@74ĐeF2^kW@U鰔B7[|?B_?E/F?+@@(y3@$4@!Uk@ *F@亚h F2+\B72?^ +?pDN%F?49@@(@$єAk@!gL<@ @@F2es@cukB7V2+?E$?F?U@@(B@@$@!03F@  ˭@mMF2 C@WQB7;#~?oF?s#k@@(Pސ0-@$>ܾ@!$Qv@ O@9t*F2O5O?@>vgB7?c?fN?ӢJx\F?_@@(_y@$z(ű@!N@ ]ׁ,@ ɓVF2;'@q=aB6 '?]$?c@!bt@ "_,1@̱F1@\J@&ĬB6MG?#Ξ?٥dgF?aU@@(wg*Oy@$ZE@!J4@ '`@*-F0ۉ e@}qB50?$ې?(Q F?[ @@(l w@$@X;@!@ -<5](@<dC]F0vFK@A+ B5bkZ?&Q %@lr{F*aӛaz0@mtiB2P4?/P?D.F?ja=@@(ДZ@$@! @ q;{@VF*@u$B2Pq?0c;#?[>@ +ڇF?߀&@@(&drB@$2@!A\J@ k\#@w\hAF+0j}@4dNB2ϐ2?0;S?m+GOF?]AG@@(//>@$-`^t@!,M@ d7@ڦ]ZF,@c<,@r.RqB36j?1d5,?}4F?|eb@@(8n׾ '@$b?k@!;@ ^c,K(@ 0EF,'I@^18B39Es?2y8s?܋nF?#*@@(>LiO@$'Kc@!֢5.@ WM@ OFF-Z +@Kټ5B3\I2?3DR?ۛF?bW@@(D^G@$?E ;@!s|-@ P٨oͯ@F.A@(B4ecQ?4)D?0F?eoȰ@@(QYJk@$e.}@!Uwy@ Dw3@~5`F04ygU@rŰB5*/?5q$?> wF?:n @@(a@$0@!@ 8 +s@\/KF0&@m/!B5٠?6cv?J'ilF?B@@(uY@$3׋@!KfIr@ .-.s@:o7HF1QԠ8@7ƯB6͟?9 + n?{LF?RS@@(@d@%'>(@!Gn@ $3`@ZaGF27@-B7J3P?<2?ҥpI?"F?ҙ{@@(WP@%l,@!0@!UD@ 4y@F3a^@mzB8_?DZ~@?ЌGF?h=\@@(RÀ@% +e@!Y?@ K@ٹBF3Nz @pxvB8%b'z?Dq?вe JF?hλBa,@@(2;O@% +.@!OH@  @5qF3;r@sB7R?D\,?ٯ=1F?hʰ4@@(G"@% ܚ@! !@ A@߬!pF3(,/eE@v'*ZB7 'm?D8 ?͈F?hba @@() @% ۨ}@!=L@ 8*@ȫtF?gjW@@(JfS@%7Q@!KY@ 7@CF3^@Y8orZB8Rh+?D^?F?fd@@(Yo@% V@!ZE%@ Jڭ@_/F4+@@@Q0B8/&?D?͈8HTYF?fȝX@@(6S\E@%O?@!B'@ t_B@|mF4l=(@-7 |B9Qq?D5 ?ˈBF?exư>@@(E^@%$@!x0@ E6@OF58&@k IB9đa?DӘ?ɒuZF?e Xg8@@(봴'K@%lIN@!/&@ kp@>jF5_j#@K|%B::1=?D?ǚDD/3tF?d[@@(yc@%@!@J @"HzF6P2i@5HJ B:Ż?DhY?Ţb'F?dsG=@@) lY.@% U!V@!OC@Qra%@w-vF6ᬗ[9@֙B;,/φ?Di?è!OF?cE3@@)7@%#)1@!G@պ@eF7uvLW@8sDB; ?E1?'F?cg@@)!濤@%%/@!C@㳣@Sn+jF7r@WB<ǣ?E :N ?Hj~F?`[@@)#.#@%'Y@!FoBk@j6@FmX~F7@t8B<>@(?E̱?0 F?_@@)#ź<@%' @!b@|rt@CcM1qF8t@9}B<(<?E ?Q3 `F?^X@@)%5^@%'>cl@!׳@j @@svbF8)><@&B<;_g?E%?C}F?^GCA@@)&v(O@%'Y@!l@<7;@=q*<GF8B]@B@:_F88B@R B<I=>2FF?:Hk@@(w)@% +@!@ ̖4@CbZ]F5X:@$'KB9?Lѭ?ȇzt$F?8rA@@(ɪI@%eq@!@ %@TF5D 7@5B9n.s?MBUz?UZF?5ЀT@@(椀@%9M@!7@ V@C4>F5/|/>@d:B99V>?Nlj?Ϧ]F?2㳥@@(wz@ 'AMe@LF1 +@wB6Z]d?[tl?#~aF?҂@@(H@%"sm@!ʍ9n@ 1[!!y@)]F0%@^eB6i7z?[=(,?(C@F?R@@(C[@%nt@!P@ ?)`z2F?7t@@(yF@%j@!PY @ OxY@IƛcF-щ)@#)BB4%PPջ?` ?ZmͣF?~(@@(k:0dR@%#U@!b2`@ [O*$@-GSF-r v@,2OU@ZeF.1 (@ z\B4@?c.)J?6t}F?MYό@@(v ݝ@%.g@!޺v@ U5$@F/-6A@c2nB51 +?d"?2MF?ϗ49@@(8N@%qz$@!+@ K3d@zBjSF0 z;.@DB5ǖ-5q?d?jIֻ/F?!;w"@@(/8/1@%}@!&E*@ A M@Y +K:F1e-Lƈ/@ȡqB6|@*7?f&Ї?Ӟ_F?R&@@(@ֆ9F3u_$L@13v}LJB8.?p!?(?pF?|2@@(.@%+^0}@!ŨAF@ -@FF4(2@dB9eł֯?uٹ?ɩ" F?C&@@)ݏ+o@%5eL!@!C%@ TE^@6F4`@5B9 U6??u9y?܄qOF??q.@@)~ܧ@%4b3@!`q@ P8@K k F44J4 h@rZ/B9&͞?u?v(F??G @@)п@%5-|@!ɶ @ Z}G@4jRF4!@S0VqB9#u?uh?CwF??@(Mh@@)$3["@%4D,@!ɝF@ +|@ԅAӚ&F4,c;@ *\xB9(jyY?uW? *KF??;k@@)l_3@%4zC@!Sk@ ;1[@KW,F37!@#SB82?u;~?]vP4JF??7@@)i@%3hu@!@ !i@٬ɆkF3#Y4@%]B8x?u?ʧ2FF??4:I@@)b @%3LB=H@!ʑƅ@ "e #r@ܬ "F3Cj@)Bm8B8ЫKm:?u ?%ǖF??0_/A@@(m@%2۞@!ʪÔm@ "/@/љwF3.nZ@+2~B8WS?uN-F?=F??+{@@(c:5W@%2P@!b,%@ $h2@E(OF3Hy@-W3"B8?uu?˄1ݢJF??&F(@@(†@%3\s@!~M?ȍ@ %`@}F3 @.JzB8| ?uG?`RF??@@(Eq@%3֤@!unRd@ &p&H-@F3Z9"0~@0AUB8Xլ?uKG?$$F1F???@@(+@%46@!θZԡ@ ( ˠ@zF3n @1UB8?=n?uri?UaF?? . @@(h@%5oƕ@!z+0@ )}<ְ@lLF3Y/{v@2>!xB8s?u@?̘MF?>=w@@(6%+@%6g6@!{}+x@ +Av@tF3/@PB8?uB6"?4a0!F?>Ϩ_@@) ߱@%:'9k@!{.@ %¤n@޲BD;F4Cm@6UqB9m?uRŭ?ƧF?>@@)$_D@%B@!RHQ@ $9W@}F5R@r{B:=je?uo?QxF?>G@@)9\D>@%Gz"@!jX@ r\[@?x F6Ŏ@ѺB;~ +?u?ǛF?>+n%@@)K5@%L9o@!O2Ec@  Dp@2V<*F7 +A~\@ +BKa/s ?v3?ԬeMF?8UU+w@@)ٿ@%h#(@!Ko\@I}G#@#KZWF:}`+@4L>-B>i?v ?F?5@@)$/@%pWe@!ʾq @ I_@)XF:IO@0RcQB>ʸsS?v?$F?3S @@)@%re2@! ƈ@ @LVF:W @,^yB>Q?vv?E~F?2 ځ@@)Sݟ@%t,B@!rԙ@ >oi@F:tM@)—B>$?vj?eF?0Y~@@)<@%v9q@!X[@ 3R{@_x0F:mS@&-XB>?v?|L1F?/G%@@)oM%@%w9@!͐[@ @@>F: @$MUB?>o?v%8?-SF?.fC*<@@)-}@%xSxy@!ͺR@ (A@qaeF;@%{- [@!غY@]"/K@7M?aF;~.QZ@B?㯙!B?v^Dm?X7bːF?(HOє@@)"=@%{ޑ@!U@@D^(F:0@B> R?w4g?/@}4]F7S*R@o#uB@!Q@ S3@9:iF1, C@p F?&κ@@) [@%^@")ݘ@ in+@&>IF0;$@fG!B6EeY?|?/F?#젆 @@)pG@%^40S@"?j@ iTA@䥨F0Un@QpJB6gm?+?E?f8 F? @@) d@%a(7TK@"!z@ d@t:F1e@1{t(B7L98?Bb?hJF?kعU@@)&D۩@%f̦@"$f@ ] +l@YvKF2=f{@B7Yt?K%?6*F?~@@);x'@%l +|r<@"Em*@ Wpm*@?EF30T@b^B8G?L? F?} +L@@)Z ,M@%x,^@"P@ R+!@##y}F3!@쯑B9V2?Ie?H"F?3N@@)qEn{@%B@"^I}X@ M^j:@hpF4f@>7B:i-P?P?:"FBF?z@@)źjl@%GU@"њ@ MAn@1u[F5Cr@gmĸB;h"j ?gx?zF?B@@)'e@%?p@";@ WzF@wN>F5-|O@i5B;F?M$Cf?yF?%P@@)43@%F@"q@ Xц@%qF5K|X2@drB;w^~i?T`?WF?E=aw@@)$Z4@%\%@"ؙбI@ X0@{1F58 +/@hp FB; c?U?ZDbF?8@@)I~@%NB}I@"L @ X*~̝U@F5%^a@kHB:B-a?V*?I{CAeF?0Ē@@)Njm@%)N@"Xr@ XV*'@WF55[h@o/ tB:F*܃?V?,F?*H@@)+< @% +@"n5@ XtEWѴ@֟ +F4T^@rx`B:ԖP?WQ:?~F?%U5@@)Q @%b@"2@ X|@uhF4F=@uޗGB:CP(O@ Zn@F4@7B:|1?ZCh$?_)pQF?1u@@)(P@%LՅ@"O\A@ [`o'@4F4LA@#CB:j堎?ZF?J&IF?s@@)X@% @"@ \Jx@n[@F4r;Q@quxB:ZŤ\s?[?wCF?2@x@@)uX@%/ e@"t@ ]9B@#xF4]~j@)9lB:J: +?\=?oF?]@@)TO@%4@"J@ ^?@ %F4!L @@ueB:?^5? *؅F?i@@)_F@%KW-@"صt-@ ]_t@͹F5N@RGt.1B;A*pg?_5(?>F?q@@)~rl@%{׀o@"L@ X^p@DRF6w@.vhBܛF?:G@E 9 B2??vݟNF?a@Y@@G@u#OT@0L)@-#!@r7F?ˈ?{@C8B1r?T?]@F?@Y@@|@7ד1@ Gy@~c5[@]oȿF?J ^@ u8B1$mSZ?~??<F?xRTT{@Y@@nC@JC@~M@q4G@yq@Y@@Ýw@<|@e@_F@:jWF?┥)@\]hB(fiY?&w?`2=9F? (@Y@@~@QXV_Y@X@o)*@(cF? @P@#urB'Bor?sB?t'F? GT@Y@@X@pI;@M-v@C#@CaF? uO@E}oB&%QY?B?`F? րh[@Y@@K#M@R 14@G|?k@)l @bCAF?s +@@Uxy,B%!F?_?ⷷ,F? ˚k@Y@@X,@n @@B1@PQ@Km[F?Q@@=RfB$:sj.??, `lF? b*@Y@@py@QC{@?tw=@X3O@\SF?î@Y7B#(q6?9Q?hGx +F? O#Q@Y@@@6@?\5@q<1@_#yF?7*@DB"@1k?V5B?[kF? >5;[ @Y@@u6֑@b@AZnq@,3 ('@]F?ɟ=@P4cB!dS?p;?wZ8F? /+@Y@@Ii@ #@EKm(@= @ +v]F?p@TZ,B rz?;F?pC"JF? !T@Y@@ @{,G~@K-@P|T@0> ٭F?~V,0@ }B??Ⱥq@jF? 4pO@Y@@l@<@TP0@d$@W =F?|Xq2@uzcBF?? औF? )@Y@@ˤ)@ކ=]@^n@{,0:W@ +1wF?y@t8 ҔB%#i7L?ȇ\?yAFYF? +P@Y@@;U@ H@kC"@1^gk@7 #F?ui1@2zBO? +?uYF? +|@Y@@v@N@zcC@ӷ@ҰُF?sTï@sTBQ?l2?gF? +`@Y@@ML,6@@,o@"@CF?pdr@^>c;Bo'? (?@gF? +݁Z2@Y@@qQn@/@K*@)8@*om'F?n-(@{BPQAS?!?mdS_F? +rz0@Y@@_Ic@W{@L@@X6F?l򺰗@-F6&BjCh?5?o8cF? +Z@Y@@O9s@$_@@@"@@/F?jWάZ@phBqN6?Id?fЈeF? +ZJ@Y@@BmmYT@@h9@C5@ݼF?h܇@^5Bn9?[?qO_F? +G@Y@@8@ּ O@8A@eݜg@OF?g[@woyBw24?lp?lg׈F? +D@Y@@0K@߻@~Я@q'@6XF?g @c`CBtjb?}c?:F? +sg@Y@@*0@ƀ-@/rH@LT$I@I,v0F?fLr@a1ff{Bˣl?ڵ?tOsF? +!Q:@Y@@'5@Sv@M.@e-@{G rFF?egꄗ@JgB׋"m?B? ^9F? +HG@Y@@'as n@v@lW@@}#F?dd>@VWkB ]=?𮘴?F? +Lk@Y@@)8kZ@@ |@$1՜A@ yF?d[X@k1FBa|e@?-?wZ.F? +1 +@Y@@-`+M@*[|@m7q@MNZ@OAxYF?cak@WvQUB $ߢ?ц?##m{@N+@x&l;@O=(F?c{@ZB 0?*\?+~+F? +~w@Y@@<@Tt7,@gn@Sn@F?cA+q@e_B +vY?w=?,?zǾnF? +w Mb@Y@@F e@lx_@KW@#Gm@H4T-F?bZA8@,(B 7@-&??&sd4F? +p@Y@@S&w@@s~@Dލ6a@HS@]zF?bO|Y@ǀ`qB,`? (?F? +h@Y@@aG@S|@mM#@-ͨJ@.!p>F?b^"f@pXBox˼?1v?}gdF? +a_@Y@@r =3@!|@!"b@]@gWF?aH@Ȫ41BP-f?H=?)j /F? +ZN[O@Y@@r> +@SO@7#@L@5F?a֢\@DS8xB;?`lS?G@ F? +Rs5@Y@@CC&u@6&9@i@<)@E`F?aKI^@6R؎B}i?yV?6|9F? +Kpn@Y@@u-eq@E8@p@gd@EBF?`@ʃqBc??,dWF? +DX-@Y@@ +6@>@GtYrK@%@Sin|F?`bpj@)?%B"c8?.?Xt,F? +@Y@@Sw?@g?ő@nF? @! h@!UF@![1F?I+=Z@gAg?J'?F@F? z9@Y@@Yn@!@Ov@!w +@!K6@"$d%F?G` +@צV$OA.]N?Bg@$2F? pܔy+@Y@@\S@!]]3?@!@!-@"=>'F?E7|@:AV?K@zOF? f&]e@Y@@Þf@!zy +@!XV*@"D1@"`fpF?C)@р}A*K? 4@IfF? \@Y@@@!\^r@"^Xi@"!.;0@"RF?BC@ljA~KŰ?|ѿ@%Ϻ`F? S @Y@@0]@!@"!u@"B!iZ@"o'F?A>@ rҲA˭?+U@{E3F? K'@Y@@gӿE@!ӉJ3@"A@@"d8q@"k}F??B*@ڮ0%KA4?w.@9|kF? B}>@Y@@ȝ@!^R)@"b7@"e{@"˯F?>8W}@Tޤ4#AhW?W@ 'IF? :">@Y@@IJ@"\KL@"_U@"`%=@#;ycF? F?:L'+@ܮA0y>?g1@ ӻɕ}F? (0@Y@@ &>-?@"NHe@"ت(\!@"7@#Zz ]F?8p@aݽԜAޫtPv?Y@ +) L5F? I@Y@@ CȺ@"mKGs@"P@#]AJp@#~/fEF?61MO@vA8)W2?[^@ +_{hF? @Y@@ ad|q@"A7@#ρ@#2SC@#j@JF?4w@Պ옪Aם7 ?mT@ +mF? (a@Y@@ jU@"b\"@#*Ӽ^v&@#T_"@#ƿlF?2hϑ@ߖ6'ww4Aڇl?C@ +klF? @Y@@ 鉱@"3#@#Lܾ3@#wҪY@#4F?01^4@-ʧAFH(r!?@Y@@ ; @#LA@#r%@#6)@$4mF?*M@rwEAo;?cb@ .hF?.9@Y@@ b8Z,@#.fI6@#-Y@#,k@$Y30:QAF?(*6V@d=A޾?.@ +F?ܩh@Y@@!=:k@#O֔75M@#ִZ+@$- @$~UtF?%d@7bQ`Af$?PW@ 7Ƌ;F?Mf@Y@@!9ut@#qn@#@$( B@$jBF?"A@@,Av? Z@ 0[8Y4F?Ɇ9@Y@@!Ya@#n%@$1@$LaAm@$y{F?)w+@Ⲙ9AZD? +@ }b0F?F @Y@@!y^#@#E +F@$? /P@$p7za@$E)F?p'@'mA!? V>U@ ܤt4F?N;@Y@@!@#GYi@$cZCle@$G\:C@%P\F?^.@x/SA({Ϭ?.@26]F?GT@Y@@!D [@#ܫ@$J8/A@$(@%7F?E@)AXN ? ث@F?&.@Y@@!a3:@$IzY@$)@$5T@%]NioGF?СN@OIA%hG?/X@6><$F? @Y@@!pX@$e&@:%Ap??7@GCH,FF?jF@@Y@@"ƺ@$xM@%xZl@%I2`@&?F>N@9KuAH ?!ٻ@rqF?asЯ@Y@@" +ig @% @% @%ޝ,2@&eFF>TJ8o@` /jA-,V?$^@s#)F?X@Y@@"~@%1N6&@%ƄK@&Ii@&豻F>j@*NAͼ?'vd@"F?P @Y@@# 3 c@%U@ց@%C%Z@&)< x@&% M3oF>䞎mR@4GA+9Hu?-@R5RF?@@Y@@#QFq@%j@&:t@&t `@& +^F>ٓX@؋.$ABsw?1@JF?7m@Y@@#u G@%m@&_/{@&Ig@'%vGF>hj'@Gl_Ad?4 @uǠF?..@Y@@#O'A@%m8@&D@&e@'KF> @,A6sP?8(@ 3אF?$@Y@@#¹ @& >gM.n@l9A$M?<@_zHF? +h@Y@@#mK@&-u@&pg@' !f@'ՙ.B8F>%@k(@AK#H?@ͫ,@n'F?|%@Y@@$ +@&R2gm@&c(}@'0$m@@'`wHF>Ί@I %A?E'@"TWF?D@Y@@$&1 +@&vy @'p;@'V D]@'%eF>CJr@SWrAG +?I@N :omF?" +@Y@@$Jt=@& c@'@Z@'|<@( X F>hf@$ +=AU&?NlI8@yHF?s(@Y@@$nfo@&j`@'e/I@'q@(3~F>҃r@GW`ӇA +ZR?SQY@ɏF?V@Y@@$Ӈ@&T7 +@'tm@'A!;@(Zh1F>G O@tADy]?X`@d~F?cG?@Y@@$`ȧ@' +_A4@'O@@'h%_@(L4YF>^/o@2(AtE?]R@ O F?ڍݞ@Y@@$`H@'/Β@'T; l@(eѕ+@(SځDF>OB@UAb-[b?c'@&F?X;@Y@@%k@'U^@'4S@(ҔdV$@6E. A]6?h@R\ :F?_@Y@@%%d1.@'z5_ @(#sO@(c>z@(tF>xܬ@].W/?Ad.d?n@}|M&F??n^@Y@@%J@'a‚@(JXC@( 8@)7F>j4N@/Avb?tf@[+or@E](A0?z@MF?8@Y@@%@'lp;w@(qk@(J@)m1+)F>HMC@(JA^"?߁%9@k; F?"Mw@Y@@%c @( za@('h\@( @) /F>0">5yU@8[xABj0?߇J@-,P F??I@Y@@% @(:@(K7@)' WJ@)&F>5z {@:^AH?ߎz@YF?<j@Y@@& c@(aF@)AR@)O@)5%F=:n@8KA>À?ߕ|@%CHgF?@Y@@&/ee@(|8@)6˴=@)xtl ]@*oY%F="A{@KAb?ߜ@1F?8kd@Y@@&W D@(Ϙ@)_W@)MˋE@*9iF=T.@ +@D\wu A3*?ߤ@33ôF?0r@Y@@&~5@(F<@)f;l@)ʥ;`@*b)F=|m:@j A!X}?߫{6@ |dF?.n@Y@@&+:@)QD?Z@)D!@):@*Cu[F=H͹@]v@A{ɱr?߳,@;(F?xQ9@Y@@&Ѐ@)+>oe@)|R@*`@*gTF= ] z@ گAJn;?߻n@j'dF?s@Y@@&&@)UƱY@*sEX@*I@*SD/tF<Ʊ@YA&3?ͨ@ѩR&F?miJ58@Y@@'$hJ@) +s@*1l/@*uH|@+K߮RF<|l5@4 'AF7J&@*A?2+?@YR,qF?Aû@Y@@)/ @+m9@,E'@,ڸ@-)tl/F6~ԔCA@{ǫ F?>#@Y@@)e3@+pD @,}K@,@-a&F5HcвALi_|A|9?Kٞ@22=DF?<~X@Y@@)y@+e q@,@,ڌN@-UnF4 IAyg@A}\t?Y2@kw]F?:"@Y@@)4n`8@,8p5@,'d+W@-6)u@-,F3E8¾AMfDA?hJ@!BnF?8@Y@@*a)@,spB@-+`c@-q@e@.͉1F2qVAAz٤^?x:.@@0F?7@Y@@*NawS@,YsA@-h/?g@-@.Mƕ1F15PAFZA}e0?ɂL@=ODF?6p.y@Y@@*^A@, 7@- G@-֫"@.G+F0GMAH;*.;A +%?fI@THEX),F?5x"@Y@@*!@-,~h@- @.+f@.MݹOF/ RAC5}A]k -+?Z@[AF?4@Y@@+vM%@-keoKi@.#c&'@.j)y@/ +% F,CAԼ#0A`⼛ ?=@ǬʕF?4ê?@Y@@+GQ@-rGVM@.c3@.<<ʾm@/J39lF*|4AhAUb4?@F?3!S@Y@@+?6@-,)m@.M@.5Z@/NF(oLAAՃ Ag,? @6w\F?3Dh@Y@@+WAn[C]A,yB?@)5M$F?26c@Y@@,&95@0q:gF.W!A!AxZ8/? @p#'F?2@Y@@-C؛@/İ@00'(>@0SD0_@0BFgKAq+rA~PL?ṻ@xyF?22@Y@@-pxJ@/ӡ]o@0Fg%M@0jCr@0/Q/FQєGAT.~]A}HY?ӵjP@ oF?2=@Y@@- c@/T2@0[x5@0@03"tFpvDA1rEzA|Zxn;?'@͑YEF?2R]@Y@@-9@0hq@0oT4@0du@0+{fx`FVA TmA{͸? i@geF?2+@Y@@-fP@0&(vC@0?@0+4I@06s *F6L'A?AAzMk/n?%v@hbpF?2 @Y@@.#d@08y/Ȍ@0DrQ@0fc +@1e9>F BшANuaߡAz 75d?C1@*iF?2NZ@Y@@.1erP\@0J @0bO:1@0ص5@1ݚF $WiqTA~Vf4Ayf:.?c{@/iF?2@Y@@.SF#@0Zmx@03 E@0کA@1*%Fc@(AYUAxk3?A!@DvF?2Ȟz@Y@@.s#@0k6}Ej|@0i4F(@0@1:7F@A( AxA~R?⧙.@XgqF?2#@Y@@.5)@0z9Gh@0E$@0sR0,@1J:?FxVuAg`FAwZF)?@k`.-F?24@Y@@.#@0+P֟N@07>X@1 =E@1YIDΜ7F3hA} +AwDR?rm@}z-sF?2@ @Y@@.?{@0)4@0-p@1>Rd@1gKF:"A!Avя5f? s,@0F?2;@Y@@.6Ѓ@0Way@19(@1&~y(@1vOzmF7ZA[ +jAveX?N҈@R!\F?2ٗ@Y@@/S @0\ª@1(NY@14b[@18E2AA&EBD"AAtKK@{?@ 5_F?3O1@Y@@/n +.@1N@1^ͪ=X@1Mڧ@1k9PE6@̘ŚAs?f6 @@F?3-P@Y@@/*@1l,@1j@17S@1ʲzEP6@b~6AseG?k@^zRF?3=@Y@@/dq<=@1Z~@1vw\P@1TKj@1蘩7EN@n$Asq[ ?@@ZF?3O@Y@@/dN@1'ǥJ@1[!7@1sB@1>nEY$i@$moAs. Ә?8̆@)-LF?3cf@Y@@0yg@13::@1WjC@1@1,TlEd}@( hoAr.?2I@56VF?3yʆ@Y@@0T@1?7?C@1ᮧ@1@2 (E\';@~Ar5.|?2Τ@@ɳtF?3I@Y@@0@1JyIx@1Y+@1d{@2yj}E|@[FtArp74f?y@LT$HF?3@Y@@0&V@1VXԾ2@1OV@1ShU@2!MXjEbp@_in_Ar34ptg?o'@WMF?36G@Y@@02O슷@1aJ^@103@1ޭyq@2-UtIE)g`@XEnAqo$?5@cCU֠F?3D@Y@@0>@1mzG݈@1ǩWΨ@1PA@28P SE᯺dV5@2 +wxAqJw?@ogF?4@Y@@0I@1y(j@18#̠@1@2C.Aq|&Q?7o@{ui|F?4PN@Y@@0UM@1>@1@23hD@2O:jJEl3L@t/yPAq?/N?H4@8?F?42W@Y@@0aS@1@1b@2 晇p2@2ZԞ Es@3TAq BV?t,@$yeVF?4`@Y@@0mc@1ȘI5@1w&@2e4@2fx E٣L@nFJApAg?vz@>QkF?5"Rfs@Y@@0y @1J~@2Im@2$fDь@2r]Eר@c ApiF6&? K<@i>F?5{s@Y@@0Z@1֜B@2:|@20%J*@2}^E׽kJ@ + ?ApRT"?@F?5:@Y@@0P@1: +@@2!B@2;N%@2eZME$+ @p*UAp49ߐ?Pa@o~F?6O4n@Y@@0귰U@1w@2%@2G@2Eҗg@[m[6AotF? C@к`^F?6k[@Y@@0z@1@+@21D'@@2SI +@2h)2E)<>@A} Ao\`.?Ȣ0@l4]F?7Q4@Y@@0U@1.E-@2<@2^& +@2ʵމEϰL@,*An ?Lw@3gF?7h@Y@@0]@19v@2HFs@2iQ@2 ?3EC @Z;>GAno?\B?cj@ROmF?8Lg@Y@@0@1Ȏu@2S @2uJ +X@2=k2Eݵ@mUAn.cA3?ݢ?@@31?F?9:i@Y@@0؟p:@2'j@2^̾;@2g@2]*CEj@c@%Amt ? 9Kh@ 4{F?9/D@Y@@0-@2pS@2j>ީP@2|v@2pEqK¿m@`NB`WAmr zo?E@}h"F?:5@Y@@086@2?ѷw@2uaFU<@22YT@2_68EN}^c_@uAYAmy"?L@2W4E1.EðTw@X?NAlmwT?|@) +DF?AL@2l/0@2~V@3ʝBiEO3]@zѓAl6?&L@>iN)F?>R7@Y@@1 fA@2IُkT@2TcmF@2jL6@3|)3cE@7-AkV'E?-KX@HF?@@Y@@1'یrd@2TBIE@2a@2М@3E@+ GΰAkvcfR?5CN n@R[E`ZF?Ak.t@Y@@12晲@2_fV@2 P@2׶-@3#пNE]Ho@5LVdAk)vA?=1Q@\JC|F?B:@Y@@1=@@2j}+#@2sow:@2Fu@3-mE'(J@%hAAje?El@egF?DQJt@Y@@1H\{V@2u8u@2%4@2켩db@38?@EΖ @!lDgAj?NCp@o~"F?E @Y@@1SⰊ@2Zr@2֕)46@2:u"I@3B]E 9@SY`AjOm-#|?X&ɋ@x.^zF?Gf@Y@@1^eF@2@2롡ڭ@3y^!@3Ll +Ey;@ 923Aj M2?b(28@\J+F?I`Q@Y@@1iUt@2*i@2E@Ahc0?>9T@ HF?X^@Y@@1b쀥@2J@31rX@3P}M@3DkE]g<@եy_Ah/l1?ƒ䯡@Ê+MF?[7@Y@@1@2 @3:͍F@3ZC@3#uE@񒅗Agˏ9??@/M-F?]}@Y@@1š\@2> @3D0g @3c+%@3Cbs|.E q@P-Agʌ?;?N8@'q [F?`–P@Y@@1φ]X@2qNW@3Mrq@3m +Ե@3i @MwAgjk?++y@8ÌF?mA@Y@@1ndU@b@3J@3r.@3 @30`E\x@ 4kAfWE??%`@DF?pߡ@Y@@1ൿ@3(;r@3{@3}@3RdEJ@&NYIAf|B%?S{Yd@ҊF?t=eo@Y@@2 B]h@320 +=@3/?#@3h*@3뗫EoTp@'`Af6@ ?g۪7I@5boF?w@Y@@2&̵@3;dYC@3]6@34]@3.;EYQO@&)AftGV6@IAe=2=?@%¯\qF? +Jʜ@Y@@2S/,@3zD[t>@3ʂ0*@3A@4.b[$Ekd +@_aK)Aeu?, +&V@*NF?A @Y@@2\_Ԥ@3=@3p@3Xn &@46v"9DE} @IAel \?IaH@/u *F?6tW@Y@@2e̐k0@3Նd@3o&@3ZL@4>~D]ET9!@갦AeOdfQ0F?g$s@4"PF?(@Y@@2nXX@3J@3ձ+@4%@4Fx<6EG@FoxAe3s,?P@8_F?.ڀ@Y@@2w[w@3?@3.E@4 ,@4NcQEVE@ݹC"bAex5K?ϻw/@=#~}#F?h)@Y@@2B@3P/@3z@44Lۛ@4VGE;@vgOAdB2W?ɬg@AwOF?@Y@@2e@3tx@3t]@4Ny@4^}@E~!NA@%EAd䲿@I4AdFۻ?7@MCM@UJF?&G[@Y@@29@3[g@4%@4AXX@4zEudyZ@(yAdni?;@YTzXF? @Y@@2)k@38u"@4-G@4IEYv@4P̔IEs轳Z+:@3BWvAdYRb?:@]5XF?k@Y@@2p@3]=$@45@4Q)Ws@4.^ +Erъl@nr tAdD6Y?M:@`[F?Z@Y@@2/@3ؒwo@4>k@4Y_@4r!aEq?āk(@/h3Ad/NK?B3^SD@d^h3F?%z@Y@@2٨].@3R1Q9@4FW|<@4`Rc:@4MEpۋ@ƣkAOAdWo?uD@gӭF?MC@Y@@2⁴'hZ@4Ȕ!@4NJ!@4hY@4wIV3EmB.@bEiAd]?n@k83F? @Y@@2\ZN@4 >F}@4V!dhe@4pjO+@4Wk1Ekטަ@ #4AAcj?(@nǰF?AG@Y@@27:@4j@4^#inc@4xOg@4b'WEiswO@wسAc\~?CI@qF?!|IM@Y@@2l@4$.@4f"=@4/x@4ΛјEh%CǢ@bMƴPAc1O8 ?]0kG@tCF?,3@Y@@3L@4%-+ @4n@4C @46<ʔEf} @h Acv`?|@x?;F?8@Y@@3ҁVW@4. r@4v-Kh@4'w@4ϘEdDAq@'Ac1R?}T@{ KCF?DE@Y@@3 ![@46~g@4~e\@4Sg%@42mgEcpC@m`v9AcQ w?*kS @~.~F?Q T@Y@@3 c@4>Rv@4ĔT@4 hX@4Mi(Eb/0g9t@;AAcPRX?vOE@ f&F?^@Y@@3))5Hn@4GgLI@4t@@4б@43E` C{~@Mc'AAc{\?R+@)F?lÿ@Y@@32p@4O@4I.@4vLѹ@4/g=E_@⃖ ,Acl Er?'.@#F?{\@Y@@3;a4@4XTA@4Wzj@4''x@4;"uE]nޢA@8 VBtAc\H)"?sc~A@yC₋F?Ι@Y@@3DV.@4`@4@4'<@4NFE[oPK^G@3TAcMDމ?]@@*\wF?KL@Y@@3MO<@4iI +V@4IJ@4ń0@5 TEYBd@ᤓhvwAc?3c?5f3D@ͳ #F?!T@Y@@3VLԉi@4q\X4@4R@4/8@5 +$yEW&f@\ȝPAc0yk^?Βܓ@d)wݖF?2@Y@@3_PWq@4zFA@4@4 ?N@5@DR(EV;S-G@XAc#?Kg@`gF?Խ)@Y@@3hXO.@4 1h@4ŕ'jL@4܂'@5w҇oET!+$@8Ac3?v@@jF?@Y@@3qx2n@4apun@4͘Z@4'H@55^DNEOeHe@߉MyJAby+@4oOy$@5{N@5D@4s'm@5Bc@5Jy@5QEG]TR@ݕAb0iH?$@^F? Ԭ;@Y@@3ͣ;m@41(Q@5 2b^@5!]w@5Y!EFF]|@3Ab J9`?Eu@6xeF? 0tv@Y@@3 @@4خ+}@5 )@5(/@5`)SlED'@ܨ|*Ablnj ?*f@ѰF? +*L@Y@@3RX-Z@4N!@5 !@50U@5g DdSECsy0@5듬Ab+?@刨F? +[p@Y@@3֘`@4,]@5$շL@58d@5n%eEB/lʣ@wx+KAb/W:?#@7F? +E@Y@@3F@42X@5,۝˓@5?n @5u$?EAp%@UAb~?$@zAGF? + +L@Y@@3+sw~@4)yE@54߃3@5G-^o@5|DE?ӡ@Abu1I~0?a9n@ANOF? Mp@Y@@3sl<@57C.@5<ѝH@5NW@57E=W>@~dz$Abl;na? +3vv@ + F? V@Y@@3$@5 STŮ@5Df*@5Ve5@5nhE;R@AbcUd2? hq@kJF? e @Y@@4P@5ܒ]:k@5L,0E@@5]U|?@vF? ].u,@Y@@4)wf@56ey@5k~Pm@5z @5SE4^xp@:yKAb7Fv?@&lF? tG@Y@@42ɽ@5>@5rc2f@5O@5"{5XE3.ysK@cAb1{?GjK@P03F?f@Y@@4;bK@5FQx#@5yJ@5ʘr@5a \ No newline at end of file diff --git a/Test_Plots/iso_9.20_0.00_02000_m10_IBprimary.fits b/Test_Plots/iso_9.20_0.00_02000_m10_IBprimary.fits new file mode 100755 index 00000000..a1e0d620 --- /dev/null +++ b/Test_Plots/iso_9.20_0.00_02000_m10_IBprimary.fits @@ -0,0 +1,818 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 105 / length of dimension 1 NAXIS2 = 4902 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 14 / number of table fields TTYPE1 = 'mass ' TFORM1 = 'D ' TUNIT1 = 'solMass ' TTYPE2 = 'L ' TFORM2 = 'D ' TUNIT2 = 'W ' TTYPE3 = 'Teff ' TFORM3 = 'D ' TUNIT3 = 'K ' TTYPE4 = 'R ' TFORM4 = 'D ' TUNIT4 = 'm ' TTYPE5 = 'logg ' TFORM5 = 'D ' TUNIT5 = '' TTYPE6 = 'isWR ' TFORM6 = 'L ' TTYPE7 = 'mass_current' TFORM7 = 'D ' TUNIT7 = 'solMass ' TTYPE8 = 'phase ' TFORM8 = 'D ' TTYPE9 = 'source ' TFORM9 = 'K ' TTYPE10 = 'm_ubv_U ' TFORM10 = 'D ' TTYPE11 = 'm_ubv_V ' TFORM11 = 'D ' TTYPE12 = 'm_ubv_B ' TFORM12 = 'D ' TTYPE13 = 'm_ubv_R ' TFORM13 = 'D ' TTYPE14 = 'm_ubv_I ' TFORM14 = 'D ' REDLAW = 'N09 ' ATMFUNC = 'get_merged_atmosphere' EVOMODEL= 'BPASS ' LOGAGE = 9.199999999999999 AKS = 0.0 DISTANCE= 2000 METAL_IN= -1.0 HIERARCH METAL_ACT = -1.0 WAVEMIN = 3000 WAVEMAX = 52000 END @D՞ @ BA]q/ @ mSFF?vtc4@Y@@83gm>@8 +7R@9L30@8O@8w?P?F?@@ D5W@ɇdA_ڂH@ 5o;aF?;wF{@Y@@9}%#@9[@xN@9ݪrD@9mG@8|3o?$ȟ@F?Ta=2@@ DJ@E=,AY89ʴ@ FҾF?*c@Y@@8ܖ@9[1@9r"Y@8 J@8,y?zSHF?zSH@@Dn@qAS|Tw7 @!q}?DžF? +=p@Y@@7ᨲ%@8ʙB1@8j@8|1{>@8t~ m?0̼,F?0̼,@@D{'@w3AWPa>H@! +axHF?VϪ@Y@@8~RJx@9Di@9]3 +˹@8B r@8KKt? QrD\@$rcMAO\@[F?c{[@@=jAܻ@:=F@;2?L@9-@7Q=C?0̼,F?]Е@@ffffffDdՓ@cʅmA_Sv%2&@ ?,{{iF?kP|@Y@@8D@8A@9jx@8H '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?ffffffE@Py>A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9@ D:d0|@Z[ AWYO@! +>TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ @D0@wAUd2{A@!//F?\>@Y@@9 @9Y@Y@@9[(@9\t@9ND@9ˊ@8ߓ? QrF? Qr@?D^ ۬@0VA`a@ јx F?>P3@Y@@8QXk@8:ƭ`@9HH@83 @8C拥?0̼,F?0̼,@?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@D#j@]GI.AXxf @ / }F?먂jF@Y@@7\}@8nR\@84@8P +@8:^!8T@ LYt[F@{{@Y?k"ɁF?Ѯ@@D4@ʪ7AUD+@!lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/@<JwF@ @Y?zSHF?zSH@@D?J @6AU08@!2RfF?wFze@Y@@9bZ7@9XE@@9 @9'<6]@@8 &/?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i?ffffffF?ffffff@Y@ D*'ʛ@.vQAY8?@ 8ڊF?P]@Y@@8+E@9_g@9rn*@8韪 +@8?r?F?@@DK^@ƋNAH Vv@"j!G NF?`N@Y@@8O@9x4EM@9u6j@9eRY@9a/?F7zu@lLk]@?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e@Dc缚J@r˴AX:*=@ $>F?,]O@Y@@8_ť֜@8B05@9̋Lm@8Jg@8wFb@DC%@qtAO ;@!YF?ȟ@@Y@@87嶌@9YS4@9ˮ@9;Ad@9%aࡴ?E6@LI;AUY7@׉!:F?Լpd@@0n-@1ЏVq@1KqP7@1vdV@1dp? QrF?8NN@@DXk@P 9AZe>@ A͗F?KHӮ@Y@@8}l@9#-@9~_ꠔ@8[S@8nV@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@DG@UAZ\@ VF? V@Y@@9[{r@9|q68F@9܊|:@99 +@8;"?Dt{>U@q+AAa ۓt@IF?5~g,@Y@@7!@8/$@8tyw @8t d@7!@Dɓ߫+@Ÿ?sAXm@ G)F?$5in@Y@@8Z!@8|z@8@@8mQ@8R_d? QrF? Qr@? QrF? Qr@?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey@ DZ5@}%AY7 @ L^2WF?"&r@Y@@8,9@9ZRXHF@9r/޿@8y]@8i?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D? QrF?Ab@@Drj@TdAXs@ >RF?0j+@Y@@8a!R@8—m*@9 d@8@8tmXd? QrF? Qr@?F7zu@lSI@w{>AWLx@ bF?잘7@Y@@805@8 @8`|@82El@8j>@DLdV@MxA]vϽ@ ltF?p*@Y@@8ʨ#F@89v@9L,@8Ӄ@8wj?zSHF?zSH@?{[>F?ֹN6ĸ@@D `}@p9HAXN\n@ ZF?v@Y@@7G)f@8oob@8dA@8Q,6e@8;+@D˔r}"w@R'ZAXf$@ N93F?}At?@Y@@7ۈ@8Ez@8%j@8_{u]e@8FnGO?zSHF?zSH@?EƣHg@Ҝ6AIݤ{@?p݅F?@@,ah@,O8L@,Yi}@,(*s@+ ƞ?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e@DYu@Q܂AW^^@!6F?&k@Y@@8?@8`@8Gһ%@8@8tY?D,sX+ +@ GVAX~@ U F?-b8lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/@ DJd@*ߩAWr@ rxF?C,zxl@Y@@8б3vl@9vJ.@9c:W@8G\'@8SaoU?$ȟ@F@dg@? QrD\@$rcMAO\@~F?+f@@=UO@:P@;1 \@9>\$@7Qx@D?g@$ZtAXwN헐@ ^K^F?롋bw@Y@@81?Q@8EV@8ڑ/@8'q@8a"Qn@D f@Yl)*jA`&@ 3A5F?VH@Y@@8 ݘ~@8ty9Y@9"Z`@8'-@8Cr@D0@wAUd2{A@!//F?\>@Y@@9 @9Y_F? $ p@Y@@8R2^@8zt@9jYCy@8Y@8y5J&?F?@@DS̝@0AV"@!F JF?퉵 D@Y@@8j@8@8,@8~f@8gm \@D +X|3@V +MAUu@!6%F?ѷ@Y@@8/1Gܔ@8`oE@8՚@8q "<@8:)1@D';[ @ bAadA @]ƼF?;:h@Y@@8D3?@8y VR@85W=+@8E>?v@8 E ?$ȟ@F?$ȟ@@@ DvJ@W V$AW\@! |!F?eU.s@Y@@95\I@9`C4r@9Gu@9)0y@8 "U?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?ffffffD"@([jAXM,@ }F?w{@Y@@8ݴ @9/6\* +@9l+$&@8= *@8 @ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@DP2_@bAYhRIR@ IF?uMUi@Y@@8>QHu@8V~(@8; @8p"C@8\&@$?D,Sg@2A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9?D\{ @HEjAYd}@ z.F?{@Y@@8ߔb@9jVZ@9u +@8@Nr@8;F?{[>@?=]UF?=]U@?앿ExF@.lLYt@Y?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e@DE_p@őATOח_@!Y8PF?1+@Y@@7MO,@8BO$@8]b@8nlh/y@8eK.c4@<JwF@#]-@Y? QrF?A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9@DckptB@!]+AXD➎m@ DXF? e@Y@@8:w~@8ɩr@8nkrz@8T̶@8iEW?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@ffffffD`yT@B/AW?/0@ ŵMF?y2@Y@@8T.j@9l@@9a6 @8yd@8 s@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@ Dlǽ F@ ZAT@ :@!`>F?`V. +@Y@@9Uc@9Sb@9q@9'$)@8~eG?{[>F?BqV@?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@D*E@پ8}AVAlo@!)wF?u!.@Y@@9+3{b@9] K@9x$Z +@9(]erK@82Y?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh?0̼,F?0̼,@?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e@DK `@DPq_A_8"aR@ ALF?% @Y@@9pS\@9Uad@9ט@9 R@8(@<JwF@!35@Y?D\{ @HEjAYd}@ z.F?{@Y@@8ߔb@9jVZ@9u +@8@Nr@8;<@DPug$@iZxnHAX / ~2@ hQNKF?JM@Y@@8($Vln@8ꎫ @8ӆTUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ @DO@JX$AUk@!2T<*F?w[0H@Y@@9`:*@9X2S@933@9'<z@8Jz\ ?zSHF?zSH@?0̼,F?&b@@DKC@U=0|AaT6@WuF?2I@Y@@9v@9 (@:p@9/ ikP@8"@;:hF@6~Ə@Y@DR7;@O+gAUǾ`@!J>8WpF?/0@Y@@9 8xG@9UVκ@9 +?ٕ@9'$v@8 +y]?{[>F?S +i@@ D*'ʛ@.vQAY8?@ 8ڊF?P]@Y@@8+E@9_g@9rn*@8韪 +@8?r?ffffffF@`gHu@Y?zSHF?{W3J@?$ȟ@F?$ȟ@@?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey?DZTp1@W=*AT8yM@!a F?Ր@Y@@8#@@9Sof$@9V@9'AZ7@8*:?ffffffDz[~@yvA]߫wǸ@ beAF?a=1@Y@@8b5(j@8@8Bl@8si-@8AB&V?E@5]\#A/%?@"Q$7F?@@,+a@,4|an@,waE@, cD@+r&6?zSHF@+8@? QrF? 7"@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?k"ɁF?k"Ɂ@@EEF@+s@ #bEF?䀲B @Y@@9nɎ<@9ehxM@9퀊:_@9+@81k_'?k"ɁF?k"Ɂ@?=]UF?=]U@@D +Rj^@ 0A`,w@ zE(SF?1P@Y@@8Bx @8x2@8ͩ7S@8Ds>@8 ":?k"ɁF?a?K@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@DFd66@٨Ź;A[M@ 'VF?n~@Y@@9VOI@976@9䭲@9=-Tfm@8lŵ@D{+iJ@i郵AHa@"d:"vF?SE +@Y@@84@9v)#@9v/@9ce6@9_&@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?k"ɁF?k"Ɂ@?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:? QrF? %Ԧ@@DHe?@Sov;A_hJ #@ =*c1F?v@Y@@8 jC.@92W@9l%6@8}l@8y:-1?ffffffF@%T@?E Dio@v%AC@G!%DkF?{tҳ@@/$ @0aׁ@0K"q@0}|@1 ҹX@DIxJ;!@eǛ.AI=:x<@"d;IwF?Q@Y@@8k@9vz.@9 wH@9c @9^+?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh?0̼,F?0̼,@? QrF?쐂@@ffffffDR g@b[TAYmMH7@ ;VF?v @Y@@8B@9 +[@9uH@89,t@8'd?k"ɁF?k"Ɂ@?F7zu@lQ$@8 @8&Ml@8it9@DU/@ gAWm @ IKF?U'(b@Y@@8Hho@8y%-@8QB@8UFP@8shQ?k"ɁF?k"Ɂ@@ DZl@@Y@@8ӽ\CG@9K@9eXε@8+x@8?ffffffF@'@Y?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@D<}8rV@'3xAX13X@ F?ﲪ9@Y@@8?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh?ffffffF@(>@?D\@$rcMAO\@'F?@@=sP^@:H@;@9c +l@7PP@ffffffD x@Zx#{ AVн$@!z1F?.@Y@@9(C@9\eB@9:@9(&@8\Иh@DsDS,@kLltAVied7@!5agF?T^@Y@@8{m@8@8'@8wƯ@8iC$@D +9@vD%A`̶@ wnF?1;.]@Y@@8BOB@8x25@8ͪ<:o@8D&x@8 >Ԥ@D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +?0̼,F?䛠9+@?$ȟ@D\@$rcMAO\@-:`oF?F)k@@=mҷ5@:\4R@;m/@9G"8@7NR۳@)-F@)-@Y?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D@DeO@JvA`b)@ F@F?"&r@Y@@8M@8/ X@9#"*K@8y|@8Ck?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?$ȟ@F?͚R&@Y? QrF? Qr@@D* z@9xv AYLY4Uݘ@ ̺X$F?' @Y@@8@O]`@8o@8C6@8-7ǻ@8_@#@ffffffD @C$(AUx @!4Kmy;F?ȊG@Y@@9*P@9XlD@9@9'1JI@8 +@D:.,@QޫAX$@ =MF?Ov_خ@Y@@8㝕er@9a/@9pw@8m\v@8$> @D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@? QrF? Qr@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@<JwF@#H@Y?0̼,F?0̼,@?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-@ Dq"@h[@AW)X@!#F?r2Lf@Y@@91آ@9^֤@9%@9) _@8LZ?Dt{>U@q+AAa ۓt@IF?5~g,@Y@@7!@8/$@8tyw @8t d@7!@D{'@w3AWPa>H@! +axHF?VϪ@Y@@8~RJx@9Di@9]3 +˹@8B r@8KKt?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +?F?2<~@Y?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?ffffffDtc@w38,AaY'@ޏA8[F?v6@Y@@7Q@83h@8|^\@8L@7K>@ DjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/@ DĴq\Y'@j2:AW @ ~0hF?췪%ם@Y@@8Qak8@8L@8 @8\@8|-@D(@ᎨElAUb@!B rcF?{ 9&B@Y@@8ՃO@8hKJ@8 ;@8~R@8}ȍ@Dhk@KG&AZT7'@ s'F?갞8@Y@@8_@9$:S@9 @8^@8S?ffffffE@Py>A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9?Fn'󿻓@5B!5)H?.TF?7!=@@'/V@#]@%#t@!+Q@ `}?ffffffDl:@]qA`Ƿ@ F??) +@Y@@8߹@8:t@9!t>>@8M*@8C?zSHF?k׿o@@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?앿ExF@D _$S@?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i@)-F@,wCd@Y?333333F!h@GBC?K2F?]r/Z@@"t@ YRT@!Ԓc@g!I7@Mw?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?ffffffDl:@]qA`Ƿ@ F??) +@Y@@8߹@8:t@9!t>>@8M*@8C@Dk/4@oXoAWa[Rr1@! 4õF?ڐ +@Y@@8NJZC@9Y-@9]ܙ)@8N`@8ieP@ D/wCc@' :8A`a=+|^@ F?L@Y@@9) e{@9qY@9j0\@9 [5kʽ@8n?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@Db~u @ AXĎ@ ܋>KF?v-@Y@@8;v@8:aA@8ۀ@8d,@8dt*U?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-@ffffffD0 @M%ͣA]gڶ@ nF?ﲫ@Y@@8n +{@8>@9L@8So@8wP\?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?zSHF?-@@DOe&@M [GAU _`|@!I7F?-Z@Y@@9 p@9U@971@9'"̵$@8ఏ?ffffffD@@Xb RAaXfl@W"TOF?,]O@Y@@7Š@83tD@8{K@+@8@L@7IO(?D,sX+ +@ GVAX~@ U F?-b8H@! +axHF?VϪ@Y@@8~RJx@9Di@9]3 +˹@8B r@8KKt? QrF?rb@@<JwF@<Jw@Y?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@;:hF@½R@Y? QrF? Qr@@DRm@ԬAXIz]@@ t(F?@Y@@8cD%C@8 @8Feu@8b @8Jzl>?ENWCp__@thGA5N:B@f2F?@@*ǞJI6@*aN +f@*=@*?m@* =ͤo?ffffffF?ffffff@Y?0̼,F?Tqq\d@@ DΓ֥@OvWwAVt`dN1@!pvXF?|o'=@Y@@7)@8yw1ץ@80?my@8_@8N߳?k"ɁF?}ӄw@@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں@D̬<@!)/˃A\(dz<@ }.'yF? 4@Y@@9@9h1#@@:6@9F)%@8+٫ ?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D@1;.F@&8Q@Y@DXk@P 9AZe>@ A͗F?KHӮ@Y@@8}l@9#-@9~_ꠔ@8[S@8nV?ffffffE@Py>A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9@ D Ui @<$A_By +L@ @QF?͞&@Y@@9qf.3@9Ux/@9Ԣ@9  t0@8$?0̼,D\@$rcMAO\@ZF@W@@='9@:>m@;@IM@9=[r@7L0;?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@Dȷϧ^@Ë'IAUͿmW@!-l{F?@Y@@8fiU@8]pYC@8߆@80Y@8u.j\/?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?$ȟ@F?$ȟ@@?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?zSHF?zSH@@;:hF@?/+f@Y?333333E r$`@ۑ\hAaw@/3F?bE@Y@@5e1^@6e #@6R@6d]g2@6{EU?=]UF?+x@@ DEr@2uOAY8N)6@ DPF?1P@Y@@8p @9\{@9rHd@89F!c@87?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B@D#@(9A[V_F@ X!VF?預- @Y@@9(@9EB@9|]@9;I=@8=Yᇈ?{[>F?{[>@@DęNX@ 7AYϳ@@ oF?P3:@Y@@8Y +@8~m@8Dp@88@8d^@Dʹ4r@IAXՉ8@ $F?!~|@Y@@8з@8!@8@8h4@8P@DD+ @}jAOļ@!6bQF?gT@Y@@8εG@9Z H@9kǪ@9<; @9&ެ@D0@wAUd2{A@!//F?\>@Y@@9 @9Y-b@Y@@9J@9X'@9(†@9';<2@8D? QrF?_`4@@ Dz\=@[*eAWWپu,@! +3k/CF?{0@Y@@95;O͘@9_.E,@9eԌ@9)uVA@8.@ffffffD`yT@B/AW?/0@ ŵMF?y2@Y@@8T.j@9l@@9a6 @8yd@8 s@ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D?k"ɁF?-*EN@@/S&F@33@Y?333333E nf@̭,Aa5hod@z F?Xe@Y@@5e @6e +@6R<@6dXFb0<@6{ю?0̼,D\@$rcMAO\@ܜ{F?΀C:@@=pƭ+%u@:6*@;O@9vMR@7QJr@ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6?=]UF?lŐi@@DC%@qtAO ;@!YF?ȟ@@Y@@87嶌@9YS4@9ˮ@9;Ad@9%aࡴ?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?ٙEY.-fl@򈄮AVxp @j%1F?@@2oگo@1۱ T@2mK@1M72G@0hf?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B?ffffffF?ffffff@Y?ffffffD@T +A`|wx@ s)F?'RT`e@Y@@8ChCD@8xCs@8M]P!@8D'@8 c?k"ɁF?49@@DhIT@V{(.A]v5s@ lgF?p`@Y@@8ʦ`QJ@88٢F@9L+O @8n@8w囖 ?k"ɁF?@Y@DC!]n@JáA]RN=@ pF?番@Y@@9k}@9~L@:|@9KC+@8 Mv?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?=]UF?=]U@@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\@DEX@e4~AW˩ )@ qNgAF?xl"h @Y@@82m<@85W@8ݬm`s@86G@8iI'?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?0̼,F?0̼,@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@DȌZr?@u AU̩6@!*'AF? +(w@Y@@8~!3@8I\@8#%@8TV@8t46?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@Dkj5@ܯA]a׎i@ nmLhF?oiDg@Y@@85@8퇛C@9K;@8mY@8wX@D:.,@QޫAX$@ =MF?Ov_خ@Y@@8㝕er@9a/@9pw@8m\v@8$> ?E@5]\#A/%?@"Q$7F?@@,+a@,4|an@,waE@, cD@+r&6?EM"@ +)Ap6"k@ےtF??) @@3#]@43@4] +Ed@45@4拧т^?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?F7zu@lF?r +@Y@@957rJ@9`-@9J{@9)1p@8w@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D@Dz@,,A[/@ [V~F?h ԕ+@Y@@9x@9/P>@9bS+7@9=Z.*@8saJ?ELT=ſ @/fuAp:@DF?$/@@3a"@40&Q@4^nݞsT@4$V8@4^@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=@Dz}@Hay|AGS,v@"9F?x@Y@@8ĎВ@9y_@9v`@@9ql@9pThS?ɊfY-F?_C\v"@?zSHF? +4f@@ DnK@V QAW]Wεѐ@! BF?灃@Y@@95'w@9`:@9L@9)Z@8K@ '76F@&+j@Y?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@ '76F@+0b@Y?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@=-@:srp@; $?A@9n<@7P>,ǝ@Dq,@ؾ?6AVŽ@!,bF?<쿱[@Y@@9\@9Y6B`e@90@9'fKR@8]?$ȟ@F?$ȟ@@?k"ɁF?k"Ɂ@?0̼,F?0̼,@?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| @Dz}@Hay|AGS,v@"9F?x@Y@@8ĎВ@9y_@9v`@@9ql@9pThS?Dt{>U@q+AAa ۓt@IF?5~g,@Y@@7!@8/$@8tyw @8t d@7!@Ds%P@^'fAX<]GP?@ RF?-V@Y@@7Fq@8t0C*@8Im@8Uձ +@8?tsv@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@Dǟ:Ln@hClxAU?}?@!2F?9m @Y@@8(0):@8#@8l~J@83@8~ֶ).@ffffffD[b@^ײA_Z]T@ >`F?a=2@Y@@8ѽ@9@9k+Dgi@8vǒ6@8ym@ffffffD @C$(AUx @!4Kmy;F?ȊG@Y@@9*P@9XlD@9@9'1JI@8 +@<JwF@#T:귙@Y?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?ffffffF@BF@Y?=]UF?=]U@?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey@<JwF@>[L@Y?D%-@ةiAZ~@ a@UF?[l7`]@Y@@9 @9'%W@9$J@8gj@8X7O@DoL/@Xt_LAUқU@!1Q4]F?䎊@Y@@8*xX @8Ra@8+@81V@8~@;:hF@J@Y?DD@ێfAVc32(@!˘TF?`s@Y@@8jH)@9C%& @9UvFJ@8 @8(J?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@? QrD\@$rcMAO\@L#F?bs@@=R }@:iy\@;iZ(o@9Wl@7R ^@ Dlǽ F@ ZAT@ :@!`>F?`V. +@Y@@9Uc@9Sb@9q@9'$)@8~eG@<JwF@ %@Y?F?@?$ȟ@F?$K@@ D/@KjrA] DZg}@ tDz2F?z@d@Y@@9;&9ל@9=gK%@9S˗?@8Nv@8@l@/S&F@/1@Y@D{Ě|@C4A_A]0Ш@ fۃx*F?5@Y@@9@9$VB@:&-@Uf@9NEN@8Ū26@ffffffD0 @M%ͣA]gڶ@ nF?ﲫ@Y@@8n +{@8>@9L@8So@8wP\@DXk@P 9AZe>@ A͗F?KHӮ@Y@@8}l@9#-@9~_ꠔ@8[S@8nV@;:hF@ڿ@Y?D,Sg@2@8H%@8%/ +?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh?ffffffF@\J@Y@D{'@w3AWPa>H@! +axHF?VϪ@Y@@8~RJx@9Di@9]3 +˹@8B r@8KKt?ffffffF@SE @?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey@D@v+AX=1u@ ;DIF?s@Y@@8P*0@8@8J7Ny@8 M@8sI̧l?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?333333E nf@̭,Aa5hod@z F?Xe@Y@@5e @6e +@6R<@6dXFb0<@6{ю?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@D +pj@D2:ATf:z@!JW3@$(F?΅3t@Y@@8 T%!f@8Z@8j0@8'k-H@8zK7E@Dʙ:@ ɒAUPe@!5"EF?BC@Y@@9+ˁ@9X1&@9]gX8@9')J@8PE5?D,Sg@2]-@+ֆ7Y?F?@@ D*'ʛ@.vQAY8?@ 8ڊF?P]@Y@@8+E@9_g@9rn*@8韪 +@8?r@DXk@P 9AZe>@ A͗F?KHӮ@Y@@8}l@9#-@9~_ꠔ@8[S@8nV@Dٳ7@bFAP r@!kFzF?ʫ\@Y@@8{a @9YUB,@96@9; OB@9$?ffffffF?ffffff@Y?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-@Y2F@@?$ȟ@F?$ȟ@@?앿ExF@ aܓ-@Y?$ȟ@F@ a@@D:.,@QޫAX$@ =MF?Ov_خ@Y@@8㝕er@9a/@9pw@8m\v@8$> @D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں@D@[@2AX#$@ V{wF?F@Y@@8LGS@8@8.@8M;@8re"?333333E#96g@ϙx CAmm/)@%F?,]N@Y@@4;j@5?eFR@5*KY0o@5?ƒ@5Xߞ@DzW@;W;Aj돲e@?F?ӹo5@Y@@52@6P氥<\@6êh@6=D +>@67#l@ D?@X.A_]Pn'@ 6ojF?E@Y@@9|kf@9Zm@9Ëe~@9Jʕ2@8W l?E_A\@ϱ*A"i'in@ b,F?@@/ܼO@/iB1@0*i@.`졏@.P=W%@D5y@mlA]gV4@ n{F? +|Zr@Y@@8k$~%@8O_3@9LH s*@8~@8wV@Dք)@~POAYj=@ uF?$=@Y@@8@9!Ǣx@9{T@8ɑ.@8IN@ D&Pm@QFATyj=n@!ZHF?|&V@@Y@@9ymˤ@9TN aG@9G(#B@9'( +@8]I@D[`@ƻAVx&jH @!.F?h3*@Y@@88B@8O* @8bK2s@8FMgk@8{i&?陙EYW@dn!Ab[T@r4^F?ffffff@@+GD)@+\=Ձ+@+<[@+>]-@+ֆ7Y?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@ DjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-@ffffffD^@`K}A_Wix@ >xF?R<6@Y@@8|,v@8>@9kme$@8f l@8yYp@DE6Y@ŮֽһAT (@!_%jF?M:@Y@@7P @8 @8!@8q \y7@8hS?k"ɁF?75Gi@?D^ ۬@0VA`a@ јx F?>P3@Y@@8QXk@8:ƭ`@9HH@83 @8C拥@ D@`;A^t?@ IDK +F?y@Y@@9gW7@9Q%@9̀m'N@9 { @8@@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں@;:hF@/U!@Y?F?@?ffffffF@fTC@?F?@@D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1?ffffffE@Py>A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9@ D&Pm@QFATyj=n@!ZHF?|&V@@Y@@9ymˤ@9TN aG@9G(#B@9'( +@8]I?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6@Dˆpv@T +AUDVO8@!=wTF?Jb#ᆘ@Y@@7*II@8߂¶@8q 9X@8|y` +@8lc?$ȟ@F?$ȟ@@?F7zu@l@Y@@9 @9Y=@!%J@ `Rh@Dض,dr@<]AY?B8@ ƭAF?&q@Y@@8W@9!ܫg@9{n*@8qX@8LՔs@D'6&y@iAU"JR@!@JF?sWp@Y@@7+º@8H*@8Ԑ 0@8hg@8\w?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?E@5]\#A/%?@"Q$7F?@@,+a@,4|an@,waE@, cD@+r&6@D>/@CAY8y@ dm7F?D ^@Y@@8]ɖn@8w|V@81|>@8u@8i5{{?E@_.gA<#@++F?@@/͙@/j @0 Od@.3@.QM@@ DN@e֪AV@! 5@F?_@@Y@@7{F@8]@8-r@8c+@8Pl{t@Doه,@@ԋX;AWGM@!aeF?zNz@Y@@8F8݉W@8,@8b@8WN@8y*]?0̼,F?ݏ@?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?0̼,D\@$rcMAO\@a}F?7{Y=@@=db}e@:@;۶ QP@9b}@7Qsq?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@ D"c@vAV &!@! F?_Ft@Y@@7{P@8x}H@8?+@8\J@8Jܒ(r>? QrD\@$rcMAO\@a F? Qr@@=EyR@: ex@;=z8I@9 X +@7R3z@ffffffD`yT@B/AW?/0@ ŵMF?y2@Y@@8T.j@9l@@9a6 @8yd@8 s?k"ɁF?ff@?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?FGtX/@_pB%ߗ@L?lŒ]cF?)^@@'%.@"[ 1@%$lhm@!^B@sͶ?$ȟ@F?$ȟ@@@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?0̼,D\@$rcMAO\@k ԮF?p S@@=ex{@:𤲥+@;?B@9[V@7QfL?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?ffffffF?ffffff@Y?0̼,F@ HP"@@D}q@1kAV%[At@!+)F?/v@Y@@9j*9@9YD@97O@9'q~D@8򋯵 @/S&F@3z9@Y?񙙙DG@k `AaV=@T@lhF?⇓ݗ+@Y@@73p@83SJnls@8{Ö@8*RS5@7F2lI?ffffffD"@([jAXM,@ }F?w{@Y@@8ݴ @9/6\* +@9l+$&@8= *@8 ?񙙙Dl:@]qA`Ƿ@ F??) +@Y@@8߹@8:t@9!t>>@8M*@8C@Dʔ@߷UA]fV2@ n"gF?@Y@@8UҤ@8Du}@9LQ@8δ@8w4az? QrF? Qr@?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| ?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?$ȟ@F?$ȟ@@@ DjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/@DUn +@…#rfAVL+@! fF?U\R-@Y@@8<{b +@8SKX@8ߌh@8@8w楝@ D&Pm@QFATyj=n@!ZHF?|&V@@Y@@9ymˤ@9TN aG@9G(#B@9'( +@8]I?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?k"ɁF?k"Ɂ@?EK*@z Anʺ`@%=iF?'RT`e@@3\#@4CBuG@4x @4ɡM`@5\?333333E =e@؁}6Aamg@[BdF?Ë`k@Y@@5e6p@6ei@6RA@6dubS@6{ܠ?앿ExD\@$rcMAO\@NF@۔@@=]"4@:@;ּ@9>'P@7M1 S?$ȟ@F?$ȟ@@?0̼,F?Y@?ffffffD@T +A`|wx@ s)F?'RT`e@Y@@8ChCD@8xCs@8M]P!@8D'@8 c? QrF? Qr@?333333Du{c@)*LeAZGBm@ γF?ʫ\@Y@@8 >@9$j炃@9y:@8*! "@8?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@ LYt[F@<-5@Y@ '76F@x?@Y@Dz}@Hay|AGS,v@"9F?x@Y@@8ĎВ@9y_@9v`@@9ql@9pThS@ D:d0|@Z[ AWYO@! +>TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ ?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?333333ETOvC@`fC&Al\q@ F?+@Y@@4srЭ@5m4 >@5^Rڞ@5ke@5Ad? QrF?TWۉ(2@@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D@DTx@ՏAX.@ 튜iF?떦Y@Y@@8*F@8y6?0̼,F?V1d@@Dٳ7@bFAP r@!kFzF?ʫ\@Y@@8{a @9YUB,@96@9; OB@9$? QrF?U t˄@?k"ɁF?\gM@@DR7;@O+gAUǾ`@!J>8WpF?/0@Y@@9 8xG@9UVκ@9 +?ٕ@9'$v@8 +y]@DJ#߆@~bAY @ oqF?$tSM@Y@@8|tA@9!/%@9{g@8I{M@8H??ffffffF@Lӝf@?=]UF?=]U@?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?0̼,F?콸\?@?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D@Dۅs@!pA])M@ b4~F?lvJ@Y@@9@@9CѠ@:*#@9PX2 @8ds{i@D)8@MAYz_@ ՅmF?}At>>@Y@@8np@qK@8Džp +o@9 +y@8ݨf@8sд?$ȟ@F?$ȟ@@?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i@ D*'ʛ@.vQAY8?@ 8ڊF?P]@Y@@8+E@9_g@9rn*@8韪 +@8?r@DXk@P 9AZe>@ A͗F?KHӮ@Y@@8}l@9#-@9~_ꠔ@8[S@8nV@ffffffD`yT@B/AW?/0@ ŵMF?y2@Y@@8T.j@9l@@9a6 @8yd@8 s?ffffffE@Py>A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9?Eq?Q@;aoZAQ@1`VF?/v@@0>i@1,{I @0r@1D-@1{oe"?0̼,F?0̼,@@D7GEH@lixA[+@ (D[F?py+@Y@@9 +@9.=F @9_F-@8r2҉@8߲O@DHe?@Sov;A_hJ #@ =*c1F?v@Y@@8 jC.@92W@9l%6@8}l@8y:-1@ D?T @.;ġA`dgZ@ /wF?8J@Y@@9}@9i" `@9@R7I@9*"@8`{ +? QrF?AtZ@?ffffffF?ffffff@Y?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh?ffffffF?ffffff@Y@D{'@w3AWPa>H@! +axHF?VϪ@Y@@8~RJx@9Di@9]3 +˹@8B r@8KKt?ffffffF?ffffff@Y?F7zu@l*F@8y6@Dz}@Hay|AGS,v@"9F?x@Y@@8ĎВ@9y_@9v`@@9ql@9pThS?k"ɁF?k"Ɂ@?앿ExD\@$rcMAO\@jZF@:6@@=<@:Hvn@;Ɯ@9-IM@7L7@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@ffffffD @C$(AUx @!4Kmy;F?ȊG@Y@@9*P@9XlD@9@9'1JI@8 +@Dz}@Hay|AGS,v@"9F?x@Y@@8ĎВ@9y_@9v`@@9ql@9pThS?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?k"ɁD\@$rcMAO\@%K%BF?[1~ @@=wL@:bqU@;w9@9G)h@7PׅT@DG+S/@ۉkBA]i'M@ m5eFF?~$t@Y@@8ɉZ.@8Ŧ@9L(Z@8 B@8wC@ Dɞ)p@èsAU] hq@!)zNyF?,'7@Y@@8gR@81_S @8-o@8٥K@8n]UD?D\{ @HEjAYd}@ z.F?{@Y@@8ߔb@9jVZ@9u +@8@Nr@8;@8hB@8I\?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i?ffffffF@ +c@?DDk1@}<lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/@DR7;@O+gAUǾ`@!J>8WpF?/0@Y@@9 8xG@9UVκ@9 +?ٕ@9'$v@8 +y]@D5@A]vN@ l-' F?qK@Y@@8ʟ@86@9L@8(x@8wׄ@Dư` +4b@£9jAVun@! L\F?S@Y@@84i@8䚼K@8li$X@8U7@8t}? QrF?>@? QrF? Qr@@DR7;@O+gAUǾ`@!J>8WpF?/0@Y@@9 8xG@9UVκ@9 +?ٕ@9'$v@8 +y]?0̼,F?SH@?=]UF?;~@?ffffffD\@$rcMAO\@a^F?[y@@=$&@:&i-7@;S"j@9|#@7O/GKX@D,a@3ou2AX+@ `OF?Zx_@Y@@8(W+@8 +P3@Y@@8QXk@8:ƭ`@9HH@83 @8C拥?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D@DȬ@r`AXt:<@ _P1F?i4.@Y@@8OEP3@8Df@8>l @8t,\@8WwM?0̼,F? V@@Dkt @ AaJ3@wF?:}O@Y@@8D7z@8x:z@8I(f@8D@8 ?ffffffF?CZȣr@@D-H@.fbAU;ńQ;@!1;F?s)@Y@@9 W@9X @@9@9'>"@82Y?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| ?EM@`6VAw@ yfvF?Q@@,8Z@/BCZ7@.qz4}@/Zċm@/+@D8%b@J'|qA[>Zd@ KF?qbb˧@Y@@9U 4@9.14$@9 @8:O@8@DWsy@霻͹AX +=@ S(F?J@Y@@8 +4/@8ߵ%@88@8ky-P@8R'sF@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D@ Dlǽ F@ ZAT@ :@!`>F?`V. +@Y@@9Uc@9Sb@9q@9'$)@8~eG@Dhk@KG&AZT7'@ s'F?갞8@Y@@8_@9$:S@9 @8^@8S@;:hF@0;)@Y? QrD\@$rcMAO\@F@Q@@=J@:I,@;*@9R~@7M,cl@Y2F@CT@Y@DzA@IA]uX@ l/F?qp@Y@@8ʕJo@81צ"@9L囑 @8!Q@8w;y?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D@ffffffD0 @M%ͣA]gڶ@ nF?ﲫ@Y@@8n +{@8>@9L@8So@8wP\?ffffffD@T +A`|wx@ s)F?'RT`e@Y@@8ChCD@8xCs@8M]P!@8D'@8 c?D%-@ةiAZ~@ a@UF?[l7`]@Y@@9 @9'%W@9$J@8gj@8X7O?k"ɁF?k"Ɂ@@D@A{AWv{}io^@ F?ß`O@Y@@8NOa(@8DD@8^<,@81&3@8{f?D^ ۬@0VA`a@ јx F?>P3@Y@@8QXk@8:ƭ`@9HH@83 @8C拥@DŹ2ZF??gߏ@Y@@8GW@8@8 @8G@8]4瑀?0̼,D\@$rcMAO\@;`F?.t@@=sR{BP@:Fx@;yvT@9ehS3@7Pt?ffffffF?ffffff@Y@ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6?k"ɁD\@$rcMAO\@Z.]ϥF?k"Ɂ@@=c.E @:ޙO@;pNq@9@7Q};;@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\?zSHF?beO@?0̼,D\@$rcMAO\@e%t F? r+@@=d@vH'@:@;V!@9ʾKR@7QoDy?ffffffDtY^@$u4$A^]a|@ Vx'F?qiC@Y@@85H@8VC@9Zh7@8i9W@8xS>@DIN8)ׁ@ ˀ̭]ATN@!Q 8F? + @Y@@8 {f9@8ڎc:@8>:@8SO@@8wA>D?ffffffDl:@]qA`Ƿ@ F??) +@Y@@8߹@8:t@9!t>>@8M*@8C?ffffffD"@([jAXM,@ }F?w{@Y@@8ݴ @9/6\* +@9l+$&@8= *@8 @ffffffD0 @M%ͣA]gڶ@ nF?ﲫ@Y@@8n +{@8>@9L@8So@8wP\?333333EJ L(@P:4Aa(7 +y@PIF?y@Y@@5,EvF@6 @6UO W@6!5@6ܫ?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?0̼,F?0̼,@?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D@$F@$ 4@Y@DHe?@Sov;A_hJ #@ =*c1F?v@Y@@8 jC.@92W@9l%6@8}l@8y:-1?ffffffD/Nm@VvAU}z,@!8FfF?ﵲK@Y@@8@9@9N;@8KΚ@8 YZ2@ffffffD`yT@B/AW?/0@ ŵMF?y2@Y@@8T.j@9l@@9a6 @8yd@8 s?333333F0(?@p7BT*?A|F? Z[)@@!ʊ@ ]!0@!^ +@zI@;g-@D @vdA` )Xۂ@ ,#F?ܱF^"@Y@@9C[j@9`Kӧ˂@9史y@9DS@8,< X?ffffffF@Uz@?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?D٦mM@/:sAa;k@Ȱ|nF?@Y@@7&ƝT@7C|@7ET@7z!@7v7s.@D"j@18AVe@!1 F?*\|@Y@@8/|e:@8Vho@8!>OC@8qt2&@8u߿2 +,?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@ DѾc=@=,n7AWƶא@ `qF?mHQ@Y@@82\@99+.@9bUc~@8ok@8V@Dq;?@AX@ b$xF?q!Ks@Y@@8N(@8+@8'@8< @8nE@Y2F@~@Y?k"ɁF?k"Ɂ@@Dxm@BWAG]HU@"7F?ud0@Y@@8"C6@9ҦIdd@9L"a@9qN2@9pSU @Dhk@KG&AZT7'@ s'F?갞8@Y@@8_@9$:S@9 @8^@8S?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?񙙙E r$`@ۑ\hAaw@/3F?bE@Y@@5e1^@6e #@6R@6d]g2@6{EU?FG\3j@[ eB Y. ?ʗMF?ڟ]s@@'c?n@#J^/@%M@"*cNhl@ uΐ?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e? QrF?Y=@@ D s@bl_A`>Ms@ #[F?sWp@Y@@93Y@9ek@9T@9S@82[%/@<JwF@!~]@Y?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D@Y2F@XS~,@Y?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1@D8%b@J'|qA[>Zd@ KF?qbb˧@Y@@9U 4@9.14$@9 @8:O@8@DHe?@Sov;A_hJ #@ =*c1F?v@Y@@8 jC.@92W@9l%6@8}l@8y:-1?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?Eb#@@ hA7d@"FF?@@/3 @/c J@0r=1@.^@.Kf2? QrF? Qr@?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh@ D*'ʛ@.vQAY8?@ 8ڊF?P]@Y@@8+E@9_g@9rn*@8韪 +@8?r?EH5бC@bR4()At暥@BAޡF?-M@$>@@0%G>@14NGP@0;@1L!̘{r@1׃?0̼,F?0̼,@@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D@Dlv@lz"}AUWr@!2mUsF?y (@Y@@9<b@9X@9'R@9':@8QOA7?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1?0̼,F?0̼,@@D7N0@6A[ !@ 872lF?q!Kr@Y@@9/@9.7'@9 ѱ@8"L@8߯?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey@Dٳ7@bFAP r@!kFzF?ʫ\@Y@@8{a @9YUB,@96@9; OB@9$@ Dጻ@B$A]ݹD@ bfc_F? B @Y@@9MXNT@9E?ٙ@9]@9!@8iZ?E@5]\#A/%?@"Q$7F?@@,+a@,4|an@,waE@, cD@+r&6@DFt~@f%CA^@ GlRF?4@Y@@93ܴ@9(N4@:AnQfD@9Ze'@86?D^ ۬@0VA`a@ јx F?>P3@Y@@8QXk@8:ƭ`@9HH@83 @8C拥@<JwF@!7Xe,@Y?0̼,F?0̼,@?D,sX+ +@ GVAX~@ U F?-b8F?Ӧuo3@@D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +@ffffffDR g@b[TAYmMH7@ ;VF?v @Y@@8B@9 +[@9uH@89,t@8'd?$ȟ@D\@$rcMAO\@[MwF?Z@@=:k@:b82@;z>>@9+ބz@7OQ@DR7;@O+gAUǾ`@!J>8WpF?/0@Y@@9 8xG@9UVκ@9 +?ٕ@9'$v@8 +y]?F?@@DW@Ë'IAUt$M@!+5"F?_ô@Y@@8}g@8n@8xS@8*`O@8s(Z@ D:^%<@A_5@ 6\vfF?@x@Y@@9}5@9Z @98'Xo@9}v@8il?ffffffF@ҍ@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@Df{i@H֦A`( @ $v=F?c4@Y@@9k@9o]L@9VB @9].@85-?k"ɁF?k"Ɂ@?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@;:hF@&$@Y?D,Sg@2Z0z@:5@9/3@85 7?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@ Dlǽ F@ ZAT@ :@!`>F?`V. +@Y@@9Uc@9Sb@9q@9'$)@8~eG?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@Dk/4@oXoAWa[Rr1@! 4õF?ڐ +@Y@@8NJZC@9Y-@9]ܙ)@8N`@8ieP?D{B<@r_XA_@Ԉ@ @_];F?嬚@Y@@8a)@8.ȹ@9i{q۽@8vމ&@8y@$F@$@Y?D,Sg@2RAUKd0@!;ՄNF?ԀuM@Y@@96@9Wg9@9%dy@9'8@8X%@D? 3`@+6j/AT`5@!RxF?F@Y@@8=@8U5@8ԏ`@8F @8qԎ?{[>F?{[>@@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~?0̼,F?0̼,@@D>@ڝ8ZA]}6"@ kzF?iB@Y@@8?u>@8vö@9M^X|NA@8ۓe@8w@D:.,@QޫAX$@ =MF?Ov_خ@Y@@8㝕er@9a/@9pw@8m\v@8$> @ DPKǫ@;$A`[T@ F?Jw|@Y@@9\x@9hH#@9Lػ@9(P.@8`7?$ȟ@F?$ȟ@@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B?zSHF?Gw@@)-F@)1o6@Y?zSHD\@$rcMAO\@+wF?3't@@=C`F@:vV@;(E@9"@7R&y@DBKr @#:AV:Tm@!t-F?jj%@Y@@8!'q@8dEؖ@8^@8 ]@8oI>P?zSHF?zSH@?0̼,F@41@?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@ffffffDR g@b[TAYmMH7@ ;VF?v @Y@@8B@9 +[@9uH@89,t@8'd@ D\j?r@E1LQA`@  9F?IOQD@Y@@9I!Ө@9x1Xa@: +>-%@9%\r@8\ @ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D?ffffffF@e0I@Y?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?k"ɁF?Idb'@@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\@D\'z@ȗ,AVv$@! &F?W>6z@Y@@8@q:!\@8(r@8Hs@83@8z?0̼,F@ ͍@@)-F@*N`sW@Y?ffffffD@@Xb RAaXfl@W"TOF?,]O@Y@@7Š@83tD@8{K@+@8@L@7IO(@D:1@THAXe.=@ PQF?{0@Y@@8'Z@8@8r@8zP|6@8\kf@ffffffD @C$(AUx @!4Kmy;F?ȊG@Y@@9*P@9XlD@9@9'1JI@8 +@Y2F@ !}0@Y?ffffffF?ffffff@Y?Dݥ9=7@JmAa i,@VF? +@Y@@7( '@7⺂r@7ڀ)@7%@7v#z&9?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh?0̼,F?Q0ʣ@?F?@?zSHF?<+@?333333F!oQ`@pmeB˱Bң?$UUIF?6@@![@ _O@ 1@i^O@>c?E׀@_wYAv?^h@CF?;dZ@@1 .W@2^V;@2@2|@2')?zSHF?zSH@@ D+@q4mmAW@Q@! M!F?޽@Y@@93wd-@9_qyHr@9*+@9)?@LZ@8ur)?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B@DC@#_A]p=aA@ m6RǡF?wpy,@Y@@8@8׆u@9L'>@8J@8w %@D

TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ @DC%@qtAO ;@!YF?ȟ@@Y@@87嶌@9YS4@9ˮ@9;Ad@9%aࡴ@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\?$ȟ@F?$ȟ@@@D0.t@.w\AWvUX!@ KF?L@@Y@@8?$ȟ@F?$ȟ@@?EƣHg@Ҝ6AIݤ{@?p݅F?@@,ah@,O8L@,Yi}@,(*s@+ ƞ?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?=]UF?=]U@? QrF? F)@?ffffffF@ +҄S@@DY#}?@ +wA]r ?@ lF?tj~@Y@@8Wf@8@$@9Lhs.@8ǖī@8wK@3ݗ+kF@9 e@Y@D0@wAUd2{A@!//F?\>@Y@@9 @9Y@Y@@9 @9Y-b@Y@@8_G@872@9L~$F@8@8w1V?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-@ D\:Bb@Â=_@AX |*@ 'LF?0OX@Y@@8;d@8eg@8 @8v@8a@ D @6lrA_Kλ@ ?F?$5@Y@@9rZR^<@9Uy@9V.i|@9 si@83?w?ffffffE@Py>A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9?F7zu@l=@!%J@ `Rh?ffffffDjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/@ DHk*@4A``. @ F?At>=@Y@@9plL@9i ec@9r@97@8:#*@DHe?@Sov;A_hJ #@ =*c1F?v@Y@@8 jC.@92W@9l%6@8}l@8y:-1?ffffffE~)@$AuҞ@=ĄF?Y2 @@/)F@0T@0nj@0=17@0?{[>F?ւ(]@?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D@D0@wAUd2{A@!//F?\>@Y@@9 @9Y@9L@8So@8wP\?0̼,D\@$rcMAO\@1tF?t7?1n7@@=u0@:Th]N@;ߎ<@9U @7PFC?333333E !f@soAaǓ9@V=NF?ŗNe@Y@@5ee-W@6e@6RΔ@6dzN@6{y7@DC%@qtAO ;@!YF?ȟ@@Y@@87嶌@9YS4@9ˮ@9;Ad@9%aࡴ?F?@?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh@5Dfu +@`)-AK$@ }@":XvF?~L@Y@@8¢yc@9jzcT@9N^a@9Tq +Ha>@9JJ@Dq,@ؾ?6AVŽ@!,bF?<쿱[@Y@@9\@9Y6B`e@90@9'fKR@8]?0̼,D\@$rcMAO\@+#F?L‚@@=t~b]@:P`@;hq6@9Z5@7Ph@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں@DƺQک@q0AXdv@  _F?07@Y@@86]y:@8E&\a@8})T@85@8d:~Y?ffffffF@@Y@ D:d0|@Z[ AWYO@! +>TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ @ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?ffffffF@ s/<.@Y@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں@D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=@ '76F@$;΅3@Y@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~?앿ExF@ 9.<@?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh@ D`} 3@Um#8"OAYqS.@ $ַF?LW@Y@@8zF@87W @8%Q@8j ;1@8L|Dv@ D:d0|@Z[ AWYO@! +>TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ ?ffffffDɫS;p@ pA`!벁̩@ (΀tF?䵝yh@Y@@8 +@8B_@9G)u @8N\@8BN1~?ffffffDz[~@yvA]߫wǸ@ beAF?a=1@Y@@8b5(j@8@8Bl@8si-@8AB&V@D P@&mΎ!A`|@ oHF?0X:T@Y@@8BX@8x5w@8ͯ@8Dt@8 lr?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D@D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +?ffffffDjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/@;:hF@)5_@Y?333333F!sz-@7އHB/䠝 ?` +F?7KƧ@@"DIb@ at@!6@sY>F@Y=O?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?F?@@ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6?F?@?k"ɁF?k"Ɂ@?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1?E|CIA@n}?AjP&*#@`F?p&@@0Fn@1Ptư@1Nr+@1LF@1u@D#?מ@̚F)eXAVͭaV@! )?F?+ I@Y@@8/+P@8m@8P@8.gn@8s .7`@ DxE@i8  A_y%@ FhF?ŗNf@Y@@9kg@9R,叶@9`@9 +%&6t@8ltv?앿ExF@@Y@ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6?Dt{>U@q+AAa ۓt@IF?5~g,@Y@@7!@8/$@8tyw @8t d@7!@$F@'I'?@Y@D@)@Qa/mA\~QR@ F?mqbb@Y@@9,J@97v*i@9q@8C-L@8 {@D2ǚµ@1 +YdAT07 @!O`=F?7@Y@@8a@81]J[@8n?t@8FXrZ@8[Dv?ffffffF?ffffff@Y@ D@ A͗F?KHӮ@Y@@8}l@9#-@9~_ꠔ@8[S@8nV@Db9K@‹r"AW2I@ brF?o~=@Y@@8(6I@8\w@8vߨ@8fN@8dk]nw@Dk/4@oXoAWa[Rr1@! 4õF?ڐ +@Y@@8NJZC@9Y-@9]ܙ)@8N`@8ieP?ffffffF?ffffff@Y?k"ɁF?k"Ɂ@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@)-F@/D(M@Y@D͝z@HCGTATtdb@!TЋF?_A@Y@@7y3.@8~쵀@8:@8x`D^@8m ȏ]z?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?ffffffD@@Xb RAaXfl@W"TOF?,]O@Y@@7Š@83tD@8{K@+@8@L@7IO(?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@ffffffD @C$(AUx @!4Kmy;F?ȊG@Y@@9*P@9XlD@9@9'1JI@8 +@ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1@D?> k@«i=AV^@!RF?v5@Y@@8:S}m@8X@8&W @8}qJ@8zo!ܴ@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~?ffffffD@@Xb RAaXfl@W"TOF?,]O@Y@@7Š@83tD@8{K@+@8@L@7IO(@/S&F@4KH@Y@<JwF@<Jw@Y@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~?FgF@s}LJB!zrTi,?⾘ zF?S&@@(i'qR@#=l@&A9@"T@ S??zSHF?go@@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\?ffffffE@Py>A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9?0̼,F?2Щ@?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?zSHF?zSH@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@ D&Pm@QFATyj=n@!ZHF?|&V@@Y@@9ymˤ@9TN aG@9G(#B@9'( +@8]I?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D@D8Ù\-7@[`A[)@ MF?r[T@Y@@9A)u@9.0u@@9v@8@8͈@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D? QrF?mj?8@? QrF?oհ@?Dݲ~.a@!3 Aa L@ÚJvF?f:@Y@@7(NjJ@7^Xx]@7)KS@7]U@7v'4?k"ɁF?k"Ɂ@@Dq#f@KOFAYSos@ U]F?9C@Y@@8Y@87k)̓@8 @8R N@8k2? QrD\@$rcMAO\@b 6F?@@=Ua>m@:@;6~@@9=Π@7Qs?ɊfY-F?ɊfY-@?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?=]UF?=]U@@ D&Pm@QFATyj=n@!ZHF?|&V@@Y@@9ymˤ@9TN aG@9G(#B@9'( +@8]I?ffffffF@\e@?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e@ D*'ʛ@.vQAY8?@ 8ڊF?P]@Y@@8+E@9_g@9rn*@8韪 +@8?r?$ȟ@F?$ȟ@@?ffffffDz[~@yvA]߫wǸ@ beAF?a=1@Y@@8b5(j@8@8Bl@8si-@8AB&V?zSHF?zSH@@D#SpuI@AT-@!PF?},{@Y@@8""A@8?@8B@8ߋ@8"hR?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں? QrF? Qr@?$ȟ@F?$ȟ@@@Db\@l;]A\\/@ jF?$tT@Y@@9)A@95Պ82@9nN@8rܖ5@8 @ffffffD0 @M%ͣA]gڶ@ nF?ﲫ@Y@@8n +{@8>@9L@8So@8wP\@Dmf:@,bTAGl@"|}F?)r\>@Y@@8@9hGg@9 @9ozLV@9nS,v?ffffffF@vB|@?D,Sg@2 '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=? QrF? Qr@@D8%b@J'|qA[>Zd@ KF?qbb˧@Y@@9U 4@9.14$@9 @8:O@8?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?D\{ @HEjAYd}@ z.F?{@Y@@8ߔb@9jVZ@9u +@8@Nr@8;<@D @kA]v8^F_@ lF?q`l o@Y@@8ʝC +/@85c*@9L֘@8]@8w\M?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey@ D"ծ@C7KAW*%@!^ZF?H@q@Y@@91÷А@9^﬋0@9 @9) υ@8姁?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@)-F@)-@Y?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-@DC%@qtAO ;@!YF?ȟ@@Y@@87嶌@9YS4@9ˮ@9;Ad@9%aࡴ@DQi@*}rAWd@!{MF?v@Y@@8 +uT@81pl@8OS@8pi@8YiE +?ffffffE@Py>A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9@$F@$Ca@N@Y?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i?k"ɁF?k"Ɂ@@D'0G@DzB̭jAF]@"]baF?ʫ\@Y@@8´M@9@9U혔@9xj̙@9yRO?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?ffffffF?ffffff@Y@D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +@Dz}@Hay|AGS,v@"9F?x@Y@@8ĎВ@9y_@9v`@@9ql@9pThS?ffffffDኈ@1EAaa;<^@۩-7qF?sպ@Y@@7o4@84mʼn@8|pk@8۱@7Y@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=@DC%@qtAO ;@!YF?ȟ@@Y@@87嶌@9YS4@9ˮ@9;Ad@9%aࡴ@DPy\@5V]cAXm@ 4F?~mH@Y@@7niz@8rG.@8.@8Sӥ4h@8@@3KmQO@4tp@47<@41>@5Ѕd@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\@DFz@‡gAV@!iLF?ty@Y@@8>e@8A@8%;:@8PCP@8z7%/h@D)^DJ@;i9AV ܵs@!&Wv|F?bb˧2@Y@@8.P@8-j/@88@8|Z@8{m?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B? QrF?& @?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh@)-F@);.]@Y@ffffffD`yT@B/AW?/0@ ŵMF?y2@Y@@8T.j@9l@@9a6 @8yd@8 s?ffffffF@*YB@Y?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?zSHF?zSH@@D?@~BɼAVj@!ǏF?"쪹@Y@@82 ۽^ @8d@8Μ@8G%@8y=W@D iQ@rųAV3K0UN@!":9nF?9&A)@Y@@8E(j@8/bC@8˘ J7@8"y@8nW@D#PD0@nӖ?AX(jO@ ۣΛF?RCQ@Y@@8\r6@8Lq,@8/[@8h<#c@8sVEr@Dv '@?zZAGbu"%@"iqF?ᆘ5@Y@@8@9o@96vl@9q@9p7/?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@ Dlǽ F@ ZAT@ :@!`>F?`V. +@Y@@9Uc@9Sb@9q@9'$)@8~eG@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?F7zu@lU@4]˲@4V5@4Y$@D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +? QrF? Qr@@D0@wAUd2{A@!//F?\>@Y@@9 @9Y@ A͗F?KHӮ@Y@@8}l@9#-@9~_ꠔ@8[S@8nV?0̼,F?0̼,@@D{@MjA`Y}w@ *^*LNF?.H@Y@@8B-l@8xO- @8<@8DQ@8 Xs?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey@DǚL@tRpAV߈@!21XF?NP@Y@@8)'Bψ@8?@8dҺ$@84#w@8qʎQ4@ D*'ʛ@.vQAY8?@ 8ڊF?P]@Y@@8+E@9_g@9rn*@8韪 +@8?r@D[3@pSATJG9%)@!Yǥ7F?4m8@Y@@7@85Ft@8uR @8r%@8i,@D{'@w3AWPa>H@! +axHF?VϪ@Y@@8~RJx@9Di@9]3 +˹@8B r@8KKt?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-@Dnt@~|A]m &Hb@ myqnF?zd@Y@@8ݼ$@8Xs@9LcxH@8[@8w@;:hF@"P7ɛ@Y?ffffffF@ZOY@?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?Fa@۬B##I?RkF?]\@@':b_@#"Uh@%&TM@!P9@ K6[x@DFE@:A]sF'g@ l>tF?sg@Y@@8hp2@8㫔@9L>x@8Y?@8wT@ D:6@%'A^-*@ P^OF?M++@Y@@9`W9"@9M*@9M@9<[ a@8a.?D,Sg@2@84@8ݐw? QrF?5Jd @?k"ɁD\@$rcMAO\@~F?@//t@@=tFA#@:O6ts0@;[@9\_ @7P @D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +?=]UF?a4=@?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?ffffffF@%t.@@ Dr>G@{̪1%AW5R׵&@! ޅXF? +8C@Y@@92E@9_0.@9Np@9)%S@8\?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@ LYt[F@~j]l@Y@DA@¹RMAX?G\@ ⟒F?'>E@Y@@8A4@8v@84Z@8sbAF@8X$^u@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\?k"ɁF?@EN@?$ȟ@F@7&@?D\{ @HEjAYd}@ z.F?{@Y@@8ߔb@9jVZ@9u +@8@Nr@8; '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh?ffffffDz[~@yvA]߫wǸ@ beAF?a=1@Y@@8b5(j@8@8Bl@8si-@8AB&V@;:hF@!j@Y?F7zu@lA֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e@D\a@z0AO̟hg@!Q,CF?<@Y@@8Ӛ)@9Y+~'@9eV@9<m$@9&3 +7@ DPͭY@Z9w'AWY^~ @! +F?s@Y@@95O@9_l@9_C@9)xWȿa@8+?ffffffE@Py>A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9?ffffffF@_ 4@?DD@ێfAVc32(@!˘TF?`s@Y@@8jH)@9C%& @9UvFJ@8 @8(J? QrF? Qr@?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| ?D,sX+ +@ GVAX~@ U F?-b8 A_?֙r@ A y~F?Ww@Y@@9q il@9Ug0s^@9n,@9 tHl@8/Pj_?0̼,F?0̼,@@D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +?ffffffF?fv @Y@Dٳ7@bFAP r@!kFzF?ʫ\@Y@@8{a @9YUB,@96@9; OB@9$@D0@wAUd2{A@!//F?\>@Y@@9 @9Y@8H%@8%/ +@Dc /R@A]iZd@ m;F?~LX@Y@@8Ɉ#1D@8p@9L& !@8%x@8wHS+?0̼,F?0̼,@@DE#F@AT[m;@!Pg>wF?y@Y@@8 ;m<@84@8ᨆZ|@8DǷ@8UfY? QrF?qgKh@?0̼,F?0̼,@@Y2F@#>@Y?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey@<JwF@;#TM@Y?F7zu@lg@8|t]AG@Dfg@.)AUY@!+p(>F?@Y@@7"@8 +r@8@8wp/@8e{@D8%b@J'|qA[>Zd@ KF?qbb˧@Y@@9U 4@9.14$@9 @8:O@8?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh?k"ɁF?k"Ɂ@? QrF?㯓@?333333E155m@Ҹ |Al +q8o@j F?צ Eb@Y@@3 9@4UC`@4+@50 !8@5)ڑ@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?D%-@ةiAZ~@ a@UF?[l7`]@Y@@9 @9'%W@9$J@8gj@8X7O@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~?=]UF?H-;@@?0̼,F?0̼,@?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| ?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D?zSHF?hAq@? QrF? %@? QrF? Qr@?ffffffF@Q@Y@ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6?ffffffF@;`(_@?$ȟ@F?$ȟ@@?333333F-B^@,RA c@l,}:WF?r/m@@"8Hh@#3@#LATp@#J锜@#Λ'w@D0@D뱥}AW@SF?*)s@Y@@84~&@892@8ކ4K@8 +XT;@8g?k"ɁF?k"Ɂ@?ffffffD@@Xb RAaXfl@W"TOF?,]O@Y@@7Š@83tD@8{K@+@8@L@7IO(?ffffffF?LUC(@?0̼,F?CG@@Dɑ0u/O[@ŸtAXkH`@ w F?mǤ@Y@@86@8@8+hB@8m;V@8R0! +?0̼,F@ 5@?DtB:\@)u]AZH@XǏ@ gF?꽺 +RiY@Y@@83Z@9$rG @9I =@8.( lZ@8 Y? QrF?M6@@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\?{[>F?{[>@?k"ɁF?,B@@D~`+>@fas+$AXbJ@@ 嗖@vJF?74@Y@@7z"@8ozWHBz@8 +dy@8QCg^@8;Ko? QrF? Qr@?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i?ffffffDc@NyhA]z\@ l5ڕNF?l!-w@Y@@80-@8Zb@9M-@8Oz@8w ?ffffffD@@Xb RAaXfl@W"TOF?,]O@Y@@7Š@83tD@8{K@+@8@L@7IO(?F?@?ffffffD\@$rcMAO\@ F?ɤY<@@=L2Vl@:*b#}@; =@!%J@ `Rh@Dhk@KG&AZT7'@ s'F?갞8@Y@@8_@9$:S@9 @8^@8S?k"ɁF@X|@?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@<JwF@'ᆘ5@Y?k"ɁF?k"Ɂ@?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~?k"ɁF?t6@?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@DA\c@{:AXXi@ ڈF?_@Y@@8@8.lS@8&$@8n<_h@8R$;?0̼,F?0̼,@?E@5]\#A/%?@"Q$7F?@@,+a@,4|an@,waE@, cD@+r&6?ffffffD@@Xb RAaXfl@W"TOF?,]O@Y@@7Š@83tD@8{K@+@8@L@7IO(?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey@<JwF@!6斢nT@Y@Dq,;@AOIi@!MU&xF??g@Y@@8ΟK0zK@9Z@9@X@9lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/? QrF?!MW@@DuRa@OA__@ 9)"eֽF?\>@Y@@:%?@9"Wʈ@:O>&Ӳ@9a]̀@8?B@DqeN@jΖ!bAY(C @ ЎDF? >l@Y@@8J'7r{ @8n@88 .@8n @8ekw&@D7c@WjAUgCA@!)^1F?QX'@Y@@8v@8e@8h @8w5c@8em(b@D E_@kAWkJ@ 7|F?/s@Y@@8AT{<@8sCt@8錓@8-@8n;@D_[A@b@U#AP{@!̏<F?H˒:@Y@@8Γ8l@9YZ%@9%N @9;]t@9%?G?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e@D{'@w3AWPa>H@! +axHF?VϪ@Y@@8~RJx@9Di@9]3 +˹@8B r@8KKt@Dɖ10k@¦i l|AX]D@ qAF?n@Y@@8{f@8סw@8٣@8n*(@8RC@ DgI@B=A]ݣ8Z@ b]3F? @Y@@9Ma B@9E?q@9\9u|@9e@8NZv@ffffffD @C$(AUx @!4Kmy;F?ȊG@Y@@9*P@9XlD@9@9'1JI@8 +?ffffffF?ffffff@Y@ D:d0|@Z[ AWYO@! +>TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ ? QrF?`@@ D^+@\A]gۡ@ nF?;@Y@@9B5PS|@9@Jj +@9)@83 @8M^g?k"ɁF?k"Ɂ@?=]UF?=]U@?333333Ev o@B="A1k@H2^F?〲B @@*X@(mOG@*9|@'[%@&kT!?Em2GF@LkA`"~?@ZgF?8R}@@+=#]7@,: +T@,v@,N"bn|@,~s1?F7zu@lF?{[>@?k"ɁF?k"Ɂ@?DDk1@}<A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9@ffffffD x@Zx#{ AVн$@!z1F?.@Y@@9(C@9\eB@9:@9(&@8\Иh?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D@D:`@@A[q@ DG!ZF?s@Y@@9θf@9}sC@9;7@99?G@8? QrD\@$rcMAO\@mS%~F?c:a@@=f8@:ز@;" 62@9*s|@7Qdrwl@ Dlǽ F@ ZAT@ :@!`>F?`V. +@Y@@9Uc@9Sb@9q@9'$)@8~eG@D-@] dAT/APu\@!mF?,]@Y@@8 ?o@9Y5 @9; +@9:ղW@9$ʦ@Dz}@Hay|AGS,v@"9F?x@Y@@8ĎВ@9y_@9v`@@9ql@9pThS@Dk/4@oXoAWa[Rr1@! 4õF?ڐ +@Y@@8NJZC@9Y-@9]ܙ)@8N`@8ieP?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\?D,Sg@2@8hB@8I\?F?@@ D7Z@Ǖ| AFT5f@"$iF?5Tu@Y@@8jͰu@9,7@9̰@9vܩs@9w:?k"ɁF?k"Ɂ@?F?@?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1@DU_x@(A]7X?@ r;F?簉'RT@Y@@9G@9]& @:c8@9J]w @8M+?ffffffEaZ@ٖ!*A4@HHtF?իGN@@/_"@1$~@0ɡo%$@1rsa@1[)i?ffffffF?), +J@@ D4O@AXL!@ -F?,R@Y@@8ӿFW@9LI}@9e@8+J@8F?`V. +@Y@@9Uc@9Sb@9q@9'$)@8~eG?0̼,F?类)s@?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?0̼,F?T^&&@? QrF?p&و@@D/U}@OBIAXh#P6@ HCF?7@Y@@8Lb@8@8٢@8>(@8mW@ LYt[F@ LYt[@?D^ ۬@0VA`a@ јx F?>P3@Y@@8QXk@8:ƭ`@9HH@83 @8C拥?E@_.gA<#@++F?@@/͙@/j @0 Od@.3@.QM@@ffffffD`#@a}1A_VH@ >RF?xW)@Y@@8`=y7@8@9jf0@8]Ҳ,H@8y f?ffffffF@NDN@Y@ D:d0|@Z[ AWYO@! +>TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ ?k"ɁF?k"Ɂ@?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i? QrF?鿶@@Dʫ16@rϯ9ATn8 @!Mc?F?쿱[W?@Y@@86 @8(^@8j@8"x_@8xzB]?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1@Dz}@Hay|AGS,v@"9F?x@Y@@8ĎВ@9y_@9v`@@9ql@9pThS?0̼,D\@$rcMAO\@tbie>F?]EUu@@=gFDP@:@;_~@9@7Q[0@Do6W*@A &gAXvKt^@ ؏{F?2f '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=@ D*@?iPQA\L#|@ jSF?V. @Y@@9.pH@97}S8@97@88A@81%8@ffffffD0 @M%ͣA]gڶ@ nF?ﲫ@Y@@8n +{@8>@9L@8So@8wP\@DC'=@|y A]qI@ m='F?ulvK@Y@@8?@8$l@9LР7E@8@8wpx?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?zSHF?WYO@@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?$ȟ@F?$ȟ@@@DV_a@‰zzEAW=7@ +TV3F?쪸[B@Y@@8-xڐ@8*@8@8y*Z@8ionǟ?0̼,F?% @? QrF? Qr@?zSHF?zܪa@?D,sX+ +@ GVAX~@ U F?-b8=@!%J@ `Rh?k"ɁD\@$rcMAO\@{8F?hT0@@=hn[<@:a7@;ܢ"@9Y*@7QR,'@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?D\{ @HEjAYd}@ z.F?{@Y@@8ߔb@9jVZ@9u +@8@Nr@8;<@ DFM@þ3n AWf(@ F?@x@Y@@7T1M@8r$@8>3g@8U+; +@8B,2=G@ffffffD0 @M%ͣA]gڶ@ nF?ﲫ@Y@@8n +{@8>@9L@8So@8wP\@<JwF@<Jw@Y@ D*'ʛ@.vQAY8?@ 8ڊF?P]@Y@@8+E@9_g@9rn*@8韪 +@8?r?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?ffffffF?p4"@Y?ffffffF?ffffff@Y@<JwF@<Jw@Y?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?F?@?0̼,F?0̼,@?ffffffF?ffffff@Y?{[>F?Mp*4@?񙙙Dݲ~.a@!3 Aa L@ÚJvF?f:@Y@@7(NjJ@7^Xx]@7)KS@7]U@7v'4@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D@Dz}@Hay|AGS,v@"9F?x@Y@@8ĎВ@9y_@9v`@@9ql@9pThS?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?ffffffDjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/?ffffffF@1z@Y@;:hF@C@Y@DŵGuY2@.e`=AYB]@ ͽ#F?&IR@Y@@8Fa@8vx3%@8 +@8i^@8b4?F?<(oV@?$ȟ@F?$ȟ@@@D}㦄K@!QUiA]yb@ bF?puO@Y@@9\@9P(@:*80jr@9Payd@8h?D\@$rcMAO\@g\m8F?O +@@=}S@:vL(@;ɞ@9!@7PjK?zSHF?vs恪@@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=@ DeC @ZAWX@! +dM}F?ڤ@Y@@95N @9_@9=@9)xGd"@8,P`@D紟3@o[AX0OoV@ 80F?N&Ԁ@Y@@8O*M@89+@8nー@8'!yn@8s[T-@D #@ +0!AUA7@!4EF?eO@Y@@9NTC>@9XtW@9 +4@9'22Z@8s?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh@$F@(@Y?k"ɁF?k"Ɂ@@;:hF@F<3@Y?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D? QrF? Qr@?ffffffDjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/@;:hF@s-@Y?ffffffE@Py>A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9?k"ɁF?zw@@DűCB@fPɄ8AW V@! +0,KrQF?=b@Y@@8BF@8!v:@8kp@8T6@8y'?ffffffF@; @Y?F?@?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?0̼,F?0̼,@@ D(@<'IAYւAr>@ n;F?X@Y@@8EXBq@9bj@9q/Y(@8=2 v@8.=@D@;@?T"Aa\@]:F?^ s@Y@@9-MD@9~!1>@:5@9)mT@8!Pq?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh?E@5]\#A/%?@"Q$7F?@@,+a@,4|an@,waE@, cD@+r&6?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@ Dp +"@ͫԸA_v̋d@ ;ç4F?xl"h @Y@@9vI>@9XgMf@9ت$|@9t-.2@8L5?D,Sg@2A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9@ D^s*@ YA_ @ 9⛝SF?ej@Y@@9x7g@9Y 'h#@93Qm@9#p@8)? QrF? Qr@?zSHF?-mT_@@ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?$ȟ@F?BZ@@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~?F4@GB#[T?gdAWkF7@ W=F?(߹9@Y@@8Rՠ}S@8§ @8EH@8o@8}ٞv\?D,Sg@2@9L@8So@8wP\?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?ffffffF?s`3@?zSHF?zSH@? QrF?a|>?@?D,Sg@2@9L@8So@8wP\?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@ffffffD @C$(AUx @!4Kmy;F?ȊG@Y@@9*P@9XlD@9@9'1JI@8 +@Di_@X"4A`+~@  u@Y@@8EHq@8yf]sF)@8ϩtT@8EMƖ@8 ?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D@<JwF@<Jw@Y?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@D8J"@PA[B@ BvF?q6@Y@@9@9.4U@9ZN@8.y@8 ? QrF?瘤ú@?D\@$rcMAO\@'F?@@=sP^@:H@;@9c +l@7PP?陙E @?sfAҸ"@j8F?@@*k@*G3C@*@*?@)9?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?F?@? QrF?b&@@ D{i@A^Vq)b@ W&RF?}ke@Y@@9Yf.9@9J6t@9;P@9Kk@8oS?k"ɁD\@$rcMAO\@5j{F?p37@@=@:XkCe@;~!@9)@7Pc6@D8J"@PA[B@ BvF?q6@Y@@9@9.4U@9ZN@8.y@8 ?zSHF?=o?@@"DnW@¨"AVx@!F?>BZc@Y@@8@ B@8 +@8oc@8!`y}@8H?ffffffDjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@D0@wAUd2{A@!//F?\>@Y@@9 @9Y>Y@8]i+@8:ۦw@8v 8@ D*'ʛ@.vQAY8?@ 8ڊF?P]@Y@@8+E@9_g@9rn*@8韪 +@8?r?0̼,F?0̼,@? QrF?-Qq@?ffffffD"@([jAXM,@ }F?w{@Y@@8ݴ @9/6\* +@9l+$&@8= *@8 ?ffffffF?ffffff@Y?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?333333F7L@;UGB+BՉ?DLFF?q @@!Ot@ ~@!=8y @ 75q@8Kr ?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?ffffffD@@Xb RAaXfl@W"TOF?,]O@Y@@7Š@83tD@8{K@+@8@L@7IO(?ffffffF@+z%t@@D)@釾Aa_xג @nF?wr(@Y@@9w.@9X]@:K&@90!.V@8ÖC /?$ȟ@D\@$rcMAO\@I]F?wRq@@= tp@:(H(@;M@9ꥂ'@7O*;T?D@T +A`|wx@ s)F?'RT`e@Y@@8ChCD@8xCs@8M]P!@8D'@8 c@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D?zSHF?AUEE@@$F@(56P%@Y?DɫS;p@ pA`!벁̩@ (΀tF?䵝yh@Y@@8 +@8B_@9G)u @8N\@8BN1~?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼? QrF? Qr@@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D?E@_.gA<#@++F?@@/͙@/j @0 Od@.3@.QM@@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~?Dؓs@.׭Aa\%=@!%J@ `Rh?ffffffF?ffffff@Y?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?E@_.gA<#@++F?@@/͙@/j @0 Od@.3@.QM@? QrF? Qr@@D`@ +b"AU.?@!0YhF?W'@Y@@89\@@8i@H@8xKY@8{B=S@8iD|?ffffffF?ffffff@Y?ffffffE@Py>A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9@ LYt[F@ LYt[@@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey@ D&Pm@QFATyj=n@!ZHF?|&V@@Y@@9ymˤ@9TN aG@9G(#B@9'( +@8]I?ffffffF?.EX@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@D{'@w3AWPa>H@! +axHF?VϪ@Y@@8~RJx@9Di@9]3 +˹@8B r@8KKt?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh? QrF?r:Uf@?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?$ȟ@F?$ȟ@@@Dz}@Hay|AGS,v@"9F?x@Y@@8ĎВ@9y_@9v`@@9ql@9pThS?zSHD\@$rcMAO\@[<[F?zSH@@=cX/@:߯@;y@@9椑Z@7Q|f0G@DϠmf@32A]x@ lgF?ohۋ@Y@@84@8IHv(@9MT@88}@8w'? QrD\@$rcMAO\@NF?#L5c@@=XZu,'@:ge"@;@9'<ˊ@7Q_:?ffffffDjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/@<JwF@";_@Y?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e@D +Ǯ@.8A`"f@ 鵫F?+@Y@@8C R P@8xkLE@8:c@8D+R*o@8 G@D O@_.A]hٳ@ m*+F?~鷿@Y@@8Ʉ@8Àώ@9L$b@8@8wWh ?k"ɁF?k"Ɂ@@D:.,@QޫAX$@ =MF?Ov_خ@Y@@8㝕er@9a/@9pw@8m\v@8$> @ D{E+@f٧AVV!@! 5F?Zc @Y@@7ɪx@8|-F@8@8`س@8MU_@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?zSHF?{@@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\@ DJ@E=,AY89ʴ@ FҾF?*c@Y@@8ܖ@9[1@9r"Y@8 J@8,y?k"ɁF?k"Ɂ@?D,Sg@2F?{[>@?F?Y@@D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +@ D*'ʛ@.vQAY8?@ 8ڊF?P]@Y@@8+E@9_g@9rn*@8韪 +@8?r?ffffffF?ffffff@Y?Dl:@]qA`Ƿ@ F??) +@Y@@8߹@8:t@9!t>>@8M*@8C@D0@wAUd2{A@!//F?\>@Y@@9 @9YlLY@Y@@8ċ?@9h|F@9[@b@8.t@8/@ D*W@ +qA`~ +@ CF?RC@Y@@9l@9lou.~H@9TX'kp@9,@89jcY?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B?0̼,D\@$rcMAO\@lF?L0Z:@@=f@:G@;4%z@9!$p@7Qeh?333333DG@k `AaV=@T@lhF?⇓ݗ+@Y@@73p@83SJnls@8{Ö@8*RS5@7F2lI? QrF? Qr@@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D? QrD\@$rcMAO\@H9R$ F?pE@@=`|<7d@:̣6@;b@9H8@7Qy$9?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?ffffffD\@$rcMAO\@pUf6F?@?@@=a|@:% +@@;Nً@9It'@7O|0J@DC%@qtAO ;@!YF?ȟ@@Y@@87嶌@9YS4@9ˮ@9;Ad@9%aࡴ@ DPͭY@Z9w'AWY^~ @! +F?s@Y@@95O@9_l@9_C@9)xWȿa@8+@D R%`@K+AWS@  F?+@Y@@8>cH@8@@8b}I@8$ @8r\?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| ?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@D0@wAUd2{A@!//F?\>@Y@@9 @9Y,ǝ@DHe?@Sov;A_hJ #@ =*c1F?v@Y@@8 jC.@92W@9l%6@8}l@8y:-1@)-F@.eO7u@Y?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@DĖ$8@֬xAWC$A@ Z‚F?FIl.@Y@@8S¿@8Q@8x!@8K4@8xdI@DR7;@O+gAUǾ`@!J>8WpF?/0@Y@@9 8xG@9UVκ@9 +?ٕ@9'$v@8 +y]@ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6?F7zu@l=@!%J@ `Rh?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@ffffffDR g@b[TAYmMH7@ ;VF?v @Y@@8B@9 +[@9uH@89,t@8'd?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?D^ ۬@0VA`a@ јx F?>P3@Y@@8QXk@8:ƭ`@9HH@83 @8C拥?ffffffDtY^@$u4$A^]a|@ Vx'F?qiC@Y@@85H@8VC@9Zh7@8i9W@8xS>? QrF? Qr@?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?k"ɁF?):@?DɫS;p@ pA`!벁̩@ (΀tF?䵝yh@Y@@8 +@8B_@9G)u @8N\@8BN1~@Dgփ@GBAW$WF@D@!F?$ p@Y@@8>@8?@8#5@8SM@8gX@Dֱ9%f@N?A]p`͓@ m2&@-F?wFze@Y@@8"V6f@8M @9LbA@8D@8wfb?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@ D2"4@3" A`#Z$~@ (`\F?̷@Y@@957@9br@9"T@9sB@8i֯b@DC%@qtAO ;@!YF?ȟ@@Y@@87嶌@9YS4@9ˮ@9;Ad@9%aࡴ@ D:d0|@Z[ AWYO@! +>TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ ?ffffffE@Py>A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9@ Dlǽ F@ ZAT@ :@!`>F?`V. +@Y@@9Uc@9Sb@9q@9'$)@8~eG?E@_.gA<#@++F?@@/͙@/j @0 Od@.3@.QM@@Dzj$@/AXIFt@ p @8hB@8I\@Dl @#8 A]nK"@ mZPcVF?x?)@Y@@85+@8yɉ.@9L{w@8A)@8w})?DZTp1@W=*AT8yM@!a F?Ր@Y@@8#@@9Sof$@9V@9'AZ7@8*:?0̼,F?0̼,@@ Dlǽ F@ ZAT@ :@!`>F?`V. +@Y@@9Uc@9Sb@9q@9'$)@8~eG?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey@D[@S&AU~AV@!1jRF?nX/D@Y@@9_@9Xc@9Pz@9'A@@8@Dk/4@oXoAWa[Rr1@! 4õF?ڐ +@Y@@8NJZC@9Y-@9]ܙ)@8N`@8ieP@ffffffDR g@b[TAYmMH7@ ;VF?v @Y@@8B@9 +[@9uH@89,t@8'd?ffffffE@Py>A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~@D{%@L寷AX=ղ@ 钱1F?9.<@Y@@7ތ8@8wfl@8L6u@8XY4W@8A68@ DjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/@DmL3@ +B!gA[F@ CaphF?th@Y@@9=_@9J 2@9y?A@9;}cI@8/W?k"ɁF?k"Ɂ@?0̼,D\@$rcMAO\@pF@m@@=K@:p$c@;w,@8i@7L$4?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey@Dɖe$@S@ƧAV? ϐ@!ohWF?[B@Y@@8)Ҳ@8u|@8š~@8|޷{@8eПk? QrF? Qr@?ffffffF?+^R@?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@D\&@hߋATo V@!UgsɄF?-V@Y@@7X$W@8PÊ@8@8YYd\@8u,lk@;:hF@$)K@Y@ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=@DS7F@ƓNAHW@"kU@RF?c{ 2@Y@@8=B@9y'@9T!@9frE+@9bXq@D0@wAUd2{A@!//F?\>@Y@@9 @9YF?`V. +@Y@@9Uc@9Sb@9q@9'$)@8~eG?ffffffDɫS;p@ pA`!벁̩@ (΀tF?䵝yh@Y@@8 +@8B_@9G)u @8N\@8BN1~? QrF? Qr@?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~? QrD\@$rcMAO\@&حF?aQ@@=Ov@:Y&@;@9h]@7R%?k"ɁF?k"Ɂ@?{[>F?ע q@?EƣHg@Ҝ6AIݤ{@?p݅F?@@,ah@,O8L@,Yi}@,(*s@+ ƞ@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\? QrF?@?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| ?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| ?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?ffffffD"@([jAXM,@ }F?w{@Y@@8ݴ @9/6\* +@9l+$&@8= *@8 @Dh@벋ATzz@!L78F?Pܜ@Y@@7I8@8@~E@8@J@8x(@8l r?0̼,F?0̼,@?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-@;:hF@!@Y@<JwF@+^S@Y?k"ɁF?k"Ɂ@?ffffffF?ffffff@Y@$F@)j3 @Y?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@ffffffD @C$(AUx @!4Kmy;F?ȊG@Y@@9*P@9XlD@9@9'1JI@8 +?0̼,D\@$rcMAO\@F?sX\@@=rG6@:@%@;Աo@9ly@7Q? QrF? Qr@?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?$ȟ@F?2@Y?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@DHe?@Sov;A_hJ #@ =*c1F?v@Y@@8 jC.@92W@9l%6@8}l@8y:-1?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B?D\@$rcMAO\@u/F?-@@=xV"@:e7@;'/"@9Cop@7P8C?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@D8Ù\-7@[`A[)@ MF?r[T@Y@@9A)u@9.0u@@9v@8@8͈?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?zSHF?zSH@?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| ?F?@?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1? QrF? Qr@?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i?E@5]\#A/%?@"Q$7F?@@,+a@,4|an@,waE@, cD@+r&6?0̼,F?-Y@@DѾ@AYk[E@ Y~PF?C\@Y@@8BkkH@8{K@8֪.p@8{u(h@8bq+? QrF? Qr@@Dz}@Hay|AGS,v@"9F?x@Y@@8ĎВ@9y_@9v`@@9ql@9pThS?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@DKw&@ȹAUt)@!/F?]9@Y@@9U)l@9Y&;i@9~^@9'L[zm@8Hz-?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@DRkN@kHAZ +@ 7" F?u!@Y@@8@>@8n@82@8{S@8V(f?=]UD\@$rcMAO\@2 +F?Ƌ@@=8Qq@:lh&@;3@9%Jh;a@7S@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~?333333F V@Ty>A6v +\@\#^F?)I@@0! @1 ˺@1=go@1_@1댣9T@1;.F@&^doa@Y@D]GB@~0?nAAYl@ q F?$LD|1@Y@@8@9!Ȳ@9{@8Ǚ@8I,"?ffffffD/Nm@VvAU}z,@!8FfF?ﵲK@Y@@8@9@9N;@8KΚ@8 YZ2@ '76F@5{x@Y@DXk@P 9AZe>@ A͗F?KHӮ@Y@@8}l@9#-@9~_ꠔ@8[S@8nV@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\?k"ɁF?e@Y?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?zSHF?z<@?F"N @ hi B%6pD_?߫x+F?`N@@*Tj@$,լ^@'9" X@"~0z>I@ ć?D;fp@MIA\Ta@ wF?g*d@Y@@9- +@97S x&@91c@8dC+@8$|?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| @D~j +y@zGAV-GSl@!"F6F?>E@Y@@80X"@8?A@8ɰn@8` @8{xT:@ '76F@k&@Y?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?0̼,F?0̼,@@Dk @y7}A^s!@ J:؊oF?Q@Y@@9lU@9;0d@:?@Y@9Yȃ {@8ɒW@DHe?@Sov;A_hJ #@ =*c1F?v@Y@@8 jC.@92W@9l%6@8}l@8y:-1?0̼,F?0̼,@@ D(m@A^"]@ M]IF?(@Y@@9d,X@9Oh]@9`k@9kIO@8?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@Dk/4@oXoAWa[Rr1@! 4õF?ڐ +@Y@@8NJZC@9Y-@9]ܙ)@8N`@8ieP?F?@@Dր@5(^NXA_Mj@ ?~{F?@ Y F?歫U=@Y@@9V_{@9IFٹ/@9@99O{U4@8gP@Dk/4@oXoAWa[Rr1@! 4õF?ڐ +@Y@@8NJZC@9Y-@9]ܙ)@8N`@8ieP?0̼,F?0̼,@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@D\m_Z@X-b8@Y@@8O۰@9<@9q6@8?Rِ@8'X@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\@DJe:@7AWUZP@!F{F?VϪ@Y@@8~ج@8 6:@8s"@8t<@8\?cQX?k"ɁF?&V@~uQ@?0̼,F?(@?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?ffffffF@j@Y?E &~@*`e|AvdI@Z[Y\F?@@,a}4@,hGO@,[d@,CTA@, D@ DCV@ l>V)A\! @ ~.GF?-Y@Y@@92?=DK@99ych@9fp@8ßx*@8Q)?ffffffF?k8@?ffffffF?ffffff@Y?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@ D:d0|@Z[ AWYO@! +>TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ ?DD@ێfAVc32(@!˘TF?`s@Y@@8jH)@9C%& @9UvFJ@8 @8(J@D0@wAUd2{A@!//F?\>@Y@@9 @9Y@8hB@8I\?񙙙Dݲ~.a@!3 Aa L@ÚJvF?f:@Y@@7(NjJ@7^Xx]@7)KS@7]U@7v'4?ffffffDtY^@$u4$A^]a|@ Vx'F?qiC@Y@@85H@8VC@9Zh7@8i9W@8xS>@DɊBEa@wbAU;S@!>F?Sy3@Y@@8q>D@8@85s?@81@8w?F?@?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i?F7zu@l '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?D{B<@r_XA_@Ԉ@ @_];F?嬚@Y@@8a)@8.ȹ@9i{q۽@8vމ&@8y@ D&Pm@QFATyj=n@!ZHF?|&V@@Y@@9ymˤ@9TN aG@9G(#B@9'( +@8]I@D]GB@~0?nAAYl@ q F?$LD|1@Y@@8@9!Ȳ@9{@8Ǚ@8I,"@Dz}@Hay|AGS,v@"9F?x@Y@@8ĎВ@9y_@9v`@@9ql@9pThS?EC~/a@t=Als +@u BF?iv@@3meb@4SK@4j@5VhȎ@5>4g~@Dm@-Gy.A]rVzP@ m'F?uO7u@Y@@8K.@8h2@9LDg1@8ą17@8wx)t@ D+Wy@ba +A_f[@ /s<|)F?X@Y@@9RfG@9^@9 ɧ@9 n@8^m(c(?$ȟ@F?$ȟ@@?zSHF?@@ffffffDnGQ@jT| L}A_K Ԉ@ ?OF?墇~m@Y@@8T~q@8|Z@9j+.@8f@8y$;?ffffffDjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/?0̼,F?0̼,@@D0'@D-zA\V@ F?\$_[@Y@@9.~W@97?R@9+wpv@8Ș@8,;7?{[>F?{[>@?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D@ D:d0|@Z[ AWYO@! +>TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ @ DJ |j^@î>AV,H}@!"P.F?<ϕ@Y@@8 +O,v@8SY@84n@8{Qs@8g<@D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +?ffffffD\@$rcMAO\@2WrF?%s4@@=q|@:z v@;};@9h|i@7N=h?񙙙ENWCp__@thGA5N:B@f2F?@@*ǞJI6@*aN +f@*=@*?m@* =ͤo@DX_|@I(A_Z"; @ 29orF?r2Lf@Y@@9@9]/_H@9@92@8=4@DP/e@j{AT/&@!GE?F?ﲿLP@Y@@8=L@8XvY@8qX@8)@8ET?ffffffF?W @?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?ffffffD@@Xb RAaXfl@W"TOF?,]O@Y@@7Š@83tD@8{K@+@8@L@7IO(?k"ɁF?w@?ffffffF?ffffff@Y@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\?k"ɁF?v[@@D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +?񙙙E r$`@ۑ\hAaw@/3F?bE@Y@@5e1^@6e #@6R@6d]g2@6{EU?ffffffE@Py>A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9@Dq,@ؾ?6AVŽ@!,bF?<쿱[@Y@@9\@9Y6B`e@90@9'fKR@8]@ LYt[F@_{J#:@Y? QrD\@$rcMAO\@*nĺF?ԯmN@@=[6{E@:x$@;پa}@9 W~@7Q@ Dlǽ F@ ZAT@ :@!`>F?`V. +@Y@@9Uc@9Sb@9q@9'$)@8~eG?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B@<JwF@"!nJ@Y?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?F7zu@l=@!%J@ `Rh?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey@Dw5@Ēԑv+AUb ^9@!2'>&F?yЦv @Y@@99a@9X L@9z@9':-@8+?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@<JwF@!E0@Y@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-@ D:d0|@Z[ AWYO@! +>TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ ?=]UF?}4@? QrF? Qr@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@? QrF?ibS@@DO ?L@]gbA\oB@ 0r5F?|O"@Y@@9+II@96s@95D@8}M@8Y?k"ɁF?k"Ɂ@@DouAo@'Jݟ#AXd]F@ >[F?뷿`@Y@@82pǍ@8dĮ@8۾{Z@8xc @8b4vcX?zSHF?e%@@ D:d0|@Z[ AWYO@! +>TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ ?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?Dt{>U@q+AAa ۓt@IF?5~g,@Y@@7!@8/$@8tyw @8t d@7!@Dʦ?5@qy#ydATrc@!MYI#F?s@Y@@8(uc@8X@8Í"@8VJS@8x@D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| ? QrF?׃@?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?E@5]\#A/%?@"Q$7F?@@,+a@,4|an@,waE@, cD@+r&6?D^ ۬@0VA`a@ јx F?>P3@Y@@8QXk@8:ƭ`@9HH@83 @8C拥@ Dx@,QAX:@ F?Ҳ@Y@@8ӗ,N,@9A/E@9eG@8'@8⬈@D1nW@Ir#AAW!ɍV@ ЇHF?R}A@Y@@88WpF?/0@Y@@9 8xG@9UVκ@9 +?ٕ@9'$v@8 +y]?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@D{w< @HP+"AGR_@"ކjqF?KI@Y@@8)dR@9#\@9y@9qi@9p^@@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں@DǍ<; @34lAX-t @ 5F?!R<@Y@@8,Py?@8T@8ճz5@8|+??D@8] ?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey? QrF?^d9e|@?EHP7<@wru{Anp@;YF?W&@@3% @4r{)@4 T@4Y@5؈Y@ D:d0|@Z[ AWYO@! +>TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ ?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey?0̼,F?>0^@?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?ffffffDɫS;p@ pA`!벁̩@ (΀tF?䵝yh@Y@@8 +@8B_@9G)u @8N\@8BN1~?zSHF?Z@@D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +?E@5]\#A/%?@"Q$7F?@@,+a@,4|an@,waE@, cD@+r&6@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?zSHF?B@?k"ɁF?4L7@@Dhk@KG&AZT7'@ s'F?갞8@Y@@8_@9$:S@9 @8^@8S@DȰ@T;?|AVGQ@!MF?!Wh@Y@@85+|@8[@8ϔ /@8 @8oR}5@D}Q@T[A_d"{@ ==䞘F?\$_@Y@@9)k@9bڌd@:K@9_`ѳ@8 '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B@D8#@x AUQk@!6T~8F?r/Y@Y@@9O.@9X@9_@9'&T͡@8s5?ffffffF?ffffff@Y?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@D!.h@J_UA`vh@@ GXF?iQX@Y@@9cEk@9kqr!@9΃~3@9E̒@8! ?ffffffE5F#ӫ@[AI'm@C F? 4X@@/1@0>"@0c|i@0A7@100\?D,Sg@2TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ ?0̼,F?#CS@?0̼,F?0̼,@?ffffffF@3eU@?񙙙Dl:@]qA`Ƿ@ F??) +@Y@@8߹@8:t@9!t>>@8M*@8C@;:hF@'$/@Y@Dk/4@oXoAWa[Rr1@! 4õF?ڐ +@Y@@8NJZC@9Y-@9]ܙ)@8N`@8ieP?ffffffEiRë%@Aά[ @[DyF?ffffff@@+ϖ@+~]@+Y@+f@+DE:@Dz}@Hay|AGS,v@"9F?x@Y@@8ĎВ@9y_@9v`@@9ql@9pThS@D8%b@J'|qA[>Zd@ KF?qbb˧@Y@@9U 4@9.14$@9 @8:O@8@D~ ;htW@6kAXshv@ wf{F?묚@Y@@7@8@8 eP2@8`oߺ}@8Gh?F7zu@l8WpF?/0@Y@@9 8xG@9UVκ@9 +?ٕ@9'$v@8 +y]@<JwF@!upe@Y?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e@D6@DNUAV4!J@!+F?.}A@Y@@80<@8 @8B +?@8@8s3?0̼,F?ag3@?ffffffF?W% @?ffffffF?ffffff@Y@Ef@0 ;A{A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9?{[>F?{[>@?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?F?@?zSHF?9w@?333333D{B<@r_XA_@Ԉ@ @_];F?嬚@Y@@8a)@8.ȹ@9i{q۽@8vމ&@8y@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D?F?@?E@_.gA<#@++F?@@/͙@/j @0 Od@.3@.QM@@D$}6@~5'AY@ ƅ\l;F?%[[@Y@@8@9!xLJ@9{`@8@8JrI6@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D@D$}6@~5'AY@ ƅ\l;F?%[[@Y@@8@9!xLJ@9{`@8@8JrI6@ D:d0|@Z[ AWYO@! +>TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ ?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?ffffffF?DVS@@ DM@Xa@hnAUfÜS@!1aeF?եb@Y@@8$U@8o3=7@87M6 +@8{dc@8j;L*?앿ExF@o@Y?0̼,F?2@?zSHF?+a@?DɫS;p@ pA`!벁̩@ (΀tF?䵝yh@Y@@8 +@8B_@9G)u @8N\@8BN1~?ffffffDz[~@yvA]߫wǸ@ beAF?a=1@Y@@8b5(j@8@8Bl@8si-@8AB&V@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~?k"ɁF?k"Ɂ@@DԒH9@)rA[ +@ R#F?$@Y@@9'R|@9~}CF@9m@9:oSo@8?$ȟ@F@l뻥@?0̼,F?0̼,@?ffffffF?ffffff@Y@Di@%}@AG`O5@"iiF?kP|@Y@@8tq@9J*@9tI< @9op@9m@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D?ffffffF?ffffff@Y@Dhk@KG&AZT7'@ s'F?갞8@Y@@8_@9$:S@9 @8^@8S@Dɴy@BJAU& +@!.\\F?bE@Y@@86@8c"@8ǭ*5d@@8W<2@8p Õsn?zSHD\@$rcMAO\@x@Y@@9 @9Y@8H%@8%/ +?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?EFh@wru{Al@iXMF?-"@@3˾:K@4 ^]@4 @4F&@5* +?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@D =\0@PžwA`W@ }2F?FV@Y@@8@8@9#ş4@8Kz@8Cֱ?333333D~A @ 4UAYBtH d@ :kVF?@Y@@8蝿@9N@9sk툈@8@8j-?zSHF?zSH@?D^ ۬@0VA`a@ јx F?>P3@Y@@8QXk@8:ƭ`@9HH@83 @8C拥?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@ DAd@6ǬA_K% @ ?9F?r/Y@Y@@9rL}@9U]B@9L*ek@9 \@81<\@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں@ffffffD0 @M%ͣA]gڶ@ nF?ﲫ@Y@@8n +{@8>@9L@8So@8wP\?0̼,F?0̼,@@ffffffD_+3Ӝ@`N3A_WH؃@ >и%bF?喻@Y@@8r? +@8h@9j@8c,z@8yvO?0̼,F?0̼,@?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B@ffffffD @C$(AUx @!4Kmy;F?ȊG@Y@@9*P@9XlD@9@9'1JI@8 +@ Dfe@*HA\͠+@ |^F?#@Y@@93Џc1U@9:"( @9̜7@80 +ߕX@8`g@?D^ ۬@0VA`a@ јx F?>P3@Y@@8QXk@8:ƭ`@9HH@83 @8C拥? QrF? Qr@@DC%@qtAO ;@!YF?ȟ@@Y@@87嶌@9YS4@9ˮ@9;Ad@9%aࡴ?DtY^@$u4$A^]a|@ Vx'F?qiC@Y@@85H@8VC@9Zh7@8i9W@8xS>?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh?D\@$rcMAO\@F?J-`@@=yGF@:kk@;[ܲ@9=%^@7P@ D@=f?sAYI$@ MBF? e@Y@@80hpb@9@9q!'F@8:`Ȅ@8&|]r?k"ɁF?k"Ɂ@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@DK̭a@ (gU{AUP%C@!0C}xF?ɅoiD@Y@@80@8K1@8&nU@8z6n@8hϥ?ɊfY-F?ɊfY-@?0̼,F?0̼,@?ffffffF@ANF@@D7Ee@+aAX݉@ ៈrF?뀝IQ@Y@@8L @@8J{ω@8@8~G@8mz+Q@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\@D.^I@CAX9UZ@ ~P)F?B؃@Y@@8Aj@8DG@84=<@8V@8lE5?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i?Dl:@]qA`Ƿ@ F??) +@Y@@8߹@8:t@9!t>>@8M*@8C@DN@I?AV 1@!'\F?iu @Y@@80߲ +@8.~@8S]`8@8|(@8}]#*^ ?333333Dݲ~.a@!3 Aa L@ÚJvF?f:@Y@@7(NjJ@7^Xx]@7)KS@7]U@7v'4@ DDSK.@~=$A_ +VM@ 2MY F?Ѣ@Y@@9ތ@9]ET@9Z@9$~}@85?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?0̼,F?0̼,@@ffffffD`yT@B/AW?/0@ ŵMF?y2@Y@@8T.j@9l@@9a6 @8yd@8 s?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?ffffffD@@Xb RAaXfl@W"TOF?,]O@Y@@7Š@83tD@8{K@+@8@L@7IO(@D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-? QrF?͵*@?333333E nf@̭,Aa5hod@z F?Xe@Y@@5e @6e +@6R<@6dXFb0<@6{ю@Dvk@`AXJ@ n}'F?Jw@Y@@8 g'p@8כ@8~AK@8jC&@8QL?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?앿ExF@37e@?F?@?D,sX+ +@ GVAX~@ U F?-b8=@!%J@ `Rh?k"ɁF?k"Ɂ@@DXIߖ@>B誥AT`0@!^VF?KhH@Y@@7tT@8ɕ@85@8}W@8s^@;:hF@9Oi@Y@ DjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?$ȟ@F?$ȟ@@@EkV@ʃvA"_si@3a:*6F?՚A_E@@/@1$ݤX@0R8@1?2@1}`4%#@;:hF@;:h@Y? QrD\@$rcMAO\@zF?[@@=S5@:pAy@;ץ|@9O@7R s0I@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\@)-F@)-@Y?F?-&t@Y@ D*'ʛ@.vQAY8?@ 8ڊF?P]@Y@@8+E@9_g@9rn*@8韪 +@8?r?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1?D;fp@MIA\Ta@ wF?g*d@Y@@9- +@97S x&@91c@8dC+@8$|@DaP}@uAUc@!D9F?եb@Y@@8lr@8>}~@8$&2@8#@8}jH?333333Es@͊roAli@=|F? 9@Y@@4[V@5v];@5h\KI@5s@5UbO?D'\{@fuA[ @ F?`kz]@Y@@9j'@9.!w@9>@84@8ݐw?E޸@]jA@}ܒF?M@@+V䢩@, ri@,Ƶx@- R#@-L(?$ȟ@D\@$rcMAO\@mxmsF? +9>@@=o @:y@;4?1@9"@7Nh?0̼,F?0̼,@? QrF?l@@ Dd%}@D\2A_7na]@ Aʆ(5F?5@Y@@9pHxEDm@9U)ڔ@9b@9 OK@8ZJ +?F?2@@ D)%IE@m?AW(@I@!AUOkF?*0@Y@@91@9^W @99@9)y@8we?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@Dz}@Hay|AGS,v@"9F?x@Y@@8ĎВ@9y_@9v`@@9ql@9pThS?E@_.gA<#@++F?@@/͙@/j @0 Od@.3@.QM@@D:.,@QޫAX$@ =MF?Ov_خ@Y@@8㝕er@9a/@9pw@8m\v@8$> @D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں@Dz}@Hay|AGS,v@"9F?x@Y@@8ĎВ@9y_@9v`@@9ql@9pThS?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@D8*S<@ƪ AXMb@ ~x@8#z@8(@8om^+@Db;_@AYNʙ@ ƋNdF?%|o@Y@@86@9!wj@9{ǚR@8:@8J? QrF? Qr@?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| @D{'@w3AWPa>H@! +axHF?VϪ@Y@@8~RJx@9Di@9]3 +˹@8B r@8KKt@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~?0̼,F?)r\@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@DzbE@ŸY'AWg8Y@!E'APF?@Y@@8+>@8TĒc @8@8t@8j.?v@DπE@þ+3!AU#7@!( F?}A5Tv@Y@@8 g-5@8J8@8;@8~^J@8k7$7l?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B?0̼,F?0̼,@?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| @ Dr@]3Aa]4C/@B qoF?{tҳ@Y@@95[@9L|@:J{@9/П@8}蚳(?Dt{>U@q+AAa ۓt@IF?5~g,@Y@@7!@8/$@8tyw @8t d@7!@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?k"ɁF?k"Ɂ@? QrF?x@?ffffffEiRë%@Aά[ @[DyF?ffffff@@+ϖ@+~]@+Y@+f@+DE:?0̼,F?0̼,@@DR7;@O+gAUǾ`@!J>8WpF?/0@Y@@9 8xG@9UVκ@9 +?ٕ@9'$v@8 +y]?ffffffEQ1H@> eA>cq}Z@ F?f@@/JRv@0$@0^2 Q@0D@14,T~?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~@/S&F@3Bom@Y?k"ɁF?k"Ɂ@?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@? QrF? Qr@?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?{[>F?ݰ![:@@ D @A`H4@ UiF? I^5@Y@@9:H@9lŸ @9ب@9<+p9@8S]2?333333E O G@rDAaȏsK-5@rfF?7 @Y@@5e*@6eaVb@6R+@@6dv:aG@6{]8@ D vdn@A OAWix@ ]"F?u g@Y@@8͕+@9vE@9aW@8AF@8|@$F@'(^)@Y@DŖ$Z;w@J%AXe +-@ mF?ZIf@Y@@8FV.[b@8)0@8b@8@8lX f1?k"ɁF?5{8@? QrF?oP}@@$F@)F '@Y? QrF?M{@?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D@<JwF@ 2&@Y?Dā@%9>AaUO@qOF?+@Y@@7()@83N/@8{2& )@8(зZ@7E$s?D'\{@fuA[ @ F?`kz]@Y@@9j'@9.!w@9>@84@8ݐw?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@DJbF?`V. +@Y@@9Uc@9Sb@9q@9'$)@8~eG@ LYt[F@Tj]k@Y?$ȟ@F?$ȟ@@?ffffffD@@Xb RAaXfl@W"TOF?,]O@Y@@7Š@83tD@8{K@+@8@L@7IO(@D8J"@PA[B@ BvF?q6@Y@@9@9.4U@9ZN@8.y@8 ?0̼,F?0̼,@?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D@DL@7UAU}b'@!2J5b6XF?vi@Y@@9g~ @9X\@9P#@9'@8hB@8I\@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?ffffffF@MAZt@Y@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?F7zu@l=@!%J@ `Rh?zSHF?zSH@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~?0̼,F?0̼,@@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?k"ɁF?k"Ɂ@@DȲ:@@2VATh@~:@!VF? K@Y@@8{׮@8H@8v@8 HG@8Ԗ;@DR7;@O+gAUǾ`@!J>8WpF?/0@Y@@9 8xG@9UVκ@9 +?ٕ@9'$v@8 +y]@Dk/4@oXoAWa[Rr1@! 4õF?ڐ +@Y@@8NJZC@9Y-@9]ܙ)@8N`@8ieP?F?@? QrF? Qr@?0̼,F?0̼,@@ D͘cWܩN@>cEAV=r.A@!!F?++%@Y@@7齡H@8^q@80@8f]@8V)u?ffffffF@G?Ҟ@?k"ɁF?k"Ɂ@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?0̼,F?n_Y+@?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=? QrF? Qr@?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?񙙙E r$`@ۑ\hAaw@/3F?bE@Y@@5e1^@6e #@6R@6d]g2@6{EU?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| @D0@wAUd2{A@!//F?\>@Y@@9 @9Y @?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?ffffffF?ffffff@Y@ Dlǽ F@ ZAT@ :@!`>F?`V. +@Y@@9Uc@9Sb@9q@9'$)@8~eG?333333ENx + +'@r8B 0@jAiF?g@@)lP7@'cb1N@)h @&$@%S[U?zSHF?zSH@@D*/G@JAY)>@ ЫfhjF?v@Y@@8?Ww@8'`@8h7W.f@8)e@8`0cn@ffffffDeP@dlBA_R!@ ?M;kF?固 @Y@@80;1 +@8 +_@9j^@8?5 ~@8y}?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey?ffffffF?ffffff@Y?ffffffF?Kbw]@@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\@Dց-t@~L[AY3L@ }oJF?% @Y@@8o6@9!ŃRО@9{:(E@8V@8I?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e@ D*'ʛ@.vQAY8?@ 8ڊF?P]@Y@@8+E@9_g@9rn*@8韪 +@8?r?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?F?@?0̼,F?0̼,@?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey?F?@?zSHF?@@D&ܝ@;2AXcK@ "F?o5J@Y@@8>~y;X@8g@80蘕@8Mu@8hs]?ffffffD@@Xb RAaXfl@W"TOF?,]O@Y@@7Š@83tD@8{K@+@8@L@7IO(@<JwF@!?/I@Y?k"ɁF?k"Ɂ@?k"ɁF?k"Ɂ@?0̼,F?0̼,@@Y2F@ Fyt9@Y@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?=]UF?Vϫ@?=]UF?=]U@?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@<JwF@!jMnG8@Y?zSHF?zSH@@$F@$@Y@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh?333333DɫS;p@ pA`!벁̩@ (΀tF?䵝yh@Y@@8 +@8B_@9G)u @8N\@8BN1~@D0@wAUd2{A@!//F?\>@Y@@9 @9Y=@!%J@ `Rh@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D@ DyX뇐@<[knA`,1@ QF?hH@Y@@9^W@@9v?'[g@:K]x@9$#R@8>Pu?E:s^@JA*@\׊ĆF?zN@@1El7@2}P=@2Fn@2*@2 葪B?D,sX+ +@ GVAX~@ U F?-b8@:BVS@9@@8L?333333E r$`@ۑ\hAaw@/3F?bE@Y@@5e1^@6e #@6R@6d]g2@6{EU?0̼,F?T@?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?{[>F?k|{@@D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +? QrD\@$rcMAO\@Az2F?冓ͧ @@=Wb)I@:^~@;ј7@9*^[@7Qk?k"ɁF?k"Ɂ@?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@ffffffD`yT@B/AW?/0@ ŵMF?y2@Y@@8T.j@9l@@9a6 @8yd@8 s?ffffffE@Py>A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@? QrF?BE@?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh?ffffffF@#tyN@@Dhk@KG&AZT7'@ s'F?갞8@Y@@8_@9$:S@9 @8^@8S@D qY@L@ sJ'F?{ 9@Y@@8}@8c @9#mqa@8l@8Ca?Dt{>U@q+AAa ۓt@IF?5~g,@Y@@7!@8/$@8tyw @8t d@7!?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?D\{ @HEjAYd}@ z.F?{@Y@@8ߔb@9jVZ@9u +@8@Nr@8;<@D`uZ@Y7huA`5@ 9v F?.S@Y@@8V4@8w(V@9"^ܱ@8v@8Cz+?k"ɁF?Jw@@Dhk@KG&AZT7'@ s'F?갞8@Y@@8_@9$:S@9 @8^@8S@ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6@DQ@Վ*AXT,k@ Aղ@ffffffDϾT@8@:uA`Ø\l @ t}@F?l̤@8w?D,sX+ +@ GVAX~@ U F?-b8*F@8y6@D0;@[|򱴻AG0 +@"wF?*EM@Y@@8;D@9 +b@9#Ǿ@9rk@9rRͧa?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@DW"@֖ +OAX:-@ 5F?#c@Y@@8 +z4@8Z4\@8,Lگ@8i𚁕_@8PK@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?D^ ۬@0VA`a@ јx F?>P3@Y@@8QXk@8:ƭ`@9HH@83 @8C拥?0̼,D\@$rcMAO\@i_F?UZQ +@@=ei@:@;-S{@9V8X@7QiD @ D:d0|@Z[ AWYO@! +>TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ @D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں@ D{26I@9Ġ AUh@!1JF?L@Y@@7iL@8k;ǀ@8,k̎@@8ul@8eI?D\@$rcMAO\@'F?@@=sP^@:H@;@9c +l@7PP@Dm*,s|@,A\'AGE "N@"F?Jw@Y@@8 +/b@9Y@@9@9o@9nؒ?k"ɁF?k"Ɂ@@ D:d0|@Z[ AWYO@! +>TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ @ D :ՌW@}VAWSm@!#dF?D@Y@@75۸@8vh @8GX@8ZNNZ@8Fع=?k"ɁD\@$rcMAO\@Z.]ϥF?k"Ɂ@@=c.E @:ޙO@;pNq@9@7Q};;@D&&[@- MAYL:.@ eF?Ib@Y@@8pbL@9 h@9z @5*k@5&h1@5G@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D?zSHF?zSH@?ffffffF?ffffff@Y@DH@o<сAYkY@ &F?q!@Y@@8B6?@8ik@8$=@8~ɒN%d@8Y+ʉ@D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +?D^ ۬@0VA`a@ јx F?>P3@Y@@8QXk@8:ƭ`@9HH@83 @8C拥?ffffffE@Py>A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh@Da @HN-+MA`QRE@ Qgk2F?\N;@Y@@93Ġ@9gx.@9>Hш@9gd@8Ɲ{?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B?$ȟ@F?$ȟ@@?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i@D˧*~@0.2AXeQf@ Z|F?v5B@Y@@7(^*@8~4ߗ@8NC@8^jc~@8E@D?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@Dŝ0@YAX~pa@ b F?$5inX@Y@@8G2˃@8B"@8W 8@@8N}@8gE=@DYO@âGAU`@!+3(F?@Y@@8|2@8: +@8ʐ }@8?@8p=l?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?F?@?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@D{%@ MAXv@ "iF?늰ȊG@Y@@7|A@8x)@8 @8Y%CF@8@ஂ?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh@ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\?ffffffF?|/Ɨ(@@D:.,@QޫAX$@ =MF?Ov_خ@Y@@8㝕er@9a/@9pw@8m\v@8$> ?zSHF?%p@?Enl/@ @+A@D^@s AW@ WgL"F?A!laR@Y@@8H\Jr7@8n@8G$@8`@8rE?ffffffF?ffffff@Y?0̼,F?0̼,@@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D@DXk@P 9AZe>@ A͗F?KHӮ@Y@@8}l@9#-@9~_ꠔ@8[S@8nV@D0@wAUd2{A@!//F?\>@Y@@9 @9Y@ >žF?哞Ր@Y@@9sߜn@9V$@9z(@9 |<@8^$?@Dģ8k@e|/AY&[d@ Щ!#F?ﲪ@Y@@8VJ.@8l@8A/Kj@8|Wl@8k"ɚ?ffffffF?ffffff@Y?k"ɁF?.D6@@ D`Un@_UA-AWS@! +mF?rGE@Y@@94ϩ@9_W@97G*@9)lM?0@8;fF?$ȟ@F?$ȟ@@?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?k"ɁF?k"Ɂ@?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~?333333D{B<@r_XA_@Ԉ@ @_];F?嬚@Y@@8a)@8.ȹ@9i{q۽@8vމ&@8y?D\@$rcMAO\@'F?@@=sP^@:H@;@9c +l@7PP?333333E nf@̭,Aa5hod@z F?Xe@Y@@5e @6e +@6R<@6dXFb0<@6{ю@ DQ׿@=A_G~@ 8}F?XOLnm@Y@@9zb(@9Yu@9DO@9 9@8H?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-@DR7;@O+gAUǾ`@!J>8WpF?/0@Y@@9 8xG@9UVκ@9 +?ٕ@9'$v@8 +y]?ɊfY-F?ɊfY-@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@DlDb@f'A]tZ'@ lUF?sBY@Y@@8vK@8%JR@9LϠڣ@8X8WpF?/0@Y@@9 8xG@9UVκ@9 +?ٕ@9'$v@8 +y]?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh?D\{ @HEjAYd}@ z.F?{@Y@@8ߔb@9jVZ@9u +@8@Nr@8;<@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@ D&Pm@QFATyj=n@!ZHF?|&V@@Y@@9ymˤ@9TN aG@9G(#B@9'( +@8]I?zSHF?@!ݠZ@?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B?=]UF?a@?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@D')@J׎A[ @ mӍF?hƒ)@Y@@9g@9'ܾ<@9U2A@9=U$P%@8sk@?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?zSHF?޸d@?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?0̼,F?0̼,@@DL B@;:sAXUe?@ -F?5@Y@@7k@8sd N(@8DFAD@8TnqF@8=R?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~?ffffffD\@$rcMAO\@a^F?[y@@=$&@:&i-7@;S"j@9|#@7O/GKX@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i@ DK뻶@3A_ [@ /pF?;Oag#@Y@@9@9^o(@9.B@9 i@8WIo@DʌKz36@3NAUVg@!;F?5_ô@Y@@8sd3@8bWhT-@8i@@8( ;@8ppDF?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?ffffffF?"[t@Y?񙙙ENWCp__@thGA5N:B@f2F?@@*ǞJI6@*aN +f@*=@*?m@* =ͤo?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?F7zu@l@ A͗F?KHӮ@Y@@8}l@9#-@9~_ꠔ@8[S@8nV?zSHF?zSH@?zSHF?3@?k"ɁF?09@@DoUQ@R~24A]p[:>@ m$SXF?v-@Y@@8.Oݹ@82@9Lzj@8*@8ws?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B?ffffffD\@$rcMAO\@wF@wu1D_@@=Xm@:+'@;>A@9^{x@7LD@Dqh%@5(AGv +.@"Զ+RF?'RT`@Y@@8@9@9@9pt]L@9o=b?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@Dz@fbS@AVɁ)@!YbAF?~Rv@Y@@8iY@9 x@9WYD@8 7@8W^@D:.,@QޫAX$@ =MF?Ov_خ@Y@@8㝕er@9a/@9pw@8m\v@8$> ?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?F?[@@D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +?Dc@NyhA]z\@ l5ڕNF?l!-w@Y@@80-@8Zb@9M-@8Oz@8w ?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| @DԚz!@ W>AAY(Q@ wF?Q@Y@@8)n@8>@8ёƠ@8uK@8U07jS?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh?ffffffF?ffffff@Y?333333DG@k `AaV=@T@lhF?⇓ݗ+@Y@@73p@83SJnls@8{Ö@8*RS5@7F2lI?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1?ffffffD"@([jAXM,@ }F?w{@Y@@8ݴ @9/6\* +@9l+$&@8= *@8 @Dz}@Hay|AGS,v@"9F?x@Y@@8ĎВ@9y_@9v`@@9ql@9pThS?E@5]\#A/%?@"Q$7F?@@,+a@,4|an@,waE@, cD@+r&6?=]UF?=]U@?DɫS;p@ pA`!벁̩@ (΀tF?䵝yh@Y@@8 +@8B_@9G)u @8N\@8BN1~?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@D."0l@doߪqAXyYR@ ! uF?g@Y@@7 |J@8mǝ5`J@87yi@8O4/@89?\B?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-@D0@wAUd2{A@!//F?\>@Y@@9 @9Y '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=@DX@ :>RAUKd0@!;ՄNF?ԀuM@Y@@96@9Wg9@9%dy@9'8@8X%?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1@ D9-P@Ç+ AVɃu;@! +F?펴cI{t@Y@@7"c@8~>1@8}^@8iԹ @8V= @DCmY@0hbEA\-$Zyf@ bF?28@Y@@8aC@8'a@9:/@8~vb@8wL@ '76F@$@Y?$ȟ@F?$ȟ@@?0̼,F?#*f@@DZ@TFRA`X @ wtSF?C]@Y@@8$X@8&V@9"GA"@8" BX@8Ccn?{[>F?֕E@?0̼,F?0̼,@?D,Sg@2TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ @ DOj@XT1AY8$QG@ HԳF?"@Y@@8v@9[8皼@9r!@8PL@8POK@DXk@P 9AZe>@ A͗F?KHӮ@Y@@8}l@9#-@9~_ꠔ@8[S@8nV?EBQI@Lw=WAv_wF?puO7@@1HքD@2r@2UϱZ@3pf@3_w@Dٳ7@bFAP r@!kFzF?ʫ\@Y@@8{a @9YUB,@96@9; OB@9$@ DcĠb @S8A_Fx@ :,F?kz]z@Y@@9xFF}@9Xl@9ٶ +,[@9ݔ\X@8܎I?D,sX+ +@ GVAX~@ U F?-b8@Y@@9 @9Y@8i@ '76F@ȝ'Óh@Y?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?0̼,F?1ǂ@@;:hF@ +/@Y@D39@+6ATQfB}w@!X&ěF?+?ײ@Y@@7yj@8=z@8=f@8N =]@8v6Ύ?ffffffF@ns`I@@ffffffD @C$(AUx @!4Kmy;F?ȊG@Y@@9*P@9XlD@9@9'1JI@8 +?333333DtB:\@)u]AZH@XǏ@ gF?꽺 +RiY@Y@@83Z@9$rG @9I =@8.( lZ@8 Y@D.8Nff@ۿhlAX@ huF?놘5@Y@@8>r@8z)N@8r@@86x@8fo2?k"ɁD\@$rcMAO\@F? A1"@@=tv@:KI@;:Qp@9`t +@7PW8@Dz}@Hay|AGS,v@"9F?x@Y@@8ĎВ@9y_@9v`@@9ql@9pThS?F?@@ DFfh@(lFA[up0@ )xk@Y@@9 @9Y@DP@@Üka[AVXbbgj@!"w0F?@Y@@8 +Aք$@8{9tVW@8o@8z,Oݲ@8eeF@DI/@G>Aa#=u@,%uF?a@Y@@8E@ؾ@8yb!@8ϣ?@8EK]#T@8 &@DdJn@RTPA`~@ w$F?(zc@Y@@8CW@8x[u@8AGc@8D4g@8 (g?=]UF?ݪ9 @?zSHF?zSH@@ D`J|M@BsoUFA_:=@ AF?岀,'@Y@@9pmC6q@9U%ϸ@9@9 g_! +@8ظ@Dl@[~o>A]XYƺ@ o +F?o@Y@@8#@85E/>@9K*W2@8:@8wq%k?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@ DjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/@DC%@qtAO ;@!YF?ȟ@@Y@@87嶌@9YS4@9ˮ@9;Ad@9%aࡴ?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?0̼,F?0̼,@@D2O@*xƴAa+)v@5EF?ѢY6@Y@@9)"@@9!S@:7)`@9+iyMn@8x2?D\{ @HEjAYd}@ z.F?{@Y@@8ߔb@9jVZ@9u +@8@Nr@8;<@D)@rAO'@! F?ɚ$(@Y@@8(O@9Y¡M@9(<@9;[@9&KJ`@Dٳ7@bFAP r@!kFzF?ʫ\@Y@@8{a @9YUB,@96@9; OB@9$@ D*'ʛ@.vQAY8?@ 8ڊF?P]@Y@@8+E@9_g@9rn*@8韪 +@8?r?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?zSHF?y@@ D̿@Nx`AY v#3@ eF?ʁ@Y@@8ʇ@9L@9pF @8 @8eT@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~@D>@L7A\A}:O@ }F?1&y@Y@@9@9C!@: l@9B]p:@8sY8?ffffffF@>K@Y?Dt{>U@q+AAa ۓt@IF?5~g,@Y@@7!@8/$@8tyw @8t d@7!?D\{ @HEjAYd}@ z.F?{@Y@@8ߔb@9jVZ@9u +@8@Nr@8; ?D,Sg@2=@!%J@ `Rh@ DKao8@B}2AWkuGj@ _U4F?y(@Y@@8ah@9tY@9aW'<@8T@8f@D&H@&gRATC@!QY4 DF? 7KƧ@Y@@8#|@8N3@8Q0@89Sn@8 @ D*'ʛ@.vQAY8?@ 8ڊF?P]@Y@@8+E@9_g@9rn*@8韪 +@8?r?0̼,F?0̼,@?E.yr@[,̵Avous@k!F?C\@@1}2@2k߫;&@2N@3`S@3F+SH?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?Erbv@[ANM@I.8o@@DƏ Q@?jΥAX|̻@ ظ*=F?2P]@Y@@89h@8`@8=@8@8a?$? QrF? Qr@?񙙙Enl/@ @+A@D@ıR{wgAT>@!N+F?:@Y@@7,M&@8V @8eпN@8@8r$H?=]UD\@$rcMAO\@51F?GX(@@=CK3@:鎘@;K4@9ʪ=v@7R>/?ffffffF@ +.]]@@ D&Pm@QFATyj=n@!ZHF?|&V@@Y@@9ymˤ@9TN aG@9G(#B@9'( +@8]I?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?$ȟ@F?$ȟ@@?D%-@ةiAZ~@ a@UF?[l7`]@Y@@9 @9'%W@9$J@8gj@8X7O@<JwF@ ή0@Y@DѿI@k}A]t ?]@ lF?s@Y@@8q3j@8#")8@9L@8o|@8w1<@D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +@ DJ@E=,AY89ʴ@ FҾF?*c@Y@@8ܖ@9[1@9r"Y@8 J@8,y?0̼,D\@$rcMAO\@wf4&dF?%Z'@@=g@:@;{'@93O@7QWԎ?E@_.gA<#@++F?@@/͙@/j @0 Od@.3@.QM@?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1@DǏQY|@© i/|AWZx61E@!g@F?6P%@Y@@8*kڭ@8:)@81>@8X +@8j6{ ?D\@$rcMAO\@'F?@@=sP^@:H@;@9c +l@7PP?D\{ @HEjAYd}@ z.F?{@Y@@8ߔb@9jVZ@9u +@8@Nr@8;@ A͗F?KHӮ@Y@@8}l@9#-@9~_ꠔ@8[S@8nV@ DeVm!9@ͽΊ^AUhd@!0=%F?̍2#@Y@@7bG.@8zD?@8j $@8aՄ@8Tص9I?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| @DǂG 1@ØOxAU&żT@!@PVF?i/n@Y@@8)n){@8s@87=a@83WyI@8~T1@<JwF@<Jw@Y?k"ɁF?k"Ɂ@?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?앿ExD\@$rcMAO\@J~F@N~N@@=τH@:dd&@;79@8F@7L?4Jc?ffffffDzLv@ډzAaY!@ނGwSF?ohی@Y@@7@83Ù$@8| &|@8NBR@7LC@84@8ݐw?ffffffF@g[>7@@ LYt[F@'NΚ,@Y?F? ps@?ffffffDjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?ffffffF@ r9m@@D8@\vAaTG$@`oF?\$_@Y@@9ܺW@9fv@:z:4%@9/ +B(@8!4:?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B?zSHF?zSH@?k"ɁF?k"Ɂ@?Dݲ~.a@!3 Aa L@ÚJvF?f:@Y@@7(NjJ@7^Xx]@7)KS@7]U@7v'4@DCh@?5?A]R[[hgA@ pJ JF?畕f@Y@@9m@@9Ť<@:~mp0@9KD@8r( +@;:hF@$LD|@Y?D^ ۬@0VA`a@ јx F?>P3@Y@@8QXk@8:ƭ`@9HH@83 @8C拥?D,sX+ +@ GVAX~@ U F?-b8 '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?333333E nf@̭,Aa5hod@z F?Xe@Y@@5e @6e +@6R<@6dXFb0<@6{ю?k"ɁF?TE@@ DV5n@#AY6B@ pW#F?ᛐo@Y@@8羂h@9Rֆ@9r9@8院:@8o9@ D7y@,Gޫ-A_YR@ >U +F?1zN@Y@@9s@9V`@9o re@9 wnVlD@8\H?$ȟ@F?$ȟ@@?ffffffF?KW@@ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6? QrF? Qr@?333333F7Fs/{@0?*wBx^6?sC4tF?`A7K@@!1~b@ PmYm@ *!@L@1e/@D{'@w3AWPa>H@! +axHF?VϪ@Y@@8~RJx@9Di@9]3 +˹@8B r@8KKt?ffffffD@@Xb RAaXfl@W"TOF?,]O@Y@@7Š@83tD@8{K@+@8@L@7IO(@ D7̗@Io^A\ꓶ@ GF?cOI@Y@@9-x@97yf@9B9K!@8|m @8'mU+@)-F@)-@Y?ffffffF?ffffff@Y@DX7VN@ ;D-A[E[`@ c+F?V@Y@@9<@9=@9cK@9;ud##@8.w,?k"ɁF?k"Ɂ@?333333D{B<@r_XA_@Ԉ@ @_];F?嬚@Y@@8a)@8.ȹ@9i{q۽@8vމ&@8y?E@5]\#A/%?@"Q$7F?@@,+a@,4|an@,waE@, cD@+r&6?333333F}]@X B/?o1F?0H@@@! 6Q@ f@ ;\@ 4~5@$qy?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| ?E_A\@ϱ*A"i'in@ b,F?@@/ܼO@/iB1@0*i@.`졏@.P=W%?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1@DN*F@rAX@ rF?땿Ew@Y@@8}@8!1M4@8lTb@8am?c@8G,pT@ffffffD`yT@B/AW?/0@ ŵMF?y2@Y@@8T.j@9l@@9a6 @8yd@8 s?$ȟ@F?$ȟ@@?ffffffF@ EaF@Y@D8Ù\-7@[`A[)@ MF?r[T@Y@@9A)u@9.0u@@9v@8@8͈?zSHF?)Zl] @?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@DXk@P 9AZe>@ A͗F?KHӮ@Y@@8}l@9#-@9~_ꠔ@8[S@8nV@ffffffD`yT@B/AW?/0@ ŵMF?y2@Y@@8T.j@9l@@9a6 @8yd@8 s?zSHF?zSH@@D-C@H@! +axHF?VϪ@Y@@8~RJx@9Di@9]3 +˹@8B r@8KKt?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1?0̼,F?0̼,@?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?񙙙D@T +A`|wx@ s)F?'RT`e@Y@@8ChCD@8xCs@8M]P!@8D'@8 c?E@_.gA<#@++F?@@/͙@/j @0 Od@.3@.QM@@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=@<JwF@%Б}k@Y?ffffffD@䃋_AaYh@ކW=F?⁃do@Y@@79F8D@83 @8|@8Mt@7L }V?k"ɁF?k"Ɂ@?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@D . @)"AUӟڹ5 +@!3aF?@Y@@9f&G@9Xz3@9!v@9'3Smy@8e;@ DfU@úU7VAV8G@! cF?c^t)@Y@@7sR`@8+wW߿@8@8g[tN.@8S,>@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| @Y2F@qǗ@Y@DɳV5@ @AWf@!opF?¤T@Y@@8D'!@8]4@8pm9H@8u) @8\΄@Dٳ7@bFAP r@!kFzF?ʫ\@Y@@8{a @9YUB,@96@9; OB@9$@D0@wAUd2{A@!//F?\>@Y@@9 @9YtF?sg@Y@@8hp2@8㫔@9L>x@8Y?@8wT@Dłt۴n @SAXd?d‰@ 1(F?4Ck'@Y@@8GjX@8Q@8Q#mY@8Jξ@8l ?F7zu@lF?*Ch@@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?ffffffF?ffffff@Y?ffffffF@%@Y@D T}@@+xc8A`c#@ آF?>6z@Y@@8AW2@8wu@8z$@8D(q@8 {|¤?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?ffffffF?ffffff@Y?0̼,F?B|V@?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?ffffffDz[~@yvA]߫wǸ@ beAF?a=1@Y@@8b5(j@8@8Bl@8si-@8AB&V@Dց-t@~L[AY3L@ }oJF?% @Y@@8o6@9!ŃRО@9{:(E@8V@8I@D:@GA'AZk KZ@ bF?}3@Y@@9 @9}"4`@986@99}DԒ@8HE?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@<JwF@!\@Y@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D@ D*'ʛ@.vQAY8?@ 8ڊF?P]@Y@@8+E@9_g@9rn*@8韪 +@8?r@DHe?@Sov;A_hJ #@ =*c1F?v@Y@@8 jC.@92W@9l%6@8}l@8y:-1?ffffffF?ffffff@Y@DHe?@Sov;A_hJ #@ =*c1F?v@Y@@8 jC.@92W@9l%6@8}l@8y:-1? QrF?젧@?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i?zSHF?zSH@?k"ɁF?k"Ɂ@?񙙙Dl:@]qA`Ƿ@ F??) +@Y@@8߹@8:t@9!t>>@8M*@8C? QrD\@$rcMAO\@ ! NF?g^Q@@=Wust@:B@;ػ -@9-, @7Q;س@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D?F?@? QrF? zdJ,@@DTA @P]jAXQU<@ gpF?D@Y@@7$\@8tv>^V@83Ƶ@8U^ @8?Vw@DF{TTn@^8hAV1%Vm@!"kBF?98qa@Y@@89b.@8)@8@8Q@8SL?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey?0̼,F?0̼,@@DXk@P 9AZe>@ A͗F?KHӮ@Y@@8}l@9#-@9~_ꠔ@8[S@8nV@DXk@P 9AZe>@ A͗F?KHӮ@Y@@8}l@9#-@9~_ꠔ@8[S@8nV? QrF?e%@?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1? QrF?U +@?{[>F?{[>@@Dj$@sA\S{z@ 6uF?Ë`@Y@@9(53@95*ۧ@9zU,@8@dL@8Ȩ@ D7sNw@$AƇAW('@ A+F?6C-@Y@@8t!W@9ď>@9d.[aw@8u.@8+{mR? QrF? Qr@?D^ ۬@0VA`a@ јx F?>P3@Y@@8QXk@8:ƭ`@9HH@83 @8C拥@D0@wAUd2{A@!//F?\>@Y@@9 @9Y '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?=]UF?ğס@@DL`B@wAj}@:-k oF?R4@Y@@5?NJ@6yMV,@6Y@6b'F@6V}:@D{'@w3AWPa>H@! +axHF?VϪ@Y@@8~RJx@9Di@9]3 +˹@8B r@8KKt@Dٳ7@bFAP r@!kFzF?ʫ\@Y@@8{a @9YUB,@96@9; OB@9$?ffffffF?ffffff@Y?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@DɆ@Þc!2AU.QLD@!(EbymF?wFze@Y@@8G@8 u1H@8Ȁu@8^@8nD=)@DO@.A[vN?ܣU@ i%F?wd:@Y@@9BW/@9>Cl@9@9<@8[f?0̼,F?0̼,@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?0̼,F?0̼,@?EXˢ@J oA&@kw,F?333333@@-@-9](@-$H@,@,"jp?ffffffF?l{Ž@Y@DOz@`]1|YAG(+@"FCF?:@Y@@8 &@9^/H@9)S@9s/ E@9rB?=]UF?u`@@D紂^@q^AOdZU@!p F?#x @Y@@82N@9Ya3'@9̚@9;ø@9&h9?k"ɁF?k"Ɂ@@Dn@y*zAOϵK^I@!Y~F?1P@Y@@8[@9Y- @9i@9<J@9&$(?$ȟ@F?$ȟ@@@D0@wAUd2{A@!//F?\>@Y@@9 @9YH@! +axHF?VϪ@Y@@8~RJx@9Di@9]3 +˹@8B r@8KKt@D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +?F?@?ffffffE­l@{iDA&6g@'tF?l"h ԕ@@/ ~v@0}%Tu@0jZ] @0;ܽ@0 lCD?0̼,F?0̼,@?ffffffF?ffffff@Y@DC%@qtAO ;@!YF?ȟ@@Y@@87嶌@9YS4@9ˮ@9;Ad@9%aࡴ@D@T +A`|wx@ s)F?'RT`e@Y@@8ChCD@8xCs@8M]P!@8D'@8 c?ffffffDjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/?0̼,F?0̼,@?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?F?΍,@? QrD\@$rcMAO\@ ]]F?if*D@@=W\[0w@:D@;ؼG\=@9-@7Q.,@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=@DG@zlAZN@ ]^F?HK@Y@@9~!h@9ze@9ʉ_@97 q@8,O@ffffffD_};.@aJo A_V˔&7L@ >$F?9m @Y@@8f6%@8)A@9jn6@8_&PY@8yh&?ffffffF?yv.@?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?$ȟ@F?$ȟ@@@D3@X:TA^Yl +@ V׻aÀF?K@Y@@9ߘ:y<@9_@:4=@9Tic@8j@D{@vAYfl?iW\@ MF?5@Y@@8hGPM@8k@9̱@8lû@8rcj(?F?@?zSHF?وzd@?333333D@T +A`|wx@ s)F?'RT`e@Y@@8ChCD@8xCs@8M]P!@8D'@8 c?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@DG*n@cdCAT@!NHPG@Y@@9 @9Y@Y@@9 @9Y@9L@8So@8wP\?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh@DR7;@O+gAUǾ`@!J>8WpF?/0@Y@@9 8xG@9UVκ@9 +?ٕ@9'$v@8 +y]@D%3zl@`/ڒAT?@!O~[F?q@Y@@8 Yq{@8 s@8@ϊ@8]6@8|lEJ?D,Sg@2TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ ?0̼,F?p@?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e@$F@)=nY@Y@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=@D:.,@QޫAX$@ =MF?Ov_خ@Y@@8㝕er@9a/@9pw@8m\v@8$> ?k"ɁF?k"Ɂ@?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh@Dk/4@oXoAWa[Rr1@! 4õF?ڐ +@Y@@8NJZC@9Y-@9]ܙ)@8N`@8ieP@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں@D0@wAUd2{A@!//F?\>@Y@@9 @9Y=@!%J@ `Rh?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@)-F@-VC@Y?D@T +A`|wx@ s)F?'RT`e@Y@@8ChCD@8xCs@8M]P!@8D'@8 c@ D_8@qqAWZWȟ@!O.3F?lC@Y@@8Jh@8[KLK@8N@8z t[ @8a.@D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +?E ,J@+2{0A?E(@_wkfF?6;%o@@1d9z@2VjD[@2\v@2sU\"@2a?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?k"ɁD\@$rcMAO\@UGF?K@@=w{QϬi@:`HbH@;@9I1@7P ?Ej{\:@-F?Ѣ@@.)=O@/+y@/MUG@/1@0A6C@D/r3c@GAXF@ K#bOF?p:@Y@@7s@8}6RF@8'@8]S:Bà@8DYRxx?333333ET,o@YrAaVUM@h@F?ŬGH@Y@@5ټc@6&@63@6)i@6KV?ffffffDi@:QAWP@ 4F?fWx-@Y@@8΃@9z@9bK F|@8Vu@8hL@1;.F@%Xe+@Y@Ds1a ]@mAV_@!ldF?ם +gb@Y@@8*6@84h@8h.yp@8-/@8t:bB@DȈ3@¦7ޘsAW<@ XF?S#@Y@@8-U@8z@8Ȣe@8y)u@8^bU@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D?k"ɁF?k"Ɂ@?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey@DȅQXR@f =1AV ,@!& hF?eK@Y@@8os@88&@8>v &@8]@8sb @ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6@Dhk@KG&AZT7'@ s'F?갞8@Y@@8_@9$:S@9 @8^@8S?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@;:hF@!ٱ@Y?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e@DR7;@O+gAUǾ`@!J>8WpF?/0@Y@@9 8xG@9UVκ@9 +?ٕ@9'$v@8 +y]?F?@@ D6@ćyAUZ@!:e&~F?,zxl"@Y@@73{]@8<މ@8=V~@8s@8d͋!U?F?@?0̼,F?0̼,@?$ȟ@F@ 6z@?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?EKz{۶v@קʅAn^@Bpo F?p*@@3O+@4vY*@4w.M@4Ƕ@ @50*83d@ DF`@ü6AWh}O;5@ %^F?\(@Y@@7r@8rqY@8y@8U @8A@ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6?E_I8@9v A}Py)`u@vF?B9C@@1*@2wPGt@2+_|@2XF@2ݽ&?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B?E_A\@ϱ*A"i'in@ b,F?@@/ܼO@/iB1@0*i@.`졏@.P=W%?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1?333333DtB:\@)u]AZH@XǏ@ gF?꽺 +RiY@Y@@83Z@9$rG @9I =@8.( lZ@8 Y?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh@D{!@yׅAV5B% @!!lF?41@Y@@8;z@8PiDV@8:@8}Z@8F75?k"ɁD\@$rcMAO\@U) F?hE@@=wE@:b/@; @9F;S@7P?ffffffDjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1?0̼,F?]MD+@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@ D R@cdCAUMؖ@!00;F?uO7v@Y@@7!1@8 @8e"t@8oQB@8`!@DHe?@Sov;A_hJ #@ =*c1F?v@Y@@8 jC.@92W@9l%6@8}l@8y:-1?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@? QrF? Qr@?ffffffD"@([jAXM,@ }F?w{@Y@@8ݴ @9/6\* +@9l+$&@8= *@8 @ DAioL@o"h&A` 0j]@ n1.F?KC@Y@@9G@9q!;iw@9m=v@9 f^D@8ɮ?ffffffDc@NyhA]z\@ l5ڕNF?l!-w@Y@@80-@8Zb@9M-@8Oz@8w @D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?D%-@ةiAZ~@ a@UF?[l7`]@Y@@9 @9'%W@9$J@8gj@8X7O?333333EA ng@m@2A ^@#sżF?[[@@*5uC%@('@)M> @'J@&@D8J"@PA[B@ BvF?q6@Y@@9@9.4U@9ZN@8.y@8 ? QrD\@$rcMAO\@E`F?2@@=UkSt@:C@;8dLT@9=@7QD?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?ffffffF?jڋ1@Y?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i?ffffffF?ffffff@Y?ffffffD\@$rcMAO\@zF?Q&@@=<_p@:"Lk@;Au8@96ID`@7O`|R@ D4@a@sAXC'0@ 4 F?ʖ@Y@@8 @9Ms^<@9e}@8,D'@85?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?$ȟ@F?]o/,@@<JwF@<Jw@Y?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh?Dt{>U@q+AAa ۓt@IF?5~g,@Y@@7!@8/$@8tyw @8t d@7!@;:hF@;:h@Y@;:hF@J J+@Y?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B@D>7@]MA]sR[[@ l(4F?tSMj@Y@@8`5@87 L@9Lۦu@8ɧhv@8wD?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?ffffffDz[~@yvA]߫wǸ@ beAF?a=1@Y@@8b5(j@8@8Bl@8si-@8AB&V?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@ D󌑇@*SAXa@ VE-F?X%[\@Y@@8@97w@9e?@8D@8^@DR7;@O+gAUǾ`@!J>8WpF?/0@Y@@9 8xG@9UVκ@9 +?ٕ@9'$v@8 +y]?k"ɁF?k"Ɂ@@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\@D0za@w9-A]o\8@ mF;tF?x?G@Y@@8E[@8c3 + +@9L%A`@8>̤@8w@ffffffDbLKa@b= A_TZ/@ ? OjQF?XdE@Y@@88@8#=@9jќ5b@8Q@8y P0?F?@?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1?=]UF?nEWZ@?ffffffF?ffffff@Y?EXˢ@J oA&@kw,F?333333@@-@-9](@-$H@,@,"jp?񙙙D@T +A`|wx@ s)F?'RT`e@Y@@8ChCD@8xCs@8M]P!@8D'@8 c?0̼,F?D&5@?333333EhlzK@on2Ae:!@VquF?{ 9&B@@3x+@4z@4+cN@45n@4౫@D"<@HQۗA]3@ g|LyF?;K@Y@@9+|@9p$@:%|g@9N_4b@8̕ ?0̼,F?0̼,@?ffffffF@MM@@DHW@GQdA]nhL{@ m^9'F?yP@Y@@8i@8@9Lyj@8 @8w趂?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?0̼,F?0̼,@?Dt{>U@q+AAa ۓt@IF?5~g,@Y@@7!@8/$@8tyw @8t d@7!@ Dr3ӭJ@$ AWռv@ G$5ָF?7!<@Y@@8p[f)@9@9d+3@8\@8,&%@ D&Pm@QFATyj=n@!ZHF?|&V@@Y@@9ymˤ@9TN aG@9G(#B@9'( +@8]I?{[>F?գz@@ LYt[F@ǟ@Y?E@_.gA<#@++F?@@/͙@/j @0 Od@.3@.QM@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@D^d'@s$A]+Ճ4@ s쯱 F?缾a@Y@@9B=KK@9 B/@:pJ@9I@8bᧀ@DM#{@6$AXC3@ 'F?,d@Y@@8nA@8q@8I@8eY8@8LF?zSHF?zSH@@D+H!K@62AY0m(@ Ʉ4IF?D ^@Y@@8ZO@9 lI<@9z?B~0@8^ʿ +@8{?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:? QrD\@$rcMAO\@8HF?1B+@@=S&<:@:q9&ؓ@;׭x"@9N@7R9 ?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?񙙙Enl/@ @+A?0̼,F?0̼,@?0̼,F?0̼,@?0̼,D\@$rcMAO\@vFN F?@@=g!3@:ͷ@;sVЀM@9)$.@7QX@Y2F@f@Y?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@ffffffD0 @M%ͣA]gڶ@ nF?ﲫ@Y@@8n +{@8>@9L@8So@8wP\@ffffffDR g@b[TAYmMH7@ ;VF?v @Y@@8B@9 +[@9uH@89,t@8'd?ffffffF?ffffff@Y?zSHF?zSH@?ffffffD@䃋_AaYh@ކW=F?⁃do@Y@@79F8D@83 @8|@8Mt@7L }V?ffffffD"@([jAXM,@ }F?w{@Y@@8ݴ @9/6\* +@9l+$&@8= *@8 @$F@$@Y@ DX>Y@FƦA`(=e;t@ 'wmF?䩼K@Y@@9"Q@9cj]@9/@9EԒuz@8[@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?ffffffD"@([jAXM,@ }F?w{@Y@@8ݴ @9/6\* +@9l+$&@8= *@8 @ D%i<@3AXcƨn-@ pF?&q@Y@@8ӟv>@9CEIZ@9ewg@8(Q_@8xxrH@ffffffD]r(@_+A_XF@ >Ÿ=F?l oTL@Y@@8ªN@9L@9k/g@8l02@8yƢ@D#)%@*"AZ;Neb@ 4F?+@Y@@8a^k@8u@8&{7@8|j@8em=~!@D? +iW@&*Aae@.:0F?27@Y@@8G;ym@8z@g2@8+@8E$a@8 .73? QrF?@<01@?k"ɁF?k"Ɂ@@1;.F@%4ȟ@@Y?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| ?F?@?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey@D@ė@&S A]UF-@ oahF??@Y@@9Q@9 %@:ѻ@9KcV@8Ms?ffffffD"@([jAXM,@ }F?w{@Y@@8ݴ @9/6\* +@9l+$&@8= *@8 ?D%-@ةiAZ~@ a@UF?[l7`]@Y@@9 @9'%W@9$J@8gj@8X7O@<JwF@'RT`e@Y? QrF?LcA \@?F7zu@lF?}ke@Y@@8\ً@9վ@9wNa@8@8۩u@Y2F@ B@Y?ffffffF@$R@?333333DG@k `AaV=@T@lhF?⇓ݗ+@Y@@73p@83SJnls@8{Ö@8*RS5@7F2lI?D,sX+ +@ GVAX~@ U F?-b8Id&@ gATNIT@!YIiU)F?1o6@Y@@7RH@8S<@8kF@8}5q@8q~?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?ffffffDjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e@ DBZt@g#}A`Q@ kF?PH@Y@@92Ld@9m[ @9_ +Qr@9{E@8m,-X@ LYt[F@Crq7@Y?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?333333D~A @ 4UAYBtH d@ :kVF?@Y@@8蝿@9N@9sk툈@8@8j-?333333D*@ȯ~KAY?~ @ >F?}ke@Y@@8\ً@9վ@9wNa@8@8۩u?ffffffF@M3H,@Y?zSHF?zSH@?ɊfY-F??=@@Dz}@Hay|AGS,v@"9F?x@Y@@8ĎВ@9y_@9v`@@9ql@9pThS@DR7;@O+gAUǾ`@!J>8WpF?/0@Y@@9 8xG@9UVκ@9 +?ٕ@9'$v@8 +y]?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B?0̼,F?0̼,@@/S&F@3̷D@Y?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| @ D倦{@v|A`{7h@ L{F?>BZ@Y@@9 Nx@9o0"x&@9xH@9p@8 Nn?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼? QrF?ϑ@?EKZX@[:kAwTHլ@&F?zN@@1U<@27A=@276'f@3z;Z@3b5!?k"ɁF?k"Ɂ@@ LYt[F@TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ @D¨0B@mAXC@ !F?&x@Y@@8$q3@8,@8E_@8o3\l@8UB{?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?k"ɁF?k"Ɂ@@Dn@y*zAOϵK^I@!Y~F?1P@Y@@8[@9Y- @9i@9<J@9&$(@D +/@ HLxA_ J@ :0rF?jfB@Y@@:ii/[@9IV4@:M@9`aVp@8Tu?Dj#s(@zVAaMwz@4rF??z@Y@@7[Ӂ@8/xA7@8u#,':@8/@7Ak@Dmz@ܔBAT?r@!G0F?ﲀ,'@Y@@7Б&@8z987i@8|@8uF@8hX@DXk@P 9AZe>@ A͗F?KHӮ@Y@@8}l@9#-@9~_ꠔ@8[S@8nV?zSHF?zSH@?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| ?0̼,F?0̼,@@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D@Dʲm@>qAUK\@!AH(F?t[ @Y@@8ch@83g@8I⬨@8SJ{1@8r&@ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6?zSHF?zSH@? QrD\@$rcMAO\@*^wF?|D~@@=Qi[@:e,@;B@9\R@7RD?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@Dhk@KG&AZT7'@ s'F?갞8@Y@@8_@9$:S@9 @8^@8S?zSHF?zSH@@D6.)O@6?A[G@ HnF?oTK:@Y@@96p@9.F@9&#@8-2@8ߚ#@DPRm@AAWɰyj@ ̓F?hJ@Y@@8=L_-@8ɒ@8>X3@8qn@8W+y@D0@wAUd2{A@!//F?\>@Y@@9 @9YH@! +axHF?VϪ@Y@@8~RJx@9Di@9]3 +˹@8B r@8KKt@D0@wAUd2{A@!//F?\>@Y@@9 @9YlLY@Y@@8ċ?@9h|F@9[@b@8.t@8/?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?ffffffD@@Xb RAaXfl@W"TOF?,]O@Y@@7Š@83tD@8{K@+@8@L@7IO(?D^ ۬@0VA`a@ јx F?>P3@Y@@8QXk@8:ƭ`@9HH@83 @8C拥?333333E nf@̭,Aa5hod@z F?Xe@Y@@5e @6e +@6R<@6dXFb0<@6{ю@DR7;@O+gAUǾ`@!J>8WpF?/0@Y@@9 8xG@9UVκ@9 +?ٕ@9'$v@8 +y]?$ȟ@D\@$rcMAO\@;;#F@S}OU@@=4@:r b@;5kV@9ATo@7N]c;@DJ @BVEߢAX%.F@ `OzF?ulv@Y@@81Vw@8Z@8z3@8מ@8dQ_@<JwF@"灃@Y?k"ɁF?C9:1@? QrF?{˳@@Dǿ=s@üƈAT @!FMF?߹8R@Y@@8&9@8 @8݊"@8R[*4@8*|@ Dj @@~AX2hZ@ %F?+ J@Y@@8x)G@98l@9e|a@8%.C@8ĺI?0̼,D\@$rcMAO\@)3F?썀CRe@@=kR/@:%@;I?%?@9@7Q:[r? QrF?X#2@?k"ɁF?k"Ɂ@@DLl@yXXAOj9R@!ށ ]F?&Ԁu@Y@@89@9YQ@9azr@9< g@9& ?0̼,F?iH@@DÀ @ƒӡ +yAXd@ 5(>lqF?I< +@Y@@8yy5@89\@8;z@8r3@8V3g@@D@z\j @» 3gAXwT(D5@ l@!6yGF?ߤ@@Y@@91j@9X,@9N@9')(@8Wp x?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1?333333DɫS;p@ pA`!벁̩@ (΀tF?䵝yh@Y@@8 +@8B_@9G)u @8N\@8BN1~@ffffffD`yT@B/AW?/0@ ŵMF?y2@Y@@8T.j@9l@@9a6 @8yd@8 s?EI0W2@ג{o)Ancۃ@!8=\F?@@3)`@4[@4Qj @4[`U@5 JR?$ȟ@F?$ȟ@@?ffffffD@@Xb RAaXfl@W"TOF?,]O@Y@@7Š@83tD@8{K@+@8@L@7IO(?k"ɁF?k"Ɂ@?0̼,F?\tu@?zSHF?zSH@@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e@)-F@.׹`H@Y?k"ɁF?k"Ɂ@@)-F@)-@Y?ffffffF?ffffff@Y?{[>F?%ʔ@?333333F% @Ėz]/AZƹ%@̭$[F?iu @@!5g |/@!ꃬȤ@!i AXy40@ F?a(9.@Y@@7 $@8|Ly)[b@8ޞC@8\B@8D&??ffffffF@ 1)@?DkN@aTj@!NkͨF?BE@Y@@9 +ܞ@9U[Kj@9xԨ@9'6re}a@8Ɏ@D%g@ýhAUQW@!+\F?@Y@@8z,@8#7^I@8ŋ}P@8bQ7v@8m5?ffffffF?ffffff@Y?$ȟ@F?$ȟ@@@ffffffDR g@b[TAYmMH7@ ;VF?v @Y@@8B@9 +[@9uH@89,t@8'd@DhN@"c,AGVdz@"9 F?z$LD@Y@@8{g@9(o4@9aun%@9oFh?hC@9m@)-F@)-@Y?ffffffF@m@?$ȟ@F?|p@@DŃ@—(JzlAW!d>@! + +!F?&f@Y@@84cO@8L5@8'Z]@8a@8qCW?k"ɁD\@$rcMAO\@Y 2F?Na@@=sK@:I͜@;,BndZ@9a0@7Ph׹?0̼,F?0̼,@?Enl/@ @+A? QrF?4@? QrD\@$rcMAO\@FZF?,Q,B~*@@=Vط&@:@;؏Mۢ@92@7Qx`@D +y@fA]s%|m~@ lWF?t}^_1@Y@@8\I@8ӽ5@9L`oN@8ч^@8wwZ?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh@ DgQ@)c[A_]OF/x@ >?RF?np@Y@@9t1W}@9V @9ֲ3+@9 2@8g 5?ffffffF@ 4B-@Y?D%-@ةiAZ~@ a@UF?[l7`]@Y@@9 @9'%W@9$J@8gj@8X7O?ffffffF@/y@?ffffffD{v@mJ_AT>#:@!PzF?Ms@Y@@9‚@9U!FCF@9'2@9'D[@8KL]@ D:d0|@Z[ AWYO@! +>TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ ?ffffffD{v@mJ_AT>#:@!PzF?Ms@Y@@9‚@9U!FCF@9'2@9'D[@8KL]?=]UF?N70@?$ȟ@F@ 0L@@Dd%@CO AXǪl@ ژW6F?Ho~@Y@@8@sk'@8F@8挗x@8 I@8eT]E?0̼,F?0̼,@?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@Di~@M޸AUG^P>@!@8hB@8I\?{[>F?ٵ@?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh@ DjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/?0̼,F?0̼,@@Dz}@Hay|AGS,v@"9F?x@Y@@8ĎВ@9y_@9v`@@9ql@9pThS?{[>F?{[>@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?D,Sg@2F?؉qU@?zSHF?zSH@? QrF?fA}x@@ D*'ʛ@.vQAY8?@ 8ڊF?P]@Y@@8+E@9_g@9rn*@8韪 +@8?r?E@5]\#A/%?@"Q$7F?@@,+a@,4|an@,waE@, cD@+r&6?k"ɁF?k-@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?F?@@Dƕ~B@BJAW36K@ ;HF?Ie@Y@@87f{@8;@8᧯ @8dt@8jzF@D:.,@QޫAX$@ =MF?Ov_خ@Y@@8㝕er@9a/@9pw@8m\v@8$> @D{'@w3AWPa>H@! +axHF?VϪ@Y@@8~RJx@9Di@9]3 +˹@8B r@8KKt?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e? QrD\@$rcMAO\@_D;F?q5O@@=dc@:΂c@;۠H@9Vף@7Qv?0̼,F?0̼,@@DHe?@Sov;A_hJ #@ =*c1F?v@Y@@8 jC.@92W@9l%6@8}l@8y:-1?D%-@ةiAZ~@ a@UF?[l7`]@Y@@9 @9'%W@9$J@8gj@8X7O@Dٳ7@bFAP r@!kFzF?ʫ\@Y@@8{a @9YUB,@96@9; OB@9$?EƣHg@Ҝ6AIݤ{@?p݅F?@@,ah@,O8L@,Yi}@,(*s@+ ƞ?ffffffDjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/?FnCâ @?.B!?ižF?@@'.lKJ`@#'1@%)DI@!K@ `jCiN?333333Dݲ~.a@!3 Aa L@ÚJvF?f:@Y@@7(NjJ@7^Xx]@7)KS@7]U@7v'4@<JwF@@Y@Dų;l!@ECvyAW_;s~@!uJF?|@Y@@8BEyә@8Hlv@8Y@8Wf.@8vOI{k?D,Sg@2F?Ցf @?Dt{>U@q+AAa ۓt@IF?5~g,@Y@@7!@8/$@8tyw @8t d@7!@D8Ù\-7@[`A[)@ MF?r[T@Y@@9A)u@9.0u@@9v@8@8͈@ DJ@E=,AY89ʴ@ FҾF?*c@Y@@8ܖ@9[1@9r"Y@8 J@8,y?D!@.NtAa5@Ț]=F?P3:~@Y@@7&3o@74^y(@7ѳ4@7mb@7v7)|v@$F@$@Y?zSHF?zSH@?ffffffF?ffffff@Y?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey?{[>F?{[>@?ffffffF?թ t@?k"ɁF@UgUy@?ffffffDjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?ffffffF?ffffff@Y@ D'c@u&^A][ߦ@ w}^F?>P3@Y@@99`@9 ?zSHF?zSH@@ Dƃ@F߮u=AWƤ3@ PwyF?ae@Y@@88|@Y@81@8= f@8+TE@8l*WS?0̼,F?0̼,@?E r$`@ۑ\hAaw@/3F?bE@Y@@5e1^@6e #@6R@6d]g2@6{EU?0̼,F?0̼,@@ LYt[F@ٯ߃@Y?ɊfY-F? |@@ffffffD`Ɛ7d@aՄ_A_U.S@ >vO|F?+j@Y@@8TKi@8q܊+@9j@8ZqY7@8ym6 ?0̼,F?0̼,@?F7zu@l=@!%J@ `Rh@D f@,=A]pp@ m:<0F?wkP@Y@@8{&@8t|@9L3 @8u1M@8w r?ffffffD/Nm@VvAU}z,@!8FfF?ﵲK@Y@@8@9@9N;@8KΚ@8 YZ2?k"ɁF?k"Ɂ@?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-@D/Rz@^Q|SAX:|@ ޸YfF?u%F +L@Y@@8>~Ň@8av|@8?x@8ŷd@8e•$@De.(f@<0AT[bA@!OOF? @Y@@8E^@8Ǐx@8w?@8F)ss@8YGPl?k"ɁF?k"Ɂ@?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?{[>F?{[>@@Dz}@Hay|AGS,v@"9F?x@Y@@8ĎВ@9y_@9v`@@9ql@9pThS@D|eoK@TueAX +'@ Z:F?3zN@Y@@7<Ȏ@8gzVI@8we3@8HA!@82@ D&Pm@QFATyj=n@!ZHF?|&V@@Y@@9ymˤ@9TN aG@9G(#B@9'( +@8]I?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?zSHF?zSH@@D @yYyA\3J@ `/F?jܱF_@Y@@9@#8!@9Eq@:KM@9Dvq{K@8%?ffffffF?ffffff@Y@ LYt[F@O?k"ɁF?k"Ɂ@?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@=-@:srp@; $?A@9n<@7P>,ǝ?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@D&]yI@]VGA]gĆ1@ nF?;@Y@@8lW@8Rz@9L_0@8:x@8wUQ?ffffffF?ffffff@Y@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@Dc /R@A]iZd@ m;F?~LX@Y@@8Ɉ#1D@8p@9L& !@8%x@8wHS+?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@ D:d0|@Z[ AWYO@! +>TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ @D%@v3XA]pc6@ m(=OF?vݬ@Y@@8*@8@9L:k@8~m@8w3 @DjCv@ 5AXWci@ ꧜F?@Y@@8vW}@8[Ԭ@8M@8o 9@8T?pt!?$ȟ@F?$ȟ@@@/S&F@3`@Y?zSHF?zSH@?k"ɁF?s*b|@@ffffffD0 @M%ͣA]gڶ@ nF?ﲫ@Y@@8n +{@8>@9L@8So@8wP\@D= @E@Ĩ_uAT;@!H bZF? $ q@Y@@7|.#@8xO,t@8xb@8|]B8@8n9 @Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~?k"ɁF?B_@@ D7"@,}A`zG3z@ ;ZF?Ho@Y@@9A +@9kݦ$@9tDb9@9 J@80?$ȟ@F?$ȟ@@@DS!@08VAUuL@!(9F?x @Y@@8+, @8 0@8QoAb@8U"o@8{~^?ffffffF@S)G@?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=@DǢ_s@= +{DAV&@!'%F?pd@Y@@8(;3c@861e'@8@8IiI(@8y:w @D@Q'@ε@+6AV{@!!F? +/@Y@@9% &@9[]u@9@@9'l@8'&CD@;:hF@@Y?$ȟ@F@$9,A@?0̼,D\@$rcMAO\@ϱ,+F?y@@=v +I{@:W@;ߧWj@9Rl @7P@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\?ffffffF@S @Y@D]@R8`AVuٹ @!]ǺF?r/Y@Y@@8 )A +@8$[ @8(@83@8jPP@Dz}@Hay|AGS,v@"9F?x@Y@@8ĎВ@9y_@9v`@@9ql@9pThS@D>@ϏbA\Hye@ C/F?3]$D@Y@@9V,@9y S`@:h\"X@9F(@8U\5ۼ?k"ɁF?k"Ɂ@?zSHF?ٵG @@ffffffD_ @`);A_W^/߶T@ >ӴF?喦Y@Y@@8t/;x@8{[@9j @8cؠ$@8yGL~?ffffffDjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/?ffffffDi@:QAWP@ 4F?fWx-@Y@@8΃@9z@9bK F|@8Vu@8hL@DI31}@cKEHAX[P>@ F?9@Y@@7%:͊@8l.q@82@8NtGu@88g}l&?0̼,F?0̼,@@D/}@رxA]q]"@ m=OF?v @Y@@8:s@8 @9L(F,@8:@8w7U@q+AAa ۓt@IF?5~g,@Y@@7!@8/$@8tyw @8t d@7!?D;fp@MIA\Ta@ wF?g*d@Y@@9- +@97S x&@91c@8dC+@8$|?0̼,F?GP @? QrF? Qr@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?$ȟ@F?$ȟ@@?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?333333DMi/@}<ΣAY?x4S9@ ׈.F?ިc@Y@@8ecq@9g{a@9sE)/@8鲔@8Ux!?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D? QrF@mo@?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?F?i +@?k"ɁF?k"Ɂ@?F?@@D:.,@QޫAX$@ =MF?Ov_خ@Y@@8㝕er@9a/@9pw@8m\v@8$> @ D΁XԽ@%OBATX<-@!M£F?uy@Y@@7WD \@8hI@8TX@8qa-@8e[0D@Dx1@'_xvCA`Z@ Y_F?9䣃'@Y@@8AO<@8w6@8@8DHO]@8 {j@$F@%z-`@Y?ffffffF@=lr"@?ffffffF?ffffff@Y?EX:@ȭJAC0<@{{=F?@@/@/m-@02"@.9@.TH,Q@DXk@P 9AZe>@ A͗F?KHӮ@Y@@8}l@9#-@9~_ꠔ@8[S@8nV@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں@Dכ=#P@.?A]! 9PC@ c)F?ʂ@Y@@9.в6@9L6?@:(@9O(&@8+vf@ Dlǽ F@ ZAT@ :@!`>F?`V. +@Y@@9Uc@9Sb@9q@9'$)@8~eG?k"ɁD\@$rcMAO\@ɢhCF?>@@=n\$/@:'Qz/@;x@9Iȱ@7Q!?ffffffDz[~@yvA]߫wǸ@ beAF?a=1@Y@@8b5(j@8@8Bl@8si-@8AB&V@D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B?0̼,F@TJ? @? QrD\@$rcMAO\@.F?J>46@@=ZD*ʤ@:̷@;^J@9U!@7QɸAU?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?D\{ @HEjAYd}@ z.F?{@Y@@8ߔb@9jVZ@9u +@8@Nr@8;<@ffffffD @C$(AUx @!4Kmy;F?ȊG@Y@@9*P@9XlD@9@9'1JI@8 +?0̼,F?t'@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@DXk@P 9AZe>@ A͗F?KHӮ@Y@@8}l@9#-@9~_ꠔ@8[S@8nV?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@DpH1@ kAYO @ TNҐF?}2f@Y@@8霅I@9(@9tNs@8,p@8f[ +@Dk/4@oXoAWa[Rr1@! 4õF?ڐ +@Y@@8NJZC@9Y-@9]ܙ)@8N`@8ieP?ffffffF@hH@Y?ffffffE@Py>A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9@D@H,δ(Aa@WT@Y@@75C@8u4tW@8@oO@8[H@8Kh?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?F?d *@?ffffffDjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/?ffffffD@@Xb RAaXfl@W"TOF?,]O@Y@@7Š@83tD@8{K@+@8@L@7IO(@;:hF@`4Pj@Y?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@D1w򋧠@P]jAXCV6@ NF?|H@Y@@7r@8uz+@8o@8W.B8@8@Dq?FR/p@bLB$b֩?CKF?84֡b@@*LMK@$@ﾜ$@'DV @"Eot@ 94?k"ɁF?k"Ɂ@?0̼,D\@$rcMAO\@'F?릌[u5@@=i @:$B)@;X~@9eD@7QMB? QrF?c58@@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@? QrF?7mu@?$ȟ@F?Ĩ; @@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں? QrF? Qr@@D@/0@Y@@8MIi@8r@9LH@8X@8wv10@Dz9@ƒaAUE%@!2[)F?wkP@Y@@9] @9XJ @9ë,6@9';ňS@8V]?ffffffF?fhEZ}@Y?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?ffffffF?ffffff@Y@D7N0@6A[ !@ 872lF?q!Kr@Y@@9/@9.7'@9 ѱ@8"L@8߯@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=@D +L@~=AO W@!.8F?э%S@Y@@8ΪK|@9ZXz@9NG/@9@9L@8So@8wP\@ D7Z@Ǖ| AFT5f@"$iF?5Tu@Y@@8jͰu@9,7@9̰@9vܩs@9w:?ffffffF?ffffff@Y@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?{[>D\@$rcMAO\@]#F?{[>@@=giN@:@;R@9EV@7SV@DC%@qtAO ;@!YF?ȟ@@Y@@87嶌@9YS4@9ˮ@9;Ad@9%aࡴ?F7zu@lP3@Y@@8QXk@8:ƭ`@9HH@83 @8C拥?E@5]\#A/%?@"Q$7F?@@,+a@,4|an@,waE@, cD@+r&6?0̼,D\@$rcMAO\@j(P3@Y@@8QXk@8:ƭ`@9HH@83 @8C拥?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?zSHD\@$rcMAO\@O˻F?֜w*@@=aҁq@:TT@; +@9d0@7Q H@Y2F@K3@Y?E@5]\#A/%?@"Q$7F?@@,+a@,4|an@,waE@, cD@+r&6?DkN@aTj@!NkͨF?BE@Y@@9 +ܞ@9U[Kj@9xԨ@9'6re}a@8Ɏ@D\>5@6(IhAZ1S@ ~oFwF?eh@Y@@8E?@8BP^@88ç@8{s@8Tj/@ D(=Z@O1:RA_(殀@ C0x`{F?Ë`k@Y@@9nxJ@9TMJ3@9ҭ .@9 Bl@8 ?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@ LYt[F@*Nvȴ9X@Y@Dg@Ǵ%POAF1e@".tF?HӮh^@Y@@8¹Βd>@9pt@9@9xf@9yy,7?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-? QrF? @"@?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-@)-F@0xB0@Y@D8J"@PA[B@ BvF?q6@Y@@9@9.4U@9ZN@8.y@8 @Dùie@!\NAYt+[@ GF?P@Y@@8fmn@8 @9Cv@87d`@8k? QrF?{hY@?333333E nf@̭,Aa5hod@z F?Xe@Y@@5e @6e +@6R<@6dXFb0<@6{ю@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?ffffffF?ffffff@Y@/S&F@/$(@Y@D([i@vjYAU-7s@!+lQF?c^t)@Y@@8aL@8˵+@89 q@8yj @8fa\@D~@PvMAGDWҸ?@"w85F?y @Y@@8/SD@9C@9c@9r/c@9qr.?ffffffE@Py>A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@ D*'ʛ@.vQAY8?@ 8ڊF?P]@Y@@8+E@9_g@9rn*@8韪 +@8?r?ffffffF?f}@Y@DlfI@=AYS dz@ ptF?&IR@Y@@8V @9< @9tIڒp@8bx)@8^#(?ffffffF@@9$s)?F7zu@l*F@8y6@ffffffDR g@b[TAYmMH7@ ;VF?v @Y@@8B@9 +[@9uH@89,t@8'd@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=@$F@)X6F@Y@D3W@ +l#A`cX@ 2␫jF?.}At@Y@@8Bѧ_@8xLET@8ՒE#@8DK:D@8 }Z?E@5]\#A/%?@"Q$7F?@@,+a@,4|an@,waE@, cD@+r&6?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?0̼,F?0̼,@@1;.F@%:RD@Y?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?zSHF?(@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?k"ɁF?k"Ɂ@?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e@Dٳ7@bFAP r@!kFzF?ʫ\@Y@@8{a @9YUB,@96@9; OB@9$?{[>F?{[>@@ D>0@빍VAUOQ@!;>XF?;yR4@Y@@7w+@8,Ҹ@8L@8le0$@8^1}`@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e? QrF? Qr@?0̼,F?0̼,@?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?333333E nf@̭,Aa5hod@z F?Xe@Y@@5e @6e +@6R<@6dXFb0<@6{ю@D0@wAUd2{A@!//F?\>@Y@@9 @9Y@Y@@9 @9YlLY@Y@@8ċ?@9h|F@9[@b@8.t@8/@$F@)U/ej@Y@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D?DkN@aTj@!NkͨF?BE@Y@@9 +ܞ@9U[Kj@9xԨ@9'6re}a@8Ɏ@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\? QrF?05I@@DΙ"@i2AXHBY@ pF?&I@Y@@7Ada@8jDَv@8a/r@8L&R@86;?EA/*@G/Am. v@VF?Q_p@@3׳]2@4g@4 @5 yJ&=@5@Z =?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e? QrF? Qr@@D&5@s-AO߬ +a=@!wXF?b#ᆘ@Y@@8QG@9Y|HK@9s@9;0:@9&/;,@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B@DX@ :>RAUKd0@!;ՄNF?ԀuM@Y@@96@9Wg9@9%dy@9'8@8X%@ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6?F?@@D>I1@^ A]X_@ o ÓF?珆`V@Y@@9O@9?þ@:Z6@9Kx@8(W?F7zu@l @ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@D5@8jAU@!5g ":F?!.H@Y@@8rz.4@89Hr@8cn)@8|\\G@8k?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?k"ɁF?k"Ɂ@@D*I@[/.-AXd-R^@ nGxtF?eU@Y@@7N@8q%L@8Fo@8RF@8>@@-@*@/HUA@.8{@/kK[@/Pd? QrF?~@?$ȟ@F?$ȟ@@?k"ɁF?,NrSs@?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey@ DN@qyAW@A8@! )wF?GX@Y@@93pK@9_n?hY@9Z0@9)>vXB@8wہ?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?F7zu@l@8H%@8%/ +?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh?k"ɁD\@$rcMAO\@َћOF?pA\8 u>@ MjF?G{@Y@@7y+N@8UT_@8**@80GB@8&w@D5@PeA`O9WY@ daF?++%@Y@@8C#@8xn`@8 C@@8De2O@8 Oj@ D:d0|@Z[ AWYO@! +>TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ ?ffffffEiRë%@Aά[ @[DyF?ffffff@@+ϖ@+~]@+Y@+f@+DE:?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?=]UF?=]U@?D,Sg@2@Y@@9ʴP@9@:?9{L@9Yox@8Ա?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?0̼,F?0̼,@@D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +?$ȟ@F?^gd@@<JwF@!1%X@Y?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh@D̗E@vsA]i +d@ mk%PF?~6;@Y@@8Ɇ|@818@9L%% +@8cK@8w|?ffffffD"@([jAXM,@ }F?w{@Y@@8ݴ @9/6\* +@9l+$&@8= *@8 ?0̼,F?0̼,@@Dc@|(AOX2@!L!F?ϵIHV@Y@@8T:%@9Zlq@9i3@9<(kO@9&f]?ffffffF@џ@@D3g$Z@pWsAX / ~3@ M7F?y|ß@Y@@8K<[4@8rR@8x˦@897@8q0HY@ D:d0|@Z[ AWYO@! +>TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ ?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e@Dhk@KG&AZT7'@ s'F?갞8@Y@@8_@9$:S@9 @8^@8S?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@DC%@qtAO ;@!YF?ȟ@@Y@@87嶌@9YS4@9ˮ@9;Ad@9%aࡴ@D >@tKRA\ v@ z.A7aCF?+ʬ@Y@@9AD@9놉`@:Pm@9G@8s9i@ D:\8/@LAWlc@ #F?B1Q@Y@@8wn@8l@ZǍ@8Ůx@8tL@@8YݎA@DeQR@X96AU]@!03F?@@Y@@7`O@8MҞ@8UYj@8x@8g}>]?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=@ D 6@AEcD AW[g@ i +F?vJ"@Y@@8͎,@9y}@9at9@8W@8…$@;:hF@F@Y?=]UF?{Oy@@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں@D0qJ@}gAX_QM@ DY\F?/V@Y@@8=xct@8o @8G@8KtI@8hZ@d ?ffffffF?ffffff@Y?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?앿ExF@ F@Y?0̼,F?0̼,@?{[>D\@$rcMAO\@&F?Ԟac@@=+i@:%1@;p +@99~@7ScK2O?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| @ Ď궛@y8A`B%@ sF?㿱[W>@Y@@9OՌC@9pɌ@99@9 &+j@8P~@DĐp/@$AX<e@ Wl'F?#@Y@@8Tϓur@8]1ɦ@8Ca(d@82r@8unfY@ D}(@4D:AV0@! q]HtF?bb˧2@Y@@8H37d@8]5@8Œ].@8zs@8cEj@D0@wAUd2{A@!//F?\>@Y@@9 @9YE@Y?F?@? QrD\@$rcMAO\@7F? Qr@@=sM@:I+ל@;%@9b5@7PU< +@DC%@qtAO ;@!YF?ȟ@@Y@@87嶌@9YS4@9ˮ@9;Ad@9%aࡴ@DĎVg{@+ζAW/)@  +φF?m@Y@@8Sq'u@8Ɠ@8Nw @85V@8|5HN/^?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@? QrF? Qr@?ffffffE@Py>A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?k"ɁF?k"Ɂ@?$ȟ@F?$ȟ@@?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?ffffffF?ffffff@Y@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?0̼,F?0̼,@@DgV_z@vrfA`&@ +eF?U\R-@Y@@9ͦ@9wtft'@: N\;@9%vV@8VXT?k"ɁF?k"Ɂ@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?zSHD\@$rcMAO\@(ӃF?x!y@@=[A@:Y@;٨^x@9@7Q?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?ffffffE@Py>A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1?0̼,F?3,@@Dٳ7@bFAP r@!kFzF?ʫ\@Y@@8{a @9YUB,@96@9; OB@9$?ffffffE@Py>A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9?zSHF?zSH@?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B@DW@dAX=@ SghWF?@Y@@8y@8H:v@8۬\@8k5o@8QC?0̼,F?0̼,@? QrF? Qr@?ffffffF?ffffff@Y?$ȟ@F?$ȟ@@?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e@ D&Pm@QFATyj=n@!ZHF?|&V@@Y@@9ymˤ@9TN aG@9G(#B@9'( +@8]I?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?zSHF?zSH@?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1?F?@@D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +@Dr$@֏jAV,x@! }jutF?WS@Y@@8D@8j@8rz@8v;@8iR/?333333F*2@WC| +BZytJA?B((F?vf@@ &.V[@!*b@!g{ @!#qJz@!L?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6@ DPͭY@Z9w'AWY^~ @! +F?s@Y@@95O@9_l@9_C@9)xWȿa@8+?Dl:@]qA`Ƿ@ F??) +@Y@@8߹@8:t@9!t>>@8M*@8C?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@ DBKr @ŒsAWQ8@ PJF?4@Y@@8""1&@8@8T'P @8zEi@8_w=?El@1~gA~@|6 F?nD@@/3njx}@0?(@0Tlt@00@0 "\@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh?zSHF?C1B+@@ DjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/@Dx/w@CFVAG[W@"TF?;K@Y@@82 @9K'@9R2[@9q]>\@9pfZW?ffffffF@@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?ffffffF?ffffff@Y?ffffffF?ffffff@Y?F7zu@l?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?0̼,F?0̼,@@D0@wAUd2{A@!//F?\>@Y@@9 @9YF?}ke@Y@@8\ً@9վ@9wNa@8@8۩u@DXBf@,AU` @!/kGF?]N @Y@@9P@9YS0@9ƺ.@9'L'"@8H]?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?ffffffD@@Xb RAaXfl@W"TOF?,]O@Y@@7Š@83tD@8{K@+@8@L@7IO(?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@<JwF@ @Y?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e@ D>}@4A_N@ 6kF?Ck&@Y@@9|އ@9Z@9@9^&< +@8^)Y@D]")@?*O=A\SDDj@ )[kF?虮O"}@Y@@9DZ@9?G@: +.~>@9Cx({@8뒳 nH@ffffffD @C$(AUx @!4Kmy;F?ȊG@Y@@9*P@9XlD@9@9'1JI@8 +?D\@$rcMAO\@'F?@@=sP^@:H@;@9c +l@7PP@)-F@.2^@Y?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@=-@:srp@; $?A@9n<@7P>,ǝ?=]UD\@$rcMAO\@9/F?*@@=EXR7j@: @;M^@9tz@7R>Ҡ:@DE*5@ƃA]N̺@ po-F?0 )@Y@@9 +{@9ƯN*s@:6V>@9K%ǥ@8⊞@Dk/4@oXoAWa[Rr1@! 4õF?ڐ +@Y@@8NJZC@9Y-@9]ܙ)@8N`@8ieP?k"ɁF?k"Ɂ@?F?@@ffffffDi-@fAA_OfoI+@ ?TF?Y@Y@@8~>@8@9jus@8,RR @8y,?D%-@ةiAZ~@ a@UF?[l7`]@Y@@9 @9'%W@9$J@8gj@8X7O?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?ffffffF?ffffff@Y@D,2qt@ۗ}AajDf@a!F?d0+@j@Y@@9'Bi@9dTH@:!ekL@91n@8'@ '76F@nua@Y@Y2F@^g@Y?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?ffffffF@$@t@@D0@wAUd2{A@!//F?\>@Y@@9 @9YF?ր[2@?k"ɁF?k"Ɂ@?F?@@ Dػ H@)χIAW>z@ 9%F?@q@Y@@8Փ +@9 <@9c:E]@8@8Kq?=]UF?=]U@@D=@‡bAXzVy@ BF? ٔ[l7@Y@@8v@8 @80`@8f_7.k@8JIΖU?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@ DU)I$@fgA`up5@ +f#F?ҲL@Y@@9hFg4@9`ׁ@9ih &@9{.@8Q<@ Dlǽ F@ ZAT@ :@!`>F?`V. +@Y@@9Uc@9Sb@9q@9'$)@8~eG@Dhk@KG&AZT7'@ s'F?갞8@Y@@8_@9$:S@9 @8^@8S@ D@sAW=kmn@! iIF?a@Y@@93D4&@9_aԘ3I@9kډ1@9)9I#e@8~&8?ffffffF@ "n@Y@ '76F@9tN@Y?񙙙DG@k `AaV=@T@lhF?⇓ݗ+@Y@@73p@83SJnls@8{Ö@8*RS5@7F2lI?$ȟ@F?$ȟ@@?k"ɁF?ΙV@?$ȟ@F?$ȟ@@?E@5]\#A/%?@"Q$7F?@@,+a@,4|an@,waE@, cD@+r&6? QrF? Qr@@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?0̼,F?0̼,@@D ?F@DAW-M+@ 57F?ZpT@Y@@8M'Nޫ@8C|D@8% @8ׇ{@8vYG*@D0@wAUd2{A@!//F?\>@Y@@9 @9YF?րC:t@?ffffffF?ffffff@Y?ffffffD"@([jAXM,@ }F?w{@Y@@8ݴ @9/6\* +@9l+$&@8= *@8 @D{'@w3AWPa>H@! +axHF?VϪ@Y@@8~RJx@9Di@9]3 +˹@8B r@8KKt?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1@DcLn@ɝA`%÷@ 0`%F?$6e@Y@@8Ca\@8xО@8w,m@8D҄B@@8 5c?Eb0@{Av;P\h@nF?lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@;:hF@($5inY@Y? QrF? Qr@?zSHF?wT>F@?ffffffE@Py>A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?ffffffD"@([jAXM,@ }F?w{@Y@@8ݴ @9/6\* +@9l+$&@8= *@8 ?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@ffffffD_|2H@aSJA_WT=6@ >=F?},@Y@@8ly^@8@@9j0Z@8a{@8y"O?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?D: IL@q"AX7\@ @WF?,fW@Y@@8iu@9=@9jۅ@8<@8Z6@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~? QrF? Y@@ D ܒy@x@AV\@! +: F?¹M@Y@@8 "si@8/;(@8M@8y3X@8c>?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?F?@? QrF? Qr@@ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D@Dٳ7@bFAP r@!kFzF?ʫ\@Y@@8{a @9YUB,@96@9; OB@9$@DGxo@T=@!%J@ `Rh?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں? QrF? Qr@@ffffffD`yT@B/AW?/0@ ŵMF?y2@Y@@8T.j@9l@@9a6 @8yd@8 s@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?D\@$rcMAO\@VU@F?ёW@@=s@:HI@;§@9c;@7Prw?k"ɁF?k"Ɂ@?Fͼ@ΊqB$O?!F?*1{@@)+@#s^ @&eG@"xp3@ My{f@D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +@D +9@vD%A`̶@ wnF?1;.]@Y@@8BOB@8x25@8ͪ<:o@8D&x@8 >Ԥ?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6@ D*'ʛ@.vQAY8?@ 8ڊF?P]@Y@@8+E@9_g@9rn*@8韪 +@8?r@Di|yi6@m*\pAUz8?@!6¬ HF?<+@Y@@8 %͗@8@=e@8SjZ@8`۷@8oϸC@Dǩ4B-@V.КAX<2~@ L܂F?*cP@Y@@8*k@8(­>@8i !~@8}E@8` d.?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼? QrF? Qr@?zSHF?zSH@?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?0̼,F?0̼,@@Dz}@Hay|AGS,v@"9F?x@Y@@8ĎВ@9y_@9v`@@9ql@9pThS@D{'@w3AWPa>H@! +axHF?VϪ@Y@@8~RJx@9Di@9]3 +˹@8B r@8KKt?ffffffF?ffffff@Y?$ȟ@F?$ȟ@@@D7Yx@~^l2AY沇@ ƇW}oF?%o]@Y@@8DF?{[>@@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?F?@@D @n]nAZ}գ@ B_aF?m ֶ[@Y@@8VN2@8%va@8Zp,@8οx@8]=ny?{[>F?@? QrD\@$rcMAO\@%ŸF?*"As@@=h+@/@:{V@;Nd@9@7QM?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?Ehn@@|xA&yL@e~iCF?6fI@@0w@2H$@2M "@2f4@2[(~@ffffffD0 @M%ͣA]gڶ@ nF?ﲫ@Y@@8n +{@8>@9L@8So@8wP\@ Dy󢽈@A^Xro!@ VF?揆`V@Y@@9Y/@9J4:@9(0@9%; @8Tz?k"ɁF?k"Ɂ@@DߵX@N"AY -Nn@ SF?u @Y@@8d)6<@8ݥш@9d8@8m.M@8j@DAݠ{ @$&5AV:&|@!!WF6F?.r/@Y@@89a,5J@8"@8!IOn@8%2$@8l?ffffffF?ffffff@Y@ D3@Uy3AX9@ F?=p +=@Y@@8xīg@8'@8#@8oHF@8R~R@D$y8@ĔjRϋAT$z@!E!ЎF?AJM+@Y@@7Hy4V@8{@8-$@8{E@8m'U?Dt{>U@q+AAa ۓt@IF?5~g,@Y@@7!@8/$@8tyw @8t d@7!@ LYt[F@`:@Y@DǨ:X@+phSAV´"k`@!)cF?폆`V@Y@@8(#@8ș@8؎q&B@8dGYS@8ppR?0̼,F?0̼,@?ffffffF?ffffff@Y?zSHF?@?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1?0̼,F?0̼,@@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?0̼,F?0̼,@? QrD\@$rcMAO\@= F?RA@@=X÷$@:q٩'@;18@9"؛@7QAD? QrF?*@@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?0̼,F?0̼,@@$F@$~6@Y?ffffffD@@Xb RAaXfl@W"TOF?,]O@Y@@7Š@83tD@8{K@+@8@L@7IO(@D:.,@QޫAX$@ =MF?Ov_خ@Y@@8㝕er@9a/@9pw@8m\v@8$> @ Dlǽ F@ ZAT@ :@!`>F?`V. +@Y@@9Uc@9Sb@9q@9'$)@8~eG@ffffffDR g@b[TAYmMH7@ ;VF?v @Y@@8B@9 +[@9uH@89,t@8'd?Dt{>U@q+AAa ۓt@IF?5~g,@Y@@7!@8/$@8tyw @8t d@7!?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1@ DR@ +ŸA` yF@ ,9F?ѷY@Y@@9@9`9yD@9s, @97ۖl@8(#'? QrD\@$rcMAO\@eoF? @@=E8@: T@;=VI@9@7RZ@ D*'ʛ@.vQAY8?@ 8ڊF?P]@Y@@8+E@9_g@9rn*@8韪 +@8?r?ffffffF?ffffff@Y@Dhk@KG&AZT7'@ s'F?갞8@Y@@8_@9$:S@9 @8^@8S@D3F)@^CA\幵 m@ z>SF? @Y@@9.& +@9ђ@:$@9Gm@8c?EƣHg@Ҝ6AIݤ{@?p݅F?@@,ah@,O8L@,Yi}@,(*s@+ ƞ? QrF? Qr@?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| ?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i@ D - u?@p9/AWA5r20@! 2qF?27@Y@@93t@9_x.3-@9)b@9)B">@8r8-S@ffffffD_g@a=g6A_VfL@ >F?$tS@Y@@8h%7@8,@9jC@8`M @8yX!~@Dya@ AU^Z@!3AjF?`V.@Y@@9s@9X}%A@9)ށm:@9'3ܭ3@8 D?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e@Dʷ&@#G^rAUZ`j@!:_ξF?,{ Z\@Y@@8g#@8 @8% +@80@8o}y^@D7HkB@q&AG +5@"gSF?r2M@Y@@8V@9?n[@9B˚@9t@N@9tD@DC%@qtAO ;@!YF?ȟ@@Y@@87嶌@9YS4@9ˮ@9;Ad@9%aࡴ?D,sX+ +@ GVAX~@ U F?-b8*F@8y6?ffffffDc@NyhA]z\@ l5ڕNF?l!-w@Y@@80-@8Zb@9M-@8Oz@8w @ffffffD0 @M%ͣA]gڶ@ nF?ﲫ@Y@@8n +{@8>@9L@8So@8wP\?E@5]\#A/%?@"Q$7F?@@,+a@,4|an@,waE@, cD@+r&6?0̼,D\@$rcMAO\@V F?9@@=bDŕk@: ;@;QZ@9Ŋ@7Q){}T?k"ɁF?yYw@@ DN-M_@ZccAWX\@! +~3F?Z@Y@@95Mx@9_-2@9v^@9)x @8,AI?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e? QrF? Qr@? QrF?@|\q@?=]UF?=]U@?F?@@ D*'ʛ@.vQAY8?@ 8ڊF?P]@Y@@8+E@9_g@9rn*@8韪 +@8?r@DI|r&@ERSA\KT4}@ F?HG@Y@@9(b@9qb?@: +@SO@9BC@8Pw?0̼,F?o>|<@?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?񙙙DG@k `AaV=@T@lhF?⇓ݗ+@Y@@73p@83SJnls@8{Ö@8*RS5@7F2lI@DFy@̇AUp0]>@!5z(F?9m @Y@@9a%@9X>IGi.@9~^&@9'+Hv@8AIM@DC%@qtAO ;@!YF?ȟ@@Y@@87嶌@9YS4@9ˮ@9;Ad@9%aࡴ@ D@-WA`ODae@ +cZ`9F?zd@Y@@9Baw@9t61@:4I0@9"oWqK@827@D@Â=_@8J穥@8'h@8fy@8M T?ffffffF@ |@W V@?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@=-@:srp@; $?A@9n<@7P>,ǝ@ LYt[F@P@Y@DHe?@Sov;A_hJ #@ =*c1F?v@Y@@8 jC.@92W@9l%6@8}l@8y:-1@ Dlǽ F@ ZAT@ :@!`>F?`V. +@Y@@9Uc@9Sb@9q@9'$)@8~eG?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1?D,sX+ +@ GVAX~@ U F?-b80@l72xAXjc`@ ,aF?bE@Y@@7〻"@8mS@8ދ^@8OĮ7@89KUn?k"ɁF?k"Ɂ@@$F@)N$5inY@Y?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?앿ExF@Cs@Y?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@D}@;!AWx_2m@ j9ƻF?C,zxl@Y@@88ғ@8;O@8b@8#k@8k3(;?ffffffF@.8!}@Y?=]UF?đ@@ D0~ a@GT;AY M@ +`eF?@Y@@8v@T@9E ] @9p@8 .@8C + +a@D?̺@΢(ATv@!TV"OF?A_E@Y@@7p@8m Z@8F?h@@D}q@1kAV%[At@!+)F?/v@Y@@9j*9@9YD@97O@9'q~D@8򋯵 @D ͸Q@TfA`*h@ FS[F?.4@Y@@:1$VD@9#(@:qtݸӢ@9q(@8+@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D?ffffffF@?@?Dt{>U@q+AAa ۓt@IF?5~g,@Y@@7!@8/$@8tyw @8t d@7!?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?$ȟ@F?$ȟ@@@D2@܈A\.1s@ {[_F?@Y@@9@9+W@:*]@9GOx +"@8ՁW?񙙙ENWCp__@thGA5N:B@f2F?@@*ǞJI6@*aN +f@*=@*?m@* =ͤo?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?0̼,F?0̼,@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| ?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@)-F@,:cI{@Y@DYb@AU΅*@!1(3csF?k΅3@Y@@9x^h@9X G@93W$@9'C7)@8P%? QrF? Qr@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@=-@:srp@; $?A@9n<@7P>,ǝ@ D*'ʛ@.vQAY8?@ 8ڊF?P]@Y@@8+E@9_g@9rn*@8韪 +@8?r@ffffffD_E2k&5@`|bA_W1A@ >߰4F?Б}kf@Y@@8p%ք@8@9j2|o@8bG@8yhI@D,$+@{LMAYKr@ ښ{F?K3z@Y@@8I^J@9 W`@9y˭a@8J@8@ LYt[F@ =J*@Y@ DPJ@kLA^ ;W@ LHF?{[>@?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@ DJ@E=,AY89ʴ@ FҾF?*c@Y@@8ܖ@9[1@9r"Y@8 J@8,y? QrF?*yc@?=]UF?=]U@?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?ffffffF?<@@D@8H%@8%/ +@<JwF@!OD@Y@ D= @AXς'@ ,SF?`A7K@Y@@86$w@9+g@9m)xc@8mpG@8æ|mn?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@<JwF@<Jw@Y@ D:d0|@Z[ AWYO@! +>TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ @ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D?0̼,F?0̼,@?k"ɁD\@$rcMAO\@Z.]ϥF?k"Ɂ@@=c.E @:ޙO@;pNq@9@7Q};;?Dt{>U@q+AAa ۓt@IF?5~g,@Y@@7!@8/$@8tyw @8t d@7!?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?񙙙Enl/@ @+A?0̼,F?0̼,@?333333E nf@̭,Aa5hod@z F?Xe@Y@@5e @6e +@6R<@6dXFb0<@6{ю?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey?0̼,F?"o@?k"ɁF?k"Ɂ@?ffffffF@Ti @Y?$ȟ@F@:@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D@$F@)w5~g,@Y@ DjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/?D\@$rcMAO\@'F?@@=sP^@:H@;@9c +l@7PP?k"ɁF?k"Ɂ@?E@5]\#A/%?@"Q$7F?@@,+a@,4|an@,waE@, cD@+r&6@ffffffD`yT@B/AW?/0@ ŵMF?y2@Y@@8T.j@9l@@9a6 @8yd@8 s?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?ffffffF@t*@?333333Evo@cdAf3Q @2']F?np&@@2ѳ/D}@4=R_l@3덨)@4^&@4*q?0̼,D\@$rcMAO\@,1F?h0@@=iLeZ@:VC@;Ԡ +@93S@7QK@D n)`@ã iAUġFF@!.F?AJM+,@Y@@8*P{"@8@8Gwؑ@8}"@8s`*?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@DHe?@Sov;A_hJ #@ =*c1F?v@Y@@8 jC.@92W@9l%6@8}l@8y:-1?333333FFM@bk4B!9Nfe?yoF?hƒ)@@#*n#@!]\R@##a4q@ ~/t@\JL?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1@ Do5K@'lAWyS@ F?>iQY@Y@@8Ş@9@9c_ G@8US@8BDp@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\?D^ ۬@0VA`a@ јx F?>P3@Y@@8QXk@8:ƭ`@9HH@83 @8C拥?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@D{'@w3AWPa>H@! +axHF?VϪ@Y@@8~RJx@9Di@9]3 +˹@8B r@8KKt?ffffffF?O@?F?@?D\{ @HEjAYd}@ z.F?{@Y@@8ߔb@9jVZ@9u +@8@Nr@8;<@Df@u93AY 橏@ Ƹ F?ꀝIQ@Y@@85~P@8@8E(++@8yzZ@8W6@ Ds6,@A A_s`J@ <+Ǩ1F?{m]@Y@@9vY^@9W"l@9fk@9V@@8h?񙙙D@T +A`|wx@ s)F?'RT`e@Y@@8ChCD@8xCs@8M]P!@8D'@8 c@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D@ DmK@XdAW[p@! ^"TF?q@Y@@95vq@9` `E@9.@9)}J@8%ӯ@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\@DŧY@ +F(rAW[@ +dž3F?3rS@Y@@8Du@@8~֫@8EEU@q+AAa ۓt@IF?5~g,@Y@@7!@8/$@8tyw @8t d@7!?D: IL@q"AX7\@ @WF?,fW@Y@@8iu@9=@9jۅ@8<@8Z6@D7Yȸ@,JA[C@ *J0F?pT@Y@@9m'@9.@8hB@8I\@ D:a}@?K$ AXw@ fQF?,{ Z\@Y@@81$F@8߈>@8ؚqm@8| +q8@8[J@D%g@sA`ttZ@ ` )l8F?1&@Y@@9|@9k1w@9kZR@9F 6@86%?$ȟ@F?$ȟ@@?E r$`@ۑ\hAaw@/3F?bE@Y@@5e1^@6e #@6R@6d]g2@6{EU?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D?ffffffF@~V@Y?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?EI1qEv@lƸAot@PF?҈p:@@3,3F@4 cjt@4yF@4ǖkS@4YH($?zSHF?zSH@@ DJ@E=,AY89ʴ@ FҾF?*c@Y@@8ܖ@9[1@9r"Y@8 J@8,y?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-@)-F@/ŗNf@Y@D߫A@ tmAUTq@!4cVF?P*@Y@@9P;C09@9Xt@9^@9'2@8&?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~@ D3щE@FFA]R*@ c5}F?Q@Y@@9M5@9E@9 ֺ.@9Y?~I,@8ʳ@D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +@ D&Pm@QFATyj=n@!ZHF?|&V@@Y@@9ymˤ@9TN aG@9G(#B@9'( +@8]I?0̼,F?S@@Y2F@Md1@Y?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| @DQZ)@8av9AXB!@ nF?x@Y@@8)Yl@8\ @@8 B@8yH@8[-`?0̼,F?l@?k"ɁF?!b@?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@Dh)6&@U#g2AXkR@ 3EF?y|ßa@Y@@8!@8@8uWw@8tH@8W_r +@ DdH@c`^AX| @ uF?"0@Y@@8ӏlRV@9>X@9e:@ +@8'QF@8vH@Db6@Hl!1AY'/Ro@ 1fF?p`@Y@@80.]@8{M9@8ހVu@8u[@8Tm/^@DcI_@bi(AY\?X@ Ԙ` dF?Ma@Y@@8TX@99_:@9tB E@8*@8Lx[m@ffffffD_ˊ@a,uF{A_V (%@ >0F?{@Y@@8j@8J@9j:s@8`Ҧ'@8yZ9?k"ɁF?k"Ɂ@@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں@Dߩ@A_AXG3/.O@ 蚠u?F?ty@Y@@71!@8wޜ;@8|vd@8Yg@8B#^?0̼,F?WV@?ffffffF?ffffff@Y@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں@ffffffD @C$(AUx @!4Kmy;F?ȊG@Y@@9*P@9XlD@9@9'1JI@8 +?=]UF?ܘ lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/@ D%N@"ͦWAVy1Ab@! @DF?_o@Y@@8(Y@8TuR@8X@8|4@8e0I?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?ffffffF?[|X`@?$ȟ@F?>c@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?0̼,F?0̼,@?zSHF?X@@D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +? QrF? OQD@@Dք)@~POAYj=@ uF?$=@Y@@8@9!Ǣx@9{T@8ɑ.@8IN?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@Dk/4@oXoAWa[Rr1@! 4õF?ڐ +@Y@@8NJZC@9Y-@9]ܙ)@8N`@8ieP?0̼,F?0̼,@@ Dß @^}AUύG@!/V6[F?>P@Y@@8 @8@8aL#@8}'P~@@8jtx?{[>F?Ȱr@@DA(@@_.pAUB5y@!=;QF?Jm3 @Y@@8\@8a%@8ИnG@8V@8zrh"?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@Dz}@Hay|AGS,v@"9F?x@Y@@8ĎВ@9y_@9v`@@9ql@9pThS@Y2F@ `@Y?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?333333E-mF@U[Ak@/azYF?tҲ@@*} +2@( @*Y[͉@($CH@'q? QrF? Qr@?k"ɁF?k"Ɂ@@D@G8ϒAUaZw@!9ۜF?($ xG@Y@@8{G@8ɗP@8E@8N@8s?E@_.gA<#@++F?@@/͙@/j @0 Od@.3@.QM@@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?k"ɁF?k"Ɂ@?$ȟ@F?$ȟ@@?F?n&NHb@Y@D+@eǛ'A]g:P@ ny-7F?瀈P@Y@@8`Ph6@8i>@9L +,@8H@8w9?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@ D8lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/@D:.,@QޫAX$@ =MF?Ov_خ@Y@@8㝕er@9a/@9pw@8m\v@8$> ?ffffffF?<){Lb@@ DR]@ٖAW5:S؋@! p 5VF? +(wN'@Y@@8@9t?@9\q@80ĿH@8!^|?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh?EFmS᳁@b q"Am;@fF?rGE9@@3\2@4۠+C@4lUmT@4tm @5+v?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?$ȟ@F?r@?k"ɁF?k"Ɂ@?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?zSHF?ݾ@@ D*'ʛ@.vQAY8?@ 8ڊF?P]@Y@@8+E@9_g@9rn*@8韪 +@8?r?0̼,F?l$@?ffffffF@l @?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh?ffffffF?ffffff@Y?ffffffF? 1Z>@?ffffffDz[~@yvA]߫wǸ@ beAF?a=1@Y@@8b5(j@8@8Bl@8si-@8AB&V@ffffffD0 @M%ͣA]gڶ@ nF?ﲫ@Y@@8n +{@8>@9L@8So@8wP\?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?ffffffE@Py>A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9?F?(@? QrF?c)@?=]UF?\@?k"ɁF?k"Ɂ@@D%\@j>dqA`U~&@ + F?2"@Y@@9;j@9s߬r@:@9"fooz@8~,?F?@@ DjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?333333E nf@̭,Aa5hod@z F?Xe@Y@@5e @6e +@6R<@6dXFb0<@6{ю?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@ D @{zA^O@ K^ DF?ѢY@Y@@9e;p@@9O @9ˮ@9c@8w?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i@ffffffD`yT@B/AW?/0@ ŵMF?y2@Y@@8T.j@9l@@9a6 @8yd@8 s?Dt{>U@q+AAa ۓt@IF?5~g,@Y@@7!@8/$@8tyw @8t d@7!@D0@wAUd2{A@!//F?\>@Y@@9 @9Y@Y?0̼,F?U@?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@<JwF@!?u=@Y?ffffffF?ffffff@Y?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@DJet@N m"AU:Arn@!>+FF?U\R-@Y@@8^@8A)8@8DK@8~{o@8n@+cB@ Dlǽ F@ ZAT@ :@!`>F?`V. +@Y@@9Uc@9Sb@9q@9'$)@8~eG@DR7;@O+gAUǾ`@!J>8WpF?/0@Y@@9 8xG@9UVκ@9 +?ٕ@9'$v@8 +y]?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@<JwF@!:+C@Y@ DjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/@)-F@/`G@Y?ffffffD\@$rcMAO\@a^F?[y@@=$&@:&i-7@;S"j@9|#@7O/GKX@ffffffD0 @M%ͣA]gڶ@ nF?ﲫ@Y@@8n +{@8>@9L@8So@8wP\?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh@ D#Jе@MgA`!M@ (RםF?,QI@Y@@9 {8>@9b[e7@9U@9@8H%@8%/ +?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@D͙ȧi@CAX+C@ +F?Mj@Y@@7@8qFq@8q@8RKL8b@8;j>@$F@)Wh@Y?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@D8%b@J'|qA[>Zd@ KF?qbb˧@Y@@9U 4@9.14$@9 @8:O@8@D{'@w3AWPa>H@! +axHF?VϪ@Y@@8~RJx@9Di@9]3 +˹@8B r@8KKt?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey?ffffffF?ffffff@Y@DMԺZ@î^ LAV.:& +@@!"aF?>6z@Y@@8 +/fc@8T'=@8u@8{g5@8gK@DԆ@T(AVoL@!~F?D@Y@@8D`@8ꉩ@8wy@8HH@8kX*Z#?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?ffffffF?ffffff@Y@ D:d0|@Z[ AWYO@! +>TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ ? QrF? Qr@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?ffffffF?ffffff@Y?ffffffF?d@@;:hF@;:h@Y?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-@D7Ng@OWA[mtM@ .X,F?pϿT@Y@@9{@9.;L@9/j@8An@8߷@?E@5]\#A/%?@"Q$7F?@@,+a@,4|an@,waE@, cD@+r&6@ffffffD_E2k&5@`|bA_W1A@ >߰4F?Б}kf@Y@@8p%ք@8@9j2|o@8bG@8yhI?0̼,F?Ņt@? QrF? Qr@?k"ɁF?k"Ɂ@@ D~@sd]j~A^YFz@ GKqF?ߏG0@Y@@9iH@9Ql@9Ԁ3s@9 +"}gP@8ES@Dߐ8@NϓAY/@ ª׹F?V?@Y@@855@8֡:@8l@8xdm @8U`R?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i?ffffffF?fgrr@Y?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey?D%-@ةiAZ~@ a@UF?[l7`]@Y@@9 @9'%W@9$J@8gj@8X7O@ DjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/?ffffffD"@([jAXM,@ }F?w{@Y@@8ݴ @9/6\* +@9l+$&@8= *@8 ?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@=-@:srp@; $?A@9n<@7P>,ǝ@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D@D|2@A^N/@ W0F?0 )@Y@@9XH@9J2j]@9r<@9ٜT@8?y/>?0̼,D\@$rcMAO\@aoLVF?,/B @@=dOf@: +X@;۲{D'@9gV@7QtUX#?ffffffDz[~@yvA]߫wǸ@ beAF?a=1@Y@@8b5(j@8@8Bl@8si-@8AB&V?ffffffD"@([jAXM,@ }F?w{@Y@@8ݴ @9/6\* +@9l+$&@8= *@8 @ D&Pm@QFATyj=n@!ZHF?|&V@@Y@@9ymˤ@9TN aG@9G(#B@9'( +@8]I@D_d@ SA]١1M@ bF?`,@Y@@9{ +Z@9_L@:*N@9Pk2p,@8kLv@ D:d0|@Z[ AWYO@! +>TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ ?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D?ffffffF?ffffff@Y@DC%@qtAO ;@!YF?ȟ@@Y@@87嶌@9YS4@9ˮ@9;Ad@9%aࡴ@Dٳ7@bFAP r@!kFzF?ʫ\@Y@@8{a @9YUB,@96@9; OB@9$?zSHF?֩`@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@;:hF@7B_ !@Y?{[>F?e +"@?333333FYB@ +BKG? 1F?s@@!nգD@ ~s@!zR:@ W!4E@%S|@DHe?@Sov;A_hJ #@ =*c1F?v@Y@@8 jC.@92W@9l%6@8}l@8y:-1?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D@DXvZ@ЗX̹AU9;@!/q#tF?٩T@Y@@8 az@8#@8tin@86p@8nB?ffffffF@y4e@@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@=-@:srp@; $?A@9n<@7P>,ǝ?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1?0̼,F?H[@?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@Dz}@Hay|AGS,v@"9F?x@Y@@8ĎВ@9y_@9v`@@9ql@9pThS?D,Sg@2@84@8ݐw?k"ɁF?taѬ/@@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں@D0@wAUd2{A@!//F?\>@Y@@9 @9Y=@!%J@ `Rh@Dhk@KG&AZT7'@ s'F?갞8@Y@@8_@9$:S@9 @8^@8S@1;.F@%?9@Y?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh?D,sX+ +@ GVAX~@ U F?-b8TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ @DC%@qtAO ;@!YF?ȟ@@Y@@87嶌@9YS4@9ˮ@9;Ad@9%aࡴ?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?k"ɁF?k"Ɂ@@Dz}@Hay|AGS,v@"9F?x@Y@@8ĎВ@9y_@9v`@@9ql@9pThS@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=@ffffffDR g@b[TAYmMH7@ ;VF?v @Y@@8B@9 +[@9uH@89,t@8'd@Dҷ:@z*A\K p@ F?eڹ@Y@@9!@9,~@:/\@9D!R@8ÍB?ffffffD'\{@fuA[ @ F?`kz]@Y@@9j'@9.!w@9>@84@8ݐw?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?앿ExD\@$rcMAO\@9hF@\E@@=σɎQ@:d@;_@8<@7L??,?zSHF?zSH@?Et@ԒAE@5̧F?U\R-@@0qb@1ysl@1h@2rޜ@2X?zSHF?zSH@@)-F@)-@Y?DZTp1@W=*AT8yM@!a F?Ր@Y@@8#@@9Sof$@9V@9'AZ7@8*:?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1@D0@wAUd2{A@!//F?\>@Y@@9 @9YP3@Y@@8QXk@8:ƭ`@9HH@83 @8C拥@Dn'@@"ofHA`@ vF?4AJM@Y@@8B;V-@8x@8sy&@8DjA)@8 !g@ Dx@j~0:A_t@ Fn:F?},{ @Y@@9jҦj@9R|-@9F@9 +$50@8g>a?zSHF?zSH@@DHe?@Sov;A_hJ #@ =*c1F?v@Y@@8 jC.@92W@9l%6@8}l@8y:-1?ffffffE@Py>A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9@D:.,@QޫAX$@ =MF?Ov_خ@Y@@8㝕er@9a/@9pw@8m\v@8$> @D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں@D̰{N#@ĺ'}ATNa@!HKF?{@Y@@7=@8>DǪ@8*ߢ@8yd1@8kF?=]UF?=]U@?F?@?ffffffF?ffffff@Y@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\?ffffffF?ffffff@Y?Fou-D@OK`}B!x?< F?]r@@'.J@#9-@%;X@!*ϖ@ `OLGm@D c@5F?֢@? QrF? Qr@@D0@wAUd2{A@!//F?\>@Y@@9 @9Y@Y@@9 @9Y '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?D\@$rcMAO\@'F?@@=sP^@:H@;@9c +l@7PP?0̼,F?9ttF@@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں@D]dTP@3aA],nH@ s~F?ײ@Y@@9[E_)@9Aes@:PV@9I=@8e1X?F?@?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6@D l@ |9A`0n$@ =F?2m@Y@@8Bi]ɇ@8x%ͻID@8͕ c@8Dw%U@8 0@DP<@vA]?r1@ q85F?TɅ@Y@@9ael@9@:@9J}I@8+?D,Sg@2TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ ?k"ɁF?k"Ɂ@?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?F?@@Dɀ[%@iZAX@ |F?!-w1@Y@@8 @8$@8µ> @8qj+]@8W=;@$F@)4֡a@Y?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?F?@? QrF?"j@?333333Fᮦ@ B6?]:F?a@@!|7@ K@@ A͗F?KHӮ@Y@@8}l@9#-@9~_ꠔ@8[S@8nV?ffffffF@9!@?ffffffF?ffffff@Y?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?$ȟ@F?$ȟ@@?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| ?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@ Dlǽ F@ ZAT@ :@!`>F?`V. +@Y@@9Uc@9Sb@9q@9'$)@8~eG?FGtX/@_pB%ߗ@L?lŒ]cF?)^@@'%.@"[ 1@%$lhm@!^B@sͶ? QrF? Qr@@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=@ D=$*@q9A`2v@ %yψfF?䕪@Y@@9y)@9d9v4 @9zU@9@8?333333D@T +A`|wx@ s)F?'RT`e@Y@@8ChCD@8xCs@8M]P!@8D'@8 c?$ȟ@F@[$@@$F@)Wh@Y?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey@ LYt[F@(\#y@Y@D:.,@QޫAX$@ =MF?Ov_خ@Y@@8㝕er@9a/@9pw@8m\v@8$> ?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?0̼,F?0̼,@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@ffffffD0 @M%ͣA]gڶ@ nF?ﲫ@Y@@8n +{@8>@9L@8So@8wP\?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| ?333333D~A @ 4UAYBtH d@ :kVF?@Y@@8蝿@9N@9sk툈@8@8j-?ffffffF?10@@ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6?=]UF?ZGt3@@DGzS@(S4AX >@ F?1&@Y@@8 g~R@8Q|@8< D@8k3K@8Rq$@@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~@DŽRN@½zAV=@! Z5F?)r\=@Y@@8@Ϙ@8ĢT7@8 +ط@8RDL@8N7V??Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@DC%@qtAO ;@!YF?ȟ@@Y@@87嶌@9YS4@9ˮ@9;Ad@9%aࡴ?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-@DC%@qtAO ;@!YF?ȟ@@Y@@87嶌@9YS4@9ˮ@9;Ad@9%aࡴ@ DXcb@PkĿAXV@ B1F?i@Y@@8ӑ`T@9?gD,@9e6@8'l+})@8J?zSHF?Խ\L@@ DQ@SЊ_A`d@ 5xF?SP @Y@@9U@9m3@9@9,<@8s@D@$^@ª[tAVP{H@!/vLދF?Ϫ͞@Y@@8=m~@8 <@8,@8@8}k?$ȟ@F?{@@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?k"ɁF?k"Ɂ@?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i@DQ($S@Ët̼AU-Lû@!?gF?a=1p@Y@@8+5@8 +)@8ɒ@8^(@8\l?0̼,F?0̼,@?=]UF?y9@? QrF?pkC@@ DsgϦ@wbAV2@! "{öF?ag#$6@Y@@7.8 @8zp[R@8(9@8^q @8LT}[?D,sX+ +@ GVAX~@ U F?-b8@Y@@9 @9Y?F?@?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B@DƘ@"$~AX? @@ }ʶF?7 ܇U@Y@@882j++@8PSp@8Ҧ_@8 &@8f4@Dz}@Hay|AGS,v@"9F?x@Y@@8ĎВ@9y_@9v`@@9ql@9pThS@ffffffDg@fRA_P@ ?pUF?`@Y@@8;J@8@9j2Ѯ@85&6@8yݨ?ffffffD"@([jAXM,@ }F?w{@Y@@8ݴ @9/6\* +@9l+$&@8= *@8 @<JwF@!\f@Y? QrF? Qr@?Dt{>U@q+AAa ۓt@IF?5~g,@Y@@7!@8/$@8tyw @8t d@7!?0̼,F?0̼,@@ffffffD @C$(AUx @!4Kmy;F?ȊG@Y@@9*P@9XlD@9@9'1JI@8 +?0̼,F?0̼,@@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\?ffffffF?p*@Y?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?0̼,F?0̼,@?ffffffD@@Xb RAaXfl@W"TOF?,]O@Y@@7Š@83tD@8{K@+@8@L@7IO(@D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +?333333DMi/@}<ΣAY?x4S9@ ׈.F?ިc@Y@@8ecq@9g{a@9sE)/@8鲔@8Ux!?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey?=]UF?=Η@@ DXj@ądqxAUn.x@!8:7F?ֶZ@Y@@79kG@8@8,7@8q?g@8b^@D:U@;rk@RAY&[@ QlaF? +D _@Y@@8`^ @8 6H@8`@8ݐ6@8hT?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1@D +Rj^@ 0A`,w@ zE(SF?1P@Y@@8Bx @8x2@8ͩ7S@8Ds>@8 ":@ffffffD_g@a=g6A_VfL@ >F?$tS@Y@@8h%7@8,@9jC@8`M @8yX!~?k"ɁD\@$rcMAO\@Z.]ϥF?k"Ɂ@@=c.E @:ޙO@;pNq@9@7Q};;?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?0̼,F?0̼,@@DG+S/@ۉkBA]i'M@ m5eFF?~$t@Y@@8ɉZ.@8Ŧ@9L(Z@8 B@8wC@D0@/W 8`AU1i&K@!*0lwF? Z[)@Y@@8-b@8,O@8G@8Yn@8} 9A@ D&Pm@QFATyj=n@!ZHF?|&V@@Y@@9ymˤ@9TN aG@9G(#B@9'( +@8]I@D3@kAU<{@!0 h_F?8YK@Y@@8$ 9@8@8CL\v@8x$@8{ ^`?0̼,F?m@?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e@Dք)@~POAYj=@ uF?$=@Y@@8@9!Ǣx@9{T@8ɑ.@8IN?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@ffffffDR g@b[TAYmMH7@ ;VF?v @Y@@8B@9 +[@9uH@89,t@8'd@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D? QrF? Qr@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@ D.8RQ@$wA^R @ I`F?`V. +@Y@@9Uc@9Sb@9q@9'$)@8~eG@ffffffDR g@b[TAYmMH7@ ;VF?v @Y@@8B@9 +[@9uH@89,t@8'd?ffffffF@󔷳@@D`@wH kAOq'@!hV#F?x?@Y@@8Bd@9Y2xۼ@9@9;uzw@9&h%@4?E@5]\#A/%?@"Q$7F?@@,+a@,4|an@,waE@, cD@+r&6? QrF? Qr@?$ȟ@F?$ȟ@@?ffffffDIH@BAaU @4VF?≋.}@Y@@7 &@83A@8{"@8 hz@7D@B?ffffffF@=@Y@DA@)A[f@ ^KF?o]U@Y@@8 @8:#r@9ydCh@81$@8kր?E*wd@z!i>)A~ճ|@xWF?]ce@@1*anX@2|06Z@236 @2@2;@Dq,@ؾ?6AVŽ@!,bF?<쿱[@Y@@9\@9Y6B`e@90@9'fKR@8]?D\{ @HEjAYd}@ z.F?{@Y@@8ߔb@9jVZ@9u +@8@Nr@8;<@ D:d0|@Z[ AWYO@! +>TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ ?D\{ @HEjAYd}@ z.F?{@Y@@8ߔb@9jVZ@9u +@8@Nr@8; '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?ffffffDz[~@yvA]߫wǸ@ beAF?a=1@Y@@8b5(j@8@8Bl@8si-@8AB&V@Y2F@ 4@Y@D<b'@Z}AT_0ܼ@!WE_JF?'j@@Y@@7V}@8O#]@8ƪ{O@8@8u?D%-@ةiAZ~@ a@UF?[l7`]@Y@@9 @9'%W@9$J@8gj@8X7O?333333F Z?@-"B.iw?ؤ2F?`sWq@@!s@ VCW@!!p'y@B_5=@Zok?ffffffF?ffffff@Y?zSHD\@$rcMAO\@8ĥF?ANV@@=JyJz@:6DŽ@;կ0@90~@>@7RRU@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=@;:hF@ye g@Y?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?zSHF?PL2@@D[d|Q@€AW#tc@!4OF?$D@Y@@89d@8 @8~_@8I5T@8tiˍ?ffffffD4 @hsAaa;Ϥ@`F?t}^_1@Y@@7ı@83҅:@8| }@8R@7XJ@DT@iImAYqD~@ ʛ>ӃF?P]q@Y@@8H߆@9 +A@9y@8:b@8D%?{[>F?{[>@@ D>LK@ ¾ڠA`ά@ `TF?D@Y@@9]@9mfP@9 Ng@9͛)[@8m\?333333EHF@OirvAa/%@:mF?M>@Y@@58؈@6Kf@6[25@6l"O@6 I@ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6@<JwF@<Jw@Y?ffffffD'\{@fuA[ @ F?`kz]@Y@@9j'@9.!w@9>@84@8ݐw?0̼,D\@$rcMAO\@CeF? H|@@=_WB@:p@;ڝv@9,Po@7Q>@ffffffD0 @M%ͣA]gڶ@ nF?ﲫ@Y@@8n +{@8>@9L@8So@8wP\@Dp@ąE AT2@!En8F?u@Y@@71Z@8kc@8~Y}@8}ɬNk@8n8WpF?/0@Y@@9 8xG@9UVκ@9 +?ٕ@9'$v@8 +y]?ffffffD@@Xb RAaXfl@W"TOF?,]O@Y@@7Š@83tD@8{K@+@8@L@7IO(?E5/ā-@Ù,/Ap{)@/7$F?#wk@@/Sl@1>?+I6@09[@;@1\r"@1VؑY?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh@Dk@;Ǡj;A`$?@ "_F?΅3t@Y@@8``V@8.p@9$4@8S.@8C`z?zSHF?#"@@DgH7@$bAYYB:1@ lKF?wd@Y@@8Mvo@9&8Q$@9t d@8%@8Rs?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@DȺ$Y4@ÈAUc@!,{tF?bw@Y@@8f'ը@8l@8Фϸu@8Nό@8t}?zSHF?zSH@?Fɻܦ@nSB"_?踲°F?^@@'{ @#]@%ջ&UX@!(PS@ EU7g`@ffffffDR g@b[TAYmMH7@ ;VF?v @Y@@8B@9 +[@9uH@89,t@8'd?F?@@D͔=@AmFA\'ՙO@ 57F?^"S@Y@@9$+e@9K)@:3Yªz@9D~]l@8n?zSHF?s@?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?D\{ @HEjAYd}@ z.F?{@Y@@8ߔb@9jVZ@9u +@8@Nr@8;<@)-F@)-@Y@D*HZ@ÁÎAO@!Sf>[F?o~=@Y@@8Όb @9Z)Un@99@9;7F?٩@Y@@9t6o @9VDy@9ֵh@9 @8gVs@<JwF@<Jw@Y?Ecg@ޕAj}@XLO=F?$Jb#@@,az; @-s_K@-YF@-y@-?ffffffF?ffffff@Y@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=? QrF? Qr@@ '76F@W +@Y@D0@wAUd2{A@!//F?\>@Y@@9 @9Y@84@8ݐw@ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6@ D*'ʛ@.vQAY8?@ 8ڊF?P]@Y@@8+E@9_g@9rn*@8韪 +@8?r@Dk/4@oXoAWa[Rr1@! 4õF?ڐ +@Y@@8NJZC@9Y-@9]ܙ)@8N`@8ieP?DɫS;p@ pA`!벁̩@ (΀tF?䵝yh@Y@@8 +@8B_@9G)u @8N\@8BN1~?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e@D:0@9_7l@9R8@9C@92;gZ@D-R@jA]ql@ mTJۘF?u!.@Y@@8=n@8s)8@9L2G@84L@8wr8H@ DȤLSAb@%jƧAY@ @ V1F?gS@Y@@8i0'@85jX@8$fj@8n~Aj@8O\@DP3Z@ ,gAXnj@ c;_F?@Y@@7Z@8zJ@8b@8ZT9@8ض@8 (@88@8w' +?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey?ffffffF?8J@?zSHD\@$rcMAO\@!m6F?4{G@@=Ew&@:@;f R@9l @7R?ffffffF?ffffff@Y?0̼,F?> "@?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c?0̼,F?ON@?EƣHg@Ҝ6AIݤ{@?p݅F?@@,ah@,O8L@,Yi}@,(*s@+ ƞ?ffffffDz[~@yvA]߫wǸ@ beAF?a=1@Y@@8b5(j@8@8Bl@8si-@8AB&V?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@D)^3@rbtAUvy&@!0/0@Y@@7 n@@83+G@8|ذYƲ@864a@7X"Y@D:u@=UAUN@Z@!;ab)F??gߏ@Y@@8 $lZ_@8) +@8ĭO&d@8xΘ@8r>@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1@ D:d0|@Z[ AWYO@! +>TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ @ DjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1@D$a\@qAUtx@!0 HJsF?͞%@Y@@8$N@8ٟ@8Ԋ9@8U@8{'y?ffffffE@Py>A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9@ DFL F@'A_w3@ 7DF?LfQm@Y@@9{`s_@9ZW|@9;:@9 SCy@8Au@D+! k@n~HA]tea@ l*F?r +6P@Y@@9&!@9 @:!:"@9LrG@8"4-E?D%-@ةiAZ~@ a@UF?[l7`]@Y@@9 @9'%W@9$J@8gj@8X7O?333333E nf@̭,Aa5hod@z F?Xe@Y@@5e @6e +@6R<@6dXFb0<@6{ю@D$@—UNADAW8lC@!f-vJF? @Y@@81@87+@8ͦ@8.}@8o&?앿ExF@kn@Y@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D?Dt{>U@q+AAa ۓt@IF?5~g,@Y@@7!@8/$@8tyw @8t d@7!?0̼,F?0̼,@@D}i@LA`&AGJK@"c;zdF?jF@Y@@8v @9[@9qE.@@9ql@9q'tIyV@DJd@D@AXj@ Y+F?@Y@@8RN'|@8;@8g@8>k@8lP*`G?0̼,F?7?@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@ D:d0|@Z[ AWYO@! +>TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ @D, D@,:AYҕ@ T ӣF?h ԕ+@Y@@8nG@81(M5@9 +ƀR@8u&@8sJ"G@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?D%-@ةiAZ~@ a@UF?[l7`]@Y@@9 @9'%W@9$J@8gj@8X7O@DR7;@O+gAUǾ`@!J>8WpF?/0@Y@@9 8xG@9UVκ@9 +?ٕ@9'$v@8 +y]@D HR@ku]A^̵Sg@ K7&F?>'!@Y@@9^쿲@9O@:=Kd@9Y7_V@8e?zSHF?C `@?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey@D:.,@QޫAX$@ =MF?Ov_خ@Y@@8㝕er@9a/@9pw@8m\v@8$> ?k"ɁF?k"Ɂ@@DC%@qtAO ;@!YF?ȟ@@Y@@87嶌@9YS4@9ˮ@9;Ad@9%aࡴ@ D&Pm@QFATyj=n@!ZHF?|&V@@Y@@9ymˤ@9TN aG@9G(#B@9'( +@8]I@D4#@UO7AY:`1@ CTF?iQX(@Y@@8Pp@8K@@8ML%@8Mq@8d/[-?ffffffF@ +@Y@ D?3@ I}A`36B@ F?ŗN@Y@@9B1J@9nw@9`(@9H@8s ?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@<JwF@ >`@Y?{[>F?{[>@?ffffffE@Py>A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9?앿ExF@6qa@@D5˄z@,ZAwA[%L@ ּF?np&@Y@@9ƌ@9.Jx@9,JA:@8!@8x`8?ffffffF@xB0@Y@Y2F@.Q@Y?0̼,F?0̼,@?ffffffD"@([jAXM,@ }F?w{@Y@@8ݴ @9/6\* +@9l+$&@8= *@8 ?333333E lu.@Aa]":@Ec1F? D@Y@@5eҥ@6e +t@6S<]@6dS@6{?^?3@Dܠe@ZfAYhQ@ ɺ!Ó*F?c^t)@Y@@8Se&Az@8d @8*@8͹>Z@8g '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?D^ ۬@0VA`a@ јx F?>P3@Y@@8QXk@8:ƭ`@9HH@83 @8C拥?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?{[>F? @? QrF?b_T-@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?ffffffF@ ]pM@Y?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@D |0A@m1fAHTwf@"eyͤF?T@Y@@8a6;@9w))5@9ڣ@9d%9@9_V?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@? QrD\@$rcMAO\@w4r$F?"}}@@=gҬ@:{k@;yc>0B@9j@7QX;@D@(ްA]n+d +@ mlNfF?y (@Y@@8?L@8*Ho@9Lp1N@8˝@8wQ)?ffffffD{v@mJ_AT>#:@!PzF?Ms@Y@@9‚@9U!FCF@9'2@9'D[@8KL]?0̼,F@t AW@?D^ ۬@0VA`a@ јx F?>P3@Y@@8QXk@8:ƭ`@9HH@83 @8C拥?0̼,F?<.@@Y2F@鳍@Y@ D&Pm@QFATyj=n@!ZHF?|&V@@Y@@9ymˤ@9TN aG@9G(#B@9'( +@8]I?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@D)(@ܵMA]{Z:@ l#SDF?l7`]y@Y@@8 +"%^@8a( @9M8vz@8zI@8wQQ?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1?=]UF?s@@ DjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/@;:hF@Zy@Y@D7,W@F&A[7li@ `,F?TɅo@Y@@9U@9@9d=c@9;1Qt@8"t]J?F?@?D%-@ةiAZ~@ a@UF?[l7`]@Y@@9 @9'%W@9$J@8gj@8X7O?Ez이^@#TɡAw'@3jF?2P]@@1җXJe@3!;7@2؟=^ @3?`@3ւ)H@D``@wA`4 @ %@^F?tj~@Y@@: L@9 +@:b/P@9j*{$@8 @Dܞh@VA]ki4@ muF?{z@@Y@@8@ǂ@8@9LQ?5 +@8{_@8wI#?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@Dk/4@oXoAWa[Rr1@! 4õF?ڐ +@Y@@8NJZC@9Y-@9]ܙ)@8N`@8ieP@D_R@1ɜ4AXC@ ғF?뚪:э&@Y@@8 @?f@82o@8@8`ˮ8@8Gy*m?=]UF?faH@?F7zu@lH@! +axHF?VϪ@Y@@8~RJx@9Di@9]3 +˹@8B r@8KKt@ D92!@~4WA]%U "@ jT̃aF?YJE@Y@@9EA@9A@9±q@8A{K@8Ov*M@ DPͭY@Z9w'AWY^~ @! +F?s@Y@@95O@9_l@9_C@9)xWȿa@8+?k"ɁF?k"Ɂ@?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey?k"ɁF?k"Ɂ@?ffffffF? @?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1@DXk@P 9AZe>@ A͗F?KHӮ@Y@@8}l@9#-@9~_ꠔ@8[S@8nV?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e@ DVv @@ AY7I@ VכF?ﲪ@Y@@8O@9Wh|@9r\ޘh@8a @8}?D%-@ةiAZ~@ a@UF?[l7`]@Y@@9 @9'%W@9$J@8gj@8X7O?ffffffE@Py>A֟OH@J%DF?ffffff@@+1!W@+Fsr@+Qu[o@+'^Vj@* 9@D0@wAUd2{A@!//F?\>@Y@@9 @9Y=@!%J@ `Rh?E1\ m@HK9>kAe@kd˒F?@@*Y>@*EtU_@* Y @*6C@)=#2?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1@D0@wAUd2{A@!//F?\>@Y@@9 @9Y@8H%@8%/ +@ D:d0|@Z[ AWYO@! +>TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ ?Et@ AcOGC@gPzF?ұF^"S@@/қqu^@1@^s@0g55@1_B^K@1]ɟ@DƴFr@%yCsAX>CqWk@ 0æ@F?9m @Y@@863j@8R&@8ߘ@@86p@8f6C?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼?ffffffF?ffffff@Y?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?$ȟ@F?$ȟ@@?F?@?ffffffDjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:@ D*'ʛ@.vQAY8?@ 8ڊF?P]@Y@@8+E@9_g@9rn*@8韪 +@8?r?333333F&c(1]@כ B$"?XEi?M[F?ᵲK@@#z@ |y5@"EN<@` @;m?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?ffffffD\@$rcMAO\@ŕڏF?n@@=)V@:k;5@;O@9yjk4@7NU@<JwF@@@Y@ffffffD @C$(AUx @!4Kmy;F?ȊG@Y@@9*P@9XlD@9@9'1JI@8 +@D> '@d`A]ho^\J@ m}F?Ms@Y@@8z@8q @9L0d!Z@86@8w|=?=]UF?>@@Dk @;AXe3@ _F?rG@Y@@8-g@8awȹ@8dGl@8~JAp@8_?zSHF?߻@? QrF? Qr@?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?0̼,F?0̼,@?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| ?zSHF?zSH@?k"ɁF?q@?D\@$rcMAO\@'F?@@=sP^@:H@;@9c +l@7PP@D;h˟@?AU( }@!FgIF?U=@Y@@9.ě@9V@9;x@9'?@8^_?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~@ LYt[F@J[@Y@Dhk@KG&AZT7'@ s'F?갞8@Y@@8_@9$:S@9 @8^@8S?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@D f@IA`Gdoy@ fF?0@Y@@8B/q@8x9A z@8͵G"c2@8DK@8 2Uc?333333E z @JpuAa0@ +,F?sպ@Y@@5eD@6e%̜@6R@6d-@6| ?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?zSHF?t"狕@@D忂9@F?D3ҕd@@D0@wAUd2{A@!//F?\>@Y@@9 @9YF?Ԏ(tP@@DʬKBe[@0AUR@!1"F)F?sPH@Y@@8d @8p}@8L>i7@8~2?+@8l-?ɊfY-F?v_@@ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں@Dɰ@RM*A`@bc@ +F!F?b@Y@@8,ER(@8PӶ$@9"3@87|@8CV4~@D{'@w3AWPa>H@! +axHF?VϪ@Y@@8~RJx@9Di@9]3 +˹@8B r@8KKt?0̼,F?0̼,@?ffffffD"@([jAXM,@ }F?w{@Y@@8ݴ @9/6\* +@9l+$&@8= *@8 ?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@Dqy@α\`AUհm@!37| +F??@Y@@9@9X<#f@97Xɽ@9'4xN@8Q_H@DHe?@Sov;A_hJ #@ =*c1F?v@Y@@8 jC.@92W@9l%6@8}l@8y:-1@D7x@™rbAWh]@ p F?ͳ|@Y@@8'/N@8]^@8Q̶@8}bu@8e!/@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\?{[>F?{[>@@D:.,@QޫAX$@ =MF?Ov_خ@Y@@8㝕er@9a/@9pw@8m\v@8$> ?F?۹Ϛ@?$ȟ@D\@$rcMAO\@:3 F?R @@=yW@:Q +@;M;F@9 @7NȊ??0̼,F?0Q?@?D%-@ةiAZ~@ a@UF?[l7`]@Y@@9 @9'%W@9$J@8gj@8X7O@DȵvUk@CHYjEAVqE@p@!Hs.F?Zx@Y@@8֛@8EV@8ЏZ@8t}@8m?Dݪ^s&@Ti@Aao*t@®ZF?`N@Y@@7()Sz@7y)@7Z@7alb@7v%v?ffffffF@V%@@D(onR@&A`N@ 3+S F?8\g*@Y@@8A @8wL@85v^@8DQ*[@8 ں?k"ɁF?k"Ɂ@?D,Sg@2 +iAWA-H@!iœF?@Y@@85L@8~d@8oTy@8NGR@8q!c@Dr>a@6b!p8AGsKc@"[8F?Zq@Y@@89p@93יj@98a@9p½@9o\\ ?zSHF?zSH@@ffffffDb\f@bEA_TB8@ ?CiF?R~@Y@@8*F@8y6?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@D),D@S3AV&wi@!lQeF?[W>6@Y@@9'5~w@9[K@9kfD@9(ͰO@8r?F1&@v׸BK?J˹lF?z@@%HYy@" [p,@$2`@!sb@ ;h?ɊfY-F?n-oӉ@?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i?񙙙EG}.@Alj@l@xtF?񙙙@@.|k 3@.BR@.Ks@-@.0@-i'@޼@Dʱ̕@&a!AUPóU1@!;9WF?;5Xy@Y@@8Nzk@8|j@R@8~[@8h@8p? ?F?@?EeL@yq$AG8S@%}F?@@,@,6f?@,07#K@, Q\C.@+;0D?zSHD\@$rcMAO\@/EWF?FC@@=D](@: @;)@@9*g@7R̈́?E@_.gA<#@++F?@@/͙@/j @0 Od@.3@.QM@?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh@ D*'ʛ@.vQAY8?@ 8ڊF?P]@Y@@8+E@9_g@9rn*@8韪 +@8?r@ DjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/? QrF? Qr@?ffffffD"@([jAXM,@ }F?w{@Y@@8ݴ @9/6\* +@9l+$&@8= *@8 @D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1?$ȟ@F?w_@?k"ɁF?k"Ɂ@@Dż1}Y@mAa@@ F?|Zqx@Y@@8ky;`@8%#@8폾t@8UnA@8ĝM@ Dlǽ F@ ZAT@ :@!`>F?`V. +@Y@@9Uc@9Sb@9q@9'$)@8~eG?Enl/@ @+A?D,Sg@2 @+A?D,sX+ +@ GVAX~@ U F?-b8-xF?@Y@@8}@9)ҙ@9k)O@8vJ@8y5L@Dd@ ,AV#L#@!$?9F?R4@Y@@87ǻ@8f@8e@8J.@8aP?EW_@w$Aͳ̗@iF?KZy@@0 @1Bݛ@1 dr@1^=%@1&z7@ DjWT@%[AW1LS @!9(F? >lLY@Y@@8ċ?@9h|F@9[@b@8.t@8/?333333E nf@̭,Aa5hod@z F?Xe@Y@@5e @6e +@6R<@6dXFb0<@6{ю?D,sX+ +@ GVAX~@ U F?-b8,AWF?啿Ew@Y@@8熎@9b@9k @8j7D.@8y+ ?F?@? QrF? Qr@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?EgŘ@YAZ8ʟ@fi9F?@@,a*@,0wz@,Ip@,6ۑ@+G;e@DXk@P 9AZe>@ A͗F?KHӮ@Y@@8}l@9#-@9~_ꠔ@8[S@8nV?333333D'\{@fuA[ @ F?`kz]@Y@@9j'@9.!w@9>@84@8ݐw@DC%@qtAO ;@!YF?ȟ@@Y@@87嶌@9YS4@9ˮ@9;Ad@9%aࡴ?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D@E~@ڕ/v A[he@€[F?kz]z@@0WíJ@1gp@1Bɞ.9@1tgJ@1-]G?ffffffDz[~@yvA]߫wǸ@ beAF?a=1@Y@@8b5(j@8@8Bl@8si-@8AB&V?333333E w%$@hAaHq!@`{9F? /^@Y@@5ef@6e-Q8O@6R2.@6dN@6|Hnb1?ffffffEu@TkR(A~^@sZLLF?ffffff@@+h@+H(WK@+~H:@+)H@v@*T-?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@=-@:srp@; $?A@9n<@7P>,ǝ?F?@@D{au@@>%OAYPD,@ F?e@x@Y@@8bg[@8} @9};DN@8L@@8s=x?333333D@T +A`|wx@ s)F?'RT`e@Y@@8ChCD@8xCs@8M]P!@8D'@8 c?333333EF4A@AT)XAn +M@~%9Y"F?333333@@-WJh@-Td@-|@-+ @,d:?D,Sg@2ݱ@8wa@8 Ÿ)@8@6G@8ŦKB?FnCâ @?.B!?%w2F?]r@@'.jPnC@#(@%:|@!ϗ G@ `i?FoY}6@OK`}B!0QB?29F?6@@'.@#rj@%j>=@!%J@ `Rh@D9p@ŜiATn)c(@!U1L4PF? Y@Y@@7"g@8nmo@8u2H@8i`@8`G ? QrF? Qr@? QrF? Qr@@$F@)3H+@Y?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?ffffffF?ffffff@Y?0̼,F?>3C@@ D:d0|@Z[ AWYO@! +>TUF?>P3@Y@@95Uo@9`V7@9L@9)y= M@8+ @D8d@8A[U0f@ I{F?qiB@Y@@96@9.1@+@9>@8H%@8%/ +?=]UF?܅iLtM@@ LYt[F@j@Y?zSHF?'@@ LYt[F@p,@Y@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\?333333DɫS;p@ pA`!벁̩@ (΀tF?䵝yh@Y@@8 +@8B_@9G)u @8N\@8BN1~@D֯[O@~ufAYA2@ yxlBF?$/@Y@@8 fM@9!~ @9{~>@8hB@8I\@ DȺ@ GGAV3C@! 2F?]N @Y@@8l,@8a9@8'C@8 &>@8g0m@ D1!z@,A`{q(~@ EF?'/W@Y@@9c@9kH@9LÈ@9/@8 +0@ '76F@"/Dw@Y?Fzh@$;B$x䄜X?XiF?{@@)M@$-X@'Q@@";@ RW@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D?Dݥ9=7@JmAa i,@VF? +@Y@@7( '@7⺂r@7ڀ)@7%@7v#z&9@;:hF@;:h@Y@Dmf:@,bTAGl@"|}F?)r\>@Y@@8@9hGg@9 @9ozLV@9nS,v? QrF? Qr@?F?@@DR7;@O+gAUǾ`@!J>8WpF?/0@Y@@9 8xG@9UVκ@9 +?ٕ@9'$v@8 +y]@Dz}@Hay|AGS,v@"9F?x@Y@@8ĎВ@9y_@9v`@@9ql@9pThS@)-F@08ѷX@Y?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?Eoje6%@9AՁ/@Ԟ ,F?@@*@3e@*Z:l@*ܶ0 @*6e@*@?zSHF?zSH@@1;.F@%$1@Y@D̗E@vsA]i +d@ mk%PF?~6;@Y@@8Ɇ|@818@9L%% +@8cK@8w|@ffffffD @C$(AUx @!4Kmy;F?ȊG@Y@@9*P@9XlD@9@9'1JI@8 +@ffffffD`yT@B/AW?/0@ ŵMF?y2@Y@@8T.j@9l@@9a6 @8yd@8 s?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D?񙙙E]zp@ΆVA{,&@zhpF?񙙙@@.0@.FH3@.@@-Ⱦ0A@-ll2ey?k"ɁF?k"Ɂ@?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@ D&Pm@QFATyj=n@!ZHF?|&V@@Y@@9ymˤ@9TN aG@9G(#B@9'( +@8]I?0̼,D\@$rcMAO\@X|uF?@@=nމ@:*Oe'@;Bf@93@7Q ?k"ɁF?k"Ɂ@?0̼,F?23@@ DºAa@$A`;@ ^;F?^޾@Y@@9DZ@9qkoD@9@@9 t@8úT? QrF? Qr@@D=:?@A]r @ l>zF?tqp@Y@@8Y @ DSZY@sAXoM@ "F?@Y@@8j@9M։@9e{25@8,8Ը@8D@ LYt[F@ ?5@@ffffffD`yT@B/AW?/0@ ŵMF?y2@Y@@8T.j@9l@@9a6 @8yd@8 s@ DP@8}A][0@ azF? >@Y@@9N’5~@9E'M@9BV `@9ޞ +m@8W6?ffffffEjgt@E$Aj#E@Z F?ffffff@@+Ǖ@+EM@+L4;X@+%ǧDx)@*c@ Ds9'@(^2!AWr\@!QlYџF?c^t*@Y@@99CY#@9aIDy@9ڲl@9*=R@8펊J@3ݗ+kF@6K:@Y \ No newline at end of file diff --git a/Test_Plots/iso_9.20_0.00_02000_m10_IBsecondary.fits b/Test_Plots/iso_9.20_0.00_02000_m10_IBsecondary.fits new file mode 100755 index 00000000..19154b03 --- /dev/null +++ b/Test_Plots/iso_9.20_0.00_02000_m10_IBsecondary.fits @@ -0,0 +1,1697 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 114 / length of dimension 1 NAXIS2 = 4902 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 16 / number of table fields TTYPE1 = 'mass ' TFORM1 = 'D ' TUNIT1 = 'solMass ' TTYPE2 = 'log_a ' TFORM2 = 'D ' TUNIT2 = '' TTYPE3 = 'L ' TFORM3 = 'D ' TUNIT3 = 'W ' TTYPE4 = 'Teff ' TFORM4 = 'D ' TUNIT4 = 'K ' TTYPE5 = 'R ' TFORM5 = 'D ' TUNIT5 = 'm ' TTYPE6 = 'logg ' TFORM6 = 'D ' TUNIT6 = '' TTYPE7 = 'isWR ' TFORM7 = 'L ' TTYPE8 = 'mass_current' TFORM8 = 'D ' TUNIT8 = 'solMass ' TTYPE9 = 'phase ' TFORM9 = 'D ' TTYPE10 = 'merged ' TFORM10 = 'L ' TTYPE11 = 'source ' TFORM11 = 'K ' TTYPE12 = 'm_ubv_U ' TFORM12 = 'D ' TTYPE13 = 'm_ubv_V ' TFORM13 = 'D ' TTYPE14 = 'm_ubv_B ' TFORM14 = 'D ' TTYPE15 = 'm_ubv_R ' TFORM15 = 'D ' TTYPE16 = 'm_ubv_I ' TFORM16 = 'D ' REDLAW = 'N09 ' ATMFUNC = 'get_merged_atmosphere' EVOMODEL= 'BPASS ' LOGAGE = 9.199999999999999 AKS = 0.0 DISTANCE= 2000 METAL_IN= -1.0 HIERARCH METAL_ACT = -1.0 WAVEMIN = 3000 WAVEMAX = 52000 END ??Ui8/E/Y@@ھA}Z@F?62+@F@-Tc@-s@.~@-^#@- ;A?nTE~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<?fffffgNdCES@.sAcE@/V0F?$-fj@F@,}ζ@,rFM@,s5.@,򻛼@,r(#*@ ?֯~DhV@צ*AXV9:@ s F?8@Y@F@8*w@9-T@9e:L@8-ӗ@8ؖ @zG|?s"`E^Xx/c@ʇ\ANx@8vUy@8jaƎ@TF0DB j\@- AX*zg@ 5KF?-w1@Y@F@8/*@8Ӕ,@8grv>@8{l0o@8[!?zG?A٬{KpE?\z@4)Adž4KN@mF?$/@F@,C\q@,&=cU@,WC@,}ڤ@,^@6@ ?SQ&pDi 63@AXP@ ڇF?OQCr@Y@F@7/(@8~>D@8qg@8][`@8CJ{??ݦB4[E[+|@J0eAFUH@~DF?@F@2sB@1i~@2fS:?A@1;T.<@0v?`?(\)?iqE[ƼĄ@K: AȄϺo@>OIF?(\)@F@-<D{@,؅@-=Q;@,B0;@,|W­@Q?syE5@˯Ih1AϢt?ha@?\F@Q@F@'|@)'@(䙰T@)6d,K@)oժ+@?E~TG$@VAq*:#@>J2F@@F@*oץk@*Q>@*m +@*˦:@*fh?GzHa*FXT?=p +>??EǾZ"@ºvABvi@[ xUCF@@F@) @)C(@) x @)u +(@)N?GzH@EG.@j="Ad@7SF?f^@F@/_JɆk@/8h* @0.7@. gy@.VQ:@ ?J?fDs#@#G`LAY0@ w#F?Pܜ@Y@F@8MOpC@9-@9r-|@8%ʜ@8y? +=p ?zZL FXT??/Eb@qÄn @8F?@F@,޲@,*B]@,~<@,v]@+>Z?333333?*<*E8\|@ n݇(Aln@wF?333333@F@78=@4m') @6 ̒@3 8@2DnɅ? EG @@XCA6GD@ҽE=F?' 3v@F@+}Vt@**x|<@*@* z@*u\7&W@0A׷Eeg#`@ovA]@„gF?|?@F@1O :@0(@17)Q@0ۚeh6@03B@ߺWD8]BY@A+[A[ @ DRIF?q@Y@F@9و^@9.3і`@9:O@8kK@89?333334!,ERazb@ADZ +Z@[KHF?WiJ@F@- 9@-hr>@.7@-G2@,Ďx?333333?<$E 5Fq@IW|Aa@贃EF?,<@Y@F@5e@97xmh>@9s@80F+)@8/@?|"dD;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`@zG|?&<2VHE^Xx/c@;ANӨ9@Ro|F@zG{@F@'F@(| a@( s@(΁GD|@)T,K@ ?)LD@xAX2z@ HlF?B@Y@F@8!~@9 @9eC4c@89@8P G@?"XEq2!@̇P%A|'@1~F@QT?v@F@'p@),"@($=@)EI=@)k\ ?Q?LE#@ -eAp;h*@qF?Q@F@.o;m@.f溿@/:}"P@9&>yr@8J?\(Zo @EVx)@lvAOv @bF?\(@F@3WE@2#TtL@3)V@1# @0וE?6NrdES v@뢪A#G)`@`,Gh\F?=۔@F@*q^ @*}0|@*9)D`@*h5@*H >lm??s0Ef&@oH!AFG@eZF?@F@,_݇@,Qh&@,u @,H\SE@,=?GzHml/.8ED|C@D_A4@r/F?M@F@/3@.Ռ@/,@.]jT@-%1d?3333337E/M@:AlLY@F@0lgSZe@1z@1G,@1B"5@1kCu?GzHqs6FXT?333333?w1E̸4@ Aڟ\6X@ 'F?333333@F@.+en͔L@-ե0 @.Vuwؚ@- n@-0#z#c?GzT GE`TQ@0EOA$V@sF?Gz@F@2LIrt<@1s@2q| @1No @0t6?O?.*^{@Eh,u@ GYAǽKM@;TNPF?1@F@+<|@+܄{@+آƾ@+u@+V? +=p ?d FXT@333334?5 E~[V@w:J!Am@ݒ+lF@RC@F@&Xf_Hy@&9 @&C+@&v@&â?񙙙ӢFٮEᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu??А'rxE~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<?(\*?kWEtĤ@$HA 0,@"ЫF?(\)@F@9 F@6v@7BRdr@5N /@4?Q?j%E2:>+@~@IYAɶKc +@+GJF?H;@F@*?J@*˕N@*)}@ @*٨G@*H-| K? +=p?却DWj@lA#/L@A8'?F? +=p@F@;><9@8a@9ӹF@72yEX@5@B8D+N%&@af?A[n@ 6WF?d0+@j@Y@F@9䧆@9.T`@9DL@8^׬@8%&j@ ̿ۇ޶FdHa@ۤBܔARSƀ@ y/F@!q& %9u@F@#]N{@#\PL@#J @#5c~@#\I?ffffffړ~ֹE t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$? +=p ?1\! EX@\8~AY֚Y@l^F? +=p +@F@+m@+{-@+Ϊû@+}XZ@+spd*,@Km@ F^F?K]c@Y@F@8@9$*H$@@9t8@8FhT@8MU?񙙙W-EK@@3t08b^@2UY??薰Av`E Qb8@(>;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`?'E61t]@US#Am:@MF?@Y@F@3F1Ԥ@4ʋ t@4^Z@4ʓn@4 Hj@?Ӻ| EZZ7]@m3AFO=@@_F@3f@F@%RmS@%'@%}fF@%!@%pM?̿)<1hEq@rxS1A6^H@ /ޯF?1a@F@0Ҏ~@0{E\U^@1 @0.w g@/]z?˄PFFWA@:&B!-N.?CF?Z@F@'+ +귌@# 5E@%F @!s(@ p*A~? +=p5E 5])@Z6UA E@İvF? +=p@F@/W9@/BkN?@0}@.Ǡw@.8Y? +=pAE(^Q@q9^AD}@6F? +=p@F@9+@6?[%"@7( @4O>@3$h@ qF!(@b#A \R@= 2F@(?c@F@# +v_c@$@$v\@$b@$?ͿϚ1'FXT?zG|kא9FXT@ 333333?1೒ 4E$p@GAް1.Ci@HE7 QF@*#@F@%`j%@&nڍƦ@&4=o3@&5a&@&1I@?^#m D!@_A]e.Ã6@ nF{F?炔VW@Y@F@86,T@8G@9KR@8% @8wv@-~D`'@-\?Pu@-`@-$j@,J #?333333?}EOKgb@ʍ?A=\;@8%F?333333@F@.Ɗ@.2}H@.ۿ3;@-EI@-uw_M?QR*b3HEJPh}y@+m$AxЮ@̰F?QR@F@7 +@5BN{{ @65a@4z֘@3y4|m-?ͿFXT??]E I@1nmAC )@ؒF?@F@/} z@/#-k@/@.Nr@.!teW@ͿoDxz@6K䲭A`!aP@ F?ȊG@Y@F@8M@83@9%3 [3@8*~@8CwD@ lsh6Dݞsʏ@t/A^+7!@ H LqF?@c^J@Y@F@9i_ +@9Q3@9ιj@9 +v@8A?? +=p?䤡NEE(^Q@q9^AD}@6F? +=p@F@9+@6?[%"@7( @4O>@3$h@ ܰ?Gz3PFXT??ePEb@qÄn @8F?@F@,޲@,*B]@,~<@,v]@+>Z?=p +=?/cȠE[Y@C)AR`@& F?=p +=@F@.$ @.Z^Č@.Pvi@.Dz[@-34e?p +=p?ȹm8 Eّo@y!ADY=@molF@ftF@F@)W]@* lY%A1K.@^f}YF? +=p@F@3rS@2>X\@3Ks@1T@0V?QR?fؙ)FXT?zG?ыHE?\z@3ޛA{}A>@4F?zG@F@,`1w@,XF@,п=@,~ݿ@,_F6??0dDE(W(@wtW0DAWr@dF?@F@6m@4n(@5+V@3RE@2ݓ? HnTE1>B @a&6AȑDs@VGyF?X~J@F@6y@4;@5ToMv@3r5x@2r?Q?Ռt EDF@~!Aѿ=)@b{`F?Q@F@*T׈-@*Ch@*N7rE@*A +G5@*OIF?(\)@F@-<D{@,؅@-=Q;@,B0;@,|W­? +=p 3PFXT@ :̗P0Dˋ/S@@%u AXaߖ@ o!F?0+@jU@Y@F@7dF@8Q{@8@8b@8KQ->?Q?l]E#.}@YIlAMYE@"F?Q@F@8qm̶*@5A@7o8~@5&Vګf@4S?(\*|;ʠD୍_J5@IDAtAӂc@"#~F?(\)@F@&Au@灺F?Q@F@8M56B@5$CF@6sт@41xy@2%?Q?ӷBEDF@~!Aѿ=)@b{`F?Q@F@*T׈-@*Ch@*N7rE@*A +G5@*Z?Ϳ޷HEtQ9 @@BAT&@` F?@F@0 Ԋ@0O)W@0R@0hI@/Q!@?ͽADƬrS@뀔4AVtċ@!)nF?!-w2@Y@F@83i.@8XEp@8,Ǿ@8; 7B@8y lY%A1K.@^f}YF? +=p@F@3rS@2>X\@3Ks@1T@0V@ps Ec1@ߣA@@F@˰yF@F@(:@(T/[@(W >D@(ޤ\`[@(޲*t@?ּDɔ4Cd@=4AVuA@!>F?m8Y@Y@F@8X}@8]z +Ї@8'Eج@8ys6'@8bhc#?Q?ҳFWHEKd @ AƥH@uθF?Q@F@.-@.Tԁ@.s@-G@-İԨ@3333333EF,֐9@̈'!A萒6@})F@8MDV@F@"=+`@$x%@#цU@$/@$h? +=p +?(U=ENG9`@:AԶr@D{F? +=p +@F@4ȡ6@2_@4}@2 XA@1CYլG?zGyNFXT@?: ޥE柦URk@$SA3?K@d8e,F@@F@&!+@'sK@'? 0*@'C醩@'w䯧??h:&FE/Y@I̷Aߛ @s n!F?@F@-YS@-@.?e@-^;dr@- lU[?333334㔘 Do@gAomA@F?333333@F@:ubY@7D@91M@6Sm@5me?zG|?%?`FXT?ffffffjN+Ex@)%MA<DY@<>F?>E@F@0 +@1*e@0$}@1DNO%z@1`Z +?333333#E8\|@ n݇(Aln@wF?333333@F@78=@4m') @6 ̒@3 8@2DnɅ?陙lX@eATShM@!T8-uF?_{@Y@F@9)b@9T х@9ľo(@9'_8i@8 C@ ?Q )D4$@%\OA`kn@ Q ʛF?,{ Z\@Y@F@9GRh@9jB@9@9k";@8MF@zG?v5E7%h%@hߢfAq@syBF@zG@F@&$7Ǽ@(]@'@(_Yō@(\3@? yE~z@W̞Ax7,@>ݽ|F@ en@F@*+sk-@*1ۚ@*?Ly@*1ÌW@*OP?ffffffx,E t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$@ ^*Dfe[@jg AW?@ Q*NT!F?Y2 @Y@F@7N@8ze«@8ָ@8\BLp@8FiM)3?qs6E<2X@`A`rO=@/KF?s1ٙ@F@,I"@,NO@,@dcc@,)@, ȥt@?p܏D ;@ ՔQJA`C@ fF?F4A@Y@F@9ā@9n#|̲@9px@99܊e@8i?Q냮zsÒFXT?333333Bd-HFn@kZAERC@ 0FF?3:}P@F@$l9@&59@&8mu?@&2wN@'S+@zG|?k`E^Xx/c@;ANӨ9@Ro|F@zG{@F@'F@(| a@( s@(΁GD|@)T,K@ 4D{DN@[*A`CYꊈ@ "kF?wY@Y@F@9F@9e2}>@9Z0]W@9Qm@8YU{@ b9GD˧W@3vAW@ MPF?Lnm@Y@F@7eF@8@80L@8b~@8K#⟦@?iTiIJD< 68@)jA]]@ nBkF? +(w@Y@F@8ȜzuA@8e@9K؝s@8Xᚮn@8wۛ?(\*>CnEtĤ@$HA 0,@"ЫF?(\)@F@9 F@6v@7BRdr@5N /@4? +=p W}A8FXT?=p +=f@/lj@0yM6@/%)%S@.IfQ@?NuD/i@@N)AUwU@!/9(׫F?X' @Y@F@9Qձ@9Y)@9t?d@9'P3\@85@XDB>@림A]iNwY@ mBF?~g,@Y@F@8ɍ@8jc@9L*r@8Ia@8wH??>/#sFGJ3[@KB"B@u[?<~F?@F@'#@"P:6@%l+@!Ժ+h@ Ay[s?ٙ@memFXT@?#a D<@ ww@(mF@p3@F@"@$Z@$0{@$E4@%恭?%`E8O%@? PqADK "@:,F?`Z@F@-65@,e@-A@,땤@,kj?333333|E+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ?}sEHg@CQA@ebNF?@F@*QsU@*A-~p@*#>g @*@){~x?333333?| +l:E̸4@EݡA؍@E}F?e,2@F@.+z!@-@.X. +U@-ZY@-.Tu@ 2 D^ Xc@zKP]AW @ 头9F?_@@Y@F@8v[@8̦&\@8Ü~(@8s&oc@8Y0$F?̿ZE(W(@wtW0DAWr@dF?@F@6m@4n(@5+V@3RE@2ݓ@333333!E͈@.JߐA|.@b1F@ul@F@(b»@)r @)Cm@)u@)KNJ@?ͲrE&,@<2A}O9@ÐQseOF@\ޗ@F@%K6@'-A[@&D%@'?.(w@'dx??Ft (E/Y@I̷Aߛ @s n!F?@F@-YS@-@.?e@-^;dr@- lU[??ө[6'Eb@qÄn @8F?@F@,޲@,*B]@,~<@,v]@+>Z?\([?kMEqS2 @AĆc"Fg@djUF?\(\@F@1]_@0@1%4+@0)ĮE@/hbrrf?޸Q ~Z E " E@[A*@ÊF?޸Q@F@;;0Uh@7-fO7d@9*#=@5Fi@3p_J@#>2DC*9a@CoAX1o}@ ?UF?%1@Y@F@8=*lh@8<@8⪽d,:@8#@8aokF?Gz P>FXT@ 'D$f?@r84A^@ Gؚ,F?bb˧3@Y@F@9iY@9Qp>@9#@9 +/B@8I>ÌL?GzHA7 H|EjLJ @/ȧvYAǡ=t!@S%RF?F}2f@F@/+rWq@.G2@/PP@.\|i]"@-y*M@ +ffffff?}O@E쪕h +@Ǜ)A)@@ 2rF@ +#9@F@&l@("lf_@'Dh{=(@(@\`@(a?zG|Ӷ6D*'j@^AScUt@xyF?zG{@F@:(:7@7Tf@8㢪@6wl0e@5@3r(?񙙙?9?0Eᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu?>Ez"?6@=)klAti~@65'F?q@F@1@3Jg,@2 +@3im@3%iW?p +=prwFXT@?D< 68@)jA]]@ nBkF? +(w@Y@F@8ȜzuA@8e@9K؝s@8Xᚮn@8wۛ?zG|?AdE@'3ǿqA:x`@Ʈq8F?zG{@F@-%d;@,?<\@- @,֨?@,u "??mEu D@áA@@+j@{f}WF?@F@+9%W@+{on@+qe@+!ۂ{@+*F[@ _D?D@-ud;A`e/5~@ #AiF?82vtc@Y@F@9,@9i}X@9`R@9{@8b8=p$?333334@rEoy@u AwiG@@di7F?3UӍ@F@8IH-@5A:@7J<@5YSb@3˞Vk?zG|gkFEYղD@^":A os@LF?Ҫ@F@-ҫG@-{ biA@-B@-@X"@,q;M?QR?ՋyEO @@EOAʓYZ@ɦ bF?QR@F@+nrŷ@+h@9C@+tig5@+h,@+i;0f<@ ?D\L5]wj@F6EHAW+!@ q^jqF?xF]d@Y@F@89|B@8 C@8H@8/@8mR3?(\*^T=EdETs@zAs4o@&F?(\)@F@2,S9X*p@16ٌeD@26Fq@0֪9@07̴&@𭣩E菏>@ (]gHAAT#@5W9F@!y|ß@F@&!j:m'@&$d@&48+@@&y@'pAW@|:-pF:u@ț hA&O<7@/ F@ 1'@F@"m%@#rZXz(@#<_k@#ǠV@#_y\??ƶFGJ3[@KB"B@u[?<~F?@F@'#@"P:6@%l+@!Ժ+h@ Ay[s??*[0EZ@.&QA@9Z@D@9#/@9!@8xd@9]X=@9)iRǃ@9(w@8ﴚK?\(?=r E )t# @P%nqANQ'@[7sSF?\(@F@7{@5-kh*@6,\Wl@4g@(r@3h.j;-?(\)?M€ETp@+@jumA]cG@Ή̓F?y@F@-z@-\c@-O;n@-$;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`?Ϳ+H+0EQ&J@H +Au`-.@8F?(& @F@(I|@(623@(ī@(@Ile@(/0?p +=p祭:FXT?(\)؆X]PFXT@333334?L cEI@ïѫ.Ag7@wF@333333@F@(?~tS@) +m@($~@)>A +@)N W,?333334A޹Do@gAomA@F?333333@F@:ubY@7D@91M@6Sm@5me?ͿoEb@qÄn @8F?@F@,޲@,*B]@,~<@,v]@+>Z?̕wޑ`E4Y@wZAȭ)/@1ρF?@F@,jw`=@,,N>V0@,W"nf@,!@, 箬?GzVE`TQ@0EOA$V@sF?Gz@F@2LIrt<@1s@2q| @1No @0t6?O@?9t DEߊ&@sNA[j{G@ -RF?i;y@Y@F@9Fݫ{@9”@9h;@9&Au@灺F?Q@F@8M56B@5$CF@6sт@41xy@2%?=p +=^+pE[Y@:}XlAapN@;^F?Vs>r@F@.9)l@.Z@.l9w@.L@-%f?zG|?nbFXT?cY'E,`j@=6A㣻Jz}y@?F@ *j@F@)}@)C)x<@)On@("+I@(XGD"@ ̿8mKFdHa@SWVA/S@ե>F@Kf/@F@#iC@$g\+@$^zt@%֦@%H[?Gz?ҳFWHFXT?Q?UGqEKd @ AƥH@uθF?Q@F@.-@.Tԁ@.s@-G@-İԨ?QқK?Ep"ِ@͗EAPb/@5RF?Î ~.@F@1=Ց@0K@1P=VZ@0F%z:@/46aU?ffffff@9mFXT@ )@KD n@ٲMAW$^Fuh@!ydF?0H@r@Y@F@8#P@89o@8U=@8(@8i@+ B?ٙ?^h3uE!D@x4!AX9]j`@ILF?ٙ@F@7`z@5T@6z?z@4S}{̫@3WE"@!jDLJh2Uc@KR AY2z +@ ЬF?k@Y@F@8,:D@8䰴@81ͯ@8v:n@8V`-?zG|?/YE@ &@.sA7HU7@F?zG{@F@6Rd(@3Ң ո@5Pcd@3=@1oP@?: +Ds9@% tAVK<@!1T7F?r ě@Y@F@9+lAo@9]F@9O%@9(c Bf@8ݖ!q?333333ϗ~~]`Ea@(ѨA*@Sr>F?8@F@2.И8@1w|C +.@@2Vp&@1;V\@0d;J?GztX$E`TQ@0EOA$V@sF?Gz@F@2LIrt<@1s@2q| @1No @0t6?O?ffffff@9mFXT?GzHZ fFXT@zG|:=ҌE1J@R'HAvՂD@l2F@ +CKK@F@'20(}@(P@'CHkS@(0@(<Lj?Gz+O E`TQ@0EOA$V@sF?Gz@F@2LIrt<@1s@2q| @1No @0t6?O?ͿkmREQ&J@@)A(5@Km̭F@ղN@F@(d@(x,@(1 +@(.1`p@(Ŕ?Gz?84_j0E$ <ΝE@hA?6@HB F?Gz@F@7"5j@4oD}0Y@6EIp@4*k^@33OV?p +=p?rFXT?333333Wg_,?pE8\|@ n݇(Aln@wF?333333@F@78=@4m') @6 ̒@3 8@2DnɅ?xlExք>@6jAtRE-@-F?m@F@1 j@3NA,5@3}v%@3mV_@3qo/(?ٙ@2ԓ+FXT?QR?/FpEO @@EOAʓYZ@ɦ bF?QR@F@+nrŷ@+h@9C@+tig5@+h,@+i;0f<9@8a@9ӹF@72yEX@5?\([zR(EqS2 @AĆc"Fg@djUF?\(\@F@1]_@0@1%4+@0)ĮE@/hbrrf?陙hYEbOՖS@ztXA@_rjXF?q@F@1&@1?rF@1-fM@07m@0f!l??̂@m原Ao. +@xٻF?8YJ@Y@F@3l?}?K@4d)@4nߙ$@4d񑂒@4Q@?qjXDcVYX@?!AZY<)@ κZF?ꫴNP@Y@F@8%f}@9$dE@9뱈4@8q?~I@8? +=p +TrpENG9`@:AԶr@D{F? +=p +@F@4ȡ6@2_@4}@2 XA@1CYլG@?՗ ΀D@02g @*@){~x?333333CPTF;AME1@̭z]mA"85@LeF?2W@F@VaJ@ * @dl@ 8wF?ᰉ@Y@F@8sN@9L@9k |@8iR|@8y[V?ə?y差EE,@YeUA9Μ@8{=kOF?ə@F@9RM^@6̄@89Ma@5e<@4օQ?333333p_}n2Ef2A@ AƲXwt@܎9*F?k7X@F@. -@.3EM|@.@-k>"@-m=-F?Q?,OyE#.}@YIlAMYE@"F?Q@F@8qm̶*@5A@7o8~@5&Vګf@4S?fffffg?K"8ESJwL@QAW! @i57F?ffffff@F@3|1@2f@2Ru^@1E@1 }y@?6YEDH @1jAZ0) @ ,hF?{J#9@Y@F@9y @9xwƐ4@9Q@96V)@@8"?GzH0FXT?Qa1딄EKd @ AƥH@uθF?Q@F@.-@.Tԁ@.s@-G@-İԨ?j(ftE^@WD'Aɒr ( @&Au@灺F?Q@F@8M56B@5$CF@6sт@41xy@2%?3bpE~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<@?+D@+Э\A_xc@ 2̵ F?e%1@Y@F@9 <@9e+'@9t+1@84IM@8z-Bf?޸Q@9mFXT?3333335چ@F5nub@جBAʇn@AD:F?/@F@%i7y@'wД@'7t*@'H)@(XZL*@ +=p ?׮WW@E^ř@ɘkAh3l=@YW}{F@%Vѝ@F@& [r@')@&z@'<==@'F[Y?333334oMTE&בy@w.;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`?Ϳ!"1 ^EQ&J@^~,[A/Z@N@&[F@G.n@F@(S^oC@(Liw@(z=@(6.iI@($Ee`@ Ϳr~FdHa@?gjA65'@DF@B؄@F@#-GO@$ 7 @$R@$|@@%P@?MWS_`E.'@}OA1]+@H#F@X~@F@*1(<^@* k=@*WqɆ@*Q@*HiY@ ?K*gpFJ@m@7A]q]T@G3F@ @F@$X8@& =6@%zovo@&' Jԅ@&g&P?@?4_D>X@eATShM@!T8-uF?_{@Y@F@9)b@9T х@9ľo(@9'_8i@8 C?GzH?~CiE=FCbW@AŐ_ +@ +woF?GzH@F@/=$;]@.s\u@/Q:6@.v)l@-@ͿʡDWv#@==!A`bH@ F?Цv @Y@F@8,}@8@9$2ޏ@8X@8Ci 2?陙?ι 70EbKHP@TcA}Ӫ:@aցKޕF?陵}b@F@1孮{@@1?@1e8@0c@0g,;x@ZǑJDhӢ@'NAYVӢ6@ H,F?7KƧ@Y@F@8jd"@8ʞ@9 @8Z@8n?\(?h0Ep]/@ +ńA4&Z@!^_F?zT@F@/Q&.i@.Q{@/DA@. +-@.t'?zG?)lFXT?p +=p*Y)Et2Y@ç#AѽlH&@t>F@ʧֺ@F@)46i@)s@)+@)?6h@*;匷@fffffg?󜮿4E,Y&@iA.]@y%[AF@ffffff@F@'b2-=@(G}*X@(K {p@(` ⟠o@(yU5(]@ Svpd@?'`DxZ@ +@8;AVD@@!ӿF?m3 A!@Y@F@8U&@83aU@8*wq@8z3] D@8cp^?333333?&ZEa@(ѨA*@F?333333@F@2? @1w{B@2V˴@1N;(@0dK @ODƆ6@˜nfAWJD@! Fl F?P]q@Y@F@86(z=t@8vG@8BJ@8 u@8sa?ffffff?գzE>|~@&ӻ:A˴z>@ǪE;F?ffffff@F@.Nz @.qs"@/ n#b@.qXb@-^@ͿDMb^@5mZAaq@ $IF?n@Y@F@81=@8s\M@92|"`@8S8@8E??0=+JE1Z@` +sA}"@Z] F?@F@65D@4"A|b%@5WWv@3u*E/0@2t@!"DkiF?9䣃'@Y@F@7 \@850@8 kw@8s :@8`1p;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`?333334?ޡ} @EBte@SJA| @Bs&F?333333@F@4{,FX@3 kNP@4 +M.t@2"d@1?C@GFg,F@χ nA=J@:a@ɤF@ɻj@F@"Mk&@#˞`w@#zųok@#T뺗@$-]?Gz?`^ TE$ <ΝE@hA?6@HB F?Gz@F@7"5j@4oD}0Y@6EIp@4*k^@33OV?Q﬏DMDd@NA4@6"=F?Q@F@?59q@:5&a6@*o@2S@1i}??HjE[+|@AOA@yǃF?< V@F@2}5H(@1I@2kS6@1@9KF@@F@%n@':_U@&)%"@'\@'9@ffffffؿ!:Dgk@fA_P[Vn@ ?r"F?4X @Y@F@8Y@8O#7@9j}1}@84/@8yr@~'&D c@ h\AW&GB9@!~VF?/D)@Y@F@8n@8 'l@8ȕNd@8{DA@8bua @ + +=p?E@E( j@`U}A?\`@KSc3F@ Nv@F@%ُC@&SJ,@&5}D@&k-[^@&\@%XhD\L5]wj@egsAWswC#@!80F?4n@Y@F@88B@8mpy @83XP@8?8@8pv?GzSM&nE`TQ@0EOA$V@sF?Gz@F@2LIrt<@1s@2q| @1No @0t6?O@ v=%D@{?SA^Ew3@ @ XMhF?梱pO4@Y@F@9WC@9IC]@9E{@96Tn@8-?陙?#Ef<\@æ[A( @['F?陙@F@1p@0KM@1̓#@@0N@09݅-?AFXT??dD4@7H-Aapb @3%F?(M@Y@F@7%8@7y+p2@7wÑ@7t @7vAX @?؛0D< 68@)jA]]@ nBkF? +(w@Y@F@8ȜzuA@8e@9K؝s@8Xᚮn@8wۛ??RdEb@qÄn @8F?@F@,޲@,*B]@,~<@,v]@+>Z?zG{? @E܁^j@gA۔@k;mF?zG{@F@*R @*@*?@*o@*,O;@?X@(BH@)Km>@)j'd? +=p ڎ':'FXT@?7ՐEZZ7]@Ƣk-Aq;@׼YF@ N@F@%xQv @&%;@%|mk@&1@&N0??-E9c]@+A@@5Kv1ZF?@F@+{M]@+b +r@+U >k@+kJb(@+6??4E{z{Z@;UGA~kFS@XBF?@F@04^򹽻@/ͦq@0l(~aM@/},R(W@.BIc?(\*?d EdETs@zAs4o@&F?(\)@F@2,S9X*p@16ٌeD@26Fq@0֪9@07̴&?ffffffK3EJcu@ cAX^@IJF?ffffff@F@5"ĹZ@3 {C@4S{>*o@2S@1i}@333334LxK< F 8p@@E'Ax^wc@oK>XF@rz,@F@!l@#wR3@##:7@#t D@#qF?\(¿ْ=EZ@\q]AWr@;F?%]:*@F@+V'~@+a:"W@+hsIs@+c6@+j@WZ?p +=preFXT@NDT| +@LX +A]8hI@ rNF?O M@Y@F@90@90@:{腺@9JgQ@8RoO?Gz?-* E$ <ΝE@hA?6@HB F?Gz@F@7"5j@4oD}0Y@6EIp@4*k^@33OV@<Dv 1@P;A\R@ }3ۭF?KCW@Y@F@9Q@9eT@:!f@9F@8w?Ϳ΍ ZEtQ9 @@BAT&@` F?@F@0 Ԋ@0O)W@0R@0hI@/Q!?(\*?h D୍_J5@IDAtAӂc@"#~F?(\)@F@V0@,W"nf@,!@, 箬@D,DS}@,A]:(Ҷ@ c0F? x@Y@F@9І@9u@:(ݢ.h3@9OȖ @84ټt?zG| FXT@?3۴D^U@AAY|z@ tF?3 V@Y@F@8D@9!hIY@9{/@8떗G@8`' @?*iD<@ w-@ +a ķA3b@$/F@ JD9@F@'[@(4W@()}0@(Ћt)@)B8@?玠 >DpU"H@2ܡ{AGzv#@"w7@F?KCW@Y@F@8Ro@948t@9מ֘S@9pM] +C@9o lt?陙a" MPEbQlʄ@|sA +?J@`>KF?u@F@1sU9cC@1?%~]@1oP@0 4@0fwӮ?p +=p?o.FXT?GzH?#McFXT@@E Dj&8\@gЩAV}n @! eF?Ԫ"@Y@F@7N)@8P@8n^t@(v+bK??۹ @ED.@'oAcj=@1uF?@,,@F@+N5S@+hKrb@++J@+Eu@+{c@zG?lmpE7%h%@̝˪aAԉMN@nWKM6F@ +4֡b@F@&qH|@'ަϒ@';og@'q@(3_?ͿEb@qÄn @8F?@F@,޲@,*B]@,~<@,v]@+>Z??:E5ZÌ@,WÅ/5@G>pF?d?@F@/H@/_^iɰ@0 I0Ξ@.vJFNm@.PA3\d?QR?HQpEX@9AK@E^F?QR@F@9}vl@6 ltĺ@8_YP׋@5e^,@4>? +=p ?ҳFWHFXT?Q?(hEQݥ2@þAշ>@x!v+F?Q@F@+::@+^,@+F@+Fw@+1&?zG|?8u<9@8a@9ӹF@72yEX@5?333333?NIqEBD@ʴ-mA[1؈@!:F?333333@F@4{ @3A@4Q]{@2| +@1_G?zG|@9mFXT??0'OːE~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<?Q?"+@Ɩ v2AɀTd@*DF?Q@F@*A@*zb@*=5@*5Sm@*,<9K?GzH?94˟FXT@ ?vE&d4@Ц ,Ad@9F@ @F@&%Qi7@'KE9@']r@'ܦ"n@(.4?ffffff?7$hD(=m@H[|]?AaC@ Xi5F?İ@Y@F@7FCsq@88 Uav@8-@8 C>@7񸕪?Gz?䤡NEE$ <ΝE@hA?6@HB F?Gz@F@7"5j@4oD}0Y@6EIp@4*k^@33OV@?ۍvD 1@vAT@!TW-F?`:@Y@F@9US}~@9T][8@9.2@9'`] @@8n4f?333333?-bGE+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ@ffffff?اKpDU&~'@1A`t,@ *ځF?Nx@Y@F@9=M@9bb@9ypfr@8r?P@8{Zq@?&D+@eǛ'A]g5ҸQ@ ny-7F?瀈P@Y@F@8a[G@8e9P@9L ].@8DIZ@8w?(\)쭹vFXT?ə?Dy;EE,@YeUA9Μ@8{=kOF?ə@F@9RM^@6̄@89Ma@5e<@4օQ@&HEZZ7]@U^d.APd@HF@ M @F@%-:[^@&J# +@&Ry_@&XzT)@&yoa?333333U+MEa@(ѨA*@_aF? n~@F@2+#@1w9@2VK5N@1@0dm*o@2S@1i}??ЀE{z{Z@>A:F`@YqF?N]@F@07x5@/ tA@0ob@/z͔@. 4?333334?J>GEoy@vj&_AvЧ@Ś5F?333333@F@8I9p@5Hh"@7J/ZA4@5K#@3Ώs&?׮zGlTFXT@%FkiR@χ,AK< }@bF@Ȇ@F@"y{@#r@#AC@$!)@$YvC"?zG|@9mFXT?333334 ^E^","@FEAǕؼE@ JGF?333333@F@-ˤ@3@-K@-%x@-G@,h?zG|?ʇI"T`FXT?Q?E dDE#.}@YIlAMYE@"F?Q@F@8qm̶*@5A@7o8~@5&Vګf@4S?\(?ȣE!TWP@ì&"A5v@WNF?߲u@F@+X|N@+qybN@ @+sk.YYW@+u@+btٱ??Hr E P@<[\Ar]i@"8 JF?k0L@F@)`@)@)WQ@)b@)5{d@ K!DlZ@!+:A_zu@ ;}O1EF?tj~@Y@F@9wC@9XDFr@9@9Ҡs@8[\? +=p lӛ FXT@ 3333338`E|Ѻ@+/KSA)$@^jNF@ߒka@F@$}@%VqAsE@%.o#O@%bdɸ@%zk?ə?!ww\EE,@YeUA9Μ@8{=kOF?ə@F@9RM^@6̄@89Ma@5e<@4օQ@1uQ%ZEl )jĜ@mꦾA[}i@|F?@F@0q5Rq@08@0v!@0q̌V@0jR?ffffff?=4_D"@sn AaC'3@]NF?M@Y@F@7~ #<@820m@8yK~2@8oQ\@7(7@ffffffĽUD +G><@ENA`3K@ %F>hF?䓳@Y@F@9k@9 &@9}=)p@8E @8{'@ ?#pD@xAX2z@ HlF?B@Y@F@8!~@9 @9eC4c@89@8P G?Q?8@EQݥ2@þAշ>@x!v+F?Q@F@+::@+^,@+F@+Fw@+1&?\(ÿOIF?(\)@F@-<D{@,؅@-=Q;@,B0;@,|W­?׮zG!Cf@FXT? +=p +?|ENG9`@:AԶr@D{F? +=p +@F@4ȡ6@2_@4}@2 XA@1CYլG?̿ujE I@1nmAC )@ؒF?@F@/} z@/#-k@/@.Nr@.!teW?p +=p?S(VpEّo@ŜiAX1@[SF?p +=q@F@)7J@*bD<@*IH=@*m@*@S ?333334J͞H{ECg;H@p3A2@%F?6*%@F@4f8Ŏ@3TԼ@4!t(@2y}Ë@1)9a@? 3r$D<@ w?\(?оSE-@AwAf4:@Αg:MF?\(@F@7Vws@5h=T@6#6@4~[@3Mяz{?Ϳsо@E>D @muA1'q6R@ fTF?ڹZ@F@/~T_@/asf@02'p +@/g@.gƻ"v?񙙙?~4Eᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu?Gz?#S5pFXT??'mECw;J@44J7AD~7@*rF?@F@+uL[@+`@+󓝪^@+g5'@+_TM4@H.DvM@dAWą@ %dqF?쌨?@Y@F@8qfJIF@89F?@8=`(,@8x8u@8]AX?ͿGK!l`EtQ9 @@BAT&@` F?@F@0 Ԋ@0O)W@0R@0hI@/Q!?QSn EC @As{@WF?Q@F@5W C2@3z@4 @2>E#@1~(%)?YjFXT?(\*T(EE~O@`0AG E@YF?(\)@F@*o@2S@1i}?fffffg)E|ZbL@ԙbAd)/@:F?hʹSYC@F@7ߞk@5{k@6Gp@4.St,@3@4|@pFg,F@̶j_{A9a@7mF@#*@F@"A&@#PdN@# j@#hI[H@#؏Fx@rRqsDȀj@U#g2AX +] K@ ݣM +F?j@'@Y@F@87@8 d@8k2{M@8r%@8UV4M?޸Q۸sE " E@[A*@ÊF?޸Q@F@;;0Uh@7-fO7d@9*#=@5Fi@3p_J@4DȉU@UeA^q@ RYYF?_ôr@Y@F@9J@91@:7@8@9VB@8?333334꾗..^Do@gAomA@F?333333@F@:ubY@7D@91M@6Sm@5me?fffffg)gETR@}AKAWM@M=F?v9P@F@3/w@2s@2װ>2@1@1v?&EC@f| AV5g@sF?KƧ@F@7rS8 @5jJ[@6߿{jJ@44p@3%uj?zG?yܠ8FXT@dつ&D+m[@CDZA[a@ .F?d9@Y@F@9}@@9.@9?b:S@8v"@8?Q?却Dd@NA4@6"=F?Q@F@?59q@:5&a6@@8CY??Rz\E LVVp@*ؠdA Έ@2~;F?@F@8ďf@6/m@7T +x@5^v @4H @@EwDҌ$[@d+A\#_@ MF?eK@Y@F@9!+@9/2~ @:O@9Djd@8/#p??ƝToE4Y@wZAȭ)/@1ρF?@F@,jw`=@,,N>V0@,W"nf@,!@, 箬?Ϳ"&|0"EtQ9 @@BAT&@` F?@F@0 Ԋ@0O)W@0R@0hI@/Q!@ ?EV. +[G@MNA +e@򶊈F?xW*@F@,p-?{E@,hE2Y@,IzF@+A+O@+Ǖ?=p +>@9mFXT@?§鹚`Ds@œNBAWt4@ |F?9C@Y@F@8*2@8ZDX@8/@8T&@8iCH +? +=p@9mFXT?QR̆Z xFXT?zG@9mFXT??BEug6c@u'0yA{R @VF?6.6C@F@*Gb@*@*@+@+8r ??6CEtQ9 @@BAT&@` F?@F@0 Ԋ@0O)W@0R@0hI@/Q!?QR?o05Ek6@J=WAĕYv@NF?QR@F@/ +o:@/x @0#F@/ `@.i\?̿bAB5Eq׿`@a&A@F?@F@0Hy@0z^W{@1ձQ@0/lw#x@/^rb@ ? dDs#@#G`LAY0@ w#F?Pܜ@Y@F@8MOpC@9-@9r-|@8%ʜ@8y?zG|??.FXT?ffffff\EcF=@FKkA֣ak@zﱥ1F? k@F@)Zk@)DICƍ@)L:o1@)A +8"B@)9I2?׮zG?My؎FXT?Gz/DE$ <ΝE@hA?6@HB F?Gz@F@7"5j@4oD}0Y@6EIp@4*k^@33OV@?_29@Eș*F@XPQ5lA֣ak@r2nF@@F@' +@(_9t@(:R޵@(l&@(Ϡė?(\*?ꭻEdETs@zAs4o@&F?(\)@F@2,S9X*p@16ٌeD@26Fq@0֪9@07̴&@?j"xDyi@Wq(9A`!@ pH F?^ s@Y@F@8= L@8@9"}@8>@8CY?Q̱E1F6@E-Aq@)fCF?oVz@F@.(@.f@/b@-x=Y+@-jBrM?zG{?a!ĄEa@'3A*R@#VF?ymn@F@*XC,(@* J@*= @*_@*i|@djDe@&AX$癲@ ewF?1&x@Y@F@8NgU|@8_jm@8d婗@8on#@8sAx@ ?/{S8D) @wFpAW9+S@! f̐F?S&@Y@F@92?@9_IE?@9}0@9)/蛊r@8GUt@ffffff?ƘPD28@ A_'P*-@ CM9,uF?İ@Y@F@8 S@8WP@9gQ T@8@8y[lQ?Q@9mFXT??ʆNEtQ9 @@BAT&@` F?@F@0 Ԋ@0O)W@0R@0hI@/Q!?\(ÿXGFXT?Q?4Dd@NA4@6"=F?Q@F@?59q@:5&a6@F?2^@Y@F@7 @8oP@8i\6@8gu@8Tzp,YH@ ?aa:DD@(yAZt/@ s9|F?@Y@F@9@@9(@9x:H$@85bJ@@8'C@?VF +dPE@ҏY'A}QmX@ENgF@ @F@$Z+1?@&?iV@%<@&A|@&GH??/q:PEo-@M AȐb@;TtW F?@F@*ɼ*@+@+qB'{@+)P@+C&m??~1wdE(W(@wtW0DAWr@dF?@F@6m@4n(@5+V@3RE@2ݓ?\(ÿ!pEGΰQ@_!Aګ +Wm@v̿F?5@F@5@3IU@4J@2V +@1i3@ xdU*De2x@ꝝ?AWxI@ anzF?Zݘ@Y@F@8:2 @8uR@87u@8o<@8UA@ 333333?E$p@˨(.A۵2{@ToRF@ 333333@F@%hW6@&LM@&q_c@&|@&@333333HO-~hF,֐9@!A+L@U\ +qF@Ͼvȴ9@F@"Gr@#@a@#U8v|@#x!@$Єu?p +=p9=]IFXT?ffffff?V1D"@sn AaC'3@]NF?M@Y@F@7~ #<@820m@8yK~2@8oQ\@7(7? +=p?M~% Eo'f@f@_A.('ė@qF? +=p@F@/qg@/68!@/G@.Ȕ`@..zI5S?ffffff߅4тE +E?@/U߈A9m&@ErF?ffffff@F@+ +/@+v9AW2{@ Y{}F?^޽@Y@F@8 '@8D0n@8Ҵ@8n??&FGJ3[@KB"B@u[?<~F?@F@'#@"P:6@%l+@!Ժ+h@ Ay[s?Q?d:(Ep"ِ@͗EAPb/@{jF?Q@F@1=@0yy@1P<@0F56@/OC@ +=p ?B#TEi‰@/'΃A/ @^RYϣF@ +=p +@F@&"1@'"hB@&8~ͭ@'6+@'gi8?GzHBRFXT?zG?52rFXT?(\) E[ƼĄ@K: AȄϺo@>OIF?(\)@F@-<D{@,؅@-=Q;@,B0;@,|W­?(\)`%E͌7@K\Aͳ $@NjF@Y<@F@-HD@,ߵ@-lX@,@,73!N?333333÷fE PE+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ@GzH?|xW E/V^4A@7AB*@_ъhF@K@F@(@)eB +@)@@)ttc*@)([ ?Gz?mFXT?QӖHPE +o@ŸsiEA(v[@!JF@vh<)|@F@*"^@O@* y3A@*{݀@*qz@*^bu@`D^@w!A[()@ liF?4j@Y@F@8W +z]@8U4@8&g x@8|$#@8QW6m@?n-ZD<Ͻ@N6bgZA\@ <+F?iY_a@Y@F@9,@+@97E;V@9׼@8[@8#?ᙙzS E/Il@u؂A.:@OF?ᙙ@F@8To@5W) 4@7&S@4_|(@2{U?zG|yZD*'j@^AScUt@xyF?zG{@F@:(:7@7Tf@8㢪@6wl0e@5@3r(@ ?퇓.N|D 2T@p[PAX @ 嘹F?k @Y@F@8Z0@9l<@9l,R@8Vf4X@8DȢ?Gz⿵ܦ@FXT??uchEtQ9 @@BAT&@` F?@F@0 Ԋ@0O)W@0R@0hI@/Q!? +=p ǰEX@\8~AY֚Y@l^F? +=p +@F@+m@+{-@+Ϊû@+}XZ@+spd*,@?ᨎ$x F7c$@ g?`A@0&e@(N̴F@9hZ@F@"ю9@$! @$/P@$2@%K?p +=p?캤r@DEّo@ŜiAX1@[SF?p +=q@F@)7J@*bD<@*IH=@*m@*@S ?񙙙?&#mE;ʓH/@ +oAի@,\F?񙙙@F@/s@/z )@/ҷ{@.W-?H@."ߋI@?ofD<@ w@ݖMHUXA˔>b@Z{w-F?X@F@0[@0T\Z@0`3,$0@0Sݑv@0Tb9@??օ Eý0@i=gAӿ.2@3F?@F@)sP@)sxp$@).*u@)߷w?@)q?(\*?.=EdETs@zAs4o@&F?(\)@F@2,S9X*p@16ٌeD@26Fq@0֪9@07̴&?p +=p'bFXT@?F +dPE@ҏY'A}QmX@E9eF@V}@F@$Z+)2'@&?hOu@%MS9@&A޳4@&EH?Q ~Z E#.}@YIlAMYE@"F?Q@F@8qm̶*@5A@7o8~@5&Vګf@4S@/D( ;@!:_<A\|˲6 @ F?oTK:@Y@F@9`-a@9rg@: @ +<@9DSv@8c^!??q~ E{z{Z@9d7/5AÁϋ,_@ۀ{CF?fr@F@04x_(M@/;g@0l@O@h@/}8X@. +}@Q?y8ς0E T@ÁAG+@ &F@ eI/@F@%SX#؝@&f͒8B@&?;G@&r G@&ęC? +=p t*EFXT?̿j(NHEq׿`@a&A@F?@F@0Hy@0z^W{@1ձQ@0/lw#x@/^rb?333334?r/{Eoy@vj&_AvЧ@Ś5F?333333@F@8I9p@5Hh"@7J/ZA4@5K#@3Ώs&?Q?JuEp"ِ@͗EAPb/@{jF?Q@F@1=@0yy@1P<@0F56@/OC@?ێpDEv:@UAeA\yn@ w>HF?rq6@Y@F@9,-xO@964^Lw@9V"<<@8%@81j? +=p @9mFXT?ffffff[fCFXT?Q?zFXT?U:EM@A*]@F?-iL@F@-S:"@-@@.t}B@-]桵@-2'z @̿صa3F @<KA'r6@tLF@ 30qX@F@"}@#8{@#b"@#yQN@#vZCI@?dD"J@WOF<'A`~(@ \F?@Y@F@8C@8@9"@8 +Y@8CB4?333333[e"vE+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ?QJ_קFXT@ hD}D <@^AW#+.[@ fF?\R-#@Y@F@7:S@8|g2+@8#'\@8^, @8Hc @#D67@IyrBA\7@ ?!XTEE5b@ͷXANL@gfF?@F@/4@/wCh@0!5@.Ou@.]pX@?rUqE1 @a&6AXpB6@VF?@&`@F@6$_@4Iu@5T,@3rBƟ@2k ?ffffff?ŇKg`E t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$? +=p +@9mFXT? +=p :FXT?\(?vXE-@AwAf4:@Αg:MF?\(@F@7Vws@5h=T@6#6@4~[@3Mяz{??VgBE9c]@NWAFEu@5F?s@F@+ZO =@+atwg~@+T/z@+j;\#@+~?333334$GG?/AW 5@! ?dF?PܜM@Y@F@8M`AΞ@8.@8(θ@8?@8tLj@?GE~z@=ć@F@/d@1qU@0ċu@1:ƿ-@1v.@2o~Dļر@{l lAXK36@ RF??F@Y@F@8S()@8Uq@8OL@8ak@8lu>R??֐EUK@Z$+eA\F,@ R7F?rC{@F@,,%@, ̗Pd@,'#sQ!@,.zg@,? +=p?)]4DWj@lA#/L@A8'?F? +=p@F@;><9@8a@9ӹF@72yEX@5?p +=p2FXT?Q@9mFXT?GzHAFFXT?333333?U_;n E+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ?4%'NEŝ@yqPAsT @ϗTvF?:э&@F@0 M@/ؕ@0>%]@//UDR@. &i? +=p t΀"FXT@EZZ7]@N m"A:_E2@ ߇PF@u)@F@%Q4Ŋ@%@%v-@%ʽ Y@%v<@[м +-D:a}@N2J}AU[4I@!1 F?Կ @Y@F@8,V\@87@8l @8@8~kes??5t0EHg@CQA@ebNF?@F@*QsU@*A-~p@*#>g @*@){~x?\(?0E!TWP@":AݑX@E=LF?\(@F@+X@+xy@+xAl@+}cp@+)]݆?̿iުE(W(@wtW0DAWr@dF?@F@6m@4n(@5+V@3RE@2ݓ?\(?w +38E!TWP@":AݑX@E=LF?\(@F@+X@+xy@+xAl@+}cp@+)]݆@?!0YDhu@"AZS4g@ mF?걅H@Y@F@81@9$:@9r9@8[} @8s*??EE /1O@Ň*AwL@'F?@F@*MB@+!):bR@+ O3@+,mc@+D̯&@_\|(D2T!v@6=AU>f@!+MF?b@Y@F@8,>x @8@8@8 +ӕp@8|Q[@ڔiDhDx8@zl\^kAY @ (ȢF?B@Y@F@8N@8@8@8f'@8Jd$?\([@9mFXT@Eʛ@ɳNCAᛐ|M@Bgq0F@ V{0@F@$.`/@%hC@%R}@%K۽)@&+?J?ffffff@9mFXT?QR?iqFXT?p +=pT FXT?\(?TTU@EGΰQ@_!Aګ +Wm@hЩF?@F@5G0z@3J@4IW@2Kfwm@1Nb?Gz:oנTE`TQ@0EOA$V@sF?Gz@F@2LIrt<@1s@2q| @1No @0t6?O?.. E~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<?\(?{E )t# @P%nqANQ'@[7sSF?\(@F@7{@5-kh*@6,\Wl@4g@(r@3h.j;-@ ?{mD#hlك@:ƮAW|G@ ͓F?4֡a@Y@F@9AZr@9c@9xF @9+8N1@8}U?GzKAGFXT?=p +=}{梇FXT?zG|FXT?zG{?];Eک&_@dkxA$Ae@7F?Sv@F@*0b0@*gA@*Ϩ@*k)x@*J7y?̿ӾEpDMi@bAX @ܼF?#q@F@1];`@0 @18 ,@0D@/N?Ϳ$TxE;o;@S l3AZ @{N۹F? Nʗ@F@+X@,Q@,cT@, ]b@, ?Q뿆4>E1pIzg@>&Au@灺F?Q@F@8M56B@5$CF@6sт@41xy@2%?GzH[LE=FCbW@oAũQp@ɭ0F?epn@F@/>%{@.::@/@.~U@-=*kl@ +ffffff;F7@#u()A&qx@]F@ 2e@F@$Akq@%e`@%&u\0y@%zl{@%?QR\E22@0A߀@@QC, (F?QR@F@5]n)P@4@55>2@H@3\-p@2ˠA? +=pںEUmRԨ@[> lY%A1K.@^f}YF? +=p@F@3rS@2>X\@3Ks@1T@0V??EZ@AgCFu@sK\F?v @F@/틾@/ ?7;@0+z#^@/o(&@.v ?Ϳ]/ f&Eq +@ ̼ A!d@ "iF?G@F@0*c +@0x @1w~@0,4J@/2-@!+*"pDìd$@l*JAX1J@ ؖ[WMF?Y@Y@F@8b, d@8żf@9@8RY3@8x@?333333?r\yXE+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ@?VEڳ @^XAԶ&@Š&F@%@F@%K%@'(CX@&F@'Jn@'kdM?Gz?Jީ4FXT?ffffff1HEJcu@ cAX^@IJF?ffffff@F@5"ĹZ@3 {C@4S{>*o@2S@1i}?ᙙ@9mFXT?zG|S/PEUg@S܍A^UH@8Cq'F?&M;V@F@-$>@,}BmT@--$~@,-s/@,`uJ@?Ϳ1#EB^@MR{AK$~@qF?@F@6Bd@3hI3@5"&@2EEt@1V.\`?333333.FE%xtB@Ϯ[n%An~k@4yF?Ҥ*@Y@F@4 @5!,2@5 qKҒ@5!ŗd@5;p?fffffgPESP(.Ç@PHAWT@f RF?fVE@F@3 +yR@2g@2Yhg<@1@@1 2C@ ?| \)DBt1@BA\d@ y1F? k~@Y@F@97,;-@9;}OĦ@9v-0@8-v`@8?У +=px%,a@E@;zAh5@@C{F?У +=p@F@8K$@6z@7J2@5J:g @45L@D!l@dްR_AXtÌ@ tm35HF?p`@Y@F@8`Q"@8Þ=s@98@8@8v^f3?QR?'5E2_@0Aߜ@Q=ƻF?QR@F@5L@464@55;m#@3[$@22.?=p +=?ڬjpE{]@ ]A-_Y@)DǿF?p*@F@*d@* |@*9X';@*N@*ѵ?Gz<FXT?\(?BEVx)@lvAOv @bF?\(@F@3WE@2#TtL@3)V@1# @0וE?o D3q@O[AR@]!_F?@F@=A}Q@9jbd@;Sw &@8i@6);?333333E+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ?zG|-,D*'j@^AScUt@xyF?zG{@F@:(:7@7Tf@8㢪@6wl0e@5@3r(?Q?3hnUE2:>+@Ɩ v2AɀTd@*DF?Q@F@*A@*zb@*=5@*5Sm@*,<9K?GzHtD4EJo@]pADZL ?@~!etF?7]B@F@//WI@.ӲZg\@/>@@.^C[Y@-¨6??%ʋE~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<?fffffg?DERނ`B@ AU@H|dF?ffffff@F@-@,h{@,0@,BJg*@,~0 'u?333333?ϱKȃ0EOKgb@6[أA>3w@7b;F?4"@F@.2W@.2@.|E5@-5,#4@-u: "?У +=p?ʔ pE@;zAh5@@C{F?У +=p@F@8K$@6z@7J2@5J:g @45L?\(ÿN #D\+E@+A <,@eJa6zF?\(@F@9S +@7$D@8@6I]X@5Jn +?ͿnEb@qÄn @8F?@F@,޲@,*B]@,~<@,v]@+>Z?GzH?%j&hEIj)@_y*mAIqI@Sd AF?@F@/M'@/4~0@/v@.7f$@.++?(\*˞D୍_J5@IDAtAӂc@"#~F?(\)@F@c@91F@9+Og?@8l3d?Gz?UGqFXT?Q?ʇ%EB\v@hߝyԹAex@1}F?Q@F@.@-tM@9cK@9r{D%:@9+7B"@8@(?Q+z(D{:@,SU^uA.7@YeF?Q@F@:IK@7NF@9|[KW@6F@5"L?=p +>?n+EǾ)S @=-E=A wK@b'#F@xN?@F@) + @) 3q@){,@)"n@)&p1?ffffff?@)zHYP@)@?@v{HD+6N@ +A]i=}@ ml.vF?~|ᛑ@Y@F@8ɋ{@8e-@9L)S%@8 -@8w>@ E[$[DvQʡz@A^L H6@ X%]F?Կ @Y@F@9X]$n@9Jx@9BYr@9xF,@8?Q?KEQݥ2@þAշ>@x!v+F?Q@F@+::@+^,@+F@+Fw@+1&?p +=p FXT@K|cD.N*`M@‰ +AX"d@ hDF?.۵@Y@F@8"T8@8q@88S6 =@8zY@8^`@?Q?yjj`FXT@?Ԥ5yXDyi@Wq(9A`!@ pH F?^ s@Y@F@8= L@8@9"}@8>@8CY?ٙj'E!ؾ@w2Ae,@4 F?ٞx U@F@7_v<<@5V0@6y(@4R̀O:@3VR)2?鰪DEG @TzAʸP@< y`F@j@F@+\D@+"~N@+#h^!@+'϶k@+3nH+?ffffff F״E5 @@ CQB?F?ڐ@Y@F@8@8m"@9g@s@8N`w@8y[.j?zGٲQ;HEr$@P~Aġ1a@VF?zG@F@0t,`@0qq@1sæ@0M +c @/R]@?)S1D<@M]A\j3y@ (ĮDF?hM@Y@F@9- U=@97Me@9 2Z@8`]9@8$?GzH?P2BE=FCbW@AŐ_ +@ +woF?GzH@F@/=$;]@.s\u@/Q:6@.v)l@-@Q?bfHEGBrg @*@){~x?̿و.XEV}%@ĮQY;APU$[o@!fTH4F@H:6@F@*A@*s";@*զ@*c~@*az?(\*isuEE~O@`0AG E@YF?(\)@F@6@# +!<@#8ly?ͿhhzFXT?̿ QQEQ&J@7`7`/A!}@v(eF?GUu@F@(jĜy@(D#@("@(v3@(«T ?ffffffcpE t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$?=p +>?Iq7EǾZ"@"AԔj;@y肽F?=p +=@F@)c6@)C am@)6jC@)I@)SsW{>??đ4@Eb@qÄn @8F?@F@,޲@,*B]@,~<@,v]@+>Z?.<E LVVp@'A:6@=F?sQ@F@8Y@6/Y;@7rP@5^‡@4HQT?(\)?qZFXT?u4ympE8D@ AV(hZ@6kF?Fkw@F@+7X@+y`5pu@+HQy@+ @+™{WA?񙙙?R"Eᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu?333334?߫TMDo@gAomA@F?333333@F@:ubY@7D@91M@6Sm@5me?QR? @EX@9AK@E^F?QR@F@9}vl@6 ltĺ@8_YP׋@5e^,@4>@ FցF DخjL@_GA`@Iݟ@ #6MF?}ӄw@Y@F@9[-@9et@9Kj@9fB^@8@P0q@?>6 @ɗwF@pC@F@#J7Ώ@$vu |@$Wa(@$XO@$a??1E Qb8@(>;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`?333333qE`a@vY~YAlr$9:@=\ F?{z@@Y@F@4;e@5 @5s.@5ZÃ@5xn_?(\*?wذEdETs@zAs4o@&F?(\)@F@2,S9X*p@16ٌeD@26Fq@0֪9@07̴&?p +=p?ֵ0ؘFXT?fffffg2MESQ<2@*\AӶC@UWFԥXA6$^@i!4JF@pq@F@%u@&S1Ydc@&!JCq@&cGo@&F@ oi{D۔@LAa@:A@畇TF?>@Y@F@9 J.@9E@:u:@9-Cs7~@8P8t@?z2[IlD;@:!sAT@!Uu9'"F?e$_Z@Y@F@9@9TZ @9ZX @9'i@8XG i?QR?WHEO @@EOAʓYZ@ɦ bF?QR@F@+nrŷ@+h@9C@+tig5@+h,@+i;0f<@*"EZZ7]@c]AL WL@~W*F@ +㙲 @F@%}a{@&2dE@&o {@&?j@&]%@4u?p +=p?8FXT@cCDǕnqf@4#6AS0B @!d'F?b*@Y@F@8'ݡQ@8f\Q@8s@8&;@8'X5^J?ͿhE2~܎@'#QAʬJ@U5BP_-F?@F@,eGjǼ@,`UI@,D @,;NW@, +Be?陙@9mFXT?޸Q?tԤpE.W +@5|LA\c"@k ]!F?޸Q@F@6Y@4VO*@5E Qp@3帧[@2ʧC?-EPLuf@,ל=AsFA)@ ? }CF?|Q@F@3HrsO@4IW@4d&@4_t@4s +@ ?򭉣Ds#@#G`LAY0@ w#F?Pܜ@Y@F@8MOpC@9-@9r-|@8%ʜ@8y@AUDC@Ws7AXW@ ֜mjF?Y5;@Y@F@8C{O@8Bf@8 hg@8霖Z@8dyW? +=p +?qʕE$Ho@Aǹ@]F?E\@F@.!r|@-Ȳ5@.-qLX@-e9e@-)B7.?zG|:gE)O4@_QA$XR@'@åF@5H@F@-%kg@,Ӳ3.@-b[=@,O0@,UK!޳?Ϳ۟lJ E Qb8@(>;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`@\(?ۓ'BZ@F@)98Q@* #@)9vH@* e*-@*Kͦx@?QRJ3,N;EJPh}y@+m$AxЮ@̰F?QR@F@7 +@5BN{{ @65a@4z֘@3y4|m-@?8ZEaGc@ƃAϟx]U@UF@^cb@F@)SHJQ@)pI@)Ť! @)Kƍ)@*L@333334!Eп~ +@āgqZA \i@F@υ@F@(dE#@1~(%)?GzH?h58FXT?333333?눝XeE̸4@ Aڟ\6X@ 'F?333333@F@.+en͔L@-ե0 @.Vuwؚ@- n@-0#z#c??eXEo-@M AȐb@;TtW F?@F@*ɼ*@+@+qB'{@+)P@+C&m??*E1Z@` +sA}"@Z] F?@F@65D@4"A|b%@5WWv@3u*E/0@2<@?rڔEǢ#@?!6xA`@2WF@@F@)ey-hC@*'+k @)+<@*8iWja$@*_5^y/?<`E~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<@[iEq@1mAN6tC@C5rF@-Ak@F@&@'RIB@'2ɡ2@'[8=@'nR?\(ÿju"Ex@AwAf4:@Αg:MF?\(@F@7Vws@5h=T@6#6@4~[@3Mяz{?ͿϚ1'E Qb8@(>;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`@?=DkH@XٶA`qdY@ 4F?3zN@Y@F@8wG@8~A@9/EJ@8"@8ERmC?(\*7f@/EtĤ@$HA 0,@"ЫF?(\)@F@9 F@6v@7BRdr@5N /@4??? EtQ9 @@BAT&@` F?@F@0 Ԋ@0O)W@0R@0hI@/Q!@?- xEpA"@̤I2A=D}!@2ʭF@֔@F@'ד.3@)2#=S'u@(G2@)Km>@)j(2?陙@9mFXT@?JD@ǴsoAFn@"IF?>WS@Y@F@8¹v/@93~K@9~k@9x @9yw%im? +=p1.E 5])@Z6UA E@İvF? +=p@F@/W9@/BkN?@0}@.Ǡw@.8Y?333334?B.,E^","@FEAǕؼE@ JGF?333333@F@-ˤ@3@-K@-%x@-G@,h?333334#2E&בy@w.;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`?ffffff?0^eD">@ihAaC1.@PγF?TɅ@Y@F@7ဇK@821@8yԙLO@8oC@7(Jȱ@?>Y.D;F6tE@MdhzA\SB@ "NF?hH@Y@F@9-Fk@97O6@9tU2@8a+@8$X|?DۧE{z{Z@M*AS~@7;F?6.@F@0 @ UH1F?@Y@F@8 yع}@8)@8,@8o&>@8VlX`?333333?錖w-EOKgb@ʍ?A=\;@8%F?333333@F@.Ɗ@.2}H@.ۿ3;@-EI@-uw_M?陙?,KEbKHP@TcA}Ӫ:@aԜýF?陙@F@1孧#\@1?i@1b@0c]@0g,=c?[f}tD`E[+|@X^A҆VG0@qgF?裨{E@F@2mYu@1iP4@2pXW0P@1=HW@0ͷRӔ?Gz?_S:E$ <ΝE@hA?6@HB F?Gz@F@7"5j@4oD}0Y@6EIp@4*k^@33OV?Ϳφ6fE jX@YTAF.[<@F?*x@F@/}y3@/#Wk@/?;@.CL@. L@?ܟ0R`D/i@@N)AUwU@!/9(׫F?X' @Y@F@9Qձ@9Y)@9t?d@9'P3\@85@B(Dz:'J@mAZzQQ9@ LF?x-8Go*@Y@F@8|l܌@8 AYj@9@8Y@@8pv>X?E9h^d@Uz?ARm@Gn9F?rn@F@,eS@,\Hx@,Sgإ=@,o@+L@!(`EZt#7D@::AіOl@͡'F@8@F@(_n@(:O@(hĐ@)4o琬@)@x?(\)f~E[ƼĄ@K: AȄϺo@>OIF?(\)@F@-<D{@,؅@-=Q;@,B0;@,|W­?Q?LJ E#@ -eAp;h*@qF?Q@F@.o;m@.f溿@/:}?zG|㱝m(HD*'j@^AScUt@xyF?zG{@F@:(:7@7Tf@8㢪@6wl0e@5@3r(?ffffff_{ȟ:FXT@QEzw~Eʥf@Ǔ`zA9R @s# F@u?\(۪c,E )t# @P%nqANQ'@[7sSF?\(@F@7{@5-kh*@6,\Wl@4g@(r@3h.j;-@333333?EѺعw@_lLA̫s5@%y-F@333333@F@(Z]'@)HU@)raYY@)ɇ@*# ?ͿTEb@qÄn @8F?@F@,޲@,*B]@,~<@,v]@+>Z?ffffff?4lD"@sn AaC'3@]NF?M@Y@F@7~ #<@820m@8yK~2@8oQ\@7(7??0%ŀE Qb8@(>;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`?\(\?Ë-لE(Mi @gAՍ>@U@k2"F@ Dڡ@F@) c%C@)ms@)t@)z@) E??|99@Eqn'@juW*AK@?4F?Jz->@F@0xh@0zU++(7@1[h@0-P@/w U?p +=pt?FXT@򥝀Dⶹ@6lZAT+C@!Sed?CF?Ր@Y@F@8mV@8-o@8XڹQ@80@89\?QRNQmYE@ AĶeV@F?rv-@F@/᷀B[@/M8 ȫ@0%y@/eM@.gr@?WF@}8ACc5 @/^F@6dw@F@#]ϧ@$/@$׽;@%(@%lSW?ffffff?R +tE t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$?zG|?^~GD*'j@^AScUt@xyF?zG{@F@:(:7@7Tf@8㢪@6wl0e@5@3r(@0Ϳ FXT?cV8FXT@b(Dȗb?m@*>ATp#+@!IdE얯F?Ć-@Y@F@8X@8=ub@8$" @8i<|@8!x]??~~Eý0@i=gAӿ.2@3F?@F@)sP@)sxp$@).*u@)߷w?@)q@mEq@$.AĠK @zuŬЧF@~M3z@F@&FRT@&suhz@&Cm@&^@&8IO;@ #mdVDAd@6ǬA_K"@ ?9F?r/Y@Y@F@9rM@9UM͚B@9LaZk@9 $ Q@81ѬQ@zG?0$@%\T ??98LEo-@M AȐb@;TtW F?@F@*ɼ*@+@+qB'{@+)P@+C&m?Gz@9mFXT?=p +=&wEFXT?sdoE|e@RJA]HC@趒zZF?}c.@F@0%$DZ@/B@0\}7{t@/abQ@.;? +=p!KPDWj@lA#/L@A8'?F? +=p@F@;><9@8a@9ӹF@72yEX@5@GzH?H0mE/V^4A@=cAW\@:z;F@H/@F@( 6@)\@)f̬I@)ּ@)ǡ ?ffffff?¦FXT@$׎kDDsX@CTATo5mo@!VD{kF? Y@Y@F@8@˃@8*@8e@8 >~@8\ +ju?\(?[(5E|[w4@ԻA+/B@hPo_F?q @F@,_VJ@,{@,L-?,@,uw/@+JP?QhKNDd@NA4@6"=F?Q@F@?59q@:5&a6@i@F@1>8@0ߖ7@1P @0E>-@/傯@|]g +E\D@c[ A܄Fg@`ˮ!F@rJm@F@'{ @'9@'kdb&5@'V!<@'Ղ-@fffffg?KE6TA1@l9OA_z},\@ sLkF@ _'@F@&ڹ5@'f@'r;@'+A@'@2ůDtV|~@&ӻ:A˴z>@ǪE;F?ffffff@F@.Nz @.qs"@/ n#b@.qXb@-^? +=p 1Q.FXT@ ?\'Dp/@AXAY@ C &F?zd@Y@F@8z퓝@9g@9l$@86^@8 R?̿x@gE@]A|[@ mEF@| +èa@F@*w@3@*&(8@**@*F(4%@*b=?333334Z|]g +EŨ`@-EA9@'{ F?Rwc@F@-1@-~7#@-}ZY@-=`cX@,s@?b.Dhʗ@B- 5sF@ @F@**@*ض@* +С)@+,ѱ@+21?ل{@!=nF?fQm݃@Y@F@9,B癯@9]XF4^@9(<@9(wm +@8ڍ?=p +=?`FXT?GzH?qn/FXT@ ꆓF!(@Ѩ]A&3=@F7F@LDo@F@#xR@%\ @$F$,wY@%3󅇁@%ka?GzH5FXT?ffffffs( E +E?@/U߈A9m&@ErF?ffffff@F@+ +/@+F 8p@@БhWxbA葖 +@}C[F@:]@F@!}@#[@#9e!@#C$@#5,?Qd FtEh!Ч@AHMS@*BF?Q@F@1Ӝ`F+@0z@1T&@0!@0 +٬?=p +=?إE[Y@C)AR`@& F?=p +=@F@.$ @.Z^Č@.Pvi@.Dz[@-34e? +=p^ЧjDWj@lA#/L@A8'?F? +=p@F@;><9@8a@9ӹF@72yEX@5?̿6!E(W(@wtW0DAWr@dF?@F@6m@4n(@5+V@3RE@2ݓ?p +=pձ߾FXT?zG?Q9E?\z@3ޛA{}A>@4F?zG@F@,`1w@,XF@,п=@,~ݿ@,_F6?\(ÿIEx@AwAf4:@Αg:MF?\(@F@7Vws@5h=T@6#6@4~[@3Mяz{@ͿtEF"[n@Вk5 AO4GQ@hvLF@ awi@F@!*]_@#T[;dg@" @#sm@#PJ(4?Q?ぷzEW)@JK{Aa~@ۼ)%F?Q@F@,d`y@+M,U@,cq@@+TZ[@+u^''?GzG?O +etEdi` +@wjAQd=@FF?GzH@F@,O@,U@,M5 Q@,nZ@,_eЪ@?3H3UD#|@f A]:).@ kF?gM3H,@Y@F@9h##@9=Vj @:"':n@9L>ږ@8B4$@?FEDhʗ@B@0E|{@/T_@ͿVڼDKHq=Z@A=^Aa]= @.Y#F?bM@Y@F@8;LWx@8ɇ7D@921$@8F@8E 3 +??-JpE1hʑ@3J=AD/̃@esdF?@F@,UyɃ@,/m Yv@,Md +A=@,)u#C@,!Iz&?Q?< +hEKd @ AƥH@uθF?Q@F@.-@.Tԁ@.s@-G@-İԨ??rqE~D4@7H-Aapb @3%F?(M@Y@F@7%8@7y+p2@7wÑ@7t @7vAX ?У +=p?vZˆE@;zAh5@@C{F?У +=p@F@8K$@6z@7J2@5J:g @45L?ͿՓy@8CY@x'[_fEq@ŭՊUuA +Q\@XdF@T Ǐ@F@&Ic@'lО8@'I_ @'wU37@'ѧS@1fDAm@ꝙA\1'@ M9DF?_{@Y@F@9f>@9wfZD@:!R @9DD@8z?ffffff-F|2DE t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$? +=pSKWEUmRԨ@[> lY%A1K.@^f}YF? +=p@F@3rS@2>X\@3Ks@1T@0V?ͿN3[E Qb8@(>;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`?׮zG?߭HFXT??ĆYhFd՛@ҧIB!mhV?.y^OF?ڹY@F@(9ɭg@#y58{@&-:|2@"Hܰ26@ ?6? +=pijE(^Q@q9^AD}@6F? +=p@F@9+@6?[%"@7( @4O>@3$h@Q?6PEGBrWS@Y@F@8¹v/@93~K@9~k@9x @9yw%im?=p +=?SPFXT?ffffffҏ+/E_1@5SA4 b~t@7F?ffffff@F@+i@+:\@+`G_@+$@*ü@IF(c!䰼@ѓ?AVCV@[TB^RF@??@F@!DD@";bT@"ȼ)@#@#l|]?̿W[E I@1nmAC )@ؒF?@F@/} z@/#-k@/@.Nr@.!teW??Y0Eu D@áA@@+j@{f}WF?@F@+9%W@+{on@+qe@+!ۂ{@+*F[?333333pE+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ@?FȢ#KD<@ w@(BH@)Km>@)j'd@ L?Dko@"cAXM+p%@ 5F?ۋq @Y@F@89V@8ٔ@8@8HZ$@8g!?(\)?KYEg @*@){~x?333334頗SEC 3_@3AZT@C `F?333333@F@4p@3IZ#@4^]@2yQw@1GP?fffffgVXd Ev]}@dAAԳ(2+@O84]F@Ð@F@+ gd@+f@,0ܾ\@+H y@*X?@fffffgXPE9(R?@ pT}DAtUU5@1jF@l+Qa@F@&J-T@'lx-nw@':W@'~Y@'On?E\3gpEA)jHρ@1@);An;!v@|F?և+ I@F@3Gf@4? +9@4l1z@4.7S~@5- c?ffffff̌E t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$??LE LVVp@*ؠdA Έ@2~;F?@F@8ďf@6/m@7T +x@5^v @4H @?ffffffؿ}+0E t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$?GzH?AP}EIj)@~IAyb@(CF?m{cM2@F@/SWd\@/3m9@/pQ@.`@./N;?Q뿧l@D{:@,SU^uA.7@YeF?Q@F@:IK@7NF@9|[KW@6F@5"L? +=p a1딄FXT?焈E1H6@_hAۋ7@Y7?SF? @F@6Bg@4"(}~@5V̓@3tl[T %@2YHK?(\*'PNMF?*{Ԍ@F@*N$7@+\kg@*R]@+ ?@+6őٜ?QREX@9AK@E^F?QR@F@9}vl@6 ltĺ@8_YP׋@5e^,@4>?(\*?g PEE~O@`0AG E@YF?(\)@F@G@) \.߽@)E@o=E$Xl]g@~RAܥ0@]EF@@F@'w|@'5V4@'@'9t@3$h?Ϳr]EtQ9 @@BAT&@` F?@F@0 Ԋ@0O)W@0R@0hI@/Q!?=p +=?2E{]@aG,gAʑũ @CF?=p +=@F@*#g:K:@*@(BH@)Km>@)j'd?GzG?> Ed:sdil@@L0A V.E&|X":u@u1$A@@qF?6 @F@8I(@5W]|@7I@5t@3 7"?GzHඉ +E`Su@4W.OA6}@F?GzH@F@/ Zrn@.ӗ@/vI@.dӬ9@-c?lE4Y@wZAȭ)/@1ρF?@F@,jw`=@,,N>V0@,W"nf@,!@, 箬@DrEѥ?a@w*ľ\SATTjY@*ruF?҈p;@F@0+@1S*@1ꪔy@1n +@1M9x@ +=p ?<4Z`Ež9@ǸxA,:@WZ +F@ 󔷲@F@% +5pU@%n/@%}@%@& l9@?ɪ'DMN5@]A^v5@ InCmF?x>-@Y@F@9g~@9Q dz@9x㩙C@9 k@8? +=p +Q)ENG9`@:AԶr@D{F? +=p +@F@4ȡ6@2_@4}@2 XA@1CYլG?Qn69Ep"ِ@͗EAPb/@CN +F?J;@F@1>b@07@1P5H5@0Er@/ʲ@333334?AnEI@ïѫ.Ag7@wF@333333@F@(?~tS@) +m@($~@)>A +@)N W,@ +ffffffOoaF7@ʿLxA4u<ے@|F@ t@F@$?.3@%a}@%"g@%vEy>W@% @̿K,ƑF @nA Vz@yUiF@~=@F@#Lj/@$d@$[i(@$ @$g6?QRad"4EX@9AK@E^F?QR@F@9}vl@6 ltĺ@8_YP׋@5e^,@4>@Ϳm;,rDz@WxCO A`|gh@ F? +6P@Y@F@8E[ +@8@9"}`@8 g`@8CgSY?zG|KElfc@A]A+%A@ک"wF?zG{@F@8"'}8fo@5t@7%w @4㶔r@3sk@?+DJ%d[@͑~7AVJ @!%N F?hJ@Y@F@9,#@9]O}O@9LcN@9(t@8\{?zGagYFXT@ 0qQDG|J@gZ6AaOP@Ε +7QfF?T ǎ@Y@F@8+@8^P-@9z'Zv@8j]@8)^z? +=p +ƚ>ENG9`@:AԶr@D{F? +=p +@F@4ȡ6@2_@4}@2 XA@1CYլG??P|pEtQ9 @@BAT&@` F?@F@0 Ԋ@0O)W@0R@0hI@/Q!@3#_aE}@[{LP-AAo*E@VF@^-p@F@%xPJR@&Y9瘃@&&|/@&iԅ@&QF>@Ϳ6jF"[n@>YA/\ɸr@sCO/F@=:2@@F@!?w]@#fo<@#u*@##.@#ҭV?ͿSTiE(Jg@uZAΜc(@YF?ܸ@F@6b?r@43@5m@3;H+!@2* n@?\R?^Eڳ @ћQA'2W>@9KF@@F@%n@':_U@&)%"@'\@'9?\([ )؛EqS2 @AĆc"Fg@djUF?\(\@F@1]_@0@1%4+@0)ĮE@/hbrrf?zG|?sp/FXT??ؽ E LVVp@*ؠdA Έ@2~;F?@F@8ďf@6/m@7T +x@5^v @4H @?Q?@'xE#@ -eAp;h*@qF?Q@F@.o;m@.f溿@/:}hF?b H@F@3c"@12Z@2xy_@1d@0(6@ H9 +VDS<@*@!W"F?!-w1@Y@F@7DHP5@8"S@8…@8fI@8U`M/? +=p@9mFXT??ݟ:GXEtQ9 @@BAT&@` F?@F@0 Ԋ@0O)W@0R@0hI@/Q!@ffffffG} +1D<{@K99A_rhD@ <@v@F?|?@Y@F@8-b@9נ@9l9@8" ;@8y.?Qr@n8Ep"ِ@͗EAPb/@0F?3BY@F@1=}* @0D,u@1Ppz@0Eec>@/uk]@p +=q?lEފTޘ@xH{ +A£+@ic9{F@p +=q@F@':KC~'@'OW@'م@({|Ճ@()V?VN@E~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<@?< +E~TG$@VAq*:#@>J2F@@F@*oץk@*Q>@*m +@*˦:@*fh?Q@9mFXT??O}t?E Qb8@(>;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`? +=p ?~~LE2hlY@G(A0GjU)@#BF?Zy@F@+wE~X@+p@+ssL@+7@+8?zG{֤ tLE2@2A8)ိ@}4ĔF@QG0Y@F@*E@*mʵ7. @*Tu@*>Ų@)?333333E8\|@ n݇(Aln@wF?333333@F@78=@4m') @6 ̒@3 8@2DnɅ?(\*%-bEE~O@`0AG E@YF?(\)@F@AǾpozp@C=$F?P @F@-#?:@-]:>@-BBY@-Bd=@,N!?Gz&$FXT?Q% E#.}@YIlAMYE@"F?Q@F@8qm̶*@5A@7o8~@5&Vګf@4S??O{]E[+|@1zAxӷ@| VkF?æ]@F@2v=N@1KEoD@2h%@1;\2@0@'xD6@SNbA[/0µ@ f¦F?ɅoiD@Y@F@9Zʬq@9W@9@9:P>@8~]}b@ +/8D2}@AWyʞ@ )F?ɅoiD@Y@F@7[@8m7լH@8@@8QjË[@8?%ˁ?\(ÿ*( 8D\+E@+A <,@eJa6zF?\(@F@9S +@7$D@8@6I]X@5Jn +?Q?g PD{:@,SU^uA.7@YeF?Q@F@:IK@7NF@9|[KW@6F@5"L?Q?IcTEW)@JK{Aa~@ۼ)%F?Q@F@,d`y@+M,U@,cq@@+TZ[@+u^''?ffffff?#EwC`@{WqA1ʔ@UF?ffffff@F@,~L^@,@:@,lj@,2 @,n= ? +=p ̵{EX@^At+@drzF?c=@F@+e@+o @+FVC@+bB@+PǺE@?]G~`Eș*F@CxGGA-I{l@YVOF@ +w7@F@'պE@' =V@'ҘW@'[ @'v?fffffg;A8Ef/$E@!!F?fA@Y@F@8Kxp@8÷rg@8>/@8{ðV&@8kc@΁BPD +@@aDAYHjY:@ &F?ôr2@Y@F@83vbeZ@8G@8ك7Q\@8zoZ@8Y +#= ?=p +=?51TE{]@aG,gAʑũ @CF?=p +=@F@*#g:K:@*P@Y@F@9 1>*g~@9 NC1@9z#@8ǿGur@8{rE;L?(\* S!5EE~O@`0AG E@YF?(\)@F@?\(0E~bE )t# @P%nqANQ'@[7sSF?\(@F@7{@5-kh*@6,\Wl@4g@(r@3h.j;-?ZN\@!?YX@ 7sRD0@ + +=p?QHE( j@4@A߰snUr@CF@^@F@%e^@&+jP@%Z @&@'}@&v @-n> 9@-zF@@.3yj'u@. @ljEq@$fZAt'=@AZF@Rһ#W@F@&$?@'O@'0d*=i@'X@'kHy@333334?XBEI@ïѫ.Ag7@wF@333333@F@(?~tS@) +m@($~@)>A +@)N W,@R'@ӶGbA\dfl\@ zp14'ZF?6;%o@Y@F@9k@9@:i@9G:@8쿪,?zG|?E@'3ǿqA:x`@Ʈq8F?zG{@F@-%d;@,?<\@- @,֨?@,u "? +=p ?soxEX@\8~AY֚Y@l^F? +=p +@F@+m@+{-@+Ϊû@+}XZ@+spd*,@333333?x M0E~[V@ųuC +AR#@#F@5h@F@&\dU\k@&R@&X֟@&:p@'q??h Ep>+S@N\L A\ @(M˩F?b9@F@0U,@0rrɫ@1" +@0HS# k@/??}E~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<@?V7DDyi@Wq(9A`!@ pH F?^ s@Y@F@8= L@8@9"}@8>@8CY?Q뿻YM +@EKd @ AƥH@uθF?Q@F@.-@.Tԁ@.s@-G@-İԨ?\(?9QEVx)@lvAOv @bF?\(@F@3WE@2#TtL@3)V@1# @0וE??5Kn E1Z@` +sA}"@Z* F?/@F@65D]S@4"AU5@5WW2$@3u*@2t@zG? xTXE7%h%@`F9A|h3@sym.F@m@F@&i'&@(u-XK@'oz5u @(|c}@(Zk(?(\)vE[ƼĄ@K: AȄϺo@>OIF?(\)@F@-<D{@,؅@-=Q;@,B0;@,|W­?333333?:F$~@W6ܸB")Bְ?4#F?zxl"h@F@"5 +@ O_^O@"$k:ƽ@v`@FB?GzH_tFXT??ܓÈ4E Qb8@(>;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`?\(?3E}@pDžXA#@ӮF?\(@F@,axDW@,#"Sľ@,N8ΐ@,o@,(??W'FXT??z-^Ef&@oH!Ah|@y__F?XC؝@F@,ڢ@,Q)o@,u@,H 5p@,= O?{i6>iE\D^ U@B?Q5A;t!@wWF?@F@2]{ˎ@13@2Uӑ_,@1/<.@0@j?p +=p}3dFXT?333334v@MDE^","@FEAǕؼE@ JGF?333333@F@-ˤ@3@-K@-%x@-G@,h?fffffg@lJE8a@iiZA$:12@w*F?:@F@-&_@,if/@,@,sGڒ@,xHω?|SkFGJ3[@KB"B@u[?<~F?@F@'#@"P:6@%l+@!Ժ+h@ Ay[s@GzH?oLE/V^4A@|/5A)@<)QoF@GzH@F@( @) @?V@)f"^@)Tܛ@)ǪH9@ ?p5W$D Y@U0 AYx@ Z MF?\$_[@Y@F@8@9 dpI@9y7ON@8`@8D@ ? 2E&d4@Ц ,Ad@9F@ @F@&%Qi7@'KE9@']r@'ܦ"n@(.4?ٙ?#XE![Ɗ@vJF~AOkb@U:W/F?ٙ@F@7a;@5Sr +@6{Ym&R@4To0Β@3W8@ |-XD,J@\A`^N@ l~F?k@Y@F@9'P<@9mĪp@9_J~@9 @8e?GzH?LfVEIj)@.NAط@uX ƮF?GzH@F@/ +%Qt@/2e}!@/ *@.woo@.1t[ˑ??@rEug6c@#gwAɫ)_@+\--F?'.t@F@*򔱓@+ ǜ^@*X>y@+֡]@+-HX?Ћ䮄HFFWA@:&B!-N.?CF?Z@F@'+ +귌@# 5E@%F @!s(@ p*A~@̿FXTFIIgq@>A怆w@azF@os@F@"f @@$3FP @#aAŋ@$OFLi@$b@(sD)Ƃy@^AXp4i@ '쥻F?|@Y@F@8Oơ@8Fɳ@8"W@8)@8puF5?333333?͸%(E -uL@y:Aa7@f0KYF?wpy@Y@F@5e14g@6e(<4@6RuN@6d*&@6|31\@ 㚫;4Dġ1u@~zXAXt+@ jWJjOF?h]k<@Y@F@8SY @8ѵ!_@8EهH[@8#Q;@8r0i]?(\*\D୍_J5@IDAtAӂc@"#~F?(\)@F@PE#@ -eAp;h*@qF?Q@F@.o;m@.f溿@/:}\(@0oa@0V6SP$?Q?ٙ,EQݥ2@ì܇A!}@ʲ +F?@F@+ +@+@ CQB?F?ڐ@Y@F@8@8m"@9g@s@8N`w@8y[.j@ @egDݒ>@l }A^ɭ=E@ GJm5F?p&@Y@F@9jT@9RW@9ϏB\@9 +sL@8_Z&? +=p +?§EY@ɡApē1@rbَF?Wx-8G@F@-s @-ϊ@.8@-[M;@,!O@R?ə?FEE,@YeUA9Μ@8{=kOF?ə@F@9RM^@6̄@89Ma@5e<@4օQ?GzH?"ŰFXT?Gz? }E@ @S^!AWk@BF?Gz@F@*IU@*`U@*I@*^@*`l-,@꿆D;!^@ FÝA^c!\;z@ U.m MF?پ@Y@F@8ޱIQQ@8G~@9[A@8%*@8xY^j@?D/5,Dyi@Wq(9A`!@ pH F?^ s@Y@F@8= L@8@9"}@8>@8CY? +=p +?܇ȭiqE%k@ʕ>IAYl @95F,֐9@_aA@y;M>F@ѷ@F@"0 @$T@#ʷW۴@$'VZ@$`???klD4@7H-Aapb @3%F?(M@Y@F@7%8@7y+p2@7wÑ@7t @7vAX ?=p +=?|pE[Y@C)AR`@& F?=p +=@F@.$ @.Z^Č@.Pvi@.Dz[@-34e@Dinƃ@e|/AY D7@ f ?F?F@Y@F@8X,'@8pѳ@8erC@8?}@8m +@UƊD v@A]mb@ mp8 nF?yЦv @Y@F@8qd@8.@9LnQ@8 n<4@8wMa h@?<>\EskZe@$$$Aq!B@P&F@T%@F@'`6߁@'vb@' @'TMH@'] +@ ?iZOEǾZ"@"AԔj;@y肽F?=p +=@F@)c6@)C am@)6jC@)I@)SsW{>?̿b<[xE(W(@wtW0DAWr@dF?@F@6m@4n(@5+V@3RE@2ݓ??76YEp>+S@c|vArI@+N GF?@F@0Q1@0G'6@1!,(}@0Ha@/t?EY:EHg@CQA@ebNF?@F@*QsU@*A-~p@*#>g @*@){~x@ EժD2e)dj@#yG1A^oA@ ^PޡF?҈p@Y@F@9Q8@9G R@9A/{@9ڲ@8 d4??o\Et{@[lAН&ݶ@rF? +@F@+38@*ּ@*@*8 c'@*ڥ?Q8`^E~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<?Q?{{) Ep"ِ@͗EAPb/@{jF?Q@F@1=@0yy@1P<@0F56@/OC?Q@9mFXT?GzG?{o1PEdi` +@wjAQd=@FF?GzH@F@,O@,U@,M5 Q@,nZ@,_eЪ??a_DDE~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<@NDŮe@璂@AZAL@ GRfTF?e@x@Y@F@8Vf@8a3z#@8%9@8*W>@8]kHx\?Gz⿻YM +@FXT?陙?gEb*8@*A7@Y F?陙@F@1XzIr@14[lP @1<@0# B|o@0^+A[@4&_TDЙq=@B-ASs@!cL>vF?el@Y@F@7Geێ@8~lW@8W D@8jʐ@8c\s@ 333333? +ވEJY&f@ DDA6ު@/22n(F@`]@F@$C}@%6h@$Bv@% c8@%,`@PjHDY٪/@×0KAU-@!+q[(#F?*0@Y@F@8#Ԅ5@8!iO@8г~b@8fΐp@8q ]@333333A&DQQFfѫ@ɠe-A2MG@ bl!+F@$Cdo@F@!'I@"@"m@"Q'q5 @"淒,@?֬D<|@5d1A^H3@ X@圸F?柔]s@Y@F@8\P@8Z~@9Yi@8 @8x?#?޸QgPE.W +@5|LA\c"@k ]!F?޸Q@F@6Y@4VO*@5E Qp@3帧[@2ʧC?Gzʖ\0FXT?ͿL a0E +Jϵ@znA 1 Z@aq`NPF?Rv@F@,/>@.;w@-]@.Xei@.񯽝?Gz?'>jE`TQ@0EOA$V@sF?Gz@F@2LIrt<@1s@2q| @1No @0t6?O@ǿ3$DĬd(p@ꮸ!AWcPlW?@!"F?>P3@Y@F@8PO z@82F@8V,k @8nv@8}R|?񙙙?=XEᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu?(\*?LTxEdETs@zAs4o@&F?(\)@F@2,S9X*p@16ٌeD@26Fq@0֪9@07̴&?Q?4EW)@JK{Aa~@ۼ)%F?Q@F@,d`y@+M,U@,cq@@+TZ[@+u^''@ffffff޲Y(DaB@bXBA_Ue̺z@ >~F?嘈a @Y@F@8Ft@8ȻU@9j Z@8V~B@8yf?޸QdJ^E " E@[A*@ÊF?޸Q@F@;;0Uh@7-fO7d@9*#=@5Fi@3p_J? +SE^@% uA+u@F?& r@F@,{#B@,4"aP'@,g0o:w@,!B #@,~)?=OE~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<? +=pd_Eo'f@f@_A.('ė@qF? +=p@F@/qg@/68!@/G@.Ȕ`@..zI5S?\(\?t9E(@y Aү^([4@\$F?\(\@F@)WglD:@)PZu/@)*}@)Rv@)s\8?(\*F3=Ef_[@$HA 0,@"ЫF?(\)@F@9 F@6v@7BRdr@5N /@4@?Dl, DU"@8I3A^4@ M8brF?($Jb@Y@F@9d0B@9Of L!@9jH@9j>@8'ځ@?7EHT|@]hA[/1"p@"EF@sh@F@'Pe@(= @(aHp@($@)@?g9Z Ep +@șaSAi,f@GF@@F@)0t&@*Vo4T@*,}5,s@*h&Qga@*z;?333333?̿E E`Ħ\@d +ݽAaE!@2dF?u:>@Y@F@5A@6!n@6 +@69@63۟??dkPD4@7H-Aapb @3%F?(M@Y@F@7%8@7y+p2@7wÑ@7t @7vAX ?ffffffiHE +E?@/U߈A9m&@ErF?ffffff@F@+ +/@+&Au@灺F?Q@F@8M56B@5$CF@6sт@41xy@2%?Q=yupE1pIzg@>&Au@灺F?Q@F@8M56B@5$CF@6sт@41xy@2%@?l8`Dso@y0NA^Z9@ HWpcF?`N@Y@F@9hIc@9QyN@9,|9@9 نm@8.Y$?zG|NsFXT@ De]DS) @K@@$MQU@$EOS @zG͡" 4E>| @ǁ{A@D2@̉~F@ ( +@F@&O;@'gb*@'-}\@'}cfJ@'fK?p +=p:M <7FXT?ͿE Qb8@(>;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`?zG?0+xE}$7D@ gA z`w@;F?zG@F@,pA@,Yլ|ܭ@,y@,OAM@,@}y@ ?ԴΟPDU@)A]F6V&-@ qC9| F?߹8R@Y@F@9@9Zrt@:[u@9J @8Г ?ffffff# DE +E?@/U߈A9m&@ErF?ffffff@F@+ +/@+pz1@9@<.mxi} @8%9@4E I@ ?g Ds#@#G`LAY0@ w#F?Pܜ@Y@F@8MOpC@9-@9r-|@8%ʜ@8y?QVx*FEB\v@hߝyԹAex@1}F?Q@F@.@-t@8[o@8| k@8g݇㞨?zG|?^X +{dFXT@?២X `FU@0@΋pA嗊Y.@ #F@D0@F@# N^t@$i[O@$G@$x @$ N=?񙙙?oz hE;ʓH/@ +oAի@,\F?񙙙@F@/s@/z )@/ҷ{@.W-?H@."ߋI?GzH5FXT?Q}K&E#.}@YIlAMYE@"F?Q@F@8qm̶*@5A@7o8~@5&Vګf@4S@333334?V~EI@ïѫ.Ag7@wF@333333@F@(?~tS@) +m@($~@)>A +@)N W,? +=p ?ݕ{XxEYn@#Po"AgoJ@F? +=p +@F@+K*O@+v@+@+jA@+a@?aJe,E柦URk@$SA3?K@d8e,F@@F@&!+@'sK@'? 0*@'C醩@'w䯧@ffffff? DQ@zA_'P>@ CQB?F?ڐ@Y@F@8@8m"@9g@s@8N`w@8y[.j?zG|v*FXT?urڍ`E~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<?ffffff?n#|D"@sn AaC'3@]NF?M@Y@F@7~ #<@820m@8yK~2@8oQ\@7(7?\(ÿtX$E-@AwAf4:@Αg:MF?\(@F@7Vws@5h=T@6#6@4~[@3Mяz{@ ͿqFk\@أKAFy6@KY^F@<@F@#>zaG@$G@$p-ǫ@$dԦ@$?=p +=?8=4E 2@5dAȅnЄ>[@ 4{}F?@F@.Sؠ@.4B@.۳/N@-C 7@@-N4@꫙htDVȵ 8@rڥAX]w@ +"WF?DM@Y@F@8.7 @8CM@2֌Z@1P@1 B#O?zG|?QNڇFXT@w~CD3#@ù$TAU >@!,0n3F?h3@Y@F@88@8Z @8N6@8p]@8m5îv?\(bXabzEVx)@lvAOv @bF?\(@F@3WE@2#TtL@3)V@1# @0וE@ŭ"4Dؿ&s/@+YA]n6@ mX:,F?xF@Y@F@805@8b"@9L}Y@8Rl7~@8wR@^ATDʈb9@5@!yEAUT3S@!F?&@F@6GǕ@4@5£k7@3Ep9@2@?奩 +hD.ɘ@8⧅o6A^Dfw!@ XUF?Y5;O@Y@F@84;@8jDر@9YW@8j}R@8x;+i[? +=p /$RNFXT?陙{EY%z@]XvA‹[@k +:F?陙@F@3aҡ@1o!@20ʦ@1e@0KO?fffffflE>|~@A=ۆ@صu5F?ԝ{j@F@.LJ M@.t#=\@/G@.@-x@ ʭDiE`{@,E8A\ab@ F#4F?=[!Z@Y@F@90߫@98F@9GJ@8dɫ@8D)@ + +=p?= K4EG@̟杤 +@8}!@8Dnoh@8ܩ@8w!k?333333?JڠEBD@Z_OA٢i@@y?F?H֞@F@4@3 +}b@4HD@2|@1Dˬx?(\*?"xEtĤ@$HA 0,@"ЫF?(\)@F@9 F@6v@7BRdr@5N /@4?333334Ҍ TE&בy@w.E#@1~(%)@Ϳ#ADGY1@"rAa #@*7TF? xF]@Y@F@8/@8„s@92M@8:/-@8EO3?ffffff?GWHEwC`@{WqA1ʔ@UF?ffffff@F@,~L^@,@:@,lj@,2 @,n= ?QK֪Dd@NA4@6"=F?Q@F@?59q@:5&a6@@ CQB?F?ڐ@Y@F@8@8m"@9g@s@8N`w@8y[.j@ (/cZ@?4 ׀DkH@XٶA`qdY@ 4F?3zN@Y@F@8wG@8~A@9/EJ@8"@8ERmC??4 ua`FXT?zG|J6/8D*'j@^AScUt@xyF?zG{@F@:(:7@7Tf@8㢪@6wl0e@5@3r(@?Ӓw]Dh"}@AZS*6@ W6F?걚A_E@Y@F@8t@9$Ō@9&?~@8[;/@8wh3??SFtEug6c@)C0AɜW@|/F?@F@*E@+.@*cvQ@+4S@+.K? +=p ?jGFXT@Q?E@x`@ u A'”@7\/F@AƆ@F@&ߣЅe@'Fh@'*o@'OU?@'_Bm9?p +=p?+@XFXT@?]DcVYX@?!AZY<)@ κZF?ꫴNP@Y@F@8%f}@9$dE@9뱈4@8q?~I@8??o6fxED m@XUAzC@#2F?@F@+ +@+46F@+{`P@+L@@+ u +1?ͿoplٔEB^@MR{AK$~@qF?@F@6Bd@3hI3@5"&@2EEt@1V.\`?333333?wk&E n@u/qAaVwj@krF?n~@Y@F@5e:@6e ,@6R N@6dW̢z@6{Œ??˴0RPDs@$:1^AaX$@oWaF?ul@Y@F@70H@7}@7Mb@7x@7u&@?NDcVYX@?!AZY<)@ κZF?ꫴNP@Y@F@8%f}@9$dE@9뱈4@8q?~I@8?޸Q?AZlE " E@[A*@ÊF?޸Q@F@;;0Uh@7-fO7d@9*#=@5Fi@3p_J@ffffff?&ݾ,DQ@zA_'P>@ CQB?F?ڐ@Y@F@8@8m"@9g@s@8N`w@8y[.j?333333?M+ZE -uL@y:Aa7@f0KYF?wpy@Y@F@5e14g@6e(<4@6RuN@6d*&@6|31\??9HEHg@CQA@ebNF?@F@*QsU@*A-~p@*#>g @*@){~x@ j'= BD΃A@AZ'AV4@!  ,YF?^t)<@Y@F@8A_C<.@ 0[?F?}3@Y@F@9#X@9^2d@9Hd?d@9+<@8=vؤ @?p>Q|D\Z>B@/A^PKyM@ W0ewF?Ne@Y@F@8f7>@8܆ @9Zv<_@8uvR@8xGF?DߋER:k$@33mAɃV6F@}F?hLt@F@,e6Ġ@,q@,PϾ@, ՙ5@+fS O@? ++KsDүK@d@A]a2OP@ nbzF?熘5@Y@F@8Fr8@8Rߐ@9Kq@8j`@8wHL@?Ki4D< 68@)jA]]@ nBkF? +(w@Y@F@8ȜzuA@8e@9K؝s@8Xᚮn@8wۛ@-E.(_@ż6uXA:z@6#^F@lC@F@)ea@*h=@*RZ+u@*t=l@*so@#JD<\@G,AUmB@!2,XVKF?u g@Y@F@9zZ9@9X&}@9Z @9'=@8 ?ffffffnzبE@1VVAӊl@j_PF?-"@F@0"]\?@14&^@0[^@1N.@1zq??ASHE1H6@aVٝA*hA@Y8ڨF?@F@6N:v@4!O@5VIL9 Q@3tD@2As??r`Eo-@y>ȍAȗa@;,!zF?||g@F@*nP@+Nhy@+A(@+(l:+@+Bˬ@]y#Eʛ@Y{I6ApY@tLsF@ +nӡ$@F@$.@%ٶ6U@%A@%/@&^zY:@ffffff?I(7EG{@̘Q0A%j@Ǻ&oF@F!q@F@'sԀ@(t+@(iqv@(!?r@(+y?޸Q#h~E.W +@5|LA\c"@k ]!F?޸Q@F@6Y@4VO*@5E Qp@3帧[@2ʧC@ ?ywpDк@4AX60@ m:F?I@Y@F@8ա=@9I;~@9f[@8Y}@8\$;???r7Eb@qÄn @8F?@F@,޲@,*B]@,~<@,v]@+>Z@?yѐD.ɘ@8⧅o6A^Dfw!@ XUF?Y5;O@Y@F@84;@8jDر@9YW@8j}R@8x;+i[? +=p?5f/DWj@lA#/L@A8'?F? +=p@F@;><9@8a@9ӹF@72yEX@5??nQEtQ9 @@BAT&@` F?@F@0 Ԋ@0O)W@0R@0hI@/Q!?ffffff̕wޑ`FXT@?QWTDRk@..4Aa.S5@m*oF?nY@Y@F@9@>%@9#Ha@9Xf@8#|Tx@8_?(\)?VqRE[ƼĄ@K: AȄϺo@>OIF?(\)@F@-<D{@,؅@-=Q;@,B0;@,|W­@?-` Db-@Ǐ4>AFU [@"FWF?>p@Y@F@8\@9z=@@9"x3 @9v2~y@9v @̿=F @ B@ CQB?F?ڐ@Y@F@8@8m"@9g@s@8N`w@8y[.j? +=pnl^oEUmRԨ@[> lY%A1K.@^f}YF? +=p@F@3rS@2>X\@3Ks@1T@0V??SonFGJ3[@KB"B@u[?<~F?@F@'#@"P:6@%l+@!Ժ+h@ Ay[s?zG|?>E9O֑@i6CA܂B4 u@!KNtuF?@F@-hm@-V"M@- H@-Er'y'@,Z'7?խ2E*qD[@LoA o@/%[KF?OyV@F@,K>fJD@,U@,Al$ @,N(@, C?޸Q?A87E.W +@5|LA\c"@k ]!F?޸Q@F@6Y@4VO*@5E Qp@3帧[@2ʧC? +=p? aPEo'f@f@_A.('ė@qF? +=p@F@/qg@/68!@/G@.Ȕ`@..zI5S?333334? eV<E&בy@w.E#@1~(%)? +=p6cDWj@lA#/L@A8'?F? +=p@F@;><9@8a@9ӹF@72yEX@5?ffffffg: E t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$@ *D)We@b(A`=|@ #lDiF?@Y@F@9zɠ@9ebX@eATShM@!T8-uF?_{@Y@F@9)b@9T х@9ľo(@9'_8i@8 C@ Y@-DBO@:!ŲAaym@a]F?W @Y@F@9@S@9~l%@:|q`@9*U<@8?QD{:@,SU^uA.7@YeF?Q@F@:IK@7NF@9|[KW@6F@5"L?R JfE\D^ U@B?Q5A;t!@wWF?@F@2]{ˎ@13@2Uӑ_,@1/<.@0@j?? FFWA@:&B!-N.?CF?Z@F@'+ +귌@# 5E@%F @!s(@ p*A~?333334?NV5eEC 3_@3AZT@C `F?333333@F@4p@3IZ#@4^]@2yQw@1GP?׮zGӆ${#uFXT?zG.2E:@j`NAB.~h@(sF?qn7@@F@,t@,TU>@,|@,H1@,9?Q?ybEKd @ AƥH@uθF?Q@F@.-@.Tԁ@.s@-G@-İԨ?fffffgqESOퟱ@eA;C@Y`y(F?g2@F@3\P@2|.@2=]@1M5`@1 =%5ff?333333ն_E+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ@&UDr9bU@Kc۸AXF@ rg F?KHӮh@Y@F@8,7@8bO@8ցe5"@8~e,@8`)_?p +=p?ۯJEّo@ŜiAX1@[SF?p +=q@F@)7J@*bD<@*IH=@*m@*@S ?333334?~DDo@gAomA@F?333333@F@:ubY@7D@91M@6Sm@5me@ ࡟;(D$Zk~@æ5DAW +^@ ]})F?bR@Y@F@7hq@8qx L@8_j@8TVt n@8@kq?Q?\EW)@JK{Aa~@ۼ)%F?Q@F@,d`y@+M,U@,cq@@+TZ[@+u^''?zG|Η9pE@$אACse@_F?My@F@-%.Ӛ!@,ͥ պ@-")@,̘@,tb q? +=p#DWj@lA#/L@A8'?F? +=p@F@;><9@8a@9ӹF@72yEX@5??kQu FGJ3[@KB"B@u[?<~F?@F@'#@"P:6@%l+@!Ժ+h@ Ay[s@?Õu5nDRFT"@$NeA[%LY@ MF?V. @Y@F@9[bOm@9~>@9#1[@9:^@8W]?ͿgaE Qb8@(>;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`?ffffff;T9EcF=@ ȀA,0@HbGmF@ޘVz@F@)_E()@(h`)g@)>)y@(+Rai(@(qxz?(\)?ԅ14%E&F?4ey@F@41mN@3@[@4+?p@2|h@1a[X?=p +=<TFXT?ᙙ? +sE9MU@"fAg?8@-oi;IF?ᙙ@F@5X0@@3sĘ(@4kT@2GY5@24O?p +=p?|sFXT? +=pjw=DWj@lA#/L@A8'?F? +=p@F@;><9@8a@9ӹF@72yEX@5@\S—HDFR@zJ-AV_z@!g:[F?1P@Y@F@8 L@8;0 @8E@8z[x@8dҖ0?ffffffX#,E t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$@DDɬ86]@$1!AV^gc @!F?f@Y@F@8 t@82@8 +@8}ߎ=@8hf? +=p ?koEYn@#Po"AgoJ@F? +=p +@F@+K*O@+v@+@+jA@+a?QJA=|Eh!Ч@AHMS@*BF?Q@F@1Ӝ`F+@0z@1T&@0!@0 +٬?Gz?' FXT?p +=p?ҼgFXT?陙?2˕(EY%z@]XvA‹[@k +:F?陙@F@3aҡ@1o!@20ʦ@1e@0KO?Q?IEp"ِ@͗EAPb/@{jF?Q@F@1=@0yy@1P<@0F56@/OC?Gz?Fڦ9E`TQ@0EOA$V@sF?Gz@F@2LIrt<@1s@2q| @1No @0t6?O?p +=p[`ڭFXT?Gz?WuˀE@ @3)(A̚Is@|0F?$<@F@* O@*No^@*̹}@*$R.~@*OU??񙙙?NV5eEᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu@?dqEǢ#@ǽٲ"TAb|@WUn]F@jF5@F@)^0<2{@*)IG@) @*&g+Q@*KKEu?QRMb0EJPh}y@+m$AxЮ@̰F?QR@F@7 +@5BN{{ @65a@4z֘@3y4|m-?q(8Ez:+9e.@A<6@3mgF?, +J@F@0BK0@0 x@0z B@/w@.jI?Gz?ME@ @S^!AWk@BF?Gz@F@*IU@*`U@*I@*^@*`l-,??#$ "EZ@AxA:=@, F?@F@/ZNt@/@0*Ei@/^@.y$)8?Q?SPEB\v@hߝyԹAex@1}F?Q@F@.@-tZ?Q?\c>@Dd@NA4@6"=F?Q@F@?59q@:5&a6@;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`?Ϳ{^$EB^@MR{AK$~@qF?@F@6Bd@3hI3@5"&@2EEt@1V.\`? +=p +-PRE$L(.@|A"($@!F?Ē5 @F@.'v_!@-X՜@./xu@-eG^@-0qYY?(\*M~EdETs@zAs4o@&F?(\)@F@2,S9X*p@16ٌeD@26Fq@0֪9@07̴&?=p +=?tl\E[Y@C)AR`@& F?=p +=@F@.$ @.Z^Č@.Pvi@.Dz[@-34e@ gÝZ?ffffffB'@EcF=@RKAֆ;I @PF?H@F@)ZW@)FZ;@)N$N@)Cj9@)OIF?(\)@F@-<D{@,؅@-=Q;@,B0;@,|W­@?8D.ɘ@8⧅o6A^Dfw!@ XUF?Y5;O@Y@F@84;@8jDر@9YW@8j}R@8x;+i[?Q?'B,#EW)@JK{Aa~@ۼ)%F?Q@F@,d`y@+M,U@,cq@@+TZ[@+u^''?(\*??^BKEtĤ@$HA 0,@"ЫF?(\)@F@9 F@6v@7BRdr@5N /@4?׮zG2MFXT@ 6[9@D!Mr@oőAAX@ ЊqF?ty@Y@F@8DM@8mY@8Xp@8on@8SB~?3333342KEE^","@FEAǕؼE@ JGF?333333@F@-ˤ@3@-K@-%x@-G@,h?Gz"'DpFXT?zG|?WbElfc@A]A+%A@ک"wF?zG{@F@8"'}8fo@5t@7%w @4㶔r@3sk@݇ +D ,z@^׌IAUO]@!,sYF?%@Y@F@8#b9@8ݵ@8J<Yv@8Q{@@8x&?\(?p: PE-@AwAf4:@Αg:MF?\(@F@7Vws@5h=T@6#6@4~[@3Mяz{?zG|?MOD*'j@^AScUt@xyF?zG{@F@:(:7@7Tf@8㢪@6wl0e@5@3r(??SNRYE(W(@wtW0DAWr@dF?@F@6m@4n(@5+V@3RE@2ݓ@?#D< 68@)jA]]@ nBkF? +(w@Y@F@8ȜzuA@8e@9K؝s@8Xᚮn@8wۛ@ +ffffff?zNE쨹}?@8PAG[*@ &VIF@ +ffffff@F@&o@(4g(@'//t@Y@F@8AV$U@8w5:Q@8ͣX@8D(p@8 {nx ?č-4ـEu2 k@WjARX:@hF@@F@* +ή@*̹Py@*f*@*UˑE@*{㩻@reD9ý@­x vAX(R%@ +;F? e@Y@F@8ra0@8H^@8KpĴ@8qȳLH@8Vf?fffffff]ǂFXT@ c6Do8@\CS5A_@ DS3sF?@8CY?(\)a`FXT?ͿJ֧Ewnä@ -ADD2@tScF?޶9 @F@/T2@/):|+@/[ů+@.4"@.$Ui??_E/Y@I̷Aߛ @s n!F?@F@-YS@-@.?e@-^;dr@- lU[?Gz\giE$ <ΝE@hA?6@HB F?Gz@F@7"5j@4oD}0Y@6EIp@4*k^@33OV@ffffffStDfD.p3@elaA_Qpki@ ?TęBF?*\@Y@F@8pJ(@8°Ao@9j_@8=nP@8ya H@?EE柦URk@ ZYUA;]@d.F@;:i@F@&/r/@'s/b':@'>.x@'{ꩻd@'k$@zG|?μ1(E^Xx/c@Ǟ]A<.K@0;F@̒@F@'@(8.u@(~`$#@(1@)澖?񙙙?ؗ"?Eᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu? +=p ?ۓ45\EYn@#Po"AgoJ@F? +=p +@F@+K*O@+v@+@+jA@+a?333333?V_mhE -uL@y:Aa7@f0KYF?wpy@Y@F@5e14g@6e(<4@6RuN@6d*&@6|31\?QRSBPE1uv@㼄]GA9l$@+|EF@bM@F@+g@*#E@+@*_Ot@* c:Y?񙙙0 =Emc@,TAfs܇ @BOڋF?}@F@.᥊To@.V퉲@//@@.+@-#@\D9$C"9@K=.A\_|n@ @"0F?@@Y@F@8žt-*@9?q-@9dy`@9wv@9xڑp*@GzH?N˽E/V^4A@|/5A)@<)QoF@GzH@F@( @) @?V@)f"^@)Tܛ@)ǪH9@ +=p ?eVcEi‰@/'΃A/ @^RYϣF@ +=p +@F@&"1@'"hB@&8~ͭ@'6+@'gi8@?$-Dpb@3/zTAGy@@"O/uF?uMU@Y@F@8ig@9 T@92@9pT!q^@9of?\(@9mFXT@333333?FsEѺعw@_lLA̫s5@%y-F@333333@F@(Z]'@)HU@)raYY@)ɇ@*# ?Gz?#i!4TE`TQ@0EOA$V@sF?Gz@F@2LIrt<@1s@2q| @1No @0t6?O??`E Qb8@(>;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`@O~DƆ?@AXlÞh߱@ HƑWF?f:@Y@F@88Q4@8Kш@8{hzX@80@8e +D"=??dE9c]@+A@@5Kv1ZF?@F@+{M]@+b +r@+U >k@+kJb(@+6@?5+"EONf@$!Aʩv^N}@*fYF@@F@)d@*`@*9׻@*q,a@*e8K??¤2ZpEtQ9 @@BAT&@` F?@F@0 Ԋ@0O)W@0R@0hI@/Q!?zGe/fƣ FXT@ ? ID@xAX2z@ HlF?B@Y@F@8!~@9 @9eC4c@89@8P G@q{"@EZZ7]@o~n;ZAo)3@HWF@F@F@%z!|@&O +O@&!+NG0@&^=y@&:N]g??333334 [ ZDo@gAomA@F?333333@F@:ubY@7D@91M@6Sm@5me?N=E\D^ U@B?Q5A;t!@wWF?@F@2]{ˎ@13@2Uӑ_,@1/<.@0@j?Ϳ w@E Qb8@(>;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`@F(c!䰼@}pz1@9@<.mxi} @8%9@4E I?Q?)]4Dd@NA4@6"=F?Q@F@?59q@:5&a6@@8CY@ffffff?$DQ@zA_'P>@ CQB?F?ڐ@Y@F@8@8m"@9g@s@8N`w@8y[.j@?粉xDyi@Wq(9A`!@ pH F?^ s@Y@F@8= L@8@9"}@8>@8CY?Gz~h E`TQ@0EOA$V@sF?Gz@F@2LIrt<@1s@2q| @1No @0t6?O@?8\@D3af@[fmA]]ڞ@ oҽF?2I@Y@F@8ȗ@8d Rh@9K|@8WE@8w-?fffffflFXT@zG|׉ȅ(E'e@CA^c@H|IF@ +N@F@'5jYgO@(*@'2@(/@(=*?QR?>T$EJPh}y@+m$AxЮ@̰F?QR@F@7 +@5BN{{ @65a@4z֘@3y4|m-@OD\o@ NAYթ|@ *pbF? H@Y@F@8aگ@@8@8h@8phIm@8j9.? +=p +@9mFXT?? ظĈE Qb8@(>;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`@fffffg?z곣 +E,Y&@iA.]@y%[AF@ffffff@F@'b2-=@(G}*X@(K {p@(` ⟠o@(yU5(]@"D΀c@ gAXB@ N`F?3H+@Y@F@8Ofm@8׸9@8$@8 @8tuf$?Q?+,Dd@NA4@6"=F?Q@F@?59q@:5&a6@fr#?@*;)@)ܲ@*,*@*YS=@ 333333?4q-`EJY&f@vAbݝ@WF@WWթ@F@$oGd@%cn@%-\JD!2@%u"Ox;@%o?\(?NE}@pDžXA#@ӮF?\(@F@,axDW@,#"Sľ@,N8ΐ@,o@,(?Gz?3YlJE`TQ@0EOA$V@sF?Gz@F@2LIrt<@1s@2q| @1No @0t6?O?GCZ\E4Y@wZAȭ)/@1ρF?@F@,jw`=@,,N>V0@,W"nf@,!@, 箬?333333? +2EOKgb@ʍ?A=\;@8%F?333333@F@.Ɗ@.2}H@.ۿ3;@-EI@-uw_M@;x@DPR@34lAX3-@ ?+% +F?eh@Y@F@8(#0@8:@8ц&y@8wh0*@8Yl*@ ?ҔlD@xAX2z@ HlF?B@Y@F@8!~@9 @9eC4c@89@8P G@^淹D>@+jA]k' @ m_pF?{@Y@F@8q@8ۡN@9LNXR@8g@8wh +@?LnlDhu@"AZS4g@ mF?걅H@Y@F@81@9$:@9r9@8[} @8s*?Gz?GEFXT@?I|8D7\W@ (SAVg@! jF?XdE#@Y@F@9%k V@9[ll@9 +\g@9'@8b8??l!LE\D^ U@B?Q5A;t!@wWF?@F@2]{ˎ@13@2Uӑ_,@1/<.@0@j@RF:u@?J yA/+@;B]F@@4F?zG@F@,`1w@,XF@,п=@,~ݿ@,_F6? +=p ?JEX@\8~AY֚Y@l^F? +=p +@F@+m@+{-@+Ϊû@+}XZ@+spd*,?޸Q5 E.W +@5|LA\c"@k ]!F?޸Q@F@6Y@4VO*@5E Qp@3帧[@2ʧC?Gz?C%E`TQ@0EOA$V@sF?Gz@F@2LIrt<@1s@2q| @1No @0t6?O?p +=p?q\FXT?У +=p+8CE@;zAh5@@C{F?У +=p@F@8K$@6z@7J2@5J:g @45L? +=p %FXT?\([@9mFXT?Ϳ Eb@qÄn @8F?@F@,޲@,*B]@,~<@,v]@+>Z?QR?iD0EX@9AK@E^F?QR@F@9}vl@6 ltĺ@8_YP׋@5e^,@4>?Q?MEC @As{@WF?Q@F@5W C2@3z@4 @2>E#@1~(%)?333333OrVHF(R@z&BM|?U}[F?wFze@F@!Koa@ V@ ぼ'{@ Ug@^5G"?zG|@9mFXT@Ѩ4Fg,F@v;=AUȨ@L#sbF@pd@F@"ػU@#ra*@#(ƿ޵3@#]p@#>u@W E1PS-@gQA@_~@DPF@6@F@)1@)q[@)ev{@)y +to@)TF?Q6cDd@NA4@6"=F?Q@F@?59q@:5&a6@G@) \.߽@)E?\(?sFD\Ep]/@ `A3'4@5S0 F?\(@F@/Q@.{6@/)g@. '@./K?Q?&oVpEKd @ AƥH@uθF?Q@F@.-@.Tԁ@.s@-G@-İԨ?zG|BNFXT?ٙŵE ?b@] S3A9V_@=!F?ٙ@F@>pz1@9@<.mxi} @8%9@4E I??@HE6 +3@39A@GiF?_j@F@+8nM@*Yx|j@*5@A@*J<@*)!?? uE /1O@Ň*AwL@'F?@F@*MB@+!):bR@+ O3@+,mc@+D̯&?t*ExVs:@;tz +A'@#IoF?R@F@,, ϔ@,u6@,%Y@,UV@+? +=p 5FXT?ffffff?гʓ~PE t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$?zG|7:mFXT?(\*?'"EtĤ@$HA 0,@"ЫF?(\)@F@9 F@6v@7BRdr@5N /@4@333333?K{EѺeg@CzA=V@%!zF@~E| @F@(8V@)ZAT@)@)Q1q@)|?GzHW}A8FXT?p +=p@gFXT?(\)?6LE[ƼĄ@K: AȄϺo@>OIF?(\)@F@-<D{@,؅@-=Q;@,B0;@,|W­?ͿiުEB^@MR{AK$~@qF?@F@6Bd@3hI3@5"&@2EEt@1V.\`?(\)?bEuձ@WA=?Un@ݩF?(\)@F@-c*,|@-\Lڗ@-+#@-%9T`@,V@?HXU0EskZe@a1WUA8^Q@[pF@d'@F@'c15@'@'~H@'؜@'t>Ys?zG||+ FXT@ g~Eh!~@̒cA؊~u@#iZF@}7X[@F@%6@3@'x @&451@'2Z9P@'n~@ffffff?,9(DQ@zA_'P>@ CQB?F?ڐ@Y@F@8@8m"@9g@s@8N`w@8y[.j@rVDM<@G6^AaNL;O@*pݴF?jfB@Y@F@80J_Z@8zH @9%>^%@8}+ @87*[r?(\*76EtĤ@$HA 0,@"ЫF?(\)@F@9 F@6v@7BRdr@5N /@4@"&h`$E}@OnAgZ@jF@k0M@F@%w0wiU @&W)[؂%@&$]wO@&gf2GP@&0?񙙙ԁEᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu@5b&DƶC@|ɐAXZIK@ F2bpF?͉.@Y@F@859x@86t@8nkVY&@8:Gu@8dgx?\([?FЌAPEqS2 @AĆc"Fg@djUF?\(\@F@1]_@0@1%4+@0)ĮE@/hbrrf@̿>mFIIgq@){AOdރ@IoF@F![[@F@"@$9vv*Y@#u@$Tԥ@$+N2@D~@ &;-AXɵ%@ ('F?rGE9@Y@F@8?eR@83_@8H>@8؍@8l9?\(?2JE!TWP@":AݑX@E=LF?\(@F@+X@+xy@+xAl@+}cp@+)]݆@?(EaGc@ȴt_A:@sDvF@@F@)X$W)@)9ܹ7@)>+@*;@*"({NZ@?KEQ^f@Ȏ Aʀ!@G~HF@\¹@F@) v@*T9^@**h./?@*fz}F@*]v@ ?O,|E̻+@ՁAj@j-mBF@ @F@&?]U@'ZEs@'Y96g@'IT@(O@\(?XzE_`2}@\A`A˵Tbg@)"~ ZF@8@F@)<_@*@)7g@*'~'?@*TDxK?zG|?BFXT?Gz@9mFXT??. +̰E Qb8@(>;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`?\(ÿX,E-@AwAf4:@Αg:MF?\(@F@7Vws@5h=T@6#6@4~[@3Mяz{?Q?ӪEW)@JK{Aa~@ۼ)%F?Q@F@,d`y@+M,U@,cq@@+TZ[@+u^''@\DbC:@i#2hF?VH@Y@F@73 2@8ӋE@83q@8m:$@8_/8H7??tm +FGJ3[@KB"B@u[?<~F?@F@'#@"P:6@%l+@!Ժ+h@ Ay[s@P'8Dmk3MC@Ž-綩SAX/'1x@ BĔF?l-@Y@F@8<@8,y_h@8^a<@8m@8Q/? +=pئHAlE 5])@Z6UA E@İvF? +=p@F@/W9@/BkN?@0}@.Ǡw@.8Y@?]E柦URk@$SA3?K@d8e,F@@F@&!+@'sK@'? 0*@'C醩@'w䯧?ͿuEvO@<6kA$7+ @auF?VԪ@F@0VZJ@1 x@1}CIAYl @9IAYl @9pFXT@̿{xMfFIIgq@װ?@Al˭ΨL@k4gF@lq)@F@"Y@$6 @#O@$QZq2@$WG6? efPE~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<?\(?ǵ#/EVx)@lvAOv @bF?\(@F@3WE@2#TtL@3)V@1# @0וE?Q9׆E#.}@YIlAMYE@"F?Q@F@8qm̶*@5A@7o8~@5&Vګf@4S@?O9D ?ffffff?vYE t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$?Ϳv@MDE2~܎@'#QAʬJ@U5BP_-F?@F@,eGjǼ@,`UI@,D @,;NW@, +Be@ ?Ód'Dpؑ@'gA["@ yؙiF?$tS@Y@F@9 B#@91(@9fr8@8 +@8 c?333334? NEC 3_@3AZT@C `F?333333@F@4p@3IZ#@4^]@2yQw@1GP?p +=p?NhFXT@aDM)\VC@mVAV?6|K@!!곑F?5?|h@Y@F@8+)K@8y@8TW'@8>@8wSF?333333 E+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ?ᙙOIL@E/Il@u؂A.:@OF?ᙙ@F@8To@5W) 4@7&S@4_|(@2{U@ ?SDџ@#AY0@+@  #mF?h3*@Y@F@8G\p@9, `P@9ri@8}@8T?333334? +EC 3_@3AZT@C `F?333333@F@4p@3IZ#@4^]@2yQw@1GP? +=pJE(^Q@q9^AD}@6F? +=p@F@9+@6?[%"@7( @4O>@3$h?333334?ŝ9NRPE^","@FEAǕؼE@ JGF?333333@F@-ˤ@3@-K@-%x@-G@,h?Gz?+kFXT?zG|qϭElfc@A]A+%A@ک"wF?zG{@F@8"'}8fo@5t@7%w @4㶔r@3sk?QR?7zEJPh}y@+m$AxЮ@̰F?QR@F@7 +@5BN{{ @65a@4z֘@3y4|m-@?|; Dɋ@Y)nAUݨ@!/O "iF?Yr@Y@F@9D4l@9Y&`@9x:\B@9'O 8@89rA?򁞝#cE4Y@wZAȭ)/@1ρF?@F@,jw`=@,,N>V0@,W"nf@,!@, 箬?Gz E$ <ΝE@hA?6@HB F?Gz@F@7"5j@4oD}0Y@6EIp@4*k^@33OV?QK9ÊE1pIzg@>&Au@灺F?Q@F@8M56B@5$CF@6sт@41xy@2%@p +=q?&4EފTޘ@Ӆ/Aؑl@e[eF@TL@F@'280@')@'@'/I,@(:?z6E4Y@wZAȭ)/@1ρF?@F@,jw`=@,,N>V0@,W"nf@,!@, 箬?(\*]׻BEdETs@zAs4o@&F?(\)@F@2,S9X*p@16ٌeD@26Fq@0֪9@07̴&?333333? +jc)PEBD@ʴ-mA[1؈@!:F?333333@F@4{ @3A@4Q]{@2| +@1_G?ͿE쨹}?@8PAG[*@ &VIF@ +ffffff@F@&o@(4g(@'2Vۃ@'C@'Wwa'U@'P:@(D?QԮvs(Dd@NA4@6"=F?Q@F@?59q@:5&a6@?^ҘEǾZ"@"AԔj;@y肽F?=p +=@F@)c6@)C am@)6jC@)I@)SsW{>?QRoRÃ`FXT@ADe[3 @?o~A] hσ@ t,F?͉.@Y@F@9b+@9s@:0Ǒ/@9I5 &@8HI{:??{1Ep>+S@c|vArI@+N GF?@F@0Q1@0G'6@1!,(}@0Ha@/t?=p +=FFXT@,sEjۻ6+@9œAX@^g5F?m@F@0 e@0ēC@1 @~@07R +@0j ?GzHn/YNvFXT??[a5Ep>+S@czAr#*%@+K8F?yZ@F@0)@0}@1!2@0Hα'@/؞p@ffffffoJxDcx$ߚ@cTA_SxN/@ ?"SJF?u%F @Y@F@8# ,@8ת)],@9j@8K̟s@8y_E?Q?+ׇj'Eh!Ч@AHMS@*BF?Q@F@1Ӝ`F+@0z@1T&@0!@0 +٬@ r(D/<@$ +=A` +MR@ -F?>BZc@Y@F@9٩M@9_[z@9(@9қ7@8Q? +=p ?] bECG@=}AҫHS@B(F@(Jה@F@+/7y@+Ik@+ֆS@+&ͯ@*D? ?Q@9mFXT?zG{?On#|E܁^j@gA۔@k;mF?zG{@F@*R @*@*?@*o@*,O;@b:E}@bA ;@ZZF@HT]@F@%ycb@&[% @&'Ă@&kt?qa@&j>@ ?3F`D;3Gi@MB\A\x@z@ I F?hJ@Y@F@9-~@97Q(f +@9kF@8c&g"@8$ʕ"&?333334?䗈BE&בy@w.@ CQB?F?ڐ@Y@F@8@8m"@9g@s@8N`w@8y[.j?ٙfE!bl@u3CA2UY@V0@,W"nf@,!@, 箬@)Y F:u@ kuA=5@HF@shĵ@F@#tS@$t53JKZ@$(тK@$M# @$^SG@?X{0DI[@ڎAU a@!/SWaF?Y|@Y@F@9AXf@9Y&QKs@9Er0@9'O@8:>m??!AED m@LAǖyz@)=rF?0̼,@F@+ि@+ҙXDk@+܁Y@+ԩ7@+کӤ@?SEǢ#@?!6xA`@2WF@@F@)ey-hC@*'+k @)+<@*8iWja$@*_5^y/?|l}E\0@5uaA0!tӮ@ ~2WF?n~@F@+=m@*i1ڷ@+_GA@*=I@*,@?B&Dl@VꬿjA`IL @  >F?c @Y@F@8UV<@8ϼ@9"hB@8j@8C@ orh#D=vdH@,"?mA`f5~Qy7@ QbF?6P%@Y@F@9Ǒ&@9isy@9\&Z@91@8j:x? +=p-P E(^Q@q9^AD}@6F? +=p@F@9+@6?[%"@7( @4O>@3$h@ 3BD2ˌ]@/z'Aa'^@!FF?@x@Y@F@9#@9KC@:q=@9+q&"@8LF?333333@9mFXT?\(ÿ%0pE~f+N@2M[Ar-S@OA F?򻫧 @F@/U^i@.tQ@/lW@. e4AS@-Й@ ?֛77D S@ce5AY:(@ TUF?\>@Y@F@8@9 d3@9y@8L@8@?FqD/i@@N)AUwU@!/9(׫F?X' @Y@F@9Qձ@9Y)@9t?d@9'P3\@85??Ď6PE I@1nmAC )@ؒF?@F@/} z@/#-k@/@.Nr@.!teW@zG?ijYE7%h%@hߢfAq@syBF@zG@F@&$7Ǽ@(]@'@(_Yō@(\3?GzH+_FXT@ ? pFJ@m@7A]q]T@G3F@ @F@$X8@& =6@%zovo@&' Jԅ@&g&P?@ ?eWdD@xAX2z@ HlF?B@Y@F@8!~@9 @9eC4c@89@8P G@DGPE"@l A^9O @ YF?SeX@Y@F@9h#@92@:1Lr@9S2|q@8}?=p +=x3FXT??E~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<??[zdE\D^ U@B?Q5A;t!@wWF?@F@2]{ˎ@13@2Uӑ_,@1/<.@0@j??# E1hʑ@3J=AD/̃@esdF?@F@,UyɃ@,/m Yv@,Md +A=@,)u#C@,!Iz&?Q@9mFXT?\([@9mFXT@ +nOF'+@AI[A-?$@F;4WF@?p\@F@#:N@$A@$ZQb@$Ӷb@$PZ?ffffff?@E t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$?zG|?7E@ &@.sA7HU7@F?zG{@F@6Rd(@3Ң ո@5Pcd@3=@1oP?Q?]4nE#@ -eAp;h*@qF?Q@F@.o;m@.f溿@/:}@Q>F@2@F@%u@':_^@&E|@'\ +@' z?QXk}pE7:@]shAf#,F@׬}2F?|@F@.b@.c + @/ oU@-~D @-x6^M@?NZEaGc@뤂/dAЭO@>SF@+&@F@)H#om@)O] @)>b@)р@)e* ?fffffg[@]EdY«@X"AXj/N@ȅa|F?fu>@F@76dH@5|#,@6h犎@48@3"^?333333?|E+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ@ ꒵_ND̥.c@cKEHAWTՄ@ 5 GF?Uhƒ@Y@F@7n-@8{@W@8v@8\{ގ,@8F⦄?zG?ʥŠE?\z@i>Aǎ{Gvb@" +F?.@F@,56Z@,@,ڈbȸ@,}[=|й@,^ֳ?ffffff?ē8FXT?JԮE~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<@?6!EgC2@Ĥs۩OIF?(\)@F@-<D{@,؅@-=Q;@,B0;@,|W­?FXT@?ԼD@/TA^PO@^@ WG`]F?旍O;d@Y@F@8-; @8^O@9Z8.@8w@8xFjV@``D:@KwNbAW>tI˕@ eFkF?v ׈@Y@F@7ƻ@8@8 B/ |@8c0r2@8LcӀ?zG|?$mxpFXT?QR?S{\EJPh}y@+m$AxЮ@̰F?QR@F@7 +@5BN{{ @65a@4z֘@3y4|m-@ ?wMʕ@DZؑ@TA]kI @ muF?{z@@Y@F@9B`@9@vyQr@9r&|@8Q-yK@8g?Gz]A E$ <ΝE@hA?6@HB F?Gz@F@7"5j@4oD}0Y@6EIp@4*k^@33OV?Q뿸; +E#@ -eAp;h*@qF?Q@F@.o;m@.f溿@/:}E#@1~(%)?zG|?i\BD*'j@^AScUt@xyF?zG{@F@:(:7@7Tf@8㢪@6wl0e@5@3r(?(\*8ب@9g֟!@8>@8y[;x?ڨjJɰE;h'@ MQ]Ar_F@@HKF@lcE@F@,I3O@+&P#&@,BK'@+vs@+i8W?ffffff?XM@D"@sn AaC'3@]NF?M@Y@F@7~ #<@820m@8yK~2@8oQ\@7(7@ Ϳ݃JFdHa@ʡ3Ar:)@x)F@,P@F@#].5@$V<@$j>;@$[>@@$V@k?ffffff$1:EY]@h[cA}@D!`3F?1eәo@F@0 ]b@1.^t@0L@1HBuz@1F:?zG?[E}$7D@ gA z`w@;F?zG@F@,pA@,Yլ|ܭ@,y@,OAM@,@}y?Q?4rD{:@,SU^uA.7@YeF?Q@F@:IK@7NF@9|[KW@6F@5"L? +=p 7t &FXT@333334GH +E~[V@ơgAo@HjeͦF@K@F@&nvpD4D@'6)XTr@&A@'&1S`@'B?=p +=?9xE{]@aG,gAʑũ @CF?=p +=@F@*#g:K:@*_@F@&4 *@&WPs@&@&2Z@&w |@ +ffffffᨔ +3F7@AAD@IF@X1=@F@$FC@%=@$bE@%%c3@%POe?=p +=?҃OFXT?333333+GQLEkwS&@sLAdDT@yqX3T?eO @F@3"&a@4v "@4&s@4ĽOZ@4r@YPDVb@ :NdA]j 0@ mΜ2tF?}OB@Y@F@8ɜ@8u~p@9L5@8`@8w_;?Qm[MFXT?̿F{<,Eq׿`@a&A@F?@F@0Hy@0z^W{@1ձQ@0/lw#x@/^rb?ᙙ?@E9MU@"fAg?8@-on̖F?ᙙI~@F@5X0@3sZ@4k=@2Gᤠ2@24Oz?333333?EBD@ʴ-mA[1؈@!:F?333333@F@4{ @3A@4Q]{@2| +@1_G@fffffgs_E/aƉ@4_APmI@9AmF@+8@F@$i@%OR@%&@% @%;E?333333#2E8\|@ n݇(Aln@wF?333333@F@78=@4m') @6 ̒@3 8@2DnɅ?(\*:LD୍_J5@IDAtAӂc@"#~F?(\)@F@v@9ڢnI@9U]V@8kOT@p +=q?xREފTޘ@xH{ +A£+@ic9{F@p +=q@F@':KC~'@'OW@'م@({|Ճ@()V?Q?`EB\v@hߝyԹAex@1}F?Q@F@.@-t@! G 6F?bb˧2@Y@F@7uE@8}"d@8[֑@8a,@8N 5@E:D=WN@!>yA[~$q_=@ ]'F?wFze@Y@F@9ë6@9.@9 @8! +@8QN?Gz :FXT@̿M*F @d^&4A&,&a@W"DzF@-V@F@#K @$Ln%@$Z@$]@$pǚ{?`QEzk >@aΝ +hAL4}x-@MMϑF?&#@F@0kt@0eg@0@/{f@.f ?}%g!EE5b@ͷXANL@gfF?@F@/4@/wCh@0!5@.Ou@.]pX@???耶.E{z{Z@;UGA~kFS@XBF?@F@04^򹽻@/ͦq@0l(~aM@/},R(W@.BIc?\(?*uD\+E@+A <,@eJa6zF?\(@F@9S +@7$D@8@6I]X@5Jn +?QRsLpEX@9AK@E^F?QR@F@9}vl@6 ltĺ@8_YP׋@5e^,@4>@ ?h\hVFK|p@w^.JA?{@/WF@h@F@$ou@%eQܡ@%ZZ@@%6@%?Ϳ,^ƬEtQ9 @@BAT&@` F?@F@0 Ԋ@0O)W@0R@0hI@/Q!?333334K3EC 3_@3AZT@C `F?333333@F@4p@3IZ#@4^]@2yQw@1GP?Q}+qEwOl9M@|A}e@+y&aF@nTqq\@F@+|@+`#X:3@+yśI@+\@+X<?GzGE8ݗI.@GT8A7H@]%F@+8@F@, +@,QX7N@,[ +@,D @+G@?GzH?ev ,E=FCbW@AŐ_ +@ +woF?GzH@F@/=$;]@.s\u@/Q:6@.v)l@-?\(?WjEp]/@ `A3'4@5S0 F?\(@F@/Q@.{6@/)g@. '@./K@;k#/Dd@4h`AXCp@ e3k^F?l@Y@F@8O +@8@8\@8TWEf@8r??qioD4@7H-Aapb @3%F?(M@Y@F@7%8@7y+p2@7wÑ@7t @7vAX @Rc,D")@jWiAXu?fr@ @LYF?묆h@Y@F@8[ykC@8pd@8-RFy@8`E-@8v1 ?zG@9mFXT@!8^2Dn4W@BFAV\Kػ@! F?wFz@Y@F@8M@8q49~@8.>@8Fs@8o1?GzHoFXT?Qt*EEc3@JRrAmTB@/F>3VF?Q@F@.O@.gEK@/s1@@. ̠赿@-!?ffffff?̵M{Es.@åʰ:fAMض6 ?@7T bwF?ffffff@F@+f{FC@+V]@+b@+X9*@+/@GzH?۫E/V^4A@Njf]9 A{׭ݵ@Ge+nF@s@F@(Rb @)w--@)PJpM@)$;@)1cf?333334?H"7 Et@mAcJ@Bw#F?ѽa^@F@-*ߟ@-.I@.&7T@-A @,ʱ?zG|ƀ[E@'3ǿqA:x`@Ʈq8F?zG{@F@-%d;@,?<\@- @,֨?@,u "@?OvSDhu@"AZS4g@ mF?걅H@Y@F@81@9$:@9r9@8[} @8s*?=p +=WFXT?Gz?鑄@E$ <ΝE@hA?6@HB F?Gz@F@7"5j@4oD}0Y@6EIp@4*k^@33OV?Q?M FXT@ ?СOg,uDgu@B7A]>sP@ r#/F?穼K@Y@F@9>M2@9>b@9Wc@8o@8';0?\(?EH D\+E@+A <,@eJa6zF?\(@F@9S +@7$D@8@6I]X@5Jn +?Q?GPEh!Ч@AHMS@*BF?Q@F@1Ӝ`F+@0z@1T&@0!@0 +٬@̿7ϕF @<vnA`r@h ]EF@S=@F@#Gl@$Aj@$SK`=@$dO@${ȭ7E@UtD@f@@[t6AYc +P@ 7<+EF?n.3@Y@F@80j=@8n0@8['@8wn@8V{J>4@ +D7@xWAW~m@ F?ʁ@Y@F@7ߦ@8uxik^@8@@8X@8E=0BT@ffffff?e)DV__@!)(vA`$X5@ + 0dF?ͳ|@Y@F@9߮@9rJ@9yVpU @8g)#ȕ@8{W_އ?ٙ]G~E!@_RǥA3@lLF?s+q@F@7eQ@53F!@6}@4T맟V@3VR0?(\**zEdETs@zAs4o@&F?(\)@F@2,S9X*p@16ٌeD@26Fq@0֪9@07̴&@s0pTDR[@?|4RA_>@ AF?>lLYu@Y@F@9qiV@9U[t@9\,N@9 83@8SS?Qn; E#.}@YIlAMYE@"F?Q@F@8qm̶*@5A@7o8~@5&Vګf@4S??J ]@E /1O@`A$빉3@* -F?7y @F@*1@+٣@+J36l@+#q@+;y ??\aEq׿`@a&A@F?@F@0Hy@0z^W{@1ձQ@0/lw#x@/^rb?Q?nEKd @ AƥH@uθF?Q@F@.-@.Tԁ@.s@-G@-İԨ?xlE~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<?Q?|*uk(Eh!Ч@AHMS@*BF?Q@F@1Ӝ`F+@0z@1T&@0!@0 +٬@?俐D8D<@ w*o@2S@1i}@?ׁ:VxE柦URk@ȖVQAYw%@_ F@Wgȗ@F@&wy-@'WлM@'&6[Y@'ic_@'mt?fffffg?m}2sEc@X"AX9⣀@Ȏc5F?ffffff@F@7v@5|)@6oUy=@4?jC@3_W@333334?6(EI@v̪Aч_@Cd@ F@ HID@F@( 1@(-@(f1i@)2A@)<ܒ?zG?t(NsE}$7D@ gA z`w@;F?zG@F@,pA@,Yլ|ܭ@,y@,OAM@,@}y?Q27&xD{:@,SU^uA.7@YeF?Q@F@:IK@7NF@9|[KW@6F@5"L@?ʿ0ojDFI@7HIA^Fay@ XwF?ae@Y@F@836@8}6G(@9YwQ@8vH@8x=Up@fffffg?^yHE/aƉ@LJ`\wAćY@NF@ YҿU@F@%@#@& 26@%ڥ{@&S@&98n @`WDe)U @2+ŒAcDqV|)@-X37LF?ޤTɆ@Y@F@8C@85bk$@8̖/+@86 @7ɉLe@ffffff=iDb\f@bEA_T 1y@ ?CiF?R~@Y@F@8<`@8@9j}<@8SK4@8yK$@ M`u-2D;@4AVT/^@!pb"F?"/@Y@F@7*@8 +O@8ASFU@8j9RU@8XG ?Q@9mFXT?=p +=?.%?FXT?=p +>?7EǾZ"@"AԔj;@y肽F?=p +=@F@)c6@)C am@)6jC@)I@)SsW{>?񙙙?Eᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu?333333z@QEd:TO@&BAƢ ?)@irF?)(v>K@F@.Ї@.2f@.kpH@-(F@-nJG??` DݿjM@&!AaG@dbF? +(wN'@Y@F@7'D@7+W}@7ɱ]@%]6,F@%:e7@%g5d@%zrYL?ᙙ[ v$2E/Il@u؂A.:@OF?ᙙ@F@8To@5W) 4@7&S@4_|(@2{U?Ϳ2KEFXT@̿e1TFIIgq@b;Agt[@ XF@")@F@"'; ɭ@#f2ƒs@" t@#*|@#RҦ0@ ?f/D o.@tgAXFSv@ װXF?kP{@Y@F@8{_t@9ksZ{@9l4@8V*h@8k2?GzH?/3πFXT?\(? +fdD\+E@+A <,@eJa6zF?\(@F@9S +@7$D@8@6I]X@5Jn +@&>DlDB@ċr0!HATIC@!GHF?GN@Y@F@7a@8.V@8P!@8}U@8n}sw?333334?W4EA[$@t+AujZ@ϬnF?lT@F@.t}5@.!^$@.f~ڢ@-йvc=@-f=?Ϳ,V`Eɾl@gdkehA7[@۸ -F?ƅU>@F@/bΏ@/,Sc@03 + 6t@/Ȝ2T@.g`??ʰE|e@_¬4:aA"I3@BF?@F@0$f;@/礄-@0[qA@/b4O@"@.q@82Ek=+l@N̽zAGOM@Dʪ.F?֯łV@F@0i@0 +@1_mS@06@0Wɍ@2}QDFG,@_pPA[@ ]7 %F?;Oag#%@Y@F@8-@8fc\d@9#88&P@8T~@8omJ?ٙ?2]yE![Ɗ@vJF~AOkb@U:W/F?ٙ@F@7a;@5Sr +@6{Ym&R@4To0Β@3W8??VmE{z{Z@U;ЏAï 3@kFF?+5q@F@06 @/@0m0@/{̆@.(W{/?У +=p?̄pjE@;zAh5@@C{F?У +=p@F@8K$@6z@7J2@5J:g @45L?̿oUliE I@1nmAC )@ؒF?@F@/} z@/#-k@/@.Nr@.!teW?zG? @Er$@P~Aġ1a@VF?zG@F@0t,`@0qq@1sæ@0M +c @/R]@?T~}hDyi@Wq(9A`!@ pH F?^ s@Y@F@8= L@8@9"}@8>@8CY@p +=q??(EފTޘ@wttAoe!@i*F@q0ߛj@F@':Sh9m@'Mw@'ٵ{@(yie/@()־'v:?[fCE4Y@wZAȭ)/@1ρF?@F@,jw`=@,,N>V0@,W"nf@,!@, 箬? +=p x+@ELqOE@1yF|Atf@t@F@,2%M@+M@, rT@+?w+@+oy?zG{@9mFXT?ffffff?%bE +E?@/U߈A9m&@ErF?ffffff@F@+ +/@+|~@ تAR@ǐLS9F?vE@F@.d=@.qSZ9@/ F @.2mܻ@-:?ffffff?게7QXD"@sn AaC'3@]NF?M@Y@F@7~ #<@820m@8yK~2@8oQ\@7(7?QR?8fEJPh}y@+m$AxЮ@̰F?QR@F@7 +@5BN{{ @65a@4z֘@3y4|m-?p +=p?덅vFXT@ +=p ?\tE&!U@ڜA5[|x@ӾbF@C^a[@F@%#OD@&*i{@&:^@&5C"@@&Mw7 %? +=p jB{v]zFXT?o-*E~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<??=zD'Ez:+9e.@=ʊA<,V`@9!NF?@F@0B)f@0 ј=@0z c@/ 4}@.朝>?陙@9mFXT?zG|CElfc@A]A+%A@ک"wF?zG{@F@8"'}8fo@5t@7%w @4㶔r@3sk@?I2opDh"}@AZS*6@ W6F?걚A_E@Y@F@8t@9$Ō@9&?~@8[;/@8wh3?Q?NI8E2:>+@dsAZ۠T@+ F?m@F@*>W\@*M;@*gU@*Ko@*@?ͿiLSEb@qÄn @8F?@F@,޲@,*B]@,~<@,v]@+>Z?333334[ v$2Do@gAomA@F?333333@F@:ubY@7D@91M@6Sm@5me@ͿfYvTF"[n@ІyA ou@f8FF@@DU@F@!@#Po@"g@#otЋV@#759?Ϳ`FbwEtQ9 @@BAT&@` F?@F@0 Ԋ@0O)W@0R@0hI@/Q!??:~ngE~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<@?A{<DO(b:@BAa M@ +"F?e%1@Y@F@8@8VN@92NFr@8_@8EHF*@ Ϳ8XFdHa@ +äA<̓@F@P Ǵ_@F@#zH[W@$ʿ@$OTi>@$ڑ_0@$Ͳ/Q?333334?~$-Eoy@vj&_AvЧ@Ś5F?333333@F@8I9p@5Hh"@7J/ZA4@5K#@3Ώs&@333333KpF,֐9@PA*-@wJ҂A1f\@} F@=N@F@#Ҙ3@$@ać@$%u@$V8&9@$hi?333333@9mFXT?Q Eʦ@ŮXg*A1EH@$ڄbfF@8\g*@F@*&S)@*\F3I@*~6t@*b +@*vmhy?Q۸sE#.}@YIlAMYE@"F?Q@F@8qm̶*@5A@7o8~@5&Vګf@4S?.0E~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<?zGQ/nG,FXT?Q?| xEC @As{@WF?Q@F@5W C2@3z@4 @2>E#@1~(%)?QR?EO @@EOAʓYZ@ɦ bF?QR@F@+nrŷ@+h@9C@+tig5@+h,@+i;0f<@GzH?LE,E/V^4A@|/5A)@<)QoF@GzH@F@( @) @?V@)f"^@)Tܛ@)ǪH9??lJEUK@flAǣ>"@>ddF?@F@,,ܩ(M@,CY@,'ބ@, +Ṭ_@,"?QM<D{:@,SU^uA.7@YeF?Q@F@:IK@7NF@9|[KW@6F@5"L@ olBlD䕅'V@fsQA`L5 +@ -mfF?l@Y@F@97y@9_T@9ȶ*X@9Ezj@8hzŬ?\(?|E#@1~(%)@E/DfX@-_AY{76@ \>F??@Y@F@8B(@8-Τ@8JT:@8[@8^Y}4n@ ?JFDs#@#G`LAY0@ w#F?Pܜ@Y@F@8MOpC@9-@9r-|@8%ʜ@8y?ͿSFXT@ Ϳ֠FeY HF%d)|@K&Ao@Ey@c~6F@qs.@F@#MǷ@$}6@$vqw=@$@@%KH?=p +>@9mFXT?ffffffVE_1@5SA4 b~t@7F?ffffff@F@+i@+:\@+`G_@+$@*ü@?񤿕PDo<~I@bYAG#L@">$qF? @Y@F@8ݶ:@9~S@9;բ@9sV7`@9rU@ħ@D?<'q@oS0AYL`9@ ͪ֩KF?s@Y@F@8 BTuH@8{`($@8O J@8a@8E]^?zG|ukkFXT?\(?JGYEGΰQ@_!Aګ +Wm@"F?\(@F@5R@3J#~@4%1P@2צ3J@1V@GzH?|zE]@Z{PAf74@biF@}$ =@F@(njbrS@)Xi@)\]T[@)=M@)kF?QRqE= @5q AȦTQp@pF?( )%@F@. I@.eA@/fKo@-+f,@-kdD?޸QZo @E.W +@5|LA\c"@k ]!F?޸Q@F@6Y@4VO*@5E Qp@3帧[@2ʧC??l@E~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<@?tEZZ7]@nA7@rƗr4F@[o@F@%NXVv@%A@%3"@%Z'@%fObx@?ޫdD•@&<' 3A^[@ V?|F?T6@Y@F@8 [@8E/@9Zʊc@8,:N@8xR?zG|&7FXT??sE(W(@wtW0DAWr@dF?@F@6m@4n(@5+V@3RE@2ݓ@ ?ߒ)٠D) @wFpAW9+S@! f̐F?S&@Y@F@92?@9_IE?@9}0@9)/蛊r@8GUt?əUh6z@Y@F@9aHSC@9Gu<@:%g@9NCܣ@8H?333334?YEA[$@& ;IAYoBG@yF?333333@F@.taΙ@.!q\!@.LO@-]} -@-hp@?j:8D`aF@۩AVU@!F?fxd@9]X=@9)iRǃ@9(w@8ﴚK@e(D=t@!qA[~9/N@ }F?w1@Y@F@9@9.Q8_@9 +/@8R@8(k\@Q?zϥLEGBrtFIIgq@μH9ӭAO@C?1F@\I^@F@"so@$1l(/@#l%A @$Ln@$+NO? +=p +aEh.@N@A0@@ !F@rG@F@-0 N@-$U @.V`*I6@-E3t@,<%㉭?Q@9mFXT?QіACE3Cw@O9A<ժ@QF@eq@F@*9@)Ik@*bL{@)cr]R@(@F}0D"@qPAYHTN@ <bF? 1ί%@Y@F@7 z@8_(ִ@8Axr@8A@8+HӇ?񙙙Eᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu@\.4D{2 d@ CA]ZC>@ d~8lF?pO4@Y@F@8C@ey@8R;@9% 8Lh@83-@8a~@ 333333F4E?W@DGAD?yw@!3ϽF@@F@$EoC@%D +%@%:@%O@@%gV0@,W"nf@,!@, 箬@?aj|F7c$@Q?6A<ߎ@( |F@##@F@"@o@$Z|#@$0uI=@$>|F@%ꉌ?3333330:peD\b@ jU_A\s;@!F?333333@F@?PWK@:O1G@<@ @8k?n @5%vR?(\)?#xFFXT?333333?IEBD@ʴ-mA[1؈@!:F?333333@F@4{ @3A@4Q]{@2| +@1_G?񙙙?$IE;ʓH/@ +oAի@,\F?񙙙@F@/s@/z )@/ҷ{@.W-?H@."ߋI?(\*?ކ. +uXEE~O@`0AG E@YF?(\)@F@@D? CAY%@S3 F@T ;@F@%KxS@& &y@&5@&r:9@&yss?Q?woE2:>+@Ɩ v2AɀTd@*DF?Q@F@*A@*zb@*=5@*5Sm@*,<9K?(\)?U+) E FXT@>µ`bD3@5v:AZBH@ g9kF?nO;@Y@F@8E@8(!>@8.$@8{g߲@8T~b? +=p ?S˚E "@HJ1AӈA?@8πF@}|,I@F@+_p@+Fɤ@+^N@+ dx@*%Mf_@?88aD!@(A^Y[@q@ V߮G|nF?掟j@Y@F@8[@8.<@9ZF@8člZ@8xO:??e4ND4@7H-Aapb @3%F?(M@Y@F@7%8@7y+p2@7wÑ@7t @7vAX ??lEu D@áA@@+j@{f}WF?@F@+9%W@+{on@+qe@+!ۂ{@+*F[@ͿDᕎz@5\gA` @ 1\F?Ƨ-@Y@F@8!̥^@8HA/@9%T i@88(@8CG@?(\*i$Ef_[@$HA 0,@"ЫF?(\)@F@9 F@6v@7BRdr@5N /@4@333333?""F,֐9@˩lA"א@exVF@\$Ȭ@F@"~0@#-М@#k_{@$3rܯ@$;\??GuǘE /1O@t-JA"G@(=?TF?Kn>h@F@*B>@+/}6@+ ɂ@+(=Wk@+@#?ffffffq{4zE t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$?\(?˿E}@pDžXA#@ӮF?\(@F@,axDW@,#"Sľ@,N8ΐ@,o@,(?Gz?^{>FXT?ə?0xSEE,@YeUA9Μ@8{=kOF?ə@F@9RM^@6̄@89Ma@5e<@4օQ?Gz?4R E@ @S^!AWk@BF?Gz@F@*IU@*`U@*I@*^@*`l-,@ ^D nR@ß1.AV?6|K@!!iF?7ȊH@Y@F@8 2@8t B@8AA@8|20kB@8g?333334?0XDo@gAomA@F?333333@F@:ubY@7D@91M@6Sm@5me@?I5̠EZZ7]@ DDA :Q@TF@ +DS@F@%`@&;G @&h@&I4@&g"wQ@L-4E}@gP2 Aࢍ2@s_gF@:~DN@F@%yw4@&\,@&(@&lqH>@&?QR +EJPh}y@+m$AxЮ@̰F?QR@F@7 +@5BN{{ @65a@4z֘@3y4|m-?P&E~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<?ᙙű}E/Il@u؂A.:@OF?ᙙ@F@8To@5W) 4@7&S@4_|(@2{U? +=p +?=Y pE%k@ʕ>IAYl @93VF?Q@F@.O@.gEK@/s1@@. ̠赿@-!?ffffff?llOE t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$?Q?oEFXT?=p +=t,Egχ@BVA02@-F?'$17p@F@.@.7H(!O@.`9@-/u@-YmJQ?0E\D^ U@B?Q5A;t!@wWF?@F@2]{ˎ@13@2Uӑ_,@1/<.@0@j?Q?z˜HEW)@JK{Aa~@ۼ)%F?Q@F@,d`y@+M,U@,cq@@+TZ[@+u^''@?IDEWm@ASFۉ@!o7"-BF?L8@Y@F@8'7)@9S>@9/L@9(яU"@9`>??FD4@7H-Aapb @3%F?(M@Y@F@7%8@7y+p2@7wÑ@7t @7vAX ?Qr h?hEC @As{@WF?Q@F@5W C2@3z@4 @2>E#@1~(%)?̿=a+Eq׿`@a&A@F?@F@0Hy@0z^W{@1ձQ@0/lw#x@/^rb?ͿmflEtQ9 @@BAT&@` F?@F@0 Ԋ@0O)W@0R@0hI@/Q!? +=pԮvs(DWj@lA#/L@A8'?F? +=p@F@;><9@8a@9ӹF@72yEX@5?\(";~E )t# @P%nqANQ'@[7sSF?\(@F@7{@5-kh*@6,\Wl@4g@(r@3h.j;-@ ݡ1Dcہ4:@±3:̪AW @ ~F?Lnm@Y@F@8ٜ9O@8a~@8|iM@8v@8[~?ڕJmE2Y@4ẉW@4'bB@4&v>>@4:r=@21DC@"AXh'@ *wF?t@Y@F@8N@80Ś@8! OZd@8(l2@8o5 @ ?9DU"XDpik@%AWB1Z@!-*F? +Ri@Y@F@99@9a_?uu@9  E@9* @8G@ D6 a@d(5A`i@ F?!R<6@Y@F@9gs6@9zϔ @:3@9'}&i@8?\([,nE )t# @P%nqANQ'@[7sSF?\(@F@7{@5-kh*@6,\Wl@4g@(r@3h.j;-@?/$$DX@Z)"AZBk#w@ TL+WF?3]$E@Y@F@8:2@9"C\;r@9}d@8Zky<@8 zĦ?@9mFXT?Q@9mFXT?̿W];"E(W(@wtW0DAWr@dF?@F@6m@4n(@5+V@3RE@2ݓ?333334q'FXT@?>/Dȸs8@!TA^adώ@ VĚF?憭-f@Y@F@8ފy@8zU@9[%{D@8@8xW?zG|Rvg@FXT@.DE|7@)6cAa_jtp@ܚ׏F?xW)@Y@F@9JՀp@9(S@9FJB@8ˬ!@84=4@ ?fjD) @wFpAW9+S@! f̐F?S&@Y@F@92?@9_IE?@9}0@9)/蛊r@8GUt?\(\?O}E(@y Aү^([4@\$F?\(\@F@)WglD:@)PZu/@)*}@)Rv@)s\8??ب_%ZxE\BQd@Y@6A)Z@~kF?Cǒ@F@-<+;@,2@-8-u"@,N`P#@,Ki?rI`lE~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<? +=p?\c>@DWj@lA#/L@A8'?F? +=p@F@;><9@8a@9ӹF@72yEX@5?ٙ??8E![Ɗ@vJF~AOkb@U:W/F?ٙ@F@7a;@5Sr +@6{Ym&R@4To0Β@3W8@?.xIEd@EǢ#@?!6xA`@2WF@@F@)ey-hC@*'+k @)+<@*8iWja$@*_5^y/??VZvT1E|e@_¬4:aA"I3@BF?@F@0$f;@/礄-@0[qA@/b4O@"@.q@`"Dd{@'A]#Jq@ tՁƴF?łU5@Y@F@9Uh]4@94  @:F@9I +]@8Mk8@ 333333?󼋟4HE$p@˨(.A۵2{@ToRF@ 333333@F@%hW6@&LM@&q_c@&|@&?ˈNd@E\D^ U@B?Q5A;t!@wWF?@F@2]{ˎ@13@2Uӑ_,@1/<.@0@j?333334zS Do@gAomA@F?333333@F@:ubY@7D@91M@6Sm@5me? +=p ?dT(6FXT?GzH-FXT?񙙙\S—HEᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu?ffffff?:\ E t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$?ffffff?}⁙-Hxe@ Yt@0F?iu @Y@F@9W}@@9IwBI@9Cl g@9Z@8?zG|?(U=Elfc@A]A+%A@ک"wF?zG{@F@8"'}8fo@5t@7%w @4㶔r@3sk??P\EUK@flAǣ>"@>ddF?@F@,,ܩ(M@,CY@,'ބ@, +Ṭ_@,"??T $E Qb8@(>;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`?\(]ꛌBE )t# @P%nqANQ'@[7sSF?\(@F@7{@5-kh*@6,\Wl@4g@(r@3h.j;-?ᙙ@9mFXT?333333?SBo4E8\|@ n݇(Aln@wF?333333@F@78=@4m') @6 ̒@3 8@2DnɅ?QR?@yӉEk6@J=WAĕYv@NF?QR@F@/ +o:@/x @0#F@/ `@.i\?陙?rEbKHP@TcA}Ӫ:@aԜýF?陙@F@1孧#\@1?i@1b@0c]@0g,=c@?IEHT|@epȂAR-ZV@YhF@@F@'QW@@(}K@(b@(È{Z@) `@„D/X@JʅAYf:@ VF?ꥏq!K@Y@F@8&|.T@8#|@8?d@8qJV1h@8Q%@?Ϳ9݄ +Eb@qÄn @8F?@F@,޲@,*B]@,~<@,v]@+>Z? +=p ?ghEYn@#Po"AgoJ@F? +=p +@F@+K*O@+v@+@+jA@+a?У +=pgrE@;zAh5@@C{F?У +=p@F@8K$@6z@7J2@5J:g @45L?p +=p9=:ļFXT?2DE4Y@wZAȭ)/@1ρF?@F@,jw`=@,,N>V0@,W"nf@,!@, 箬?GzH?ܖ֐FXT?p +=pߧ FXT?\( +@7񸕪@,eGDVN@aH{6AV@J%@!!󊉍cF?9-*E@Y@F@7w7V@8{A@8 [c@8as@8Q7d?zG{?ݎϟ&E܁^j@gA۔@k;mF?zG{@F@*R @*@*?@*o@*,O;@gD^ݷ@>fA]m `@ mL}F?z]y@Y@F@8܌%@8.dz@9Lb'"l@8$@8w7yD@?E*'θDxw$@u𱆰_AGbphq@"zhV4F?@Y@F@8!YEh]@9 @9ΰ3@9t r@9ttD?\([?8EqS2 @AĆc"Fg@djUF?\(\@F@1]_@0@1%4+@0)ĮE@/hbrrf?Q?o(E1pIzg@>&Au@灺F?Q@F@8M56B@5$CF@6sт@41xy@2%?ffffff>-ME +E?@/U߈A9m&@ErF?ffffff@F@+ +/@+TFXT?\(ÿ: +EGΰQ@_!Aګ +Wm@޽F?Cj<@F@54 O@3IVj@4h4@2v@1='?Ϳ.b3E Qb8@(>;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`?5xE,`j@qμAu "@WtWF?>T@F@) f@)`H@)yl,ſ@)USS@)@k#?ffffff?̇K}E>|~@4Aeu @4H/F?v@F@.0J+@.rӯ@/@3$h??W2QfED m@XUAzC@#2F?@F@+ +@+46F@+{`P@+L@@+ u +1?ᙙ?OppE/Il@u؂A.:@OF?ᙙ@F@8To@5W) 4@7&S@4_|(@2{U?ffffff?\aE t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$??:FGJ3[@KB"B@u[?<~F?@F@'#@"P:6@%l+@!Ժ+h@ Ay[s?(\*?`l0D୍_J5@IDAtAӂc@"#~F?(\)@F@uA_?&@ A ;dF?孖Z@Y@F@9q@9UdW@9j?@9 tw@8{?ffffff?r0nE t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$@?'QxD< 68@)jA]]@ nBkF? +(w@Y@F@8ȜzuA@8e@9K؝s@8Xᚮn@8wۛ??nFGJ3[@KB"B@u[?<~F?@F@'#@"P:6@%l+@!Ժ+h@ Ay[s@0%vEP}B:@D&['AIf0B@hLF?Ϻ B@F@2"iɔM@2i@@2W>@1Q@12O)?ٙ?4G*g lY%A1K.@^f}YF? +=p@F@3rS@2>X\@3Ks@1T@0V@ ?މ8PD@ GA[N/@ 1F?$5inX@Y@F@9@90x@9X!@8Ii@8ݐ:?ffffff?rE +E?@/U߈A9m&@ErF?ffffff@F@+ +/@+`EA[$@& ;IAYoBG@yF?333333@F@.taΙ@.!q\!@.LO@-]} -@-hp?޸Q?9QE.W +@5|LA\c"@k ]!F?޸Q@F@6Y@4VO*@5E Qp@3帧[@2ʧC?Q@9mFXT@ ?%=E̻+@ՁAj@j-mBF@ @F@&?]U@'ZEs@'Y96g@'IT@(O@?l̰D<@ w@2lA?\(\@9mFXT?zG||!Q\Elfc@A]A+%A@ک"wF?zG{@F@8"'}8fo@5t@7%w @4㶔r@3sk??1O`E9c]@+A@@5Kv1ZF?@F@+{M]@+b +r@+U >k@+kJb(@+6?fffffgM*dEd2,@X"AX8r@Wf%F?fo5B,@F@7ŷ]@5|m@6e[@45<9@8a@9ӹF@72yEX@5? +=pᡟ@EUmRԨ@[> lY%A1K.@^f}YF? +=p@F@3rS@2>X\@3Ks@1T@0V??noEq׿`@a&A@F?@F@0Hy@0z^W{@1ձQ@0/lw#x@/^rb?zG?ǁ5 rFXT?(\)BJ:E[ƼĄ@K: AȄϺo@>OIF?(\)@F@-<D{@,؅@-=Q;@,B0;@,|W­?333334 7hE^","@FEAǕؼE@ JGF?333333@F@-ˤ@3@-K@-%x@-G@,h@p}&D2^:x@MA[~+@ rF?kP{@Y@F@9r@9.h4@9b(<~@8SG,@8MS1?У +=pMZs + E@;zAh5@@C{F?У +=p@F@8K$@6z@7J2@5J:g @45L?zG|?طpPElfc@A]A+%A@ک"wF?zG{@F@8"'}8fo@5t@7%w @4㶔r@3sk@ S){ DȄ"Q@$/@AVҁED@!JF?y2@Y@F@8n:f@85\m@8Ω.K@8yz@8i,f L"?Gz?&oVpFXT?? ybِE5ZÌ@ L۬AY2@F?'+Z!@F@/>b@/_ @0a=@.*n@.L? +=p {Z˞FXT? +=p?MMbBEUmRԨ@[> lY%A1K.@^f}YF? +=p@F@3rS@2>X\@3Ks@1T@0V?333333?J#u*E̸4@ Aڟ\6X@ 'F?333333@F@.+en͔L@-ե0 @.Vuwؚ@- n@-0#z#c?Q8[D{:@,SU^uA.7@YeF?Q@F@:IK@7NF@9|[KW@6F@5"L? +=p FXT?Q?(]̀EW)@?`AȁH@vpIF?1jWW@F@,͗R@++X @, w@+oQ@+Ull@ffffff  D`@a|.A_V)@ >F?2^@Y@F@8VI!@8Lҷ@9jSs@8[@8yL?Gz?< +hFXT?ffffff?ZKAE>|~@&ӻ:A˴z>@ǪE;F?ffffff@F@.Nz @.qs"@/ n#b@.qXb@-^?333333{E8\|@ n݇(Aln@wF?333333@F@78=@4m') @6 ̒@3 8@2DnɅ?ffffff? `E>|~@&ӻ:A˴z>@ǪE;F?ffffff@F@.Nz @.qs"@/ n#b@.qXb@-^@̿Ry*FIIgq@ȍ&AOz-^@ 輷iF@"3@F@""bwTy@#F'F@"٧7@#^1S @#F6R`?333333?یNN' EBD@ʴ-mA[1؈@!:F?333333@F@4{ @3A@4Q]{@2| +@1_G?̿Œ3 E(W(@wtW0DAWr@dF?@F@6m@4n(@5+V@3RE@2ݓ@ffffff?ko tDQ@zA_'P>@ CQB?F?ڐ@Y@F@8@8m"@9g@s@8N`w@8y[.j@fffffgrFE WF@ɺmȽHA׿@&ZF@ OB@F@&[ +,Т@'qMt@'k3u@'uL@'k?ffffff֖z3 EU*ُK^@N7A( S@F?S@F@.+o U@.tao/@/h}C@.fy@-!UfA@?iBE(V"@c@.fT@-^4FPS~@- +)麼??x`ʣFXT?333334- EC 3_@3AZT@C `F?333333@F@4p@3IZ#@4^]@2yQw@1GP??+rEp +@șaSAi,f@GF@@F@)0t&@*Vo4T@*,}5,s@*h&Qga@*z;??/>QE\D^ U@B?Q5A;t!@wWF?@F@2]{ˎ@13@2Uӑ_,@1/<.@0@j?fffffg?]@PERނ`B@ AU@H|dF?ffffff@F@-@,h{@,0@,BJg*@,~0 'u??Rk! E5ZÌ@C1 Aħf,o@ٳ8F?@F@/DBC|@/_O@0e@.z@.R4p_e?p +=p?2kEّo@ŜiAX1@[SF?p +=q@F@)7J@*bD<@*IH=@*m@*@S @?PEڳ @љǿA,@Ⱥ-XF@4 @F@%;u@'9.1@&MĪ@'\RcX@'&Bz1?(\*?U}kEE~O@`0AG E@YF?(\)@F@@$2w_@$}Nl@$\Y[??⳶vE|e@_¬4:aA"I3@BF?@F@0$f;@/礄-@0[qA@/b4O@"@.q? +=p ?dFXT@TLY9}D"E@bSb3 A\$Rm,@ jzg8F?-`@Y@F@9ψ@9j(@:bL@9A`@8B‹"@Q?&JE5@˯Ih1AϢt?ha@?\F@Q@F@'|@)'@(䙰T@)6d,K@)oժ+?ffffff? +P5 +EwC`@{WqA1ʔ@UF?ffffff@F@,~L^@,@:@,lj@,2 @,n= ?fffffg? Eq@ 1A~^@lz+F?Or.~@F@+_@+L84/@+7n-@+@c@+j(R}@?ScD/i@@N)AUwU@!/9(׫F?X' @Y@F@9Qձ@9Y)@9t?d@9'P3\@85?ᙙ?w3`E9MU@"fAg +b@-jjF?ᙜX@F@5X԰WJ@3p1d@4g6t@2D @24Ү?FFWA@:&B!-N.?CF?Z@F@'+ +귌@# 5E@%F @!s(@ p*A~@ + +=p?橭sɜLEG@̟+S@Wڳ7A?BM@)ի|F?Х@F@0Gj@0 + @1!OG@0H|Ͷ>@/vzd?333334?tME&בy@w.XU@,YT9@+ :@+c8@?WLREONf@$!Aʩv^N}@*fYF@@F@)d@*`@*9׻@*q,a@*e8K??୻8EtQ9 @@BAT&@` F?@F@0 Ԋ@0O)W@0R@0hI@/Q!?ffffffA2E +E?@/U߈A9m&@ErF?ffffff@F@+ +/@+6@ƍ>uxAOׅ@cF@iH@F@%+@%㿉\@%R@%y}KW@%瘁?QRYM3EX@9AK@E^F?QR@F@9}vl@6 ltĺ@8_YP׋@5e^,@4>?333333?C"E -uL@y:Aa7@f0KYF?wpy@Y@F@5e14g@6e(<4@6RuN@6d*&@6|31\?陙?͊EY%z@]XvA‹[@k +:F?陙@F@3aҡ@1o!@20ʦ@1e@0KO?333334!EC!!r@F%(AaQ{.@1]!F? lY%A1K.@^f}YF? +=p@F@3rS@2>X\@3Ks@1T@0V@ ?ϱD) @wFpAW9+S@! f̐F?S&@Y@F@92?@9_IE?@9}0@9)/蛊r@8GUt?QisSE1pIzg@>&Au@灺F?Q@F@8M56B@5$CF@6sт@41xy@2%?333334ېKȸE&בy@t.A@F?7@F@8IJ+"K@5cC^a@7IV@5 @3v?zG|?Iw(Elfc@A]A+%A@ک"wF?zG{@F@8"'}8fo@5t@7%w @4㶔r@3sk?ffffff? PE>|~@&ӻ:A˴z>@ǪE;F?ffffff@F@.Nz @.qs"@/ n#b@.qXb@-^?333334?amEA[$@& ;IAYoBG@yF?333333@F@.taΙ@.!q\!@.LO@-]} -@-hp@IGvJD! /@ç'lAV'lOaU@!$}_mF?Ms@Y@F@8 d{ +@8ޑ@8¦v9@8}a.<@8i>?(\)?A6FXT@ &, +Dx&@iTA^{a@ \#yF?˧2P]@Y@F@9S@9Gl@9ȸ'@9R =_@8J ?@9mFXT@ 333333|fx#EJY&f@c HVxA㺴ڜ_@jtF@4m8@F@$yӆ6j@%x]I@%@)jJ@%}E]@%({p@? DFS@K t(EAVG7@!WF?jOv`@Y@F@9,h@9]E3p@9 J/@9(q6@85@?cDyi@Wq(9A`!@ pH F?^ s@Y@F@8= L@8@9"}@8>@8CY@?XEGpl@ʵ @)zHYP@)?GzHIFXT?333333?,PEOKgb@ʍ?A=\;@8%F?333333@F@.Ɗ@.2}H@.ۿ3;@-EI@-uw_M?zGC 4Er$@P~Aġ1a@VF?zG@F@0t,`@0qq@1sæ@0M +c @/R]?GzFXT?GzX2FXT@?坉yEONf@$!Aʩv^N}@*fYF@@F@)d@*`@*9׻@*q,a@*e8K?ͿEdEb@qÄn @8F?@F@,޲@,*B]@,~<@,v]@+>Z@oЌ^D;;@MAA\J@ &[oF?hr Ĝ@Y@F@9-b>9@97M H@9ֲ@8`'<@8$;-@}ˑD;2p_@s>LAV2@!ުSF? 0j+@Y@F@8,= @8Y@8ܜ>@8C@8s*?ffffff?'~E t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$?(\*.i9!D୍_J5@IDAtAӂc@"#~F?(\)@F@|Dhu@"AZS4g@ mF?걅H@Y@F@81@9$:@9r9@8[} @8s*?333333?^+,XEa@(ѨA*@F?333333@F@2? @1w{B@2V˴@1N;(@0dK ?fffffgl:ŸsEdY«@ӸS6AYZ/@yåF?g8}H@F@7@5|+FEI@6y{)^@4=M@3)?Q?y[E#.}@YIlAMYE@"F?Q@F@8qm̶*@5A@7o8~@5&Vګf@4S?Q(=H0FXT?ffffffpE t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$?̿V-TBE I@1nmAC )@ؒF?@F@/} z@/#-k@/@.Nr@.!teW@?%ҐEE@aDAXIH@PO<>F@ |z@F@'pw@'"@'n/A@'>vv&@'E ?Ϳ ^FXT?ֶ2_Ek[;&X@#AΎZK@<'F?5_@F@+z2@+!'&@+'eN@+?5@+FW@D8s0HT@oA[y5@ F$aF?qxB0@Y@F@9Bv@9.3d@9_Z@8]O@8=Ce@ |-Dj9j@PQAWMF@!P1F??@Y@F@7 +Z@8dĉ@8v@8JS @8:&S?Q FXT?zG|?%ND*'j@^AScUt@xyF?zG{@F@:(:7@7Tf@8㢪@6wl0e@5@3r(? +=p :FXT?? a Eug6c@)C0AɜW@|/F?@F@*E@+.@*cvQ@+4S@+.K?333334͕E^","@FEAǕؼE@ JGF?333333@F@-ˤ@3@-K@-%x@-G@,h?׮zG?ssFXT?3333333dE--a@@ЀMmOApƗ +@@xEoF?< +(x@Y@F@3uQ@4"0@4ŭ+ p@4@4?QR?k<3 EJPh}y@+m$AxЮ@̰F?QR@F@7 +@5BN{{ @65a@4z֘@3y4|m-@ͿꀄGHDH&@%Aa +ۇ|@!-F? Eb@Y@F@8X@8ɬp;Ls@92$ @8>@8Eུ? +=p +?WbENG9`@:AԶr@D{F? +=p +@F@4ȡ6@2_@4}@2 XA@1CYլG@ffffff{.tE9-j@zŊrwnA +.@jF@ wi@F@'Ac}Q@(^;9@($]@(ueq)@($_?7?Q-,EC @As{@WF?Q@F@5W C2@3z@4 @2>E#@1~(%)@ [$ixD6@ionA_ã@ FݥF?ud0+@Y@F@9jќ{@9R@9C(@9 +5t@8iy:?Q?ㆣ\Dd@NA4@6"=F?Q@F@?59q@:5&a6@@8k@9Kɀ`@8rpM@8w4Ċ??jϦ EUK@K+ZA"z]@3'xF?W@F@,,Zu@, +H*Yli@,&,t +W@,@+9s?QR\*EJPh}y@+m$AxЮ@̰F?QR@F@7 +@5BN{{ @65a@4z֘@3y4|m-@?)tDo@N@^™1[Aamcy֫ @bΓF?_o@Y@F@8UQDw@8a(f@8۴R@8JEv@8f`?ffffff?Ң{8Es.@åqК1ANsJ@7tTokF?j~"@F@+_k @+=>@+V"@+=n@+Ȗhl?ᙙ?~DE/Il@u؂A.:@OF?ᙙ@F@8To@5W) 4@7&S@4_|(@2{U?333334 )FXT?(\)?z#:7FXT??@Eq׿`@a&A@F?@F@0Hy@0z^W{@1ձQ@0/lw#x@/^rb@ ?jD) @wFpAW9+S@! f̐F?S&@Y@F@92?@9_IE?@9}0@9)/蛊r@8GUt?Q? K EQݥ2@þAշ>@x!v+F?Q@F@+::@+^,@+F@+Fw@+1&?Q@9mFXT?QR?'Ek6@J=WAĕYv@NF?QR@F@/ +o:@/x @0#F@/ `@.i\@nEq@źŠAՠrob@ZcGF@gA@F@&3u@'o]@'L,YL@'zek@' y5?̿崒.E I@1nmAC )@ؒF?@F@/} z@/#-k@/@.Nr@.!teW?zG|ItݽElfc@A]A+%A@ک"wF?zG{@F@8"'}8fo@5t@7%w @4㶔r@3sk@ ?䴃 D Y@U0 AYx@ Z MF?\$_[@Y@F@8@9 dpI@9y7ON@8`@8D? +=p +@9mFXT?\(?wj`E )t# @P%nqANQ'@[7sSF?\(@F@7{@5-kh*@6,\Wl@4g@(r@3h.j;-?QR?GPE2_@0Aߜ@Q=ƻF?QR@F@5L@464@55;m#@3[$@22.?QR?6LFXT?ᙙ?N.AE9MU@"fAg?8@-oi;IF?ᙙ@F@5X0@@3sĘ(@4kT@2GY5@24O? +=p?ڌEEo'f@f@_A.('ė@qF? +=p@F@/qg@/68!@/G@.Ȕ`@..zI5S?|E~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<?Q@9mFXT?̿)AYE I@1nmAC )@ؒF?@F@/} z@/#-k@/@.Nr@.!teW@333334? + E~[V@{H$ARc@,F@ +累q!@F@&IB5B@&_@&*J@&Y@&.a?陙?u3J0EY%z@]XvA‹[@k +:F?陙@F@3aҡ@1o!@20ʦ@1e@0KO?Q?`oE1pIzg@>&Au@灺F?Q@F@8M56B@5$CF@6sт@41xy@2%?ffffff頗SEJcu@ cAX^@IJF?ffffff@F@5"ĹZ@3 {C@4S{>*o@2S@1i}?GzJKNE$ <ΝE@hA?6@HB F?Gz@F@7"5j@4oD}0Y@6EIp@4*k^@33OV?ٙ? 6tE![Ɗ@vJF~AOkb@U:W/F?ٙ@F@7a;@5Sr +@6{Ym&R@4To0Β@3W8?\(ÿnl^oD\+E@+A <,@eJa6zF?\(@F@9S +@7$D@8@6I]X@5Jn +?ffffff?X D"@sn AaC'3@]NF?M@Y@F@7~ #<@820m@8yK~2@8oQ\@7(7??륢`FGJ3[@KB"B@u[?<~F?@F@'#@"P:6@%l+@!Ժ+h@ Ay[s@?h;!yF +dPE@ҏY'A}QmX@E9eF@V}@F@$Z+)2'@&?hOu@%MS9@&A޳4@&EH@ ?1_xEp@BAՎ'"@e˭9F@ (o~@F@&)tC@'}_83@'8 t¢@'IT@'`r'?\(ÿ{zD\+E@+A <,@eJa6zF?\(@F@9S +@7$D@8@6I]X@5Jn +?QR? "EO @@EOAʓYZ@ɦ bF?QR@F@+nrŷ@+h@9C@+tig5@+h,@+i;0f@ CQB?F?ڐ@Y@F@8@8m"@9g@s@8N`w@8y[.j?yХF=oå@ؚE3AM @ N)7F?#x @F@#}`@&w@%ԢUb,@&GJ )@&>Z4?Gz?ƺ lE@ @.)Aon/ @&(F?t[o@F@*?@*jHc@*n@*X[*@*͝YRQ?4PY E7ަ@!,Al]AV@VS_ F?׊\$_@Y@F@3a;@4͹@4 @4שE@4`Q`h?333333?:E -uL@y:Aa7@f0KYF?wpy@Y@F@5e14g@6e(<4@6RuN@6d*&@6|31\?GzH?hE=FCbW@AŐ_ +@ +woF?GzH@F@/=$;]@.s\u@/Q:6@.v)l@-@?BĦDMs|h@fJAG y@"7L5qWF?eәo@Y@F@8&@9@9Z_Q@9sȼ@9s:8L@ + +=p?24h,EG@̟Ef1:|r @x^A&@&AJF? oTK@F@1Q=-T@0'@1P3@Y@F@9aL@9NZ x@9)b(Z@9@8!@2# Efz@؝A$m@tfF?f'|@F@1]X^@0bb#v@1-:8@0 >k9@0@(@ ?EhEf5@i"OAج3@^Z^MF@5@F@$B,x:l@%'@$D@%7[0j@%](?333333"F$u|@G_.FB$P?t9fF?mqbb@F@#%˛@ P\@"YƷB@m=@{c?p +=p?&FXT? +=p +@9mFXT?풷6E:@͉5Ad-A@ԐxF?~@F@,^*R2_@,%@,J嵟@+&\@@+E@`wq!oD<:U@FKkAX?V%@ s DF?>(@Y@F@81w@8EĚ@8S`%@8u&tV@8es{@?O\F7c$@Q?6A< >w@(mF@p3@F@"@$Z@$0{@$E4@%恭@??L$Dyi@Wq(9A`!@ pH F?^ s@Y@F@8= L@8@9"}@8>@8CY@Q?PZf: E΄w@CAos-@۩rF@ @F@( +@)x@)@)+ƕ +@)Edu@?^tKfE~TG$@VAq*:#@>J2F@@F@*oץk@*Q>@*m +@*˦:@*fh?zG˱'FXT@ ?#d@DȇuoS@jT}TAXf-@ GѻF?F4@Y@F@8& @8s@8ʑP @8t;̑v@8WI"i??QccE9c]@+A@@5Kv1ZF?@F@+{M]@+b +r@+U >k@+kJb(@+6@?>EskZe@9[A7#@H +uF@zN{@F@'_/m@'mɾ3@' A@'^cW@'D@ ?5ND 2T@p[PAX @ 嘹F?k @Y@F@8Z0@9l<@9l,R@8Vf4X@8DȢ?GzHyqFXT?ffffff+@FEMq@5~*2hA̕=@dF?XOLn@F@0@1,^~^@0DW@1Esr@1BG@?i`FCk@ѓZvAׄZϓ@P3F@S@F@$R1@&Ww!U@&8L%@@&7uH @'fS@?}1dF7c$@Q?6A< >w@(mF@p3@F@"@$Z@$0{@$E4@%恭??˷N- EUK@a/AǰQr@r,F?ppuC@F@,,@, x=@,'|@, G#@,&,?QR}>EX@9AK@E^F?QR@F@9}vl@6 ltĺ@8_YP׋@5e^,@4>@2[c#Dđ*l@} lY%A1K.@^f}YF? +=p@F@3rS@2>X\@3Ks@1T@0V@,`PDς@v5 Aa;[@q(yF??@Y@F@9鎧@93@: tl@9,τQ@89?p +=p?N,CTFXT??rEý0@i=gAӿ.2@3F?@F@)sP@)sxp$@).*u@)߷w?@)q?\(@9mFXT@ +ffffffJEF7@Mf;A7c@D_F@ wJ4@F@$C9d+@%hPNU@%)@@%}'@%iv?ٙ4Q/#E!D@s?†4Abnq@^OF?٣@F@7a(Ӱ,@5˙?h@6{ [f@4SY@3W ^??@Eý@#UF(A֝Aɸ@\,zF@FQ@F@)oXQc@)P(]@)_01gv@)KSǵ@)A!?5hE:@Ԝ/Am`7l5@I*=F?o~=@Y@F@3@Z@4mb@4(@@4$?m&@4j?333333A %׀E nE,@ɅAa&1'4@tF?,QI@Y@F@5e~+>@6e _.@6RG,9@6dX!@6{h?fffffgPqE`@˞+A7^@%$9F?'hYT@F@-VX@,K@,=@,m@,vLI?@@׀rMSE LVVp@),ϙqA/3[@4XVF?1j@F@8Z@6/ @7a@5^x %@4Ho.?\(gPEVx)@lvAOv @bF?\(@F@3WE@2#TtL@3)V@1# @0וE?3333335$DE8\|@ n݇(Aln@wF?333333@F@78=@4m') @6 ̒@3 8@2DnɅ?zG|?/FXT@?^EHT|@epȂAR-ZV@YhF@@F@'QW@@(}K@(b@(È{Z@) `?GzijE$ <ΝE@hA?6@HB F?Gz@F@7"5j@4oD}0Y@6EIp@4*k^@33OV?Qlӛ Ep"ِ@͗EAPb/@{jF?Q@F@1=@0yy@1P<@0F56@/OC?Ϳ»&üEb@qÄn @8F?@F@,޲@,*B]@,~<@,v]@+>Z?̿Զ..*EE"\9@Ĭ?AK>@"{0;GF@Lma,j@F@*-\c@*K@* dB@*sg@*R(? +=p (=pFXT@?yP4 FCk@k ytVA&@NaF@wk@F@$[@&<% @&,h@&F1@& @?N!(dFK(@RfA;uh@0cF@6dw@F@#^49@$8Mw@$6`@%I@%npӑS?Q?՝PE2:>+@Ɩ v2AɀTd@*DF?Q@F@*A@*zb@*=5@*5Sm@*,<9K?333334ű}Do@gAomA@F?333333@F@:ubY@7D@91M@6Sm@5me@&bDso@#WA^^::D@ V\BEi‰@ؠAS1@R!F@ -@F@%J,c@&@&Wf@&E@'mⶃ??mF(E LVVp@*ؠdA Έ@2~;F?@F@8ďf@6/m@7T +x@5^v @4H @?(\)?~po@ 4lF?@Y@F@8-J~/@84:Y@8Ԝ-&@8v=p@8V$Sc?fffffgF"FXT?Ϳdzo?E6@xG^ABi`@ěF?*") @F@/j9@/1b<@0؉@.c@-̧i?333333?wYrEBD@ʴ-mA[1؈@!:F?333333@F@4{ @3A@4Q]{@2| +@1_G?zG|ΐpElfc@A]A+%A@ک"wF?zG{@F@8"'}8fo@5t@7%w @4㶔r@3sk@?wUxEONf@ǮyAˑ11@*^F@TCN@F@)\N@*Kln@*&ñ@*\3>!@*?333334\EC'p=L@]"NA{6@LF?5LF@F@4YD@3Y#@4[nJ5d@2xz$x@1nj/?zG|?چ *E9O֑@|AdRY@O):F?zG{@F@-1 4@-&@-夡˜@-E8k"@,,1?ffffff?.6eD"@sn AaC'3@]NF?M@Y@F@7~ #<@820m@8yK~2@8oQ\@7(7?zG|ץ E/ @ +C;UA@򗋍@U9wEF?r\=x@F@-# @,$#q@-7*Cm@,[{@,QDtt?̿y%o`Eq׿`@a&A@F?@F@0Hy@0z^W{@1ձQ@0/lw#x@/^rb?(\)oЌ^E̚GA@#FA˱ +r6@ߒ$]F?!u6@F@-F"gW@,wR@-qJm@,%\@,Qc@ IMuD)@VVSAX&Gy@ |YF?P1;@Y@F@84aHʟ@8j@8Z}@8M@@8^d>~?fffffg'EaBz0@Ō !GA@7:F?Xv[@F@+_K@+z c/@+"Fp@+OfBk@+Y?Gz?оSE`TQ@0EOA$V@sF?Gz@F@2LIrt<@1s@2q| @1No @0t6?O@ Do@&A^ģr@ ]kF?ҝ%@Y@F@9R0b@9G=&@9Gaq@9a@8?׮zG?)FXT?zG?HQpEr$@P~Aġ1a@VF?zG@F@0t,`@0qq@1sæ@0M +c @/R]??WPFGJ3[@KB"B@u[?<~F?@F@'#@"P:6@%l+@!Ժ+h@ Ay[s?GzH? aPFXT@?$DŖ(@}D_AY.|@ eEF?$ xF@Y@F@8\qu@9!n@9{ېGyZ@8t@8H??MPE{z{Z@.JAÓZ0@ 6hF?Ƭ![@F@05AB@/;{K@0l@/|8e@.μi[?GzH?OEIj)@.NAط@uX ƮF?GzH@F@/ +%Qt@/2e}!@/ *@.woo@.1t[ˑ@ +=p ?x2zE^ř@):A;Wj@^LF@-/@F@& Y(@'!d@&-ֵ@@'5e{1@'fPD@dmDƺM +@H̓DxAW6\%@ ЈG.F?G#ρ@Y@F@84判@82]/@8@8m}@8h؃?s+UxNE#PȺ%c@tDDARhٕ@.F?@F@:h%9@6N@8|@5u@3ciz&T?\(ÿYYNޱD\+E@+A <,@eJa6zF?\(@F@9S +@7$D@8@6I]X@5Jn +@ +< 2$F:u@ˏ k6(AIm@jכ!F@֒J@F@""@$f1@#6@$Ҫ@$Ns\x@?n}'RDhu@"AZS4g@ mF?걅H@Y@F@81@9$:@9r9@8[} @8s*? +=p 0b̤FXT?QR?[pEO @@EOAʓYZ@ɦ bF?QR@F@+nrŷ@+h@9C@+tig5@+h,@+i;0fIAYl @9@8CY?\([?ក EqS2 @AĆc"Fg@djUF?\(\@F@1]_@0@1%4+@0)ĮE@/hbrrf@q_.D*r@@l?~tAYGtc@ F?H˒:@Y@F@8vi@8 S@9r@8R @8zv?QR?Vy3EO @@jyAS]@2F?Ă{o@F@+n d P@+e&o&@+r+sܪ@+d@s@+d\G,/@?GQ&E(V"@mA^Qb@ W@uF?Б}kf@Y@F@87@8 W@9Z!5@8XW@8xGp +*9@̿Ƕ Eɟx@ƃЊAЈלd9@WA1[&F@:`V. +@F@)#P@)Y@)@)mr@)߿@ ?QR?  ] EJPh}y@+m$AxЮ@̰F?QR@F@7 +@5BN{{ @65a@4z֘@3y4|m-??eΰEtQ9 @@BAT&@` F?@F@0 Ԋ@0O)W@0R@0hI@/Q!??م14%Eb@qÄn @8F?@F@,޲@,*B]@,~<@,v]@+>Z? +=p@9mFXT@; E53@; HAHdWd@9F@m2i@F@)wTF@*x6ߪU@*`Ƕq@*/F@*ks@K1Dfawo@ccYFAV}P@! F?`kz]@Y@F@8E3@8BH@8\}O@8e@8|yVWc? +=p diFXT??ŝ9NRPFXT@?AdDe@ǢF}]AFgh@"ІR@F?m\@Y@F@8‹r̡@9]}\@9(}v@9wdu@9x7 @??TFE{z{Z@;UGA~kFS@XBF?@F@04^򹽻@/ͦq@0l(~aM@/},R(W@.BIc?\(?2EGΰQ@_!Aګ +Wm@"F?\(@F@5R@3J#~@4%1P@2צ3J@1V@-D1M.@$.A[9q@ },F?jF4@Y@F@9 :@9.mVo@9k=@8P@8O#?zG|?ԟ`vE9O֑@ d.AP-B@F/F?QL@F@-c@-<З@@-Ha@-Esi@,bG?^HYEQF@/u Ab(@=8ɟkF@wY@F@+@+2ka@+.b@+8=~@+G??񙙙?h̠Eᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu@ OyLpDc+@kl4WAWSk@! +'F?Cf@Y@F@8IH@8p2^@8|@8oQ)Ž@8Y}ӏ@\(?EЯ ()@ %# An*@m}BF@\(@F@(^$x@(Ť@(vȦp@(w{@(Ի"?333333ޡQ5E+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ? +=p +ЗE$L(.@yD>A_ + }@ZnF?43@F@.Ӹ 5@-T{.@.17M w@-eAU@-ޥ?Gz?hFXT?=p +=?K#CE[Y@C)AR`@& F?=p +=@F@.$ @.Z^Č@.Pvi@.Dz[@-34e@zGnGʀE]@ʫɡƨAC@2F@ίSA@F@&Ve?v@'e=@'-PNJ@'{zgU@'+!@??f#DFS@K t(EAVG7@!WF?jOv`@Y@F@9,h@9]E3p@9 J/@9(q6@85?wNM;EHg@CQA@ebNF?@F@*QsU@*A-~p@*#>g @*@){~x@ffffffԢE-P1@˧!BAҬ ʏJ@cF@ +e?@F@'F繋@(gſu@(,7_@(=8@(?ffffff?7((D"@sn AaC'3@]NF?M@Y@F@7~ #<@820m@8yK~2@8oQ\@7(7?GzH@9mFXT? +=p?ά0}tEo'f@f@_A.('ė@qF? +=p@F@/qg@/68!@/G@.Ȕ`@..zI5S?\(ÿ IEGΰQ@_!Aګ +Wm@U0 F?FVf@F@5Di@3J @4ڰv~@2L F@1A(?\(?THfPE}@pDžXA#@ӮF?\(@F@,axDW@,#"Sľ@,N8ΐ@,o@,(?ٙo҃pz1@9@<.mxi} @8%9@4E I?333334,t;֖Do@gAomA@F?333333@F@:ubY@7D@91M@6Sm@5me?Q?B`Eh!Ч@AHMS@*BF?Q@F@1Ӝ`F+@0z@1T&@0!@0 +٬?\(ÿ:oנTE-@AwAf4:@Αg:MF?\(@F@7Vws@5h=T@6#6@4~[@3Mяz{?333334ہE+lXFXT?zGC FXT@?9rjD< 68@)jA]]@ nBkF? +(w@Y@F@8ȜzuA@8e@9K؝s@8Xᚮn@8wۛ@ ¨.D%w@%xAX9JBqj@ {F?ߏG0@Y@F@8 3) @8@8;]\@8j S@8P^ ?=p +=?ԣȾ0hE{]@DXIA՜#@KC{F?IwBV@F@*!R@*Ʉ@* #5@* @* ^di@ :ʡDɹ?J@೭ʈBAW;V@ ' mF?VD@Y@F@8t]@8TP@8FP*@8pl*>@8V?? +=p +O!?=ENG9`@:AԶr@D{F? +=p +@F@4ȡ6@2_@4}@2 XA@1CYլG?GzH?a[RY FXT?zGscuFXT?ffffff?ʫ6D(=m@H[|]?AaC@ Xi5F?İ@Y@F@7FCsq@88 Uav@8-@8 C>@7񸕪?əmQEE,@YeUA:+=@8{F?əkt @F@9R4@6Peq@897@5a>V@4@C:~Eʛ@ɟXAᶇ)@pEoF@ @l@F@$@%M;L@%&C@8̸@8'@bl~7Fg,F@ϽvAC@n*F@[ @F@"Rw̃@#k1L@#UJ@#F +N@$7KI#?333334۪챈E(?@qAO_@zCYzF?Ήen@F@.o]1>h@.@.@@-ө@-[3?Ǧѣ)7Eؚ3@ccŢ AȥY/@( f F?= R@F@,*Gl@+2z@,!_ @+ @+ceE@ ?6SD Bk @ۂAYBX@ B_fF?_Ft@Y@F@8z4@9 XU@9x@8 T=@8,?ᙙ>E: # @(W!A]٘@)pDF?iw@F@5QL;'@3$qI@4T|@2nAa +@2/kײ@Ž\E\D@rWTrA\lK!@bɱF@Ls%@F@'9@'v@'n8v@'ϸ@'^ദ@?Tl0PDT+H]V@a A`Hl@ * 2CF?}At>@Y@F@9Rkz@9轜3@9yJr@8ym!@8{\Ʉ +?QR]pEJPh}y@+m$AxЮ@̰F?QR@F@7 +@5BN{{ @65a@4z֘@3y4|m-@]Z7HE%@Ɔ4:y>A7O @<]*o@2S@1i}@?3E~z@*ZUAɵTy@?TxF@[o@F@*"a@*ؼ!@*ЃY@*\r@*ԪO?fffffgu`xET ̮bT@ȨǀAU,Q@,BF?y߃@F@3l@2!|@2?@@16}|C+@15X؄h??݊- E /1O@ń4/m 3A IAYl @9-9AWU^@ 6F?~=@Y@F@8Ap2@8fKZ@8@8Z]@8qpE/6@o UE菏>@X)clAhS<@MJ7F@ &)(@F@&2@&PBF@&qWg@&?Q@&k@?PGlFt@єLA׀h3@QPF@@F@$q@&j#@&8Ǟ@&Âb{4@'3d@ ? 冲E̻+@ՁAj@j-mBF@ @F@&?]U@'ZEs@'Y96g@'IT@(O?陙?ꝓxEb*8@*A7@Y F?陙@F@1XzIr@14[lP @1<@0# B|o@0^+A[?ffffff wvEcF=@Q6PkAֈ=NZ@ǘF?X@F@)Z&U@)FLݽ@)NW@)C]t@)<( s@ ,mF!(@˅xvn ASV@3&}F@D(M@F@#q@% niN@$Z +@%!Q ^^@%W??)dE Qb8@(>;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`?Q?i\BEC @As{@WF?Q@F@5W C2@3z@4 @2>E#@1~(%)?QRlU`UoEJPh}y@+m$AxЮ@̰F?QR@F@7 +@5BN{{ @65a@4z֘@3y4|m-@?GEڳ @ћQA'2W>@9KF@@F@%n@':_U@&)%"@'\@'9?\(ÿpD\+E@+A <,@eJa6zF?\(@F@9S +@7$D@8@6I]X@5Jn +?Q@9mFXT@ ['D +@t%ɞA`d- @ ylF?S;w@Y@F@9#V@9pQW @9?~@9 Flr@8]8?Gz?a6E`TQ@0EOA$V@sF?Gz@F@2LIrt<@1s@2q| @1No @0t6?O@}'$D*ZI@4$6AYL@ Ǿ3F?/l5@Y@F@82w@8l@8@8uz?P@8RSg@ ?>Dպh@xlA[2%@ &يF?{0@Y@F@9 KBٷ#@9*|@9̧z@8U@8]*??lE$Xl]g@ø=x&AP@iN>F@1rh@F@'M $@'i7i@'FZ!@'V/j@(Y@? W=8Dhu@"AZS4g@ mF?걅H@Y@F@81@9$:@9r9@8[} @8s*?p +=p?}ۚFXT@ ?Fz?$Ds#@#G`LAY0@ w#F?Pܜ@Y@F@8MOpC@9-@9r-|@8%ʜ@8y@?-_D\DFS@K t(EAVG7@!WF?jOv`@Y@F@9,h@9]E3p@9 J/@9(q6@85?333333<{LE2xI@:A虑l@VMF@ Y[@F@'%w@'[3z@' +Yw@'(e8@'ҫa@?\EGI*e @}ƸUAٚm@8H *F@8c9z@F@(l\@)ОR@)lG@)ze @)e k@ffffff? D~E/aƉ@H\*AEb@ޒO"[F@ G0@:@F@%5~jW@%o+@%A @%zнd@&DWϥ?zG|?͢@E@'3ǿqA:x`@Ʈq8F?zG{@F@-%d;@,?<\@- @,֨?@,u "@fffffg?I[ E,Y&@-lA;-j@w pF@Vv @F@' (R@(8zƻ#@'8@(Pv@(93@%DťB[|@$AX 5@ ^}@<{F?2^@Y@F@8EiN@8+@87@8{&j@8fg @*@){~x@ Rۚ DeY|@JއA_k[@ :TF?l-@Y@F@9x"dc5@9XaR@9ٚ@9$?@8ؘ.?ə@&DpEE,@YeUA9Μ@8}@F?əHo@F@9Rzvd1@6 @89\h>@5e>pNM@4)c?GzAE$ <ΝE@hA?6@HB F?Gz@F@7"5j@4oD}0Y@6EIp@4*k^@33OV@?t!uvDhʗ@B@8wJ?(\*܇9NQEE~O@`0AG E@YF?(\)@F@+S@c|vArI@+N GF?@F@0Q1@0G'6@1!,(}@0Ha@/t@2i@Ei@ƈ(ߧA,n@<&F@ա@F@* +gw3@*z@*z~ை@*qE@* ??2E4Y@wZAȭ)/@1ρF?@F@,jw`=@,,N>V0@,W"nf@,!@, 箬@ ?V*WD}[x@RpA]G @ q*BF?m5@9%80@8X$@8a??4E9c]@+A@@5Kv1ZF?@F@+{M]@+b +r@+U >k@+kJb(@+6@ +=p ?i6Ei‰@/'΃A/ @^RYϣF@ +=p +@F@&"1@'"hB@&8~ͭ@'6+@'gi8?Gzd PFXT?ffffff?/_D(=m@H[|]?AaC@ Xi5F?İ@Y@F@7FCsq@88 Uav@8-@8 C>@7񸕪?Gz.](FXT?333333-&nOE( ši@(,)AoM +@F?d2m@Y@F@4@5 @4 49@5ϻ@5(Š?zG|?XHE@ &@.sA7HU7@F?zG{@F@6Rd(@3Ң ո@5Pcd@3=@1oP?ffffff?):ݧ@E +E?@/U߈A9m&@ErF?ffffff@F@+ +/@+@)zHYP@)?񙙙?У2Eᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu@"hD=t@!qA[~9/N@ }F?w1@Y@F@9@9.Q8_@9 +/@8R@8(k\?333334?Ճ EB7̤@F@A4x@.^F?gUz@F@-Y8c@-o1@. X@-H8=a@,dʛ?ᙙZ!Kz,E: +=@)~]CA]@([F?a@F@5Qjo[@32@4 P@2-Ϭ۝@2/Zj?(\*?>^LmEtĤ@$HA 0,@"ЫF?(\)@F@9 F@6v@7BRdr@5N /@4?ffffff˞ L6E t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$?GzH7r@FXT?GzH?-FXT@)cI@ Dƨk5@k#*AVA$I@!/`\F?H@Y@F@84;z@8k'@8縈@8NK@8v E H?\(ÿD\+E@+A <,@eJa6zF?\(@F@9S +@7$D@8@6I]X@5Jn +@ + Dlߍ@QכgA`xA@ 3F?[-M@$@Y@F@9 Z@9w 8#@:/ˆ@9$R@8t킩?333333QTE+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ?333334Μ ZEIq)h@8A%(@D_YF? DsW@F@.t_,W@.(2(@.ɒ.K@-<'X7@-M??у E9c]@P>A@J;@8ZZ(F?$h"@F@+{n@+]\@+QoVR@+fP7@+yGP?ffffffIzaE t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$? +=p ?E/˶FXT@ffffff?$µENdj.@DxAВl@*F@ffffff@F@'F@(sgܥU@(~=m@(A?s@)e?Q?@ɄZE1pIzg@>&Au@灺F?Q@F@8M56B@5$CF@6sт@41xy@2%?333333?7;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`?޸Qn; E " E@[A*@ÊF?޸Q@F@;;0Uh@7-fO7d@9*#=@5Fi@3p_J?Q&BE1pIzg@>&Au@灺F?Q@F@8M56B@5$CF@6sт@41xy@2%?񙙙&EMC@ACwh@fPF? +h@F@.+G@.*@/<E-~@.6j+>@-*L?333333fJE@>@ҙ(AňyX#@c(F@5{8@F@*)yv@)w}@*L@)amT@)~|??sY#/(Eb@qÄn @8F?@F@,޲@,*B]@,~<@,v]@+>Z?333334?0՛Do@gAomA@F?333333@F@:ubY@7D@91M@6Sm@5me?ffffff l>E t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$?GzH@9mFXT?ffffff?ajD'2@HEjiAa@xF?3@Y@F@7Jմ@88 +kY@8ey@8 EK@7syP?񙙙?TeE;ʓH/@ +oAի@|u0@F?񙜾@F@/sJs@/{m@/ҷd@.W.t%@."$1@ '4Dϥp@FD7AV+0%y@! vBF?gM3H,@Y@F@77v;@@8n]^`@8\~m@8Sk^@8Cb3@ ?ҐrE wbt@ЊHTAB,Y@PnF@ =d@F@&qU@'T @'UóM@'Mv5@( +l?333333?+AE -uL@y:Aa7@f0KYF?wpy@Y@F@5e14g@6e(<4@6RuN@6d*&@6|31\@?c;%F@]AL?(@/YF@tlg@F@#\Be$@$22S@$<@%<Υ@%kqU?񙙙  +REᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu??X>ECw;J@44J7AD~7@*rF?@F@+uL[@+`@+󓝪^@+g5'@+_TM4??['d(E1hʑ@1;AIsJB +@9s F?>M3z@F@,U~CL@,/2@,Mf]K@,) SB@, 8?Gz?!#\pFXT@GzH?8E/V^4A@|/5A)@<)QoF@GzH@F@( @) @?V@)f"^@)Tܛ@)ǪH9@ffffff?L;@ CQB?F?ڐ@Y@F@8@8m"@9g@s@8N`w@8y[.j?GzGcE6>@'Z?hAfz@LF? tO@F@,ʇo@,Wt{@,[@,#+ ;6q@+v<(?ffffff?V~. PE t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$?Ϳ4EtQ9 @@BAT&@` F?@F@0 Ԋ@0O)W@0R@0hI@/Q!@?E{FCk@ѓZvAׄZϓ@PW!F@@F@$Qm@&Wa\@&8LDŽ@&7W@';?333333?R@E̸4@`ZA& +o@MEFF?RK.@F@.,S@-DS @.[Z唅@-| @-+M4?ffffff=(FXT??HE~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<?(\*YՐDEdETs@zAs4o@&F?(\)@F@2,S9X*p@16ٌeD@26Fq@0֪9@07̴&@ ?+=PD.:q@1AX[@ bF?{@Y@F@8?@9#f@9e=@8@8b@rozDZ#[[@"GAaΫ~@dF?9m ֶ@Y@F@8nъ@8n#!@93ɗ@8m2@8=[@?Eș*F@XPQ5lA֣ak@r2nF@@F@' +@(_9t@(:R޵@(l&@(Ϡė@333333E0E q@_)FAA$њ@h'ѶF@%=\:@F@($ $@)}n@)N@)߳q@)]6b@\(?s'lEЯ ()@9 +A6@O@lef$KF@J@F@(\V@(:@( L@(K{W{@(٪'e?333333#wF""V@uZB-=Y6? L,F?̢b@F@(Et2@"[~2@%Em@ ;E@I[ ?Gz?VTgE`TQ@0EOA$V@sF?Gz@F@2LIrt<@1s@2q| @1No @0t6?O??4V&D4@7H-Aapb @3%F?(M@Y@F@7%8@7y+p2@7wÑ@7t @7vAX @靦s>E,E;9O@n٣ARi@.gF@@td@F@)[m@)4@)$ *k@) Mg@)( +?ͿD[dE(/3@uP^AΜc(@tF?7@F@6Z@4۟F@5= w@3ED.@2|?333333?x?5^E+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ@ffffff?ŀr/DQ@zA_'P>@ CQB?F?ڐ@Y@F@8@8m"@9g@s@8N`w@8y[.j?Gz@9mFXT?ffffff?ً$EJcu@ cAX^@IJF?ffffff@F@5"ĹZ@3 {C@4S{>*o@2S@1i}?ͿIE!h@PAȣ!ڳ@9F?`(^@F@,ᩞQ@,ӫ@,Ԡ@,oP0@,GICV?=p +=%o8FXT?\(¿,AFXT@?4ӭI0E~TG$@VAq*:#@>J2F@@F@*oץk@*Q>@*m +@*˦:@*fh?ٙ?x4E![Ɗ@vJF~AOkb@U:W/F?ٙ@F@7a;@5Sr +@6{Ym&R@4To0Β@3W8@?J$~DPQb@IBAU{@!13kcFF?l7`]y@Y@F@9@9Xޭ@9/%@@9'C$`@8(?p +=p.V`FXT? +i"E\D^ U@B?Q5A;t!@wWF?@F@2]{ˎ@13@2Uӑ_,@1/<.@0@j?޸Q?BE.W +@5|LA\c"@k ]!F?޸Q@F@6Y@4VO*@5E Qp@3帧[@2ʧC?QȹaȥFXT@ ̿DFdHa@eܑAx@!F@v-@F@#eRaL@$;/9@$i@%t@%L32c?(\)?S[6'EĔ$TF?=Ć.@Y@F@8}i:@8ԍ@9k%ZT@8fE@8ygIJ?\(?EVx)@lvAOv @bF?\(@F@3WE@2#TtL@3)V@1# @0וE@ ?Q>JXDIU>g@+AYuдr@ MLF?.@Y@F@8nrb@9گ\@9u"R5@8R_3@8@?nv:Eș*F@XPQ5lA֣ak@r2nF@@F@' +@(_9t@(:R޵@(l&@(Ϡė?(\)?ɿhtFXT??܎iZEb@qÄn @8F?@F@,޲@,*B]@,~<@,v]@+>Z?zG|?| xD*'j@^AScUt@xyF?zG{@F@:(:7@7Tf@8㢪@6wl0e@5@3r(?GzHHZ FXT?ə?*":"EE,@YeUA9Μ@8{=kOF?ə@F@9RM^@6̄@89Ma@5e<@4օQ@ ?n-bFJ@m@7A]q]T@G3F@ @F@$X8@& =6@%zovo@&' Jԅ@&g&P??Q@9mFXT@Ap2!0E\D@p4Ab@bfۍœF@Q {@F@'%@' +'@'mQEk@'Hy@'wl +?zG?I!IFXT?zG|O!?=Elfc@A]A+%A@ک"wF?zG{@F@8"'}8fo@5t@7%w @4㶔r@3sk?̿<=9`E(W(@wtW0DAWr@dF?@F@6m@4n(@5+V@3RE@2ݓ@?4:!DG@@4AT@!X1_yF?uX@Y@F@9F@9Tl+ L@9Vo@9'@8 (?@9mFXT@Q?V':E@x`@EFYAg5 +@Jŷ*F@d9@F@&@a@'_ɷI@'?`@'iT@'|!3?GzH?nJ|tEIj)@.NAط@uX ƮF?GzH@F@/ +%Qt@/2e}!@/ *@.woo@.1t[ˑ?Q( 0Ep"ِ@͗EAPb/@OF?]@F@1>dގ@0S@1P]Z_@0ED@/*M?Q?  E1pIzg@>&Au@灺F?Q@F@8M56B@5$CF@6sт@41xy@2%@<D2A;@BoTA^|:ш`@ SdmF?l7`]y@Y@F@9V@9ergb@:6@9VRA@8fq?(\)QEeI@3Ao1+q@y.IF?Cg@F@-Fp @@,?@-h7x@,G@,]VZ?3333344E&@u~7A~@c'F?50@F@8H)P.@5C%/@7I#@5qt@3c?\(?πEGΰQ@_!Aګ +Wm@´ +rF?;@F@5LLϔ\@3J\@4!n5@2`kA@1}H?\(\@9mFXT@ ?WD<)x`@5m4/FA\0l@ 0:1F?I< +(@Y@F@9/2.0@98tX @9@8Zp@8:*@j|E\D@m +\ۊAlS+v@aoF@[PZ6@F@'f"f@'3=@'mps@'hH 9@'SI@?qXE$Xl]g@ ,A[ @BDyF@:x_@F@'oS@'"E9@'=>?@')jhH@'?fffffg?qEc@X"AX9⣀@Ȏc5F?ffffff@F@7v@5|)@6oUy=@4?jC@3_W@?xEX&Dyi@Wq(9A`!@ pH F?^ s@Y@F@8= L@8@9"}@8>@8CY?(\*le4`EtĤ@$HA 0,@"ЫF?(\)@F@9 F@6v@7BRdr@5N /@4@\ bE\D@wptAP;_~Q@c%F@@G@F@'V@$ޑ@'z%b@'o(9(@' lY%A1K.@^f}YF? +=p@F@3rS@2>X\@3Ks@1T@0V?陙3vjhEY%z@]XvA‹[@Fw^LF? jL@F@3cMd:@1&eg@2`=@1d2 @0;Ȏ@zG|?A٬{KpE}/F@/ .A36x<@M0PF@ ^#-+@F@%:C@&{`\=@&S gW@&+@&]M#?\(?]BE!TWP@":AݑX@E=LF?\(@F@+X@+xy@+xAl@+}cp@+)]݆? +=p XE7W@<ABݏ@5noC<F@hi@F@+f<@+E;@+c Q@+`)g @*@){~x?QR?ҲDFXT?Q "(E+@ż tOA$\@ Ri:F@ض@F@* E@*<4x}@*z0nL@*i_0@*"S/?Q@9mFXT??NFKEu D@áA@@+j@{f}WF?@F@+9%W@+{on@+qe@+!ۂ{@+*F[?Q?ކ. +uXD{:@,SU^uA.7@YeF?Q@F@:IK@7NF@9|[KW@6F@5"L?ᙙ*UwE/Il@u؂A.:@OF?ᙙ@F@8To@5W) 4@7&S@4_|(@2{U?GzHd_FXT?zG{ߙa_Et!f@[8AסE͇@A}qF@\@F@*Y[@*YZ32@*Xl,@*"DŽCX@)|Mo@GzH?(OwE/V^4A@`EA?W @[F@!5 +@F@(V,|Z@)nbRP@)HOC@)}&@)S@ NaDzB7n4@QWA]c .@ wUF?$_Z@Y@F@94S9@9@:Hx@9H +@8nq?ffffff?p`EJcu@ cAX^@IJF?ffffff@F@5"ĹZ@3 {C@4S{>*o@2S@1i}?˟Y㦐Fԡ5@ qGB!b|-?곎YF?#cW@F@')RI@#@%+J?x@!߷@ gZ.?陙?BYNEY%z@]XvA‹[@k +:F?陙@F@3aҡ@1o!@20ʦ@1e@0KO?ͿDEtQ9 @@BAT&@` F?@F@0 Ԋ@0O)W@0R@0hI@/Q!@?զMypDhu@"AZS4g@ mF?걅H@Y@F@81@9$:@9r9@8[} @8s*?fffffg?klVPERނ`B@럯SAO)+@5uF?o@_kb@F@- @,n@,:<@,@,~(?Q?E/˶Ep"ِ@͗EAPb/@{jF?Q@F@1=@0yy@1P<@0F56@/OC@ ?`WDѿ@xf%:AW8M@! }؇F?9䣃@Y@F@92V|@9_DUKK@9|\M@9).$@8O@U@?`gDcVYX@?!AZY<)@ κZF?ꫴNP@Y@F@8%f}@9$dE@9뱈4@8q?~I@8?zG|Q)Elfc@A]A+%A@ک"wF?zG{@F@8"'}8fo@5t@7%w @4㶔r@3sk? +=p D+FXT@?>o֍D.ɘ@8⧅o6A^Dfw!@ XUF?Y5;O@Y@F@84;@8jDر@9YW@8j}R@8x;+i[@?ӿ\DAq@6GA^GLq@ XVF?o~=@Y@F@8VBq@8Aee@9Y][@8<7@8x>f?QRٲQ;HEX@9AK@E^F?QR@F@9}vl@6 ltĺ@8_YP׋@5e^,@4>?Ī_# E{zk:Y@Qps,Ax@3fF?i\<@F@0Da@0t@0{j~?@/u+#̆@.?\(?a6EVx)@lvAOv @bF?\(@F@3WE@2#TtL@3)V@1# @0וE?=p +=? `FXT?ᙙ꾗..^E/Il@u؂A.:@OF?ᙙ@F@8To@5W) 4@7&S@4_|(@2{U?fffffgr-V4Ec@X"AXc&Ar@ȉawF?fknj@F@7ٝd@5|&aѳ@6lO@4<'@3`r?QFXT?񙙙oEᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu@?屄m@LE柦URk@$SA3?K@d8e,F@@F@&!+@'sK@'? 0*@'C醩@'w䯧?? ̋0Eug6c@iAd 9@G&F?Ӆb@F@* @+@*U_@+{@+&oo,C@\(?˻^ӗ0EЯ ()@}AwM8@^NF@a5@F@(P9>@(?d(/@(w=U@(ȓw@(]Iv@?ڢ[(Dyi@Wq(9A`!@ pH F?^ s@Y@F@8= L@8@9"}@8>@8CY?QR?|*uk(E2_@0Aߜ@Q=ƻF?QR@F@5L@464@55;m#@3[$@22.@ffffffED8Z.@ؘLA`!a@ (PF?䶙@Y@F@9 +pO¿@9 wLe@9{L.v@8$(c@8{T@?,6iD/i@@N)AUwU@!/9(׫F?X' @Y@F@9Qձ@9Y)@9t?d@9'P3\@85?GzH@9mFXT?(\*@9mFXT@NQTD+N%&@af?A[n@ 6WF?d0+@j@Y@F@9䧆@9.T`@9DL@8^׬@8%&j? +=p +Y>##pFXT?񙙙4_r_Ee_c@xB8qA9d#@P_9[yHF@^7X[@F@/R56~@/'U&|@0ĉ@.X^@-Ef4?333333?g|vюE+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ@.$CD\f|@`A\(p{b@ ~ YxF?.]\@Y@F@9jLvy@9!@:l?2@9FPnv@8`{@oM @E!@Š-oJ?A#%\0@eDs!F@n̒@F@)Bl{@) @)G [@)q&@)س ? +=p?TDWj@lA#/L@A8'?F? +=p@F@;><9@8a@9ӹF@72yEX@5???olE~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<? +=p ^T=FXT@?ۤoHEONf@/|A,G{@*6F@r0s@F@)d:K@*T0`@*.@*eI@* W?׮zG?_c4FXT?333333;YEӕJ7@“,M Av.YA"@yYөF?"`A@F@15M݂o@2ʨ@u9F'AR(n@0 +DF?ٜԵ@F@7aJ@5r@6{I+@4Thj_@3W33O@333334?ؐrE~[V@J:!A߾yY@/!wF@*L@F@&b8RJ@&A@&9 k(@'/R@'y.r?VEHg@CQA@ebNF?@F@*QsU@*A-~p@*#>g @*@){~x??B7E1hʑ@/E#@1~(%)?p +=p=h*FXT?p +=pvpFXT??U$EHg@CQA@ebNF?@F@*QsU@*A-~p@*#>g @*@){~x?333333/_rpIE+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ?GzG?*Edi` +@`BAR@F?\l@F@,G_t@,6@,T q@,@,`P?QR?"iGIFXT@ ?^d`D 2T@p[PAX @ 嘹F?k @Y@F@8Z0@9l<@9l,R@8Vf4X@8DȢ?fffffgZVEb@\ iAǕT @6;F?]@F@,{вgn@,|CH@,\0@,Yq|V@,m?ffffff?,rܶ(EwC`@{WqA1ʔ@UF?ffffff@F@,~L^@,@:@,lj@,2 @,n= ?QRcFXT@ 333333?E$p@+Z:AN @Oѧ@}F@ Qھ'@F@%v[@& @&Yn@&.J9r@&?zGHj2 E?@IdAP@T&8 F?JoŊ,@F@,| ,N@,6@,@,vVL9h@,Sk u?333334# wER6ܜ_@_MA'8@ {8F@n@F@-@-#)n@.U@--k.U@,N.4V?əEE,@A>EVT@81oCƸF?ɡmq@F@9SB@6b&@8:cy@5ڷe@f@4<}Z?ffffff(AE)x@R)A1r@Εk.9F?")@F@0U@1q@17-YE@1A @1?ffffff\pE t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$@ ?DKU9@>AZq +@ F?yQ@Y@F@8ݥn@9%(@99@8bt@8Y? +=p +?T͘E%k@ʕ>IAYl @93@[^\AT1Ӛ@!]u4F?Ck&@Y@F@7#B@8׏@8s;@8x?B@8mQT@iVD0 lK@w`b]AT8]@!TxUg`F?z$LD@Y@F@8 "JDb@88\^@8ǵbt@8aK@8}/?Q?uu2E#@ -eAp;h*@qF?Q@F@.o;m@.f溿@/:}E@F@0VzL@0C+ +@0Ul&@0?A @0:x@ ҁąD.߫G@–?ZAVe@!$wF?x @Y@F@8:y35@8Q{@8s@8f{@8x pf? +=p +@9mFXT?Ϳv@MDFXT?GzH@9mFXT?333334|w.EC%O@O2A@\K@U[F?5G@F@4Ze@3":@4L@2x=f@1ǩK,?(\*?KapEdETs@zAs4o@&F?(\)@F@2,S9X*p@16ٌeD@26Fq@0֪9@07̴&?ffffffz6FXT? +=pE(^Q@q9^AD}@6F? +=p@F@9+@6?[%"@7( @4O>@3$h@QיdE벍@ǻTX*AU;@у6 F@-@F@(fQb@)nu@)Fڎ.@)~s|@)w@׎Zo;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`@k{aRD,H/@$XA[_t@ JBF?di@Y@F@9yT@9.g>@9Xv@8粶@8l\@?IײyEڳ @ћQA'2W>@9KF@@F@%n@':_U@&)%"@'\@'9?Q%>?FXT?QR?{EJPh}y@+m$AxЮ@̰F?QR@F@7 +@5BN{{ @65a@4z֘@3y4|m-?񙙙A*Eᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu@?0ͳD@*p$+AXs@ 7(,F?z9`@Y@F@8Rh*@8@8x0@8m$A@8oLA?\(?hrpE}@pDžXA#@ӮF?\(@F@,axDW@,#"Sľ@,N8ΐ@,o@,(@ +=p ٍöhE|9@XE IAU2]@ +vF@ 1Z@F@%9gT@%7D@%l4@%+i@% +m?Q?MOEC @As{@WF?Q@F@5W C2@3z@4 @2>E#@1~(%)@ɃuxD<9@8a@9ӹF@72yEX@5?ͿTgetEb@qÄn @8F?@F@,޲@,*B]@,~<@,v]@+>Z@?6OBDFCk@ю 6Aגd@P?>F@P@F@$3>@&C+@&6@&nCU@'HKN@Eյʼ-@.!6_AؘeI@Օ4dF@KZS@F@'j*{h@(8x{Y@(%2ڈ@(Bz@(Xl!j? +=p ?$QXFXT@ffffff?WU@PE/aƉ@W*=A̓%E@vׁF@ M@F@%;*Qq@%qy"@%ѿ )@&'@&. B?GzHi).FXT?JE~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<?QR?δJEk6@J=WAĕYv@NF?QR@F@/ +o:@/x @0#F@/ `@.i\??hEb@qÄn @8F?@F@,޲@,*B]@,~<@,v]@+>Z??ߏEUK@flAǣ>"@>ddF?@F@,,ܩ(M@,CY@,'ބ@, +Ṭ_@,"? +=p﬏DMDWj@lA#/L@A8'?F? +=p@F@;><9@8a@9ӹF@72yEX@5?陙4sgpFXT@\(?r*}4EЯ ()@ %# An*@m}BF@\(@F@(^$x@(Ť@(vȦp@(w{@(Ի"??j)xEtQ9 @@BAT&@` F?@F@0 Ԋ@0O)W@0R@0hI@/Q!@[ DF @X'A]M:c@ p7)F?u%F @Y@F@9+n@9yt@:%M@9KX@8? +=p;EUmRԨ@[> lY%A1K.@^f}YF? +=p@F@3rS@2>X\@3Ks@1T@0V?Gz?ybFXT?ffffffͻiDE t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$@p +=q?Si\ Eމj@VMA@8CY?GzM 1ZFXT@ ?1}\E̻+@ՁAj@j-mBF@ @F@&?]U@'ZEs@'Y96g@'IT@(O?Q?TDd@NA4@6"=F?Q@F@?59q@:5&a6@@ƇA߉e@1HRsF@kX@F@&Bb~&@&ԧ3@&Iqx@&BT\7@'5@ ?\u94,D# +@ AA[)&`@ $:F?[-M@$@Y@F@9eQ@9.b^:0@9POsk@80F\@8:*@ _]4wD-U@so,AW"@ !/F?XbM@Y@F@783Ԛ@8xࣳ$@8wT @8Zi@8EA\4@ $D[b@xA_rO@ 9SUF?c +Sy@Y@F@9y48_@9Y,tS@9eQ@9:n@8#0@\(ÿűܙ&PE[˻ @ )WU^A + eB@kF@&_Z@F@)@)݀HA@)3$@).@*AӪq?ffffff? +D"ީ#@_ck|AaC>F@沽ƟF?⨬\ @Y@F@7@822 @8yՓn@8p%;H@7(R&@333334B F 8p@@|iA|r@y ,F@8f@F@!u(@#ձt6@#3$ @#H][@#xh??Ҍgx38E9c]@?4A$ "OC@6fF?LZU@F@+7.M@+_U@+S7[6Z@+i7re@+|@aSyDf43@11QAYDGCE@ ߻WF?@Y@F@7i9@8gz@8њ/@8H{)*@81!@ ?Ԝ`xpDޤ"d@NzAX4@ sF?C,zx@Y@F@8@E@9vF@9e@τ|.@8rD@8@?EπD< 68@)jA]]@ nBkF? +(w@Y@F@8ȜzuA@8e@9K؝s@8Xᚮn@8wۛ@ ?|6wE wbt@СV5A [I@ҐeF@ LƂ0@F@&$bݘx@'1@'[q@''9V@(q@ffffff/?g8De?@d֒DA_R/=0@ ?K}/F?囥S@Y@F@80L@8ŝpT@9jP@8?v@8yz?ͿD>"EQ&J@r'd=A0Gn(@wXzF@Vo D@F@(d@(>-@(B-@(e@(>´S?̿ϹEQ&J@-;A9U{@| 2 F@pO@F@(A@(W @(p@(\@({:@333333?ڙ38EѺeg@*D2ArN@"iF@d4\@F@(:>@)aw@)n)@) R@)2?\(ÿ&줞Ex@AwAf4:@Αg:MF?\(@F@7Vws@5h=T@6#6@4~[@3Mяz{?Q@9mFXT?zGAՒFXT? +=p sXE'>To@嬹}5DAԇM@XF@9Ѳ@F@+4EV@+*MK@+0@*鄤_@*6G<?333333?\Lg`E -uL@y:Aa7@f0KYF?wpy@Y@F@5e14g@6e(<4@6RuN@6d*&@6|31\?=p +=? +'d +E[Y@C)AR`@& F?=p +=@F@.$ @.Z^Č@.Pvi@.Dz[@-34e??\XFGJ3[@KB"B@u[?<~F?@F@'#@"P:6@%l+@!Ժ+h@ Ay[s?333333yNF >=@·5Bb-?H3F?p*@F@"ѫ?@ Џ@"Mux8@ x0-@Ҕ?ffffff?GewE +E?@/U߈A9m&@ErF?ffffff@F@+ +/@+E#@1~(%)??Ux@E LVVp@*ؠdA Έ@2~;F?@F@8ďf@6/m@7T +x@5^v @4H @??tEB^@MR{AK$~@qF?@F@6Bd@3hI3@5"&@2EEt@1V.\`@?X~ Dm y@~B0AV D@!r F?V`V@Y@F@9-Ox@9]=)Q@9=3U@9(Tv@8n;l??z ~D4@7H-Aapb @3%F?(M@Y@F@7%8@7y+p2@7wÑ@7t @7vAX @?a1;:DFS@K t(EAVG7@!WF?jOv`@Y@F@9,h@9]E3p@9 J/@9(q6@85@?D>X@eATShM@!T8-uF?_{@Y@F@9)b@9T х@9ľo(@9'_8i@8 C@ffffff請Df@e}o^A_QU'4@ ?`)m` F?wkP@Y@F@84@8@9j@ @89N@8yg?\(ÿE{:@ &WAʓ.k@ 4F? @F@,^{q@, @,M/@+䈋@+$O?陙?Cvn|@EY%z@]XvA‹[@k +:F?陙@F@3aҡ@1o!@20ʦ@1e@0KO?񙙙e[HeEᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu?p +=pajmcFXT@̿|5$ZEskZe@ÑA2k7%@6¦5F@^)5@F@'\pQ7}@'#? +@'{[(Ó@'pɇP@'ah@?t(D2/%)@)| +R~A^W|է@ W +S{F?Wx-8@Y@F@8ݱbYD@800<@9Z[]@8a@8xN :k?(\)yt6aFXT?ٙ;FXT?f^EHg@CQA@ebNF?@F@*QsU@*A-~p@*#>g @*@){~x??@ksE~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<?p +=p?ӋJB) FXT@?hxd@9]X=@9)iRǃ@9(w@8ﴚK?ffffffӕkE2c@՚07DA}d@\9F?0+@jU@F@.$@0sM1@0@@0)'~@0قڃ@?tvwhDe@ǢF}]AFgh@"ІR@F?m\@Y@F@8‹r̡@9]}\@9(}v@9wdu@9x7 @?񙙙DIEʎ @;vA[Pg@=@F?֔@F@. dk@.@/6C*@.0@-l@%p{DyIx,@XAU_F? $ p@Y@F@8R@8^@9j<И@8Y`4\@8yE@wJ$Dg@-PAYwM@ èF?MUh@Y@F@8T@8eA@9 :zZu@8@@8yVIxf??FKBEUK@TԐ xAѤ @!$rF?O4Pi@F@,,dB@, 'OA@,&s@,Ġ @,T?zG|Sn D*'j@^AScUt@xyF?zG{@F@:(:7@7Tf@8㢪@6wl0e@5@3r(@ͿŇւEсPpV@'nhAĊ@F@U@F@)vOV @*kf@)n@*y@*?8^;@۽=dD^@CmbAAb5e@@>PF?q@Y@F@8+h@8UA8@8~@8`&`@7⊉?GzHWkF0 FXT@ffffff?1DCZ@'A`UK@ )5v1F?`s@Y@F@9 k5S@9 {/6@9zk@8,v@8{{h?GzG{YHFXT@Q?y E5@˯Ih1AϢt?ha@?\F@Q@F@'|@)'@(䙰T@)6d,K@)oժ+?GzGrĘFXT@ffffffBdvDKXf@!~@A`!{@ *(lF?ڐ@Y@F@9ty@9 7.[@9yI@8ǯ$@8{mggS@?PD<9@8a@9ӹF@72yEX@5?У +=pb=E@;zAh5@@C{F?У +=p@F@8K$@6z@7J2@5J:g @45L@?tI7D= Zc@Ni`2A\cS@ Bu F?iJA @Y@F@9,iI@97Bt@90@8Y @8#ac?333333>E8\|@ n݇(Aln@wF?333333@F@78=@4m') @6 ̒@3 8@2DnɅ?E~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<@ffffff SDU(1@X#_?A`ٿ@ *CvF?̷C@Y@F@93}_@9ڝ@9yij @8odo@8{Zt?33333490gFXT@?^U\hDhu@"AZS4g@ mF?걅H@Y@F@81@9$:@9r9@8[} @8s*?zG|?O*E@'3ǿqA:x`@Ʈq8F?zG{@F@-%d;@,?<\@- @,֨?@,u "?QR?EX@9AK@E^F?QR@F@9}vl@6 ltĺ@8_YP׋@5e^,@4>?333334? Eoy@vj&_AvЧ@Ś5F?333333@F@8I9p@5Hh"@7J/ZA4@5K#@3Ώs&@ffffffDuF +@nfA_Ez@ @|J>F?ڤ+@Y@F@8@8CWr@9iwz&@8FW5@8y&JjL?\(?C%E-@AwAf4:@Αg:MF?\(@F@7Vws@5h=T@6#6@4~[@3Mяz{?޸QyE.W@\@5|LAA@kۊ"F?޸Q@F@6Y"@4V5d@5ICI"@3@2?zG|?jZFXT?Ϳ{}Eb@qÄn @8F?@F@,޲@,*B]@,~<@,v]@+>Z@ +ffffff?EZ; E쨹}?@8PAG[*@ &VIF@ +ffffff@F@&o@(4g(@'DWj@lA#/L@A8'?F? +=p@F@;><9@8a@9ӹF@72yEX@5@?ͮorDyi@Wq(9A`!@ pH F?^ s@Y@F@8= L@8@9"}@8>@8CY?333334ڪ}vDo@gAomA@F?333333@F@:ubY@7D@91M@6Sm@5me@? FD/i@@N)AUwU@!/9(׫F?X' @Y@F@9Qձ@9Y)@9t?d@9'P3\@85?ffffff? +lzpE t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$? +=p +?fb/E%k@|nTALJ:14@o8@jF?W|@F@.ܵ@-:@Q?#9 pEGBrZ?Gz?{$HFXT?GzH1.FXT@?B C xEFԼ`@D^V0Ạ&FK@87bF@@F@(/^5@)[z@)ptO@)v@)j? +=p CqmE 5])@Z6UA E@İvF? +=p@F@/W9@/BkN?@0}@.Ǡw@.8Y?ffffff?_FXT?陙#hEY%z@]XvA‹[@|F??Ff@F@3ac @1@20@@1eg@0K??333333@9mFXT@?zqDc0x@Ƙ ]AZYcQ@ &F?꫊\$@Y@F@8[@9$,;@9k @8q`~@8nw@2:[Eʛ@WjAr;Ȋ@`Ja@F@3H+@F@$({@%4K@%\VQ@%uC@%ܬ?GzH?ǫ 2EE=FCbW@AŐ_ +@ +woF?GzH@F@/=$;]@.s\u@/Q:6@.v)l@-?Q?U}kD{:@,SU^uA.7@YeF?Q@F@:IK@7NF@9|[KW@6F@5"L? %nEHg@CQA@ebNF?@F@*QsU@*A-~p@*#>g @*@){~x?陙?ӳjfEb*8@*A7@Y F?陙@F@1XzIr@14[lP @1<@0# B|o@0^+A[@ffffff?蓸Dzj `@qs7A_AQ +@ @0KF?ud0+A@Y@F@8} 2@8Ia@9i <ӎ@8,,H@8ye6??TPvE5ZÌ@C1 Aħf,o@ٳ8F?@F@/DBC|@/_O@0e@.z@.R4p_e?333333꿐ѤF,O;@K,eZBs?iKHF?Ie@F@+=0LX@ SL@ b@@ ia@ pLE? +=p VFXT?Q?ә;tVPEQݥ2@÷zA]a>@r85F?@@F@+&όO@+ j!@+%d@+@+_?Q?ƮF3(E2:>+@ƒ*v%7Aɋ +D@*E);F?@x@F@*A@* +8@*̝?(\)?~ >RErkE +E?@/U߈A9m&@ErF?ffffff@F@+ +/@+Z@ +nDĨb-@\8AYM,@ ͍9F?n.@Y@F@8U$|aF?_ô@Y@F@8Í3@9i%@9k6F@8{@8y?ffffff?ƝToFXT?ᙙ?͎.0E/Il@u؂A.:@OF?ᙙ@F@8To@5W) 4@7&S@4_|(@2{U?333333?ԣYbE nE,@ɅAa&1'4@tF?,QI@Y@F@5e~+>@6e _.@6RG,9@6dX!@6{h@ 333333D 4ExRֹ @ 4?A @\/ F@FCg@F@${@%A@%w,@%Aה@%Ѕv1?Gz? E`TQ@0EOA$V@sF?Gz@F@2LIrt<@1s@2q| @1No @0t6?O@MI/QDbZ@ o\A.Sv@ (BF?ԁ>@F@0=Uk@1#@1qe@1?ki*@1!eb2w?p +=p?S&Eّo@&El; AΥXv|@v"2F?,~@F@)鿛'@*H9v@*4@*Ryr@*gc@?ߋىDyi@Wq(9A`!@ pH F?^ s@Y@F@8= L@8@9"}@8>@8CY?zG|?]8GE@'3ǿqA:x`@Ʈq8F?zG{@F@-%d;@,?<\@- @,֨?@,u "?\(\?Cɱ0E(@y Aү^([4@\$F?\(\@F@)WglD:@)PZu/@)*}@)Rv@)s\8?zG|}KQ޴|D*'j@^AScUt@xyF?zG{@F@:(:7@7Tf@8㢪@6wl0e@5@3r(?p+tAEu=@~-uANf;@LpF@cZBk@F@*0=K@*,|T@*xO@*c@+kMl?=p +=r4FXT@?k +FJD< 68@)jA]]@ nBkF? +(w@Y@F@8ȜzuA@8e@9K؝s@8Xᚮn@8wۛ?Q?AZlE#.}@YIlAMYE@"F?Q@F@8qm̶*@5A@7o8~@5&Vګf@4S@s0Eq@kTASԫ@"$(qF@ ,^-@F@&C@''[@'t\~@'.m@';;!?Ϳ|EK@3AOy@0MF?>@F@3|@2~o@\@3d"@2.Z@1b5?333333!E+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ?\([?+}PEqS2 @AĆc"Fg@djUF?\(\@F@1]_@0@1%4+@0)ĮE@/hbrrf??:HE(W(@wtW0DAWr@dF?@F@6m@4n(@5+V@3RE@2ݓ?ffffffM\E +E?@/U߈A9m&@ErF?ffffff@F@+ +/@+V0@,W"nf@,!@, 箬?p +=p?dFXT?陙?U&YEb*8@*A7@Y F?陙@F@1XzIr@14[lP @1<@0# B|o@0^+A[@fFRrD$/5@yYAX!zP@ _?#F?8\g@Y@F@8JT@8O}e@8] @8fGe@8M??᧡*>FGJ3[@KB"B@u[?<~F?@F@'#@"P:6@%l+@!Ժ+h@ Ay[s@?b{N`Dhu@"AZS4g@ mF?걅H@Y@F@81@9$:@9r9@8[} @8s*?QmXEC @As{@WF?Q@F@5W C2@3z@4 @2>E#@1~(%)@?gdEaGc@?[VA0ᒖk@F^F@T)@F@)M<@)4 (X4@) lY%A1K.@^f}YF? +=p@F@3rS@2>X\@3Ks@1T@0V??K\EUK@eqXAǥJ@zygF?IwBW@F@,,i.P@,J:5@,'!N@, +%z@,gJE#@1~(%)??R:nEo-@M AȐb@;TtW F?@F@*ɼ*@+@+qB'{@+)P@+C&m??\To\4Eug6c@į ~A -^@;F?tF@F@**_@*9@*U@*(o'@+Gw!?333333rVE"Ia[@πiNh}A숔 +@δF?T@F@-A@-;,h@. 1@-Ljf@,J??E~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<@? +*DK{4@ÐiXBAVHma@! WhF?(߹8@Y@F@8Wm@8V@8@8}k6- @8hD\%V??@}xE Qb8@(>;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`@ 4;ޤ*=Dr@7lA_I\@ @͑44F?k@Y@F@9r"y=j@9Uߦ@9-Q@9 zo@8-k5?p +=pBntFXT?̿H!&EQ&J@4lRA'wdz@ +,F?Q*&@F@(ڒ@(Lp@(m'-@(1*@(7w??1܁!E5ZÌ@C1 Aħf,o@ٳ8F?@F@/DBC|@/_O@0e@.z@.R4p_e@zD!Mr@ 5AV tz@!'!F?pϿT@Y@F@8@@8ls@8t@8 /@8pT͈M?fffffgA#Ed\@X"AX8r@GPF?fn^lV@F@7>@5|nGo@6e[h@45I@3۶?񙙙?\{Eᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu@ͿC F"[n@,zAywV@u|/3F@5_õ@F@!ٿ(@#i6~ӛ@#yZV@#G@#}!o@ffffff?O#AӐDRv@'A`b?@ *J+F?ʖ\@Y@F@9j@9:h@9y,@8ǀT~@8{_Wd?޸Q9׆E " E@[A*@ÊF?޸Q@F@;;0Uh@7-fO7d@9*#=@5Fi@3p_J@?eltEș*F@XPQ5lA֣ak@r2nF@@F@' +@(_9t@(:R޵@(l&@(Ϡė@umZFkiR@ A0һ@OEMF@_w),I4@F@"7`#k@#4@#AQhH@#)w +@#׾W?陙ĭe8FXT@03IE7aUf@8X~A`@C2BXF?}9Y@F@/4G@/IPu@/"@." ,@. @ffffff?ѫBhDx]֛YD@p6(ҁA_Chu@ @%)F?`@Y@F@8ɓ@8.)ư@9i Wl@8@8yF@-zBDo䰭@Ķ'G%AUb}\(@!*="F??@Y@F@7r@8wT@8=̀~@8^X0@8PEY?333334?.MRLEoy@vj&_AvЧ@Ś5F?333333@F@8I9p@5Hh"@7J/ZA4@5K#@3Ώs&@|;22DRFT"@$NeA[%LY@ MF?V. @Y@F@9[bOm@9~>@9#1[@9:^@8W]@Ϳy䒀F"[n@M51E%AqT@[GbmF@ALA@F@!I_@#>d0?@"i@#\L:?.@#u5?ffffff?U' Es.@åʰ:fAMض6 ?@7T bwF?ffffff@F@+f{FC@+V]@+b@+X9*@+/?ٙ/|E!>@u9F'ARݙ\G@/JF?ٜՎF?^qo@F@2y@1sL@2ml;@1<߷N@0Uծ? +=p M~FXT?Q@9mFXT@?+gz.D4v:@Ǎ 8 AFۆ}@"NjF?au@Y@F@8Vr@9Gc@90@9vUF@9vQ?񙙙ٹHEᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu??4עE I@1nmAC )@ؒF?@F@/} z@/#-k@/@.Nr@.!teW?陙X`u`EY%z@]XvA‹[@k +:F?陙@F@3aҡ@1o!@20ʦ@1e@0KO?QG@3%UEE,@YeUA9Μ@8|~dF?əc@F@9Reֹ@6@89U@5e=-@4!@ ?(D{*@QX_AX9]܁@ 00F?/D)@Y@F@9BRkT@9d,@9þEm@9+HW R@8qw&??ߢFΞ@9B$2#Lv?aCz:eF?߯d9@F@*@|@$?ڹI@'@S@"n}Xz@ ?e`@? +<Dhʗ@BJDۏ ݋@*@LAV}@!>8 +F?}At>>@Y@F@9*6@9\q^@9&V@9(Qz@8bS?=p +=VYFXT?? i8E\BQd@]ILXAkZ@֎7F?@F@-?333333H?E+T%L@Фez<8AoF(@ mO F?҃fQm@Y@F@3fF5@4կ@4N @4BrK@54‚@pD#lD; @7C8AWp@ 4kF?A_E@Y@F@7/vx@8_蔌@8J@8aSB@@8Jj?Q?dEp"ِ@͗EAPb/@{jF?Q@F@1=@0yy@1P<@0F56@/OC? +=p X2FXT?p +=p? VFXT@FD'ra|@ߞAYF +ܫ@ ws? F?W'@Y@F@81>@82ϋ@8 +̀@8yk@8XBv+[Z?333334EC 3_@3AZT@C `F?333333@F@4p@3IZ#@4^]@2yQw@1GP?GzHLfXFXT?(\*?$QXEdETs@zAs4o@&F?(\)@F@2,S9X*p@16ٌeD@26Fq@0֪9@07̴&??3|Ep>+S@B2tA[Y+@&1!eZF? ()@F@0[@0%%@1#Y^5@0HMI@@/Q$y?GzH?P}TFXT@ rDo^ @vA`#?@ [*, F?^5?|@Y@F@9o@9v}@:DY@9$K@8r֯ ?(\)?3E[ƼĄ@K: AȄϺo@>OIF?(\)@F@-<D{@,؅@-=Q;@,B0;@,|W­@̿݅EU#@qC1$AЕ@>eF@w@F@)&Gd@)5vs@)b]U@) O @),@fffffg?wvE/aƉ@ƳK6ONAJVV@ giF@s@F@%.QG?@%隻@%_bf(@%_ʣ@&vbs?У +=p?2:6ӄE@;zAh5@@C{F?У +=p@F@8K$@6z@7J2@5J:g @45L@?.KD<@ wl@&sJuGF@S2v.@F@&](Um@&5@&ؗe@&8Ǔ@' M?陙NCEY%z@]XvA‹[@y*F?'.B2@F@3bq4@1S@2D#@1d&@02?ffffff?23\D"@sn AaC'3@]NF?M@Y@F@7~ #<@820m@8yK~2@8oQ\@7(7@E8uVD^@`}; AWr@ zF?{0$@Y@F@8G_=@83BiL@86\|@8Ոq@8t($E@brU).D1mi@@K+A[q@ 4oF?jUp +@Y@F@9&]@9.pgR@9pZ7D@8@8΢2??_u.Ep>+S@c|vArI@+N GF?@F@0Q1@0G'6@1!,(}@0Ha@/t?333333TE8\|@ n݇(Aln@wF?333333@F@78=@4m') @6 ̒@3 8@2DnɅ?=(E4Y@wZAȭ)/@1ρF?@F@,jw`=@,,N>V0@,W"nf@,!@, 箬@ .Dw@mu@iA`60Г@ $^W\F?䏛]:@Y@F@9.c@9d @92؊m2@9Ry@89ɀ\@ mvpD_B@­?AX + @ bdUF?($ xG@Y@F@8G ;@8d@8}4@8t7@8Yg?ffffff?^MEwC`@{WqA1ʔ@UF?ffffff@F@,~L^@,@:@,lj@,2 @,n= ?񙙙^SC8Eᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu??6Fe8Eug6c@}dVAI$Y}@2KF?½R@F@*D@*gM@*g $G@+ 8@@+[??ٛFED.@3DAF(4@+PF?TCN3j@F@+gYć@+̹I@+z~U@+@!@+3NH@?< +W\Dhu@"AZS4g@ mF?걅H@Y@F@81@9$:@9r9@8[} @8s*?zG?6NEr$@P~Aġ1a@VF?zG@F@0t,`@0qq@1sæ@0M +c @/R]?ffffff쏰5E +E?@/U߈A9m&@ErF?ffffff@F@+ +/@++@*;@*"({NZ@?ZCJ8EGI*e @/A̮L9'H@863GF@ h߽j@F@(C@)I@)oƶ8@);@)7fcT@?ՔDXDOb@YQ* +AV@!K*F?VWj@Y@F@9)" 9&@9\x(@9!}@9(,;@8NL?333334?͎.0Do@gAomA@F?333333@F@:ubY@7D@91M@6Sm@5me@?G֋,D< 68@)jA]]@ nBkF? +(w@Y@F@8ȜzuA@8e@9K؝s@8Xᚮn@8wۛ@?c+CDyi@Wq(9A`!@ pH F?^ s@Y@F@8= L@8@9"}@8>@8CY??;h`D4@7H-Aapb @3%F?(M@Y@F@7%8@7y+p2@7wÑ@7t @7vAX ?fffffgHE| +%t"@X"AdW0g@6j?F?il5@F@7Ӱ@5{*@6loF@4@"*@32b?p +=p?Eq9FXT?zG|\H0FXT?B:5EHg@CQA@ebNF?@F@*QsU@*A-~p@*#>g @*@){~x??GE{z{Z@;UGA~kFS@XBF?@F@04^򹽻@/ͦq@0l(~aM@/},R(W@.BIc?陙rEf<\@æ[A( @['F?陙@F@1p@0KM@1̓#@@0N@09݅-??7XE1Z@` +sA}"@Z] F?@F@65D@4"A|b%@5WWv@3u*E/0@2Z? +=p ?jjuGJFXT? +=p +?.MQ`ENG9`@:AԶr@D{F? +=p +@F@4ȡ6@2_@4}@2 XA@1CYլG??:HEB^@MR{AK$~@qF?@F@6Bd@3hI3@5"&@2EEt@1V.\`?ffffff?\ C EJcu@ cAX^@IJF?ffffff@F@5"ĹZ@3 {C@4S{>*o@2S@1i}?333334SE^","@FEAǕؼE@ JGF?333333@F@-ˤ@3@-K@-%x@-G@,h@ `DD6+f@ŊK\AT1nH@!P'zF?앿@Y@F@7:)@8|D@8 B@8f!uW@8]Nq@ffffff?5 iDG_ZQ@NA`j@M@ )nF?ҝ%@Y@F@9 Mp*@9 []@9z8&@8@8{ux\?Q&wEEB\v@hߝyԹAex@1}F?Q@F@.@-t@00,^{@//(@.jb?333334XԔHEC 3_@3AZT@C `F?333333@F@4p@3IZ#@4^]@2yQw@1GP@&'!MD#g^@0 N AUM51@!<~F?Ev @Y@F@86@8@8/\^_@8/@8u}@?u*(F +j\@ҎPqA1ٓ@DוF@V}@F@$Y @&ms.s@%G@&@H$&:@&E@ fF? .@F@+Ntr@+h@+qd@+^r@+|?ͿHE(e@ui|APN+3@@ ljF?XL/@F@6y +@4;@5N0p@3X7[@2@ffffff#ZD\[fQ@_&#A_Y7Ї@ >CF?1@Y@F@8d@9 ("@9kO;@8o@e@8y(v?333333?VNcEa@(ѨA*@F?333333@F@2? @1w{B@2V˴@1N;(@0dK ??1hBE[+|@J0eAFUH@~DF?@F@2sB@1i~@2fS:?A@1;T.<@0v?`?2$Z;xEHg@CQA@ebNF?@F@*QsU@*A-~p@*#>g @*@){~x@?㿮gDq)@hy)6A$@5F@P@F@#VA@$˳@$ph|Fw@$C{$_@%-1@?߉^E(V"@Ƹ5@4F?zG@F@,`1w@,XF@,п=@,~ݿ@,_F6?p +=p?ѾYsFXT@?ۄjEaGc@ȴt_A:@sDvF@@F@)X$W)@)9ܹ7@)>+@*;@*"({NZ@ ?څIDT.cI@YGAZ~@ $,HLF?9.< @Y@F@9l}y@9( r@9;4@86M{@8<‘9?ə@ukVEE,@YeUA9Μ@8|}PF?ə@F@9Rf@6"@89V Ʀ@5e=N@4? +=p?W5lQEo'f@f@_A.('ė@qF? +=p@F@/qg@/68!@/G@.Ȕ`@..zI5S?ᙙ?߫TME/Il@u؂A.:@OF?ᙙ@F@8To@5W) 4@7&S@4_|(@2{U??_ E~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<@ ?ّC(D4i@aAZݽC`@ 3ȇF?Dg8}@Y@F@99@9'͞<@9VlR@8d2@8EW ,?\([~vlEqS2 @AĆc"Fg@djUF?\(\@F@1]_@0@1%4+@0)ĮE@/hbrrf@ӟ|DŊ27h@!N[AZ@t@ [F?i;yR@Y@F@8K~1wd@8Li +@8 +/@8~J3^@8Wu?333334?SBo4E&בy@w.Z? +=p?ބnDWj@lA#/L@A8'?F? +=p@F@;><9@8a@9ӹF@72yEX@5?Q?'5Eh!Ч@AHMS@*BF?Q@F@1Ӝ`F+@0z@1T&@0!@0 +٬@?pBEFK(@RfA;uh@0cF@6dw@F@#^49@$8Mw@$6`@%I@%npӑS?Ϳ%:P;XEtQ9 @@BAT&@` F?@F@0 Ԋ@0O)W@0R@0hI@/Q!@ 333333?=]>`EJY&f@Wvw;AuWV@/?F@4a@F@$`۱-"@%Cq#8@%en@%S0@%yݸ?陙?.=Eb*8@*A7@Y F?陙@F@1XzIr@14[lP @1<@0# B|o@0^+A[?ٙ?FmFhE!D@x4!AX9]j`@ILF?ٙ@F@7`z@5T@6z?z@4S}{̫@3WE"?Q?z)NEh!Ч@AHMS@*BF?Q@F@1Ӝ`F+@0z@1T&@0!@0 +٬?333333?gE -uL@y:Aa7@f0KYF?wpy@Y@F@5e14g@6e(<4@6RuN@6d*&@6|31\?ͿnEb@qÄn @8F?@F@,޲@,*B]@,~<@,v]@+>Z?Ϳ<=9`EB^@MR{AK$~@qF?@F@6Bd@3hI3@5"&@2EEt@1V.\`?Q܇9NQD{:@,SU^uA.7@YeF?Q@F@:IK@7NF@9|[KW@6F@5"L?333333?|#bcBxEa@(ѨA*@F?333333@F@2? @1w{B@2V˴@1N;(@0dK @ffffff?x/ENdj.@DxAВl@*F@ffffff@F@'F@(sgܥU@(~=m@(A?s@)e?ٙ?ʢ,AE![Ɗ@vJF~AOkb@U:W/F?ٙ@F@7a;@5Sr +@6{Ym&R@4To0Β@3W8?\(ÿSKWD\+E@+A <,@eJa6zF?\(@F@9S +@7$D@8@6I]X@5Jn +@ d}@DM .0@.ީ A[n͖s@ ekF?&c@Y@F@9"*@9-|%@9>@8ST@8CEF?Q?G0,Ep"ِ@͗EAPb/@{jF?Q@F@1=@0yy@1P<@0F56@/OC??ǖ|ypFFWA@:&B!-N.?CF?Z@F@'+ +귌@# 5E@%F @!s(@ p*A~@dvDU|g}@21PAX^Y@ GF?m?@Y@F@8"OÚ]@8憷@8˧8 @8r -w@8SqҞ $?\(?ò$D\+E@+A <,@eJa6zF?\(@F@9S +@7$D@8@6I]X@5Jn +?\(ÿ~h E-@AwAf4:@Αg:MF?\(@F@7Vws@5h=T@6#6@4~[@3Mяz{@ffffffR +g&Er6Z̕@PA[E@R3F@ p@F@%t)!@%o@%?1S@%}f{@%>?ffffffGCZ\FXT@ ?<@nDMZ@E宆AZܪ@ XF?a@N@Y@F@9qs@9&u@9@8:׆@8]Ήz@ 333333?hL|dE$p@˨(.A۵2{@ToRF@ 333333@F@%hW6@&LM@&q_c@&|@&?(\)ܧ.>FXT??$E1hʑ@3J=AD/̃@esdF?@F@,UyɃ@,/m Yv@,Md +A=@,)u#C@,!Iz&@Ϳ&ZDX@;$id[A`!"@ k}F?uO7v@Y@F@8r@8@9$Խ@8'@h@8C(?333334ңG2EC @81AP@Mq$F?ABU&@F@4hR|@3R8@42] @2y՚i@1)V?zG|ɽ`E@h(A@%@̉hF@[dc@F@-!@,]wd +@-;yq&@,u]iE@,!V?QХ¾Eh!Ч@AHMS@*BF?Q@F@1Ӝ`F+@0z@1T&@0!@0 +٬@?#LxhDyi@Wq(9A`!@ pH F?^ s@Y@F@8= L@8@9"}@8>@8CY??T=e20Ez:+9e.@A<ޛ@5{F?@F@0Bیb@0 ;@0zX@/h@.c(??ba|E1hʑ@3J=AD/̃@esdF?@F@,UyɃ@,/m Yv@,Md +A=@,)u#C@,!Iz&?QR[%aEX@9AK@E^F?QR@F@9}vl@6 ltĺ@8_YP׋@5e^,@4>?ͿQFXT@\(?-Q4EЯ ()@ %# An*@m}BF@\(@F@(^$x@(Ť@(vȦp@(w{@(Ի"@?mr.D< 68@)jA]]@ nBkF? +(w@Y@F@8ȜzuA@8e@9K؝s@8Xᚮn@8wۛ@ffffff\E~il@[1XeA]"ui@oM$F@`j@F@&'rk@'Y0*F:@'˷9@'r@'';?zG|?Ơɗ.8E@'3ǿqA:x`@Ʈq8F?zG{@F@-%d;@,?<\@- @,֨?@,u "?ffffff\S—HEJcu@ cAX^@IJF?ffffff@F@5"ĹZ@3 {C@4S{>*o@2S@1i}?(\)?^LFXT?fffffg?)87PEc@X"AX9⣀@Ȏc5F?ffffff@F@7v@5|)@6oUy=@4?jC@3_W?GzIE`TQ@0EOA$V@sF?Gz@F@2LIrt<@1s@2q| @1No @0t6?O@Eʛ@Ɋ7A|[@ʠiF@ e<@F@$"H+@%#q@@%` O@%zo@&")ǣ?QtNE1pIzg@>&Au@灺F?Q@F@8M56B@5$CF@6sт@41xy@2%?ffffff?ƵLE t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$@?``EZZ7]@ (Ar-@ E*F@ /l@F@%mms5]@&Xh-@%z~@&A0@&+ܚ/?ffffff?UD(=m@H[|]?AaC@ Xi5F?İ@Y@F@7FCsq@88 Uav@8-@8 C>@7񸕪?(\*?4rEE~O@`0AG E@YF?(\)@F@BZc@Y@F@8I}@9,a [@9r@8] ^@8ԥY?ffffffJ!˯ENwU@rfOAmf z@q&hF?٩T@Y@F@48@5L*@5SX@5cLw@5i@R`W)wFkiR@Zb,A-Zs@g^F@"@F@"uv}\q@#c$@#8k@$ s]@$QEf5@KoAcq@Hʲ@sF@n C1@F@+K@+5&@+sja@*f!@*Qc' ?333333؀׊E)7jV@А<] Ao'c@'ёDF?]ce@Y@F@3>E@5cLc}y@4 ˕@5Z@5$A}@ ?!E;Y$D@xAX2z@ HlF?B@Y@F@8!~@9 @9eC4c@89@8P G?333333hT!F`s.@秡_B c=ޕ?-c`F?o*ZFs@F@#b@!Hb!@"@ qE@U?Gzm7E`TQ@0EOA$V@sF?Gz@F@2LIrt<@1s@2q| @1No @0t6?O?=p +>?eW(EǾZ"@"AԔj;@y肽F?=p +=@F@)c6@)C am@)6jC@)I@)SsW{>?(\*dL[@D୍_J5@IDAtAӂc@"#~F?(\)@F@V0@,W"nf@,!@, 箬?ٙcqڜAFXT??\%Eũ@+M}A̓ǫ@fF?~Ǝ@F@+j2@+/@+ _@+T@+ \-@\(?#g@@E_`2}@:At~S.@)x`F@\(@F@)?8=@*?5@);@*.8Ko@*ZU?(\)CEֳ^S@s6A&/?@9F?(\)@F@-XgI*@,_@-];@!@,и'F;@,A?ffffff6YEJcu@ cAX^@IJF?ffffff@F@5"ĹZ@3 {C@4S{>*o@2S@1i}?waiMEHg@CQA@ebNF?@F@*QsU@*A-~p@*#>g @*@){~x?(\)? ҵEV0@,W"nf@,!@, 箬?\(?ڻYEGΰQ@_!Aګ +Wm@"F?\(@F@5R@3J#~@4%1P@2צ3J@1V?ᙙ?ZE9MU@"fAg?8@-oi;IF?ᙙ@F@5X0@@3sĘ(@4kT@2GY5@24O?Q%o8EB\v@hߝyԹAex@1}F?Q@F@.@-tV0@,W"nf@,!@, 箬@ ?*& FJ@m@"lA#_@F\[ZF@ ,@F@$u6@& +7o8@%hE@&%bg^@&e7?GzHգ3FXT?陙|,riEbQ˦@~%9AQju@`fbF?C@F@1B@1?qzF@1:_I @0@0fP\?zGSEr$@P~Aġ1a@VF?zG@F@0t,`@0qq@1sæ@0M +c @/R]?񙙙?idEᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu??Jһ^E\BQd@]ILXAkZ@֎7F?@F@-A˯r@7^jF@Ϛ@F@)Wm5B@)7CF@)Ђ @*k#S@*p`?QRCFXT??fgbD4@7H-Aapb @3%F?(M@Y@F@7%8@7y+p2@7wÑ@7t @7vAX @?yb`E.'@=A=U@H=S\lF@w@F@*0M@*=@*\;";@*$YE@*qZ?ͿOFE@ҭKAm@u1F?.2X@F@.6'@0$۪T@/΅[@07 /@0eRd?TX(E28@_PiApevG@F@+ ъ@*@@+R5@*,V@)r^@\(?#w[E_`2}@:At~S.@)x`F@\(@F@)?8=@*?5@);@*.8Ko@*ZU?\(پJ\^EVx)@lvAOv @bF?\(@F@3WE@2#TtL@3)V@1# @0וE?Gz0b̤FXT?޸Q?zYYhE " E@[A*@ÊF?޸Q@F@;;0Uh@7-fO7d@9*#=@5Fi@3p_J@?5HtE.'@lA-m@HPpF@@F@*1AM8@*im@*V#9)@*w#@*-]?@ffffffᶅgUE=\Fr@_ fAMW@~N+SF@ oag#$@F@'>Aw@(X5@(@(o}̭ +@(WH?\(ÿJE]w@ }OAH67@bF?F@F@.d@.}²G@/-Q@.2@-V"?ᙙ;E9IX@(O^AWbE@)t5F? @F@5RM3O؎@3?@4Z9@2 @200Z=?У +=p?ӨHE@;zAh5@@C{F?У +=p@F@8K$@6z@7J2@5J:g @45L?3333341HEC 3_@3AZT@C `F?333333@F@4p@3IZ#@4^]@2yQw@1GP??>,Eug6c@)C0AɜW@|/F?@F@*E@+.@*cvQ@+4S@+.K??:ݝE9c]@ľ)Ahӎ@:k:DF?(Yh@F@+-F@+Yp?@+NȼQ@+bglM@+u8lU@?_n lDGw+@-ҬiA^Rx@ WF?l oTL@Y@F@8?g^r@8uYс@9Z7 ;@8`@8xHbR?&y E|G @dDAti(/@3x@9z g@8dzk;@8{n ?ffffff?OrE t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$@$PD|?)@K~|A\Dp@ YF?y}@Y@F@9Z@9+/^@: D@9B(@8w{r?zG{?H9E܁^j@gA۔@k;mF?zG{@F@*R @*@*?@*o@*,O;?jQЌE%iFV@l;AȐHq;@8Ep?@F?dQi @F@+H@+ap@+0r@+o'@+#?ᙙmTg$E: 3@(O^A-nz(@((F?ᝎV@F@5QI 0@3V@4A6@2I@2/n1?fffffg$dhHE~i@X"AfCk@ٝOF?j%7j@F@7ߵ @5{ @6Np@4#6@3ۦ8@333333?ȉbEѺعw@_lLA̫s5@%y-F@333333@F@(Z]'@)HU@)raYY@)ɇ@*# ?333333E8\|@ n݇(Aln@wF?333333@F@78=@4m') @6 ̒@3 8@2DnɅ?333333?E̸4@ Aڟ\6X@ 'F?333333@F@.+en͔L@-ե0 @.Vuwؚ@- n@-0#z#c@?~D =c\@F]A^к73@ KwĆ0F?P3:~@Y@F@9e@9P"ZN@9@9@8H/@?;m D<@ w//t@Y@F@8AV$U@8w5:Q@8ͣX@8D(p@8 {nx @ ?y̠E wbt@Ц~QpA504m@s,xF@ @F@&%Nر(@'f@']f9o[X@'͟Mn@(?ᙙB]E: | \@)Lj^+A@(ZF%F?s8@F@5Q~}.@3ؖ0ev@4đw@2%LJ@2/?̿+sEq׿`@a&A@F?@F@0Hy@0z^W{@1ձQ@0/lw#x@/^rb??1EtQ9 @@BAT&@` F?@F@0 Ԋ@0O)W@0R@0hI@/Q!?(\)̆Z xE[ƼĄ@K: AȄϺo@>OIF?(\)@F@-<D{@,؅@-=Q;@,B0;@,|W­?Qǵ,DEh!Ч@AHMS@*BF?Q@F@1Ӝ`F+@0z@1T&@0!@0 +٬@?܊NxDyi@Wq(9A`!@ pH F?^ s@Y@F@8= L@8@9"}@8>@8CY@?g`2D<@ w lY%A1K.@^f}YF? +=p@F@3rS@2>X\@3Ks@1T@0V?Q:-EKd @ AƥH@uθF?Q@F@.-@.Tԁ@.s@-G@-İԨ?QRd FtE2_@0Aߜ@Q=ƻF?QR@F@5L@464@55;m#@3[$@22.@ @\D`t().@Í.AVU_@! 8O7F?eU.r@Y@F@7.!@8@8D@8lՁ@8Xs@?ՀpE(V"@;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`?QR?rݐEX@9AK@E^F?QR@F@9}vl@6 ltĺ@8_YP׋@5e^,@4>@؇To$EZZ7]@&c& +Aޱ@._F@ 0@F@%%F@&@@&~@&Nv`@&mDY@?Dyi@Wq(9A`!@ pH F?^ s@Y@F@8= L@8@9"}@8>@8CY@?8RDyi@Wq(9A`!@ pH F?^ s@Y@F@8= L@8@9"}@8>@8CY??W'E Qb8@(>;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`@ffffff?DĔDQ@zA_'P>@ CQB?F?ڐ@Y@F@8@8m"@9g@s@8N`w@8y[.j??~1wdEB^@MR{AK$~@qF?@F@6Bd@3hI3@5"&@2EEt@1V.\`?׮zGf,:FXT?ᙙ㔘 E/Il@u؂A.:@OF?ᙙ@F@8To@5W) 4@7&S@4_|(@2{U??דmS(E Qb8@(>;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`?\(ÿ%m.E-@AwAf4:@Αg:MF?\(@F@7Vws@5h=T@6#6@4~[@3Mяz{??ӳ3>D4@7H-Aapb @3%F?(M@Y@F@7%8@7y+p2@7wÑ@7t @7vAX ?Q?%@~TEQݥ2@þAշ>@x!v+F?Q@F@+::@+^,@+F@+Fw@+1&@w>FkiR@EQR7A'1@2mF@і@F@"lZ@#FK@#6R:@#ӗ9['@$Ahє~?333333/ `Ea@(ѨA*@UcF?ȡY{@F@2XpZ@1w{d¾@2V>L@1CXZx@0d!?\([?ڴzEqS2 @AĆc"Fg@djUF?\(\@F@1]_@0@1%4+@0)ĮE@/hbrrf?Q!KPDd@NA4@6"=F?Q@F@?59q@:5&a6@IVsO@[F@c,B@F@+Z%@+7Ł@+:#u@*y@*Mg~?333333?%x!E̸4@ Aڟ\6X@ 'F?333333@F@.+en͔L@-ե0 @.Vuwؚ@- n@-0#z#c?޸Q?E.W +@5|LA\c"@k ]!F?޸Q@F@6Y@4VO*@5E Qp@3帧[@2ʧC@D}LD;r@LŒA\tQ@@ [F?gwY@Y@F@9-$l@97W͵@90Q@8fܷ_@8%\ȡ?zG|ȫFFXT@?H0mEp +@ȗZT_AmK_@GPhF@. d$@F@)[P@*V@*, TB@*hfdт@*Ad"?ffffff?&D @5݆ٳAaK~@ YF?ޓՑ@Y@F@7򁰆h@89sZ}/@8 +LL@8 +1(C@7)?333334E&בy@w.g @*@){~x@?<䃈D< 68@)jA]]@ nBkF? +(w@Y@F@8ȜzuA@8e@9K؝s@8Xᚮn@8wۛ?zG|󗍽<FXT@ ?sjD&>@FAYtz@ vF?x?)@Y@F@8J@9' +@9w @8q@8`u?Yī FXT?Qjw=Dd@NA4@6"=F?Q@F@?59q@:5&a6@@8CY?333334٧3EC 3_@3AZT@C `F?333333@F@4p@3IZ#@4^]@2yQw@1GP? +=p +ΐpENG9`@:AԶr@D{F? +=p +@F@4ȡ6@2_@4}@2 XA@1CYլG?ͿZ,E Qb8@(>;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`@ffffff?DQ@zA_'P>@ CQB?F?ڐ@Y@F@8@8m"@9g@s@8N`w@8y[.j@ ?(I|D ,@OyAX4@ 唏K~F?jfB@Y@F@8ށtL@9m*zZ@9l\z;@8VC @8h1?\(ÿ[5EGΰQ@_!Aګ +Wm@#F?ĥK~@F@5R#֠^@3J5@4$~@21@1@"Dzl@6+9<:Akc3}@E~F?D(M@Y@F@70͉@7fh4@7 V@73l@6 ,+?Ϳg+E(@(A}% +FGJ3[@KB"B@u[?<~F?@F@'#@"P:6@%l+@!Ժ+h@ Ay[s@ffffff?'@DO0Z@VnmLA`R,@ *o}WSF?ǣ @Y@F@96XY@9  /x@9yD¦n@8ǘ_N@8{fe<@??.D<@ w@F@'p"q@(n1@(|J\o6@(QT" @)?޸Q}K&E " E@[A*@ÊF?޸Q@F@;;0Uh@7-fO7d@9*#=@5Fi@3p_J?GzG?d%qPEdi` +@wjAQd=@FF?GzH@F@,O@,U@,M5 Q@,nZ@,_eЪ?Q?+zc_Ep"ِ@͗EAPb/@{jF?Q@F@1=@0yy@1P<@0F56@/OC@?~r#D(ۮ@9[mAY> @ ǖ[pF?0@Y@F@83@9!|)N@9{=(@8x@@8[E˴?ͿW];"EB^@MR{AK$~@qF?@F@6Bd@3hI3@5"&@2EEt@1V.\`@ E֑Z@ȃ*MAҸYN@[5F@ +&3]$@F@(bz'@(*E,H@(LSd@(!29@)ǢЛ:@333333գdfEy/i@x A5Aju@`̆ F@ٳ|@F@(5K@)%S%@)RRHI@) (@)jч?p +=p?I?HJFXT@?>ٕ DFS@K t(EAVG7@!WF?jOv`@Y@F@9,h@9]E3p@9 J/@9(q6@85@?ןDt@*XuAT{ 5]@!Z rFF?{iJA@Y@F@9۫u@9TR&H@9@9'@8UQa?陙?6s.kEf<\@æ[A( @['F?陙@F@1p@0KM@1̓#@@0N@09݅-@ ODǑl1@o38PAWω@ kF?jܱF_@Y@F@8)@8Z6@8u/@87f@8dbM@ n9E(и@˟BTArS@ 6 +dF@e7\@F@%9(@&O@&l@&GFj@'4x'?GzH5)`FXT?Ϳ_ Eb@qÄn @8F?@F@,޲@,*B]@,~<@,v]@+>Z?ffffff?U{B`D"@sn AaC'3@]NF?M@Y@F@7~ #<@820m@8yK~2@8oQ\@7(7?ffffff?YL@E>|~@ +FA;@ǂb/F?@F@.IJ%mg@.qf@/ 5rbz@.]+@-k?GzH?ڌEFXT?333334?߯L2HE^","@FEAǕؼE@ JGF?333333@F@-ˤ@3@-K@-%x@-G@,h?̿+FE(W(@wtW0DAWr@dF?@F@6m@4n(@5+V@3RE@2ݓ?F1FFWA@:&B!-N.?CF?Z@F@'+ +귌@# 5E@%F @!s(@ p*A~?̿PlEpMy9@@3$h@6~D+XW@U<2A[ +J @ F?d̢@Y@F@9*@9.A@9b'@8=%@8?ffffff?x[D"@sn AaC'3@]NF?M@Y@F@7~ #<@820m@8yK~2@8oQ\@7(7??tMjE~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<@?yjI`EFq@F4CZAϥsCE@UtlF@Р+I@F@(O)@)O%@)H@)db@)eN?9^+zEHg@CQA@ebNF?@F@*QsU@*A-~p@*#>g @*@){~x?333334/NxLE'o+ @wF߯gA} y@"F?3:TM@F@8Ha0@5z0@7I7'xI@5` G@3?ffffff٧3EJcu@ cAX^@IJF?ffffff@F@5"ĹZ@3 {C@4S{>*o@2S@1i}@zG|̀cEl@=[ +AC@1 F@ <y@F@'>@('hr@'kg@(R@(??zG|?֚Y̸FXT?Gzt*EFXT@Q?pE5ׄ@7:JA]4dv@ Q F@ V`@F@'X r@)5@(qp$@):@)V~ ;@~D8@\vAaT=@`oF?\$_@Y@F@9ǁF@9md@:@9/ +Pdv@8" +@?Ҩ-D!}5P@w/BA^%u@ MF?2W@Y@F@9c|Z@9Nh$@9Ȱ}`@9yL@8 +ޒ? +=p@9mFXT?333333? ws\E+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ@ Η^hD(B-Xe@ xAX=a S@ IF?-Y@Y@F@8 n@8tD@8^?@8lA@8Rۀ@?ꘆZ8Dyi@Wq(9A`!@ pH F?^ s@Y@F@8= L@8@9"}@8>@8CY?Q?m˳ EB\v@hߝyԹAex@1}F?Q@F@.@-t@ CQB?F?ڐ@Y@F@8@8m"@9g@s@8N`w@8y[.j??–Eu D@áA@@+j@{f}WF?@F@+9%W@+{on@+qe@+!ۂ{@+*F[??CtiE|e@_¬4:aA"I3@BF?@F@0$f;@/礄-@0[qA@/b4O@"@.q?333333?FqE+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ@/JFg,F@eKZAqş@5ɦF@Q&cA@F@"J;{)B@#&Q&@#uNJ/@#C/k;@$'0)?陙?MiEbKHP@TcA}Ӫ:@aԜýF?陙@F@1孧#\@1?i@1b@0c]@0g,=c@P+D@4hA\0l@ 0:1F?I< +(@Y@F@9u I@9y1@:ǟ@9E|P^@8)9=F @ ?PD 2T@p[PAX @ 嘹F?k @Y@F@8Z0@9l<@9l,R@8Vf4X@8DȢ?陙G>FXT@:wZ D7ŽBS@T@ڜAVNx"@!  F?Q@Y@F@89J5O@8yE@8腐t'@80rf5Z@8~Jl??EHg@CQA@ebNF?@F@*QsU@*A-~p@*#>g @*@){~x@ ɝ>._DZ>@<_FAa˂5!@YMSoF?t}^_@Y@F@9O@9~v:En@:`5@9*-@8dmz?Q!iY0UE#.}@YIlAMYE@"F?Q@F@8qm̶*@5A@7o8~@5&Vګf@4S@ ?DtDKv`6A@M>AW,?.2@ TF?np&@Y@F@9=ۼx@9b& @9>9+@9*8|d@8ߜ?ffffffMF4E/<(@לSËAU'@_dF?֦v @F@.'x?@0vx@0VEղ@0@0#@?0뉋D< 68@)jA]]@ nBkF? +(w@Y@F@8ȜzuA@8e@9K؝s@8Xᚮn@8wۛ?ە_dE1H6@[8Z?333333؟9"E)d"zi@H7TAo:6@[̴F?-b8{@,l f@,/ @,~/?zG|T$Ex\I@ͤwA]8TL@.lF@>\@F@-&M@,Ԉ9}/@-f;{F@,ܜw@,q@t}@ ?KJCD@AYqA]Vi@ bxF? VE@Y@F@9Myl@9EA @9`z @9Iq +>@8Ի,?zG|Q^FXT?333334 w@E^","@FEAǕؼE@ JGF?333333@F@-ˤ@3@-K@-%x@-G@,h@#_.mlD#@M圁AAU $ܵ@!CY ֹF?a@Y@F@8Z@g6rS +DS@'jAVaՆ[}@!˂F?Y@Y@F@8#zj@8Lhe@8ܐm@8H@8r_MT=?(\)?fؙ)E[ƼĄ@K: AȄϺo@>OIF?(\)@F@-<D{@,؅@-=Q;@,B0;@,|W­? +=pw DWj@lA#/L@A8'?F? +=p@F@;><9@8a@9ӹF@72yEX@5?QR˒ +vFXT?zG*`/.Er$@P~Aġ1a@VF?zG@F@0t,`@0qq@1sæ@0M +c @/R]?ffffff?У2EJcu@ cAX^@IJF?ffffff@F@5"ĹZ@3 {C@4S{>*o@2S@1i}?zG?L6{`E?\z@` A}IL=%@`F?9q@F@,X@,HP@,߷a~@,~v7s@,_%2?Q?8uE#@1~(%)?Q@9mFXT?(\)?ҦtEuձ@WA=?Un@ݩF?(\)@F@-c*,|@-\Lڗ@-+#@-%9T`@,V@ \$Dŵl@×ͻKAWʔ@! X(&F?<`@Y@F@7 $@8^@8ZÖ@8h@gƈ@@8S>|@fffffg?ɏO=E/aƉ@Ɠ&-At@͢HzF@Ϫ͟@F@%+.M@%%[]p@%Ul'@%׸<=@%0?333334ťCtDo@gAomA@F?333333@F@:ubY@7D@91M@6Sm@5me?333333?>E+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ?!9HSFGJ3[@KB"B@u[?<~F?@F@'#@"P:6@%l+@!Ժ+h@ Ay[s?\(?T|OE!TWP@":AݑX@E=LF?\(@F@+X@+xy@+xAl@+}cp@+)]݆? +=p$!^DWj@lA#/L@A8'?F? +=p@F@;><9@8a@9ӹF@72yEX@5??RdE1Z@` +sA}"@Z] F?@F@65D@4"A|b%@5WWv@3u*E/0@2@/.@.4iK@ ?tlD@xAX2z@ HlF?B@Y@F@8!~@9 @9eC4c@89@8P G@? lY%A1K.@^f}YF? +=p@F@3rS@2>X\@3Ks@1T@0V?ffffff?~?pEwC`@{WqA1ʔ@UF?ffffff@F@,~L^@,@:@,lj@,2 @,n= ?ffffffE t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$?zG?yFXT?ٙ?pE!D@x4!AX9]j`@ILF?ٙ@F@7`z@5T@6z?z@4S}{̫@3WE"@?Ӻ"-DD/i@@N)AUwU@!/9(׫F?X' @Y@F@9Qձ@9Y)@9t?d@9'P3\@85@ffffff?硫J8HDQ@zA_'P>@ CQB?F?ڐ@Y@F@8@8m"@9g@s@8N`w@8y[.j? +=p ?I/E1@nkA9}|e@?xA|F@xg@F@+4@+EOp@+_@+ @*pڂ??u) +E\BQd@]ILXAkZ@֎7F?@F@-@4F?zG@F@,`1w@,XF@,п=@,~ݿ@,_F6@zG|?gYE^Xx/c@;ANӨ9@Ro|F@zG{@F@'F@(| a@( s@(΁GD|@)T,K@?˒;{. EZZ7]@ŘkA>@*C1F@j/I@F@%deɬ@%ʈȐ@%ɓRI7@%a] @& "9?_9tE J@A-r^@Q0lF?3L]@F@+@*V@*D[t@* 7J@*ň,?Q?^~GEC @As{@WF?Q@F@5W C2@3z@4 @2>E#@1~(%)?ffffffOdPE t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$?Ϳ +EtQ9 @@BAT&@` F?@F@0 Ԋ@0O)W@0R@0hI@/Q!?GzˆYE`TQ@0EOA$V@sF?Gz@F@2LIrt<@1s@2q| @1No @0t6?O?Q?k{aD{:@,SU^uA.7@YeF?Q@F@:IK@7NF@9|[KW@6F@5"L?ffffff?j0E t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$?ffffff?njEs.@åʰ:fAMض6 ?@7T bwF?ffffff@F@+f{FC@+V]@+b@+X9*@+/?GzP(FXT@?+ Dpb@3/zTAGy@@"O/uF?uMU@Y@F@8ig@9 T@92@9pT!q^@9of@?=Z\ D@ǴsoAFn@"IF?>WS@Y@F@8¹v/@93~K@9~k@9x @9yw%im@?%߄E`EǢI= b@^j'Av@ަ@ggF@B;@F@)b!xr@*@) g@*/tD@*V>?P6Ef&@~Rwx0A2@v`KF?h R@F@,@,QM8@,u_2c@,Hh@,= +z ??˸5@E Qb8@(>;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`?(\)?9)Euձ@WA=?Un@ݩF?(\)@F@-c*,|@-\Lڗ@-+#@-%9T`@,V?ٙƋFXT?=p +=?ΥrE[Y@C)AR`@& F?=p +=@F@.$ @.Z^Č@.Pvi@.Dz[@-34e?ڙ]E/Y@"$AF@H8F?8}%@F@-ݩh7@--@. 8@-]΁:@-K?0DE~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<?333333 !`E+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ?陙?bp7Eb*8@*A7@Y F?陙@F@1XzIr@14[lP @1<@0# B|o@0^+A[??<`aFGJ3[@KB"B@u[?<~F?@F@'#@"P:6@%l+@!Ժ+h@ Ay[s?Ϳ)l0Eqd@5@gE2AL!Ex@d9r F?@F@0@0{ּq@1@0/@/qls@eQXD1[m@.#,A[h?@ .*~F?j@'@Y@F@9(HB@9.pf0@9q@8pHR@8W@Gf%D˲l6@^9_AUJK@!=t`{5F?O"}@Y@F@7jo`@8S@8?&0@8z[N@8j| E?f]ǂE4Y@wZAȭ)/@1ρF?@F@,jw`=@,,N>V0@,W"nf@,!@, 箬?zG|JhE@ &@.sA7HU7@ueVF?F4#@F@6RBV(@3}@5P"@3 8@1?p +=piܵJFXT@ͿڟE8m@ WZA4W}@B)F@{@F@)@*"d@*7V@*2l@*ToQ$??K"8Eb@qÄn @8F?@F@,޲@,*B]@,~<@,v]@+>Z@ӣ"8Eq@Z$+eA5ZHǹ]@F@Yih@F@&)ɧ8@&+e@&΁hN@&L@&Q@.oxFkiR@ϢWA#E!@QF@WE&@F@"|U@#%U6@#6m@$JM@$^AoB@ffffff?ޜ=DV__@!)(vA`$X5@ + 0dF?ͳ|@Y@F@9߮@9rJ@9yVpU @8g)#ȕ@8{W_އ@ + +=p?؍Fl|@AdT{@v}F@ -@F@#X@$8)8@$(@$ѱT@$F@ 333333?MIkEJY&f@9ƂJA;"V@6XF@͉.@F@$Ghi}ω@% s)1@$ےyZ@%io@%7 FSk? +=p ?LTxFXT@(DƂ@crF@U#g2AWDH@ ^RF?F@Y@F@87`&@8ڹ@8 _@84&@8lz6?ᙙ# +E: Q@(iaAFw+1~@)-)MF?T@F@5QCw@3?`1@4v5@2%0@2/D?ffffff?99elE t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$?fffffflߡE +E?@/U߈A9m&@ErF?ffffff@F@+ +/@++@*;@*"({NZ??ørD4@7H-Aapb @3%F?(M@Y@F@7%8@7y+p2@7wÑ@7t @7vAX @h7D͒@C~AYٺV@ F? A!la@Y@F@7Cs@8m[ګ@8jg @8Mj[;@85 q@ScnM|Dy?@dA]kD\"@ m](F?|o'=\@Y@F@8ɶN@8F@9LH/@82@8wcY??E5ZÌ@C1 Aħf,o@ٳ8F?@F@/DBC|@/_O@0e@.z@.R4p_e??cjaE|e@_¬4:aA"I3@BF?@F@0$f;@/礄-@0[qA@/b4O@"@.q?񙙙@6IEᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu@ ?kGr D G%6o@80lAXoXr@ 嚭PFF?k&i@Y@F@8~9^@9lK$8g@9l@8V~W@8Vr2?QR?璵 4EO @@EOAʓYZ@ɦ bF?QR@F@+nrŷ@+h@9C@+tig5@+h,@+i;0fp @wőYF?V&}BK@F@3*@,@2[b#@2׹@1'`@1 9@?Z|HeD/i@@N)AUwU@!/9(׫F?X' @Y@F@9Qձ@9Y)@9t?d@9'P3\@85??oED m@XUAzC@#2F?@F@+ +@+46F@+{`P@+L@@+ u +1@? vDhʗ@BRA%@ kF@%@F@(~@)nvyry@)@(:@).K@)ܨ?QWE@P A1u@}1IF?Q@F@./&P@-2)@.^~@-jm@-,TO?Ϳ?iXEb@qÄn @8F?@F@,޲@,*B]@,~<@,v]@+>Z?zG{?b+x&E܁^j@gA۔@k;mF?zG{@F@*R @*@*?@*o@*,O;?zG|?KE@ &@.sA7HU7@F?zG{@F@6Rd(@3Ң ո@5Pcd@3=@1oP??ۥ|V8Eo-@ŷOqA A͞+-@Oh;F?@F@)!|@*\l@*E96@*gۣ)@*W9??Ƙ:ED.@-SFAU!&@.iVjF?~Ə@F@+^A@+$R@+=Lݝ@+@+;D?Qۄ$^Eh!Ч@AHMS@*BF?Q@F@1Ӝ`F+@0z@1T&@0!@0 +٬@ ?fuvEf5@;W;AxrC?@_ي0.:F@m@F@$q}@$W$5@$I-c@$h@$ҕȲ6@?gEť^@ș< +Ai,f@GF@@F@)@*Vtؑr@*,+K@*h׈@*~ߤ?? d^Ef&@oH!AFG@eZF?@F@,_݇@,Qh&@,u @,H\SE@,=?Ϳ͕FXT@ ?]KFdHa@yEՃA +8lbR@WLVF@6>@F@#T9s;@$=/״s@$C@$MtcD@$t?ffffff?-x$D(=m@H[|]?AaC@ Xi5F?İ@Y@F@7FCsq@88 Uav@8-@8 C>@7񸕪@QFYM!pEzGT@ǯ=AпHJ@PЙsF@,fz@F@({Ľ@)sDgԫ@)L.@)w@)b[k?fffffg?cR̐ERނ`B@S*;A!v@XJF?d{J@F@-|@,#@,yb&@, "@,~qVZ@?*d Y8D&(@-uA^Ra= @ WVF?敁$/@Y@F@8=^(@8@9Z6}@@8:X@8xH \??(E/Y@(gMA@h@m` F? a!o@F@-T@-\V@.Ϟw"@-]´O@- {Io?333333Ầ^EE+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ@ ?иBDs#@#G`LAY0@ w#F?Pܜ@Y@F@8MOpC@9-@9r-|@8%ʜ@8y?\(ÿʢz%pFXT?Q_=RE1pIzg@>&Au@灺F?Q@F@8M56B@5$CF@6sт@41xy@2%?\(?MMbBD\+E@+A <,@eJa6zF?\(@F@9S +@7$D@8@6I]X@5Jn +?zG?@4F?zG@F@,`1w@,XF@,п=@,~ݿ@,_F6?Q@9mFXT?p +=p OZFXT?Q?S*ØEB\v@hߝyԹAex@1}F?Q@F@.@-tBZc@Y@F@8I}@9,a [@9r@8] ^@8ԥY?zG?E}$7D@A #'@a F?b@F@,I@,YK @,gi@,O6 @,@?QdJ^E#.}@YIlAMYE@"F?Q@F@8qm̶*@5A@7o8~@5&Vګf@4S? +=p\giE(^Q@q9^AD}@6F? +=p@F@9+@6?[%"@7( @4O>@3$h?ffffff<E t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$@vDۇ(Y@ +zAW@ F?f3]%@Y@F@8Kf"@8{i>@8#f@8!T@8w^F[?ffffffۆ=E_1@5SA4 b~t@7F?ffffff@F@+i@+:\@+`G_@+$@*ü??mE~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<@ +=p ?x,,Ei‰@/'΃A/ @^RYϣF@ +=p +@F@&"1@'"hB@&8~ͭ@'6+@'gi8?陙rȬ}fEbOg/@y.78ATb@_F?Qv@F@1V?@1?ޒĎ@1"@0@Э@0fX p@E',D lY%A1K.@^f}YF? +=p@F@3rS@2>X\@3Ks@1T@0V? +=p@9mFXT@ffffff?hXEG{@27@ +=p ۸B`dEv@syA[vK=@ c6gRF@9_@F@% v3@%iR@%ME@%p909/@%}E&@俄fFkiR@ϰ9EA6ijȢ@,%IF@>8:6@F@"}Ѧ2@#I2G@#:=) @$7R3@$`N@p +=q?hxEފTޘ@E?cVAb{@]rd2F@Q@F@'! Q@'ls@':i&@'O@'[??E{z{Z@凍{A#)@;9F?zҙg@F@09_E'#^@/@0pY(@/yag-@.ƴs?1FXT?333334 +`0EC'@O`AA@MzF?6䘛l@F@4(8Zp@3&.@4e_{@2xƀ"@1Nj?zG|@9mFXT?ə!͕FXT?ffffffݞ}EcF=@K+ZA֖ ,d@r+F?qOt@F@)Zd@)E:@Q?@)M[m@)B!i@):T?zG?]#qFXT?QRXilE> +,|@= AƷqY@H F?Rm@F@/ @/>t@037L@.[(Y@.D<+?Ϳ5bqEݝ@K +|AcPU@LZF?;:@F@/}C@/-d@0G@.2/@.7:@e!!] DƆ@$ByA^^&@ Vj!F?r @Y@F@8B54@8\g K@9ZS@8Ƣ@8xTL@?㱠DFS@K t(EAVG7@!WF?jOv`@Y@F@9,h@9]E3p@9 J/@9(q6@85@°D9@YIAW`$%@!P(F?@Y@F@8='ek@8'+<@8]҃@8u@8s +6?Gz?GsFXT?zG|"ZFXT?QR?F:$E2_@0Aߜ@Q=ƻF?QR@F@5L@464@55;m#@3[$@22.?Ϳ w@FXT@ μvpDq@5A^GsT2@ XuRF?QCrq@Y@F@9Wꇍ@9I@9'@9*@8KC??5nd-EQ&J@’wA+Ȉ@P-;F@1o@F@(9FL@( +t4@(ьb@(z@(ٲh?333333?%E+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ@ ? 2#D0ti@2K6HAZ=d/v@ 4F?#x @Y@F@8ˈd@9$& 5x@9lPukl@8Y-~@8D @?3333345$DE&בy@w.@ 7gD^sr@{BA` T.@ ,]*F?"`B@Y@F@9pWJ@9`a@9}$L@9Tk@8k@!7DƸ_Zބ(@IQ`AU/@!+@AF?$'@Y@F@82zLݹ@8:Ͷ@8.c@8cX@8Z@zG|?fl8E^Xx/c@#ANI@}1`FF@#@F@'M @(ddf/@(`4 +@(/:@(ۺ>Xf@333334g(E~[V@ƦċAS/]@HF@ׯd9@F@&n׀V@'6.@&9@''<&@'Cv@ffffff?_fDV__@!)(vA`$X5@ + 0dF?ͳ|@Y@F@9߮@9rJ@9yVpU @8g)#ȕ@8{W_އ@ j0DɔΪx@¿좃AX%0x^ @ QF? +=B@Y@F@8XWL@8?@8֊@8oWT@8T8'#@ͿN{^DT@S7AA`l@ FF? @Y@F@8&)@8Ěe@9"ޖg?@80gQ@8CNo?=p +>@9mFXT?0jE3n@V _A[=@6MlF@ #@F@,`zf@, +Zw@, +@+ۼ+@+}*?fffffg?1ESJwL@QAW! @i57F?ffffff@F@3|1@2f@2Ru^@1E@1 }y@?|+ KDWS@Y@F@8¹v/@93~K@9~k@9x @9yw%im?ZCEo@3/@#hAǵ`@?Qs?F?z?@F@+@+ל_@+u@+B/ϔ@+Hի?(\*@9mFXT??tE(W(@wtW0DAWr@dF?@F@6m@4n(@5+V@3RE@2ݓ??ZEb@qÄn @8F?@F@,޲@,*B]@,~<@,v]@+>Z??(ɭE\D^ U@B?Q5A;t!@wWF?@F@2]{ˎ@13@2Uӑ_,@1/<.@0@j?zG{?=4_E܁^j@gA۔@k;mF?zG{@F@*R @*@*?@*o@*,O;?333334?钛L$EC 3_@3AZT@C `F?333333@F@4p@3IZ#@4^]@2yQw@1GP@?،Dg}e@\GATԆc9@!UW[V6F?d=@Y@F@9b2@9T,v@9i:Ns@9'huB@8Nꊜ@ffffff? PAG E7@.N>A@d)ZF@e@F@'{?p x@(De7@(u9@(ƛ_@) mp??ɨlEtQ9 @@BAT&@` F?@F@0 Ԋ@0O)W@0R@0hI@/Q!?333334?%Do@gAomA@F?333333@F@:ubY@7D@91M@6Sm@5me@?C4~Dhu@"AZS4g@ mF?걅H@Y@F@81@9$:@9r9@8[} @8s*?Q? LE2:>+@Ɩ v2AɀTd@*DF?Q@F@*A@*zb@*=5@*5Sm@*,<9K?\(¿ +@JuE ` P@@]Az{3U@%ނF@MfY@F@+SN 4@+G5+@+W:@+F[Ep@+GvE1@333334?|EI@+Au A`i@\q F@0Dki@F@(݈>@(7e@( p ?@(c;ي@))Q@?TDׇ@ -4A^bm{$@ U_rF?r(@Y@F@8ަiq@8s\:@9[9@8"͋=@8xY+UN@Ζs.E4 y@(WAѠY?z@*ϻF@T~@F@('@) @(Ź@)7h@)@@??R7E I@1nmAC )@ؒF?@F@/} z@/#-k@/@.Nr@.!teW@(Dy?@dA]kD\"@ m](F?|o'=\@Y@F@8ɶN@8F@9LH/@82@8wcY?9وEE5b@ͷXANL@gfF?@F@/4@/wCh@0!5@.Ou@.]pX@?ffffff=_E t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$?ᙙ;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`?Q?iEQݥ2@þAշ>@x!v+F?Q@F@+::@+^,@+F@+Fw@+1&@ sH\D'q@~zA`)4A@ '0\%F?/e@Y@F@9u}U@9cB;P@9+!+@9bYl@8 +??hj8ED m@Bh WAǮ` @,'pF?9櫛$@F@+˛]:7@+ЛCh@+S=Q +@+k!w@+Bk?Q?5f/Dd@NA4@6"=F?Q@F@?59q@:5&a6@r@8kP@8tg@8^?333333?4hoE -uL@y:Aa7@f0KYF?wpy@Y@F@5e14g@6e(<4@6RuN@6d*&@6|31\@ *fuDצ@@޷A];^@ rCJMF?\ @Y@F@9>6Dn@9> +@9*@89!^@8uF@ffffff?#a`DsF@m@OA_F|@ @\|F?妋@Y@F@8O@8Q @9iul@8 +@8y ??0?DEq׿`@a&A@F?@F@0Hy@0z^W{@1ձQ@0/lw#x@/^rb?\(?׈lAWE )t# @P%nqANQ'@[7sSF?\(@F@7{@5-kh*@6,\Wl@4g@(r@3h.j;-@ ?Z$4YDܠk#@r=AXZY @ !!F?1P@Y@F@9IN@9fr H@9Ȧg@9,vO@8?zG|?俐D8FXT@?^ +$D/i@@N)AUwU@!/9(׫F?X' @Y@F@9Qձ@9Y)@9t?d@9'P3\@85?񙙙?s8Eᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu?Q?҃OEB\v@hߝyԹAex@1}F?Q@F@.@-tF @F)AQY`@tF@Ls@F@#H^_@$;@$UO8@$@$}[{?333334OIL@Do@gAomA@F?333333@F@:ubY@7D@91M@6Sm@5me?Gz?¹9_iIFXT?\(ÿfo@EGΰQ@_!Aګ +Wm@F?*k7@F@59@3JB@4pf@2#sy@1N;?(\*?"ɿYEE~O@`0AG E@YF?(\)@F@,=@6U#@67@6p񤚊@6W2ҫ@?TD< 68@)jA]]@ nBkF? +(w@Y@F@8ȜzuA@8e@9K؝s@8Xᚮn@8wۛ? +=p ʖ\0FXT@ @Ef5@JaA2GP05@oYF@ 8ͦ@F@$LuV@%=@ǽ@%k:=@%N\e@%w1] @ 333333+}eVE6 N4@iA*zN@ 25EF@6]-@F@$1^T@% f@$L@%*m[@%=Q ?(\*@9mFXT@?RcDEaGc@ȴt_A:@sDvF@@F@)X$W)@)9ܹ7@)>+@*;@*"({NZ?\(5 EVx)@lvAOv @bF?\(@F@3WE@2#TtL@3)V@1# @0וE@ 333333?:EE$p@˞vAznxW@Tٜ(F@ S=FZ@F@%tbg@&9-@&oNN@&؆Te@&T??Pw +`Eo-@AȬw@<; PRF?:%@F@*>>@+Ag@+D-@+&C@+@mK??Ep>+S@c|vArI@+N GF?@F@0Q1@0G'6@1!,(}@0Ha@/t@ õF!(@PjA1+S@w<|F@`ω@F@#pPC@%!@$&8Ԡ@%.oY@%e-@vlD*.@HA[nN@ OF??Ҟ@Y@F@9F@9t!@9E6@9&Au@灺F?Q@F@8M56B@5$CF@6sт@41xy@2%? +=p uԳEI.*@SA;>@F@ +]u@F@+`od@+&^@+y]@*_'/@*YT??БFGJ3[@KB"B@u[?<~F?@F@'#@"P:6@%l+@!Ժ+h@ Ay[s@Q?^|ߐEG9& @$4nA'Qa@|WqF@]|@F@(u=C@)%;3@)}@);h@*Xx?QyW}D{:@,SU^uA.7@YeF?Q@F@:IK@7NF@9|[KW@6F@5"L@?HL'DC@ % WAUj@!;yjF?X@Y@F@9(@9Ws@9Glg@9'@8G*@333333?I* )EѺeg@pr³HAJ'wQ@$(*F@>@F@(o't@)i @)x 0@)|4G@)u 1? +=pJKNE(^Q@q9^AD}@6F? +=p@F@9+@6?[%"@7( @4O>@3$h?=p +>?߂61EǾZ"@"AԔj;@y肽F?=p +=@F@)c6@)C am@)6jC@)I@)SsW{>@\(ÿj E _b@Im'A?pSM@Q4qF@D*@F@)N4@)o@)m8@)|"@*'-@V??GZxE\BQd@]ILXAkZ@֎7F?@F@-F@ RuE@F@%u:G@&@%vP'@&*2@&EQ@ XcDͫhjU@ÐpqAWp7r@ z0jF?]ce@Y@F@7ۤ@8tpo@8[i>@8V]z@8B(?333333zF΀F) O9@)Q\BoU&?/WpF?ၭv6@F@ (/ +@! I@! 78 +6@!$S@ ?޸QO4PE " E@[A*@ÊF?޸Q@F@;;0Uh@7-fO7d@9*#=@5Fi@3p_J@ 333333J-EJY&f@q2ҙAHжQM@нF@&ر@F@$ct@%H @%ѩ@%X?@%?y@q@?6EONf@Akd@*|F@|_@F@)3 @*[%n@*44RC@*l@^i@*p@@aBn E$Xl]g@uȦE`TQ@0EOA$V@sF?Gz@F@2LIrt<@1s@2q| @1No @0t6?O? +=p ?MT EYn@#Po"AgoJ@F? +=p +@F@+K*O@+v@+@+jA@+a? +=p @9mFXT?QRSEX@9AK@E^F?QR@F@9}vl@6 ltĺ@8_YP׋@5e^,@4>? +=p'Eo'f@f@_A.('ė@qF? +=p@F@/qg@/68!@/G@.Ȕ`@..zI5S?QR:VE06@6{ lAǮT@q"ҵF?I[W~@F@0Mm@/ B@0?b21@.'w@.7D?ffffff?noE t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$?\(?ˆe[XEVx)@lvAOv @bF?\(@F@3WE@2#TtL@3)V@1# @0וE?zG|?u/FXT?fffffg\qȢET@yvA {sD'@ZÎF?oDM@F@2THw@2ek[_@2"5n<@1Ns@1tҜ@?333333?3]@E8\|@ n݇(Aln@wF?333333@F@78=@4m') @6 ̒@3 8@2DnɅ??ގo@Eu D@áA@@+j@{f}WF?@F@+9%W@+{on@+qe@+!ۂ{@+*F[??nhEq׿`@a&A@F?@F@0Hy@0z^W{@1ձQ@0/lw#x@/^rb@#u DdN]@76AYE@ GF?cA [@Y@F@8(|^@8*NV@8O@8psL@8Oӱ??`l0D5@7]Q(fAa ќ@ˢ%1F?'76@Y@F@7%A@@7|@7~@7vy@7vA8$?_{ȟ:E4Y@wZAȭ)/@1ρF?@F@,jw`=@,,N>V0@,W"nf@,!@, 箬?333333?FjvE+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ@ VlD̵"f@9AVW:9@! H!F?fWx-@Y@F@7@8/n%@8*o@2S@1i}@? tBlEpA"@̤I2A=D}!@2m4_F@@F@'׉i@)2#>@(BH@)Km>@)j'd@,. 3]Ek҇ߏ:@}V8߮A49P@FvF?IHU'@F@0c0@09n@0߭A@0Xz@0C Ui?(\*3$#EdETs@zAs4o@&F?(\)@F@2,S9X*p@16ٌeD@26Fq@0֪9@07̴&? +=p +[CE"@Ka:nAAfI@ lX)F?TͷX@F@-&@-Qa*@.+r*@-Xە@,^??% bE Qb8@(>;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`?ffffff?z8dD"@sn AaC'3@]NF?M@Y@F@7~ #<@820m@8yK~2@8oQ\@7(7@333334jJ8F 8p@@&'AK%y@ } T;F@#O?@F@!\Tϐ@"7H@"I69@"+lT @"I6I?陙oMTEY%z@]XvA‹[@k +:F?陙@F@3aҡ@1o!@20ʦ@1e@0KO??:}ņE[+|@J0eAFUH@~DF?@F@2sB@1i~@2fS:?A@1;T.<@0v?`?ffffff?kJaD(E t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$@?ʷx ZD<@ w@},F? *}?@F@2t $+e@1Ρل@2g"@1;ط@0!NG?̿Eq׿`@a&A@F?@F@0Hy@0z^W{@1ձQ@0/lw#x@/^rb?333334aE&בy@w.g @*@){~x@iT}VD6ouV@SOAS"{@!cCF?`L8@Y@F@8 6خ@8v +@8A(`@8E4i@8,R?=p +=EסFXT?p +=p?eFXT?(\*ѪpQ`EdETs@zAs4o@&F?(\)@F@2,S9X*p@16ٌeD@26Fq@0֪9@07̴&?Q?' EKd @ AƥH@uθF?Q@F@.-@.Tԁ@.s@-G@-İԨ@tPETDZ{@5DđA]n@ m\fF?x^ @Y@F@8fs@8u@9Lz޲@8| @8wB +@ffffff3I xDf@e}o^A_QU'4@ ?`)m` F?wkP@Y@F@84@8@9j@ @89N@8yg@ j8SD l1@kA^N|L@ WF?Zx@Y@F@9X@9J0 @9oP@9s'@8?Ϳٮ8,Eb@qÄn @8F?@F@,޲@,*B]@,~<@,v]@+>Z@oaE)1fU@ mEMA܉T @hgǓ]dF@ܘ@F@&tm@'j[-@'M$k@'vњD@''y?333333?A<܇E+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ?zG|< +SFXT?ffffff- EJcu@ cAX^@IJF?ffffff@F@5"ĹZ@3 {C@4S{>*o@2S@1i}?\(?TBAEGΰQ@_!Aګ +Wm@"F?\(@F@5R@3J#~@4%1P@2צ3J@1V?333333?䗈BE8\|@ n݇(Aln@wF?333333@F@78=@4m') @6 ̒@3 8@2DnɅ@ͿфaۦHE҈(W$f@)A)5Ti@ȅsF@]@F@)c,@*# .@*em@*2dD@*TkG?陙? EY%z@]XvA‹[@k +:F?陙@F@3aҡ@1o!@20ʦ@1e@0KO?zG?6:FXT? +=p ?.=FXT@ ?+FJ@m@7A]q]T@G3F@ @F@$X8@& =6@%zovo@&' Jԅ@&g&P?@ ? DS@<$AY_Z@ IڼF?@Y@F@8C@9@9q-Z@8= @8N?0wFx&[@Q28B-a`?xPKF?D;@F@$@p&@"/@# @!k$ѝ@ ^1`?\([?' ++ZEqS2 @AĆc"Fg@djUF?\(\@F@1]_@0@1%4+@0)ĮE@/hbrrf@ ?R\DNJuI'@Q܂AXBT@ Jd+XxF?vF@Y@F@8*+@9ZR@9nAcѽ@9' ^sx@8>L 1?dEE5b@ͷXANL@gfF?@F@/4@/wCh@0!5@.Ou@.]pX@?p +=p;&KeFXT?zG|rRD*'j@^AScUt@xyF?zG{@F@:(:7@7Tf@8㢪@6wl0e@5@3r(?ͿpP6E¤ORmY@yt޴AƵҹ@Ba)(F?rz$@F@/ 44@/Z u,@06RgC@/ *@.]O{7?޸QCR)E " E@[A*@ÊF?޸Q@F@;;0Uh@7-fO7d@9*#=@5Fi@3p_J@ AD͌\A@ÇJAWy*@ rhF?R~Rv@Y@F@7@8t.@86]@8WW ˫@8B=6-E?ffffff?&ƋE t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$?Q?lEDF@~!Aѿ=)@b{`F?Q@F@*T׈-@*Ch@*N7rE@*A +G5@*Z?Q?k}Eh!Ч@AHMS@*BF?Q@F@1Ӝ`F+@0z@1T&@0!@0 +٬?=p +=?m˳ FXT?=p +=?IWE{]@aG,gAʑũ @CF?=p +=@F@*#g:K:@**o@2S@1i}?333334Tj>EC1,$@LAaKQ@w0oF?8$4@F@4Dmt@3)@4'1^@2yQX@1uLH@ ?8 D'`iJ@MDRA] @ v'"F?0#@Y@F@99\y@9@#=x)@#ұ?(\*? HD୍_J5@IDAtAӂc@"#~F?(\)@F@g @*@){~x@ +i80D ~~@ +[AT*iRI@!b97D 6F?Z'(b@Y@F@7w@8Z@8A> @8X**p@8yjƮ@?`8~18D.ɘ@8⧅o6A^Dfw!@ XUF?Y5;O@Y@F@84;@8jDر@9YW@8j}R@8x;+i[?GzVE$ <ΝE@hA?6@HB F?Gz@F@7"5j@4oD}0Y@6EIp@4*k^@33OV?Q?s2EQݥ2@ÕˮA\:T@"D;F?טة@F@+|@+,+q@+y+)@+,@+sP? +=pWkF0 Eo'f@f@_A.('ė@qF? +=p@F@/qg@/68!@/G@.Ȕ`@..zI5S?ffffff<ѼE>|~@.AƱi Ў@ɈF?EEo@F@.O@.s#@/QLR@.̀v@- &pB@׿C4XD @aEE+AVC@!հR&tF?o5@Y@F@8Nc@8,QYA@8HV@8zkP@8dO^C?333333rPP?E+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ??B ^E~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<?fffffgP[E)6c(@ԣQbA@,y5?333333c/lPE)F@Q=eAݗ@oEPF?@F@-ξM@-5;x@. +0gNY@-Jdn/@,?陙?&?pg2EY%z@]XvA‹[@k +:F?陙@F@3aҡ@1o!@20ʦ@1e@0KO??w݄DI@ÑAa￀X@[1;F?U5Q@Y@F@70,d@7@7{ݡ@7 +J@7u*8?(\*9Ve8-D୍_J5@IDAtAӂc@"#~F?(\)@F@@F@.r<*@.#ۓ@.9@-9D@-\I(z@)nS2DS@GA]$@ gfNJF?: +@Y@F@9E/Ƶ@9|Ȧ@:%!4@9Nh7$ @8Q*?=p +=?ʇ%FXT?QRvFXT?׮zGU땪GFXT?/OiSE~յ@ºZ\Aȓޯ95@E_QmF?L_8.@F@+ݑ@+@+@+ɽJw_@+„ ?\(?qLEp]/@ `A3'4@5S0 F?\(@F@/Q@.{6@/)g@. '@./K?ffffffG +EJcu@ cAX^@IJF?ffffff@F@5"ĹZ@3 {C@4S{>*o@2S@1i}??5%C8EZ@AxA:=@, F?@F@/ZNt@/@0*Ei@/^@.y$)8@?ľqGDhʗ@B@ ?Q![E&d4@Ц ,Ad@9F@ @F@&%Qi7@'KE9@']r@'ܦ"n@(.4@ۙLD  +@9ټATq@!GzncOF?m\@Y@F@8 =RF@8@80p@80vHR@8x??<`ƶ` E\D^ U@B?Q5A;t!@wWF?@F@2]{ˎ@13@2Uӑ_,@1/<.@0@j@?#dܙ|Df@%M"j?QR.6ET@gdkehAruc@@ `F?76@F@/ď@/hc@0,$ @/N@.[(m3?Gz/rFXT?У +=pҚ<E@;zAh5@@C{F?У +=p@F@8K$@6z@7J2@5J:g @45L@pcYTFkiR@Z*A@@j1~F@S.{=@F@"uzML@#k +-@#?Ɋ3@$ {bn@$QDK?ffffffڧ#, E(@j/z=AHQ@e#F?Չ7KƧ@F@/7@0_D>%@0*@1m_@1Add?333333?DYzE̸4@ Aڟ\6X@ 'F?333333@F@.+en͔L@-ե0 @.Vuwؚ@- n@-0#z#c@?;0Dhu@"AZS4g@ mF?걅H@Y@F@81@9$:@9r9@8[} @8s*?\(ÿᡟ@D\+E@+A <,@eJa6zF?\(@F@9S +@7$D@8@6I]X@5Jn +@ffffff얛Y(D_E2k&5@`|bA_W0+@ >߰4F?Б}kf@Y@F@8p3U@8ÍU@9j+]@8bKp@8yusq?Q?odEp"ِ@͗EAPb/@{jF?Q@F@1=@0yy@1P<@0F56@/OC@?F +dPE@ҏY'A}QmX@E9eF@V}@F@$Z+)2'@&?hOu@%MS9@&A޳4@&EH? +=p ?b>EYn@#Po"AgoJ@F? +=p +@F@+K*O@+v@+@+jA@+a?ͿjEQ&J@OA!i@S4F?_'@F@(.&E t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$@ 333333?$3 @EJY&f@o}A3w8 e@t8/F@SP@F@$84񃬺@$ @$ˍ@$0*@% +@,;?QR?"wEJPh}y@+m$AxЮ@̰F?QR@F@7 +@5BN{{ @65a@4z֘@3y4|m-@?)5%C8EGpl@ʵ @)zHYP@)?ffffff?棂KhE +E?@/U߈A9m&@ErF?ffffff@F@+ +/@+?޸QbXabzE.W +@5|LA\c"@k ]!F?޸Q@F@6Y@4VO*@5E Qp@3帧[@2ʧC?Gz:-FXT@ ?/qTD@hE3A[ Dٯ@ %YF?R~Rw@Y@F@9 \aS@9*\\@9!@8}hx@8 R?zG|ƚ>Elfc@A]A+%A@ک"wF?zG{@F@8"'}8fo@5t@7%w @4㶔r@3sk?ͿhFXT? +=p ?< +hFXT@ uDcA=@`cL%A`?@ #B|F?}OB@Y@F@9Jxz@9e @9*w@9 X;\@8=? +=p :-FXT?GzH\OXFXT?5 E Y8dߡ@yfATdD@W=F?+@F@0*@/#M?@0F-s|@/;ITK>@.Yʃ?333334?У2EC 3_@3AZT@C `F?333333@F@4p@3IZ#@4^]@2yQw@1GP@jmvD>)F =@ĸ[AU~f V?@!7vӈh&F?7T@Y@F@7㪽zk@8kj@8Rg@8i @8[F@3333336AE-k~sL@jۏMA*j@2JT(QF@}c-@F@(V @)Wn6"@)P;{@)%@)K@ + +=p?EG@̟?GzE$ <ΝE@hA?6@HB F?Gz@F@7"5j@4oD}0Y@6EIp@4*k^@33OV??<@E~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<?񙙙?E;ʓH/@ +oAի@,\F?񙙙@F@/s@/z )@/ҷ{@.W-?H@."ߋI??ސE/Y@I̷Aߛ @s n!F?@F@-YS@-@.?e@-^;dr@- lU[?p +=p?]W.FXT?ݰ]T0Ek3]6m@HAs5@=|F?b@ CQB?F?ڐ@Y@F@8@8m"@9g@s@8N`w@8y[.j?陙O`EY%z@]XvA‹[@5\F?OJI@F@3c:@12%@2w[ @1dE@0??>zFGJ3[@KB"B@u[?<~F?@F@'#@"P:6@%l+@!Ժ+h@ Ay[s@?&vD`aF@۩AVU@!F?fxd@9]X=@9)iRǃ@9(w@8ﴚK? +=p yqFXT?\(?+šE-@AwAf4:@Αg:MF?\(@F@7Vws@5h=T@6#6@4~[@3Mяz{?\(ÿ+O E-@AwAf4:@Αg:MF?\(@F@7Vws@5h=T@6#6@4~[@3Mяz{?陙?.hEbKHP@TcA}Ӫ:@aԜýF?陙@F@1孧#\@1?i@1b@0c]@0g,=c??eQE5ZÌ@C1 Aħf,o@ٳ8F?@F@/DBC|@/_O@0e@.z@.R4p_e? +=p*( 8EUmRԨ@[> lY%A1K.@^f}YF? +=p@F@3rS@2>X\@3Ks@1T@0V? +=p ?n(/0FXT?陙?gIzEb*8@v$PAjR@S@X}dF?AF@F@1@16֫@1Ci@0b@0\v?j EO@oQPAmLFXT?Q :EKd @ AƥH@uθF?Q@F@.-@.Tԁ@.s@-G@-İԨ?(\)FXT??nGnEý0@i=gAӿ.2@3F?@F@)sP@)sxp$@).*u@)߷w?@)q@EWzEʛ@ɩ~[Aᨩ +@zF@ szN@F@$*{ @%;7M@%k@%ɷ@&)$o ?Ϳ _hEtQ9 @@BAT&@` F?@F@0 Ԋ@0O)W@0R@0hI@/Q!?ffffff?0?DE t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$?ffffff)ĖTE +E?@/U߈A9m&@ErF?ffffff@F@+ +/@+@6e _.@6RG,9@6dX!@6{h? +=p @9mFXT@ ̿ģFdHa@7}_QAW辪@݄D_F@Â/@F@#@$`)pW@$9,@% +}f@%C>yI@zG|?EyE^Xx/c@;ANӨ9@Ro|F@zG{@F@'F@(| a@( s@(΁GD|@)T,K?fffffg?X@Ec@X"AX9⣀@Ȏc5F?ffffff@F@7v@5|)@6oUy=@4?jC@3_W?333333ܥ&SEd 9v*@sAƦsl@,#F?9L@F@.F@.3 %+@..WG@- 5ȉB@-n +^!܊? +=p @9mFXT?̿1ϊE I@1nmAC )@ؒF?@F@/} z@/#-k@/@.Nr@.!teW?陙?Z28Eb*8@*A7@Y F?陙@F@1XzIr@14[lP @1<@0# B|o@0^+A[?333334s2guECnp@JǁA/h@vF?7z&@F@4~o`Y@3D@4@2yh@1 #7?1=EIeǕw@%fAq%a@9&QF?6fI@F@3@4&x!@4Ved@4G"#@4ԅK?񙙙3}v=Eᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu@ ? u@E̻+@ՁAj@j-mBF@ @F@&?]U@'ZEs@'Y96g@'IT@(O?QVYE@P A1u@}1IF?Q@F@./&P@-2)@.^~@-jm@-,TO@ffffff?󏪊xDQ@zA_'P>@ CQB?F?ڐ@Y@F@8@8m"@9g@s@8N`w@8y[.j@6}ERt]G@S-A~F\@TaF?ҽD">@F@2SòR@1[@2J\l&^@1V=3@1k@?$Zo,D^ @g}`AW/ +@!R\,F?r @Y@F@9;p@9av/@9R^@9*O4@8A;@333333?<$lEѺعw@_lLA̫s5@%y-F@333333@F@(Z]'@)HU@)raYY@)ɇ@*# ?ٙh~E!D@r,-}AdȰY@ò4%F?٦^W@F@7afDv@5NDf@6{3v֒@4Sۇ^@3WϮJ??dvE[+|@J0eAFUH@~DF?@F@2sB@1i~@2fS:?A@1;T.<@0v?`@?Ttǰ,Dhu@"AZS4g@ mF?걅H@Y@F@81@9$:@9r9@8[} @8s*@ FD2j@{DM.{AWm8@! iF?Il-@Y@F@8 +@86?@8޻,@8mYC@8W)j?ə?eEE,@YeUA9Μ@8{=kOF?ə@F@9RM^@6̄@89Ma@5e<@4օQ?陙4IrEbPD$l@zaaAC@_KF?鱅~Y3@F@1Dh@1?@1Q@0+$6@0f~tg??kE~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<?QR?>E2_@0Aߜ@Q=ƻF?QR@F@5L@464@55;m#@3[$@22.?=p +>?HԜEǾZ"@"AԔj;@y肽F?=p +=@F@)c6@)C am@)6jC@)I@)SsW{>? +=p?*uEUmRԨ@[> lY%A1K.@^f}YF? +=p@F@3rS@2>X\@3Ks@1T@0V?޸Q?rVE " E@[A*@ÊF?޸Q@F@;;0Uh@7-fO7d@9*#=@5Fi@3p_J?ffffff?5xnE>|~@&ӻ:A˴z>@ǪE;F?ffffff@F@.Nz @.qs"@/ n#b@.qXb@-^?ٙMdE!D@wcAYb@EF?ٙϊo@F@7`oTN@5Y 3@6zH-@4S#@3W^!w?333333Eil'U@|9WLA±4Tx@?ݣF?L>@F@.޺@.3oG@.[i@-wF3@-l}h#?Q?L}EDF@~!Aѿ=)@b{`F?Q@F@*T׈-@*Ch@*N7rE@*A +G5@*@8CY@ %؜4DA@8bέA_H_lm@ @5R 2F?*@Y@F@9r(c@9UD"@9I@9 /.@8*V D?QRОiHET@tAE{@%XF?xx@F@/@\ @/.P@00Ji@/[ɔ0@.S[?QR?mFXT@ )DCOb'@h׋AW{@ ?k8dF?Ms@Y@F@8W"v@8Åe.@8ٛD@8֤>@8|kLtq|@ ? pE|D 2T@p[PAX @ 嘹F?k @Y@F@8Z0@9l<@9l,R@8Vf4X@8DȢ@?L,Ewe@Av`AP͒@81F?h`M@F@6}@43@5Ѷ\X@3`O@2?GzH CqmFXT??SNRYEB^@MR{AK$~@qF?@F@6Bd@3hI3@5"&@2EEt@1V.\`?zGdؘwEr$@P~Aġ1a@VF?zG@F@0t,`@0qq@1sæ@0M +c @/R]?\(;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`?zG?Er$@P~Aġ1a@VF?zG@F@0t,`@0qq@1sæ@0M +c @/R]??Ԅ}N%hD4@7H-Aapb @3%F?(M@Y@F@7%8@7y+p2@7wÑ@7t @7vAX ? +=p +?'E%k@ʕ>IAYl @9"@>ddF?@F@,,ܩ(M@,CY@,'ބ@, +Ṭ_@,"?fffffghyEd\@X"AXj/N@ȄlF?fmc @F@71o]@5|#@6h9y@48@3#*?Gz@9mFXT??H tsD\h\0@*"AaWK=@tF?D">@Y@F@7'@:@7mø@7nd5@7@7v28@ ?|{LpDŐ堃1@ rAW@ rPF?)I@Y@F@8D=?r@8lS@8|y~7@88@8sI?(\*~rD୍_J5@IDAtAӂc@"#~F?(\)@F@@3$h?333333? E+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ?3333346YEC 3_@3AZT@C `F?333333@F@4p@3IZ#@4^]@2yQw@1GP?p +=p?V~1FXT?\(?,VE}@pDžXA#@ӮF?\(@F@,axDW@,#"Sľ@,N8ΐ@,o@,(?zG{@9mFXT@ ~`D,:j@¡#AWC-@ `F?{J#9@Y@F@8#P\@8tt@8@8}=R@8btMO$?p +=p?wjEّo@ŜiAX1@[SF?p +=q@F@)7J@*bD<@*IH=@*m@*@S @ 3ŧeDe@Z\%!AWt@ vEF?쬯0@Y@F@88*ȳ@8U~@8?@8AbB@8nԂBg)@1eDNEʛ@t4A@tF@ J›@F@$8ֱ9@%*,EC @%V@%4 )@&Y*?(\)?aEuձ@WA=?Un@ݩF?(\)@F@-c*,|@-\Lڗ@-+#@-%9T`@,V?̿PEQ&J@UdA<(t@%_(eF@bw\@F@(ч}@(LB@(zad@(5.@(w??SJZ`E I@1nmAC )@ؒF?@F@/} z@/#-k@/@.Nr@.!teW?\g/E\D^ U@B?Q5A;t!@wWF?@F@2]{ˎ@13@2Uӑ_,@1/<.@0@j@?1u'hF@}8ACc5 @/^WF@@F@#]р1@$ʃ@@$׾@%tR@%lSc%?Q0N E#.}@YIlAMYE@"F?Q@F@8qm̶*@5A@7o8~@5&Vګf@4S?Q?F0D{:@,SU^uA.7@YeF?Q@F@:IK@7NF@9|[KW@6F@5"L??WEf&@oH!AFG@eZF?@F@,_݇@,Qh&@,u @,H\SE@,=?fffffg?ԝYERނ`B@ָoÇA1O@uFF?wBV@F@-I(@,ˇ,@,Q@,ɚ-n@,~+@*;@*"({NZ?(\*M<EE~O@`0AG E@YF?(\)@F@C@D4@7H-Aapb @3%F?(M@Y@F@7%8@7y+p2@7wÑ@7t @7vAX ?Q?߆<*,Ep"ِ@͗EAPb/@{jF?Q@F@1=@0yy@1P<@0F56@/OC@2*Eʛ@ɜxAs@hbiF@ *@F@$b@%`@j@%5@%I@&&4VD?3333332|PЀE+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ@}?uD a@ܤA^i$@ UayF?#̍@Y@F@84bA@8tb@9[Rf@8IG@8x_{?333333-F킸wS@?T0ARX@8` F?Z1'@F@+r@.J@. +@..@/\=?ͿٿE{1@YFAzAI2.z@.QF? Uu}Z@F@/7@/*u@/鍖Js@.R҆9@.!J.(??߯L2HFXT? +=p E(^Q@q9^AD}@6F? +=p@F@9+@6?[%"@7( @4O>@3$h??6OTECw;J@44J7AD~7@*rF?@F@+uL[@+`@+󓝪^@+g5'@+_TM4?(\)?dcE??dM)ED.@2bAI +bT@,嶨F?4ebZh@F@+jjۨ@+'@+^Ӕ}@+fc@+x?\(@9mFXT??UX@D4@7H-Aapb @3%F?(M@Y@F@7%8@7y+p2@7wÑ@7t @7vAX ?QR*`/.EX@9AK@E^F?QR@F@9}vl@6 ltĺ@8_YP׋@5e^,@4>@zE菏>@/AQYi@5 +xvWF@2)c@F@& Q@&*#@&UЩo@&;+@'qڍ@ +ffffff?sE쨹}?@8PAG[*@ 'ӼF@ +fyt9@F@& c@(4@' Ɯ@(SV1@(K]?\(?8E!TWP@ÒxAx7,@́6F?Vѝ@F@+X4*x^@+l++@+o#@+oۜwA@+x:?QRf~FXT@?cxD{䶂@ZNA]I_,o}@ p.bF?瞭Ր@Y@F@9?UN5@9? )@95@8blS>@8쐥7z@?{*(XD< 68@)jA]]@ nBkF? +(w@Y@F@8ȜzuA@8e@9K؝s@8Xᚮn@8wۛ? +=p ?ꭻFXT?Ӂ e&E~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<?p +=p?݁q{StXFXT?333333?}P& E+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ@?޷pPEǢ#@/8A'@š-F@070#@F@)eĹ-@*&G(@S@)}[k@*7{ B@*^w@?6{APD<Ͻ@N6bgZA\@ <+F?iY_a@Y@F@9,@+@97E;V@9׼@8[@8#?QRХ¾E2_@0Aߜ@Q=ƻF?QR@F@5L@464@55;m#@3[$@22.??a%E1H6@aVٝA*hA@Y8ڨF?@F@6N:v@4!O@5VIL9 Q@3tD@2As??lhfE~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<?\(\?ޔ]!E(@y Aү^([4@\$F?\(\@F@)WglD:@)PZu/@)*}@)Rv@)s\8??aةE\BQd@]ILXAkZ@֎7F?@F@-@T'YAn 3!@ [0hF? >@Y@F@3w":@46}\@4y@4y-@4԰E*?? +6Esgr@nA؂?@43F?.'@F@(@(o=IC@(. pC@(9Y@(ѲMo?mnEUzjq@5r~E22@0A߀@@QC, (F?QR@F@5]n)P@4@55>2@H@3\-p@2ˠA?ffffff?i-+EwC`@v !AA& @Қ-F?#^}@F@,~39yq@,@&/]a@,l>A@,1~(qV@,{_t?ffffff?C E>|~@R<~oAƆA,٩@C(W&F?6$$w@F@.ū,C@.r$UU@/q@.@-#Y@?ZRklDhu@"AZS4g@ mF?걅H@Y@F@81@9$:@9r9@8[} @8s*?333334?*׫zE&בy@w.Z??ђE/Y@H~s +A+_Z0@F? !@F@-6wW@-E@. n-@-^>W@- T@ ̿tCeTdFdHa@#B AA4[@) F@KIi@F@#6}p@#Ǭ$@#Է@$mL}@$$O^?׮zG?T(ԫpFXT@eE}@U*ٰA#@|$'F@p^ }@F@%w :@&XVV@&%o:@&h6M@&dW@Z<2Dg_@mBA]Lv @ epF?ﲫ@Y@F@83 #@8|@9&4P@8"a@8c{a"|? +=p?E|E(^Q@q9^AD}@6F? +=p@F@9+@6?[%"@7( @4O>@3$h?333334?|,Eoy@vj&_AvЧ@Ś5F?333333@F@8I9p@5Hh"@7J/ZA4@5K#@3Ώs&?zG|?%^YE@ &@.sA7HU7@F?zG{@F@6Rd(@3Ң ո@5Pcd@3=@1oP?333334?W'E^","@FEAǕؼE@ JGF?333333@F@-ˤ@3@-K@-%x@-G@,h?p +=p\}ZFXT?fffffg?ghESJwL@QAW! @i57F?ffffff@F@3|1@2f@2Ru^@1E@1 }y?ffffff?GڀЋD"@sn AaC'3@]NF?M@Y@F@7~ #<@820m@8yK~2@8oQ\@7(7?333334?ً$EC 3_@3AZT@C `F?333333@F@4p@3IZ#@4^]@2yQw@1GP?GzGXE`TQ@0EOA$V@sF?Gz@F@2LIrt<@1s@2q| @1No @0t6?O? QiPE0+@x2Ai@=zF?Ҥ #@F@+Et@+W@+@+XY@+M%?zG|?#|)]0FXT?p +=p 7FXT@j51TDva +@œ0LuAT B0@!b.scF?Zc @Y@F@7yO@8Ko@8T1@8uV\@8lak-@?l'm EHT|@9J&vAнN @IF@ F(}@F@'GuU@(۝@(S7ǵ@(8wYS@(T=? +=p?oJݡEo'f@f@_A.('ė@qF? +=p@F@/qg@/68!@/G@.Ȕ`@..zI5S?333333ۛ0YPE+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ?333333?M@ IuDV@B@A_ѐTw@ 35F? pϿ@Y@F@9a @9\$n@9n|1@9$`?@8pb?Ϳ;E(I]@ui|A6@SvF?EQeM@F@6#@4@5B0)@3[v,@2+&I?Q,Ep"ِ@͗EAPb/@GTʉF?!laR@F@1>'C@0@1Pwl@0EY;S@/S&?#FXT? +=p YM +@FXT?zG?)~"E}$7D@ gA z`w@;F?zG@F@,pA@,Yլ|ܭ@,y@,OAM@,@}y? +=p ?&oVpFXT?^qXEV@e7i2bAt}cf@<6F?%灄@F@3 Pc@4Gs|@3ྚ#@4/B@4gc5?? >bEUK@flAǣ>"@>ddF?@F@,,ܩ(M@,CY@,'ބ@, +Ṭ_@,"?=p +=$htFXT@?ADȡvU&7@RuAUbt@!C1F?5@Y@F@87@8gd3@8ӦE@89{&@8~`U@333333ՋVKz?У +=p?SrE@;zAh5@@C{F?У +=p@F@8K$@6z@7J2@5J:g @45L@[]DQ"@ZMA]g{@ n +gF?uMU@Y@F@8iB@8d@9L}M@8Q\@8w؄?ᙙbvgE:pj@(LPA]@)fF?᜞@F@5Q9' @3@@4J@2`r @2/?=p +=?vp@E[Ž@ؠlAƚP@5agF?—@F@.@.Z@. @.VH@-Y̻@?%}bExg@uA8s@X%F@ l&k@F@&h;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`?fffffg@6ESP1@nqVnA<5w@axF?fes@F@3h@2?3(@2J}@1}6T@1 )VH?333333?R?obEa@(ѨA*@τjcF?x}oZ+@F@27@1w{9@2V6 +X@1I'/@0dG@@\(?nWEЯ ()@ %# An*@m}BF@\(@F@(^$x@(Ť@(vȦp@(w{@(Ի"@?>FwvDcVYX@?!AZY<)@ κZF?ꫴNP@Y@F@8%f}@9$dE@9뱈4@8q?~I@8?(\)@9mFXT@n^DDTG@o/!-AU2 ұ@!@ AF?h]k;@Y@F@7AL~@8l@8OD@8z@8kjj?p +=prbFXT?333334E$ E!V. @XAǞ:5) @ģF?T^|@F@->@-0o@.0{;@-Lμ%@,0?333333FD\b@ jU_A\s;@!F?333333@F@?PWK@:O1G@<@ @8k?n @5%vR?333333@9mFXT?Q?j${VFXT?\(\? ăiE(@y Aү^([4@\$F?\(\@F@)WglD:@)PZu/@)*}@)Rv@)s\8?陙%E@EY%z@]XvA‹[@ +JF?<[{@F@3dij0@1={@2!@1dbj@0۳?zG|?lDElfc@A]A+%A@ک"wF?zG{@F@8"'}8fo@5t@7%w @4㶔r@3sk?(\) Euձ@vADŽ@9LvF?۾W@F@-jd@-]$H@-@RW:@-$bHX@,Xό2?333333l `F0_)@*&yAaw5L@܉F?< #@F@ T$s%@"DR@!1g@"`璜Z@"~k??”{E1hʑ@*CA[ ѷ@CF?+@F@,Ux^v @,.d)*@,M1B@,'*@, -P??¦E4Y@wZAȭ)/@1ρF?@F@,jw`=@,,N>V0@,W"nf@,!@, 箬@333334,=2F 8p@@e AEi @bF@*{ԍ@F@!۷@#c'+@#bD@#?Hg @#}~U??X$$EtQ9 @@BAT&@` F?@F@0 Ԋ@0O)W@0R@0hI@/Q!?QOZ E#@ӛAɿ@h|]F?)^ @F@.~~@.g@/ @. ɞ@-D?p +=p? FXT?񙙙?p`Eᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu@M,W8EJ4@mmaA.z@<+"NF@('.o@F@*%.@*ۚI0@*uV]œ@*Y/&@*TQ@ffffff +DHV[@QA`0@ )gAxF?\(@Y@F@9 9@9 R@9z)@8@8{rw?Q?@I#TE1pIzg@>&Au@灺F?Q@F@8M56B@5$CF@6sт@41xy@2%? +=p ?' FXT@?W4D`aF@۩AVU@!F?fxd@9]X=@9)iRǃ@9(w@8ﴚK@?в]8EHT|@@8.Az*@XXwF@g٘* @F@'MM1J@(?\o@(\ @(1R@(ne+?ᙙ?0XE/Il@u؂A.:@OF?ᙙ@F@8To@5W) 4@7&S@4_|(@2{U@?:ElװD.ɘ@8⧅o6A^Dfw!@ XUF?Y5;O@Y@F@84;@8jDر@9YW@8j}R@8x;+i[@7DÏ+&=6[@AAY]P=@ }ZF?^)@Y@F@8h7"4@8LD1@9Ol|@8ٙ!յ@8l8@?> ]xEs$@+GAu6W@6?1F@H@F@(gyQ1@(I8kƑ@(@)~5@)/ F@?􂉰FDcVYX@?!AZY<)@ κZF?ꫴNP@Y@F@8%f}@9$dE@9뱈4@8q?~I@8?(\)sE{@UlAɣ%kY@#F?ؤ; 5@F@-W6g$@-:*N@-q/jh@,O@,{?݌<[ZEHg@CQA@ebNF?@F@*QsU@*A-~p@*#>g @*@){~x??l1DEug6c@)C0AɜW@|/F?@F@*E@+.@*cvQ@+4S@+.K?@+FGJ3[@KB"B@u[?<~F?@F@'#@"P:6@%l+@!Ժ+h@ Ay[s@ ŕ1@D;i@ +A_3B@ 6y= kF?A0O@Y@F@9|?@9ZV@9 }D@9s+$@8f "??kgECw;J@44J7AD~7@*rF?@F@+uL[@+`@+󓝪^@+g5'@+_TM4@ffffff?~csDV__@!)(vA`$X5@ + 0dF?ͳ|@Y@F@9߮@9rJ@9yVpU @8g)#ȕ@8{W_އ? +=p + +ݮ=zENG9`@:AԶr@D{F? +=p +@F@4ȡ6@2_@4}@2 XA@1CYլG?Q?zYYhE#.}@YIlAMYE@"F?Q@F@8qm̶*@5A@7o8~@5&Vګf@4S?(\)@9mFXT?333333Ҍ TE8\|@ n݇(Aln@wF?333333@F@78=@4m') @6 ̒@3 8@2DnɅ?̿kEpAmB@YY<9AÅRp@("F?.,>@F@1!J Oc@0;@1?9r@0DP3Ő@/[?QR@9mFXT?zG?/XuiE?\z@3ޛA{}A>@4F?zG@F@,`1w@,XF@,п=@,~ݿ@,_F6@Q?V\EGBrv@2Bd,@ ?lWD@xAX2z@ HlF?B@Y@F@8!~@9 @9eC4c@89@8P G?ͿיͥSE=H@j?fAB@E |F?z-7@F@/!`@/T@0/](@/Br@.k'@ffffff?S$`nHE/aƉ@}^?JAH}k)3@ЃF@Ne@F@%P 0@%2g@%año@%.K@%J?ᙙZ#FXT@?X?IPEwe@zg/A4o@lEsχF@ͯJ@F@'ooBra@(@V@( Sfޱ@(Lt)@(c1 +@?vDEť!@D At}zf?@ڹ @F@ wl@F@&%@&m Jr@&U1@&sׯv@&ML?333334GE&בy@vhUK=A}@@qF?4|lb)@F@8H՞!L@57G@7Inm@5:@3"_(@ȖmD[@Ab!#@IlF?ߡ@Y@F@7-3kxU@8+)Ru@8}o@7 @7B@ffffff?cJa DQ@zA_'P>@ CQB?F?ڐ@Y@F@8@8m"@9g@s@8N`w@8y[.j?zG|?@8vK@8i~v@8DϏGx@2; +Dv<@!+:A\R9@ 1 =F?^_0X@Y@F@9r1@9U#@:6X@9D[z@8jN@ ?nt!@Y@F@8-\FYR@8R.@8N|@8 @8""?ffffff?钛L$EJcu@ cAX^@IJF?ffffff@F@5"ĹZ@3 {C@4S{>*o@2S@1i}@( +LDgL>.@ċ[AWmɹr@! +XF?Cf@Y@F@8x@8Mg\@8>oK @8 @8g? +=peI~E 5])@Z6UA E@İvF? +=p@F@/W9@/BkN?@0}@.Ǡw@.8Y?=p +=?S*ØFXT? +=p +|!Q\ENG9`@:AԶr@D{F? +=p +@F@4ȡ6@2_@4}@2 XA@1CYլG@ ?7FKj@yτjA "9$@BU:yXF@8C@F@$7@%@%04@&q:P@&Mt-?QohEƋ1 @H7{Aɇ?@"RkeF?7%@F@.ʚ5?y@.s}v/@/5;vT@.^ , @-f1`R?QR?E @Š8+ӛA˟4 +@Ma +F?xZ%@F@+l3@+VUh@+iy|`@+S@h@+Pc?Ϳl1FEK>b_@F[Aߑk@L5LF?Ѣ#@F@3=K@2LIc6@3d@2]@1byD??L%+Eý0@i=gAӿ.2@3F?@F@)sP@)sxp$@).*u@)߷w?@)q?\(??zD\+E@+A <,@eJa6zF?\(@F@9S +@7$D@8@6I]X@5Jn +@Q?j&E5@˯Ih1AϢt?ha@?\F@Q@F@'|@)'@(䙰T@)6d,K@)oժ+?zG|H 1FXT?\(ÿGXE-@AwAf4:@Αg:MF?\(@F@7Vws@5h=T@6#6@4~[@3Mяz{@̿,$5.FIIgq@j7cGA +@KKF@;@F@""ӣ@$#6@#]C%@$>Y@$ɸvr?(\)I>pE[ƼĄ@K: AȄϺo@>OIF?(\)@F@-<D{@,؅@-=Q;@,B0;@,|W­?ͿsHnE/(@?CAŀ@i[F?f'|F@F@/GJ.@/B9u@04z!@/r@.bt63@TSZEGp@Z-uXAT0i,o+@Xb5bF@n<@F@'+ +I@'q@'aN@' +@'Sq?GzH'FXT?\(?njHEGΰQ@_!Aګ +Wm@"F?\(@F@5R@3J#~@4%1P@2צ3J@1V@ +ffffff=5&F7@.sA 4@GgU F@,]N@F@#:c@$szL?@$KkW?M6@$Rsy@$:b.٩@NK"0D^@NHgAX5"EO @ DڰF?nD@Y@F@83ȶ3@80@8cL@8fg e@8MlB??y{txEZ@AxA:=@, F?@F@/ZNt@/@0*Ei@/^@.y$)8? +=p YՐDFXT??2FGJ3[@KB"B@u[?<~F?@F@'#@"P:6@%l+@!Ժ+h@ Ay[s@ +ffffff?uXE쨹}?@ +dAє`@ 1VrF@ 60"z@F@&AV@()(K@'Hs @(G\XQ@()xqW?iEe=@:sAz5@֠9F? @F@,V%@,/s!@,B}>@,j@+ݢ*@ ᚘ6d +DR%f@{DM.{AV}P@! <6F?g@Y@F@8e@86@8W'Ob@8oѯU$@8Zc:s?̿īë@Eq׿`@a&A@F?@F@0Hy@0z^W{@1ձQ@0/lw#x@/^rb@zG?]>E7%h%@hߢfAq@syBF@zG@F@&$7Ǽ@(]@'@(_Yō@(\3?sE@)@<%[FA5@o 8F?up@F@,L1@,U@,7^?`_@+77@+suž?333334?}vEA[$@& ;IAYoBG@yF?333333@F@.taΙ@.!q\!@.LO@-]} -@-hp?ᙙ?0՛E/Il@u؂A.:@OF?ᙙ@F@8To@5W) 4@7&S@4_|(@2{U?GzHئHAlFXT?Q?kA'p'dFXT@P}Eq@mvAqO@fp1F@+ͻ@F@&2hV@&4rH@&H @&rerB@'Cx@ *H@DD!V@11zHAaf 8_@ٸdF?j򐫴@Y@F@9C\Ҽ@9B#@: '@90j'c@8E'?(\*?oZD୍_J5@IDAtAӂc@"#~F?(\)@F@"S@%mdc@ ߤk~OIF?(\)@F@-<D{@,؅@-=Q;@,B0;@,|W­@ffffff?D yDN^٧@-OA`.@ *b{EF?%@Y@F@9(@9 @9yҚ/@8ǜUk0s@8{gv[??RK@E\BQd@W6(A/֨@DF?櫛#U@F@-<aW@,G@-9 +@,?%v@,@ "2=D%DJ@Ӓ^A^)ʗ @ Nm[F?76f@Y@F@9bX주@9NNf@9Ol@9h@89V2@?cci D /غ@#C.A^_g=@ VLzwF?戤~@Y@F@8] y@8gě@9[~)@8@8xUq-E?333333d:E(E+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ?QRdFXT?333333ttEa@(ѨA*@%gF?<$Ts@F@2hr@1w{K@2V]@1M*Q@0d,?ͿhEq=cB@J$IAT@ |\F?#@F@0!,@0z?>)7@1)M@0.0ϻo@/@Ϳ$EnVo@ù``A2@]ZF@V@F@%NB@%@%N@%X@%O2b??`ZEUK@flAǣ>"@>ddF?@F@,,ܩ(M@,CY@,'ބ@, +Ṭ_@,"? +=p TFXT?̿ ߤ}Eq׿`@a&A@F?@F@0Hy@0z^W{@1ձQ@0/lw#x@/^rb@ IKDTR˝@jdA_/>@ 82F?[BE@Y@F@9z^@9Y-(@9u@9CY@8zP@ e DE]>@p #A`sEz@ YHF?2 E@Y@F@9b`@9yvhx@: <@9&бT@8],m??E\D^ U@B?Q5A;t!@wWF?@F@2]{ˎ@13@2Uӑ_,@1/<.@0@j@ ?4Ԍ9DXCG@1ɜ4AXD|@ F?`:@Y@F@8 /`@8[t@8g@8j{Q1@8Q)Ƙ?޸Q0N E " E@[A*@ÊF?޸Q@F@;;0Uh@7-fO7d@9*#=@5Fi@3p_J@?Љg:F?E!墪@AZŭ@z_F@QL"B@F@""M@$EpF@#h?@$f l$W@$2B%??t;(E4Y@wZAȭ)/@1ρF?@F@,jw`=@,,N>V0@,W"nf@,!@, 箬?̿ +7b1tE(W(@wtW0DAWr@dF?@F@6m@4n(@5+V@3RE@2ݓ@D v@ RT AUQv y@!0*3fTF?5Xy>@Y@F@8e +x@8ϟ@8j?zG|TrpElfc@A]A+%A@ک"wF?zG{@F@8"'}8fo@5t@7%w @4㶔r@3sk??88Eý0@i=gAӿ.2@3F?@F@)sP@)sxp$@).*u@)߷w?@)q?QR?B`E2_@0Aߜ@Q=ƻF?QR@F@5L@464@55;m#@3[$@22.@ O [DMR1@JAaUH@T.F?zd@Y@F@9|@9(Z7@:F@9/#9JO@8-F=?zG|j#FXT@(6AEe=e@f*9SA)@M2B\sF?.]\@F@1${s@14[@1F sБ@0NRdp@0>,@ ͿwpFt#@6_'A]@ d@ƢF@? 9d@F@#f#8@$aZ@$E@@%]B :g@%0!{?񙙙? NEᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu?GzH?M~% FXT?zG|1Z3EnK“@kMoA-fա,@=88F@*!j@F@-&:(@,ӑke@-Xɺ@,kP—@,(^'K@ m&E׈-b@TAlp~@ݥzF@;N@F@)Լ=@) @) )3@)ݴ+@)??\z:oE[+|@ @YA1;5}@{춳F?%Dc@F@2yV}_P@1"=@2iz@1<P $K@0cЧ?̿1#E(W(@wtW0DAWr@dF?@F@6m@4n(@5+V@3RE@2ݓ?GzH+Ѱ$FXT?333334V50 +xE'2׃@ufmA% @3FF?7UlC:@F@8I.O@5Ua=@7IIn@5:Q#@3R?333333QXE 5hI@p2dAlK@uЀF?ӝ;D=@Y@F@4`"[@5] +(@5L$!wv@5[d@5r9;=? +=p ?_ +EX@\8~AY֚Y@l^F? +=p +@F@+m@+{-@+Ϊû@+}XZ@+spd*,?̿{^$E(W(@wtW0DAWr@dF?@F@6m@4n(@5+V@3RE@2ݓ?\([rQ@EqS2 @AĆc"Fg@djUF?\(\@F@1]_@0@1%4+@0)ĮE@/hbrrf?\(\?-FE(@y Aү^([4@\$F?\(\@F@)WglD:@)PZu/@)*}@)Rv@)s\8?Gz?ȀFXT@fffffg`)U@E 3ƃ@ɴ6G\A׍_Z?У +=pE_KE@;zAh5@@C{F?У +=p@F@8K$@6z@7J2@5J:g @45L?(\*?EtĤ@$HA 0,@"ЫF?(\)@F@9 F@6v@7BRdr@5N /@4?333333љ%wE+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ@?ë L@D@qQATU|@!VF?jJL@Y@F@9|^T@9Ti@9 %3,@9'r[IЬ@8X?QR~۫QxE22@0A߀@@QC, (F?QR@F@5]n)P@4@55>2@H@3\-p@2ˠA?GzHgv,FXT?Ql Eh!Ч@AHMS@*BF?Q@F@1Ӝ`F+@0z@1T&@0!@0 +٬??԰OIF?(\)@F@-<D{@,؅@-=Q;@,B0;@,|W­@?y>hlE~TG$@VAq*:#@>J2F@@F@*oץk@*Q>@*m +@*˦:@*fh?zG|ESD*'j@^AScUt@xyF?zG{@F@:(:7@7Tf@8㢪@6wl0e@5@3r(?@9mFXT?\(ÿ;D\+E@+A <,@eJa6zF?\(@F@9S +@7$D@8@6I]X@5Jn +?333333?HPEOKgb@ʍ?A=\;@8%F?333333@F@.Ɗ@.2}H@.ۿ3;@-EI@-uw_M?Gz F FXT@Ӂ%7׸D~Ls9@!A^$@ K{F?)r\>@Y@F@9|-@9Ьf@:=,@9Y8@8/?ʓE @,>BA:v,+@MΦF@;~@F@+" #@* 14@+İ^@*̬O@*q?QR? +,EX@9AK@E^F?QR@F@9}vl@6 ltĺ@8_YP׋@5e^,@4>?GzBr-bFXT?!ڜ]EZNK@LNnAvl0P@19F?п[W>@F@2݊s! +@3Z@3V3.@4/@4:}1??߲:XHE\BQd@]ILXAkZ@֎7F?@F@-Eh!Ч@AHMS@*BF?Q@F@1Ӝ`F+@0z@1T&@0!@0 +٬@&$nES2@mAyd@~qF?c +Sy@F@14@1ġz@2 ꀬ@1a.@1m\@?48Dbby@ۣ8AZYKWp@ ]F?6z@Y@F@8e^@9$O\@9@8r@8 +?p +=pRu*\FXT??1dE1H6@aVٝA*hA@Y8ڨF?@F@6N:v@4!O@5VIL9 Q@3tD@2As?yv`7EPn)@ɂ0Ar e@.mF?!ZS@F@3V@4_>@4* ,@4w"e @4~Z@DU3Eq@Ķe[ Aߺ[mitw@/],a3nF@]=ȸk@F@&r=@'7@@'TW@'@{@'O70@ +DxrYo@ ]Y+AX.^@ onF?a(9-@Y@F@8,}U3>@8N] @8[47@8zK9@8[#pEW)@JK{Aa~@ۼ)%F?Q@F@,d`y@+M,U@,cq@@+TZ[@+u^''@?9kPDV@,(@A^Sb44@ WqYdF?攅]r@Y@F@8S=D@8w@9ZFz))@8a&]i@8xIse??Gza1딄FXT?(\*+z(EE~O@`0AG E@YF?(\)@F@@3$h@ffffff+LN.*DLla,K@ĭA`]_@ *=F?ŬGG@Y@F@9(@9 -|:j@9yF@8Ǩɴ@8{kCE@ffffff/9E#Mw@˥?v AҨK@YF@ +@1Hw@F@'H߂ka@(hu#@(-+@(* 7@( u??XE|e@_¬4:aA"I3@BF?@F@0$f;@/礄-@0[qA@/b4O@"@.q? +=p?4 0E(^Q@q9^AD}@6F? +=p@F@9+@6?[%"@7( @4O>@3$h@ =Dc!Q@[]JA`.S@ gbF?PܜM@Y@F@9`-*@9w_*@: 01@9%;'P@8Z4@ffffff?UENdj.@DxAВl@*F@ffffff@F@'F@(sgܥU@(~=m@(A?s@)e@ iDE @Ig'A_0 $@ Bvj9XF?#@Y@F@9oź/@9TC7@9DY @9 Vk@8弦X?333334Y?ECڗvDy@FE AQ<6@ YOF?6xbm@F@4pE.@3n;4@4e?Z@2y|@1%ǜ?%x,2RE59 @:{:Am϶}!@&F?)m@Y@F@3,]@4@4T@4xE &@4Ǟ?p +=p?va"Eّo@ŜiAX1@[SF?p +=q@F@)7J@*bD<@*IH=@*m@*@S ??ǛkA@E|e@_¬4:aA"I3@BF?@F@0$f;@/礄-@0[qA@/b4O@"@.q?=p +>?HLl EǾZ"@"AԔj;@y肽F?=p +=@F@)c6@)C am@)6jC@)I@)SsW{>?GzsFCFXT?񙙙?i&/Eᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu?QR?ۼG:7JXFXT??ѦE\D^ U@B?Q5A;t!@wWF?@F@2]{ˎ@13@2Uӑ_,@1/<.@0@j@ ?rZ(FK|p@̐HOA;Z @:Q'F@ýYC@F@$4@%̆ +r@%l\K@%t@&`?Gz?^gFXT@byqBE菏>@I]Ї5Al^[1@3p F@M'q@F@& *@&@&KF'<@&4n @'j: +@??(qE柦URk@$SA3?K@d8e,F@@F@&!+@'sK@'? 0*@'C醩@'w䯧?Ϳӣ"8E Qb8@(>;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`?(\)d2FXT@\UDT@A]h:@ mF?@Y@F@8tQM@8&Ȑ@9L h@8=q@8w~:@ܬ8DɌE@?ΑAU+ެ#@!@8F?o]U@Y@F@8nhit@8uf@8ʒ%L@8֋2G@8w9 @?ŕo@D< 68@)jA]]@ nBkF? +(w@Y@F@8ȜzuA@8e@9K؝s@8Xᚮn@8wۛ?GzH?oJݡFXT@333334Ͱ&EnE~[V@_ˇeA PO?@86K;F@"@F@&?Ngs@&Wxfk@&M@6N@&Yp#@&Zv"O/?GzH?P߯E=%.@Ғ!}Amt@F?j@F@/@@ @.hS@/R@.}i͏#@-"i@>e#DǼtJ@sQҢEAUL@!3RF?Q@Y@F@8%&T@8j@8vfğ@8؅@8||a?ffffff?!B)EwC`@{WqA1ʔ@UF?ffffff@F@,~L^@,@:@,lj@,2 @,n= @ffffff?ԤpܯDQ@zA_'P>@ CQB?F?ڐ@Y@F@8@8m"@9g@s@8N`w@8y[.j?(\)?ePEE +E?@/U߈A9m&@ErF?ffffff@F@+ +/@+|~@&ӻ:A˴z>@ǪE;F?ffffff@F@.Nz @.qs"@/ n#b@.qXb@-^?333334TE&בy@w.C??ۉZFGJ3[@KB"B@u[?<~F?@F@'#@"P:6@%l+@!Ժ+h@ Ay[s?У +=p5HE@;zAh5@@C{F?У +=p@F@8K$@6z@7J2@5J:g @45L@/$DMd>@x YnAXK36@ %`F?C,zx@Y@F@8(Do~@8Iuk@8W*@8u$@8VhYJ?Ϳr +yEg_.=m{@I`ol7Aë`ӿ@u:F?@F@1<.@1_~@1hD@0X6h9@04]MZB?zG|r h?hD*'j@^AScUt@xyF?zG{@F@:(:7@7Tf@8㢪@6wl0e@5@3r(@zG|?FwE^Xx/c@;ANӨ9@Ro|F@zG{@F@'F@(| a@( s@(΁GD|@)T,K?zG|gMDXFXT?ffffff8)(E t@@ԏ!C A @BF?ffffff@F@+Ä@+;߭B@+@+fk1@*u$?QR?3FXT?333334?R#h~EBte@SJA| @Bs&F?333333@F@4{,FX@3 kNP@4 +M.t@2"d@1?C? +=p]A E(^Q@q9^AD}@6F? +=p@F@9+@6?[%"@7( @4O>@3$h?QRۄ$^E2_@0Aߜ@Q=ƻF?QR@F@5L@464@55;m#@3[$@22.@рD=@!`A[~M5@ +F?w{@Y@F@9u|8@9.z@9Yd@8 <@8A?񙙙?\Eᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu@p +=qdBYpE,TO@ô9ACmnU@g̶F@{8OҦ+@F@&(<ǒ@&_`C1 @&M%@&d5<@&k nb "?zG|(QFXT?GzH@9mFXT?(\)?"8E%'o@/?3F@ֈ7q@F@$@wq@$Qō @$+>u@%~@%#=Ԡ?p +=pG.  EBSU@ĉ9YA?_ w@`R@3$h?GzH?FXT?QR@9mFXT@?*kHEGI*e @D^V0Ạ|&'@8CܝF@@F@("zO@)F-@)pg >G@) \.߽@)E?̿E I@1nmAC )@ؒF?@F@/} z@/#-k@/@.Nr@.!teW@ 333333?i֌E$p@˨(.A۵2{@ToRF@ 333333@F@%hW6@&LM@&q_c@&|@&?ٙ ǻ;E!3K|@y,mA`H@t6>F?ٙ} @@F@7^P0@5:m@6yP@4RUg@3V` To?=p +=Vx*FFXT?\(?k¦0 E-@AwAf4:@Αg:MF?\(@F@7Vws@5h=T@6#6@4~[@3Mяz{?QCR)E#.}@YIlAMYE@"F?Q@F@8qm̶*@5A@7o8~@5&Vګf@4S@?2DFS@K t(EAVG7@!WF?jOv`@Y@F@9,h@9]E3p@9 J/@9(q6@85?333333P\KFE+3`@FS9AȮx<Ņ@vIGF?333333@F@-R@-G4<@-nZSu@- 5@,'7ķ@333333}8[zF@Ĩ; @F@"|@#|o@#C)t@#_U@#=>W?Gz@9mFXT?Q:Ep"ِ@͗EAPb/@{jF?Q@F@1=@0yy@1P<@0F56@/OC?GzH?;&E=FCbW@AŐ_ +@ +woF?GzH@F@/=$;]@.s\u@/Q:6@.v)l@-?񙙙? +Eᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu?(\*1Q.EdETs@zAs4o@&F?(\)@F@2,S9X*p@16ٌeD@26Fq@0֪9@07̴&@3333347Ln23E~[V@ƚ"JA1%@F%6'F@*V@F@&mM@'ʤs,@&0<@'$@'@|o?zG|?ѠԉpE@ &@.sA7HU7@F?zG{@F@6Rd(@3Ң ո@5Pcd@3=@1oP?zG| +ݮ=zElfc@A]A+%A@ک"wF?zG{@F@8"'}8fo@5t@7%w @4㶔r@3sk@tjF(c!䰼@ѠկbA͗W@]:F@xW@F@!FL@"'_0@"Lz@#,]@#qW)/5?ͿXFEb@qÄn @8F?@F@,޲@,*B]@,~<@,v]@+>Z?񙙙&y7(Eᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu@ ?饰#EDrg-@'ͧAWb z@!>F?ڤ+@Y@F@99v@9aMo8X@9bo|@9*BF@8؛?̿(E I@1nmAC )@ؒF?@F@/} z@/#-k@/@.Nr@.!teW??߯L2HE Qb8@(>;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`@ +DTW@w{>AWY\@ 9gF?쩨g@Y@F@80[} @8^Z7$@8ܸ@8$:@8jb?\(?Ep]/@ `A3'4@5S0 F?\(@F@/Q@.{6@/)g@. '@./K?=p +=?6E{]@aG,gAʑũ @CF?=p +=@F@*#g:K:@*A +@)N W,?fffffg0 +pКFXT?zG|ڪ#KXEB|@ͦsA@_SF?,>@F@-Оa @-{9@- @-@)s@,FԸ@2>B)EpUL@3{AfnH~@@ENF?.r/@F@0O ȋ@2^eC@1߫@23(@2n&?zG|lj}KɀE@ &@.sA7HU7@ZF?<:C@F@6R @3ҙs=p@5Pj@32.@1]k@?my{txEGpl@ʵ @)zHYP@)?陙@9mFXT@?ꉰMhD.ɘ@8⧅o6A^Dfw!@ XUF?Y5;O@Y@F@84;@8jDر@9YW@8j}R@8x;+i[?ffffff?"$Es.@åʰ:fAMض6 ?@7T bwF?ffffff@F@+f{FC@+V]@+b@+X9*@+/@ffffff?ӹmk#{pDQ@zA_'P>@ CQB?F?ڐ@Y@F@8@8m"@9g@s@8N`w@8y[.j@?aED<@ w;5Aʚܨ1@W{7F?@F@,㨾@,c["D@,t]DU@,>@>u@, qP`@ ?N3 4D"zlh@(H%AY)@ +F?t}^_1@Y@F@8YX@9/F @9wf@8˾@8@?"+8Eș*F@N Aַ@r$RN1F@4L{@F@'(0@(]0?@(9%B(@(i8;@(1;Lo?p +=pʊwFXT?zG?ѨK0FXT?ffffff EJcu@ cAX^@IJF?ffffff@F@5"ĹZ@3 {C@4S{>*o@2S@1i}??[yEZ@AxA:=@, F?@F@/ZNt@/@0*Ei@/^@.y$)8?(\*[x-ѳD୍_J5@IDAtAӂc@"#~F?(\)@F@GE~@5cAI^@@J'F?@F@*]|Ny@*;K?p@*@* +*@)W'<@RЉyDa-6Jv@e6AXBћ#@ Qx,F?뤓ȟ@@Y@F@8:@8>L@8K_@8eE@8eA @QX+CdEt+@YAZ_Q$@bF@çTm?@F@(@)mO/@)Ej.@)}ώ@)m?񙙙REᩌ|@a¯AǫKs5@u/]vTF?񙙙@F@.ET@.:c`&@.IO@-e0x@-aidu?@o^&gE LVVp@*ؠdA Έ@2=F? :;e1@F@8i@6/mpx @7Tb@5^v`@4H > @>]F(c!䰼@~A]P@ LzF@$ř|o@F@ *߷@"o6y@!. b!@",Ue6@"i>+x? +=p @9mFXT?(\)?ѧxFXT@?gEEGpl@ʪ=GAκu;@mZF@_a(@F@(Y'@)b }@), +Zg!@)w l@)g/@?&B[`D5'@6;{A^G@ Xl4F?Y@Y@F@8Pj]@8@O@9YH +@8~/6@8x>^#S?zGAñ?FXT?zpE{@bAeR]@=t6oF?K@F@+ / )@+@{H@+:J=@+Gن@+W"?Q?[L E1pIzg@>&Au@灺F?Q@F@8M56B@5$CF@6sт@41xy@2%?fffffg5Fz+FXT@?^w FD_=@ǪAF|@"LxBF?K]c@Y@F@8¡]+@9Qӊ@9n@9w\r@9xGE \ No newline at end of file diff --git a/Test_Plots/iso_9.20_0.00_02000_m10_IBsingle.fits b/Test_Plots/iso_9.20_0.00_02000_m10_IBsingle.fits new file mode 100755 index 00000000..92163150 --- /dev/null +++ b/Test_Plots/iso_9.20_0.00_02000_m10_IBsingle.fits @@ -0,0 +1,55 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 105 / length of dimension 1 NAXIS2 = 118 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 14 / number of table fields TTYPE1 = 'mass ' TFORM1 = 'D ' TUNIT1 = 'solMass ' TTYPE2 = 'L ' TFORM2 = 'D ' TUNIT2 = 'W ' TTYPE3 = 'Teff ' TFORM3 = 'D ' TUNIT3 = 'K ' TTYPE4 = 'R ' TFORM4 = 'D ' TUNIT4 = 'm ' TTYPE5 = 'logg ' TFORM5 = 'D ' TUNIT5 = '' TTYPE6 = 'isWR ' TFORM6 = 'L ' TTYPE7 = 'mass_current' TFORM7 = 'D ' TUNIT7 = 'solMass ' TTYPE8 = 'phase ' TFORM8 = 'D ' TTYPE9 = 'source ' TFORM9 = 'K ' TTYPE10 = 'm_ubv_U ' TFORM10 = 'D ' TTYPE11 = 'm_ubv_V ' TFORM11 = 'D ' TTYPE12 = 'm_ubv_B ' TFORM12 = 'D ' TTYPE13 = 'm_ubv_R ' TFORM13 = 'D ' TTYPE14 = 'm_ubv_I ' TFORM14 = 'D ' REDLAW = 'N09 ' ATMFUNC = 'get_merged_atmosphere' EVOMODEL= 'BPASS ' LOGAGE = 9.199999999999999 AKS = 0.0 DISTANCE= 2000 METAL_IN= -1.0 HIERARCH METAL_ACT = -1.0 WAVEMIN = 3000 WAVEMAX = 52000 END ? +=p +D@ |Akcvg@0yXF? +=p +@@:Bx@7Fr.@8`{.@6a&$@5;??zGD`E@߿;7Aae@d)F?m8Y@Y@@7@Z@7O4O@8&ix@7EcB@7&sG@ De5@|:~AW4+I+@!x[ҋF? xF]@Y@@92MI&@9_(S@9>L@9)"ꬍ@8Bi? +=pE!6@װ:&Aη} @ CF? +=p@@)@)5mw@)4Z@)& Ǐ@([e?(\)E+{%@w2*iA+=lx@V\OF?(\)@@-ڨf@,nG@-oj9@,{(5@,>k?QRE6 @TAE|^@ \F?QR@@*oRQ@*Dp\@*iqm@)V!@)b٭?=p +=Ei8LK@I,UA?.[@N6UF?=p +=@@1Fϗ@0w\@1rYyu@0#`P@0! +x?陙Efd6N@قc]A?. +{@\R7]F?陙@@1t7W@0p@11i@0#x@0$?E9@A|2;@F?@@*@*Pj(q9@*6]@** +y@) +v@ffffffDȁX@v/VA`o@ )|7F?W@Y@@8:H?Z@8tS@8ǵn@8B&H@8 Y6@DI=@KAM@" ShFF?Nʖ@Y@@87%=@9`XA@9/@9EB @95 ?333333EFL*D@T!.ޣAq^@CF?333333@@47ܛ@2V@3ē @2K2V@1XԄ?GzElw@@_A4@:]F?Gz@@1<@0@1H:@0l^&8@0M?QEYN@}=V5A`?R.@=F?Q@@+'@+){~@+e4*@+ *@*7.u@DUf @"xTA`kٮ@ pF?4j@Y@@8B="!u@8xtD@8tʼn@8Dk̀ +@8 =?񙙙EXyؿ@0! =AY@AF?񙙙@@.>@.Ohi@.rkK@-@-tOWQ?\(E=c@x@h3HA@*UHFF?\(@@, +|dG@+'Ve@,gռ@+8y@+t+?zG{Di@įm^?AaGqŦ@$_F?VϪ@Y@@6sw@7nJ0@7LH4@7ULmL@7G\Z? +=pE艦42@Y_ύ=Ao)(@$1 F? +=p@@/UvAhw@.od@/:@.=@-Rc?\(\E!Q@9ÃKSA*ϕ@DŷYF?\(\@@+ 6<@*mU2@+ (}@* Qf@*qj !@D=*@rWA`b@ *2F?% @Y@@8>~x@8ŭ̓@9hb^@8;{@8B0ab2?p +=qE+Ö~a@"6ظ¦A6^@AujF?p +=q@@6+^i@4V–@5ܚp@3˔{`@2,۾,@DYb@AU΅*@!1(3csF?k΅3@Y@@9x^h@9X G@93W$@9'C7)@8P%? +=p +EZ'@PqAjZyOf!@1jWF? +=p +@@2VB=²@1@2YiWS@1=~~@0\b@333333D-ς@,A\ @ y F?-V@Y@@9!a @92@9H@8`Q4@8Ġ$.?QRE\U;=@)&KAŋIܬ@f0F?QR@@/L@/8BZD@/nbr@.ĔM@.)J @ffffffD-{'@;KAO!@!#F?z@Y@@8,/@9[R@9=ԙ@9?=ׁ@9+De.?GzHEzc1@eB2wU@/WF?Ai;yS@@(T%@&c@@( 6g@%Cw.+@$b;>b@333333Dz2.j@.lAZBP^@ QF?\¹N@Y@@8 =8@9$D@9V@8ɦ3@8rW? +=pE @%& AFv@[siF? +=p@@-0B;@,ӞV3@-8 @,C@,^ +bt?޸QE03c@%A!eh@(çBF?޸Q@@6kK%@4S1&U@5K'T@3+䣶@2$S@D:o1V@uAS@!n-bY F?n~@Y@@8s'@9S%q8@9,Ik(@9(vP1@8 H4?QE|3x/4@(́FA_b;@xlF?Q@@0.Xz }@/Yy@0e{@/m @.?x@DnLt~n@|FARG߾A@! ?>F?񷟩~+@Y@@8L(@9S(Ql @9C`r@9.5經@9 xws@ffffffD ·7@ۧ'AUkFq@!?MF?@c^J@Y@@9 FT@9VS@9a{@9'\@8Ɉ ?\(EK'0@PۀAƍJ}@/&F?\(@@/6M@.;@@/sGb:@.XD-f@-ˍ[A?QREa[1@Ժ;PA'uݛ@~g`]F?QR@@1T'@1Jh^Y@1%[t@0z)@0y=?/?333333E-]@J@ Awm@n&BF?333333@@-;(@-=@-5)L@-'0@,h&@ +ffffffD,rx@xEAXYp@ =I\F?K@Y@@8>l@9OC@9nK@8sҀ@8 ?GzE8( \Pa@4[AȎI@r%JF?Gz@@-]J-@-o k@-zw@-,lR=@,ӎ*?ffffffE@~gTA9]ʋzU@X'2F?ffffff@@+q;@+[@+ye@+?uf@+2/@333333D j@Ǎ$RqtALj릮h@"!F?ʖ@Y@@8 +@9dЬ@9V}m@9L)Wݘ|@9>'@ D+@$fAY/[Yuy@ /YF?cHj@Y@@85@9%̧@9rz4@8e +=@87f.?GzE0*\#@VxAa1nl@@F?LA@Y@@4X.@5=M} @5bF@5cK@5ϣ?zGD&ez@4gRAa-\`@/F?B@Y@@8EBkd@8yc?@8ϥ^ @8EL @8 n?\(F)/:@{i EB0Τ~@Y@@8ւKv@9V&Qh@9SK@95\ܸ{@9sxOa@Dq)@h@"r<sF?$5in@Y@@8sE"@9u2@9et2@9s@9sYv@Dhd4@Y-ʶAZTOJ9@ u%_F?갳d@Y@@8-BQg@9$ˣnJ@9l @8^L8@8AӨ?QDPl@4IgAa޻R@bF?6;%@Y@@5a?@6 p@6O #.@6K@6U?QEQf9@cáA6<@π F?Q@@3)}t@2*"N@2Вi@1 $@1)>@D@F*rA]g^xg޶@ n[F?^_0@Y@@8dM"@8y +!@9L eV@8 @8wtl?ffffffDZ\@bAaU'<@/yF?v5B@Y@@7 @83B +@8{V(̶@8 -]x@7Du=?zG{E>dFC@⠾VfAuv^@Fb?F?zG{@@,Oz@,t~)c@,8z@,J1v_@,gj?Ex @Ѭcx A]TK@TxF?@@/3cp@/rbA@0C b@.%U@.Y|]?\(Ec1-\@9r>k_A'sұ@p!ZBF?\(@@1#T@1&.@15@0܌W@0\ie<@DBj3@RׅA\|߻:@ VF?o?R&W@Y@@9,ut-B@97*Ae&@9)LO@88B@8g\&?zGE_ޑ@uAԥNk +@Re F?zG@@*y@*:l@*Ѭۧ@*d}' k@*0m{?F5}E@B~B8Z/Vw?i) kF?a@@(6'kG.@!F@$n`@r1@Y)~@Dc8U6@xUνA[De@ $F?%1@Y@@9 V؛l@@9*M)T@9̥R@8 K@8Wa@ 333333DS2ұ@h'OAXq@ 79F? D@Y@@8٫7@9'aY@9i8,@8FTn@89$@D2g:@jնA^ҽQr@ KVoʔF?Xe,@Y@@8老{@8,;$@9bS)@8M@8x槖?\(E([bt@LRWA)W@x*:F?\(@@.cb3@-Ql7@.0bS@-a`}Rz@,(k?QDj'@3c氒AaP@2F? ٔ[l7@Y@@7&RT_@7|@7Umk@7KJ@7v<6E!@ffffffDz||t@LrA\9@ y~F?!-w2@Y@@8z@8KL @9Etw@8IYW@8wOz#?p +=qD  @C$1Aa0@HF?84֡b@Y@@7;>@7v B@8)|Xo@7ȸ @7̠?QE6~@A,b@j›mF?Q@@-iMI@- r!@-xwA9@,կ+A@,ws@ffffffDѧk@ԝѪtAV֪:ۓ@!$F?p&@Y@@9+ o@9]( p@9U@9(f@8t@ffffffDn@i퓬A_KGW@ ?kF? @Y@@8`X@8n@9j4ѮI@8 @8yR@DG-@[.9@AZ #v@ rms8F?mǣ@Y@@8#J@9"ڪ@9}s@8UV@8 Jl ? +=p +Ez,y\@qM1 AJ @ĬF? +=p +@@+Ti`TB@*)7V@+6촎@*腘@*n=@D6>@1Ij.AYM@ F?뉋.}@Y@@8y1@9Trc@9vP@80@8?E`@L5 AN1@>ʌqF?@@,rde?@,KP@,Ku@,%U2@+OB/@333333Da@mSAT\x^A@!] :F?$@Y@@9߀k@9Tѓn@9C +@9'S@8"?(\)E''w7@C*AT(@YxFF?(\)@@6F@44XA@6E@~d@3/$@3u?(\)Er%іF@玦LTAP@9F?(\)@@0sj@0t @0P2@0+@//"*?\(\E~ |G@}$zcCAwbTz@]F?\(\@@0 ,@/7@0AS@/2l@.OV?p +=qEvy ~@U=AMj@o멠F?p +=q@@0sj1(@04 L@0N@/KRP@/#@ffffffDg@Ǵ%POAF1e@".tF?HӮh^@Y@@8¹Βd>@9pt@9@9xf@9yy,7@D@<`}AP<@!zEF?o]@Y@@8{p /@9XdY&I@9@04<r3@g]F?p +=q@@,Bu@+cx@,07(@+ȹV@+"y?(\)D`Y|E@`/ASAa*'@b]F?E @Y@@6~L:`@73j6@7G6h@7 ' @7ϐ?QD!Y8;@d߽>0AaD`AJz@I'2F?⦵ '@Y@@7|\[@82B[@8y\J@8zD@7*G?zGEynQ@{ +AXagA@!ˑKF?zG@@0O*◮@0@00@/@.R?GzHElrJp5i@TSM]AU0y@ I}F?GzH@@.}@.6@/-@. 3K@-(4@DDױ5@QA]p&@ b>\F?1&x@Y@@8^nu@8J@9S%?@8G "@8wo \ No newline at end of file diff --git a/Test_Plots/iso_9.30_0.00_01000_m10.fits b/Test_Plots/iso_9.30_0.00_01000_m10.fits new file mode 100755 index 00000000..9009333a --- /dev/null +++ b/Test_Plots/iso_9.30_0.00_01000_m10.fits @@ -0,0 +1,359 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 97 / length of dimension 1 NAXIS2 = 1374 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 13 / number of table fields TTYPE1 = 'L ' TFORM1 = 'D ' TUNIT1 = 'W ' TTYPE2 = 'Teff ' TFORM2 = 'D ' TUNIT2 = 'K ' TTYPE3 = 'R ' TFORM3 = 'D ' TUNIT3 = 'm ' TTYPE4 = 'mass ' TFORM4 = 'D ' TUNIT4 = 'solMass ' TTYPE5 = 'logg ' TFORM5 = 'D ' TTYPE6 = 'isWR ' TFORM6 = 'L ' TTYPE7 = 'mass_current' TFORM7 = 'D ' TUNIT7 = 'solMass ' TTYPE8 = 'phase ' TFORM8 = 'D ' TTYPE9 = 'm_ubv_U ' TFORM9 = 'D ' TTYPE10 = 'm_ubv_B ' TFORM10 = 'D ' TTYPE11 = 'm_ubv_V ' TFORM11 = 'D ' TTYPE12 = 'm_ubv_R ' TFORM12 = 'D ' TTYPE13 = 'm_ubv_I ' TFORM13 = 'D ' REDLAW = 'N09 ' ATMFUNC = 'get_merged_atmosphere' EVOMODEL= 'MISTv1 ' LOGAGE = 9.300000000000001 AKS = 0.0 DISTANCE= 1000 METAL_IN= -1.0 HIERARCH METAL_ACT = -0.9761970853273753 WAVEMIN = 3000 WAVEMAX = 52000 END Dg@v* TA + ?/K@B,HF?u@:>@8H2k@7=>t@6O០~@4𧣋WD᥺H@OAy;U#?v@9}zF?ޥj,@:feL@8Uw}t@7'݊@6; (@4q1uDƙBw@L.%AY +;?U \@12LF?UJ@:A[Z_C@8˦@7]˓|@6%%YF@4͔D[I@ԓ¸AnڔP?7:@(jF?Ţ,@:@8&=nA@6@Cl@6=@4luDP@M8FADs"?؊@AF?؄X9@9L0#@84@6h@5 لt@4Ke{$DM~ @RBfA’?,R,@V,rF?%s2@9O? @8zZ@6""=&@5㉭rF@4dKD7nvn@;t bDA<?^1|C@ 70{F?^*I@9mi^q@8`97@68@5n@4+ʙD>X@]xA@,?06@þ%F?Z@9C^@8F>@6O)@5[&@4r<@Di#@BAA'%?t7*x@sF?t3@9w>Z@8*ln@68k@5`@4`QDp/P$@$q\A]?+B"@jF?'Z}@9U37@8xh@6ju+@5Eϔ@4M\ؼDn09@#N#AXA?=Q+@]F?=M@93G@7]P@6RA@5tg:@4:D>@ +,AMk?rd'@EZF?m)@9`2@7i@6;^&r@5^]4[@4(DhT-@ ;A|tzc?ac&@;SdF?]BJ@8 +5H2@7˛J@6$,T@5Hhy@4jڰD4LE#@4a?A߬X?opÙ@MF?ok2@8֐@7@6 2G&5@51,ה*A@4Drxz@XpF[AO#?Ǥ@©F?.]@86{# @7} @5W@5xi`@3D9K@lA3T?Ä(@mkF?ÄD@8粖L@7f͑C|@5y6P*@5|@3ءOXD97@"?A>X?Ė ^4@٫)F?Ė7a@8\@7?y[yV@5 @4K:q@3k|DC Lv@@4̓M@3&K@2$=bE 7 @47UA|n7"?Hk7@Av 21F?=ȩ@7 +|@6-l%@4wSs%@3ؗS!@2Vc5E(3@!cAh1?h߫h@:LPF?h4Ea@6@6(Q&|@4W@3)g@2ճiEq@̙A ++?췍K@2ovF?ă@6Àv@5_0@4͂@3P@2z,E@'`]bApޕ?QaVɡc@,!kwF?Q[Ala@6)@v.@5ʣ@4w4vQ!S@3 @2[JE9=T{X@ UzcAw)?ѷ"%w@'KCF?ѷF@6Z@5 ٫@4k41I @3M@2{kEˢ@ ]z2A<^3?"`&-@@ W~߾F?"Y@6@5ɫ @4^r +R@3@2379kEZHS@2yAC l?ҍ<@ڡ{vF?ҍ6M +5@6]L@@5B@4Q7C-@3N6v'@2*{E|DQ+@v/Ar(8?o@F?h @6+k@5@4E]@3}Y@2zhEUT@,A0?ӛ-a=M@ 6:PAF?ӛ&+L @6}y5@5@42?<@3k*Mcrw@2i={vE@/8hNAի6^?ӽG5@ +ONzF?ӽ@{T@6)5@5E@4.*@3gV!|@2e*:Emm@4L zA +پ$?`7@{=F?]:@6|.g@5y@4(|@3a|K.=@2`%vEu@7 ڵFA!iN? "E@COF? }@6yU~@5T@4&,@3^7B@2]Q7@2ZMlU,E,OѼ@<.ARMz??~I @JF??v>~5@6s$@5pzv@4 yw;@3Y[7(@2XE&H^@=۞{AbO1?P\@PF?Pi\d@6p'@5r6n@4|@3W7@2V)EKS@?Ast^?b4]@mF?bt ؄@6n@5U%@4d@3UGH@m@2U%On(EvZ]@AɉCA/X?xOy9H@]F?xgP@6k/@5T~@4QY@3Sh<@2S ySEksj@EZA,S?ԡU@vW4F?ԡ@Jz@6g<@5|N@4!g@3O^)@2OLEiBJ@J&nA([6R?ߧ@¿lBF? @6a@5w;O@4Ž[@3K1@2Kl;Enyt@NylAp?2+@iēF?= @6\-@5r*f@4 9/'y@3Ft_B@2GOfE MoA@UNn2AA "r?> +cU@4!F?>b@6Sn @5j>~N d@4IIB@3?5@2@0ENᎪ@\χ A?Պ@P+F?Պl@6I/˦@5`o"%@3%QLC@361m@27FeBEcUko@`pA?պG$@@= F?Z"@65+FFc@5MvLY@3V)@3$ّ@2'KZrEdHy@l !KAi6g?19qs@r*eF?10w@6.ScX@5GpmN@34@3.$x@2!ʸTE`@nUbA}! +d?S9@>hF?S0k@6(*||@5APa@3Юu4@3}V?@2Sj4E7@xkA4/?֞e@ԂF?֞@6O@57J@3x@3D@2E} -@>uArEPc?=n<@ϢF?3nV @6 X6@5,޸8+V@3˽H:@3J]Px@2 uj:E@1A)I|?{azX@9m2F?{WF@5[@5\CE@3vɤ@2XY@1!ESE oh @= Aoӗ?a6@ +C1F?a(@5J3t@4d@3ۂe@2bC#@1]E!EZM@܈v1jAyoqU"?%k\p4@.F?9@5öu `@4I@3qI9@2 +P[5@14 E"F.@tVA 3?d~-@2E&6F?ds?<@5,xv@4ҸYӝ@3{Rg@2Y@1]E$,@0|u7A~_?,$@@EsF?,yY@5đD@4 %-)@3_"t/R@2:o@1 E%4/i@c lA5#?1bq9@t18F?#]1@5ebt@4皴@3DV@2귞\@12O E'a@$JAN"?ۏo0_?@LfCF?ۏ`g@5AH!@4rJe@3(úk`@2o\)@1s6E)m^ +@юkqAL?D~@zqF?D@5-v@4RwR3@3 Z^@2VwT@1nE+{`q@ pAP7?2(t@q/fF?@4e +uW@46}Z)/@27.@2?@1[yB E-w.@#6AtP2v?d0AJd@TvLF?{*B|@4_4@3ߍw`y@26!+@1;@1#.*E2kDB@pO AzTq?q@L=F?yr@4}}oOI@3 mJ'@2EL`@1.v @1ME3@Rhy#@^zY±AW!a?zrI@C[ylF?z^H@4]Du9@3>@2|"z{`#@1ӞK@0ܱ%uE4{B#@kF}aA?NLc@<& F?ºN@4?)-@3K3@2eg)@1r.f@0/E5Co'@^emA^& |a?0N]@6LF?0@4 xS@3q@2PU!@1pLf@0߾ϑE6sU{@O3A--?fIt@0G6F?f<|n@4s@3X*F@2:G' @1/y@0д-E8/a@!Yi +0Aڶb? @+NүlF?|@3NKE@3@ Yd@2&Ce@1;*@0_R\VE9.hy@Cr^Am`&?NFe*@&/mZF?@':@3l bpf@3&;2@2[@1vi;@0/E:*@e ++ARS@?s@!E}bF?~@3C@3 J)@@1U@1d@0Q(EXE@|Aa>MQs?j \8@ *R&F?i@3luFZC@2ڃ1B@1ӱ7u@1@M5c@05E?,a@VʉEA I8?ᡓI9@a\dF?ᡂv@3Ko ƭ@2Y\@1F +@1-w@0xacE@|@\FAG<?O[L@ >!F?=i4@3,5@2+\@1el=@1X"6R@0iZ_"dEA˗ϳ@ DA npX?@@ >F?,v@3 Ѧ@2C6@1Cږ@1 H,@0ZJ'qEBTxn@K!&A)&?Kg@t/F?J7[0@231@2p󍶶@1|W@0h@0JcMEDIqwM@xNAWDQ$?C@罰3F?;z@2Q}@2U]؟n+@1e ML@0 x@09ߗEEW@PAC]p#?5xI@ ?7F?`U@24?@2;PJSj@1Ou8@0 Id @0*$EFȾ@` AG8?[p@ +F?s/@2; +@2"]b&@1:Ԏ@0N{*@0| xEGD08G@)Aؔc$}?9j#@)F?9Q#D@2\S|f@2Y7@1$W?{@0+G@0 EI +X@0jVA;E?|Q@ymF?|7Tn-/@272&@1hTU@1 컵@05(@/=QCEKZ|]@fNGAG}Iv*?~ +@OlXF?w`@2כ@1h"R@0 @0p@/$ REM/tT;@pX#vA$@%?-@7sgF? @1X@1N@0:@0mj 5@/L)EOM<@BY,Aؓ.e?H @OF?G@1;@1⾡[@0ȳ]@0YG@/oxEPa-9@E2A }W1?:M&[@rgF?@1*ET@126s@0b@0GH`@/nQ: EQ/o@6vsAQ77`?3״@uؙ-F?Ś@17F@1kdI@0%@04}~@/O.0ϴER@f*A[cS? *~@׬)F? rB@1m"@1WIJ@0%@0$%y?@/2kES&?L@$oMA͖_5?HEZ7O@#F?HX+@1Q$U@1AjT@0y \@0:#@/)TET\S@3A?偡8$@Ѝ;AF?xgߴ@141Q@1+{ה@0gj@0A@.~B\EUC%@2K +AB[? -:@ B5F?Ԍ`@1;I2u@1 f@0VU@/5U]@.A·#OEW '@Tf,Amdr?z.쬟@56,BF?M~|"@0Ho@0}@C_k@0C;ԗ@/פ*@.ޛEXM$}a@K1-}AV|z?5FL@~'F?5Ŋ-1@03i.B@0ڸ6@02!N@/| @&@.GEY27@xm,Aʥ3?z]ڪX@NzF?z,]p$@0«t$=@0L,h@0 x%@/@!eF?@02â.@0I©@0@/g@.rMHE\ǒjaw@҈\TA`Bl?eO@' +F?L)@0c@0%9@/ ES@/H ։e@.VD|E^M:@J߅A Co:?Up[߸@}F?Uֵ@0x(zQ?@0Jʐ@/MR @/&v@U@.9RWE`;gq@2ڬ{mAg7\IH?H @ڄKCF? +i @0^I(@0}IR@/uf@/[@. pEa4nn@`T|Ad ?@DG F?A$@0F15@0i@/ +@.kx&@.iTEb:"v@JG1CAZ?4Բ@JF?4^9x +@0.[cp@0T㋚@/o̡"A@.l'~l@-C4EcQ i@A|j@ۮ?~M\@zF?~L@0^G2@0?4v@/M>bn@.M@-VG_Edk\k@m!A ?ZW@tF? ]@/P3"@0)|tS@/* k@.H@-vLYEeg+@ <ǁA<4z-?T/@Z?k +F?h6@/v(_{@0η@/ E@.k 0@- J }EgBMZ@J?A{@?Z@ KmʔF?Z@/2f=@0Fg@.CEr) @jspA I ?k&J@I-F?]3@.Y'o@.̨'@-$/@-[u@,Ĥ!Es2hu@Y?A"?)@@NOF?m(_%x@.5Ij@.L@d@-Q,@-=!CG@,EtIc i@ LLAO~?19@89AF?19±@.@'!F?C:@:@-(B@-@+Y@,'&c@,X߉@+wBE@WC8A:!?@p]F?ɢL@,v@-e(%@,9C@,47y;@+mE|bD@ʄ +sAÅd0&?zBz@祽UОF?*q@,ݠ^@-Agx[@,ˏ @,1@@+zcPEs@@|EAx[T?A'6@ +%F?@}@,A@- &@,i@+϶=@+i\7E }{@x}&/A&S?[@i4LF?;+ @,E4@,'hė@,IQK@+ޖ(@+Od*$EuCa@e\APު?L-@K;F?97?@,> s@,(@,/8}W@+5l@+9EaE@&0EAĝ|?nd@͎\F?/"@,d%@,Z@,w%Q@+}*:@+gvEeљ@VX;nAA??:=@<]F?>g2l@,C(@,/yf @+wcV@+63@+ϾEm[1M@fngAPQ?vu\sQ^@~6/8F?u?m@,l@,h ]@+SRf@+c9l@*4`%E5dk@d AŠ]YY?G@GnF? {t@+[?Q@,B|@+p)9@+D'!@*2ECMc1D>@[ru'AAR|?FM@I&wO*F?̐@+;т@,Lݕk@+z@+&dfMJ@*nEE:I@@a_AQMK?C y@\F? +1d@+Nf@+Dj@+X-dM9@*݋Ig@*9^ELB|l@?Aƭ'?:{)@zF?9I0@+!1 @+@+/M;@*K6o@*j/E ۥ@1TAܙ?f2@IȎF?eH@+d􅳵"@+,fL@+ Db<@*9Ҕ@*Pښ/E"FY@_3AGX?*wӬ/@JoF?C]Y@+?@+pǧ@*t$@*Emx@*3>SoEi @YrgqAǛ\d?VO @|SF?`@+8)@+BR\L@*i@*u%Kr;@*~E%H@m=hAe?9OY@whCF?6N@@*Q\@+$-/@*#Džk@*Sy%>w@)OEbF@.UA#4a}[Q?/H@r1O9lF?.[<@*UXjO@*Oc@*w$@*5#S@)O$cE1gPۇ$@yȃA5vK,K?<:"<@p.F?;X@*b @*h@*mjU3@*,n=@)NE@7MAHkx?J4o@o]t1F?I @*!f@* 9]@*cM7@*#H.Q@)ϟ(dEp@/)4&AZ#v?WVwS*@m JF?V:G@*yb@*K2@*YXg@*pE@)Xg6EPWO@E +Am>?dml0@lF?cMEA8@*bR @*WM@*Pa@*gm٫@)EqH@\oۋ|A ?r ^@k0@)dE<2@,%&AȨ +c?8w@h4!lF? j@*RZ'@*$h@*1@)˪>@)/y|EE +q@7AȽM?^D>@f CF?-Ժ@*f@*i~b@*&eܘ@)4@)lTEmҕ@c̗>AcE>~?򪈡?@d7cF?Sxu?@*xї@*o@*L@)Eş@)%`E @O~>R@N,uF?<-@*1@*q6@)r%@)A% @)J+!E(IO@KA?Sg @Jɵ7g5F?QH@@*n}PM@*W@)y W@)y݋ @)>5{EMo@28A fnq?`rM/_@G?2 F?_ @)ZR@)ƿ(K@)[J@)q)@)7}lE(.j@٢GA@;l?n)k\@D^jF?l@)Wɹ!@)큻s@@)w,Z@)i=j@)/0E8X.@?څA`Ys?{(@AͲ$F?zL\pl@)L?@)@@)G v;@)`[]@)(8a}EM@}ZAʂЋ?`@>̼F?a@)O a@)yF@)!q̸@)X@)rF @)cz@)L@(k@(UE2@ImoAw +<;?@ݪG@2F?? EP@)h@)Y(*H@) +OЋ}@((]@(ĚhEYi*Y@Tz5sA%F9A?Pbun@otF?N*@)]DW@)Ne@) @(B@(9E@*Ab'?^~@s?F?\<@)TP!@)D/9@(o/@(Ѽ@(rUE Q@hѶA͡2n?l{s@^`F?j A@)KO@);7L@(AWW@(t3!@(JCZ@)m<@(ƟX@( @(qNZJEb@%iTRAja?߂"@.r.ZF?ҵ3@)1o[@)=@(%_@(o-q@(hZ xEX +U@-V/AsY?9]@ΪM!F?&H#@).@F@(Aa@(v{ @(б@(aEDrl@754A?@ʇ<_F?Ƅ؄@)QY@(ݏ@(' @(ak(@(Zl솗E a;@BfrAA?H@F?ʽ,@) 6@(#@(c(5@(u@(UlE[e@NřqAК?8y@ (F?(N@()@(@(=W@(~btu@(QЌ7E'^@[vܱA?3@~F?w$@(XE@(%@(@(z.UGe@(N7_ECu@hZA x2\?H س@}muF? \ @(3@(Ջ^@(Zke@(v3Wj@(L]UbE`\FJ@u2MAù]?߶u5+r@3@WS[F?݌]Y@(t@(Ϙ@("Y@(sb5n@(Jl+ EWF_@dOA਽?'2@7ڵF?zp-"@(㩿A@(N@(>mk@(pW@(H|ժE'/@Y1A݃p?^?"K@+<%F?M~@(i0@(‚"@(8 @(m>6@(Ga՘NE +@@BvAN1w?C\T@I-=F??)@(ڤ#@(H9L@(G7q@(k~|I@(F00EbCJ@Aκ??$Ϣ@jt#IF?90@(t[@(%e@(.nQ@(iRA@(E0.$E0)@nAΩ^RGr[?z[@ۈA9F?_# @(є7@(~TL@(1@(g;/@(D>$EdsI@ŷBAΘn%?8o@ݒ F?q@(DF@(xps@(|H ΰ@(e1m%@(CP;E8@pĒX4AΈC?~N@߄~1sF?KQ@(7d@(0@(yiT@(c*E@(B\x\EH@䕦Ay?A @X*^F?q[H@(t@(|Ày@(v±@(a )w@(A\8E~a_y@*Ak?@w}F?zҚ@(߿tg@(Ms'@(sF~@(_w(@(@KmbE6.9@>,A_ȝ?Xse@zxW F?ehs@(޾ߍ@(+0H@(p\*5@(\P2|@(?%qEjYG@rNATmE?r +V@]F?L@LuF?+ρ@(/b +O@()Og@(h#+@(V+*@(:EQ@.AE%~?>@rF?__e@(0@(OX)@(e2u&@(S@(8:E8 @%cAG6i?fiC@ܓF?.R@(^N`F=@(P@(b\Gm@(Q=Se)@(7%(cEg@=U@*̢vAK!?mR1@~ݘjF?Ǵ*@(#@(?w]@(_K@(Np@(5;p0E@/ *ASs1]?%@1 F?V +mZ@({U@() +@(\F@(LH>@(2ǧES?(Y@1~ A_J^?@ZF? ]@(a@(1u9@(Z@m( @(I+|@(0iNCEԋC@2K)AngT?7@@G2F?UkP3@(W@(];;@(WY@(Gz@(.T?Et!}@1ADy@(@#@('3tE=:@)W%^ALS]?oҢ@،2F?5G@(@(yq6@(O^@(>X@($7ESC@%joU3A:?A2@KiF?Դ[@(N@(wܻ@(L"zT@(;H@(!ԿyEmt/@!+1 A9*/x?TW@IF?4@R@(БP@(uPsO@(JY޻@(93F^`@(E/\6A@};A-o?@.cdF?@(M^[@(r'N@(Gd S@(6M@(E%Eu4o@b]A>uƙa?4A@1F?i@(P(@(o2,wR@(DwE@(2l׺@(P.+[Ei @9^Af< ډ?@n*}F?vP&@(̏ @(lg]J@(@hVuI@(.Q@(coEx@ )AϏ#ƺ?&>@Æp$F?Ck@(x5@(hOu@(vGF?d{:@(0@(aJϙ7@(41P |@(!@(ٜv;EW9)@7'APw+?d{@obF?g@(zѓI@(\9@(/Z@(gjUY@'P9JEe!@drA)Ŵ;? %@XqF? +Y?@(u @(W +--@()I@(Ɲ@'8O@E0mv@a~}AG'}x?2a@|${"F?@(p[@(R#^@($<"@(֨}@'wEdH3@ˠAf/s]?ӳ@KZ%fF?J<@(jR @(Lk%@(*I@( 8_@'(GE:w@vAЇO37Z*?MhR@J-{UF?Q@(d|Mai@(E6kW@(ӸDF@(]@'.vbE2@7AЩ4>?$,d9@PwbF?"VE0@(^ l@(>|@(3M@'s5@'ܗwS}EM89@0cA#ߝ?+4j@tVF?(ҌƄ.@(Wt~@(8@(f@'M8_@'԰wQE~|@ڢA}?1,@!F?/ZU~Xf@(Q1F@(10 m@(>@'u @')9qE=۬@NTc--Aw?8MPX[@#ZF?5߰D@(J]@(*9n+@'Ft?@'Eh6@'\tE)z%@.A96p`?>\@z/0 +rF?vF?k{ @(p@@'@'ML@'\z@'{JVEh5}\@nAҫ3?s0E6@7kbA[F?p @( ,}@'5@'Y@'!!<@'tlnWEpJ@hA#"pW?w[@/ctiF?t ̬s@(Ck@'af@'zA@'_u@'lUm5E g)=@~AL?{S^@(_F9/F?y5&5\@(au@'݂l@'=x@'T"C]@'e>0E8<^o@uoCA,>w?f@ ڡ +F?}:@@'xێ@'ؖ@';@'EJHE@']b EYx@@XLAӮIb#?3g@ +_lF?u̽@@'#]!@'JPk#C@'%M@'s@J@'HהwE!ᱺ@8 +s A3Z`YG?F3Mc@/CF?z @@'@' @'l @'bPNR)@'4H7Eiw'@eAԺL%)?m=P@ԅIF?xE@@'gt +@'J @'spR@'R #@' +=3L@&kEnˑk@&-gAذ?o@}F??K~@@'+" ,@'Y\{=@'9!`@'Hr<@&!E:}G@ׯN*ALehRQ?~@_2\wF?v@@'%;$S@'ђ[@'51@&EK@&$&Eu)@s1Á3XG?UTq@4F?4U@@'ե@'6R@'2\%@&ݾ}@&bE^8@9ڷAڌ7-z?w +@ +N1IF?^x@@'&ȌD@',{@'0 +@&po6@&$=E4@ͳA0q0? @ (ŬF?ǶZs(@@'ZC@'=/r@'-h@&&f'@&Úo0E!Dg@ɽ`A-Nœl?H@ 1G`F?'Ξ@@'@' @', +ʱgj@&&+@&yZJE9U@M7A܂rH?h@ mS F?U>@@'54f@'EcIo0@L +5qAw>a?-G@ %8E)]F?ڷ ;5@@'QAS@'1~@'5\/@&j@&"+E{jt@`3ǒXVAsIFV?ߥz0O@ DF?[Ȟ@@'s@(ɒF@':LQ)@&X@&ePREhb+@K֣nA/q6É?QP"@ 1cF?>@@'b%%m@( wƤ@'=I&r@&Hc@&5XEMhƎ-@ט9CAbf?@ Y6F?߮x@@'RR)@(? +@'A@&}O@& RE)qMM@(&Av?x@ ˦F?[`t@@'o!܉@(%F|]@'H=ev@& +@&^E? j8@&pH>ESƢ@|{A} &? @ d&K}FF?䷪Į@@( \HĚ@(C^P@'W;pr@&^ɂ2@& Ex@Am0[?ZX @ KRX0F?e'C+@@(#i @(Tw]@'`@&]@&{ &E%P.@1mAքx?x@ 52ƻF?s.@@(0zI@(hq@'ld)r@&ٸvG@&]Eݥ@_/jA=iw5,?%,t@ !-CF?”s9@@(EHo+6@(}-U@'xXl@& @&%_E_qV,w@&fUAo;TDi?p@ ~rF?e`)1@@([l l9@(x*@'е@&/@&K#JEZۈ@x^A䚋a&?|@ 'EF?=#@@(sN+$@(@'дd\@&]ۢ[@&a 8t7Ezׂ @ToAǴ6?N@ +P`F?ɵ@@(I/@B@(l@'$W@'K@&&E_ܵ@<8tAs?&l^@ +=1 F? +@@(x>7@(^ @''@'Do8[@&.\llEjR X@SeA +ޓ?OZ@ +F?"3@@(ã%@(bw@'`9@'oܟ@&5a?E;Q;@ :SOA8Hg\?H@ +O57F?X(@@(/ `@)V'Y @'q@'$%@)!n ߼@'1ãq@'Q@&EhN^g@uEmA4?+vmZ@ zF? e1*@@) Hע@) 6;@'s-e]@&mM@%\EK}Gg@5Ad0_m?&@ }# F? @@(Wo@):<@'nw@&gZ@%E?+"@AAlA?y@ dVF?3@@(@(@@'@& @%JG0ZAEB]@+9Ab5?􏛠@ 5':F? @@@(]k@($e:@'lBJe=@&/F@%(`qET+*@kpAv}?R@ DF?\Elg@@(?L@(@Xm@'V +c@&$ lo@%ʅEvZId@$֘AJ+Y?"yn$@DFzF?6@@(;@(N4S@'@c1@&~k@%s>xEH T@| A+?%]@ iF?!xߵ@@(n]6@(DOd@'*Os@&gT@%ZOEs@ɀFSAfZu?(>|@x"?fF?$wŴ+@@(bmG4@(&@'@&PNd@%AoE8fiIT@04E>AC +?+$&@@I5{F?'`@@(`x@(zu @&2m@&8@%)YPH+E@y9Azؘ?. @2?F?*Og@@(x#q@(f o@&87@&!ny@%AfaE=G@:.A*F&7?1,@@9F?-Z@@(f4@(RM@&Њ Ձ@& +:@$]TjEHXW@{bBXAXAЀ?4A@[:F?0F"@@(SZ:@(=@&[ٜ@%R@$.ѱEB @pp$9A Z7w?7ah0@ 9PF?2@@(?O$!@('>Y@&@%ٯ=@$iĖE+w7@etA񃾇 ?: +5@]^ F?5 B@@(+@({@&@%a@$x:9YE?$v@Z}yWAO"?<6.@./-F?82:@@(cR@'fŀ#@&r}cX@%i=@$ JEĴe@Ol7ZA{ ??!@@(F?:we'@@(@'@&Z̅=@%o@$xr>Eūo;@DTPgAט[?A@XaEF?@'wa@%sb4 +@$].@#|rEvw@HbA􀁈{?V(@IF?P @@'1Piy@&K@%\G~@$$@#c!5 Ev-@pjcrAu{n?XI쭄E@F?Rf_@@'k@&毳!@%F❩@$r-TU%@#JADEҽ@A7AZNz?YmN@׃F?Sܦ!v@@'m}@& +;C@%0q@$Z@#1tDJBEӞ 2@VuA*l?[ۈ@ZF?UcO(@@&@]@&Ҙ+O@%}ws@$CԞ9@#BHEԈa q@wPrdRAQP?]w@*F:F?V59@@&+-n@&;T@%:@$-2@#8E}]B}@4q92AҌ?^ @=|F?X%r@@&8`6%@&j @$+a@$IS +K@"WE~̇ @GAoQX?`ݥ@j_q@eYuAE ?d߃2E@4u_XF?] T{$@@&}@&J¨C@$zu@# s@"aKEE` +@X:[UBr&R?ef yN@42/F?^&X@@&T@&7 o@$}hP}$@#^@"hR֞EAjwv@L)5B?fRC@ F?_2GU@@&G@&#K,@$fsA7@#^ @"NsEݒal@?4BcIw|׋?g͖@bF?`.RZ@@&tS@&*{@$Ovh-q@#no|c@"4E@23BczkE?h)@n}"F?aP2@@&fgw>@% '@$81x@#VK Cf@"BeE2{@&+R:BcbDy??jF@=(Y0F?bI +@@&Zp@%J!@$"c@#>6d\_@"42E)λ@[^/B jt?ku@ uF?bgX@@&J@%h@$ )Ӏl@#&9@!E%?@ sg'%Brӧ1?l'̉@ٱmF?c@@&;qߗ@%ƒY@#f@#Z;V@!;)]iE⑏/ʜ@`adBRiG&?m48O@g 5OF?d`ZH@@&,]2C@%m@#@"..k@!kEn<@ͤABۼ|?n?8?G@vCRF?eI}@@&}/&s@%_k@#: D~@",@!EVE@B'sQGL?oCl`@DfF?f&@@&\n@%/S`@#U@"L*?@!IuEH@PBd*N?pC14@\F?f2@@&ZE|@%uDk@#+ ;@"w@!ilEDkxY@Z?aB_4uR?qTZ@--F?gztHu@@%P +L@%b\@#@"@!PE:@ˆB[?rq0@$#F?h|or@@@%ftGj@%S;Z6I@#r]]ͤY@"U@!;zEudB@N/|[Bt?u@bF?ibl@@% +P@%A~v@#^%Cfe@"p)oO@!$a{.E欄@ZB?w/4@el9 F?kk@@%׃s'@%0 8)?~HDo8B??F?nQ@@%tgTq@$ri@"f@!N%[n@ I;.EFA6m@7bB(?~מ??ŒD*HF?o\@@%iƷ@$m @"o@!jh@ 0n_5E1"ˋ@)*-Bݴx?w ?AN`F?o0Κ@@%_t@$|9Č@"s@@!vp(@ BEsͺ@MDzBd`\?`G?tHF?oI7@@%V`V@$k!L@"^,BY7@!_h@DYE/-@i%Bޚs?C!?/F?oWĶ@@%NL @$[I@!@"IO@!Iq@ȖDŽE @ FB[S(?L?Z,F?o\y@@%G@$Kxo9@"4c@!3 ɮV@LEa"@|oyBܻ%[?o?ClF?oWbЫ@@%?Ίj@$;5^@"Uyk[@!Y@j[2Es'@խN{Ba}>?˭MH?boF?oH @@%5<{6@$)&@@" +ƍ2B1@!!n k@9wEʫ@ 7BN?̇C?wջgF?o0y@@%+HlO@${@!hx]@ q@q^'E `K@J_5Bw.hh? _?WPѷF?o ICe@@%"%2@$$6@!C@ 0O@ב-3EL.V~@m`B.n?jw?,?kF?mc@@$47@#pL@!{B+@ kd:P@尃޹+F!h@w[~B V:?S?fF?m`5N@@$q>r@#ZMKJ@!hdPi@ VPW@~mFE+v@iEwB?#u?Sm?EdʗF?lд@@$n%q\-@#Ggh@!U\5 @ Au*@Fj; /-@[-qB}?=_~i?AF?lymJB"@@$l;@#3A@!BP@ ,K-i@ZɈ/FO)`ﾵ@MógsB72ntdC?`m?xLF?k\ -@@$7@#~@!0f1@ @-'_@F?D ;@?[/B/;?2?HF?kc.C@@$+@#qUۭ(@!),-@ V@!RF9/s@1~;B>(?< ?&VF?jůj%A@@$`=E@#d6@! |D@b@҃9F>7'@#@Bo]?Y?C.F?jvo#@@$_B7@#V d@ @ @ϮJFPk@gBNg)?؋jE?ݢGF?ic@@$mE@#HtH@ 烕(v@g@w2F n΢(@( iB#a|?#B?tyF?hsR@@$2{ $@#:Y +@ M@g get@IF +[-9@MBm03?k7>? 8w/F?g9O@@$!@#-*ޕ@ q=@?Bh|K@Ȩ, F у"#@jb8Bue=@# c5t@ ž_@d8t@IF riY@>:B0c?؎*?=dF?e3m@@$ͤj@#E8@ QD@@]_EFk\1@͗*~WB ]y?6ے?3n9F?dC@@$̩[#@#Wp@ 0pL@Q@ypljFƦЭ@ FB GZw?v4?n33nnF?c@L@@$f_@" @ }9(M_@$D@j_nF@V9B!X)p??jqF?bmjT@@$;Gz@"~.ǯ@ l| @{џ0r@>8&Fd@C\@ӍOB!۰Im?n$'?0F?a|@@$f)@"P /@ [@ULI@&e nF/z@^B"cu/5?)M?5ft*F?`VzEF@X \B$?e?&/F?Zf@@$∛{c@"nzk@ N:@Xo@;KeՊFeҴ@IV(B%Ib?1` ?TKmF?X/@@$@"~@i@zѵO@#>K^FB@9B%쿎?aΕ?*gS_F?W%WtJ@@$uc@"M΁ݹ@;="Z@W`ʎ@W FF@*B&7W? +?zF?UOS@@$-η@"e-@rg@5;*X@{5SFf+|m@K;jB'AN7?.?ӹTF?Sh &@@$#@":3@<çq@t@$FN>4@ T-B'EىB?輾?/nF?Q\{" (@@$F+@"V u@׽@V9 @lgLFVDO#@SB(uѾ??4OF?O5^@@$cs&a@"w0-@r3*I@мAE@C-]F @ڨkB)jV?? +uC?`ͲvLF?LLY@@%u @"yP] 1R@UQq@.r8@/5~FP@ B*-L?h*i?RX:F?JL @@%[܉@"q@9@+r@\M}F +;5@Ϯ-]B*m͌?:_;?UF?G:@@% Ea@"isQ/T@Y#G@k{>v@HF k&@}slpB+<+Ȅ?/?(`F?EB{K@@%8@"bҞ@W<@KC@ӬIF!Bw@_ȇ̍B,q0}g?`t? F?A+@@%zi@@"\12@@+?.@y|F!:΁@b?!%B,=^?O?'*F?AJ7@@%ȇ@"]i@*hU@/ //@}4F!`@b/ 6B,mƷ??'RF?AIR@@%P@"]y@@C V?@/#.Lj@}0QmF,.=@+ˤRB)?x? k* tF?AؔU @@$X4o@"rz@E|9O@# @MNk F@AU/3B%?' t?{OP5 F?A.@@$$b@"/S@XE(x@M/|\@,F*@4hB"M?7o?ԣ&F?Aׁ@@$E!@"/w]@ 7|Y@{q@F Y[]1@ yBk?O?!}F?A +;=@@$bߞ>@#t4@ @!@9\Fm @;lpBO 9iy?u;?O1p#BF?A֛*Y@@$Y""@#DOЕ@ ?#er@kJ@O vFrT@":A'B^@tߊ?毰?yt{F?A9bCV@@$тE@# @!Mȋ@ =EM@e-EYΩ@}'%B7? hˠ?3 Pk@$*d'@"|Υt@!]d@ I d_EJ觶@Nv)B 6=?l@R[F?A@@%o<%@$d==@" 8L@"ݘG$@ ̗y㙵EL-@2xRBvH?=.@%/ F?A)@@%&j@%6i@#p*@".@!RM/ESK@e BRa?n9?@>|F?Aܑ4 b@@%ڸE@%1y@#9eB'@#*J@!.Ƶ E۾ +@dAV $b?&g@T͊F?AeI@@&[ҍ@%C@$K2R"@#z@"XN8]rE֬ʰ @)|}sACv.?}@-Q F?A'@@&l-@&>q$38@$w@#6]@"+*E51@V]C +AI8m–?)9@W˅8F?AY @@&:I@%Uk@$`d. @#X:@"gw|.Eݻş?@[B⋪J?cz@ſF?BfZ~ +@@&L@%ϱ„)@$/R4@#[#v@"3U;1E!V2m@@C#h&AY28?>R} @<3F?B?@@&@OSݫ@&wW@$m@#0dj@"9eE5@=jz@@ aAkN2l?R +@r F?B2,xN@@&?0h@&hL0@$,R@##gV@" n E^d@NPAAp?nI@M+7F?BK@@&:#L@&,WZ@$k%@#X@"E{dc6$@f5.$AcЎ?L7R@ZF?Bi@@&p;@&J@$ͭU@#VJ@"^SMEٺ:h=@6_'UAjws\?v@ŃF?Bvd}@@&#?@%+)4@$g%@#jA.K@"^Z,E/.+ո@tA~?ȱI@sxWF?Bl@@&ZSn@&5x@$EG@#s!|8@" +y_EMR2U@09A<_?UЯv@ЍɜF?BBdo@@&/@xR@&-9Yߢ@$r"Q@#5X@"ƣVEgh5@hN18"A.r?3DT@;rEF?B3E-@@&Ai!@&|_r@$@jO@#˶Ԯ@"(Eh+k@hJÈAw18h?3n~@; +F?BZ*n@@&AȻ:G@&k,{A@$/o޷@#ˤ~:@"olEhG@hJ A|F?3p@;æ^xF?B[9@@&A_Ǧ@&je$@$.EPz'@#ˣ@" rEh%>@hJvGoA?3q̾@;X=F?B] R@@&ANj@&i@$-̾@#ˣ7@"DEh`X@hJ|;AM?3r@;/'F?B]v@@&A0@&iK@$-k0@#ˢړ@""!\WEhw[@hJrA {?3s@@;mjF?B^@@&ARe@&i8٭@$-ץ@#ˢ}?0@"ȔIEhS@hJg(ЄA$?3tT@;F?B_[R@@&AƍE@&h䯥:@$,@#ˢ'C}@"q}s{Eh\e@hJ]LjAJ./?3uwF@;y.F?B`@@&A?@&hE9@$,ls@#ˡԩi@"wEh@hJKAc~?3u@;J^@&hL+@$,"@#ˡ|Z@"Eh@hJR /Aoҭ?3v@;nݎF?Ba9@@&AŦ"g@&g\@$+(@#ˡ3,@"{Y]Eh @hJ%bA:`?3w@;ĤF?BbV @@&A\@@&gn@$+up @#ˠ @"ǝEhmqގ@hJ#kAy5E?3xy]@;(F?Bc'K@@&Ax}@&gK-o @$+l@#ˠ#X@"~Eh3@hJ$AW?3ynY@;~cYF?Bd@@&AĞx@&f=@$*@#ˠo I@"Z Eh> @hIA~p?3zs1S@;ƜF?Bd;@@&AJRY@&f<7@$*Qi@#˟r@"jEh +@hILAJM?3{.@;iF?Be8[@@&A࿵3@&fs@$) @#˟A&@"'EhԱ@hI_nAS?3|ë@;@cF?Bg@@&Af>@&et~@$)_mT@#˞Z@"gEh|b@hIA@ ?3~H@;-ۻF?BhLc@@&A@&eĘ@$(XM@#˞8<@"r'Ehݥߢ@hIAEc?3'@;*D#F?BiJ@@&Ab5@&d@$(G3@#˝ߍ@"HEh&@hI VA%}?3(@;RF?Bki@@&A1@&c?@$'U@#˜m@"$α;EhP|@hIa DAr8?3@;8F?Bl@@&ATq@&c+t+@$&֯@#˜A ?3 /d@;/)F?Bn@@&AL V@&bSR=@$&@#˛^%@" fEix@hIb)AvVm?3}@;v4F?BpR@@&Ak(@&agC@$%=@#˚g@" EiR<@hH Aq?3}@;MQ*F?Bs@@&AK~i@&`7ѻ5@$#1@#˙,R‚@" NykEi#@hHxAj4?3|}@;quF?BwV@@&A̳@&^{l@$"E@#˗]@" ="#Ei>J@hGA6l?3)-@; F?B|KY@@&AN@&\Zd@$p@#˕!@"++Eir"?@hFbA+]?3-@;{ [F?BJ@@&A7@&W@$Qy]@#ː{`@"d!EivȚ@hC>AVC?3IqB@;fShF?Bn@@&Aj@&MxR@$a=5P@#˅U3U@"虍oEk 5@h:ur|lA!!Y&?4f @;Yx\\F?BOW@@&Aq@&3t@$P2@#ia@"u?LE{m@l_mAx@V?O,@;F?C1@@&>k0GQ@&vL@$@#ɇ]@"hS\EPdAT@n?Af.w?uK>@CA F?D'3@@&A@&j%@$}@#]@"qE׳tۼ@d"A?"?Iixa@.maIF?Ffl$@@&<;@&jyҽ@$ݔ@#+\@"DžE@e7@D,Aӛ?g^%@)k +VJF?I5@@&8z?@&h3`@$@#%Aݘ;@"JEk'@es xA?V.@(RF?Jxۼx@@&7)z@&D@D@$ +f@#X#4@"E>s@h= (A؎n"? ?@(1QF?L\@@&5S/@& QPe@$d+螽@#ؖڒ@"JpUE=@j +A +5J7?:$@$Y F?N_@@&0@& b@$(N @#":@"u8 Ej4@n cRA 2?W@jP)F?QFf@@&(A_x@&GPD@${>7@#y;@"K[Eظ@@&KEA@%!^@$j^_ms@#>%@"nzEهzM@y>)Ap{W*?@F?\ͱ@@& yL@%圹 +Z@$aaI@#6f@"b%EtPEM@lA7%?OҫF@xF?aD+@@&@%GG<@$W@#>i@"}ZGEEfr'@ϊPAT:? Z8@=w,F?ebj@@% d`˂@%r& @$Mj @#Ṷf@"sK npE'^Q @.1AX¬?m]@ݍVF?i՛O@@% e<@% /@$C:Iޱ@#}r@"jwEF@X+/qAQqpZ?ӥt@1ߟQF?n'6@@%C@%RwC@$9dQ@#sKS5@"a6Eۻ\Ѐ@XAf?"P@ށF?qQ1b@@%".z7k@%&r@$0"$@#jcˈ@"X|:lE<@#@O*&@",15Ekԣ~@sPA?20?GT)(@d[WF?8Q @@%@%~s@$a0o@#9;`s@"%,EĜu@k[m +A?C@UƁ" +F?sP@@% GZ@%k@@x@#z@#4 f L@" gE 1Ϗh@\[RAք?߭i@AH0fF? (@@%ٱ@%UNlS@#\͋7@#.א4@"6EߔSZ@PJ^B"-T+Z?T@,nF?ZW@@%A!j@%{{]@#@庹@#(`z`@"nEV@BpBSH?.c@3@]+dF?Cq@@%Q @%x<@#?)@#"*pq@".E/'@7kk B}_6?59@ 'D1F?Bh@@%ɓ`@%v)?@#@#A@"f3z)E4nN@bz@0mx4Bh|?=a@ @F 'F?v@@%D#@%ёRK@#cs Qn@"Z#@!N!|E~@SfB-i-[?ar@.h7}F?(@@%|S|S@%M@y@#ZN2@"zP@!C&(Er;+@K;|EBʾ?E8@/F?B.@@%xFe<@%b%*o@#P,6@"p=R$&@!8A[pfEo@BT|BƮw?&ێ@̉1~F?=@@%ty|a@%U@#F唺k[@"eq]@!,2sEu~@9J3GBkeT?P8 @_%F?O@@%phc@%_@#< 'S@"Z~)y@!MGE@07 5Bό?j@F?F?"\@@%l +)C@$e@#2@"NO:@!ݳE2NS@',dBrB?~ @w1F?o@@%hz;Xa@$ C@#'aʺB@"C\19 @!6LcE%y@+ֽ_sBph\DN?{@eSF? ļ@@%c1c.@$j[CZ@#ݽW@"7N@ sE[&e@?$dFBE"?p@z̚F?@@%]8@$q>~|@#(1@", +)N@ qE]LR@ > B'"C?t@_ԤF?@@%WlI@$׉խ_@#K%@" X_q@ EED&@LBBE9?KO@DF?g@@%Q@$Υ,/@"Ƽ'e@"O@ `/E ˶@r F,Ba9 +?wB@)sAF?"@@%Lt@$ż/<@"@"/@ -&ER0@0yB G[^@ +3EZ4%޽@ +WITB 竑p? 8'?j0X&F?` w@@%> YY1@$wMm@"\ G@!~Ƞ@ *xVXE)`@}ipB J?)ڪ?. H9F?Qj@@%?0 m@$@"@" >$@!j@ -m.UEL^>@ F$B u?m5s@%pa?F?m@@%IEaV@$k߫@"(@" +Qu@^@ fNdE_@)ѧBZz5?땆`@-=F? +d@@%J臉@$œ@":@(]!)F?@@%Id@$ù@E@"?.Y@"$T-u@ ğyE೭ +.@XB ca ?G@"XjF?@@%H)ԟ@$405@"d<@"Dzs@ oW+^E-@_FIB -? [@kkF?\Iӄ@@%F+?@$g@"uң@!_w7@ E{L@B pUӼ?5A.*@WpF?m@@%C@$UU@"d;@!2@ wGE-@ˆgB SdXxo?xFw:?F?(H@@%?h6s@$?0@" S4@!rӫ.@ bI,EM;@(~ӼB +b?߃?Z?ysQF?=弐@@$8@$*Cm@",;)W@!4@2HEnm-@U彥BmqJ ?8Sȼ?Az¤F?B@@$oU@$!(3z|@"!v@!(i@~EZ!A@M"wBĕ;?U? +d|F?F[]@@$@$7BUS@"@!@Q>nE'+N@E!r,@B8qd?rz?Ҽ- F?H/@@$?€@$rp@" +ޛ@!)@kɋE},@? w?h_{F?Dz@@$شN$@#@!Pt>@ t@p(E3\sG@ueBM{z? + ?2ZF?@ٟ@@$-G@#ݪ_@!ɋaE@ ɪ'@'EBY@ +RTNqB75x&%;? ?LcxgF?<06q@@$ӓ@#C@!AR@ MKE@};EW @YBِ?6Tt?{SF?61@@$ѿ@#G6@!BG@ ?#@xoE@.8@@B uj?KQeH?ܷ+ԽF?/@@$.`u@#τ@!yr@ 1@LrEZ@n];B$rn?_?YiOF?(Yo@@$0s@#4 jS @!ć@ biE@ew&sE+F(@d BvzZR?s@?lࠟF?@@@$ooj^@#co0O=@!L*r@ ƽ4|@KPHEsѐ@c%hB%4j?4?5 +-)F?tX@@$8S@#o@!'D|@ Φ?@1 FsE@ح{Ͳ*@ 2'@}E FݕU@kHA`B!6??v@F?`@@$L& @#meC-6@!52@ 'OŠ@eޣFLw@**BO-#?&xq?>rF? @@$0@#f]{@!+{@ l:@LsFV)@vLkBOƝaY?7z߼?G$$F?м?@@$}!9@#_t:N"@!!d@ 'X@4 AF (@NB=cu?GI3?ϥ,F?j@ߪ@@$Fc@#W^T@!o4s@ {@m FV9d@~ΑB +_?W@r?ꊑF?T& 2@@$Gj.@#PWTnZ@! dכ@Et5 @9/FFR@v +^Bz@:?gFv?`[F?F? Z@@$rB@#:4Ö@ Y}@Ibw@#hy8@ Pl@8^@*GF +V^7@-CaABP ?$?lӭF?/y&@@$|%@# S@ 3+s@#E@]ŮF K=ʱW1@%Bƾ̨?}|p?5vF? ò>@@$BQ@#K@ ~}@B6@s&F zdS>@B>pFP?\m$S?'|F?s@@$c"d@"Ɲ^@ y@0w@]F mp@2BR[!?cٞ?`A,F?.b@@$ #@"`0}s@ O)@㟎0@Mݞ6F Pi}@ B4ڬл?Թ:?oF?@@$P7@"gbS@ TV@΅Dy@R$uFg^@k_jpBU6uf{?%?V¦F?{,:@@$3O@"i0C@ fE@`67@I FHӉ@"{ B 1hb?0{?U"F?V|c`@@$\Ϯ-@")6a@ vj@]R@NzFǙ%@zF?[o u@@$L +@"E}@ GX@<~;`@ +݊TFE׽@r#B!fV?e"̗?xtF?w$@@$ ;@"b#@ >J<ɖ@'8u @h2F3k@{ + B"2k]?lA? F?RV@@$|p@"@ 5S @w%@RF4 R@%B"J${a?sM?XMBF?+O"@@$W@"ͭi@ ,+@F!Y@ћjxFr>c@c9JB"!*J?zP?^QF?12R@@$ j^@"s,@ #S@`]@2eF|@EJB"P;?1VB%]X?󵃫(8?hbF?jH&$@@$l3Zq@"~T@Sf@/2.@/dh{FCo6@LwW`B&jq?I? 2YF?_!$@@$էg@"tį6 @<#<@ +*X @B7bFuT|@;|WҩB' W'?aV?*h F?t@@$E^@"ly'@o7sH@:e#=@u|F1F?@@*|אwB'bPf?+yG?K V/F?:@@$DY@"dXH@RHh@#X@JUFL 0@)B(?R?k2HF?]F@@$ƒ@"];@7T d@@ 2>eFg EBu@PhB)iLj\?m2?K̎lF?&Ϙ@@$Bu@"WAq@5I@ ?@:F8@lR)B*9 )!t?,b?c F?מ&t@@$ו @"O!g%@>@\$@˔i*F ?L@ޖ/B*b?O?Dv·VF?m@@$R\|@"K}?@7O@L@<8F t@ȀB*"(?Xh.? F?nj@@$<@"G`@ O@=3q(6@oF!(`@r B+x%? KX?;xTw%F?g@@$l-@"B),@6a@#0@+_ؖF!"2@bзB,eQz?RI?%F?Y2@@$;dn1@">¦@0-@?Xo@qKuF"7*@ +_{B,„} +?aCD?gG#F?!s`@@$ @"9鵈q@~_aZ@@PGF" Xo@.^FxB, A?s?>F?>9@@$ 4@";Za 6@x@Q V@XaՑjF"V7V@|SB-!EC?"5?dxF?y2@@$ d@"8 +@oj@aK@AF#5.\$@`틇B-!?$?jG*F?h@@$ꚌB@"4NB@ty@HGg@ Ϣ[F#ԧ}@Js("7%@R@Ed@p@ F#a{@N"^QSB.O˃;2?)6Rn?ObgF?L@@%UZ@"3,p@.7A@,H @ $YUVF#Ew\{@]_WB-͒U/?*b?ty6F??"@@$c5@"47A@}@ j@(F"$@qAB-]syH?+Qy?}0F?6<@@$ LM@"6S@8@ L`@5bF"%cRi@(B,Ak?+?# F?$_w@@$f!@":(8i@]/7@|xy@S)F!~M7@mJrB+cϠ?+m1?Ȑ4ވF?ɣ@@$|2@"??@Ǻ" A@C@tqF M5@³3^B+K߄ ?+?煙cJF?ZE6@@$C@"DXIN@pG@/@oG[*F Bs5@9(B*Xu?+J?<KLF?3YӜ@@$ٜ=7o@"K)/$j@k]@KlP@ +oFRs@"B)wy8 ?+?(qNF?T@@$!@"RǕS@ ~@iH@ `F*i@ +WUB)H!?,3g?̍F?沭\@@$, @"X׷a@"/@ r@&6+MF Wu@?%pB(-?,1?[RdbF?Фݏ@@$@"^ q@8E\@R@ F3@%+B( Y?,P.?]1'(F?@@@$û6/@"d┹E@P cY@u@C.)FPMWq@,}ХB'o}?,s ?| F?d=>@@$6+@"iwP @_F@Сg"@YU|QF@# \B(Y?,?.F?]$@@$}@"e.@P4@Vm&@BGYQFv}R@v8B(}7u?,L?$[EF?Qh@@$˔aYI@"bd9@B3@Ե'@+kFʅBL)@ SdVB)m?-?rrF?d8(@@$CY#@"]mE@-Ƿ|A@;@ +;F"[lS@$B)0S?-H?Ϻ F? =i@@$!=Q@"VS@?fu@pE2R@BBaF LVt@vB*@?-۟7? 'F?,I@@@$?NMHp@"Nry2@aD@M?,l@, F C4R@O2B+cW?-ݬ?j F?~w@@$~ȳ@"Gn`@߁CP@0e<:@[>١F!-b@2oB,!,Nm?-ܻ1c? [F?~|+~@@$ь@"AHm@pfPx@ED@pmF"G#5@RI>B,b}:?-hb? +F?~{\@@$t@";$v@5@xO@N~LF"(@e+1oB-h}?-諭?>F?~{FLy@@$Li@"7S@ȠR@):Z|@,φF#:W@IxͦB.c6 +a?-me)?䇦 F?~{ @@%gC@"4dؒ@ăP@įqh#@ eEF$sNB/PC{?-ZI@"'2^@Nң1H@u %*I@ӑ}F&߃o@BB07x?-@?᩺E0F?~zM@@%+=@"#:_#@<@\mkTB@~xF'V@B1It]'?-ಽ?IH{VF?~y(@@%8#VJ@"!m@*x@D,rFI@e t,F("@T2!B1 ?-%X?9 R6%F?~ye"@@%FTf@"@mT@wd@,rNT@EsF)s+@YI?B24S?-?ԖF?~x8W@@%U?@"@ a@J@'ߦ*dF*.M@di&UB2Q3?-W?ݏB٫F?~xg'@@%`Dyp4@"/D@lYF@[4m@ +6[YF+əۤ@G"LdB3-^|?-Y?RCF?~w0@@%iv@"Y@-F3@??Kt@ F,z@)yuB3|Z;?-?ک5ajF?~v3@@%t@" _JG@pz@N|@ϲR@F-@ B4N2]?-㥅?lF?~u±<@@%'߷@"J@Wl@2?@~BF/Dp@*7B4aHt?-%n? |V2F?~tU@@%uE|@"@^W@eAS@RPUF0^'P)@[q^cB5?-l?Qy$F?~re@@%?nP@"$T@HP@d@hb,F1#Y@\N B6czQ?-78?Ӂ'^F?~o@@%O[@"'d,0@6&v4@M@EԴF1@utB7!Q_?-l;?Ѳ$LF?~l^N@@%I.@"(E.XNt@@jJu@";F2MQ@Q1sxB7徳Q?-?jFNF?~gv8@@%%LPJ@"*Nu@h#@VjSKe@G|*F3*@,g:B8 +Dm?-P ?!,ZF?~`#d@@%@@"/A@CE|@D*a9@"/F4AZ@2J`B9l;*?-W /?}zF?~T@@&%Zi@"6@y@4$@!ڢF5w@gSB:\H?-ަ.?;F?~<-@@&*iܝm@">D]@&-@%@@PF6}q[v@FDB;/&k?- ?o +F?}=@@&:W@"Bc^zm@ @i>_@WdF6Um:@E>B; 71n?-?5#EF?}3W@@&7V)@"Aȋ@8:FL@]VK>z@:;F6*5/@˺0B:縈k**?-֋?’PmF?|7o>@@&5F.@"A?Rh@`) @z>61@F5Wx@FC*NB:u[\;?->?K"}F?|7s@@&/R8@"?w@Ř@!N@@[r@EF5u7 @rĠB:G.?.H?.aF?|3WP@@&(,X@">BA}@ 2@' ɫ@fF4wBQ@vW0B9EDpx?. +?/?MF?{4vN@@&T@"7`bl0@"S@2+ R@= F3S܅@!oB8嵐3_?.M?׾F?{W@@%sr@"1'J@vh9@?(`}5@oF38w@>_WXB8JFC?.)J?p;F?{b'@@%9@"-]@kc@Md@c*3F2}1@\R1)B7sg ?.]?kF?{y@@%#@")mYrq@lfT@\WVi@ +F1Oq@yM)ͯB7 L?.1z?ޙ2RF?{fH@@%=/BO@"("@ג)Z@mf@&B) F177{@B6tHi"4?.}?S}B|% F?{XgR>@@%‚I@"&@gPsB7haL?.EI?9{F?z% @@%פYӋ@")C@whE@co@h!%F2ZC@m,6B7Ja?.P,K?J@#gF?z€@@%I+%@")_@̒@gL%@FF1gH#@r B7,zEq?.Vժ?ђ/>F?z`Y@@%Ҡ sо@"(`E&@ҟ@jzU7@!4F1Aa@@w]c0B7އ_?.]qr?dhz}F?z)Sy@@%g@")R-r@*H@n0,c@'=F1AW@;2sB6ӊ&]v?.fhm?h{*!F?yXL$@@%ۗ3@"(Ǣ(_@@uHة@1/ {F0 @F?x<@@%j~@" JCH@3I@^8<@">F-!P@863B3ܮ?.®n?U w<F?xgܭ@@%}@@"s@x[@нj@leUF+}@:db[B3V?#g/?.f?۠yRF?x6@@%oÖO@")]+@x9@K@J OF*X2D@[iPB2ƻD*?/ ?Cn-F?x@@%e,1>@" Xw@fE@"@FuF)c@@y28kJB2D{šy?/E#?҄lF?xO;@@%]iDw)@"#z6@` @r@'@F(m@B1kO?l0?/zER?2/,EGF?x$@@%K,@""\@gj"@0%@y@H8F'}2z@B1.x?/ ?#:pF?wqy@@%9}P8@"$i# @3B#@M*@oh)F&l~^zK@ B0!?/?)jF?wڞ:M@@%*Ȋ@"(-@J)g@lzR@ +ȱF%i-Ӡ+B@^B0:"$?0@@%ԕ=@"2;U@z|%@Rih@>yF#֣8o@K?B.7B~?0a>K? F?w-P8@@%*(0@"7;LE@>j@'@HeqF"ZX@pxB-B?1??MsXF?wi +Yb@@$j+;/@";~~G@g^@#%#-@>0}F!k{@B,tlh?1<3?VFF?wRw&<@@$ʁif@"@A@3@ ?@b(F!98Fͱ@tPB+g⁘?2'd? bF?w>J]>@@$*@"EcSA5@q`@$\Y@_>F L"i@"pB+ &!Ͳ?2hc?º*WF?w&ָS@@$⦍æ@"K_m@ş@@D@Ģ:F j:@>0s1B+>J?4v"?狛F?w\@@$㵣r@"IF +@lD+c@7?E@Q?81ڣ?%y`W2F?v@@$hub@"@ m@5$ӹ@~@ZF"@eJ7B-k(v?9t<?SCF?vWb@@$LE@";Q–@dˮ@@4E8cF##@BB.x{Cj?:0?o#sF?vj@@% ]j@"7.@9gy@tFc@ 0g F$CN^@}"B/wC?;{E>?;F?u N@@%,$'@"1i9@uZi)}@=Cu @<('-F%sF;PO@~B0?9T?=G? F?u8V@@%!|@W@",Y7@\r,@ */@2ЇF&EJ@)RB0Xh??/?W6F?tQ@@%/Jae@"(K³W@E.Br@eh=@<qF&|@"&B0.b\?A?[1F?rO@@%2]@"(>$I@BpX@a9s@[F&^9>@L1B0zO?B-/?'(F?rf +@@%0"y@"(E4c@E@evf.j@0b;F&?g@ +~B02:{?CV,?7gF?q @@%/pWp@"*jV@JU`@k(=@+Z2F&H'@:jB04v|?DwZ?w7aF?qM6@@%0b,\ +@"-qf@SSm@t @>LF%CX@B0p2݊?Ev?NIF?pu:x(@@%.{=@"1@^K Y~@2l_@=F%@>>B09ҦP~?Hhy?⪢yF?oPֶ1@@%)@"3*_@gK+@ƣkC@}F%ģ@q%B0N)ƣ?IX@?⇾nF?nv@@%+{ +Z@"2.fnz@d]V-@.@qF&lgi|@ HDzB0%Wv?J8m?^ZF?nJ@@%4'@".Xq@R\`$!@rF|@Hȭ&F'G.V@]kRB1 &??K\?)p"F?m1@@%@}@"+L/@? [k@Y4p@zw!F((a@RB1:\x?M=w?qtF?lЀS@@%Nujw @")@/} @ATS@Z\\]F)Q@ L6B2I_?NQX4?s s"|F?l>@@%]1 @"(7L9@}V@*ۛ\@;[^bF* AY@dB263i?ON1?F?j==a@@%g5Y@"'R@U@p@jΜF*oz@I!B2ibc?Pᾟ?ܠKF?iR#8.@@%o;Hܕi@"%0k(@g@}7m"@KkF+.$@/&UAB3n<Û?R$c?E7BF?f@@%xy`@"$7p@@"Ey@}uj-F,S,|@#Z +3B3 ?Tx@.?گ4~}6F?d_A @@%}9@"$e @'f@r#B@1:`F,@@B3`y?V~?fL0F?b @@%dM@"$xC@@޾BA@ׄLOF,ţy@1nB3ݱ#?W)?}?`R?ߛ LF?=&c@@%_ ' @",M$K@(r/@4Κme@FF'&M&@gB1W?Rf?` #?಍>F?=!@@%L@"-H=%@<#2Qs@QWSK#7@mъF&:*Xle@4mB04 +?`LR?dxF?=B@@%;Sx@"0:M@Q= +C@o&4)@+ F%7x@7tB0[}zH?`̜`?QhF?< U@@%0!|@"3u 3/@d@w@܆K1F%`XX@my)AB0&?`,?[lF?<=@@%)ǁ:@"4yhd@l@[\ +@?o @sF% + \9@H0NB/}b?`?gjF?<3@@%$]@"5| @s77@y|,@ZQhF$+@Xܢ{B/!?`^!?LplF?MB.w?a ?G-ҚF?<áh@@%ac ~@";0ޞ@@ӡ@](F#7@3pHGB.>W?a?"@ +F?'?a9ٱ`?r0F?<@@%(Htۂ/@"3 +R@kl+@_C@ٺ7F&3PJ@?9B0̘?a6J?SF?<@@%3qE@"0YR@W~f@yC&G;@fJF' +F@A&]B1=gs>?a?;iFF?B2“\?b8eD?݁DtmF?<{`@@%l^(i| @")-`F@^@@M8|-@AF+lCb@9LS!B35vx?bPa?۴^l]F?F/}Ϭe@̰/kB5,j\?bv?IEF?<[3/@@%T@@",Ww@ߒg+@I~@R/F0|蟇@ B5@?b?{AdF?A@@1@"F5v+q@dFB:~?d?pBF?:yTQ@@&;û@"J@obk@2{u7@F6lD7x@ߡ?*B;@nV9*?d(&R?KU(F?:豜@@&K\KW@"N|)@@'|@Q^F7ASP@w:8B;W&L?d9A? WܜF?:d@@&\v乇@"T]A@pk2@>E k@o2"'F8x*_@u۰6|B<KHa?dIp?@UF?:Dsl@@&pj@"\ri@Dѐ@@VHPF9{@X/B=ޜ?dY9?kxҎhF?:Ld@@&9@"e%b;S@rUo@r5@>eF: /@6mB>bLs?dT?Y<VF?9؉,:@@&)#@"qCNy@_@a@$%=F;C;U@|B?g ?d(?wq;t%0F?9*J@@&) +'@"}5@[@% @T F:'@ `P"B>̲?em`?AWF?2N}F@@&UQ@"}l1b@͌(@ +w_X@7F9>#@>U!7B> R??eG?Q&> F?1O(B@@&l@"p5w@~/L@ _9eU@.F8ʵ ^@ZaB=XaF?ex?WnF?09p!@@&рr@"f5@u 4o@ w6@Fal SoF7(G@yn1MiB<ۓx?f*(?37F?. 2Ur@@&oL @"] M @wi4@@^2bUF7VI@hB;٩?f[Y?^WLF?+6au@@&]M@"Vˋt@@#g4@wRtaF6kO@LJ[B;gXKB?g`?hU{F?(f'ih@@&R@@"S7K@[n`՛@)R7@F5ת,o@z`B:?g+]#2?@;F?'>7@@&EyM@"O ?]@ @4,Z@RdF5/ D@6B:YF?g1 `?ъkF?'t@@&8;T@"Lq@4EQ@@1^@DP&F4(PI@6B9G[v`7?g9 ?Ȩ(F?'Lڧ@@&h.@"E +@@N_/@`LF?%[@@&+i7&@"J +@r{9O@M§@`jwF4T/{@z 4B9t?gk?s? &~F?%r@@&2[6C@"M50G@.vi@N +=@botF46n4a@啊B9ͪt?g+[@nϑB:\X?gƻJ?@VoF?"5<@@&H!@"\L@8%Zq@Y@9F4s`@yB: ຕĠ?g Y?IS1FF?!@@&dQ9@"usb @28y@z9@pGF4Ju]@3B:6?h:?čNZ:F?)@@&V +$@"g)@X@|ê@~!xnF3 3@P1yB9Y4?h9 ?5WF?1@@&b@"Cn@1ɰ g"@]\@@mF2@B8vՂ?hW׎? &F?+R@@&ya@"*K@8!&@J)_@1F2%Q3@0uB8W1&X?hwz?36F?R@@&le$t@"y/Mv@>gT@٢x1@Lu[F1}S@ךzVB7b?h ?ϩ4F?##@@&a-o @"W@F!@,*@hϜ5F0{<$@7B7H?h ?J]6F?: @@&Klsڲ@"x(5@Gk +@0r@1F0@ C.@# B6b?i$n?ҽ ٧F?򟧋@@&9H֜@"QV@Mn@3j@ +ZF/Ðme@84r3/B6Q*_?i^W?ӭ*hF?O\w@@&,T@"č- @O%@p@E8F/ '[@?zdnB6Cg?j^F?W|F?a<'@@&(;(5@"e@Nd(@ 'ӧ@x,KF/]i@H<B5⵴?jKH?AI&F?ʠ<@@&"Jo@"|z@L)zpZ@ d@ ?F/)K)Ahu@O-`1B51Z?j޲?ԉEğF?0#@@&3@"{btO@L뙽@ (I}@N-gF.lS@VGOB5|7?jˆ?ғ XMF?5Y@@&},O<@"y^LX@@K;:(@ 絢@[ÞF.(@^HB5?k%S?JJF?U@@&}*@"w5M>@J&(yّ@ C@H e_sF.@enqB5oK ?ksJ?cfܬF?#@@& +7jO@"v @JvƧ@3~@sF._@mLK!cB5S]D?kn?լ^zF?VM@@& @"taB@JK@H墕@+d%O F.+?;@s9iB57#~?l!O?!n=F?@@& w @"sL8E@JK@|@}GF-@zD>B5Os6?l` ?;B$F?ؐ@@&#H@"r 8@K-I@yf_@^5F-Cy@JB5\@"rAxf@axb,@8R)@,jF+Hх@T*B3eB?vgi?>}F?PN@@%q5@"o嬨o@grnA@Dx)>@~.F*& O@Ή HB3(b3?w2?TxtF?d}f2@@%G +M@"o?(/B@k*+@KM@&}ܺ-F*,@9B3hCQ?yw8?O&F?D7ñ@@%ڬ hz@"mԘW0@mHW@P,@.LyF+S}t@lrB3a?y.J)?#RM-AF?N@@%}(@@"o!fJF@iژV@HôO@"nIF+vڂc@Xj B3GDو?y?فhF?Bc8@@%MN@"q)\@f!`@Bl@F+Zr@f B4Ӫh9?zYb?মF? > +@@%@"sc=H@dfbbi@;q@ cSF,KDrS@S\B4GK4?z@T?N{xF?>@@%@"tCZ@`^@4wo\@*TF,{@K!z|B4a([Q?{j@"t_K@_ :Jq@1jw@wF,A~@YAB4zx0z?{ɽ?8F]F?.Gn@@%r:@"tM1@]d%8i@.*㗒@SF,2Q@mB4p{?|p,e@9F.C#m#@f +B5R҂e?.G?r$\oF?@~%@%QF/y @E; },B5o??Ӱ>bF?G4Z@@&'R1@"B@N%TĞ@ (7@VJhF/:@MY2.B5ɻL??n2F?f=@@&#'i@"}QL@N@z@ K/@W@&HF.,@_=@[cq[B5'?e?ԨX#88F?:t@@&ӛ@"{ACc@PK%'W@@ø) F.J^ݦ\@iB5P +?}?KsڷF?*@@&/JE(@"ydco@RI@AIJ@θF-Җ't@w+jB5Xº?Sm?9D]F?g}@@& 0Ё@"xBZ`@UO`@5a@Nd`F-]5wm@&ɬB4 }?/s+?֏=.ڷF?AXP @@&W&]]@"v'@Xv5)@%=d@-AF,Љ-@>B4+,?o|?/F?vD@@&dW[@"vKk@\s[@,e@񾢺ZF,vrc@(UB4^t=??Ч\KF?dW@@%3w@"u@a@3gn@x:׏F,]+@CjU0TB4$-? ?pHF??@@%W@"up@fC];UE@;+@ +F+PQ@6tB3[9?+?eF?KRL@@%q1%@"tZ16@j߳@CY)x@gF+$gG@!~mB3I{^?§?٭MF?@@%MB@"rS\e@m]>@Jy+zE@!OF*N$@tPB3{Yi??J0YF?'r@@% |2@"r.C@q@R@-?{sF*J{@zvjw1B3DM|:?Lc?k\F?oij@@%3z@"qA}W-@v"kM<@ZM@9 QF+ W,@ƄybЪB3P?%%?!?F?[-Q_@@% +@"s6$@pEx@M@%ĔF,lp@g +^QB4*c?*?`?HF?H@@%T@"vAG@gӬ +u@oF?&@@&][+@"@5iٔ@@N@mH9F6VEзt@, +B<8}?sZ?W +$ F?yw@@&ԓj@"\@7 +g}@>d@=F6jo@ԴB<ُԄ0??+F? "@@&ߚ5@"~܇@9^£@hb7@4F7 O@vou}B<KG?1?'{F?>@@&+"w@"NT '@7#.^=@VLyx@;VF7jPo΁@ƥB=0W?GĒ?Ae F?ae@@&pt@"e@5ky@L~A@(pQXF7Ƚ76<@U?krB=xw?Oz?6]ZYAfF?[BH@@&%l?\@"*xG@3ó@~E@AGF8(Q@MB=1?e?) "F?e{~@@&y Rl@"]'ޛ@2+@.ґ@9F8th˿@QB>3s]./? 8?/GF?t%'@@&#!@"Ĭr@2e&@31@xHF9l@ВHB>?9)?fqF?H%if@@'ķG'@"s}a@2#@rI@im-F9tG>:B@ O%_B? ck?Q?vZF?U"@@'nѮH@"ɢ4C@4I5<@|:@]?5^F9Yh - @B?z~?SB?t?i`F?ib{@@' {I\@"μ#1@>q3E@l;q8@c/}vTF8p#)@q+B>6'9m?z?zypF?#z&J@@'xB@" y@?Kxe@@~hoF7@@B=lf]?9{ +?i@F?Sb)@@&-@"ǂ& @Ac>@րyK@cbF6rU.u@]mB? +Ս% F?FI@@&@"@?= z@ƍ>@k&F2@r,jB9-@7\?.k?ǫ|F?@@&(I)@")ǣ@A @Ң@0ݲNUF2"K @S.2B8]l_?MT?L F?+@@&w q)@"!f/@GaL@ @RQ0F1RB,@$B7d?lP?jTF?"~@@&hV@FC)@"Sv@Ql@Zh @tVjSF0F@b̟3B6Ҙԯ?%?GFF?a.'@@&MbYTw3@"5 @SC=|@oG5@F/Sͻ@5" B69?7p?BqsF?;.B@@&7J@"@ZjN:@\u@{bF.5>4m@YI]s|B5a_\1f?gB?潎F?7D@@&$5@"rf@dT6@&oZ@oWF,ڿ@}B4*?h?ֶ3}7F?i@@&j{@@"^B@pB@;,D;@¼F+6P@`F}B4 )?0?؇;AF?/@@&S@"6:@}mh@Q@ +F*R$eq@;@q`F(>wJS@aםB2C{Ol??ݥyE0F?HQ@@%:-@"w-ʭ˜@T=@ KU-@|IF'.f@_oXB2*$M?ǠG?H\Kh6F?A@ @@%4=@"uB@]k@p@QAF'ؖTzc@#2.B1cghU? +6?ގRpʏF?P@@%'@"u44N@o@l @F'@) #a[B1,3r?MZ?vF?~}b@@%?(@"t[_@\{@@ @>F'iɣ @0YOB1讍*?#?!kGF?B1Y@@%@"sU@h@5~_@\B(F'BJ(@62B1o9?Yé?`\>F?h@@%Q+@"s`7@e@gF #@bAF'@;@YTF&ʉ!d@F2QB1s> uv?&?AF?Y@@%J@"t?_#DI@y; @5~>@&4F&Y@MѕB1]yFM?􏄤Ȇ?8s=F?Zԗ@@%v)'w@"sI@!@KEF@wD'F'6F@:OB1}y?}]?x=OF?uj@@%HhW@"rjR"I@N@y:@~>^_F(Nk@oZB2@s:8?&z"?ݨd?c1F?@@%(UP@"rߞѷ@td@@xZ%F)s0@#B2 ʄ?({? F?@@%՜N3@"s]@@n3q@UEKGF*|v@/[B3z)? #? oF?~@@%~-Ő@"wPbI!@y@Y`W@2/ F+;)3e@DB4 {?ٹ!?0Ov>F?Ti@@&Ą@"{,G֫@p$6^Z@DW@ ʔF-2] @ +0B4Z?n?V-F?}n.@@&~@"|P]X@bEk@.P@D;KF.yKKE@]JM"&B5sHY?ݗr~?ԌVF?p@@& W@"{YdQ@Z% >@ T@PF/s5ԬV@?Rg:IB5Ý?L?~F?_,@@&1j:=m@"Hga7@V/n{@4@UF0Oy@1NꏑB6AU??fsM,ZF?\@@&9i]@"z@S@ +R~!8@(AF0VEM@}QF1aQf,@y6'fB7l9U?b?qF?R @@&k&\]@"HtW@Qho@Ʌ9@sEF1@ۗ6PB7戴?(X?̶&́F?K9@@&shߜ@"V @QEc`@L@inK|F1ž`@ɒB8.-:)[?9?N[F?A 4?,?mF?C~@@&G@")]6@_7@ޡ@QVXqF1@Ż@X\B88?չl?"JCRF?Z7)@@&D@"F]}@k@h@mF1Mfl(@(3tB7v~?ޝB?W(qF?ఽ+@@&{;@"fLو@qW @ +U@#zxF0q=@k]B7)'D?_y?2*F?qF@@&z)(f@"@x,3T @^k^@>GF0Dj a@DlFdB6@?ps?ОF?<\@@&jh@"q[@y}O4@"ӟv@cF0+oZ@DQQB6ߙV?Df?IF?fF@@&e7@"Ļ@w'@"4@ v%2F0')@䇻UB6~]0?-?+`W F?0@@&`nlP@"ֆ^9@w*@$KN*@"p!F/2k@~aB6Z?*?t?ф_ F?LՕv@@&Z,@"b@v|1^s@&> @SF/aa]3@$o`B6 ?sĘ?%gڛF?ˁn@@&Qr"x@"@whH@*@#deF.«v@2k'3B5 ?9w?N8F?ޛf)^@@&IPֿT@"z@xK#@/m)O@oF.n1@?9);B5Ǔ?~P?f(F?k_)D@@&A|J@"@zC_@5e(2 +@۰`?r}?Ԧv(F?\s@@&3]gh@"+rc-@1 1@AWR@lF- :GP1@fB4p?B?DjtʄF?o8M@@&-*y@";j/$@v@HJW=@O,F,OPE@sdOND@fF7툥 @Խ9B= IG?"?_ +QxF?Hט@@' @"]a*@^@k@u?wF7T@JB=?J^U?F?Ձ:@@' AM@"M)@rAi@KZ@ i=F6=m@T@B=VF^?p22?O$ fhF?cXq@@'1j W@"▸ԧ@si@7T+@1F6P@BSxB:Q@.^31B5*?Pw?F?#!@@&XDX@"_y@P@J+6<@pF,zZ@Qi +B4t-?!0?Ԑf$F?n-@@&En1|@"+/@`+2@\w"@ LF+U*@vB4L??QfYB?`䍢F?obս@@&4)`CW@"7,^@B6h@pxL]\@,{H>F*X@20B36~?:?a~F? @@&(ֹ"Co@"i;z@yG@\@LoPOaF)#0@iB31X ??z1CMF? A@@&;@"" @Onz@K@gE F)(u@JIB2fbaQ]?@"E=@НZ@@}v@F(fp@[5B2ˆ ? ?h!.\F?An@@%Tլ@"8B&@1g@]@fdtF({1@*u3B2TL?i&?KOxjF?cf@@%O N@"÷@ħ +@J͙@F'It@zB2 4B}?:;?ܧ2 +}F? ji@@%*-]@"V$䕗@@@Dv@AF'L=[@ +3\B1gl"?Œ?FKF?~9@@%i +m@"+@ˋt'@geP@'F&`@x@B1`?v?Ti7F?~vm[-@@%,9@"K-@|pg@z~@(5FF'l@q#B2i#%?˘?lF?}h@@%m$@"ux@ KK@6@+F( 0@ + +B2USa!??QmF?}081@@%z6@"L]΢@&zW@fv)@9@F)kx4^@1?]B3os¾?#!?^mF?|_RbG@@& {X@"c@!$1@j>@iz#@.F*_Zw@XB38T(?e?d%F?{0@@&>FS@"UY/@S +d@>N6@N/`F+aRnn @^c*B4`&l??H~OF?yu@@&(}es@"h ԕ@zI'@nZۍ@0oDnF,B(@d[B4|#?(~?9:F?wA @@&8o;@"X@C@Y@MӇF.Gb@?S*B5t}j}?7?8]KF?s @@&KX@"pj@YuO@F_8@82F/eb\Tj@|B6+:{?ۙz(?\c7F?m<%@@&b{6$@"Vn2@$p.@6=7>@m,KF0la@rB6v~"?EpG?B0F?a7ɫH@@&~ >5@" D?@+Y @)M@)8F1-+8@-wB7׊+?4?=UyF?K@@&!twAc@"]E@(@wE"@~FO F13@^B8I މ?,t?&!F?7 /&&@@&ۘ;@"r@3gХ@!$@xh0B:W t?UPi?OxF?L,@@&"PW@"4Z%A@Y'@@? +3JF3Vķ@'lyB:Tvq?ƍ%_?8P*F?U@˲@@'/@#=@d?@1r@GnF30}j@Au*B9K?PW-?F?B뿉@@'3@" @Ũ\3@;,OXw@a6캜F2 +@W"k _{B9` ?]t?j#JF?A )@@&ư@"@ú@?3@sƮ3F1MH @sp΢B8$P?^D1?S].F?A|l\@@&mf@"|Y+@\Ei@HܱD@F12a@^QP B8ja?^o?C;/7F?Av1@@& @"Ѹ@JV0@QnA7s@tq>F0$@ B7s:\1?_ >?3_z~F?Aq@@&.@"E\U@Rގ!Z@[G@^KjkF/%@*j$"B6ܪR[ +?_-I?7K-F?Amπ@@&"Q@"ۨSݤ@͞&w@h5$f@ۺQCbtF.εd@.~B6Q4a#`?`:b?ε9~F?Aj)_@@&y7@"dy'a@Q@t".@Q?F.@fÒlB5ީ.%?`ʋ?zηF?AfKb@@&5@"/.+@@}~@@EJ%F-'<@dB5|;N?a}_.?h F?Ac@@&ˎC@" ^@Ԥ_%g@;@RQ F-;@_1B5?a g?A>BkF?A_w^@@&9m@"%BE@ @Jۨ@FD{JF-Z@1@rZdIDB5vGb?bi_g?ц6F?AZ5F@@&,W@"E@M3@@=F-)5ơ@juB5]vY?b/?"BNuF?AT@@&nn@"̌RW@jf@ +<$)@_LF, i@ w96B5C +j?cVa? ˢrF?ALk@@&5@"Q@IPRf@@ )Y/rGF,ʴ`-<@%$B5)9?cͶ?MpќF?AB @@&xI2@"J1@^@IO+@$]uF,`5@*"CuB5)?dvv?Ґ.I,IF?A3?㔀@@&|*>d@"Uh=@p@P@)rKnXF->o@>aB5f~ 1?e|?ѯ(rLF?AA@@& @"1%@$2@I9@;PF.Kh\@B6_C?fB8eO՛?g6?~WF??%"@@&׫02f@"w\PJ@!T^@GjP@FF2@/o@fUtB98E?i!&?x>F?>YN@@&GC@"s>@b-@>@{OF2e(@H`ApB9^?i?O,vF?=r=y@@''V@"Rk@@8I1E@c?%F3jmf@+UU"B:v0?jO ?klϲhF?=m @@'wF@" T@ŧ8@3gR^@K1㮑F4^rĕ'M@ ճ'B;,]N,g?jk?Q_%#F?tB;ȅ.*?kw?C F?@#IU(F4Bޙ@^W\B;GO.Y??k̐.F?ߎ#&@@'B}=2@#@mh@Hl@?F1Y*F3;^@LcB:i5cq?/;&??/RFIF?=f@@'7%Q@#h@Z@Q+P@ZŝF2b@2 +/N=B9ޛ^=??Ej8F?9\@@'"[U@# B3aA@涮@W%{_T@sF2)ϓ@PHRwB91Xp2?5! "?/ F?y;L@@' +(c"@#noq@㛃@\|t@jF1>`@mL B8fLz9?\W*?&F? @@&| :+@"-o-@ +8)@ccS@$m`F0|H~@6?B7U_v?Ʌ6C?%}zQF?yہW@@& 0o@"+Y'`H@{@l\@">F0Etx@P`B7Fi + ?ɰV_v?ȶ6u= +F?-@@&Ԥ1@"_"P@n @wFR'@7 +F/`@ƟsĬB6h*?N?ˤLιF?f[7@@&>ۈi@"Ȱ[q@v~&@;wI]@}dF.>ᛐc@HB6R?|?΍ hoF?˼ͬ@@&0@"#@@!QH@}e*@D{k_nF-(o@`B5h?H4:?нH>#uF?ʟD*@@&@"5AZ}@B@9y@'F,](E@zB4?ʋU<6?2bvF?^ @@&ۛ@"ۚ41D@[W@,F@Avi/0F+R^M@8>B4V5_?! h?W$qђF?AZz@@&t@"f٠@ +~@H?g@U\CF*Wi@BH[B4R ?m:?ڋ}zF?ƿ񉛘@@&~@|@" @@[@פT@_0QnF*2ve@Ji4B48bC?ǰ?(F?Ք#:@@&y@" +[T@hlˈ @vRX}@bnF*7QN@O/ǫ B4 ]!?(G?[sF?ȴ@@&wLv@"ӵg @q_t@u2@gOwF*t/ @T>uWB4 {?̗:f2?ԗ)RF?!@@&u +\W@"m@̆@@m+8F*HX~@Y4goB3^?x?}`G@F?^@@&s%. }N@"c%D@? J@/[@rDW&F*tU^@]޼8B3ٽ4?b +? cF?`b@@&qt@"Ib@@Ƒ۪@wr INF+( @:7EoB4pb+? ?;K3F?y@@&V@"pI@~fY@WG@\l2%EF,-Sp@bB5)?Ϥ8?ѠKeF?e6@@&C@"#v@q6v@̢-@C=U^'F-GnS$ʄ@Y +w'B5]=`? F?ZAWF?q7v@@&&V@"zp,@!@﹒l@(>F._b@@MDzB6,G;?В5?/?3gF?'@@&@p@"5:J@;4@HPV@F/1e@cۑB6'̄? Q?7OF?l2@@&xZ@"rb@s@@ET@ӲzUF0Vr@,5B7`p;v?эrH?<IbLF?}^P@@&_Z@"ei@<#h@}Y+@ٜvKkF0@<̤B8y?*b?9U´bF?w/h@@&w@"ίa8@INo@tmf @t F1A@a΅iB84?E?%F?m 6@@'>F^@# +,@Cܧg@n>D?@כF24PbC@Af{B9SX ?^2?KF?[+b@@'"_8 +@#C@Bpx@lq4/@s\F2n/@@lXu\B:f%F?D?GF?8I2@@'D6|jw@##N@ӹ_@p_so@*F3{l@<1B:rV=?#?:P yF?l@@@'Zr7x!@#.׉@<&B@t H@k󶦅F3ЌOf@ݒHB;*6 ?4?ˈeF?B \}@@'nhv@#:\'U@!T@~˟4n@d($lF3T@lwzB;Oo=?Җ?rF?99@@'sժJ/@#=\L@%3B+c@Sv@a8F4(@K@RpʜB; R?ɁM?F?Nh@@'|5f;@#Bqjv@*q +@B@[.JbF4@nx i@XZB;?QAa?WwF?wv@@'\94E@#H +Dp@3Ӑ@M@Z6F47SG@B"B;+a z?h?`H m`F?<:)@@'{S@#SjGV@E=@3i@a.nF1T8ż@N~B:RvO3?Z?pR5PF?w@@'?K,@# !@l}@xWE@хF1Ot@=JuB9jH?+?AWF?Obo @@'U:@#;gvw@*V@g('@ܒF0 i@8hWB8ѫ\?(y?(sgGF?6O@@'ã +@#|4@kY@"8è,@$ a RF0M/O@z8!B8ob?х?F?3H@@'0`H@#^Ə@¬EA@*mKN@4~{F/ +|@3x U.B7y+{?*?|GqNF?vॎ@@'Sj"7@#z0&r@Ri @/̗@M`vF-L8@Q?؄B6!U3?I +@#a@ +ƒҲ@8e~@4/F,yQ@7 B6 r?5?x> F?My@@'Wh)~f@#^gt??.?7F?ABt@@'Lwx@#Z0N@5Ť@;~NV@-/F+F04@@jeB57?u$?ŎMμF?=B@@'H@#X@{K@n@ oF+d6|n@şlB5,??MvZF?8k[@@'E@#WF@S@>Y@D$F+$ed @S>B5.͊?֠e? 1TF?1@@'K+U@#Y'h7@t4o@:аE@@CՖF-@g?i`@n (B6kҷF?[?_|@@'Vf@#D2J@ e@dZ K@{K5F.#@3y!B79?7\?`0GcF?TW3@@'Ơ:)@#~.o@q"@d*@60=|F--@:)%B7iᛗ?lR? ]F?Nw @@'7@#7@->2 @cN@KCF-?g@?A B6ցbW?]?pzUF?Hqؿ@@'8`@#g@%a@cp@JܦF-Zf( +@E] g:B6? }?,F?B7@@'U ?@#|@On@d&n@[HF-b' @J04&B6~Q?!`?>GF?==@@'[T}@#B@W`@dmv@PF-3}@s@PYB6-?r m?oiF?6VYƕ@@'PPy@#@@e"S@tD_F-+ +w@Ucq"B6{JO?ts)?b dF?,*^eh@@'$@#Si@@VО@f‡@v F,,@Yg(B6m]M??k:F?sf@@'@#/@V$u@fn)"@F.G4?@3dB7.Q| ?m@]](F6vRZ@r1B&IMTV?|? G>mPF?+d@Y@@m@#@'C@du@tQ!y3F6tz0P"@B%Ip???G5uKF?;-@Y@@toO@ms@Seg@ei)X@NF6rc!@ B$U`#?QAH?w3mF?ũ +7r@Y@@2@FJ@|^:@hR@ F6qCZ"@ +*HB#k?M?ȟF?x#@Y@@xwq@!`@LV@m>+@; ^F6o ̖5@~:aB"tSi?ܔ?6LLR4F?O2@Y@@|Nh>u@h||@r~@t!J2@ܼJF6m:Ué@*C2B!*Y?1?`ؐ*F?-/@Y@@ -~@|@?gN@|Sv @MF?4@Y@@Mr=t@XS~@ @]@"F6i%q@WMB *l?2?mqF? @Y@@gש!@PM?@N~t@@9 F6f@}`?B࡮#x?$y?4lyiNF?N@Y@@?wd\u@]@7*m@C6S@ZV`F6d]I>W@fB}??x)?{F?Q5@Y@@4p|@ٞ!@)3n@11V @|qOF6b7\@6Og#B+BdL?)d?;8F?ļ @Y@@N%@r>@Ec?@x@Z_F6`'D@W@fkB][o?RX?]sF?Ĭ\@Y@@zyR@dsq@CBqVWܿX?r4?nЀ:F?ĂO@Y@@ ,@Gy؎9@|BK@У%@9g +F6Xl{@$MlBdIz?2?a4.F?udEw@Y@@UA@Beh~E@3w@3@b0F6V?ri@. MRLBbu? ?,F?h7=S@Y@@X-|I@?;g@ {&F@MPD@ F6TkT5@f 3SBmQ@]?G??WQF?[V@Y@@Ӟ@>ԠB՜@5c@i@!~F6RNX@8B c%?s??fF?O +j@Y@@cd@@ Py@1ǓVr@عA@*~þF6QnFr@T6^B(_A??$vF?Dp@Y@@fOk>@Cfa@G/O[A@L+L@NTF6P!C@A.B͓\?J-?AZzF?:L@Y@@@H(35@^ E@@;K ;F6Pdg3@#ǗvB&c?P?n!h%F?1nj$@Y@@@O@vM!M@7]g@iF6Pn@-l{"B>MI? _?,F?)@Y@@u2X@X&G@7;@@2b^F6O)F@ +B + `?1)F?Y*@Y@@Ũj@mi@g@h槹'@\vF6Py@S;,vgB +??6#}+bF? $@Y@@ch@6@Gr'@@:uF6P5s@f?PB2ɍj?i%?4F?ֻ9 @Y@@Xm@)<z@=Glf@*&@qY.F6P;@k٨BY?-7?&AsF?cu@Y@@uy@E2ޤ@%2AC:p?X0@XſM(F?ê{@Y@@E+@L@MD@`@vF6OwK6"@`- mAݝ?@-i S F?á0{@Y@@]۽@]~K@u9 Y@ԒG@gdR@K,][@PCL@VCF6JT>@oblAon? b@5>NF?Jk@Y@@RP*z7@q5@~(d@ !#@=p=F6Iv@аeAǑ]?!V^@9F?>h@Y@@vngB@IoI@!@P@31F6HZL@4? WA1?" @ؚvMFF?2 >@Y@@?@ujD@*0S`@'`@q7 HF6G:4@њiEA .R?"д@*i.F?&L;@Y@@@d@'َ]@/_ e@_F6Fl^ k@QQ#A=}@VJJ@@ENT@-F6C +?@)AuW?%t"@uMF?/(@@Y@@;3nP@0Xe@=@v@m+qA|F6B8@IA sr?&th@p41F?R @Y@@e[h@aN@JijZs@*CJ@\F6A;=@ӻ8?|A쳷D[ ?'@mF?.r@Y@@ a@%@-H@RUʶ6@;dF6?B@0߇2Ajag^8?(@Q8I F?xx@Y@@#1za@@e]!@{h@-kF6>B +o@Ԩ5;/A/ˠ?)x@d:F?3@Y@@@1@{I@2u@ +Ղ<@n$ +2>F6<|A@"M6SA@i?+AъUq?1o@YbTF?zj@Y@@\G@Kh+)@u"@@J})o/F63K@ױx_AtD?3A4@NF?jJ9@Y@@ +PNI@7]@ݓ9@;U;@yF61X@>PANZ?5/+@3}F?YE@Y@@<>@ntUQ@:@ +F?b@Y@@I@Q\ @ 0~a@ <$ @ kuF6&G!<@-b+@A0J?@@ +8d(F?|hE@Y@@D&؀@@ 8q@ ]N0+@ ƃ3c)1F6#^@Β)AR=?C@ +_,Y\F?ܯ.@Y@@{\a@F;2M@ W㖩@ }@ 蟦F6 @@s3"5Aۊ/_N?FK@ +N F?A4@Y@@Iy@ 3@ wg&@ 09@! +oF6+M@sAMp#?I@ -^ǢF?ή@E@Y@@zR\k@ x:dE@ T֨@ f@!-/[F6[᡿m@ÔϒA`?Mj|@ $SF?g @Y@@"j@ <|N@@ Q^?k@ p@!OYږF6Yp @xJ# )A"\o?P}_f@ soF?@Y@@[Ÿ\@ Z +@ |nFb@!L+@!r0cF6OX @,YA ?T*_@ #AqN0F?8s@Y@@gz@ y3][@ Щb5@!"D\@! >tF6!vև@@3A?Xl4@ uXF?'@Y@@s,@ ݣ+8@!O +@!C##@!VtF6¤!@Q }fAt?\@ .F?rg@Y@@ +`@ ɡ\0 +@!8@!e+C9@!{F6 R~O@౤`AH?`a @ % jF?_.@Y@@E0e@ @!YPƳ@!z@!rF6m@z QAP"?d2@ j'r|F?M$vH@Y@@TP@ 4TnŠ@!zD@!e6@" VlgKF6@y?WA3>Uu@!ti~@"9R@"1j7@"rF5t@&A|cAE|?~{8@b̯F? @Y@@@_j@!Ԯ@"!>psy@"S䌸@"^WE]F5uc1@^A+?A^@VH F?@@Y@@@!*Y@"Cـj@"v#mhc@" bAF5&~,@ Z̸A˙ۊev?K@ F? 1@Y@@.LM@!U@"er"@".@#\F5e*Q@,rh2AZn?G@:!\F?xC@Y@@nN@!a6@";@">@#xF?eq@Y@@ XmO@"~@#5A^@#kN:p@#-F5< E@6kA!1?@ F?U5W@Y@@ yWs$@"7@#XW^b@#M@$@SF5u~@ ޷$A ?|@krZF?ES?@Y@@ }@"`@#{Y@#^.@$:8gF5q+z @蟗 ѮA-{?8q@G͸fF?5+x@Y@@ @# OTP@#:@#Iw@$_ǢF501:@1W]AY|-a? @qRF?%e@Y@@ [9@#&(e@#‹m>@#[K>@$/F5翽@uҔA?!@lXBF?l2L@Y@@ #/ @#I?=K@#F@T@$m"@$N3/F5!Ud@_^@ A&ʖ?I@c1F?@Y@@!e9on@#v>@$Rj@$,m7]@%|!7fF5Z;m@>&Fg*As|?KA@AM +cKF?H@Y@@!\Љ@#zY=@$vЦe@$8Y@%?"2F5K8g^@HA0x?@k]_jsF?"@Y@@!0}@#z")@$Z[a@$>̜@%d"F5;0Q@Db#2AV?/6@}F?,@Y@@!F:@$r,u@$UT@$1y @%F5)c%@?0 (*AӺ?#@+F?⿶h@Y@@!@w@$A!jH@$ e@%!\@%>F5R@!YCA]?.h@8(F?⿪ @Y@@"/Mґ@$e]j@% +7ж@%G# 7@%Y4F5(Ҵ@4 ABu?:k @F?⿞hh@Y@@"8nh@$Wn@%/{1@%lX@%9$uF4c/&@2=?u#A"?F z@>}EXF?⿓@Y@@"\3@$GC@%U~:7@%'@&#Ì)_F4Q|>|@kMA;%o?Q)@i*oF?⿈]@Y@@"EV/+@$G@%zF&C@%rTx@&J F4t% @A#v?]O@G΢F?~@Y@@"ٟ}3@$S!@%g@%D=@&q| F4 ޘQ@X>}%A >?j|#l@\}wiF?t@Y@@"ʚF@%Í:_@%G@&Uy@&HAF4y-@ŊV6A +Jq?w&@>LF?k2X@Y@@"C6J@%Dp=@%]P@&,M@&'F4mDd@'8A>2FW?-@S3F?b?l@Y@@#\$@%j{fz@&@&S('u@&爯FF4Nr1c@eAIv&r?[@?1[HF?YG@Y@@#:ϞM@%͡="@&;HS;@&z47@'g:F4.@+Az$ r?@j\9\,F?Qiﺂ@Y@@#`,@%ICH@&b?8ra@&nߓN@'7fwKUF4 0@pʋȸ>AG7|0?Xg@wKQ F?I@Y@@#$@%/@&?@&KXޮ@'_zCF3垅*@iAqRI?  @L{&F?Bx@Y@@#°@&y' W@&@&򅽴@',}YF3]<@XAmz"?I@O6F?;3@Y@@#Hc@&-{@&}f@'@'{E}F3! +;B@uA2X?@rjF?44@Y@@# AV@&T3@'QE @'C`>@'ڪ[UF3gt@KloݵA  ?r@FlxF?.[@Y@@$#ͻ@&}8P@'+>n)@'l򉾵1@(WaF36/m@SsA~*?iJL@s|F?)F1B3@Y@@$L< +e49@& +Z@@'T8F@'?c@(.u?F3d3@HfVA}AA?Z@>*F?#$@Y@@$ts @&56@'~Z@Y@@% @'x5+@(*"R@(mk/@)Y! F1Av@KAI/2?Tj@;+rF?/p@Y@@%H/@'S@(VqB@(@)4HsYF1_M@QcAq4u?e6I@ZXF? F_@Y@@%toZ8@'hO +<@()Cy@(V@)b'5F11o. @YGAq7ut?vᗉ@%BrNF?O_J@Y@@%m e>@'R>@(ol@(lmgXO@){S'F0=`̥R@AAQ)DS'?o}@JF?T:@Y@@%[6s@(,#@(j@)$*D@)}9FF0G @I^q,gAHH =? @H1ē^hF?'S6@Y@@%e@([Fq@)|涑@)SCW@)﫜mF0踓@bApFCJ?@zH^@F?4@Y@@&-;6@(*aL@)@@)W@* њF/cء@ЅTA@*;@+: 9@+5崡F&"o*A) A>iK$?o@aⵊ#F? !@Y@@(=Y] +w@*{|n;M@+2%@+xo@,:gAF$+F@Y@@(XW>@*ɪ"@+q( %@+Mg[@,V ~eF#C)A)Aݾ1L?E@*IF?E@Y@@(-^%@*&Z@+,'@+G\\@,F!UATnq3LAfʿ_Ha@Y@@)|o7@+޷~v@,y@,x@-|,SF"|A x@Y@@)݃@,?aZ^X@,5@-=m<@-ܽzFFIʽaAnY&Aˆ?@'mF??a@Y@@* ]V@,k-qv@-"1@-iRz@.ghFíwqJAW74A.?}"@"l!F?AL<@Y@@*2%@,`&@-K;#\@-gqŀ@.1l +F/#GA;-A?@>'uF?C~@Y@@*YEt@,QVI@-r͕@-4@.X'jF%AoAdv?%^m@X+P}6F?D@Y@@*~+@,G u@-a@-/@.|ʈF ԉ4>A.FA?ְ3?*Vw@ps@N`F?F*@Y@@*c e@-&0@-ɞo}@.)23@.1@F +-'AeKA~vї?.$a@-HÙF?G6t@Y@@*I3@-%<@-]@."B@.A%FjͅM +SARqċA}جy?2@BdF?H+D@Y@@*^̫@-E=B@-`@.BEDP@.KFwu0AܻqF?J2@Y@@+l@-dșeV@.@.a D@/$TFD!WA]w\A|t C?:m@aF?KsD@Y@@+!f@-+8t(@.98{ @.h@/فFA2׾T@A{#f?>"@aF?L^@Y@@+?U@-nc@.Vv@.cuA@/:5?F_j{/A%A{W9?A@5-9F?MH@Y@@+[fd;@--:@.r;c' @._N@/Vip'F8[6HP@myAzpw8?E߈@ՅF?OX@Y@@+wF_@-נ&)f@.ͅ*@.ӎ +@/qs݀E>@[Z8Az^L?J @ybF?Ṕ@Y@@+/Dl@-` 1@.^"%@.n@/ǟS"EeBF@~*-AyD?Nʁ@?:F?RkQ@Y@@+LRP@. |F@.JS6@/d%1P@/t~,E{-R@?;AykH%?T$@%;x F?TB@Y@@+ K@.& -Ct@.۩\7@/!!s/=@/G~E<.;0@K4LAy=[?ZRD8@3ZirF?Vmgh@Y@@+J@.? Œ=@.R@/9t^;@/0Ic+EZz @ +NLAx0A=?b 6@Aqn5F?Y"_h@Y@@+'Hbm@.W,9@/ h#@/RH6[@/fGE6_-@bT?AxXW@?l&@N:sF?\@Y@@,$Y@.p3V@/%25@/j\nv@0ǪN=E`J@:Aw{V?z[@[ʛkF?aۑ@Y@@,))}B$K@.q@/=:#6@/H-@0+?EL@ᥩAwT?*@i+϶WjF?i<@Y@@,A:SM@. O@/U_" @/Rz@0vET3Fd@DSAwB,ܻC?-@w ?HF?wWM@Y@@,Z׳@.E+@/nO@/L@0' [Eà9@9m1AvI?@zI3i|F?D +S@Y@@,ul@.%aw6@/J=S@/077@04EBGF@5t_AvnZp? @E}4PF?q@Y@@,p!@. @/&O@/n[@0BWSE&Rf'@uAvwt`l?3T@4MF?[K@Y@@,2%^R@/ eZE@/'ii@0 D@0P|E6H@U(O Auχ?2g@OF?A@Y@@,.w@/'] @/*@0p@0]^eEpX?8`@ Au@Y@@-ޯy@/u_0Q8@0݉@06,tng@0yE@"At9$H?C@pTQF?c@Y@@-15u5@/u@0 m@0B%}8@0$4 7EN+*g@̀0TAsB?@UlF?>@Y@@-Jm5@/ 3@0,@s@0N:@0^}jEP@o7Asɋ/?@"?F?Œo@Y@@-c@/`Y@09V@0[6vr@0r*kEN@3fQAsMU+?(`@)iF?|ǖ@Y@@-|e m@/x@0ER@0g@0 2El%u@F?^AsX b? sp@*jF?F@Y@@--.@/|t@0RDO@0sϜ @0|E `(@18)@1&$V@QJ`F? +@Y@@/u@0ȏb@1' +@11'@1}-HEH×@AP&Amg,+N?CЁ@u(PF?&\@Y@@/3EO@0P:@1=. @1<Ű; @1܌E @RAme3[?IZ@^F?=D@Y@@/J6SY@0,@1'8IR@1GÈ @1_MeEHp@k/DAm uT?P>jB@xF?mW@Y@@/`Jp?@0$a +@12p|C?Vo@$qݕuF?@Y@@/vynd@091@1xF?#(@Y@@/ r @0~{@1Gp0u@1g" @1=M9lE<^1@~:iAl<_A?eDt@8}WThF?'@Y@@/WG@0s(g@1Q +G7@1rUnȿ@1zY6E?@ɘlAk`Ĉ?lz@B.lF?D@Y@@/ĸ@1!U@1\ODk@1|Mt@1ƠB6aElX]߮@}eAkx*?tZN@Kd F?V +@Y@@/$PS@1I.@1fX@1}Ejd@1Ш{E. yH@>n:EAk/ojYX?|#0@T +pF?!Lt@Y@@/A_5I@1ik@1p\}@1y@1ڕE/@.Aj%.?/@]왆8F?$!Z@Y@@/-'-k@1&+*@1zY@1ci@1gkqE,giw@v-Aj\8?;@fRKF?'k@Y@@0vf~@10W2@1ш_ @1jNt]@1}Ed + +b}@AjdC?2@oHTZ|F?+/V/@Y@@03bb@1:hՈ@1üH@1*ߖ)@1Em^(@HO-#Aj$Gכ?s4>@wMjF?.@Y@@0\BŴm@1D`/@1mn1@1U#e@2+e&E5@ GT!Aiz"?P:@ߨF?1+<@Y@@0$f!@1N8KM@1 F*@1T!|@2 +PE$@-šAiDh ?}l@hF?5r+,]@Y@@0.WR$@1Wrx:@1p@1ʼ\]@2u 9Ex-r0@O Aiu2ƒ?Ms@L:"|`F?90ˆ@Y@@08A @1a~^;@1 5ƶ@1@2)KE?ƶ36@[Q Ai>?ˋ$1F@ꕕF?=u@Y@@0BL@1kMW;@1redn@1bf@2&^YE;/vi&@!WPAiJ?@8F +4F?AAF@Y@@0K.@1t +T@1ǿ7k @1摚g@2/E 7?B@ѠJŞAhnbO?@`aF?E:'@Y@@0U +@1~JU@1a@1@27sE,i7%@^-w(KAhM?|"/S@[#TF?I@Y@@0_I8@1@1^@1Ug@2@b@E\8&@틫@QAhsPc?I%I>@(l9F?MR@Y@@0hO@1ٜ@1!b@2C&@2IuA>E,;@~ CtAhEF́9? |g@WfSzF?R@Y@@0rH9)@12".@1=.@2 +nZ%rA@2RRgMEBL5@)AhKs&YT?Ir@?5WF?WM"u7@Y@@0{~Z@1\uaW@1Sj@23-&@2Z E@GAgmsV?%ߋ@Ǝ0\F?\:J,@Y@@0նj@1uD@1D @2u@2c'kEP@70Ag„;O?4>a`@̴©F?aR@Y@@0G@1!)@2\@2$?\B@2k/BEu`(@[XAgF_?C!@ҶhfF?f]+@Y@@0Z}:(@1|3iw@2OGlw~@2-;@2sYEߤP@bb+bAgqΒ?SZ9 @ؓڧ=F?l@Y@@0 e@1jwD@2=^@25в@2|5eTEvS@^1AgKd !?c4@MF?q@Y@@0.)@1Ks @2 +4@2>k@2n9,E@@듧Ag%*?t5k@tF?wMV@Y@@0@1!%~@2) +,@2Ft%@2E @-NN&Agzs?n-~@]BtF?}R @Y@@0kz@1ꅻr@2185k@2Nʇ@26kE@B\a.Afhn?s@SzF?⿄k @Y@@0ۻc @1SA:@2:nq@2W8]@2\`NE[0F&{@egvAf\?`@@.@_Af/?ր^@ wAUF?⿯v@Y@@0c?.@2lO=@2k9) @2]Zޢ@2 jE}l\Cf@+ {Afe?/ w@"HF?⿸"@Y@@1;}@2&-FR@2sL@2 +o@2czdE{sK@bAe5c2?H:X2@X|F?5_@Y@@1  )@2/v]b@2|"V @2i @2wEy(x@vZYѬAejYz&?bN@0F?@Y@@1v@27dz@2A@2iY@2!`*Ew@0&OgAeP -?~7@Y9F?yI6@Y@@1Pf@2@j{@2Z&1@2@2޵_EvNhTEtѵ3@py(Aexg(?@&^LF?@Y@@1/C#2@2QO,g@2{ *@2: @2줪Esnذƙ@0\Ae_6?W2@*֝8F?@Y@@18 +Ѩ9@2Yju@2m!ʌ@2Xm 4@3u3MEr#`,@X3AeGLr?f6@.F?$*@Y@@1@ @2b&ӳ@2Z@2*I@3"Ep@tCsg1Ae.+Uj?Jl@2ٳSuF? + @Y@@1IX@2jS@2 M@2MC@3s#Eo+4@"эkAenU +?@h> @6M>F? @@Y@@1R^ @2rT@26Q@2־z{@3\Embrf@\҃Aeg~?fG9@:CF?#un@Y@@1[%a@2{Yj@2|v@2ނ(3`@3XlEk/#@䂊MbAd"?=@>DJF?1)@Y@@1cT@2{@2qU|@2AxMY@3&b#Eij$#@4-ڲ:Ad ?`;@A2,TF?@-@Y@@1lMݟg@2aB@2c~G@28L@3.&Eh քu@M쯶AdT?Z@E=`F?O@Y@@1u1hR@2Q,@2RP@2{bQP@35pEfw r@㚱GfAdF6 +?L0@IjF?`L~#r@Y@@1~J@@2͔f@2?&@2g X@3<;Ed7P@OyQAdNI?G 'l@LF?q}r@Y@@1"@2D@2)@3͑@3D3J@3d@3+_pU@3h$5E[7d6@|NAd"5wF?V@~@`%+ IF?n4@Y@@1'ྏ@2םp78k@3t@33b@3o9EZw@^X1Ad?໎@c5{F? +܏@Y@@1 @2%-@3#iѤJ@3:= X@3w {{EXh ^@)QbnAc>3?Tp@f8$wJF?&b3T@Y@@166o@2se@@3+Kd 9@3B>WA@3~=4tEVSC@م0 +AcTVԄ?ӗ?@i,r*OF?Dy@Y@@1 @2<9@33,u@@3Iȉ@3m֕EUT@z|LAc.?wVl@lWdF?dY@Y@@1ڎx,@2Rjg@3;Z~@3Qv6g@3ғ(ES@Xg,UqAc͆yk?kg@n-F?C@Y@@1v?@3@3BFDh@3Y4@3ƅER\m*@FYyAcϹ)?k1&@q@F?@Y@@1& D@3 +>]%-@3JңN@@3` @3QEQqxw@߶0ZAcx?K\g@t\F?&@Y@@1ZNV@3'L@3R"xu@3hD\@3EPPٔT@;aAcБo?^w@w6){ooF?y@Y@@2x@38V@3Z[E+@3os4@36L5ENУh@§YAciL?R_@yy`F?/Ɲ:@Y@@2 Iq@3#.L@3bt@3wvb~F@3W .ELld@La HAc-H?'D@|.*F?c_E@Y@@2-@3,BY@3jfT/@3Hp9@3v7d;EJY[y@׈#v^[AcrWL ?+(@1|F?›A@Y@@26^@34ϐk@3rP?6@3Gl@35jEId7F@d]Acdu#?>n[N@0 +F?@Y@@2(_xk}@3=`LD@3z:Շ@3C"@3ů1 +EGfGȁV@cPAcV"`?|\4@1fF?Y@Y@@21Q @3E|@3'7@3)ڛ3@3ȶEE=L*1@܄)WAcHC7?^@F?j @Y@@2:VT@3NS{@3N@3z!`@3 ED992@ǡBAc;8l?A~@/wF?ÿ#;@Y@@2D +@3W1uG@3Y7@3\#@3AaEC4w@۫N:Ac-j`R?r@;gF?o@Y@@2MO/%e@@3_c~@3̶@3N@3 a`EAF@A*Ac e9?kr?@ E+F?ĉU@Y@@2V+@3hy@3@3I@3#X۵E@Jl@`9AcԿZ?|4c@rw1;F?s@Y@@2_v,@3q!GU@3o@3Z@3+0E? >@teO9YAc!I? OTUF?>P3@Y@@8+%6@805@81@7q @7LC0 @DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *?D,wJ@ܣPFAZ@ a@UF?[l7`]@Y@@7AHa@7QN@8kρ@7&Fe@7h:r/@D>Ix@=gA`è @ B̳F?ᰉ'@Y@@8#CvJ@7' @8yl@7Q@7:p W@D%o@GրAA_LT ]@ 2 F??>@Y@@8e|@89qĒS@8ݶt @7o8@7u#^?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p? QrF? Qr@?DEI@2hKA`aV,@ јx F?>P3@Y@@8jA;@7܅x@8r0:@7Q@78ߝ?0̼,F?0̼,@?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?D\@$rcMAO\@'F?@@;9*~@8B(?@:]mMN@7a@5ϧ1ڑ@DÖo(r;@k AXpDz@ Ǚ/+F?먂jF@Y@@6_@@7F}p@7Hv@7<@6D @ LYt[F@{{@Y?k"ɁF?Ѯ@@DĚ@NSCAU?c}@!=lF?I< +(@Y@@6F/@7i c@7"@7Ft@7(Xk?$ȟ@F?aPK<@?Dp@y@KAZH>]3l@ gF?꽺 +RiY@Y@@7+@7D@8et@7%)@7hx2*?zSHF?op2 @@D^nN@S?AX4@s@ ԻlG +F?9䣃@Y@@7?WR@7d@a@7ј@7R,=v@7!JJ?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?ffffffF@ +Q8@@;:hF@6~AN@Y@Dvdh@dlwAW艏@ Y#F?rGE85@Y@@78L@72@7σ%kj@7Y^:@7,1OA@ DwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.@<JwF@ @Y?zSHF?,@@DnX@L0AU1ׅ߯@!2RfF?wFze@Y@@8 $?@8%!"@8 BVO@7e@7]!,*?ffffffF?ffffff@Y?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@ D7p@*AY8N@ 8ڊF?P]@Y@@7@7@8T@7b@7iM"(?F?@@D[Vk}@AH"3ӈ@"j!G NF?`N@Y@@7$Ƥ@829Ų@8Q%܏ @8al@8 Ra@ D Ҡg1y@^~yAX0@ "F?@Y@@8Lk]@?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h@ A͗F?KHӮ@Y@@7BB+I@7zaA'@8bН@7 @7h~0P@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f@D值r@7[EAZ\@ VF? V@Y@@8 [ @8T@8ޛD"@83f @7"x6E?Dn@[󴃗Aa ۓt@IF?5~g,@Y@@7'j@7.B@8%ĥ<@7Vtb@6d@Dug`y@YAXen$@ ڄ F?$5in@Y@@7D.B/@7kHu@7T@7? N@7^? QrF? Qr@@ D8}԰@i"AY7@ L^2WF?"&r@Y@@77 /@7ѥl@8TRe@7p!@7ip{f?陙Efa@9_AOn1@UjF?陙@@/r@.24A@0i@.H7՛@-h-?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?333333E3ٞ:@!/_AGa\]_@ +-1[F?#M@@4)@2@30(@1ם@0 'n? QrF?Ab@@D߶@m=AXK@ ؊OF?0j+@Y@@7$p(4@7q69P8@7A@7C\}=@7huj? QrF? Qr@?=]UF?2}+@@;:hF@%,@@Y@ DwΖ@7lpATyj=v@!ZHF?|&V@@Y@@7t@8_sC@8wKU@7@7QK> I@<JwF@j@Y@DUwV@iAAWXO+@ qu_F?잘7@Y@@74m{@77'"0@7̽j@7XS|@7, q@D)$8@m cA]v۴F@ ltF?p*@Y@@8E ,d@8qdT$@8?It@72n@7l?zSHF?zSH@?{[>F?ֹN6ĸ@@D\pL@ k_AXFWϢ@ _PF?v@Y@@62)@7B-@7~D+@7~[L@6 +@DckS@9AXwvf@ DSF?}At?@Y@@7W@7ZF@78$H@705O@7>W?E&@\;=n]At4'@jF?@@)i%J@)@)cL`@(S@(y?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(hlLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.@ D;)>@}AW2@ rxF?C,zxl@Y@@88Ƒ@85k@8#v(@75b@7q}?$ȟ@F@dg@? QrD\@$rcMAO\@~F?+f@@;ʈ)@8.Ύ|8@:V"0@7w8@5Уx@D*G^@sAXo%V@ tU F?롋bw@Y@@7IZ@70 +r@7F)@7]4 @7+8P@D0@rv8A`c@ 3A5F?VH@Y@@8"R@7t^T@8yj@7eޙ@7:N9 t?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]?DEh[b@ -P*AX.@ U F?-b8 k@2}@FDUD? QrF?;Y@?ffffffF@:S@Y?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h_F? $ p@Y@@7@7'@8T@7:wu@73?F?@@Db@\ᏦAVƠU}"@!F?퉵 D@Y@@7z@7p_I@7O +Q@7HL?@7"lƈ@D`#N@uNAU}yg@!6\ȇ?F?ѷ@Y@@6&q@7\/@7viV@7:4uE*@7aY@D^}y@ih3AafP$@]ƼF?;:h@Y@@7AdN@7^@8gK@7Uku@65X@ D9''@}!AW\@! |!F?eU.s@Y@@8+w\8 +@80R9@@8H +l@7@7;d?ffffffDv@+՘nAXQX@ }F?w{@Y@@7HJA@7>4@8Kh@7R@7iЊ)S@ffffffD u@/ȧvYA_T-`I@ ?CiF?R~@Y@@7z @7`%@8T| .@7 )@73הe?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD@DT\f@/6WAYyw1aa@ wfVF?uMUi@Y@@7]'@73E4@7<*ĪU@7`ؾFd@7*G?DƲL@#]=Aao@O&EF?CV@Y@@6ڽN@7>"@7^ @65~ea@6T À?zSHF?zSH@?ffffffE!N,@+Aչ`@PrF?ffffff@@(ýq@'\& @(n1@'pK@'*?D}%@RgyAYd w@ z.F?{@Y@@7޴\@7"@7^ @65~ea@6T À?ffffffF?ffffff@Y?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP?F?@?{[>F?{[>@?앿ExF@.lLYt@Y?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h@ D~@] +T.AT@ :@!`>F?`V. +@Y@@7Zs<@8t@8t"@7G-@7{@;:hF@! J\t@Y?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@Dm@vvgxmAVC%AK@!)wF?u!.@Y@@8*F @8,_4@8b@7@7]?0̼,F?0̼,@?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(hTUF?>P3@Y@@8+%6@805@81@7q @7LC0 @DnX@LNcAUk@!2T<*F?w[0H@Y@@8 "U @8%@8 Ku\@7D4@7]qD?zSHF?zSH@?0̼,F?&b@@D,@̄ZKAaT ;b@WuF?2I@Y@@8U@8h@943p@8ҵOwr@7̿@;:hF@6~Ə@Y@D+@vwAUǾf@!J>8WpF?/0@Y@@7~X@8 vy@8~Y@7x1@7?0̼,D\@$rcMAO\@dF?0̼,@@;hb@8#@:Vj%@7Ĵ@5б[ @ D7p@*AY8N@ 8ڊF?P]@Y@@7@7@8T@7b@7iM"(?ffffffF@`gHu@Y?zSHF?{W3J@?$ȟ@F?$ȟ@@?D!BI@AT8yM@!a F?Ր@Y@@7kì@8Tm@8td.`@71P@706?ffffffD@@cHA]߰U@ beAF?a=1@Y@@7g2 @7.@89/گ@7>0U@70~{?ECLͺi@k AGރ@UOF?@@)GΓiM@(딛 @)F!S@(N?)@(gzMg? QrF? 7"@?E@w{@gzFfApS;@A*F?5*8@@2gVbō@3Ww~@3' }@3lb?_~9@3yb4?k"ɁF?k"Ɂ@@D$R)t~@ÙUDAjD w`@UUC6F?ej@Y@@4*Ku$@5;Z@5cOj@5@5 Z?ffffffF?ffffff@Y?k"ɁF?t@?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@DwqW@>W\ASmK@!kzoF?j@Y@@7o@8S@8pd@7ԅ[@7}?k"ɁF?k"Ɂ@?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2@DF A`>-|֣@ #bEF?䀲B @Y@@88Z@8Ch @8A?@7N'o@7xHZ~? QrF? Qr@?333333EyG@?As@$eF?333333@@*I@DMAe^v@ĭZAHc`@"d:"vF?SE +@Y@@7<@80zu@8PL@8 n@8 +z@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l?k"ɁF?k"Ɂ@?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*? QrF? %Ԧ@@D|2%@!؂A_hөIk@ =*c1F?v@Y@@743@7́@8VCO@72p@7474>?ffffffF@%T@@DLP@ĩAI?A@"d;IwF?Q@Y@@7rF@80b@8P +^n@88@8 w/yYy@ffffffD8Y"@N7@JAYmw@ ;VF?v @Y@@7ߏ&v@72m}@8WMjv@7i\o@7h岠?k"ɁF?k"Ɂ@@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?ffffffF@l@Y@DAB@!'AYhI^-o@ uF?$=@Y@@7Y_ @7,ܐ@8^TY@7\@7hQr@ DERm[ @YA`E8@ WfF??@Y@@8E^@8P@8H^@7~@7}*瘺?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?ffffffDbHb@#(»NAaXefd@W"TOF?,]O@Y@@7Glt@7Oإ@71rU@7l ?@6 ~?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?ffffffF?@@D%]@`"IPAXoT'@ gF?vȴ@Y@@7;#78(@7j"@7tnKx@7X$@7*W@DpsL\@ &WAW @ 0JF?U'(b@Y@@7m< @7o 7@@7-s(@7D¤)@7T +f@ D +Qq@^bg AX(u@ 0F?D">@Y@@8<s'@86X宁@8#@7yl}@7{?ffffffF@'@Y?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@D?h@?/AX-5N1W@ ΄8&F?ﲪ9@Y@@7 +vt@7cZ@7.;@798@7.g.?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?ffffffF@(>@?D\@$rcMAO\@'F?@@;9*~@8B(?@:]mMN@7a@5ϧ1ڑ@ffffffD=n G@MˍDAVн$@!z1F?.@Y@@8e!r@8+- ;V@8@7mT\@7-?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@D=@D87-@|FA`@"@ wnF?1;.]@Y@@7FgZ@7Vr@8c@7TH@6/TM4?陙Efa@9_AOn1@UjF?陙@@/r@.24A@0i@.H7՛@-h-@Dl@R)A[Q @ I{F?qiB@Y@@89d@8xLP@8ze!@78@7i Aj?陙EfF`@JxUPAJ'@V=$lF?陙@@/k@.Sl@0DRɑ@.IA3@-i }?0̼,F?䛠9+@?$ȟ@D\@$rcMAO\@-:`oF?F)k@@<Pkm@8 +ka@:g s@7gp@5]Џ>@)-F@)-@Y?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#@DnmH@:A`@ F@F?"&r@Y@@8$=@7}N:@8z;'@7e6_f@7:?o?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$?$ȟ@F?͚R&@Y? QrF? Qr@@D`$@OAYC_@ UIF?' @Y@@7Jr@7b2s@7ٟH@7Vó@7#%<6?m@ffffffD0}@].MAUx@!4Kmy;F?ȊG@Y@@8 b@8%P.@8d@7.~8@7@Dc]k2 @k7EAXU@ =MF?Ov_خ@Y@@7zMN@7M@8PgF@7Z@7iWe,T@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI?FV,\@^/B'; w?6iF?@@$uw@&\w@"=TQ@z@ DwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.@ Dt38`}@jLAW}@)@ gF?췪%ם@Y@@7@7qR;h@7Sr@7Gu6 "@7%p@D-vg@&]AU!@!BuMF?{ 9&B@Y@@7@7uL @7n o@7Q {@72>@Dg5 .i@5HAZT0S @ s'F?갞8@Y@@7O'@7@8eep@7N?@7hw'?ffffffE!N,@+Aչ`@PrF?ffffff@@(ýq@'\& @(n1@'pK@'*?ffffffD~SzN@NOA`xvd@ F??) +@Y@@8"0 @7"$Е@8xL@7hlB@7:5h-?zSHF?k׿o@@;:hF@nP?@Y@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?앿ExF@D _$S@?陙Efa@9_AOn1@UjF?陙@@/r@.24A@0i@.H7՛@-h-@)-F@,wCd@Y?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?ffffffD~SzN@NOA`xvd@ F??) +@Y@@8"0 @7"$Е@8xL@7hlB@7:5h-@Dc6w@sIAWa_q:@! 4õF?ڐ +@Y@@8+I<@80wAS@8J@7Z@7$@ D5@,}LA`cl@ F?L@Y@@8Gx@8Q.!6@8`@7hf%@7}q:H.?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@Dq!E/@S?AXYl@ oXF?v-@Y@@7H@7 ^|@7ڀo@7[$@7*hz?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$@ffffffD4 XZc@x =A]gڶ@ nF?ﲫ@Y@@8Cod@8T?ſ@8d=@7ʯ-@7l9e7!?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@D)(̖@cAAU _`w@!I7F?-Z@Y@@7m~@8! %@8~8~@7~@7CP?ffffffDbHb@#(»NAaXefd@W"TOF?,]O@Y@@7Glt@7Oإ@71rU@7l ?@6 ~?DEh[b@ -P*AX.@ U F?-b8@ A͗F?KHӮ@Y@@7BB+I@7zaA'@8bН@7 @7h~0P?ffffffE!N,@+Aչ`@PrF?ffffff@@(ýq@'\& @(n1@'pK@'*@ D߂-@TSA_B}=@ @QF?͞&@Y@@9 Zâ@83>@9CG.G@83Z=@7?0̼,D\@$rcMAO\@ZF@W@@|@8Z)dڇ@8 +B@8 _@7 Q?{[>F?{[>@?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@D u%@%h#Z'AYRٓ<@ N[QF?P3:@Y@@7cን(@7@:@7P@7`rt7@7'@D*~,w@[lMAXÕ]a@@ <$}xF?!~|@Y@@7f@7rQ@7;0=@7G@70 +J@D˩Q#@@A3aȽAOļ"@!6bQF?gT@Y@@7y`+@8 F@8RF_@7RY@7{A2@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *?ffffffF?irar@Y?DƲL@#]=Aao@O&EF?CV@Y@@6ڽN@7>"@7^ @65~ea@6T À?0̼,F?»@@Dp"R*@MʫpAU9^@!2yF?x>-b@Y@@8 # @8% %@8J&@7 ^@7aL`? QrF?_`4@?zSHD\@$rcMAO\@}_F?bm@@; 7@8P9@:L{6@7=@58|@ D܉p}@DAWWپu3@! +3k/CF?{0@Y@@8+i@80*R@8n@7@7/G @ffffffDq2h@ +aAWC@ ŵMF?y2@Y@@83_${@83b0`~@8nq@7;#@7 +S[@ffffffD u@/ȧvYA_T-`I@ ?CiF?R~@Y@@7z @7`%@8T| .@7 )@73הe@ D Ҡg1y@^~yAX0@ "F?@Y@@8@ s)F?'RT`e@Y@@7k({@7&,@8GJ@7U)@6W'L?k"ɁF?49@@D)[E@moA]v@ lgF?p`@Y@@8E ,U@8pZ@8q@72'ݗ@7l~qU?k"ɁF?@Y?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k@D8nߢ@&iA]RGr*\@ pF?番@Y@@81B$@8u@9H^@8:5X/@7%h'? QrF? Qr@?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h k@2}@FDUD?E)u @Ϫh$YAjyd@7F?.}At@Y@@2}@3hK@3߷m&@3M@4>@DYa@$AUj :SY@!*DF? +(w@Y@@7 \@7vr@7~@7P!cTl@7-ap|0?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f@D8:f8s@|EhA]a5@ nmLhF?oiDg@Y@@8BI@8fq,@8h[@7z8@7l@Dc]k2 @k7EAXU@ =MF?Ov_خ@Y@@7zMN@7M@8PgF@7Z@7iWe,T?ECLͺi@k AGރ@UOF?@@)GΓiM@(딛 @)F!S@(N?)@(gzMg?E"il@"«AkRF,@hdnF??) @Y@@2̇DK@3HN@3;\@3մu@3D&ê?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$?ffffffF?F]d@?F?6O@@Dc6w@sIAWa_q:@! 4õF?ڐ +@Y@@8+I<@80wAS@8J@7Z@7$@ D @>AW]/B}@! >F?r +@Y@@8+~:GD@80Ub@8 +@7};@7@ D Ҡg1y@^~yAX0@ "F?@Y@@8`@7a @ '76F@&+j@Y?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f@ '76F@+0b@Y@D4O@KOAVh@!,bF?<쿱[@Y@@8t@8'z:H@8 >V@7q8@7"CV?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?$ȟ@F?$ȟ@@?k"ɁF?k"Ɂ@?0̼,F?0̼,@?333333D;@/lAa0@ +,F?sպ@Y@@6r@i@6ajh@7>= @6/|s @6XE@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2?Dn@[󴃗Aa ۓt@IF?5~g,@Y@@7'j@7.B@8%ĥ<@7Vtb@6d@Dâ#@!AX4<@ BF?-V@Y@@6$>@7G)@} @7+d*@7@6@ D Ҡg1y@^~yAX0@ "F?@Y@@8`F?a=2@Y@@76uNR@7[U%D8@8U!ɢ3@7'h@74 M@ffffffD0}@].MAUx@!4Kmy;F?ȊG@Y@@8 b@8%P.@8d@7.~8@7@<JwF@#T:귙@Y?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$?ffffffF@BF@Y@<JwF@>[L@Y?D,wJ@ܣPFAZ@ a@UF?[l7`]@Y@@7AHa@7QN@8kρ@7&Fe@7h:r/@D7I@/ |AU~b@!1F?䎊@Y@@7xO@7~G@7l L@7W @74U@;:hF@J@Y?333333E'e7D@C*ATm@YӰ4qcF?'RT`e@@5s@$ @3:QK@4;eC@2x;`@14f(?DMN@YӎAVaM@!˘TF?`s@Y@@8X爗@8*-_$@8yF?`V. +@Y@@7Zs<@8t@8t"@7G-@7{@<JwF@ %@Y?F?@?$ȟ@F?$K@@ Dw@YA] _@ tDz2F?z@d@Y@@8lX@8r@9@8([,H@7`@/S&F@/1@Y@D.GK@N㺅wA]0Р@ fۃx*F?5@Y@@8S@8{돊@9u][@8!T<_;@78Ni@ffffffD4 XZc@x =A]gڶ@ nF?ﲫ@Y@@8Cod@8T?ſ@8d=@7ʯ-@7l9e7!@Dvߗ@qAZMv>@ A͗F?KHӮ@Y@@7BB+I@7zaA'@8bН@7 @7h~0P@;:hF@ڿ@Y?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?DƲL@#]=Aao@O&EF?CV@Y@@6ڽN@7>"@7^ @65~ea@6T À?ffffffF?ffffff@Y?ffffffD\@$rcMAO\@3`sF@q &o@@<5@8GZ5@:lkJׅ@7O@5&3<@D6& @{m[w7@A`uv@@ L{F?/s@Y@@7w> 8X@7nKc@8ō@7Tՙ@66+1?zSHF?zSH@@D:A@d:-AU1i@!50F?tj~@Y@@8  @8%5:@8z.k@7i@7݉@ DFd@?AW9%@! kpF?}ӄ@Y@@8(P(.@8/7z@8O@7l@7ٍ3Ә?0̼,F?0̼,@@DjU@#O A`-@ F?=@Y@@8"9C@7z@8y$@7=@7:O^?333333E3ٞ:@!/_AGa\]_@ +-1[F?#M@@4)@2@30(@1ם@0 'n?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]?D}%@RgyAYd w@ z.F?{@Y@@7޴\@7"@7^ @65~ea@6T À?ffffffDbHb@#(»NAaXefd@W"TOF?,]O@Y@@7Glt@7Oإ@71rU@7l ?@6 ~?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?陙EXoF@2Aݙ9?@ _9?I`F?ffffff@@' M@'*@'P@&rd@&^DT]?F?@@ D7p@*AY8N@ 8ڊF?P]@Y@@7@7@8T@7b@7iM"(@Dvߗ@qAZMv>@ A͗F?KHӮ@Y@@7BB+I@7zaA'@8bН@7 @7h~0P@D旔@AP k@!kFzF?ʫ\@Y@@7=[/@8N@8SSTE@7ְ@@7Ӿ)7?ffffffF?ffffff@Y?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$@Y2F@@?앿ExF@ aܓ-@Y?$ȟ@F@ a@?=]UD\@$rcMAO\@)F?=]U@@;ٿ@8S!"@:Le&H@7 1@5gY@Dc]k2 @k7EAXU@ =MF?Ov_خ@Y@@7zMN@7M@8PgF@7Z@7iWe,T?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ@Dski@˅2hAX(O@ (%F?F@Y@@7Qk@7ncS@7"@7Cf:0@7On?333333E&@+zAk܃@*DXF?,]N@Y@@3h):@4/]*@4l# @4y L@4{ @Dbrs@¯tAj25@]g!F?ӹo5@Y@@4J@5gEȡ@55& +@5EH +״@5*@ DVtva@3syA_$Ÿ8@ 6ojF?E@Y@@8'@87<*,NX@8S@7i@7t#@?E:La@FaAŃIE@L8dF?@@, X @,K2˓j@-^>\@+Զ%@+5 @D4*{ @@x$$eA]g6ܾ6@ n{F? +|Zr@Y@@8CkAzY@8=@8*, (@7ʮg@7l@DAB@!'AYhI^-o@ uF?$=@Y@@7Y_ @7,ܐ@8^TY@7\@7hQr@ DwΖ@7lpATyj=v@!ZHF?|&V@@Y@@7t@8_sC@8wKU@7@7QK> I@D^E@tR"AVu^!@!8,F?h3*@Y@@6__@7^>@7A8@79{F@7a"IN?ffffffF?ffffff@Y?陙EXoF@2Aݙ9?@ _9?I`F?ffffff@@' M@'*@'P@&rd@&^DT]?E@5׋LN@ԌB[Ao')1@p,F?գ@@2nƴvJ@3`9UI@30m@@3ub@3#N6@ DwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$?zSHF?zSH@@ffffffD"M@-ŭA_WQs@ >xF?R<6@Y@@7Jr@7=@8Tke@7ftw@74<@Dtt@ê(azdATz@!_mmF?M:@Y@@6{@7O9y@7wG2-@72 @7p?k"ɁF?75Gi@?DEI@2hKA`aV,@ јx F?>P3@Y@@8jA;@7܅x@8r0:@7Q@78ߝ?333333E'e7D@C*ATm@YӰ4qcF?'RT`e@@5s@$ @3:QK@4;eC@2x;`@14f(@ D|l@&0LA^p a@ IDK +F?y@Y@@9$@8P@99@8/_8m@7"x@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ@;:hF@FB0@Y?F?@?ffffffF@fTC@?F?@@Dl@R)A[Q @ I{F?qiB@Y@@89d@8xLP@8ze!@78@7i Aj?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP?ffffffE!N,@+Aչ`@PrF?ffffff@@(ýq@'\& @(n1@'pK@'*@ DwΖ@7lpATyj=v@!ZHF?|&V@@Y@@7t@8_sC@8wKU@7@7QK> I?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?EEw@hLAs~b@w F?.r0@@2k>@2 i@2̤J@3wV:i@3?C@ffffffD u@/ȧvYA_T-`I@ ?CiF?R~@Y@@7z @7`%@8T| .@7 )@73הe?=]UF?=]U@@D8@{AU>ӗ@!=/HF?Jb#ᆘ@Y@@60#@7b* +#4@7::@7?v,@7#B{?$ȟ@F?$ȟ@@?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP@ Dbq1@ +XsA_;Mm@ :F?j{@Y@@8/@84c@8̤@7p @7t:^"@D|2%@!؂A_hөIk@ =*c1F?v@Y@@743@7́@8VCO@72p@7474>@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *?zSHF?b/4}@?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@D+p@n$8CA]tɟ` x@ l'}F?r/m@Y@@8D.@8XM@8Ul@7!}}@7lD,`4@D<,@#pQAYC*H4@ ƭAF?&q@Y@@7(IK@76@8^rq@7wQQ@7h4sF@D@@mrAUo@i@!AjeF?sWp@Y@@6/@7L],@7z +3^@7,@7s7?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?ECLͺi@k AGރ@UOF?@@)GΓiM@(딛 @)F!S@(N?)@(gzMg@Dæ@%wiAYf!=z@ 7F?D ^@Y@@7hD +@7wU@7|@7eH@7-R5@ D9ǸS0@yTv>AV̀ @! H__F?_@@Y@@6#L @7RMg@7ic@7-6p@7 Dt@Dl@8" +AWD|e@!+F?zNz@Y@@7 KC@7k6Ҕ@7Q@7B{Z@@7 ?0̼,F?ݏ@?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?0̼,D\@$rcMAO\@a}F?7{Y=@@;~1@@8 t8g@:ZeJ@7|@5"5qW?E=k[@tmɏAq԰*@`Fq-OF?@Y@@1GDz@2f @2Ɂ3S4@3+ @3-':@ Dc缚J@ pAV)y@! y}I k@2}@FDUD?0̼,F@ 1N@Y@D&~)@:CZAV%Ta@!+)F?/v@Y@@8*B@8'jB;@8y@7뽽J@7As݆@/S&F@3z9@Y?񙙙Dg'@&XgAaV;%@lhF?⇓ݗ+@Y@@7GE3@7N˖@7*%@7I @6 "a?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?ffffffDv@+՘nAXQX@ }F?w{@Y@@7HJA@7>4@8Kh@7R@7iЊ)S?񙙙D~SzN@NOA`xvd@ F??) +@Y@@8"0 @7"$Е@8xL@7hlB@7:5h-@D4A8@xR~A]fV2'@ n"gF?@Y@@8CME.@8@8ɍgf@7ʤ@7lӒM,?333333D;@/lAa0@ +,F?sպ@Y@@6r@i@6ajh@7>= @6/|s @6XE?E@Ngd@IJApG;z@6F?j+C@@2a"ȭ@3MpM +@3{@3bP)@3tٮ[?$ȟ@F?$ȟ@@@ DwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.@D ?@R8AV8@! F?U\R-@Y@@6ݓ@7^d@7@78 ]@7g@ DwΖ@7lpATyj=v@!ZHF?|&V@@Y@@7t@8_sC@8wKU@7@7QK> I?ffffffEu9Z@SWA>-Z@ +F?ffffff@@(O@'{ @([7@'qGm@'*t'@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l?k"ɁF?k"Ɂ@?E!)Cj@LǭAj-m&@>~KF?'RT`e@Y@@2.\cJ@3C2p@3[ +@3@4?333333Dι+'ku@(lo4mAamc@[BdF?Ë`k@Y@@6s4@6+@7{Eϊ@6tƎt@6X.V?앿ExD\@$rcMAO\@NF@۔@@<:f@82l^d@:m:=@7Xn@5ߞ6.?$ȟ@F?$ȟ@@?0̼,F?Y@?ffffffD+,7@tA`ymg>@ s)F?'RT`e@Y@@7k({@7&,@8GJ@7U)@6W'L?333333DpMC@aAZG>*@ γF?ʫ\@Y@@7i@7@8dh@7@7hxI8@ LYt[F@<-5@Y@ '76F@x?@Y@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2@ D@sTAWYPݴ@! +>TUF?>P3@Y@@8+%6@805@81@7q @7LC0 ?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?333333EB@%n6Ak%]E0@: F?+@Y@@3"J@4;F@4@4Ŵ@4#ծY? QrF?TWۉ(2@@ D Ҡg1y@^~yAX0@ "F?@Y@@8F?{[>@?k"ɁF?\gM@@D+@vwAUǾf@!J>8WpF?/0@Y@@7~X@8 vy@8~Y@7x1@7@D޲K@!{IoAYę^@ oqF?$tSM@Y@@7_Wm@7P]\_@8^^R@7N:2@7h0.?ffffffF@Lӝf@?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h>@Y@@71<8Z,@7u@7@7E$.@7|'9@ D7p@*AY8N@ 8ڊF?P]@Y@@7@7@8T@7b@7iM"(@Dvߗ@qAZMv>@ A͗F?KHӮ@Y@@7BB+I@7zaA'@8bН@7 @7h~0P@ffffffDq2h@ +aAWC@ ŵMF?y2@Y@@83_${@83b0`~@8nq@7;#@7 +S[?zSHF?zSH@?ffffffE!N,@+Aչ`@PrF?ffffff@@(ýq@'\& @(n1@'pK@'*? QrF? Qr@@DvN@S5A[97@ (D[F?py+@Y@@8[J@8w@8z~/ʬ8@7Ok-@7iZjIq@D|2%@!؂A_hөIk@ =*c1F?v@Y@@743@7́@8VCO@72p@7474>@ D)@:#dA`d @ /wF?8J@Y@@8D'@8HCXI@8;i@7Β9_@7zt? QrF?AtZ@?ffffffF?ffffff@Y?ffffffF?ffffff@Y@D%+G@3EAWPN )@! +axHF?VϪ@Y@@8*dO<@8/'@8lpF@7/ @7#@Dޓ@ŇޯAG:'d@"ƧrqF?ʫ]@Y@@7ن@8:Z@8T S@8$Y @8@ffffffD u@/ȧvYA_T-`I@ ?CiF?R~@Y@@7z @7`%@8T| .@7 )@73הe@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2?k"ɁF?k"Ɂ@?앿ExD\@$rcMAO\@mF@th@@K]@8 D@:^zK@7=@5φB@D3%3$@wГA]i%S @ m5eFF?~$t@Y@@8CB@83@89 @7ʻb@7lҵSM@ Dݶ@o7AU!N,@!)Т\F?,'7@Y@@6}@7R@7zゖ@70x@7;K?D}%@RgyAYd w@ z.F?{@Y@@7޴\@7lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.?ffffffF?ffffff@Y@D+@vwAUǾf@!J>8WpF?/0@Y@@7~X@8 vy@8~Y@7x1@7@D)QUo@mBVA]vN@ l-' F?qK@Y@@8E@8l!T@8 v@7/F*@7lձI@D]kaO@R̄AVX@! FMF?S@Y@@6@7\"wQ@7G6@758@7b9? QrF?>@@D+@vwAUǾf@!J>8WpF?/0@Y@@7~X@8 vy@8~Y@7x1@7?0̼,F?SH@?=]UF?;~@?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @Dd +]@elAX&@ ۅF?Zx_@Y@@7+ @7vPq@7@7HmB@7_D?k"ɁF?k"Ɂ@?333333Dp@y@KAZH>]3l@ gF?꽺 +RiY@Y@@7+@7D@8et@7%)@7hx2*?DEI@2hKA`aV,@ јx F?>P3@Y@@8jA;@7܅x@8r0:@7Q@78ߝ?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP@ D Ҡg1y@^~yAX0@ "F?@Y@@8S@{G!z+AXp95@ AF?i4.@Y@@6ޗϊ@7C^~wh@7O@@7,Q@6Y6?0̼,F? V@@D{sb@m'}Aa3@wF?:}O@Y@@7y+@7eF@8.@7UE0@6{@Dkd2@I1AU;ńQB@!1;F?s)@Y@@8 cA,@8%V@86@7`0P@7RL?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?333333D;@/lAa0@ +,F?sպ@Y@@6r@i@6ajh@7>= @6/|s @6XE@Dz.*@{Xi|A[Bb@ KF?qbb˧@Y@@87٫@@8wQV@8zd2$/@7Ƒ-@7i@Dv0u@sAX~ -o@ a _F?J@Y@@7':@7y֖@7;$H@7Lv.@7 !z@ D Ҡg1y@^~yAX0@ "F?@Y@@8F?`V. +@Y@@7Zs<@8t@8t"@7G-@7{?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k@Dg5 .i@5HAZT0S @ s'F?갞8@Y@@7O'@7@8eep@7N?@7hw'@;:hF@0;)@Y@Y2F@CT@Y@D*W!6@n.A]uX @ l/F?qp@Y@@8D&Ʊ@8e)@87{H@7*W@7lKG؈?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#@ffffffD4 XZc@x =A]gڶ@ nF?ﲫ@Y@@8Cod@8T?ſ@8d=@7ʯ-@7l9e7!?ffffffD+,7@tA`ymg>@ s)F?'RT`e@Y@@7k({@7&,@8GJ@7U)@6W'L?D,wJ@ܣPFAZ@ a@UF?[l7`]@Y@@7AHa@7QN@8kρ@7&Fe@7h:r/@D { U@hAWr#@ F?ß`O@Y@@7Z@@7u@71@7KFjG@7"?DEI@2hKA`aV,@ јx F?>P3@Y@@8jA;@7܅x@8r0:@7Q@78ߝ@D^P@b%8'AYr;w@ ['Qf!F??gߏ@Y@@7ORFBV@7@n@7;Y%@7U@7 ZL?0̼,D\@$rcMAO\@;`F?.t@@;@8/,[R@:]*X@7 @5Ϩ*@8$lq}@8zhn@7ӕ @7on7@D7[v@$maIATIy@!Qk@F? +(w@Y@@6}zWQ@7W$\@7xK@78w@7 93?ffffffD~SzN@NOA`xvd@ F??) +@Y@@8"0 @7"$Е@8xL@7hlB@7:5h-?ffffffDv@+՘nAXQX@ }F?w{@Y@@7HJA@7>4@8Kh@7R@7iЊ)S?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@ffffffD4 XZc@x =A]gڶ@ nF?ﲫ@Y@@8Cod@8T?ſ@8d=@7ʯ-@7l9e7!?333333DxG5@syVAa&j@PIF?y@Y@@6vG2S@6-ց@7Ro@6и@6Y*"qD?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?0̼,F?-"@?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#@$F@$ 4@Y@D|2%@!؂A_hөIk@ =*c1F?v@Y@@743@7́@8VCO@72p@7474>?ffffffDO=@Y%&AU8[@!8FfF?ﵲK@Y@@8wr@8$`9G4f@8`3p@7:@@7)S@ffffffDq2h@ +aAWC@ ŵMF?y2@Y@@83_${@83b0`~@8nq@7;#@7 +S[?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k@DXd@(6A` ("u@ ,#F?ܱF^"@Y@@8$ +u7@8=W]@8*el(@7K@7v ?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f?DƬ!X@XtAaE !@Ȱ|nF?@Y@@6?? @7yTD@7_Sa@6 X@6aJ@DD@"7DB AVŐ @!asbF?*\|@Y@@7$#3-@7:8h@7ƒqjn@7Wub@70<'qZ?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP?333333E'e7D@C*ATm@YӰ4qcF?'RT`e@@5s@$ @3:QK@4;eC@2x;`@14f(@ De<@K2#AWƴP@ `qF?mHQ@Y@@85wOb@83I@8Ue@7@7@DS@>e'AX*t@@ ᫋\F?q!Ks@Y@@7ݾ^:p@7i<1CD@7e;ǯ@7=*E@7>6@Y2F@~@Y@DC #k@uu4AG]@"7F?ud0@Y@@7@8:d@8T-9@8#OD@8&ca@Dg5 .i@5HAZT0S @ s'F?갞8@Y@@7O'@7@8eep@7N?@7hw'?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?񙙙DΧ:Y@#^|Aaw@/3F?bE@Y@@6twxgVJ@6$s@7"R%b@6ы@6XUڎ?333333EdgO-@ A &1@osR^F?񙙙@@+Btu@+/i3@+$P@*_5@*XXA,?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(hP7Sb@ #[F?sWp@Y@@8@9@8C_~@8G10@7QDl@7xܔyj?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@<JwF@!~]@Y?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#@Y2F@XS~,@Y?陙Efa@9_AOn1@UjF?陙@@/r@.24A@0i@.H7՛@-h-?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP@Dz.*@{Xi|A[Bb@ KF?qbb˧@Y@@87٫@@8wQV@8zd2$/@7Ƒ-@7i@D|2%@!؂A_hөIk@ =*c1F?v@Y@@743@7́@8VCO@72p@7474>?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(hP3@Y@@8jA;@7܅x@8r0:@7Q@78ߝ@<JwF@!7Xe,@Y?DEh[b@ -P*AX.@ U F?-b8D\@$rcMAO\@]#F?{[>@@;G@8@:I϶!8@7RP@5Ww@@$F@$Y[W~@Y@Dg5 .i@5HAZT0S @ s'F?갞8@Y@@7O'@7@8eep@7N?@7hw'?ECLͺi@k AGރ@UOF?@@)GΓiM@(딛 @)F!S@(N?)@(gzMg?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?zSHF?奲A0K@@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2?D+,7@tA`ymg>@ s)F?'RT`e@Y@@7k({@7&,@8GJ@7U)@6W'L?ffffffF?$ +k@Y?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$@D>e@ש^]A`$@ \F?@Y@@8#Q@7b@8yCŷ4d@7q@7:Xg?0̼,F?0̼,@@ D Ҡg1y@^~yAX0@ "F?@Y@@8F?Ӧuo3@@Dl@R)A[Q @ I{F?qiB@Y@@89d@8xLP@8ze!@78@7i Aj?ffffffD\@$rcMAO\@i/F?Q@@;@8*!@:_}@7@5e p@ffffffD8Y"@N7@JAYmw@ ;VF?v @Y@@7ߏ&v@72m}@8WMjv@7i\o@7h岠?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?$ȟ@D\@$rcMAO\@[MwF?Z@@<qq@8oª@:e)3}ȶ@7\8s@5>u5@@D+@vwAUǾf@!J>8WpF?/0@Y@@7~X@8 vy@8~Y@7x1@7?F?@?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@D/0@ wBAUs&HU@!+i<=F?_ô@Y@@6&(@7ec.@7+6[@7A+R4@7!o>Gv@ DN@"E A_0d|@ 6\vfF?@x@Y@@8g3ԡy@87@8К9l]@7Q_{@7uۜ?EZ8(¶N@uAwn@MxwMF?;dZ@@1S[@2\'I@2&o@2sTw@20 @D@.bA`&nBw@ $v=F?c4@Y@@9SIqC[@8 n@9xG_@8N&@7Np}/V?zSHF?zSH@?k"ɁF?k"Ɂ@@;:hF@&$@Y?DƲL@#]=Aao@O&EF?CV@Y@@6ڽN@7>"@7^ @65~ea@6T À@ DV# s@՛@AYK|l@ hk{F? $ p@Y@@7n>Qj@77W@8Q~K@7*@7i@f@D1@D@AaVn:@߹# F??Ҟ@Y@@8U_@8hO>@9W_ۼ@8ݦ@7T@ D~@] +T.AT@ :@!`>F?`V. +@Y@@7Zs<@8t@8t"@7G-@7{?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(hCRA_@1@ @_];F?嬚@Y@@7X@7Xy@8S,!-*@7JXq@73@$F@$@Y?DƲL@#]=Aao@O&EF?CV@Y@@6ڽN@7>"@7^ @65~ea@6T À?333333DΣE@":PYAa5hoj@z F?Xe@Y@@6t0,K@6uN@7H.@6+F8@6Y:?F?@@D֑ @ڊ\%A\Ӓ@ |\F?r2Lf@Y@@8@8ni@9){6@8-@7@Ӧߖ?ffffffF?j,@?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$@ffffffDq2h@ +aAWC@ ŵMF?y2@Y@@83_${@83b0`~@8nq@7;#@7 +S[?ffffffDbHb@#(»NAaXefd@W"TOF?,]O@Y@@7Glt@7Oإ@71rU@7l ?@6 ~?0̼,F?0̼,@?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?k"ɁD\@$rcMAO\@YG|F?lq@@;G@87OQn@:`T@7ܮ@5Ul+?0̼,F?0̼,@?0̼,F?0̼,@@ D M@kAVut@! %)F?doa@Y@@6؊ce@7I;8V@7J!IV@7%mX@7$>@D,I@`ppAVl @!`w[F?@Y@@7 \_SX@7p2g@7)d<@7H@7"ucy}@D?@*w݌AUKd0@!;ՄNF?ԀuM@Y@@80L<@8#@@8[@7P@7,@D^@sYAzAT3@!R8F?F@Y@@6E@7w[ @7LXwN@7T{byp@77~?{[>F?{[>@?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn?0̼,F?0̼,@@D$Ki@hPvLA]}|,@ kzF?iB@Y@@8EB@8,"-h@8@7riC@7lT@Dc]k2 @k7EAXU@ =MF?Ov_خ@Y@@7zMN@7M@8PgF@7Z@7iWe,T@ DY(@FۅCA`[Rf@ F?Jw|@Y@@8}l@8G%ֹ@8yn~@7ܸ@7z 3SW?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]?zSHF?Gw@@)-F@)1o6@Y?zSHD\@$rcMAO\@&&F?zSH@@;@8Qy@:Od%J @7K@5Ѽ4=?zSHD\@$rcMAO\@+wF?3't@@;J@8xw@:R~a@7zrU@5G9k@DU@XGUAV є@!sq,F?jj%@Y@@7,d(@7w@7iM|4@7O?@7*5#?zSHF?zSH@?0̼,F@41@? QrD\@$rcMAO\@a F? Qr@@;@87@:Rp@7l g@57$@@ffffffD8Y"@N7@JAYmw@ ;VF?v @Y@@7ߏ&v@72m}@8WMjv@7i\o@7h岠@ D<@aHr:qA`<@  9F?IOQD@Y@@8ʄt@8YT!@9d@7@7]&{[@ D Ҡg1y@^~yAX0@ "F?@Y@@8 k@2}@FDUD?k"ɁF?Idb'@@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI?ffffffD\@$rcMAO\@i/F?Q@@;@8*!@:_}@7@5e p@DDO#@sAVf@! ؋G8rF?W>6z@Y@@69y@7ac@7E9@7:!@7NQ2?0̼,F@ ͍@@)-F@*N`sW@Y?ffffffDbHb@#(»NAaXefd@W"TOF?,]O@Y@@7Glt@7Oإ@71rU@7l ?@6 ~@Dbmn@T!AX]"r@ GF?{0@Y@@77!^@76v@7V(@7SU@7$e@ffffffD0}@].MAUx@!4Kmy;F?ȊG@Y@@8 b@8%P.@8d@7.~8@7@Y2F@ !}0@Y?ffffffF?ffffff@Y?DƄ)@ѕWAaK*q@VF? +@Y@@6]`Z@7@7a&p@6 p!Q@6V8r?0̼,F?Q0ʣ@?F?@?zSHF?<+@?zSHF?zSH@@ D^b#@9ѮAW@@! M!F?޽@Y@@8( T@8/p L@8BH@7B@7̚?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@D.:Wʃ@r{ 2A]p;)89p@ m6RǡF?wpy,@Y@@8DXhR :@85u@8c׊@7[t@7lh?=]UF?=]U@@D'@{ ?A[[T@ =F?@Y@@8Ţ@8b@X@8sae7]@8VIK&@7hN8? QrD\@$rcMAO\@|&@}F?O@@;I\V@8ݽIAp@:\3>@7-y[@5|a?D,wJ@ܣPFAZ@ a@UF?[l7`]@Y@@7AHa@7QN@8kρ@7&Fe@7h:r/@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?{[>D\@$rcMAO\@ ]F?ɸ 0@@;e@8 @:G.V@7X"\@5Җ7%@ D@sTAWYPݴ@! +>TUF?>P3@Y@@8+%6@805@81@7q @7LC0 @D{@AO ;@!YF?ȟ@@Y@@74C@8ǚD@8R690@7Xȁ$@7ԯy@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI?$ȟ@F?&cAD@@D1P@F|P.AW۪<@ 4F?L@@Y@@7 +`@7e஥0N@7m"ܱ@7;\C@7}W?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP?ffffffF?ffffff@Y?ffffffF?ffffff@Y@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2?Dp"@ͮcA^]'@ Vx'F?qiC@Y@@8^3>*@8$lq}@8zhn@7ӕ @7on7?$ȟ@F?$ȟ@@?E&@\;=n]At4'@jF?@@)i%J@)@)cL`@(S@(y?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?E%Fe@\]KAl /]@#F?Y}@Y@@2b@31w@3NR'@39Um @3ҹO1 ?=]UF?=]U@? QrF? F)@?ffffffF@ +҄S@@D,^ٹ@p;=A]r ?x@ lF?tj~@Y@@8DCl@8@lˬ@8PX@7W|@7l5Eݓ@3ݗ+kF@9 e@Y@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *@D/"ۥO@s n A]n<@ mVg\F?x>-b@Y@@8D4?_@8 @8rOĸ@7y2@7lQ 8?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$@ D$@ٷAVyD @! !pF?JM++@Y@@6ų~?@7_/4g@7.Dm?@78;3+.@7ހ?D\@$rcMAO\@'F?@@;9*~@8B(?@:]mMN@7a@5ϧ1ڑ?0̼,F?|·@@Dm@ +zAXiQn@ ء4F?0OX@Y@@7D@7r0;@7Sn@7WLi@7%4@ D ͳ@O19A_K2p@ ?F?$5@Y@@9*,Q@8л޸@9D3\@84k;C@7Ȫ?ffffffE!N,@+Aչ`@PrF?ffffff@@(ýq@'\& @(n1@'pK@'*@ '76F@qc{@Y@D{@AO ;@!YF?ȟ@@Y@@74C@8ǚD@8R690@7Xȁ$@7ԯy?ffffffDwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.@ DNk@@I6A``1D͓@ F?At>=@Y@@8@8H92@8@>@7qw@7zA!P?@D|2%@!؂A_hөIk@ =*c1F?v@Y@@743@7́@8VCO@72p@7474>?{[>F?ւ(]@?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?{[>D\@$rcMAO\@]#F?{[>@@;G@8@:I϶!8@7RP@5Ww@@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *?=]UF?=]U@?k"ɁF?k"Ɂ@?ffffffF?ffffff@Y?ffffffD=c@**`Aab9Y@DKF?qbb˧@Y@@7 3.@7d@8)Xn'@7\u@7n1X?zSHF?zSH@@Dxjo>$@NpAXB;@ "[F?ިc^t@Y@@7O@7`og\I@7gZ@76W@7 P745?333333E!! I@:3mT A~<68@F-9N/F?333333@@*jf!>@* )`@*Z\@).˲|@)}/Ee@ffffffD4 XZc@x =A]gڶ@ nF?ﲫ@Y@@8Cod@8T?ſ@8d=@7ʯ-@7l9e7!?0̼,D\@$rcMAO\@1tF?t7?1n7@@;H>@8g@:^=r!@7e@5ϗ +"?333333DμV@7q8@7"CV?0̼,D\@$rcMAO\@+#F?L‚@@;@8f@:^@7 wk@5Ϝ~fe@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ@DR +3> @FAX\jȆ@ <{F?07@Y@@7W7@7+ځ@7+8@7fcō@74?ffffffF@@Y@ D@sTAWYPݴ@! +>TUF?>P3@Y@@8+%6@805@81@7q @7LC0 @ffffffD u@/ȧvYA_T-`I@ ?CiF?R~@Y@@7z @7`%@8T| .@7 )@73הe?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?ffffffF@ s/<.@Y@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ@Dl@R)A[Q @ I{F?qiB@Y@@89d@8xLP@8ze!@78@7i Aj@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l@ '76F@$;΅3@Y@D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn?앿ExF@ 9.<@?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@<`o.@8c7&@:aɹ@7@5ER?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP?333333E3ٞ:@!/_AGa\]_@ +-1[F?#M@@4)@2@30(@1ם@0 'n?zSHF?zSH@@ DXA@ŀ2!qAY0@ ҿF?LW@Y@@7涄@7e#|@7W8@78m@7 c@ D@sTAWYPݴ@! +>TUF?>P3@Y@@8+%6@805@81@7q @7LC0 ?ffffffDuU@,_!i`A`!CK&@ (΀tF?䵝yh@Y@@8 pGC@7 E@8gq@7{@77 Ȟv?ffffffD@@cHA]߰U@ beAF?a=1@Y@@7g2 @7.@89/گ@7>0U@70~{@D8|c@|u A` +d-@ oHF?0X:T@Y@@7Ppta@7[sJl@8o@7TFV@61?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#@Dl@R)A[Q @ I{F?qiB@Y@@89d@8xLP@8ze!@78@7i Aj?ffffffDwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.@;:hF@)5_@Y?F?@@ffffffD u@/ȧvYA_T-`I@ ?CiF?R~@Y@@7z @7`%@8T| .@7 )@73הe?F?@?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP? QrF? Qr@@D:}ч@ 'C +AVdzPSn@!&aF?+ I@Y@@7%HA@7j?|@7³[@7VT6@7.'\>2@ DƦC0@zm +_A_v@ FhF?ŗNf@Y@@9O@@8@9=v1@80P>@7;^Ô(?앿ExF@@Y@ffffffD u@/ȧvYA_T-`I@ ?CiF?R~@Y@@7z @7`%@8T| .@7 )@73הe?Dn@[󴃗Aa ۓt@IF?5~g,@Y@@7'j@7.B@8%ĥ<@7Vtb@6d@$F@'I'?@Y@DH@\QA\~lu@ F?mqbb@Y@@8*O"z@8 Y@8<@7@7jH@D2\]@v-_ATҨw@!PsF?7@Y@@62~vT@7sg@7 @7Qe[@74Ei?ffffffF?ffffff@Y@ D*r0A@FtA\7n@ ~䔄F?1L@Y@@8bEA@8m#@9ِϑ@84ܴ^@7 24?0̼,F?i@@)-F@)1ZS@Y?ffffffD@@cHA]߰U@ beAF?a=1@Y@@7g2 @7.@89/گ@7>0U@70~{@Dvߗ@qAZMv>@ A͗F?KHӮ@Y@@7BB+I@7zaA'@8bН@7 @7h~0P@Da7Q@dްR_AWȂí@ F?o~=@Y@@61(@7W̷p@7"Q@7/: @7 +4J@Dc6w@sIAWa_q:@! 4õF?ڐ +@Y@@8+I<@80wAS@8J@7Z@7$?zSHD\@$rcMAO\@&&F?zSH@@;@8Qy@:Od%J @7K@5Ѽ4=?ffffffF?ffffff@Y?k"ɁF?k"Ɂ@?EE{+T@ D=AqkZ@Na#F?7@@2$J@3HkO@2Y@31V6tz@3dy+@)-F@/D(M@Y?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(hF?ؚ,<@@QͲ@pׅ@E@.@xOlD@ffffffD0}@].MAUx@!4Kmy;F?ȊG@Y@@8 b@8%P.@8d@7.~8@7@ffffffD u@/ȧvYA_T-`I@ ?CiF?R~@Y@@7z @7`%@8T| .@7 )@73הe?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP@DG@")?AVΒ@!!=F?v5@Y@@6ٺ@7^W@7s^@78mv2@7 %@D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn?ffffffDbHb@#(»NAaXefd@W"TOF?,]O@Y@@7Glt@7Oإ@71rU@7l ?@6 ~@/S&F@4KH@Y@<JwF@<Jw@Y@D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn?zSHF?go@@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI?ffffffE!N,@+Aչ`@PrF?ffffff@@(ýq@'\& @(n1@'pK@'*?ffffffF?ffffff@Y?0̼,F?2Щ@?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD@ DwΖ@7lpATyj=v@!ZHF?|&V@@Y@@7t@8_sC@8wKU@7@7QK> I?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#@DR@ OA[-d'B@ MF?r[T@Y@@85@A@8vHx@8zcU@7[@7iFn@ D Ҡg1y@^~yAX0@ "F?@Y@@8 I?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h0U@70~{?zSHF?zSH@@DsC@ +-ATX -@!POiF?},{@Y@@6ԭS@7Xv%@7&W +@79Yn@7!>?E0m @¥zAmJybB@ p-F?մxB0@Y@@2V @3o5R@3OȯH@3tc@3A9]@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?$ȟ@F?$ȟ@@@D^f@9HOA\\迬@ jF?$tT@Y@@8'*J@8 +`S@80'@7@7jP{@u@ffffffD4 XZc@x =A]gڶ@ nF?ﲫ@Y@@8Cod@8T?ſ@8d=@7ʯ-@7l9e7!@D3=@a;ݩn AGl@"|}F?)r\>@Y@@73IB@89^/@8SÐ@8"ۡ@8{ +?DƲL@#]=Aao@O&EF?CV@Y@@6ڽN@7>"@7^ @65~ea@6T À@ D7p@*AY8N@ 8ڊF?P]@Y@@7@7@8T@7b@7iM"(?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$?E1^UE5@C!Am @kt!F?&IQ@Y@@2P;R4@3l: I@3KU`dS@3r]@3MD@Dw,Mj@{ AX @ 8,F?r/Y@Y@@7WfB֍@7ܞ@7?)@7dC@71.@ D]f@TA_ѡ'@ 7n{F?K]cA@Y@@8oZ.@86t@8ϓW?@7"(@7tT?ffffffF@- +@?zSHF?zSH@@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l? QrF? Qr@@Dz.*@{Xi|A[Bb@ KF?qbb˧@Y@@87٫@@8wQV@8zd2$/@7Ƒ-@7i?陙Efa@9_AOn1@UjF?陙@@/r@.24A@0i@.H7՛@-h-?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$?D}%@RgyAYd w@ z.F?{@Y@@7޴\@76@ K-W@"y@:vm@EQ?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$@D{@AO ;@!YF?ȟ@@Y@@74C@8ǚD@8R690@7Xȁ$@7ԯy@D!y[@3SAW]ZD@!4k,F?v@Y@@7@@@7v__#@7؄(@7KԄ"@7"c?ffffffE!N,@+Aչ`@PrF?ffffff@@(ýq@'\& @(n1@'pK@'*@$F@$Ca@N@Y?333333EyG@?As@$eF?333333@@*I@Y@@3Y@4"@3W3@3KU@4 =@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI@D%g@UI,AV 6(b@!mF?ty@Y@@6Ns@7` @7'ۆ[@7:7;@7!:y@DT@dA6;$AVx@!&Ŷ/zF?bb˧2@Y@@7(l@7n77P@7n ]t@7YO&-@74%?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]? QrF?& @@)-F@);.]@Y@ffffffDq2h@ +aAWC@ ŵMF?y2@Y@@83_${@83b0`~@8nq@7;#@7 +S[?ffffffF@*YB@Y?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@DȌ@+F~^AVe +@!yn8rF?"쪹@Y@@7%DE[@7i_@7f3`@7Z+ٖ@73Q.@D#Ͻ@ AV-X@!"DzF?9&A)@Y@@7 +Bb;@7r)9@7襁%@7KV$W$@7(*kB"@Dlգ@|D~AXK@ 5$F?RCQ@Y@@7# V@7p@7'>h@7Cuf@7 |@D:P@rQboOAGbu"% @"iqF?ᆘ5@Y@@7Al@89+@8Tc@8#.{%@8:?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f@ D~@] +T.AT@ :@!`>F?`V. +@Y@@7Zs<@8t@8t"@7G-@7{@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l?E@t }@cʕAr17@ fF?d9@@2IS@3)T @2Uƶ@3F?{[>@?zSHD\@$rcMAO\@&&F?zSH@@;@8Qy@:Od%J @7K@5Ѽ4=@D0Չ@wr-A`\]@ !gF?+CB@Y@@7z~w@7"@8u(y$@7Uiu@6H-?DƎ :@ŵ&Aa@ÚJvF?f:@Y@@6ݜ@78D@7aP @6|@6v?0̼,F?Z +ءf@?E#Kp@x0:AAkh @xD>F?O7u@Y@@2 UdA@3]݌d@3s]|@3Эս׀@3읐@Dl@R)A[Q @ I{F?qiB@Y@@89d@8xLP@8ze!@78@7i Aj? QrF? Qr@@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *?D'>@j A]z\@ l5ڕNF?l!-w@Y@@8Ez@@8Q^@@8b)`@7Uiׂ@7lq D? QrF? Qr@?Dƫ29V@gڻAaj E@ȈAzF?PH@Y@@6Q.jb@7`@7_aq=D@6u& @6c6?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?D'>@j A]z\@ l5ڕNF?l!-w@Y@@8Ez@@8Q^@@8b)`@7Uiׂ@7lq D@Dvߗ@qAZMv>@ A͗F?KHӮ@Y@@7BB+I@7zaA'@8bН@7 @7h~0P@D5 ^@ze9A`1@ *^*LNF?.H@Y@@7@7$@8.F@7T%@6;W5?j@DZ@##YAV~+@!).WF?NP@Y@@7!u;@7~Xw@7P@7U'}u@7-cy@ D7p@*AY8N@ 8ڊF?P]@Y@@7@7@8T@7b@7iM"(@D%+G@3EAWPN )@! +axHF?VϪ@Y@@8*dO<@8/'@8lpF@7/ @7#?ffffffEu9Z@SWA>-Z@ +F?ffffff@@(O@'{ @([7@'qGm@'*t'@D0`d@tLA]m&oh@ myqnF?zd@Y@@8DS +@8ym@8NWV@7 @7lz(%@;:hF@"P7ɛ@Y?ffffffF@ZOY@?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$@D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ@D+ݍJ@o (A]sF'g@ l>tF?sg@Y@@8Do @8Jw@8ԪgB@7*+r@7loϐ@ DG=J@A^ǎ @ P^OF?M++@Y@@8@8"@7^ @65~ea@6T À@D0=8@tWA]lQ@ mJtF?{_I@Y@@8C뜱ئ@8? +@8=z@7?>!@7lJqqv?333333Ddnl@0hA[Y@ F?`kz]@Y@@8Q|x@8,xٖ@8{5I_@7;tOz@7i*]Mh? QrF?5Jd @?k"ɁD\@$rcMAO\@~F?@//t@@;](@8'@:^ +SL&@7 +@5Ϟ7*@Dl@R)A[Q @ I{F?qiB@Y@@89d@8xLP@8ze!@78@7i Aj?=]UF?a4=@?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#@ DQ@T"פAW5R׵&y@! ޅXF? +8C@Y@@8'za@8/=@8S0}@7[]@72?E6?h@D +{AkdVZ8@'RWbF? +=@Y@@27ܖx@3bjN@3: @3l@3enF@DU!@D/ AWBLC@ 6]F?'>E@Y@@71$? +@7'V@7Ȇ,@7R1B@7%[@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI?333333E3ٞ:@!/_AGa\]_@ +-1[F?#M@@4)@2@30(@1ם@0 'n?k"ɁF?@EN@?D}%@RgyAYd w@ z.F?{@Y@@7޴\@70U@70~{@;:hF@!j@Y@Ds Z-@ϴ ATUWx@!Ol0F?@Y@@6Pa6@7cd_@7^B@7BZO@7(4D@Dqz@eʂjtAYn8@ Ұ7QF?P@Y@@7ߧ)@7?:@8W^=f6@7@7h?k"ɁF?k"Ɂ@?k"ɁF?k"Ɂ@?ffffffE!N,@+Aչ`@PrF?ffffff@@(ýq@'\& @(n1@'pK@'*?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h@772_@7L@ Dd@ւXAWY^~@! +F?s@Y@@8+R@803݅@8JJ@7.J@7eD?ffffffE!N,@+Aչ`@PrF?ffffff@@(ýq@'\& @(n1@'pK@'*?DMN@YӎAVaM@!˘TF?`s@Y@@8X爗@8*-_$@8y= @6/|s @6XE?DEh[b@ -P*AX.@ U F?-b8AFZ9d@+.c\F?xW)@@*"6h@-Ǭ@,[n@-Dm. +:@-х.{@ Di.v@VW UA_?ݬ=Ĥ@ A y~F?Ww@Y@@9 +gP֜@8@Y@9CoP@83Ջ3S@7h/@Dl@R)A[Q @ I{F?qiB@Y@@89d@8xLP@8ze!@78@7i Aj?ffffffF?fv @Y@D旔@AP k@!kFzF?ʫ\@Y@@7=[/@8N@8SSTE@7ְ@@7Ӿ)7@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *? QrF?䳜ΏE@@Dl@R)A[Q @ I{F?qiB@Y@@89d@8xLP@8ze!@78@7i Aj@D33ʯ@w*WA]i@ m;F?~LX@Y@@8Ch@8*@8j@"@7ʺ>A@7lmP? QrF?qgKh@?0̼,F?0̼,@@Y2F@#>@Y@<JwF@;#TM@Y@DYg@¹FATy"!R@!TF?i@Y@@6_Lj`@7l F@7N@7Jf@704j@D|;@dAU۵_@!+'FZF?@Y@@6RXg@7V?HU\@7\`@73`/e@7E*@Dz.*@{Xi|A[Bb@ KF?qbb˧@Y@@87٫@@8wQV@8zd2$/@7Ƒ-@7i?ffffffF?ffffff@Y?k"ɁF?k"Ɂ@? QrF?㯓@?333333EQ*@˧l+Aj+.@MF?צ Eb@Y@@3gD@4Q&2@4J=JT@4K 3@4Zb@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?D,wJ@ܣPFAZ@ a@UF?[l7`]@Y@@7AHa@7QN@8kρ@7&Fe@7h:r/@D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn?=]UF?H-;@@?0̼,F?0̼,@?333333D;@/lAa0@ +,F?sպ@Y@@6r@i@6ajh@7>= @6/|s @6XE@ D Ҡg1y@^~yAX0@ "F?@Y@@8]3l@ gF?꽺 +RiY@Y@@7+@7D@8et@7%)@7hx2*? QrF?M6@@D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn?EKl@l'At3{sD@W|LF?Pr[U@@14p>@2Ed@2,@2Qɿ@33bV@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI?k"ɁF?,B@?zSHF?zSH@@DP[@~y4OAXZVl@ /dF?74@Y@@6ߤ@7DX*@7@@7#j@6 13? QrF?G+ I@?ffffffD'>@j A]z\@ l5ڕNF?l!-w@Y@@8Ez@@8Q^@@8b)`@7Uiׂ@7lq D?ffffffDbHb@#(»NAaXefd@W"TOF?,]O@Y@@7Glt@7Oإ@71rU@7l ?@6 ~?F?@?ffffffD\@$rcMAO\@ F?ɤY<@@<'_@8D@:i8@7>@5Pwt?333333EyG@?As@$eF?333333@@*I@7:tȤn?k"ɁF?t6@?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@DaE@E)nWAX:*0@ r928F?_@Y@@7$>k@7s= @6/|s @6XE?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f@;:hF@"d@Y@ DwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.? QrF?!MW@@DW#mq@$[A_bJg@ 9)"eֽF?\>@Y@@9_JZ@8Fv)@9K{*!z@889~Ry@7jN@D#:4@,DgAY 5@ $_(F? >l@Y@@7R K42@7'@7@7\fӑ@7(dR/q@D@ +@F6 AUq@!)vMF?QX'@Y@@64߮@7cǑ@7a@7?|5?@7_T<|@D`@)AWPik@ ѲoF?/s@Y@@7EL@7^`4@7OiQҪ@74&_@7 ӧ.@D({T@wSNԉAP_@!̏<F?H˒:@Y@@7 +̛@8QW@8SO7v?@7@7ʲ6?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(hTUF?>P3@Y@@8+%6@805@81@7q @7LC0 ? QrF?`@@ Dy>`@Π0A]gĆ/@ nF?;@Y@@8Бі@8w,@9;Z@8"8i}@7}<?k"ɁF?k"Ɂ@?D,wJ@ܣPFAZ@ a@UF?[l7`]@Y@@7AHa@7QN@8kρ@7&Fe@7h:r/@ D.Tl@Q# +A_GA@ @GxFhF?她b@Y@@98+@8I@9Cİ@849Xk@7Z?ffffffF?ffffff@Y?0̼,D\@$rcMAO\@O F?8Fj@@;9܂@85 @:Yv/@7|@5:J6?{[>F?{[>@?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?DY}\@  AY%T@ U#F?#cV@Y@@7v5:@7'3X@8^H@78@7hH n?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?F?@?ECLͺi@k AGރ@UOF?@@)GΓiM@(딛 @)F!S@(N?)@(gzMg?k"ɁF?k"Ɂ@?ffffffE!N,@+Aչ`@PrF?ffffff@@(ýq@'\& @(n1@'pK@'*@ffffffD=n G@MˍDAVн$@!z1F?.@Y@@8e!r@8+- ;V@8@7mT\@7-?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#@Dn":@$6>A[tAX@ DG!ZF?s@Y@@8F@8U%S@8$@8һ@7+n? QrD\@$rcMAO\@mS%~F?c:a@@;昌d@8#=@:ZІ@7o@5+T@ D~@] +T.AT@ :@!`>F?`V. +@Y@@7Zs<@8t@8t"@7G-@7{@Ddߞ@2AP@!mF?,]@Y@@7a0@8"@7^ @65~ea@6T À@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI?F?@@ D /@{'AFT5z@"$iF?5Tu@Y@@7Ub#@8=;&@8U0@8(,Q@8 h??k"ɁF?k")L*@?F?@?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP@D F@}#A]7X?@ r;F?簉'RT@Y@@8ʪs@8tX9(@9.1oT@89@7vv0?ffffffF?), +J@@ D +%@^EkAXIVު@ -F?,R@Y@@8<*@86ψ*@8ƨ@7zY!y@7@ D~@] +T.AT@ :@!`>F?`V. +@Y@@7Zs<@8t@8t"@7G-@7{?0̼,F?类)s@?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(hP3@Y@@8jA;@7܅x@8r0:@7Q@78ߝ@ffffffDt@.ӎA_V_7_@ >RF?xW)@Y@@7+R-@7.@8Tڿd@7Xd6@74``X?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?ffffffF@NDN@Y@ D@sTAWYPݴ@! +>TUF?>P3@Y@@8+%6@805@81@7q @7LC0 ?k"ɁF?k"Ɂ@@DWIw!w@ Q;AT)@!N#3("F?쿱[W?@Y@@6 ([@7j@72lj@7Hlj@7-8 +?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2?0̼,D\@$rcMAO\@tbie>F?]EUu@@;rS@8`\@:[2a@7hd(@5 +/ ^@D;I@3lJAXY{@ :>F?2f@8kn[R@9o^@8X@7f)Ǵ@ffffffD4 XZc@x =A]gڶ@ nF?ﲫ@Y@@8Cod@8T?ſ@8d=@7ʯ-@7l9e7!@D-)pW6*@q 7A]q=@ m='F?ulvK@Y@@8D6@81Ed@8L@7@7l.j?zSHF?WYO@@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?$ȟ@F?$ȟ@@@D#w"pN@i]HAW)@ rc3F?쪸[B@Y@@6ǻ@7[4I@7n@73C[@7A׵?0̼,F?% @? QrF? Qr@?zSHF?zܪa@?DEh[b@ -P*AX.@ U F?-b8F?@x@Y@@6T2@7NW:@74'@7(L,@7r@ffffffD4 XZc@x =A]gڶ@ nF?ﲫ@Y@@8Cod@8T?ſ@8d=@7ʯ-@7l9e7!@<JwF@<Jw@Y@ D7p@*AY8N@ 8ڊF?P]@Y@@7@7@8T@7b@7iM"(?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(hF?Mp*4@?񙙙DƎ :@ŵ&Aa@ÚJvF?f:@Y@@6ݜ@78D@7aP @6|@6v@ D Ҡg1y@^~yAX0@ "F?@Y@@8lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?ffffffF@1z@Y@;:hF@C@Y@D$rI@vAY9%]@ UDF?&IR@Y@@7RD"H@7 ",@7a㯫@7[@7'a;?ffffffF?ffffff@Y?F?<(oV@?$ȟ@F?$ȟ@@@D%=` @/B{A]Ⱥ@ bF?puO@Y@@8 d@8~$@9!G@8#;z@7=x?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?D\@$rcMAO\@g\m8F?O +@@;@vt@8G@:`0T@7Va@5.!?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l@ D{0_@۽_AWX@! +dM}F?ڤ@Y@@8+D@802@8~Y<@7@7 @DwE@w!AX,FO@ Ȭo/F?N&Ԁ@Y@@7!n@7s]F@7.at@7G5@7_Ji@Dt*@[9AU<.(J@!4EF?eO@Y@@8 9@8%]4$@84@7:@7z;b@$F@(@Y?k"ɁF?k"Ɂ@@;:hF@F<3@Y?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?ffffffDwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.@;:hF@s-@Y?ffffffE!N,@+Aչ`@PrF?ffffff@@(ýq@'\& @(n1@'pK@'*?k"ɁF?zw@@D@.iAW ;MZ@! +lwU[F?=b@Y@@6E?@7cGp2̘@7lz@7;oX@7݉?ffffffF@; @Y?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?F?@?0̼,D\@$rcMAO\@dF?0̼,@@;hb@8#@:Vj%@7Ĵ@5б[ @ DRw+@dyAYҹV@ n;F?X@Y@@7ۆg@7궸$@8QEV4@7\h@7i:"@D]/@_PAatܩ@]:F?^ s@Y@@8Yv@8`oƌ@9:E~@7Qh @7?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?ECLͺi@k AGރ@UOF?@@)GΓiM@(딛 @)F!S@(N?)@(gzMg?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD@ Dn@uY,}A_v07@ ;ç4F?xl"h @Y@@8j.MD@84&~@8^@7സ@7s)x%?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?DƲL@#]=Aao@O&EF?CV@Y@@6ڽN@7>"@7^ @65~ea@6T À@$F@(π3@Y@ffffffD8Y"@N7@JAYmw@ ;VF?v @Y@@7ߏ&v@72m}@8WMjv@7i\o@7h岠?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?F?@?0̼,F?K,F@@)-F@)-@Y? QrF?年d&@?ffffffEu9Z@SWA>-Z@ +F?ffffff@@(O@'{ @([7@'qGm@'*t'?zSHF?zSH@?k"ɁD\@$rcMAO\@Z.]ϥF?k"Ɂ@@;l@8@@:Z̜{@7Rii@5,Ba?EDZ,@Ӯ#-As"v@}GqF?/ek@@2 )V@3GII@2\{@3ٰ@3HJ#T?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD@ DwΖ@7lpATyj=v@!ZHF?|&V@@Y@@7t@8_sC@8wKU@7@7QK> I@ Dª`@qKA]TL h@ o=F? ҉@Y@@8>"@8vc@9ּq-3@8V-,@7/v?ffffffE!N,@+Aչ`@PrF?ffffff@@(ýq@'\& @(n1@'pK@'*@ D7@A_]@ 9⛝SF?ej@Y@@8Ɗ>@85MK'@8">X@7߬!@7tSG.һ?zSHF?-mT_@@ffffffD u@/ȧvYA_T-`I@ ?CiF?R~@Y@@7z @7`%@8T| .@7 )@73הe?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?$ȟ@F?BZ@@D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#@)-F@/\|ؘ@Y?=]UF?=]U@@D.fՓ@YjAWgmq3B@!KF?(߹9@Y@@7"U@7ux&Z@7S@7J:o7@7" «"@7^ @65~ea@6T À@D3P{}@y]A`Pdʳ@ ŲF?,]N@Y@@7W<@7G @8K@7TC[%@6@L:?ffffffD@@cHA]߰U@ beAF?a=1@Y@@7g2 @7.@89/گ@7>0U@70~{@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2@ffffffD4 XZc@x =A]gڶ@ nF?ﲫ@Y@@8Cod@8T?ſ@8d=@7ʯ-@7l9e7!?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?ffffffF?s`3@?zSHF?zSH@? QrF?a|>?@?DƲL@#]=Aao@O&EF?CV@Y@@6ڽN@7>"@7^ @65~ea@6T À?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h@7:tȤn@ D Ҡg1y@^~yAX0@ "F?@Y@@8@Y@@7ݧ,@7@8 @7V k@2}@FDUD@D2SGV@ۯyXhA[9<@ BvF?q6@Y@@8AJi@8| b`G@8zkק@7:l@7i9? QrF?瘤ú@?D\@$rcMAO\@'F?@@;9*~@8B(?@:]mMN@7a@5ϧ1ڑ?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f? QrF?b&@@ DRq@aeA^Vx B@ W&RF?}ke@Y@@8 `@8νfv@9,i7h@8(@7S?k"ɁD\@$rcMAO\@5j{F?p37@@<Ă6@8r@:b,@:@7g2@5wP@D2SGV@ۯyXhA[9<@ BvF?q6@Y@@8AJi@8| b`G@8zkק@7:l@7i9?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@"DK@"zAVu GK@!3w F?>BZc@Y@@6@7d-1r@7E3@7>e@7"?ffffffDwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *@D<~6z@,˒AW]"PC@!/a F?ߏG0@@Y@@7 4x@7kÓ;_@7b@7Bi,"@7[?@ D7p@*AY8N@ 8ڊF?P]@Y@@7@7@8T@7b@7iM"(?0̼,F?0̼,@? QrF?-Qq@?ffffffDv@+՘nAXQX@ }F?w{@Y@@7HJA@7>4@8Kh@7R@7iЊ)S?ffffffF?ffffff@Y?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h"k@94_e@8+@7h?$ȟ@D\@$rcMAO\@I]F?wRq@@<s@8Ҡ@:eG8r@7hY @5ع\?D+,7@tA`ymg>@ s)F?'RT`e@Y@@7k({@7&,@8GJ@7U)@6W'L@ D Ҡg1y@^~yAX0@ "F?@Y@@8@7:tȤn?DƫJM@4AaY}9@ȌF?H@Y@@6Oe@7>@7_`(@6@6c40k?$ȟ@D\@$rcMAO\@̬wF?B=@@<1@8_/V@:f m@7Zu:@5͗ۦ@7:tȤn@ DwΖ@7lpATyj=v@!ZHF?|&V@@Y@@7t@8_sC@8wKU@7@7QK> I?333333E'e7D@C*ATm@YӰ4qcF?'RT`e@@5s@$ @3:QK@4;eC@2x;`@14f(?ffffffF?.EX@?E3 +L{ @s䙒|AkR'@F?ؼj~#@Y@@2S[!Z@3xyv@3Ru@3=z@3$2@D%+G@3EAWPN )@! +axHF?VϪ@Y@@8*dO<@8/'@8lpF@7/ @7#? QrF?r:Uf@?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?$ȟ@F?$ȟ@@@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?zSHD\@$rcMAO\@[<[F?zSH@@; +@8-a@:Z(i"r@7dX@5*º@D(j}DL@l;JA]x@ lgF?ohۋ@Y@@8EA=@8Ki@88}Wc@7CsG@7l??333333E'e7D@C*ATm@YӰ4qcF?'RT`e@@5s@$ @3:QK@4;eC@2x;`@14f(? QrD\@$rcMAO\@NF?#L5c@@;߲a@8C)@:W-h@7պeV@5Јm?ffffffDwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.@<JwF@";_@Y?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h"@7^ @65~ea@6T À?0̼,F?0̼,@@DYg@߃v9AVwJ +.#@!x'{F?1.@Y@@6>;@7_$S|p@7A W2@79,@7v0A@Y@@8 !-@8&Xx@8\^n4@7L@7 *?zSHF?zSH@?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f?zSHF?zSH@?앿ExD\@$rcMAO\@_MF@Q-MnH@@<=ߙR$@8G@:n0 tR@7:- @5˵X%@ D Ҡg1y@^~yAX0@ "F?@Y@@8כZ@@F>U:?E4 w0B@ҽ}~An2G@iF?@Y@@23<@3SYO@30퍍43@3[:{i@3r?ffffffF?ffffff@Y@DvnT@XlLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.@ DHa^g@B?= @6/|s @6XE?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f?F!W#l@oa<6B%?8~F?ۨXy=@@l@&T@s@Z^)@lyX@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *? QrF?ߌWM@?k"ɁF?k.@?0̼,F?=}9@?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@<`o.@8c7&@:aɹ@7@5ER@D|2%@!؂A_hөIk@ =*c1F?v@Y@@743@7́@8VCO@72p@7474>@)-F@.eO7u@Y?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD@De1@x]nAW߬@ "ZpF?FIl.@Y@@7$d_5@7wT@7 Ww@7Kؕ@7 8WpF?/0@Y@@7~X@8 vy@8~Y@7x1@7@ffffffD u@/ȧvYA_T-`I@ ?CiF?R~@Y@@7z @7`%@8T| .@7 )@73הe?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k@ffffffD8Y"@N7@JAYmw@ ;VF?v @Y@@7ߏ&v@72m}@8WMjv@7i\o@7h岠?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?DEI@2hKA`aV,@ јx F?>P3@Y@@8jA;@7܅x@8r0:@7Q@78ߝ?ffffffDp"@ͮcA^]'@ Vx'F?qiC@Y@@8^3>*@8$lq}@8zhn@7ӕ @7on7? QrF? Qr@?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]?DuU@,_!i`A`!CK&@ (΀tF?䵝yh@Y@@8 pGC@7 E@8gq@7{@77 Ȟv@DXӶ@?/AẄ^@!$F?$ p@Y@@7#di5@7|O?p@7UQ@7R 2xW@7)l@D. 8@rȐA]p`͓@ m2&@-F?wFze@Y@@8D\"@8 #e(@8u"@7߬@7l\=@ Dcz @DqA`#\3@ (`\F?̷@Y@@8I@8@P@8B c\@7@7wʦ( +@D{@AO ;@!YF?ȟ@@Y@@74C@8ǚD@8R690@7Xȁ$@7ԯy@ D@sTAWYPݴ@! +>TUF?>P3@Y@@8+%6@805@81@7q @7LC0 ?ffffffE!N,@+Aչ`@PrF?ffffff@@(ýq@'\& @(n1@'pK@'*@ D~@] +T.AT@ :@!`>F?`V. +@Y@@7Zs<@8t@8t"@7G-@7{@D@eiO~@[> TAXA1Y@ قtF?0@Y@@6뽕la@7MʘD8@7O@7%y(آ@7<@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI@D/@*@@s(A]nK'@ mZPcVF?x?)@Y@@8D/w/@8 r`C@8oe'&@7b~g@7l^\?D!BI@AT8yM@!a F?Ր@Y@@7kì@8Tm@8td.`@71P@706?0̼,F?0̼,@@ D~@] +T.AT@ :@!`>F?`V. +@Y@@7Zs<@8t@8t"@7G-@7{@De@D"AU~A\@!1jRF?nX/D@Y@@8 ] @8%6@8~L@7$w)lj@7AM@Dc6w@sIAWa_q:@! 4õF?ڐ +@Y@@8+I<@80wAS@8J@7Z@7$@ffffffD8Y"@N7@JAYmw@ ;VF?v @Y@@7ߏ&v@72m}@8WMjv@7i\o@7h岠?ffffffF?ffffff@Y?ffffffE!N,@+Aչ`@PrF?ffffff@@(ýq@'\& @(n1@'pK@'*?333333EyG@?As@$eF?333333@@*I@7:tȤn@DV.F:@qμAX5E@ %}DhF?9.<@Y@@6qc|@7JkID@7-0@7"W@6b`@ DwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.@DZ%=@%hCA[FFS@ CaphF?th@Y@@8{1@8Y_@v@8X-so@8 _ZҪ@72Sk?k"ɁF?k"Ɂ@?0̼,D\@$rcMAO\@pF@m@@@Y@@8 !-@8&Xx@8\^n4@7L@7 *?ffffffF?ffffff@Y@ D }@&؆0pAW\>@! vF?7 ܇U@Y@@8+ei~@80LV@84XH@7Q"N@7q?)@ D~@] +T.AT@ :@!`>F?`V. +@Y@@7Zs<@8t@8t"@7G-@7{?ffffffDuU@,_!i`A`!CK&@ (΀tF?䵝yh@Y@@8 pGC@7 E@8gq@7{@77 Ȟv? QrF? Qr@?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP@D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn? QrD\@$rcMAO\@&حF?aQ@@;Ά3Z@8f~d@:U7lN@7@5I:n?{[>F?ע q@?E&@\;=n]At4'@jF?@@)i%J@)@)cL`@(S@(y@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI? QrF?@?333333D;@/lAa0@ +,F?sպ@Y@@6r@i@6ajh@7>= @6/|s @6XE?333333D;@/lAa0@ +,F?sպ@Y@@6r@i@6ajh@7>= @6/|s @6XE?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h4@8Kh@7R@7iЊ)S@D[G@{wГPATL mE@!MLzF?Pܜ@Y@@6+YB@7Zn@7v@7:A B@7!t?0̼,F?=@?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h k@2}@FDUD@ffffffD0}@].MAUx@!4Kmy;F?ȊG@Y@@8 b@8%P.@8d@7.~8@7?0̼,D\@$rcMAO\@F?sX\@@;@84E@:]Re@7 +--w@5ϱ1-|?$ȟ@F?2@Y?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD? QrF? Qr@?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h k@2}@FDUD@D|2%@!؂A_hөIk@ =*c1F?v@Y@@743@7́@8VCO@72p@7474>?陙Ef{@MA*<@Y_F?陙@@/[Dm@."@0Xa@.O|@-o[C?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]?D\@$rcMAO\@u/F?-@@;*d@8YD\@:^լTy@7f@5ρlR?E?8 4z@MSAp)Ύ@5F?8R}@Y@@1 -@318@2k@3LmZ*@38 +2H?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f@DR@ OA[-d'B@ MF?r[T@Y@@85@A@8vHx@8zcU@7[@7iFn?F$[F-@q$E;Bٶ\?P= @6/|s @6XE?F?@?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP?ECLͺi@k AGރ@UOF?@@)GΓiM@(딛 @)F!S@(N?)@(gzMg?0̼,F?-Y@@D]ţ@mvAYӌL@ өJfF?C\@Y@@7N(Q@7h/@7H$~@7[`R}@7'p@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@DT@6HAUt)@!/F?]9@Y@@8 Q@8&VJZ@8YHU@7L+@7 T.$@DEsA@`0AZ 9/@ aF?u!@Y@@7H朗@73u@7:.@7OIO@7U?=]UD\@$rcMAO\@2 +F?Ƌ@@;U@8\'@:O9}r@7@5Ѯ~r@D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn@1;.F@&^doa@Y@D!p/@!/dAYT[@ q F?$LD|1@Y@@7]]IC@7X@8^Իlu@7@7hIa?ffffffDO=@Y%&AU8[@!8FfF?ﵲK@Y@@8wr@8$`9G4f@8`3p@7:@@7)S@ '76F@5{x@Y@Dvߗ@qAZMv>@ A͗F?KHӮ@Y@@7BB+I@7zaA'@8bН@7 @7h~0P@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI?k"ɁF?e@Y?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h@81{@7;,@7j#0?333333D;@/lAa0@ +,F?sպ@Y@@6r@i@6ajh@7>= @6/|s @6XE?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?陙Efa@9_AOn1@UjF?陙@@/r@.24A@0i@.H7՛@-h-@DFy:@[AV*VJ@!#nF?>E@Y@@64M@7[/@7Û,@76 @7X"@ '76F@k&@Y?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?0̼,F?0̼,@@D I +@zA^ǻ@ J:؊oF?Q@Y@@85^@8V^@98G`@8.['@7Z@D|2%@!؂A_hөIk@ =*c1F?v@Y@@743@7́@8VCO@72p@7474>?0̼,F?0̼,@@ D"}Gݢ@,A^)zu@ M]IF?(@Y@@8rᇸ@8,{@96i{@8-]%n8@79?zSHF?zSH@?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f@Dc6w@sIAWa_q:@! 4õF?ڐ +@Y@@8+I<@80wAS@8J@7Z@7$?F?@@DQ@NR\A_Mqk@ ?~{F? I?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?{[>D\@$rcMAO\@ ]F?ɸ 0@@;e@8 @:G.V@7X"\@5Җ7%?0̼,F?hqH@@DF6[,@CkA^9[-@ Y F?歫U=@Y@@8Z@8"A@8 @7=p@7o._e&@Dc6w@sIAWa_q:@! 4õF?ڐ +@Y@@8+I<@80wAS@8J@7Z@7$?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD@D1e@՚AXjr@ s͏tF?T@Y@@7/Ũ@7~#@7'zj2@7QPw@7$KE9?$ȟ@D\@$rcMAO\@BD\F?g٘* @@<yS@88i @:b &@7O.u@5Υyc,@ DR,@@GAY^@  KF?>-b8@Y@@7-Q@7y><@8R>Z?@7 OF@7i:@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI@D n+@g@AWN&B D@!(bF?VϪ@Y@@76@7w@7:y@7LD@7$)OY?k"ɁF?&V@~uQ@?0̼,F?(@?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h k@2}@FDUD@ D@sTAWYPݴ@! +>TUF?>P3@Y@@8+%6@805@81@7q @7LC0 ?DMN@YӎAVaM@!˘TF?`s@Y@@8X爗@8*-_$@8y@Y@@8 !-@8&Xx@8\^n4@7L@7 *?$ȟ@F?$ȟ@@?ffffffF@pMUh@Y?ffffffD@@cHA]߰U@ beAF?a=1@Y@@7g2 @7.@89/گ@7>0U@70~{?$ȟ@F?$ȟ@@?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI?񙙙DƎ :@ŵ&Aa@ÚJvF?f:@Y@@6ݜ@78D@7aP @6|@6v?ffffffDp"@ͮcA^]'@ Vx'F?qiC@Y@@8^3>*@8$lq}@8zhn@7ӕ @7on7@D)w@0AU6?: Y@!>ogFiF?Sy3@Y@@6_h@7p8o@7 W@7LU\_@7-H%?{[>F?{[>@?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?F?@?zSHF?zSH@?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l?D@q`@>CRA_@1@ @_];F?嬚@Y@@7X@7Xy@8S,!-*@7JXq@73@ DwΖ@7lpATyj=v@!ZHF?|&V@@Y@@7t@8_sC@8wKU@7@7QK> I@D!p/@!/dAYT[@ q F?$LD|1@Y@@7]]IC@7X@8^Իlu@7@7hIa@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2?E i`+@fRAi?^00'@uF1F?iv@Y@@36]'&X@40J@4!3ƌZ@4.́`m@4D5cf?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@D,^V]@pFA]rT/@ m'F?uO7u@Y@@8D=@898_}t@85E@7 "@7l]4@ D㙱@&A_Ԉ@ /s<|)F?X@Y@@8RA@8;J@8JL@7ȅ@7vX5,8?zSHF?@@ffffffD*<@69\rA_K r$E@ ?OF?墇~m@Y@@7*@7Ԡw&@8S +@7@@73q?ffffffDwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.?0̼,F?mDܨ@@Dsx@R"j+A\.@ F?\$_[@Y@@8,X1@8 C1z@8zVa@7Ð@7j?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@ D@sTAWYPݴ@! +>TUF?>P3@Y@@8+%6@805@81@7q @7LC0 @ DĨb-@‰B;VAV):Dr@!#xF?<ϕ@Y@@6ߨ–@7HL,h?ffffffDbHb@#(»NAaXefd@W"TOF?,]O@Y@@7Glt@7Oإ@71rU@7l ?@6 ~?k"ɁF?w@?ffffffF?ffffff@Y@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI?k"ɁF?v[@@Dl@R)A[Q @ I{F?qiB@Y@@89d@8xLP@8ze!@78@7i Aj?񙙙DΧ:Y@#^|Aaw@/3F?bE@Y@@6twxgVJ@6$s@7"R%b@6ы@6XUڎ?ffffffE!N,@+Aչ`@PrF?ffffff@@(ýq@'\& @(n1@'pK@'*@D4O@KOAVh@!,bF?<쿱[@Y@@8t@8'z:H@8 >V@7q8@7"CV@ LYt[F@_{J#:@Y? QrD\@$rcMAO\@*nĺF?ԯmN@@;ڌ.@@8[BI@:Xl:@7[@5jd* +@ D~@] +T.AT@ :@!`>F?`V. +@Y@@7Zs<@8t@8t"@7G-@7{?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]@<JwF@"!nJ@Y?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?k"ɁD\@$rcMAO\@F?U>:2@@;߲@8'Ӕ@:V@7e<@5ЭtV-?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@Dq5~@N FAU@!2'>&F?yЦv @Y@@8 +/O@8%FD@8 ɒ@7 +^]A@7e(?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD@<JwF@!E0@Y@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$@ D@sTAWYPݴ@! +>TUF?>P3@Y@@8+%6@805@81@7q @7LC0 ?=]UF?}4@?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?ED-@o{ArnX]H@ RrF?_{@@2 bskX@3 &+@2ݻH9@3!*{9@3QNE? QrF?ibS@@DPj@*A\oA@ 0r5F?|O"@Y@@8)#Y@8 `@8z޷@7œd5U @7juQJ?k"ɁF?k"Ɂ@@Dd @,`##_AX\+@ 5 +F?뷿`@Y@@7D+Y+z@7\@7׾ITi@7[!dV@7*Q:)?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@ D@sTAWYPݴ@! +>TUF?>P3@Y@@8+%6@805@81@7q @7LC0 ?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?Dn@[󴃗Aa ۓt@IF?5~g,@Y@@7'j@7.B@8%ĥ<@7Vtb@6d@Dd~Bv@¤S-ÕATel@!N 4ՎF?s@Y@@6Vr@7j#d @7"L@7HxQ@7-3@Dl@R)A[Q @ I{F?qiB@Y@@89d@8xLP@8ze!@78@7i Aj?333333D;@/lAa0@ +,F?sպ@Y@@6r@i@6ajh@7>= @6/|s @6XE? QrF?׃@?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?ECLͺi@k AGރ@UOF?@@)GΓiM@(딛 @)F!S@(N?)@(gzMg@ LYt[F@[@Y?DEI@2hKA`aV,@ јx F?>P3@Y@@8jA;@7܅x@8r0:@7Q@78ߝ@ D @`5QzDAX@ F?Ҳ@Y@@8<@86$@8ZjC@7nU4@7gi@D-vg@(G$GAWr?fQ@ F?R}A@Y@@7 @7gb@7eCr +@7=t@7^1@DI1|@xѹMAVp@!'DF?gS@Y@@7T;@7}iQ@7Y,c@7V6F(U@71E\?ffffffD@@cHA]߰U@ beAF?a=1@Y@@7g2 @7.@89/گ@7>0U@70~{?0̼,D\@$rcMAO\@:hCF?' +0@@;5_@8o@:Sj@7h@53d?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?k"ɁF?O;@@D+@vwAUǾf@!J>8WpF?/0@Y@@7~X@8 vy@8~Y@7x1@7?E?K@SRoAp7_@*F?H˒:*@@2m@3\;@3-u+`r@3q+ɍ@3ڂZ?zSHD\@$rcMAO\@}_F?bm@@; 7@8P9@:L{6@7=@58|?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@Dcb@{_\;AGR@"ކjqF?KI@Y@@7a@8:W@8TL +pC@8$5 @8XY@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ@DrGk<@2*mAXP}@ QmF?!R<@Y@@7?$@7?@7 @7V @7&s/r?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?E +u_$h@χ_Aj #F3*@eF?W&@Y@@2U@4y*H@30n4@4%@4Ϭ]@ D@sTAWYPݴ@! +>TUF?>P3@Y@@8+%6@805@81@7q @7LC0 ?0̼,F?>0^@?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?ffffffDuU@,_!i`A`!CK&@ (΀tF?䵝yh@Y@@8 pGC@7 E@8gq@7{@77 Ȟv?zSHF?Z@@Dl@R)A[Q @ I{F?qiB@Y@@89d@8xLP@8ze!@78@7i Aj?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?ECLͺi@k AGރ@UOF?@@)GΓiM@(딛 @)F!S@(N?)@(gzMg@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l?zSHF?B@?k"ɁF?4L7@@Dg5 .i@5HAZT0S @ s'F?갞8@Y@@7O'@7@8eep@7N?@7hw'@D@k ;@H +AVA|Cи@! ckF?!Wh@Y@@7*@7ubU@7M+r@7MT@7)@Dy@@h'O~A_d$})@ ==䞘F?\$_@Y@@9p@8w@9F£4N@85@7UGJ)?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]@DB@q+AUQd@!6T~8F?r/Y@Y@@8 z@8$ʛ/P@8X @7ǡ@7ͫ?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?333333E'e7D@C*ATm@YӰ4qcF?'RT`e@@5s@$ @3:QK@4;eC@2x;`@14f(@DS @%O.A`vkD@ GXF?iQX@Y@@8NrZ@8J^Z@8d@7 &@7{2AB?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?DƲL@#]=Aao@O&EF?CV@Y@@6ڽN@7>"@7^ @65~ea@6T À@ D@sTAWYPݴ@! +>TUF?>P3@Y@@8+%6@805@81@7q @7LC0 ?0̼,F?#CS@?0̼,F?0̼,@?ffffffF@3eU@?񙙙D~SzN@NOA`xvd@ F??) +@Y@@8"0 @7"$Е@8xL@7hlB@7:5h-@;:hF@'$/@Y?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@Dc6w@sIAWa_q:@! 4õF?ڐ +@Y@@8+I<@80wAS@8J@7Z@7$?ffffffEbr<@?A֔×@@AdF?ffffff@@(4|{;d@'ڰjM@(2Gd@'JB=!@',H @DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2@Dz.*@{Xi|A[Bb@ KF?qbb˧@Y@@87٫@@8wQV@8zd2$/@7Ƒ-@7i@DuZ@ ׾A$AXkLNB@ FF?묚@Y@@6T`@7ZB 8@7[I@70@7B?k"ɁD\@$rcMAO\@Z.]ϥF?k"Ɂ@@;l@8@@:Z̜{@7Rii@5,Ba?ffffffD@@cHA]߰U@ beAF?a=1@Y@@7g2 @7.@89/گ@7>0U@70~{?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$@D+@vwAUǾf@!J>8WpF?/0@Y@@7~X@8 vy@8~Y@7x1@7@<JwF@!upe@Y?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h k@2}@FDUD?ffffffE!N,@+Aչ`@PrF?ffffff@@(ýq@'\& @(n1@'pK@'*?{[>F?t|@?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(hCRA_@1@ @_];F?嬚@Y@@7X@7Xy@8S,!-*@7JXq@73@ D Ҡg1y@^~yAX0@ "F?@Y@@8TUF?>P3@Y@@8+%6@805@81@7q @7LC0 ?ffffffEu9Z@SWA>-Z@ +F?ffffff@@(O@'{ @([7@'qGm@'*t'?ffffffF?DVS@@ DN@!?߰AU{@!2),F?եb@Y@@6Yk'C@7E^hq@7t<.@7$0@7 +?ffffffF?ffffff@Y?앿ExF@o@Y?0̼,F?2@?DuU@,_!i`A`!CK&@ (΀tF?䵝yh@Y@@8 pGC@7 E@8gq@7{@77 Ȟv?ffffffD@@cHA]߰U@ beAF?a=1@Y@@7g2 @7.@89/گ@7>0U@70~{?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k@D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn@Dߐ@\ + A[ +@ R#F?$@Y@@8r3@8WW X@8:u@8E +v@7ge?$ȟ@F@l뻥@@Dї(@Z!o\AG`O0@"iiF?kP|@Y@@7@880 @8S +e@8"+?@80,@ D Ҡg1y@^~yAX0@ "F?@Y@@8$@7moy@7YM"@7HZ&Y@7'ۧT1?zSHD\@$rcMAO\@xA]ۃ@ aF?6;%o@Y@@81Y p@8~%@9!9!?rx@8#H@7йc=?=]UD\@$rcMAO\@)F?=]U@@;ٿ@8S!"@:Le&H@7 1@5gY@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ@<JwF@&B @Y?0̼,F?CI@@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *@D+U@oA]s B@ lkF?sGO@Y@@8DU@8M~@8ٛ +@7c5@7l;z?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?EC9XG@ GAp@bF? x>@@2IwpM@3?J}@3%@3UdOz1@3u?0̼,F?0̼,@@Dl@R)A[Q @ I{F?qiB@Y@@89d@8xLP@8ze!@78@7i Aj?FӦZ@"FBzW?]}oF?73@@ic.@u&@G%0@{V@2Dց?E]Z}@ϖ{Aij_@.- + F?-"@Y@@3 4K@4;X@3C#D@4.@4)E!?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD@DGO@m}uwA`|K@ }2F?FV@Y@@8$4o@7#h@8zn@7 0@7:zwa?333333D0<@޴AYBxu@ :kVF?@Y@@7% T@7'%#1@8T%DT@7/@7ihj`?zSHF?zSH@?DEI@2hKA`aV,@ јx F?>P3@Y@@8jA;@7܅x@8r0:@7Q@78ߝ?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@ D9@O%MA_K  @ ?9F?r/Y@Y@@96&@8N@9D&N@84d׉@7@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ@ffffffD4 XZc@x =A]gڶ@ nF?ﲫ@Y@@8Cod@8T?ſ@8d=@7ʯ-@7l9e7!?0̼,F?0̼,@@ffffffD2 +@.%DmA_WKD@ >и%bF?喻@Y@@7?a@78~-@8T͟@7 &1@743\?0̼,F?0̼,@?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]@ffffffD0}@].MAUx@!4Kmy;F?ȊG@Y@@8 b@8%P.@8d@7.~8@7@ Dlq@SxiA\ͧ7NC@ |^F?#@Y@@82?K@85PLd@8a@7ō:@7k3 ?DEI@2hKA`aV,@ јx F?>P3@Y@@8jA;@7܅x@8r0:@7Q@78ߝ? QrF?4eY@?zSHF?zSH@@D{@AO ;@!YF?ȟ@@Y@@74C@8ǚD@8R690@7Xȁ$@7ԯy?Dp"@ͮcA^]'@ Vx'F?qiC@Y@@8^3>*@8$lq}@8zhn@7ӕ @7on7?D\@$rcMAO\@F?J-`@@;<@8 r"@:_ =@7O@5zrB@ DSR6@\AAY5@ MBF? e@Y@@7f@7xۗ@8Q@79@7i<#SC?k"ɁF?k"Ɂ@?EG@x=At?IYXc@_oڑF?K]d@@0 5@1vt@1%NO\@1jE@1 !@DXz$v@0AUC]@!07[F?ɅoiD@Y@@6{@7cLw@7@7@e?4@7![JwK?0̼,F?0̼,@?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?ffffffF@ANF@@D;)@ĘAX&'ԥ@ -.F?뀝IQ@Y@@7zEE@7e0@7gH@79]Nu@7+D(@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI@D:e:/@TXVAX5V#@ EF?B؃@Y@@7 +M5j@7c@737h$@79뿑@7W1?D~SzN@NOA`xvd@ F??) +@Y@@8"0 @7"$Е@8xL@7hlB@7:5h-@D*@-%ڇAV<@!'=F?iu @Y@@6躯@7[b@7d@78xA@7Fvi?333333DƎ :@ŵ&Aa@ÚJvF?f:@Y@@6ݜ@78D@7aP @6|@6v@ DbݑV@A_@ 2MY F?Ѣ@Y@@8=8=@8:Jfv@8'<8@7L.A@7uԆô?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$?0̼,F?0̼,@@ffffffDq2h@ +aAWC@ ŵMF?y2@Y@@83_${@83b0`~@8nq@7;#@7 +S[?ffffffDbHb@#(»NAaXefd@W"TOF?,]O@Y@@7Glt@7Oإ@71rU@7l ?@6 ~@Dl@R)A[Q @ I{F?qiB@Y@@89d@8xLP@8ze!@78@7i Aj?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@<`o.@8c7&@:aɹ@7@5ER@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$? QrF?͵*@?333333DΣE@":PYAa5hoj@z F?Xe@Y@@6t0,K@6uN@7H.@6+F8@6Y:@Df_@AXm@ sFF?Jw@Y@@7@7k{ +C@7D-F@7@o@7{._6?앿ExF@37e@?F?@?DEh[b@ -P*AX.@ U F?-b8F@8\є@:j䛫@7?@5̜7@ D /@{'AFT5z@"$iF?5Tu@Y@@7Ub#@8=;&@8U0@8(,Q@8 h??333333DΣE@":PYAa5hoj@z F?Xe@Y@@6t0,K@6uN@7H.@6+F8@6Y:@DR@ OA[-d'B@ MF?r[T@Y@@85@A@8vHx@8zcU@7[@7iFn?E$})@K0FAlM<@JY[iF?e@x@Y@@2on@3t@3$(@3NW@3߆g?k"ɁF?k"Ɂ@@D@!Ю@7/DH@;:hF@9Oi@Y@ DwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.?ffffffD\@$rcMAO\@i/F?Q@@;@8*!@:_}@7@5e p?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?$ȟ@F?$ȟ@@@;:hF@;:h@Y?ffffffF?ffffff@Y? QrD\@$rcMAO\@zF?[@@;ѱoBG@8-p@:VSOh@7xgG?@5зq@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI@)-F@)-@Y?F?-&t@Y@ D7p@*AY8N@ 8ڊF?P]@Y@@7@7@8T@7b@7iM"(?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP?D*@@81{@7;,@7j#0@DQ@8|AT@!DUF}F?եb@Y@@7S)b@7tef@7:(@7P@72??333333Ed@Ak @BG F? 9@Y@@3hD@4L@4qXk@4E2@4mj?Ddnl@0hA[Y@ F?`kz]@Y@@8Q|x@8,xٖ@8{5I_@7;tOz@7i*]Mh?$ȟ@D\@$rcMAO\@mxmsF? +9>@@<#Q@8(Wt%s@:hɩ@75s:@5p? QrF?l@@ DDA0@[GeA_7eD@ Aʆ(5F?5@Y@@9 LC@8zN@9B11j@83n-:@7Wf?F?2@@ DvF@*a4AW(@I@!AUOkF?*0@Y@@8&@8.l[@89 #@7'@7?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2@Dc]k2 @k7EAXU@ =MF?Ov_خ@Y@@7zMN@7M@8PgF@7Z@7iWe,T@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2@D[^@͉5AXI- @ ʒ +uF?tr@Y@@7λz@7aHFr@7)Ɍ0@77u@7 G@ D7p@*AY8N@ 8ڊF?P]@Y@@7@7@8T@7b@7iM"(?DƲL@#]=Aao@O&EF?CV@Y@@6ڽN@7>"@7^ @65~ea@6T À?ffffffF?ffffff@Y?ECLͺi@k AGރ@UOF?@@)GΓiM@(딛 @)F!S@(N?)@(gzMg@Di@!^0O$@AYp@ kF?$Jb#@Y@@7b =@7񬫥@8^Z@7$@7h9?E#5";q@fD<ҍAkMN @r[K"F? +/@Y@@2T8Jc@3Z@3 I*@3 Ook@3𲚌@ffffffD0}@].MAUx@!4Kmy;F?ȊG@Y@@8 b@8%P.@8d@7.~8@7? QrF?h2@?ffffffF@ w8`@?0̼,F?0̼,@@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?0̼,F?X @@D_v.L@<}\AWi@ sEJF?9XbN@Y@@7@u@7eWՅf@7m @7<[~eX@7tM@D9]@"a%bAYfH@ ƋNdF?%|o@Y@@7FEq$@7񡱑@8^w,Q@7@7h%|G? QrF? Qr@?333333D;@/lAa0@ +,F?sպ@Y@@6r@i@6ajh@7>= @6/|s @6XE@D%+G@3EAWPN )@! +axHF?VϪ@Y@@8*dO<@8/'@8lpF@7/ @7#@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?{[>D\@$rcMAO\@]#F?{[>@@;G@8@:I϶!8@7RP@5Ww@@D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn?0̼,F?)r\@?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD@D(@xd3AWc y@!F?@Y@@6w@@7\N(}*@7S@74Ѐ@7!1@D=~!̩@iAU8,@!)VR|fF?}A5Tv@Y@@6 @7jIa\@7<\V@7Eh{n@7${j?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]?0̼,F?䒼/@?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?333333D;@/lAa0@ +,F?sպ@Y@@6r@i@6ajh@7>= @6/|s @6XE@ D|Tե@0yAa]81o>@B qoF?{tҳ@Y@@8韖GI@8i.0B@9 +̦ @8[@7I!Z?333333E'e7D@C*ATm@YӰ4qcF?'RT`e@@5s@$ @3:QK@4;eC@2x;`@14f(?Dn@[󴃗Aa ۓt@IF?5~g,@Y@@7'j@7.B@8%ĥ<@7Vtb@6d@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l?k"ɁF?k"Ɂ@?=]UF?=]U@?ffffffEbr<@?A֔×@@AdF?ffffff@@(4|{;d@'ڰjM@(2Gd@'JB=!@',H ?0̼,F?0̼,@?ffffffF?r%@@D+@vwAUǾf@!J>8WpF?/0@Y@@7~X@8 vy@8~Y@7x1@7?FbxY h@kBsb?!LF? :@@*nCG@l.@,~@c e@;)@D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn@/S&F@3Bom@Y?k"ɁF?k"Ɂ@?E.A'g@Ó%1Am^9 P}@#g4IF?+@Y@@2ghD@3"'I@3`sS@3Tr@3Eq%?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?{[>F?ݰ![:@@ D|+@XpA` O@ UiF? I^5@Y@@8a~$=@8L~z!@86L}@7p{@7{?333333Dι<@(~sAaȏsK-/@rfF?7 @Y@@6sʼnE@6'@7t J@6B@6Xr@ Dmn>@\AW{@ ]"F?u g@Y@@84Z@83~;!@8Q @7@7Z@$F@'(^)@Y@D!4zN@`EAX``pA@ OIbF?ZIf@Y@@7 ^,@7dGp"@7Y@79J@7H-z? QrF?oP}@@$F@)F '@Y? QrF?M{@?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?333333EyG@?As@$eF?333333@@*IF?`V. +@Y@@7Zs<@8t@8t"@7G-@7{@ LYt[F@Tj]k@Y?$ȟ@F?$ȟ@@?ffffffDbHb@#(»NAaXefd@W"TOF?,]O@Y@@7Glt@7Oإ@71rU@7l ?@6 ~@D2SGV@ۯyXhA[9<@ BvF?q6@Y@@8AJi@8| b`G@8zkק@7:l@7i9?0̼,F?9@?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#@DnV2@LA&5xAU}b-@!2J5b6XF?vi@Y@@8 *H@8%1ګ@8sd@7K9@7\6a@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?ffffffF@MAZt@Y?ffffffF?ffffff@Y@ D Ҡg1y@^~yAX0@ "F?@Y@@8 k@2}@FDUD?EY@"zFLA`:g@O~F?iB@@$}4@$D@$b5^@$c% @${=?k"ɁF?pmPes@?ffffffDbHb@#(»NAaXefd@W"TOF?,]O@Y@@7Glt@7Oإ@71rU@7l ?@6 ~?zSHF?T@?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD@D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn?0̼,F?0̼,@@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l@DFg@z~ATd<֣@!VF? K@Y@@6@7yHn@7|o@7VbW(@7:+Dl@D+@vwAUǾf@!J>8WpF?/0@Y@@7~X@8 vy@8~Y@7x1@7@Dc6w@sIAWa_q:@! 4õF?ڐ +@Y@@8+I<@80wAS@8J@7Z@7$? QrF? Qr@?0̼,F?0̼,@@ D8e@AV6ԟ@!!e;F?++%@Y@@6=>@7e@7'Q@7@[[pd@7Q`1?ffffffF@G?Ҟ@? QrD\@$rcMAO\@a F? Qr@@;@87@:Rp@7l g@57$@?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?333333EyG@?As@$eF?333333@@*I= @6/|s @6XE@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *@D{@AO ;@!YF?ȟ@@Y@@74C@8ǚD@8R690@7Xȁ$@7ԯy@Y2F@o@Y?k"ɁF?k"Ɂ@?DƲL@#]=Aao@O&EF?CV@Y@@6ڽN@7>"@7^ @65~ea@6T À?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#@ffffffD0}@].MAUx@!4Kmy;F?ȊG@Y@@8 b@8%P.@8d@7.~8@7?FU<@\6kB'$z?F?)4@@$y?p|@)#%@"?@F@G"@Dc6w@sIAWa_q:@! 4õF?ڐ +@Y@@8+I<@80wAS@8J@7Z@7$@ffffffD8Y"@N7@JAYmw@ ;VF?v @Y@@7ߏ&v@72m}@8WMjv@7i\o@7h岠?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?zSHF?(][@?333333D;@/lAa0@ +,F?sպ@Y@@6r@i@6ajh@7>= @6/|s @6XE?ffffffF?ffffff@Y?zSHF?jM@?0̼,F?[[@?333333D;@/lAa0@ +,F?sպ@Y@@6r@i@6ajh@7>= @6/|s @6XE?k"ɁF?VM@? QrF?@> @?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?ffffffF?ffffff@Y@ D~@] +T.AT@ :@!`>F?`V. +@Y@@7Zs<@8t@8t"@7G-@7{?zSHF?zSH@@D @#ֵWsAY b@ Cq F?v@Y@@7FNZp@7P>5+@7`^uh@7UU@7"R@ffffffD}u@1LA_R^Y@ ?M;kF?固 @Y@@7@7@8T@7@73}%uB?ffffffF?ffffff@Y?ffffffF?Kbw]@@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI@Dy5%@!AY@ }oJF?% @Y@@7RR2@7s^@8^80p@7S@7h{e?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h@Y@@8 !-@8&Xx@8\^n4@7L@7 *? QrF??]@@D$-IS@gsEA]~ @ k˝[JF?hb@Y@@8EMמ@8ڵ:@8}@7{Z@7l_]?ffffffD^l@㻋AW%@ 4F?fWx-@Y@@85} @83*V@8ηL[@7}S@77@ D Ҡg1y@^~yAX0@ "F?@Y@@8 k@2}@FDUD@ffffffDq2h@ +aAWC@ ŵMF?y2@Y@@83_${@83b0`~@8nq@7;#@7 +S[?ffffffE!N,@+Aչ`@PrF?ffffff@@(ýq@'\& @(n1@'pK@'*?FVc@]CBZV7?FeyZF?Nʖ@@䈅@* .@U@'D@K? QrF?BE@?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?ffffffF@#tyN@@Dg5 .i@5HAZT0S @ s'F?갞8@Y@@7O'@7@8eep@7N?@7hw'@DY5@9;A`">@ sJ'F?{ 9@Y@@8$rZ@7cP-(@8z}iPQ!@7Q\@7:1.c?Dn@[󴃗Aa ۓt@IF?5~g,@Y@@7'j@7.B@8%ĥ<@7Vtb@6d@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?ffffffF?ffffff@Y?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$?D}%@RgyAYd w@ z.F?{@Y@@7޴\@7 k@2}@FDUD?F?@@ D=SM@{7A^.}@ OlxF?Ck@Y@@8ߙa@8><\@935xW@8,aX,@7BMdj@ffffffD}|̲@^A`"VY@ t}@F?lZ@7l#8:?DEh[b@ -P*AX.@ U F?-b8 k@2}@FDUD@ D7p@*AY8N@ 8ڊF?P]@Y@@7@7@8T@7b@7iM"(@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD@ D Ҡg1y@^~yAX0@ "F?@Y@@8@7:tȤn@ffffffD u@/ȧvYA_T-`I@ ?CiF?R~@Y@@7z @7`%@8T| .@7 )@73הe@D2A@Ō`juAG0 %@"wF?*EM@Y@@7.w_@8;/:@8Tw׳@8%HM@8 '@D<on@D_AX2t}@ HRBF?#c@Y@@784@7gea3@7 %@7P3@Y@@8jA;@7܅x@8r0:@7Q@78ߝ?0̼,D\@$rcMAO\@i_F?UZQ +@@;Qt!t@8R>@:ZF@7sԌ@5Ɔ@ D@sTAWYPݴ@! +>TUF?>P3@Y@@8+%6@805@81@7q @7LC0 @DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ@ D·̐B@MAU@!2-s0F?L@Y@@6bHtL@7`m5c@7 ͘@7TUF?>P3@Y@@8+%6@805@81@7q @7LC0 @ DøիM@{XAWLO[@!@F?D@Y@@68)@7K@7402@7%R@7W#?k"ɁD\@$rcMAO\@Z.]ϥF?k"Ɂ@@;l@8@@:Z̜{@7Rii@5,Ba@DTeʮ@=H2AYHϯC@ eF?Ib@Y@@7JZ@7{~^f@8\v@7H?h@7hv28?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD@DQv8=@;^AX="@7^ @65~ea@6T À@ffffffD8Y"@N7@JAYmw@ ;VF?v @Y@@7ߏ&v@72m}@8WMjv@7i\o@7h岠?333333E Mk@#UI\Aj8\ b@q}F?ױ+@Y@@38{+@4-=!@@4 Ӣ@4)5@4=a$8@ D Ҡg1y@^~yAX0@ "F?@Y@@8P3@Y@@8jA;@7܅x@8r0:@7Q@78ߝ?ffffffE!N,@+Aչ`@PrF?ffffff@@(ýq@'\& @(n1@'pK@'*@DVo@엕A`Q܂'@ Qgk2F?\N;@Y@@9=#12@8yn@9g&[@8FWe"5@7*Ү9?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]?$ȟ@F?$ȟ@@@DN@4@ #AX @ F?v5B@Y@@6@7WUx@7x@7-gG@7#?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@D<:@0@'6I"@D.@㋒WAW?rR@ .!F?A!laR@Y@@7>@7n9v@7c#6@7C4}EL@7bR?ffffffF?ffffff@Y?0̼,F?0̼,@@ D Ҡg1y@^~yAX0@ "F?@Y@@8@ A͗F?KHӮ@Y@@7BB+I@7zaA'@8bН@7 @7h~0P@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *@Dg5 .i@5HAZT0S @ s'F?갞8@Y@@7O'@7@8eep@7N?@7hw'@Dg5 .i@5HAZT0S @ s'F?갞8@Y@@7O'@7@8eep@7N?@7hw'@ D Ҡg1y@^~yAX0@ "F?@Y@@8žF?哞Ր@Y@@8|Q@82/!N@8@7ݨk@7s l<@DJ+@8DmU5RAYcrN@ >ewF?ﲪ@Y@@7ciݚ@7.d>@7，L@7g G\@711J?ffffffF?ffffff@Y?k"ɁF?.D6@@ D'`o@"72AWS>Rf@! +mF?rGE@Y@@8*D[@80 +d@8/Er@7ٲ(@7B?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn?333333D@q`@>CRA_@1@ @_];F?嬚@Y@@7X@7Xy@8S,!-*@7JXq@73?D\@$rcMAO\@'F?@@;9*~@8B(?@:]mMN@7a@5ϧ1ڑ?333333DΣE@":PYAa5hoj@z F?Xe@Y@@6t0,K@6uN@7H.@6+F8@6Y:@ DowlN@'A_Ch@ 8}F?XOLnm@Y@@8iKIJ@86NO@8\~ :@7A`m@7tCx?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$@D+@vwAUǾf@!J>8WpF?/0@Y@@7~X@8 vy@8~Y@7x1@7?ɊfY-F?ɊfY-@?E0_E@;ƩT>AlF^@&@?y F?֯Zp@Y@@2_۳F@3{nB#@3Zո\ed@3:M@3G܉@D+YP'@o3X|NA]ta*#@ lUF?sBY@Y@@8D`BT@8S4@8$R'@7L|)@7l;)P?DEh[b@ -P*AX.@ U F?-b88WpF?/0@Y@@7~X@8 vy@8~Y@7x1@7?D}%@RgyAYd w@ z.F?{@Y@@7޴\@7 I?zSHF?@!ݠZ@?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]?=]UF?a@?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@Da Z@DU?JYA[3q@ mӍF?hƒ)@Y@@8A6@8\ބ +@84@8 0e@7^ ?zSHF?޸d@?0̼,F?0̼,@@D"4_@BsZH,AX|Njԁ@ bQF?5@Y@@6vҕ@7M`8@77CC@7$im@65t4?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?EAb R@@r1#Arز1%@6F?0 (@@2?k=@3!A5@2J C@35l*jt@3c핊:@D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn@ DEQ@l>A_cU@ /pF?;Oag#@Y@@8Yx@8;0k2@8Ix@7mĶ@7vNc@D&@LHAUP^*#@!;v k@2}@FDUD?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f?ffffffF?"[t@Y?񙙙FK::F@TB'U4?ZNmF?MUi@@$tNA@ Ԍ=@"4 Bn@ @$~s:?E@o@Ә}i`tAq $@<3tF?ҩK@@2\,#b@3B$ F@3ʱ@3W +N@3_m?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?ffffffD\@$rcMAO\@&F@`@@<2^qD@8@@:k౶P@7ow@5I+@)-F@*p +@Y?D}%@RgyAYd w@ z.F?{@Y@@7޴\@7@ A͗F?KHӮ@Y@@7BB+I@7zaA'@8bН@7 @7h~0P?zSHF?];@?zSHF?3@?陙Efa@9_AOn1@UjF?陙@@/r@.24A@0i@.H7՛@-h-?k"ɁF?09@@D-x@q[TA]pH@ m$SXF?v-@Y@@8Dl b@8'?@88@7d@7l_?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]?ffffffD\@$rcMAO\@wF@wu1D_@@@Dc]k2 @k7EAXU@ =MF?Ov_خ@Y@@7zMN@7M@8PgF@7Z@7iWe,T?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?陙EfF`@JxUPAJ'@V=$lF?陙@@/k@.Sl@0DRɑ@.IA3@-i }?F?[@@Dl@R)A[Q @ I{F?qiB@Y@@89d@8xLP@8ze!@78@7i Aj?D'>@j A]z\@ l5ڕNF?l!-w@Y@@8Ez@@8Q^@@8b)`@7Uiׂ@7lq D?333333D;@/lAa0@ +,F?sպ@Y@@6r@i@6ajh@7>= @6/|s @6XE@DRl@7tcAYy0@ d5F?Q@Y@@70QU@7wƫ@7N@7Hu1@7{é,?EA?qH@](Aq|d +p@CB"zF?Zjj&@@2JJ@35A@3܎@3IX,@3y[?ffffffF?ffffff@Y?333333Dg'@&XgAaV;%@lhF?⇓ݗ+@Y@@7GE3@7N˖@7*%@7I @6 "a?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP?ffffffDv@+՘nAXQX@ }F?w{@Y@@7HJA@7>4@8Kh@7R@7iЊ)S@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?ECLͺi@k AGރ@UOF?@@)GΓiM@(딛 @)F!S@(N?)@(gzMg? QrD\@$rcMAO\@*%+'wF?٩(@@;HNp@8T%@:OzO3@7ܷO@5Ѹҳ\?=]UF?Yy@?DuU@,_!i`A`!CK&@ (΀tF?䵝yh@Y@@8 pGC@7 E@8gq@7{@77 Ȟv?EJ[}la@:fpaAuVfj@n;%nF?ws@@10AC@2Ԡ{@2]kE@2㩾F@3,@Dð@p:ԯAXpa@ GF?g@Y@@6ဠMV@7E_"@7/R!-@7@63?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?zSHD\@$rcMAO\@&&F?zSH@@;@8Qy@:Od%J @7K@5Ѽ4=?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP?F?@@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2@D{T.Z@W6/AU֗@nf@!3hrF?4Ck@Y@@8 +4@8%w8@8o@7a@7fk:?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP?ffffffDbHb@#(»NAaXefd@W"TOF?,]O@Y@@7Glt@7Oإ@71rU@7l ?@6 ~? QrF? Qr@?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l@D?@*w݌AUKd0@!;ՄNF?ԀuM@Y@@80L<@8#@@8[@7P@7,?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?333333E!! I@:3mT A~<68@F-9N/F?333333@@*jf!>@* )`@*Z\@).˲|@)}/Ee?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP@ D6 @߹UAVMT@!--F?펴cI{t@Y@@6@7W\sZ@7U3@72UP@7-D?zSHF?zSH@@DM/@[[]A\-@ bF?28@Y@@8"W`@8"@8|V@7{B,c@7j>a@ '76F@$@Y?$ȟ@F?$ȟ@@@Dm;@_l3A`I@ wtSF?C]@Y@@8#0j@7Ǣ-@8yD}H@7 Z@7:g?{[>F?֕E@?0̼,F?0̼,@?DƲL@#]=Aao@O&EF?CV@Y@@6ڽN@7>"@7^ @65~ea@6T À?$ȟ@F?QP@@ D@sTAWYPݴ@! +>TUF?>P3@Y@@8+%6@805@81@7q @7LC0 @ D8`w@y܉AY8!y@ HԳF?"@Y@@7tE@7@8T$:J@76@7imΔQ@Dvߗ@qAZMv>@ A͗F?KHӮ@Y@@7BB+I@7zaA'@8bН@7 @7h~0P@D旔@AP k@!kFzF?ʫ\@Y@@7=[/@8N@8SSTE@7ְ@@7Ӿ)7@ D=|d@ i`{A_Aq@ :,F?kz]z@Y@@8}@l@84R0@8̒[;U@7h O@7t7YZ?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?DEh[b@ -P*AX.@ U F?-b8@7:tȤn@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *?ffffffDbHb@#(»NAaXefd@W"TOF?,]O@Y@@7Glt@7Oإ@71rU@7l ?@6 ~@ Dx`K@ƻATlKt&@!Us{=sF?u%F @Y@@6hJ(@7kh@7%z@7J <@7/لT?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?0̼,F?1ǂ@@;:hF@ +/@Y?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@D30)}@÷1KATNU@!Xq(F?+?ײ@Y@@6*@7G 3@7n{۪@7*C''@7]֍@ffffffD0}@].MAUx@!4Kmy;F?ȊG@Y@@8 b@8%P.@8d@7.~8@7?333333Dp@y@KAZH>]3l@ gF?꽺 +RiY@Y@@7+@7D@8et@7%)@7hx2*@DOu`@D敎AX@  F?놘5@Y@@7LV6@7K@7F@7^n=@7,xش?k"ɁD\@$rcMAO\@F? A1"@@;xU@8 m@:]uc@7D@5ϢՇ@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2?F?@?$ȟ@D\@$rcMAO\@ JҞF?m@@R@:hp+%*@7A|i@5(G3x]@ DmLJ@|A[uvW@ )xk@Y@@8 !-@8&Xx@8\^n4@7L@7 *@ffffffDq2h@ +aAWC@ ŵMF?y2@Y@@83_${@83b0`~@8nq@7;#@7 +S[@$F@)@Y@ D Ҡg1y@^~yAX0@ "F?@Y@@8@!r F?ôr2@Y@@6 +*@7Tzl@7λ1@7/ٛEo@7 @$F@$@Y@Dc6w@sIAWa_q:@! 4õF?ڐ +@Y@@8+I<@80wAS@8J@7Z@7$?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?ffffffD\@$rcMAO\@i/F?Q@@;@8*!@:_}@7@5e p@D{@AO ;@!YF?ȟ@@Y@@74C@8ǚD@8R690@7Xȁ$@7ԯy@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2@D. $"@rhμA]og@ m@;ՍF?wUqK@Y@@8DM9@8V@8 +@7t@7lý&?zSHD\@$rcMAO\@&&F?zSH@@;@8Qy@:Od%J @7K@5Ѽ4=?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]?k"ɁF?#h@?ffffffF?ffffff@Y? QrD\@$rcMAO\@`F? jC@@;ɂm@8%`=b@:ZTm@7~T@5$6~?k"ɁD\@$rcMAO\@ϙF?ۣu@@;lBX@8L@:^RcI@7Fa=.@5ω +Ek@;:hF@ژgjr@Y@ffffffD8Y"@N7@JAYmw@ ;VF?v @Y@@7ߏ&v@72m}@8WMjv@7i\o@7h岠@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?333333Dp"@ͮcA^]'@ Vx'F?qiC@Y@@8^3>*@8$lq}@8zhn@7ӕ @7on7?k"ɁD\@$rcMAO\@Z.]ϥF?k"Ɂ@@;l@8@@:Z̜{@7Rii@5,Ba@D| D@<ФAVR2m@!>JLF?@Y@@7hef@7jGݜ\@7~@7CK%>@7!|fY@Dځ@dcAa P@,%uF?a@Y@@7ӿ|I@7 %@8Y@7Uv@6G/@D,@ur$A`#T@ w$F?(zc@Y@@7V!@7% &@8ze@7U"p@6T@-?=]UF?ݪ9 @?{[>F?{[>@?zSHF?zSH@@ DPi*@9|hA_:>h@ AF?岀,'@Y@@8xF.@80o@8@7Ug]rG@7r?@D?'@h@+SA]XYƺ@ o +F?o@Y@@8AFt@8g8@8*y@7%U:&@7l{?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(hlLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.@D{@AO ;@!YF?ȟ@@Y@@74C@8ǚD@8R690@7Xȁ$@7ԯy?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?0̼,F?0̼,@@Dr@KMAAa+㑿P@5EF?ѢY6@Y@@8e'Ip(@8c +L@9~@8T@7s1&?ffffffF?ffffff@Y?D}%@RgyAYd w@ z.F?{@Y@@7޴\@7 9@䕐(@F>j ?zSHF?y@@ D`_>@e^AY @ eF?ʁ@Y@@7@>k@7!)W'@8P߄@7@7iRV s@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l@D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn@DI+!@C8GA\Aܟ +@ }F?1&y@Y@@85@8fwO@8ci˂@8Y:@7W:?ffffffF@>K@Y?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?Dn@[󴃗Aa ۓt@IF?5~g,@Y@@7'j@7.B@8%ĥ<@7Vtb@6d?D}%@RgyAYd w@ z.F?{@Y@@7޴\@7CRA_@1@ @_];F?嬚@Y@@7X@7Xy@8S,!-*@7JXq@73@Dc]k2 @k7EAXU@ =MF?Ov_خ@Y@@7zMN@7M@8PgF@7Z@7iWe,T?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@<`o.@8c7&@:aɹ@7@5ER?DƲL@#]=Aao@O&EF?CV@Y@@6ڽN@7>"@7^ @65~ea@6T À?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?D\@$rcMAO\@=@PbF?1 G{@@<8e@8|B;1@:bhPP@7WyGY@5αV0>@ D^)|{@yA3uAW>4R@! +KfF?CV3@Y@@6&L@7[T6@7'Ө@75%@7B]G?0̼,F?V+'@@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@ DqD'@}JAWʵ@ _U4F?y(@Y@@84\B@83h@8A@7@7 >/@DZ#[[@mz9{KAT$k @!QF? 7KƧ@Y@@6)%@7wN@7u r@7TNCl&@77s@ D7p@*AY8N@ 8ڊF?P]@Y@@7@7@8T@7b@7iM"(?0̼,F?0̼,@?Fj ua@QrXBEN?EͺF?ءbw@@ ]\'@O^Gm@C@$|A@u?앿ExD\@$rcMAO\@xaF@w@@DV@7 +v@5qx@@ D"~,@=zz-UAXo'@ ހ + +xF?o?R&W@Y@@79!@71Ot@7q@7Qf +@@7!?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?333333E'e7D@C*ATm@YӰ4qcF?'RT`e@@5s@$ @3:QK@4;eC@2x;`@14f(?0̼,F?Z7@?zSHF?>.8o@@DrX,@@ɽQAX=$tr@ ӖF?2P]@Y@@7 ^R@7^-G @7s@72Q@7%m?񙙙EVƟ@A;^@\PF?ffffff@@(8,9@'Ɵ@(4i^$@'f>0@'6I"@DlCF@a@t+AT.@!NlF?:@Y@@6!@7H{4{R@7rb}@7*uM@76d?=]UD\@$rcMAO\@51F?GX(@@;7ɧW@8 @:R +@7y(a@5E ?ffffffF@ +.]]@?陙Efa@9_AOn1@UjF?陙@@/r@.24A@0i@.H7՛@-h-@ DwΖ@7lpATyj=v@!ZHF?|&V@@Y@@7t@8_sC@8wKU@7@7QK> I?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?D,wJ@ܣPFAZ@ a@UF?[l7`]@Y@@7AHa@7QN@8kρ@7&Fe@7h:r/@<JwF@ ή0@Y@D+b@oa)gA]tV;@ lF?s@Y@@8Dƫc@8P X@8,/N@7h27@7lϡ\?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@Dl@R)A[Q @ I{F?qiB@Y@@89d@8xLP@8ze!@78@7i Aj@ D8Q@g AY85rL@ FҾF?*c@Y@@70)@7Ӌ$R@8TSS@7a~@7iNRa?0̼,D\@$rcMAO\@wf4&dF?%Z'@@;oM@8,dW@:[)O@7d]@5DT?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP@DH^hZ@XmAWS;f@!9uF?6P%@Y@@7<#>J@78S%@7+@7_N%@72?D\@$rcMAO\@'F?@@;9*~@8B(?@:]mMN@7a@5ϧ1ڑ?D}%@RgyAYd w@ z.F?{@Y@@7޴\@7@ A͗F?KHӮ@Y@@7BB+I@7zaA'@8bН@7 @7h~0P@ DePv@t8{-AURٷ'@!1HPFF?̍2#@Y@@6{@7X|?@7~@75Yp@7@W'?333333D;@/lAa0@ +,F?sպ@Y@@6r@i@6ajh@7>= @6/|s @6XE@DÆ/ï+@¶acAU$'b@!@3[tF?i/n@Y@@6*䕳@7Zey@7T%$@79O>j@7]@<JwF@<Jw@Y?k"ɁF?k"Ɂ@?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f?ffffffD٤@!"¸AaYr6@ނGwSF?ohی@Y@@7G77@7O4-a@7a4@7@6Q#@D旔@AP k@!kFzF?ʫ\@Y@@7=[/@8N@8SSTE@7ְ@@7Ӿ)7@DER?@%=APJ@!䃰~+F?|@Y@@7c1@8`Õ@8S7#q@7kϐ@7 ++@D=%@gA0A]`@7:tȤn?ffffffDdnl@0hA[Y@ F?`kz]@Y@@8Q|x@8,xٖ@8{5I_@7;tOz@7i*]Mh?ffffffF@g[>7@@ LYt[F@1jWW@Y?F? ps@?ffffffDwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.@ D Ҡg1y@^~yAX0@ "F?@Y@@8P3@Y@@8jA;@7܅x@8r0:@7Q@78ߝ?DEh[b@ -P*AX.@ U F?-b8U +F?1zN@Y@@8{w%@82zb?@83D?R@7ݢUS@7s#4?ffffffF?KW@?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k@ffffffD u@/ȧvYA_T-`I@ ?CiF?R~@Y@@7z @7`%@8T| .@7 )@73הe@1;.F@+"S @Y?0̼,D\@$rcMAO\@dF?0̼,@@;hb@8#@:Vj%@7Ĵ@5б[ @D%+G@3EAWPN )@! +axHF?VϪ@Y@@8*dO<@8/'@8lpF@7/ @7#?ffffffDbHb@#(»NAaXefd@W"TOF?,]O@Y@@7Glt@7Oإ@71rU@7l ?@6 ~@ D]k@A\ ?'@ GF?cOI@Y@@8|@8jR@9}@8 +*@7:@5)@)-F@)-@Y@DPP@p A[Ej(@ c+F?V@Y@@8X6e~@8YO@8>8@8 TqC@7D?k"ɁF?k"Ɂ@?333333D@q`@>CRA_@1@ @_];F?嬚@Y@@7X@7Xy@8S,!-*@7JXq@73?ECLͺi@k AGރ@UOF?@@)GΓiM@(딛 @)F!S@(N?)@(gzMg?333333D;@/lAa0@ +,F?sպ@Y@@6r@i@6ajh@7>= @6/|s @6XE?E:La@FaAŃIE@L8dF?@@, X @,K2˓j@-^>\@+Զ%@+5 ?FW@]^+B'G/?F?Kۡ@@$v q@&ƚ@"> @ƴ@F2EF?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h@ A͗F?KHӮ@Y@@7BB+I@7zaA'@8bН@7 @7h~0P@ffffffDq2h@ +aAWC@ ŵMF?y2@Y@@83_${@83b0`~@8nq@7;#@7 +S[?zSHF?zSH@@DH@e@ OAaQ@޲F?@N@Y@@79\@7e@8:@7U -@6S:@Dq@Wz5AX%N4@ +\@8gs=ܬ@94$@8%Vp@7a?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k@D)̌@lmaAA]wP @ l}mF?omr@Y@@8E(_~=@8}5@8&8@7;YH@7lنf@<JwF@~d@Y@Dq@@ s)F?'RT`e@Y@@7k({@7&,@8GJ@7U)@6W'L@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l?ffffffD&S@!7kAaYC@ކW=F?⁃do@Y@@7Gɰw@7O3;\@7`:@7l@6?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f@D~MyL9@YAUӡP"@!3aF?@Y@@8 {@8%e|}r@8GU@7I0@7@ Dlxoo~@BT(TAVaV#@! <F?c^t)@Y@@6ڥ@7Pyv4q@7ưr@7+\bvl@7 +Ђ/E@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI?333333D;@/lAa0@ +,F?sպ@Y@@6r@i@6ajh@7>= @6/|s @6XE?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@Y2F@qǗ@Y@DWjb4@ߪ6AW_n%2@!C F?¤T@Y@@7$f],@7{;V@7B?`@7Pv@7&^}(W?ffffffF?ffffff@Y@D旔@AP k@!kFzF?ʫ\@Y@@7=[/@8N@8SSTE@7ְ@@7Ӿ)7@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ@DT0@^g&AV#j@!#ʠMF?DR?g@Y@@7kT@7u[K<@73@7NHxM@7*c@DaI@XݛAXDx^t@ F?#-@Y@@7>C@7x/Kl@7XPB@7Za@7+S%.?zSHF?zSH@?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP?DWJN@Š6AX$]Z@ @WF?,fW@Y@@8G@8:@8*9@7Z"@7PT4?ffffffF@CJ@Y?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?zSHF?.X@@$F@)òV@Y@D3Q@wIcA]h롢J@ m*+F?~鷿@Y@@8C +7w@81t@8H@7ʸ@7l@DĪq>6@HrgATzf @!SF?k΅4@Y@@6/@7Sk_@7^nq2@75Boǥ@72?陙Ef{@MA*<@Y_F?陙@@/[Dm@."@0Xa@.O|@-o[C?k"ɁD\@$rcMAO\@Z.]ϥF?k"Ɂ@@;l@8@@:Z̜{@7Rii@5,Ba@ffffffD8Y"@N7@JAYmw@ ;VF?v @Y@@7ߏ&v@72m}@8WMjv@7i\o@7h岠?F?@?ffffffF?hK@Y@DD +E@IAUjaZb@!8mV'F?f'|F@Y@@68S@7f"4@7hF@7C!^=B@7%2@D\pX@@J xAOo@!;F?т @Y@@7j@8.:@8RR@7{N`@7ՍF?앿ExD\@$rcMAO\@}0F@sMj@@0U@70~{?앿ExF@1@@ D1 +&@GAXɧ@ T@uF?]\@Y@@7z"6@78<;wH@8M5$@73@7iTI?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@D|2%@!؂A_hөIk@ =*c1F?v@Y@@743@7́@8VCO@72p@7474>@D+ݍJ@o (A]sF'g@ l>tF?sg@Y@@8Do @8Jw@8ԪgB@7*+r@7loϐ@Db:;b@ElAX`p@ x^s'F?4Ck'@Y@@7G=@7a +@7@i@766@7 f'@ D [D/<@_8첾AX?i@ @EF?PܜN@Y@@8F?*Ch@@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l?ffffffF@%@Y@DJ, @9T6z@Y@@7@fx@7@8@7T<f@6?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$?ffffffF?ffffff@Y?zSHD\@$rcMAO\@&&F?zSH@@;@8Qy@:Od%J @7K@5Ѽ4=?0̼,F?B|V@?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?EGt(`@0As 6@wW/F? ׈@@2f4Z@2 @$@2.@3;@33 +7E?ffffffD@@cHA]߰U@ beAF?a=1@Y@@7g2 @7.@89/گ@7>0U@70~{@Dy5%@!AY@ }oJF?% @Y@@7RR2@7s^@8^80p@7S@7h{e@Di@*g7AZm@ bF?}3@Y@@8XA@8UR|@8c@89OP@7+Oܲ?陙Efa@9_AOn1@UjF?陙@@/r@.24A@0i@.H7՛@-h-?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD@<JwF@!\@Y@ D Ҡg1y@^~yAX0@ "F?@Y@@8?ffffffF?ffffff@Y@D|2%@!؂A_hөIk@ =*c1F?v@Y@@743@7́@8VCO@72p@7474>? QrF?젧@?zSHF?zSH@?k"ɁF?k"Ɂ@?񙙙D~SzN@NOA`xvd@ F??) +@Y@@8"0 @7"$Е@8xL@7hlB@7:5h-? QrD\@$rcMAO\@ ! NF?g^Q@@;?b@8>zro@:WiΪ@7۪~6@5ЏBc+@ D Ҡg1y@^~yAX0@ "F?@Y@@8H e@7HC7$@7̰`@7 y@6)J@DWN4@CAV. ݓ@!"`F?98qa@Y@@6ci@7`@7R;p@7<δ@7Z?0̼,F?0̼,@@Dvߗ@qAZMv>@ A͗F?KHӮ@Y@@7BB+I@7zaA'@8bН@7 @7h~0P@Dvߗ@qAZMv>@ A͗F?KHӮ@Y@@7BB+I@7zaA'@8bН@7 @7h~0P? QrF?e%@?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP? QrF?U +@@Di @?GDaA\S@ 6uF?Ë`@Y@@8&7Eb@8 +z@8: T @7w@@7jA2l@ D.9@zb qAW+D%@ A+F?6C-@Y@@89#B'@85tsQ~@8tD@7\b@7{_? QrF? Qr@?DEI@2hKA`aV,@ јx F?>P3@Y@@8jA;@7܅x@8r0:@7Q@78ߝ@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f?333333DΣE@":PYAa5hoj@z F?Xe@Y@@6t0,K@6uN@7H.@6+F8@6Y:@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l?=]UF?ğס@@Dx:ߢ@=v΢Ai@U;DF?R4@Y@@5$r@5R @5 @5e QO@5Dtq@D%+G@3EAWPN )@! +axHF?VϪ@Y@@8*dO<@8/'@8lpF@7/ @7#@D旔@AP k@!kFzF?ʫ\@Y@@7=[/@8N@8SSTE@7ְ@@7Ӿ)7?ffffffF?ffffff@Y?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f@DDL3@͈#AUYx@!(iHPF?wFze@Y@@7i#@7nх@7.@7I@7'ax? QrD\@$rcMAO\@a F? Qr@@;@87@:Rp@7l g@57$@@Dx}R5{@ГձA[vN?ܣM@ i%F?wd:@Y@@8@@8[z;@89} @8 +A @7*L0?0̼,F?0̼,@?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?0̼,F?0̼,@?ffffffF?l{Ž@Y@Dj@ŐK`AG(+@"FCF?:@Y@@7|W7@8;hLC@8T~@8%l@8lRKx?=]UF?u`@@Ds C@-Q6AOWD@!p F?#x @Y@@7,@8@8R*r@7]%ff@7Է+?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?k"ɁF?k"Ɂ@@D {$@tAOϷ9#@!Y~F?1P@Y@@7Cњ@8@8Rˮ:@7j@7:-@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *@D%P@"ЁAY)s@ ƕ6Q6F?&.@Y@@7=Gw@7]< @8^\S2@7E@7h +@gQ@D%+G@3EAWPN )@! +axHF?VϪ@Y@@8*dO<@8/'@8lpF@7/ @7#@Dl@R)A[Q @ I{F?qiB@Y@@89d@8xLP@8ze!@78@7i Aj?F?@?0̼,F?0̼,@@D{@AO ;@!YF?ȟ@@Y@@74C@8ǚD@8R690@7Xȁ$@7ԯy@D+,7@tA`ymg>@ s)F?'RT`e@Y@@7k({@7&,@8GJ@7U)@6W'L?ffffffDwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.?0̼,F?0̼,@?F?΍,@? QrD\@$rcMAO\@ ]]F?if*D@@;D@8>MN@:Wj/@7ۅ`n7@5Џ^@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l@DAx3@Y +AZW@ ]^F?HK@Y@@8 @8RYn@8֮H@8 +&N@7$@ffffffDi%Y@.aA_V|*@ >$F?9m @Y@@71|@72a|@8Tߛ/@7 +Rt@749v\?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f?$ȟ@F?$ȟ@@@Dn>@[#|=A^Yl@ V׻aÀF?K@Y@@8 +Ϩ@89%@9,Wf +@8(ջ忶@7¨d=@De)yA@+RJAYa S@ 6L\F?5@Y@@7.!@7s!@7e@7Dqa5df@7B?zSHF?وzd@?333333D+,7@tA`ymg>@ s)F?'RT`e@Y@@7k({@7&,@8GJ@7U)@6W'L?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f@D9ݎ3U@h5fAT {@!O(F?X@Y@@6n|@7l?+9@7֗v@7Jr{@7.l?ffffffD@@cHA]߰U@ beAF?a=1@Y@@7g2 @7.@89/گ@7>0U@70~{@ffffffD=n G@MˍDAVн$@!z1F?.@Y@@8e!r@8+- ;V@8@7mT\@7-@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *? QrD\@$rcMAO\@0 "CF@zy@@<0B@8sî6@:krC@7#@5d:V@ffffffD4 XZc@x =A]gڶ@ nF?ﲫ@Y@@8Cod@8T?ſ@8d=@7ʯ-@7l9e7!?EC>@(:Ap@F?҈p;@@2B@_@38od{@3u0;@3N(dv@3Y?333333EyG@?As@$eF?333333@@*I8WpF?/0@Y@@7~X@8 vy@8~Y@7x1@7@D +@•yATWs@!O _dF?q@Y@@62\ +@7nHSt@71z@7LW @70'?DƲL@#]=Aao@O&EF?CV@Y@@6ڽN@7>"@7^ @65~ea@6T À@D{@AO ;@!YF?ȟ@@Y@@74C@8ǚD@8R690@7Xȁ$@7ԯy@ D@sTAWYPݴ@! +>TUF?>P3@Y@@8+%6@805@81@7q @7LC0 ?0̼,F?p@?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h@Y@@8 !-@8&Xx@8\^n4@7L@7 *?DuU@,_!i`A`!CK&@ (΀tF?䵝yh@Y@@8 pGC@7 E@8gq@7{@77 Ȟv@D($*>1@'AUġF?@!.bF?th@Y@@7'e@7qC@7c-@7K7$@7*@ffffffDq2h@ +aAWC@ ŵMF?y2@Y@@83_${@83b0`~@8nq@7;#@7 +S[?EA\@+FAp}7G1@Ο6F?ռUDR?@@2e V@3Yl@3())0@3n/@3d@)-F@-VC@Y?D+,7@tA`ymg>@ s)F?'RT`e@Y@@7k({@7&,@8GJ@7U)@6W'L@ D2A/@"A&AWS̢[@!H vF?lC@Y@@7 @7n# 7@7 ܠ@7EI;@7t?zSHF?zSH@@Dl@R)A[Q @ I{F?qiB@Y@@89d@8xLP@8ze!@78@7i Aj?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f?k"ɁD\@$rcMAO\@UGF?K@@;)σ6@8@:^-:2@7@5ψ\ә?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@D*oғ@:AX0@ .ÂF?p:@Y@@6 G@7Vy9@7͟T@7,q\/@7ZQ?333333DΉ%Q|v@[AaS@h@F?ŬGH@Y@@6v 31V@6?;@7Fb۶@6K h2@6YA?ffffffD^l@㻋AW%@ 4F?fWx-@Y@@85} @83*V@8ηL[@7}S@77?333333E3ٞ:@!/_AGa\]_@ +-1[F?#M@@4)@2@30(@1ם@0 'n@1;.F@%Xe+@Y@D +I@8/AVµ +:@!NJF?ם +gb@Y@@7D}@7~I u^@7g<) @7U1] @7.=@D)rLr@{QAW)E@ i"BF?S#@Y@@74@7Wҝ8@7u@7V{@<@7)Bl @ D Ҡg1y@^~yAX0@ "F?@Y@@8E@.KF?Բkv@@2JTF@3>3@3;m@3T wjg@38@;:hF@!ٱ@Y?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h8WpF?/0@Y@@7~X@8 vy@8~Y@7x1@7?ffffffF?ffffff@Y?F?@@ Ddy@FSAUWU @!: 5rDF?,zxl"@Y@@6;a@7=|%@7h-!N@7+R@7{?F?@?0̼,F?0̼,@?$ȟ@F@ 6z@?E!b@@-$aAjГz@T8X/{F?p*@Y@@2 ce@3Wf@3W̚k@3Z@4E aD@ D(!da@bAW@f6/%@ "KF?\(@Y@@6̨P@7Oft-@7LMI@7($^@75q@ffffffD u@/ȧvYA_T-`I@ ?CiF?R~@Y@@7z @7`%@8T| .@7 )@73הe?k"ɁD\@$rcMAO\@F?U>:2@@;߲@8'Ӕ@:V@7e<@5ЭtV-?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]?E:La@FaAŃIE@L8dF?@@, X @,K2˓j@-^>\@+Զ%@+5 ?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP?333333Dp@y@KAZH>]3l@ gF?꽺 +RiY@Y@@7+@7D@8et@7%)@7hx2*@D5ZH@3}HDAV2nv@!"*LF?41@Y@@6@7b_3X@7(#b@7=<@7Qe?ffffffF?ffffff@Y?k"ɁD\@$rcMAO\@U) F?hE@@;J@8K@:^7fV@7A@5υk?ffffffDwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.@;:hF@E׈@Y?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP?0̼,F?]MD+@?ED:(@|<7Ata@ @MGHF?І/Y@@2|@2%x @2Hm@3 ϲ@3<'T ?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@ D#|@&o AUDq@!1nTF?uO7v@Y@@6ЪJ@7fw p:h@7gW@7B`^@7#gf4@D|2%@!؂A_hөIk@ =*c1F?v@Y@@743@7́@8VCO@72p@7474>?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?F +Ž@Jr8y0AEc:@ +TrF?ם +gb@@!R?,%@$|\@#w{ۖ@$Hs/@$Tҷ?ffffffDv@+՘nAXQX@ }F?w{@Y@@7HJA@7>4@8Kh@7R@7iЊ)S@ D4K+@BL@~A`sj@ n1.F?KC@Y@@8j.g@8QG@8e @7u-@7}wh?ffffffD'>@j A]z\@ l5ڕNF?l!-w@Y@@8Ez@@8Q^@@8b)`@7Uiׂ@7lq D@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$?D,wJ@ܣPFAZ@ a@UF?[l7`]@Y@@7AHa@7QN@8kρ@7&Fe@7h:r/@D2SGV@ۯyXhA[9<@ BvF?q6@Y@@8AJi@8| b`G@8zkק@7:l@7i9? QrD\@$rcMAO\@E`F?2@@;(q#@8/k@:Vޖ@794@5Т>?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f?ffffffD\@$rcMAO\@zF?Q&@@<$_@8@@:dkp@7Ǣ@5?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@ D VH@^߃AX.@ 4 F?ʖ@Y@@8<R@86@8u@7{k@79?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?$ȟ@F?]o/,@@<JwF@<Jw@Y?Dn@[󴃗Aa ۓt@IF?5~g,@Y@@7'j@7.B@8%ĥ<@7Vtb@6d@;:hF@;:h@Y@;:hF@J J+@Y?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]@D,R@o9A]sOՁї@ l(4F?tSMj@Y@@8DC@@8E @8y>@7@7lgheo?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h0U@70~{@ D_b@fyAX @ VE-F?X%[\@Y@@8<?WZ@86\?=@8(D@7IoE@7@D+@vwAUǾf@!J>8WpF?/0@Y@@7~X@8 vy@8~Y@7x1@7?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI@D.q M@ro_FA]o\8@ mF;tF?x?G@Y@@8DFC@8-@8@7t>Z@7l#8:@ffffffD4;ڇ@/Dv9A_TB@ ? OjQF?XdE@Y@@7Vf\P@7&@8T@7#@73/?F?@?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP?=]UF?nEWZ@?ffffffF?ffffff@Y?񙙙D+,7@tA`ymg>@ s)F?'RT`e@Y@@7k({@7&,@8GJ@7U)@6W'L?0̼,F?D&5@@D53N@S A]|@ g|LyF?;K@Y@@8h@8{>@9S|:@8! @7>6?ffffffF?ffffff@Y?ffffffF@MM@@D/]y@sGZ0WA]nhLւ@ m^9'F?yP@Y@@8D*p@8 W%.@8kq@7@7l^?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?0̼,F?0̼,@?Dn@[󴃗Aa ۓt@IF?5~g,@Y@@7'j@7.B@8%ĥ<@7Vtb@6d@ D/%Hm@zDGAW@ G$5ָF?7!<@Y@@89{\@85~S Z@8 @7&z@7K@ DwΖ@7lpATyj=v@!ZHF?|&V@@Y@@7t@8_sC@8wKU@7@7QK> I?Es@MwOTA:hT@w= F?@@)9֯!@(m7@)=;@( L@(H*<@ LYt[F@ǟ@Y?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD@D>+K-@tH A]+Ճ;@ s쯱 F?缾a@Y@@81W@8sE@9*;\@8@7'v@D@= zLAX<1@ א4F?,d@Y@@67^$@7ZP@7z/%(@70n$@7B@Drw@:{jAY4nʒ@ Ʉ4IF?D ^@Y@@7 +?c@7@8\F@7\N[@7h?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*? QrD\@$rcMAO\@8HF?1B+@@;ԺWA@8c @:V[p @7hfx@5жӒ?E@^G@AtDH@>0F?@@24> @37J@2h2@37{@3D 0@'6I"?0̼,F?Iu@?0̼,D\@$rcMAO\@vFN F?@@;Lp-@8KkKO@:[!Ԅ +@7e;@5`$@Y2F@f@Y@ffffffD4 XZc@x =A]gڶ@ nF?ﲫ@Y@@8Cod@8T?ſ@8d=@7ʯ-@7l9e7!@ffffffD8Y"@N7@JAYmw@ ;VF?v @Y@@7ߏ&v@72m}@8WMjv@7i\o@7h岠?ffffffD&S@!7kAaYC@ކW=F?⁃do@Y@@7Gɰw@7O3;\@7`:@7l@6?ffffffDv@+՘nAXQX@ }F?w{@Y@@7HJA@7>4@8Kh@7R@7iЊ)S@$F@$@Y?333333E3ٞ:@!/_AGa\]_@ +-1[F?#M@@4)@2@30(@1ם@0 'n@ D~˗@nA`(:@ 'wmF?䩼K@Y@@8&@8A(o=P@8*䲒@7Qfa@7wcU@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?ffffffDv@+՘nAXQX@ }F?w{@Y@@7HJA@7>4@8Kh@7R@7iЊ)S@ D 34@_,AXi;J+@ pF?&q@Y@@8<@86!/@8'Ff@7pyJ@7-@ffffffDH<@-0~UA_X.a ,@ >Ÿ=F?l oTL@Y@@7c]@7IjT@8U>~@7g@74`,?ffffffF?ffffff@Y?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@DaF@{&UAZ2Aޞ@ C3F?+@Y@@7nI\3@7<@7ٶ~@7ddw(@7*p \@D /@S}NEAaWF@.:0F?27@Y@@7gT@7J')P@8x)@7V@7z?k"ɁF?k"Ɂ@@1;.F@%4ȟ@@Y?333333D;@/lAa0@ +,F?sպ@Y@@6r@i@6ajh@7>= @6/|s @6XE?F?@@D 9@ᬕA]UF-@ oahF??@Y@@8^@8vR{@9R2@8axV@74`Z?ffffffDv@+՘nAXQX@ }F?w{@Y@@7HJA@7>4@8Kh@7R@7iЊ)S?D,wJ@ܣPFAZ@ a@UF?[l7`]@Y@@7AHa@7QN@8kρ@7&Fe@7h:r/@<JwF@'RT`e@Y? QrF?LcA \@?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(hF?}ke@Y@@7tX@7h@8Y6@7SoY@7h=??E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@Y2F@X6@Y?333333Dg'@&XgAaV;%@lhF?⇓ݗ+@Y@@7GE3@7N˖@7*%@7I @6 "a? QrD\@$rcMAO\@a F? Qr@@;@87@:Rp@7l g@57$@?DEh[b@ -P*AX.@ U F?-b8lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(hF?}ke@Y@@7tX@7h@8Y6@7SoY@7h=??ffffffF@M3H,@Y?zSHF?zSH@?ɊfY-F??=@@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2@D+@vwAUǾf@!J>8WpF?/0@Y@@7~X@8 vy@8~Y@7x1@7?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]@/S&F@3̷D@Y?333333D;@/lAa0@ +,F?sպ@Y@@6r@i@6ajh@7>= @6/|s @6XE@ D`!@}_5A`~?@ L{F?>BZ@Y@@8^@8OQz]@8o9R@71@7|4? QrF?ϑ@?k"ɁF?k"Ɂ@?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@ LYt[F@TUF?>P3@Y@@8+%6@805@81@7q @7LC0 @D6`T@˫܀AW YO@ 6KF?&x@Y@@7.ka+@7~>hI@7~'Z@7Q.M9@7$n'*?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?k"ɁF?k"Ɂ@@D {$@tAOϷ9#@!Y~F?1P@Y@@7Cњ@8@8Rˮ:@7j@7:-@De ,ș@,N1TA_ J@ :0rF?jfB@Y@@9j4@8^@9Js@87I<Ъ@7em?Dv @Rw!1AaN@4rF??z@Y@@7K @7]'@8DK@7Vhe@7 ];?zSHD\@$rcMAO\@}_F?bm@@; 7@8P9@:L{6@7=@58|@Dõg@o{ATނ!@!HP7hF?ﲀ,'@Y@@6@7Z~@7z@@7:5@7 #(@Dvߗ@qAZMv>@ A͗F?KHӮ@Y@@7BB+I@7zaA'@8bН@7 @7h~0P?=]UF?=]U@?zSHF?1s.@?zSHD\@$rcMAO\@&&F?zSH@@;@8Qy@:Od%J @7K@5Ѽ4=?333333D;@/lAa0@ +,F?sպ@Y@@6r@i@6ajh@7>= @6/|s @6XE?0̼,F?0̼,@@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#@DeW@t8{-AUP#@!AͤF?t[ @Y@@60Q@7g*@7Z@7DS@7'@ffffffD u@/ȧvYA_T-`I@ ?CiF?R~@Y@@7z @7`%@8T| .@7 )@73הe?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p? QrD\@$rcMAO\@*^wF?|D~@@;cl8@8Bb@:U&_h@7 +ЇK@54?333333E'e7D@C*ATm@YӰ4qcF?'RT`e@@5s@$ @3:QK@4;eC@2x;`@14f(@Dg5 .i@5HAZT0S @ s'F?갞8@Y@@7O'@7@8eep@7N?@7hw'?zSHF?zSH@@DG@ =A[#z@ HnF?oTK:@Y@@8vzh@8̧@8zn@7 @7ir?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k@DSQjں@!hrAWé}߮@ -߳F?hJ@Y@@7`@7d{R\@7 ؖ@7;Y6d@7p@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *@)-F@)-@Y?0̼,F?0̼,@@D%+G@3EAWPN )@! +axHF?VϪ@Y@@8*dO<@8/'@8lpF@7/ @7#@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@DvA 7d@jT}TAT@!O?S!F?`H@Y@@684@7u@7vz2@7RM:@75[l˓0?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$?ffffffDwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.?ffffffDbHb@#(»NAaXefd@W"TOF?,]O@Y@@7Glt@7Oإ@71rU@7l ?@6 ~?DEI@2hKA`aV,@ јx F?>P3@Y@@8jA;@7܅x@8r0:@7Q@78ߝ?333333DΣE@":PYAa5hoj@z F?Xe@Y@@6t0,K@6uN@7H.@6+F8@6Y:@D+@vwAUǾf@!J>8WpF?/0@Y@@7~X@8 vy@8~Y@7x1@7?$ȟ@D\@$rcMAO\@;;#F@S}OU@@<*J:@8Q@:j5@7D3@5̴J@Dbg @czhAX HSx@ eNF?ulv@Y@@6/e@7\O@7E9@729f@7 gA@<JwF@"灃@Y?k"ɁF?C9:1@? QrF?{˳@@Dø6ks@yp.ATy^x@!F5sF?߹8R@Y@@6 +#`\@7YtV@7g @79E~9@7yܗ@ DЫ@aqAX.b3@ %F?+ J@Y@@8<~1@86ʹ@8./*@7ed^D@7k?0̼,D\@$rcMAO\@)3F?썀CRe@@;O?F@8VE@:[@7KbA@5? QrD\@$rcMAO\@a F? Qr@@;@87@:Rp@7l g@57$@? QrF?X#2@?k"ɁF?k"Ɂ@@D7@xRCAO@!ށ ]F?&Ԁu@Y@@77DB@8- >@8R@7ij@79Z摶?0̼,F?iH@@DDG^~@}YG[AX\:z[@ ʔKF?I< +@Y@@7*ur@7x5@7@7Kw@\5,@7i#^@Dwrr@D"D'AXoA,a@ e}%F?z9@Y@@7:R@7ek@7@7:B +@7 l @Dg,7@l&hAU>l@!6yGF?ߤ@@Y@@8a6$@8$TD@8=cJ@7;iq@7?陙EfF`@JxUPAJ'@V=$lF?陙@@/k@.Sl@0DRɑ@.IA3@-i }?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP?333333DuU@,_!i`A`!CK&@ (΀tF?䵝yh@Y@@8 pGC@7 E@8gq@7{@77 Ȟv?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@ffffffDq2h@ +aAWC@ ŵMF?y2@Y@@83_${@83b0`~@8nq@7;#@7 +S[?E *5@ݎ Aj^} @$rxF?@Y@@2P<4@3Кov@3݋}E@3@4 ^z?$ȟ@F?$ȟ@@?ffffffDbHb@#(»NAaXefd@W"TOF?,]O@Y@@7Glt@7Oإ@71rU@7l ?@6 ~?ffffffF?ffffff@Y?zSHF?zSH@@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(hF?%ʔ@@ffffffD0}@].MAUx@!4Kmy;F?ȊG@Y@@8 b@8%P.@8d@7.~8@7?333333E'e7D@C*ATm@YӰ4qcF?'RT`e@@5s@$ @3:QK@4;eC@2x;`@14f(@D?!#@QIAXpןH@ 㮛tF?a(9.@Y@@6e @7U=&@7u@7,ERM@7^1?ffffffF@ 1)@?D=3qG@:7 +ATj@!NkͨF?BE@Y@@7~*l@8 Ps_bp@8|Zn@7NJ@7CF@D}cV @'>AUڝryƈ@!+DF?@Y@@6wtC@7a< +@7i"@7=-L@7? ?ffffffF@;ނ׶5@?$ȟ@F?$ȟ@@@ffffffD8Y"@N7@JAYmw@ ;VF?v @Y@@7ߏ&v@72m}@8WMjv@7i\o@7h岠@Dܢl@Wq9AGVdz@"9 F?z$LD@Y@@7,@@88B@8S@8"u,@8]*@)-F@)-@Y?$ȟ@F?|p@@Dpjݦ@] AWM@!^ +F?&f@Y@@7.W&@76@7ɉCc@7Y.i@7.A> -?k"ɁD\@$rcMAO\@Y 2F?Na@@;KՔ@8eX@:]!@7eM@5ϤC?EVƟ@A;^@\PF?ffffff@@(8,9@'Ɵ@(4i^$@'f>0@'6I"?ffffffF?ffffff@Y? QrF?4@@D,2n@pNA]s#d=@ lWF?t}^_1@Y@@8D~@8CY@8$@79@7ls@ DM@#$A_]Tԉ@ >?RF?np@Y@@8|c2@824@8h@7fx@7sPh?ffffffF@ 4B-@Y?D,wJ@ܣPFAZ@ a@UF?[l7`]@Y@@7AHa@7QN@8kρ@7&Fe@7h:r/?ffffffF@/y@?ffffffDIH#!@O.+}AT>#5@!PzF?Ms@Y@@7{XZ@8,@8{Uw@76/@7+a@ D@sTAWYPݴ@! +>TUF?>P3@Y@@8+%6@805@81@7q @7LC0 ?ffffffDIH#!@O.+}AT>#5@!PzF?Ms@Y@@7{XZ@8,@8{Uw@76/@7+a?=]UF?N70@?$ȟ@F@ 0L@@D oS@3{WAXȾe@ +$-gF?Ho~@Y@@7P Y@7v߭@7Ϣq@7^R<@7+$F(?0̼,F?0̼,@@D­B#8@tlAUAQ~<@!=#rO|F?Fkv@Y@@6_&6@7bk@7)v@7@jg_@7# KJ?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?ffffffF@ +z-@? QrF?q\1@?zSHF?Um@@DբSU@Ł=/%AGEH^@"F?~+U@Y@@7P@8:&@8ToWm@8$Z,@8'-? QrD\@$rcMAO\@a F? Qr@@;@87@:Rp@7l g@57$@?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI?{[>F?ٵ@?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP@ DwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.?0̼,F?0̼,@@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2?{[>F?֢ǫ$X@?FGW@B.k?ִ|yF?uy(@@;m頢@J;G @>x@HѲT@f\?DƲL@#]=Aao@O&EF?CV@Y@@6ڽN@7>"@7^ @65~ea@6T À@D&4~-@$ JAYt6@ k{B6F?&c@Y@@7_f* @7fK@7!`@7b2Mo@7+_?N@;:hF@&v@Y? QrF? Qr@?k"ɁF?k"Ɂ@?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k@)-F@)i;D@Y?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?k"ɁF?k"Ɂ@?E?w@ x7Arc@k{F?x^ @Y@@1q\@2Yu@2uF@2#@3 +vsѕ?ffffffF?ffffff@Y?k"ɁF?k"Ɂ@?333333Dλo|x@)?+Aar@cbF?ڐ@Y@@6ssb@6C@7f'L@6D @6X@ffffffD8Y"@N7@JAYmw@ ;VF?v @Y@@7ߏ&v@72m}@8WMjv@7i\o@7h岠?333333E'e7D@C*ATm@YӰ4qcF?'RT`e@@5s@$ @3:QK@4;eC@2x;`@14f(?k"ɁF?k"Ɂ@?{[>F?؉qU@? QrF?fA}x@@ D7p@*AY8N@ 8ڊF?P]@Y@@7@7@8T@7b@7iM"(?ECLͺi@k AGރ@UOF?@@)GΓiM@(딛 @)F!S@(N?)@(gzMg?k"ɁF?k-@?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?F?@@DCEs@"=!AW2iKD@ O`F?Ie@Y@@7;^@7a@7>(@78e +@7v +@Dc]k2 @k7EAXU@ =MF?Ov_خ@Y@@7zMN@7M@8PgF@7Z@7iWe,T@D%+G@3EAWPN )@! +axHF?VϪ@Y@@8*dO<@8/'@8lpF@7/ @7#?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h?D,wJ@ܣPFAZ@ a@UF?[l7`]@Y@@7AHa@7QN@8kρ@7&Fe@7h:r/?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@D旔@AP k@!kFzF?ʫ\@Y@@7=[/@8N@8SSTE@7ְ@@7Ӿ)7?E&@\;=n]At4'@jF?@@)i%J@)@)cL`@(S@(y?ffffffDwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.?333333DƎ :@ŵ&Aa@ÚJvF?f:@Y@@6ݜ@78D@7aP @6|@6v@<JwF@@Y?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@D@3(AW\T`u@!]-F?|@Y@@7 0,@7j N @7l@7AMIr@7~x9~?DƲL@#]=Aao@O&EF?CV@Y@@6ڽN@7>"@7^ @65~ea@6T À?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$?ffffffF?ffffff@Y@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?F@!laR@@D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn?Dn@[󴃗Aa ۓt@IF?5~g,@Y@@7'j@7.B@8%ĥ<@7Vtb@6d@DR@ OA[-d'B@ MF?r[T@Y@@85@A@8vHx@8zcU@7[@7iFn?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@ D8Q@g AY85rL@ FҾF?*c@Y@@70)@7Ӌ$R@8TSS@7a~@7iNRa?Dƫ\@k[6Aa8QB@Ț]=F?P3:~@Y@@6If0+@7~j@7_[$@6Q%*@6bo@$F@$@Y?zSHF?zSH@?=]UD\@$rcMAO\@)F?=]U@@;ٿ@8S!"@:Le&H@7 1@5gY?ffffffF?ffffff@Y?{[>F?{[>@?ffffffF?թ t@?k"ɁF@UgUy@?ffffffDwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.?ffffffF?ffffff@Y@ Dܴ{@yS VA]<@ w}^F?>P3@Y@@8Ĕ#6i@8qq8gw@9 /̔ @8+C@7sP?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f?=]UF?۫xz@@Dc]k2 @k7EAXU@ =MF?Ov_خ@Y@@7zMN@7M@8PgF@7Z@7iWe,T?zSHF?zSH@@ Dg&n@$V[OAW[k(@ ayF?ae@Y@@7F̚@7c@7~{bX@7:GI@7 ?0̼,F?0̼,@?DΧ:Y@#^|Aaw@/3F?bE@Y@@6twxgVJ@6$s@7"R%b@6ы@6XUڎ?0̼,F?0̼,@@ LYt[F@ٯ߃@Y?ɊfY-F? |@@ffffffD ++@/5rA_V/r@ >vO|F?+j@Y@@7)@)@7(2,@8TЍ-@7F@73D?0̼,F?0̼,@?ffffffDbHb@#(»NAaXefd@W"TOF?,]O@Y@@7Glt@7Oإ@71rU@7l ?@6 ~@D.X,N@r>a A]p)@ m:<0F?wkP@Y@@8DSd]@8@8:@7*@7lĈiz ?ffffffDO=@Y%&AU8[@!8FfF?ﵲK@Y@@8wr@8$`9G4f@8`3p@7:@@7)S?k"ɁF?k"Ɂ@?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$@Do,~G@k{AX@ K&]eF?u%F +L@Y@@7K*~@76@7y @7]ZK@7+[;4@D>j@N ATA\)@!PN_F? @Y@@6)4Q@7r)p@7Va@7P2r@73۷B?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?{[>F?{[>@@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2?陙Efa@9_AOn1@UjF?陙@@/r@.24A@0i@.H7՛@-h-@DnW@&AAX @ 3VF?3zN@Y@@63I(@7K: + Y@7T@7!wF@6wˇ?333333E3ٞ:@!/_AGa\]_@ +-1[F?#M@@4)@2@30(@1ם@0 'n@ DwΖ@7lpATyj=v@!ZHF?|&V@@Y@@7t@8_sC@8wKU@7@7QK> I?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?zSHF?zSH@@Dd%Cp@-XeA\5+4@ `/F?jܱF_@Y@@8|wf|@8i2ϣ@9*?@8X$E@7#C?ffffffF?ffffff@Y?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@D{@AO ;@!YF?ȟ@@Y@@74C@8ǚD@8R690@7Xȁ$@7ԯy?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD@ffffffD8Y"@N7@JAYmw@ ;VF?v @Y@@7ߏ&v@72m}@8WMjv@7i\o@7h岠@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?0̼,D\@$rcMAO\@iJF?P2Ήe@@;C@8Z¡@:Ze@@7t;C@58?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@<`o.@8c7&@:aɹ@7@5ER@D4@xA]gĆ)@ nF?;@Y@@8Cm?S@8F@8n@7ʮ +:@7l?ffffffF?ffffff@Y@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@D33ʯ@w*WA]i@ m;F?~LX@Y@@8Ch@8*@8j@"@7ʺ>A@7lmP@ D@sTAWYPݴ@! +>TUF?>P3@Y@@8+%6@805@81@7q @7LC0 ?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@D-ĝ@q[~A]pc>@ m(=OF?vݬ@Y@@8Dgb@8%d8@8΄T@7\/]@7lƎ7@D}"@"1AXO8 >@ CeF?@Y@@7ZG>@@7mWT@7(pf@7A/a@7܊~a?$ȟ@F?$ȟ@@@/S&F@3`@Y?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?zSHF?zSH@?k"ɁF?s*b|@@ffffffD4 XZc@x =A]gڶ@ nF?ﲫ@Y@@8Cod@8T?ſ@8d=@7ʯ-@7l9e7!@D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn?k"ɁF?B_@@ Dz@ eWA`zJ{ +@ ;ZF?Ho@Y@@8HI@8Koi@8@@7ܪ)@7{\?ffffffF?ffffff@Y@Dݪ@u;AU`&@!(·F?x @Y@@7 C&@7O^@7?+"@7X1jv@73 ?ffffffF@S)G@?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@<`o.@8c7&@:aɹ@7@5ER@D>@}nAUg=w5@!("F?pd@Y@@7q @7}ֵ1G@7@Z47@7V9,wo@713[@Dɝ_}@N;)AV{@!!F? +/@Y@@8۟@8)W@8zxo@7콇P@7{@;:hF@@Y?$ȟ@F@$9,A@?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?0̼,D\@$rcMAO\@ϱ,+F?y@@;]@8'Uf@:^V# +@7f @5ϓ{@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI?ffffffF@S @Y@DD~d+n@2H_AV 6(^@!qF?r/Y@Y@@7w@7w ?&@7_d@7M _@7&00@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2@D,Oo/@ţ3A\Hy\@ C/F?3]$D@Y@@8].@8l'3:@9ѴY@8hE @7&8R?k"ɁF?k"Ɂ@?zSHF?ٵG @@ffffffDݗ|d@.zA_Wbꞈ@ >ӴF?喦Y@Y@@7AU@79{2@8TkU0@7@74ڡ?ffffffDwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.?ffffffD^l@㻋AW%@ 4F?fWx-@Y@@85} @83*V@8ηL[@7}S@77@DÑﶢT@e/AX~x@ @/HF?9@Y@@6]@7Fhਜ਼@7У@7NO @6,'Ts@D-U`\@q5r%A]q]"@ m=OF?v @Y@@8D|i7@8.L@8R ]@77n@7lbB?Dn@[󴃗Aa ۓt@IF?5~g,@Y@@7'j@7.B@8%ĥ<@7Vtb@6d?D*@@81{@7;,@7j#0?0̼,F?GP @?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?ffffffEu9Z@SWA>-Z@ +F?ffffff@@(O@'{ @([7@'qGm@'*t'?$ȟ@F?$ȟ@@?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$?333333D2;x@DDwAY?|4@ ׈.F?ިc@Y@@7ۆB(.@7Fp@8TjHA@7^ƨ@7i +iU?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(hF?{[>@?zSHD\@$rcMAO\@}_F?bm@@; 7@8P9@:L{6@7=@58|?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?0̼,D\@$rcMAO\@:hCF?' +0@@;5_@8o@:Sj@7h@53d?F?i +@?F?@@Dc]k2 @k7EAXU@ =MF?Ov_خ@Y@@7zMN@7M@8PgF@7Z@7iWe,T@ D‰,@­nAT$.c@!N XF?uy@Y@@6io@7huO7@7;@7GO[O@7,_[~@DD9|p@p=OA`NZ4@ Y_F?9䣃'@Y@@7ITU;@7j@80y +@7Tm_@6 dU@$F@%z-`@Y?ffffffF?ffffff@Y@Dvߗ@qAZMv>@ A͗F?KHӮ@Y@@7BB+I@7zaA'@8bН@7 @7h~0P@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ@DZ@;}A]LH@ c)F?ʂ@Y@@8ݏ&P@8}taXR@9A܏@8"B@7<)d@ D~@] +T.AT@ :@!`>F?`V. +@Y@@7Zs<@8t@8t"@7G-@7{?k"ɁD\@$rcMAO\@ɢhCF?>@@; +׺a@8@:\[y@76 S)@5{~?ffffffD@@cHA]߰U@ beAF?a=1@Y@@7g2 @7.@89/گ@7>0U@70~{@Dl@R)A[Q @ I{F?qiB@Y@@89d@8xLP@8ze!@78@7i Aj?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]?0̼,F@TJ? @? QrD\@$rcMAO\@.F?J>46@@;9U@8Q ~W/@:X Ȑ]V@7Q ^@5x5@ LYt[F@ :2@Y?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?D}%@RgyAYd w@ z.F?{@Y@@7޴\@7@ A͗F?KHӮ@Y@@7BB+I@7zaA'@8bН@7 @7h~0P@D&WT@Y@@6+C*@7ZАnT@7@75k@@7OB?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?F?d *@?ffffffDwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.?ffffffDbHb@#(»NAaXefd@W"TOF?,]O@Y@@7Glt@7Oإ@71rU@7l ?@6 ~@;:hF@`4Pj@Y?E0xV@3Am3ip=_@.Z‘F?at@Y@@2Z ·`H@3uo@3T怎@3{߳w@3 +I@DmB@t +AX;z9)\@ ȥF?|H@Y@@6֞@7IMB +@7?c@7!s?@6ﱦ?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?k"ɁF?k"Ɂ@?0̼,D\@$rcMAO\@'F?릌[u5@@;绘dT@8@@:[tN@7[r@5A +? QrF?c58@@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?ECW2ِ@It^߂Aq6_[r@6DF?G#ρ@@28<`V@3&t@2y-@3;ny=@3lM? QrF?7mu@?$ȟ@F?Ĩ; @@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?陙EdgO-@ A &1@osR^F?񙙙@@+Btu@+/i3@+$P@*_5@*XXA,@D,FK@@p4:A]rj}6@ mHF?u:>/0@Y@@8Dj@8:FL@8:@7 @7lH @Dn5E@LΡǙ=AUE,@!2[)F?wkP@Y@@8 q@8%VH@8 ;2E@7j@7^7Au?ffffffF?fhEZ}@Y?ffffffF?ffffff@Y@D9#6@bx5A[ 7@ 872lF?q!Kr@Y@@8Kwm@83g@8zr<@7@7i k@2}@FDUD?$ȟ@F?$ȟ@@?F?@?F?@@ D+B@8 +AVh@! 0Џ|F?\N;@Y@@6֍@7HdxѴ@7 +h@7$O(V@7gH{@ffffffD4 XZc@x =A]gڶ@ nF?ﲫ@Y@@8Cod@8T?ſ@8d=@7ʯ-@7l9e7!?陙Efa@9_AOn1@UjF?陙@@/r@.24A@0i@.H7՛@-h-@ D /@{'AFT5z@"$iF?5Tu@Y@@7Ub#@8=;&@8U0@8(,Q@8 h?@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l@D{@AO ;@!YF?ȟ@@Y@@74C@8ǚD@8R690@7Xȁ$@7ԯy?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP?DEI@2hKA`aV,@ јx F?>P3@Y@@8jA;@7܅x@8r0:@7Q@78ߝ?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?ECLͺi@k AGރ@UOF?@@)GΓiM@(딛 @)F!S@(N?)@(gzMg?0̼,D\@$rcMAO\@j(P3@Y@@8jA;@7܅x@8r0:@7Q@78ߝ?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(hX٦@8?A"@8Vn]@8*n*@8"C`?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$? QrF? @"@?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$@)-F@0xB0@Y@D2SGV@ۯyXhA[9<@ BvF?q6@Y@@8AJi@8| b`G@8zkק@7:l@7i9@D=|{t@-AYۺ(@ aEQFF?P@Y@@7*Ų @7n ] +@7@7>zb@7 V ? QrF?{hY@?333333DΣE@":PYAa5hoj@z F?Xe@Y@@6t0,K@6uN@7H.@6+F8@6Y:?zSHF?zSH@@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l@/S&F@/$(@Y@DZLjN3@]EAU<@!+VF?c^t)@Y@@6ڰ@7WݚhB@7O>@74kW@7XӮ@D be@łV}AGDWҸ?@"w85F?y @Y@@7^Z@8:aq@8Tsh@8$D@87?ffffffE!N,@+Aչ`@PrF?ffffff@@(ýq@'\& @(n1@'pK@'*?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@ D7p@*AY8N@ 8ڊF?P]@Y@@7@7@8T@7b@7iM"(?ffffffF?f}@Y@D#CI@DAYS6R@ ptF?&IR@Y@@7N@7$m'@8U3?@7!o@7h)25@DO& }@z +&AV&@!#dsF??gߏ@Y@@7ı@7z81a@7@7R @7."cma@<JwF@<Jw@Y@DS@/AaCV̝@<F?⨂jF@Y@@8y]@8fK V|@9lb@8T'@7@D@ָoÇAXؤH@ N"nF?1ڥ@Y@@7o-4@7k>2@77@7@ +>@7u@DI@&EAP,%O@!5F?Q.ƽ@Y@@7n@8}B @8S@7aѿ@73\@ffffffD u@/ȧvYA_T-`I@ ?CiF?R~@Y@@7z @7`%@8T| .@7 )@73הe?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@ffffffD8Y"@N7@JAYmw@ ;VF?v @Y@@7ߏ&v@72m}@8WMjv@7i\o@7h岠@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l@$F@)X6F@Y@D5wY F@znaA``:1@ 2␫jF?.}At@Y@@73`(@7|Θ@@8'`4Ĥ@7Tߣ W@6:''m?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?ECLͺi@k AGރ@UOF?@@)GΓiM@(딛 @)F!S@(N?)@(gzMg?0̼,F?0̼,@@1;.F@%:RD@Y?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f?zSHF?(@?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?k"ɁF?k"Ɂ@?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(hu@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h@Y@@8 !-@8&Xx@8\^n4@7L@7 *@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *? QrF?JG@?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP?ffffffF@S4@Y?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?{[>D\@$rcMAO\@ ]F?ɸ 0@@;e@8 @:G.V@7X"\@5Җ7%? QrF? Qr@?zSHD\@$rcMAO\@}_F?bm@@; 7@8P9@:L{6@7=@58|? QrD\@$rcMAO\@2[F?^{JV@@;ڙ@8'ɐB@:V@7 Q@5ЬzZ?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP@!DYN>W@EAW!W@!%HF?@Y@@7/i_@7q@7WƥZ@7Y U@7/vdo?ffffffDwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.@$F@)U/ej@Y@ D Ҡg1y@^~yAX0@ "F?@Y@@8-0Ǩ?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f@Dc]k2 @k7EAXU@ =MF?Ov_خ@Y@@7zMN@7M@8PgF@7Z@7iWe,T@ D Ҡg1y@^~yAX0@ "F?@Y@@8Gv@7@`r`@7"r?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f?k"ɁF?k"Ɂ@?ffffffD\@$rcMAO\@i/F?Q@@;@8*!@:_}@7@5e p@DÚӫ@@ss`AX[.@ R +F?eU@Y@@6S@7F;Ӥ@7cߪd@7Fu@6A,^0?D\@$rcMAO\@'F?@@;9*~@8B(?@:]mMN@7a@5ϧ1ڑ?ffffffF?ffffff@Y? QrF?Y=@? QrF@xʼ@@Da@yKAV@!rI>F?%@Y@@7W(p@7goJ<@7T>@7@@7?F?@?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?F?)k@? QrF?~@?$ȟ@F?$ȟ@@?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f@D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn@ DZ@\AW@A8@! )wF?GX@Y@@8(kc'@8/m# @8u_@76Oa@7.^?E`@7)ڭA3@F?9}@@*"b@-um@,Ψ@-3@.Dg|?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h k@2}@FDUD@D䚋@;b A\1@ MjF?G{@Y@@78It3]@7f)0@7-}@70u8(@6l k?陙Efa@9_AOn1@UjF?陙@@/r@.24A@0i@.H7՛@-h-@D0@wlQA`Qo +@ daF?++%@Y@@7@7t@8s*@7U@6G-@ D@sTAWYPݴ@! +>TUF?>P3@Y@@8+%6@805@81@7q @7LC0 ?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?ffffffEbr<@?A֔×@@AdF?ffffff@@(4|{;d@'ڰjM@(2Gd@'JB=!@',H ?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f?=]UF?3mV@?DƲL@#]=Aao@O&EF?CV@Y@@6ڽN@7>"@7^ @65~ea@6T À?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?333333DΣE@":PYAa5hoj@z F?Xe@Y@@6t0,K@6uN@7H.@6+F8@6Y:?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?k"ɁD\@$rcMAO\@F?U>:2@@;߲@8'Ӕ@:V@7e<@5ЭtV-@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2?ECLͺi@k AGރ@UOF?@@)GΓiM@(딛 @)F!S@(N?)@(gzMg?F[.?@]B=r0?xmJF?cA \@@'9@!@tb"@j/iO@ ی@DT@6HAUt)@!/F?]9@Y@@8 Q@8&VJZ@8YHU@7L+@7 T.$@Dc6w@sIAWa_q:@! 4õF?ڐ +@Y@@8+I<@80wAS@8J@7Z@7$@Dj@jTA^Mʤ@ JVI8F? x>@Y@@9"Ur@8}@990 1@8/X}k@7fZ#@Dl@R)A[Q @ I{F?qiB@Y@@89d@8xLP@8ze!@78@7i Aj?$ȟ@F?^gd@@<JwF@!1%X@Y?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD@D3Bl@w9MA]iR@ mk%PF?~6;@Y@@8C^V@8ݭE@8-9@7ʹhM@7l:8?ffffffDv@+՘nAXQX@ }F?w{@Y@@7HJA@7>4@8Kh@7R@7iЊ)S?0̼,F?0̼,@@Dʐ@AOZ@!L!F?ϵIHV@Y@@7rP@8%2@8R?F@7˷@7`U[@DH3@7AX!̯@ hF?y|ß@Y@@7L@7p:i@77D@7D+@7@ D@sTAWYPݴ@! +>TUF?>P3@Y@@8+%6@805@81@7q @7LC0 ?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h.E&@7?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?FD\@$rcMAO\@&F?Ԟac@@;tU@8Mͼ>@:Ly@7x2JW@5x?333333D;@/lAa0@ +,F?sպ@Y@@6r@i@6ajh@7>= @6/|s @6XE@ D;*/@3A`~@ sF?㿱[W>@Y@@8't@8Q/͉n@887@7)O@7}S"?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@D-7M@AX81g@ 3M&F?#@Y@@7<ǽ@7q9҄@7x`tQ@7EZ)@7|D@ D^B?@qAV޷/@! G̫F?bb˧2@Y@@6@0@7eYJ@7Hq&@7=H@7P%B@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *?E:La@FaAŃIE@L8dF?@@, X @,K2˓j@-^>\@+Զ%@+5 @DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ@ '76F@>E@Y?zSHF?zSH@?F?@? QrD\@$rcMAO\@7F? Qr@@;f@v@8b@:]+ABh@72Lu@5ϥNƂ@D{@AO ;@!YF?ȟ@@Y@@74C@8ǚD@8R690@7Xȁ$@7ԯy@D@(AWc_d@ `NBMF?m@Y@@7v@7nx7,@7MW@7DAIe@7:Ҍ?333333E3ٞ:@!/_AGa\]_@ +-1[F?#M@@4)@2@30(@1ם@0 'n?EB,=! @'n)kwAsw6O@F?rGE85@@20C@3pO@2ѐ<@3%%Z@3S0=8?ffffffE!N,@+Aչ`@PrF?ffffff@@(ýq@'\& @(n1@'pK@'*?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(hB*Ө>?}F9F? @@'yF@ H2U@#ņ@10@)fT?zSHD\@$rcMAO\@(ӃF?x!y@@;.P~@8Yv %@:XV,A}@76@5ma?ffffffE!N,@+Aչ`@PrF?ffffff@@(ýq@'\& @(n1@'pK@'*?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP?0̼,F?3,@@D旔@AP k@!kFzF?ʫ\@Y@@7=[/@8N@8SSTE@7ְ@@7Ӿ)7?ffffffE!N,@+Aչ`@PrF?ffffff@@(ýq@'\& @(n1@'pK@'*?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?zSHF?zSH@?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]@D/@˔;AX5{&*@ Ӿ׫F?@Y@@7 i%@7r @7F,Fi@7F>?6@75 +?0̼,F?0̼,@? QrF? Qr@?ffffffF?ffffff@Y?$ȟ@F?$ȟ@@?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h I?zSHF?zSH@?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP?F?@@Dl@R)A[Q @ I{F?qiB@Y@@89d@8xLP@8ze!@78@7i Aj@DEBb@)~`qAVP~@! /HF?WS@Y@@7qf@7vT@7uV@7M@7%?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@ffffffD u@/ȧvYA_T-`I@ ?CiF?R~@Y@@7z @7`%@8T| .@7 )@73הe@ Dd@ւXAWY^~@! +F?s@Y@@8+R@803݅@8JJ@7.J@7eD?D~SzN@NOA`xvd@ F??) +@Y@@8"0 @7"$Е@8xL@7hlB@7:5h-?FVB@]^+B']Z?'NOLF?:>/0@@$v H@&d@">P_@rm@FFr@ DUG@2UAWxk@ F?4@Y@@7%Ӡ@7x=N@7\@7K:ӈ$@7 SIf@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?zSHF?C1B+@@ DwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.@Dk@vR8AG[чxO@"TF?;K@Y@@7B @8:@8T2qV@8#jrj@89,?ffffffF@@?E? R@E!As@yWF?tҲ@@2Bt~@31 @2@3*X@3Vg?ffffffF?ffffff@Y?Dp"@ͮcA^]'@ Vx'F?qiC@Y@@8^3>*@8$lq}@8zhn@7ӕ @7on7?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?0̼,F?0̼,@@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *?zSHF?*Ӳ@?k"ɁF?kͥ:@@ D /@{'AFT5z@"$iF?5Tu@Y@@7Ub#@8=;&@8U0@8(,Q@8 h?@<JwF@ L/{J@Y@D)̌@lmaAA]wP @ l}mF?omr@Y@@8E(_~=@8}5@8&8@7;YH@7lنf?333333E q@ʄHoAiOPe@ᚘ +F?ؖ2I@Y@@3vS@4>@4~0sd@4xBx8@4|?F?@?333333EyG@?As@$eF?333333@@*IPF?5~g@Y@@6ǩsM5@7H:sF@7wEv:I@7'1^@7 t?333333Dk,$@fK`ڠAY;Y6 @ >F?}ke@Y@@7tX@7h@8Y6@7SoY@7h=?@DTbD@6^lJAUYy[@!/kGF?]N @Y@@8 Js@8&VQq]@8X:G@7L, +@7 6X?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?ffffffDbHb@#(»NAaXefd@W"TOF?,]O@Y@@7Glt@7Oإ@71rU@7l ?@6 ~?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@<JwF@ @Y?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h@3yaA_O_Xg_@ ?TF?Y@Y@@7lt3w@7Y@@8TN1-@7dlj@733:?D,wJ@ܣPFAZ@ a@UF?[l7`]@Y@@7AHa@7QN@8kρ@7&Fe@7h:r/?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?EA:| @$pArn'@ٓrkXF?ђ@@2?q/x@3 nG@2Iß@33@3b84Y@D\{#@Aaj@a!F?d0+@j@Y@@8AwP@8k21@9 ;@8)c C@7۠@ '76F@nua@Y@Y2F@^g@Y?333333EyG@?As@$eF?333333@@*I@Y@@8 !-@8&Xx@8\^n4@7L@7 *?ffffffF@:PPzk@Y?EE""@a~W +Arz8@q.(F?@@2Вcl@3S@2 U@3iY@3N4?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(hF?ր[2@?k"ɁF?k"Ɂ@?F?@@ D8"q@*AWK@ 9%F?@q@Y@@88+$4@85.}%~@8o]@77W;@7ʳ @DmG@oD-OAXVE@ pNRuF? ٔ[l7@Y@@7#Y@7p%Vb@7'@7BU]@7oq?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f@ D7`N @m8wA`sTy_@ +f#F?ҲL@Y@@8pB@8>~@8#`f@7^lΩ'@7w#PŊ@ D~@] +T.AT@ :@!`>F?`V. +@Y@@7Zs<@8t@8t"@7G-@7{@Dg5 .i@5HAZT0S @ s'F?갞8@Y@@7O'@7@8eep@7N?@7hw'@ DB@AW=kmf@! iIF?a@Y@@8(yr@8/Z%Y@8 Dz@7~⢭u@7if?Es@MwOTA:hT@w= F?@@)9֯!@(m7@)=;@( L@(H*@Y@@8 !-@8&Xx@8\^n4@7L@7 *?ffffffD\@$rcMAO\@J51F@Qi@@<-@8ef{"@:j~Z@73}@5̆xea@$F@$@Y@D@|=AU@!+G)F?j@Y@@6A8)@7Q{Wq @7XLo@7/%+@7bb@;:hF@L"$@Y?0̼,F?NO@?ffffffEu9Z@SWA>-Z@ +F?ffffff@@(O@'{ @([7@'qGm@'*t'@$F@(gXe@Y?k"ɁF?k"Ɂ@@D'P)4@jbkmA]z`/@ l71iF?m ֶ[@Y@@8EwO@8B@8`s@7TCF@7l=?F?@? QrF? Qr@@D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn@ D Ҡg1y@^~yAX0@ "F?@Y@@8-Z@ +F?ffffff@@(O@'{ @([7@'qGm@'*t'? QrF? Qr@?{[>F?րC:t@?ffffffDv@+՘nAXQX@ }F?w{@Y@@7HJA@7>4@8Kh@7R@7iЊ)S@D%+G@3EAWPN )@! +axHF?VϪ@Y@@8*dO<@8/'@8lpF@7/ @7#?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP@D(:;@r%A`DH@ 0`%F?$6e@Y@@7EL@7$@8?E@7UCג`@6a:Tf@ LYt[F@Ռ@Y@$F@)g@Y@ DwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.?FVK䬒@]͑ +sB'!:t;?U6F?_|@@$whg @'L@">%P@j4@Fo@;:hF@($5inY@Y? QrF? Qr@?zSHF?wT>F@?ffffffE!N,@+Aչ`@PrF?ffffff@@(ýq@'\& @(n1@'pK@'*?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?ffffffDv@+՘nAXQX@ }F?w{@Y@@7HJA@7>4@8Kh@7R@7iЊ)S?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f@ffffffD.9-@.U=+A_W ;@ >=F?},@Y@@78`=R>@755Ɏ@8Tf@7 >ap@743b?DWJN@Š6AX$]Z@ @WF?,fW@Y@@8G@8:@8*9@7Z"@7PT4@D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn? QrF? Y@@ DMl4@IAV Y8@!NbF?¹M@Y@@6gm4@7I.f@7~ X@7%o @7T]?x?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD@ffffffD u@/ȧvYA_T-`I@ ?CiF?R~@Y@@7z @7`%@8T| .@7 )@73הe?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?陙Efa@9_AOn1@UjF?陙@@/r@.24A@0i@.H7՛@-h-@D旔@AP k@!kFzF?ʫ\@Y@@7=[/@8N@8SSTE@7ְ@@7Ӿ)7@D]jV@q4LU AXU%@ c\dF?H˒:@Y@@7/c(@7|$]@7˲#4@7Na>, +@7 L? QrD\@$rcMAO\@*%+'wF?٩(@@;HNp@8T%@:OzO3@7ܷO@5Ѹҳ\?$ȟ@F?$ȟ@@?333333EyG@?As@$eF?333333@@*I@7:tȤn@D˜^@vI;AU0"(@!+`hgF?UDR@Y@@6CY@7RP'@7b"@70O:^@7V?ffffffDbHb@#(»NAaXefd@W"TOF?,]O@Y@@7Glt@7Oإ@71rU@7l ?@6 ~?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@D1 ۠@t:A]l+%i@ mvKoF?{ Z[@Y@@8Cr@8R4@8:i~~@7}$@7lV T? QrF?B;yR5@@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ@DQL@YAZr@ {F?m ֶ[@Y@@7c4e@7z#d@7b@7[@7"vT?{[>F?@? QrD\@$rcMAO\@%ŸF?*"As@@;磩ʧ@8k@:[oo9@7\Ax@5[{?EF>@Oq]JAqja!@_)F?6F@@2" pk@3Ja@2p;@32ߙAˆ@3fuAr@ffffffD4 XZc@x =A]gڶ@ nF?ﲫ@Y@@8Cod@8T?ſ@8d=@7ʯ-@7l9e7!@ DZ@#;A^Xp$YR@ VF?揆`V@Y@@8Y@8@9,8u@8(e +3@7w¢?k"ɁF?k"Ɂ@?陙Ef{@MA*<@Y_F?陙@@/[Dm@."@0Xa@.O|@-o[C@D ..@AY٘hY@ OF?u @Y@@7pq6@7L@7 Q~@7iб5@7/@DMȍ@AV7Pg;@!!%"F?.r/@Y@@6LPg@7a#uV@7Sy@7<1(@7b?ffffffF?ffffff@Y@ DgշpW]@zTxAX{9@ x$1F?=p +=@Y@@7 >k:@7l=l@7h@7>M]@7۰@DRw@@7:tȤn@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ@$F@$~6@Y?ffffffDbHb@#(»NAaXefd@W"TOF?,]O@Y@@7Glt@7Oإ@71rU@7l ?@6 ~@Dc]k2 @k7EAXU@ =MF?Ov_خ@Y@@7zMN@7M@8PgF@7Z@7iWe,T@ D~@] +T.AT@ :@!`>F?`V. +@Y@@7Zs<@8t@8t"@7G-@7{@ffffffD8Y"@N7@JAYmw@ ;VF?v @Y@@7ߏ&v@72m}@8WMjv@7i\o@7h岠?Dn@[󴃗Aa ۓt@IF?5~g,@Y@@7'j@7.B@8%ĥ<@7Vtb@6d?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP@ D3@ ٿA` wT@ ,9F?ѷY@Y@@8"@8=㳽@8 ,J0@7Oq.@7v +1? QrD\@$rcMAO\@eoF? @@;řv@8E@:R ӎ@7ltf@57D@ D7p@*AY8N@ 8ڊF?P]@Y@@7@7@8T@7b@7iM"(?zSHF?zSH@?ffffffF?ffffff@Y@Dg5 .i@5HAZT0S @ s'F?갞8@Y@@7O'@7@8eep@7N?@7hw'@DZ#2@,3A\幵 m@ z>SF? @Y@@8S0@8o@9 c`c@8S@7ͺZ?E&@\;=n]At4'@jF?@@)i%J@)@)cL`@(S@(y? QrF? Qr@?333333D;@/lAa0@ +,F?sպ@Y@@6r@i@6ajh@7>= @6/|s @6XE@ DZ`@@ jAWA5r2*@! 2qF?27@Y@@8) 7@8/y۝y@8 +@7@7OF@ffffffDSpLN@.tA_V"s@ >F?$tS@Y@@73)@73=l@8Tc6h@7 fe@74U@D}x!m.x@Y@]AU^_@!3AjF?`V.@Y@@8 +v.@8%jWz@8Q_@7Qכh@7d?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(hr@8[?@7y5@7w/-J?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?=]UD\@$rcMAO\@hF?0w@@;hO?@8 @:IR'G@7L64@5UʕH@ D0]A=K@{HOAW^K@ e kF?8\g*@Y@@89ebk@85tFtͶ@8yby@7ljF@7@;:hF@ W`9@Y?333333E3ٞ:@!/_AGa\]_@ +-1[F?#M@@4)@2@30(@1ם@0 'n@D- %@p$rA]qw@ m YF?ud@Y@@8D]@83r~@8+.[@7e %@7lɔُ?$ȟ@F?$ȟ@@?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP@ffffffD u@/ȧvYA_T-`I@ ?CiF?R~@Y@@7z @7`%@8T| .@7 )@73הe?ffffffD'>@j A]z\@ l5ڕNF?l!-w@Y@@8Ez@@8Q^@@8b)`@7Uiׂ@7lq D@ffffffD4 XZc@x =A]gڶ@ nF?ﲫ@Y@@8Cod@8T?ſ@8d=@7ʯ-@7l9e7!?ECLͺi@k AGރ@UOF?@@)GΓiM@(딛 @)F!S@(N?)@(gzMg?0̼,D\@$rcMAO\@V F?9@@;Vy@8 @:Zp%@7axP@50/?k"ɁF?yYw@@ Dۍ6B@AWX\@! +~3F?Z@Y@@8+ +LT@802[e@8}Bv@7M(@7Fl?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(hF?{[>@? QrF?@|\q@?=]UF?=]U@?F?@@ D7p@*AY8N@ 8ڊF?P]@Y@@7@7@8T@7b@7iM"(@DЃ@|<@?񙙙Dg'@&XgAaV;%@lhF?⇓ݗ+@Y@@7GE3@7N˖@7*%@7I @6 "a@DL١@gڔAUq@!5z(F?9m @Y@@8@8% Tx +@8za@7Bmq@7ѵt?333333E'e7D@C*ATm@YӰ4qcF?'RT`e@@5s@$ @3:QK@4;eC@2x;`@14f(@D{@AO ;@!YF?ȟ@@Y@@74C@8ǚD@8R690@7Xȁ$@7ԯy@ D%N@LFyA`S,@ +cZ`9F?zd@Y@@8y&@8U.\@8*'p@7#@7~l@Dl@<)AUW@!'%F?nmu@Y@@7 +}ҋ@7ro"@7 Y@7LQѤ@7) +@D2SGV@ۯyXhA[9<@ BvF?q6@Y@@8AJi@8| b`G@8zkק@7:l@7i9@D1e{@uUeA]k1H@ mu3PtF?|ᛐ@Y@@8C&@81@80]{M@7@7lx2@Du=@wQ[uANb@"AlhȇF?$T~@Y@@7sH@8E3|@8PWܛ@7[h!k@70e{@D±@^qAVڍ@!$m-F?NP1<@Y@@6s@7]a@7!g7I\@79 +:@7$?Dp@y@KAZH>]3l@ gF?꽺 +RiY@Y@@7+@7D@8et@7%)@7hx2*?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?=]UF?=]U@?333333EyG@?As@$eF?333333@@*I@ D~@] +T.AT@ :@!`>F?`V. +@Y@@7Zs<@8t@8t"@7G-@7{?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP?DEh[b@ -P*AX.@ U F?-b8@7z @@7HyTL@6|7@$F@)N$5inY@Y?E"@Л/^Ai"w@v79F?،i/n@Y@@2څҸ@3ķln@3ҕb6V@3A?[ @4 +t(O?앿ExF@Cs@Y?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f@DmCQh@) ?bAW㯷ѥ@ BF?C,zxl@Y@@72F:F@7bR|@7O@79s~@7i6$?ffffffF@.8!}@Y?=]UF?đ@@ DZo@AY p'@ +`eF?@Y@@7\ +@7^ۀN@8QR>@7UvI@7iHt?ffffffF?ffffff@Y?zSHF?Jݼ@?{[>F?h@@D&~)@:CZAV%Ta@!+)F?/v@Y@@8*B@8'jB;@8y@7뽽J@7As݆@DPZ@M AA`,#b@ FS[F?.4@Y@@9KAmf@8@9rb%>@8Kq,@7nM@ D Ҡg1y@^~yAX0@ "F?@Y@@8 k@2}@FDUD?zSHF?zSH@?$ȟ@F?$ȟ@@?D\@$rcMAO\@]XkF?陙@@;Zz=@8YoM@:Z;Zo@7Pm@5(%TN@DN@JA\0_%@ {[_F?@Y@@8mR;{@8nO0@9צ@8TV@7\h,?񙙙FK::F@TB'U4?ZNmF?MUi@@$tNA@ Ԍ=@"4 Bn@ @$~s:?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?0̼,F?0̼,@?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?333333D;@/lAa0@ +,F?sպ@Y@@6r@i@6ajh@7>= @6/|s @6XE?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD@)-F@,:cI{@Y@Dc5h@B?.lfAU΅*@!1(3csF?k΅3@Y@@8 GP@8&nc@8 6){@7*?>@79T1?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@<`o.@8c7&@:aɹ@7@5ER@ D7p@*AY8N@ 8ڊF?P]@Y@@7@7@8T@7b@7iM"(@ffffffD:I@.5dJA_W5@ >߰4F?Б}kf@Y@@7<@77X{Qx@8T@75ܕp@74Z-x@D5-?@?\;FAYGo@ ښ{F?K3z@Y@@70@7j@8\ E@7>n]H@7h @ LYt[F@ =J*@Y@ D J@1FQA^ +@ LH k@2}@FDUD?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p? QrF?kӍ.@?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 ?0̼,F?0̼,@@D#%'@:AUL,H@!)oF? +|Zr@Y@@6p@7d¬;@70c@7@O@7 2Az@;:hF@%v@Y?ffffffF?ffffff@Y?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f@ D8Q@g AY85rL@ FҾF?*c@Y@@70)@7Ӌ$R@8TSS@7a~@7iNRa? QrF?*yc@?=]UF?=]U@?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@DqB<#e@nF1nAa>7@ˠ5TUF?>P3@Y@@8+%6@805@81@7q @7LC0 @ D Ҡg1y@^~yAX0@ "F?@Y@@80@'6I"?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?0̼,F?0̼,@?333333DΣE@":PYAa5hoj@z F?Xe@Y@@6t0,K@6uN@7H.@6+F8@6Y:?0̼,F?"o@?k"ɁF?k"Ɂ@?ffffffF@Ti @Y?$ȟ@F@:@?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD@ LYt[F@# @Y?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#@$F@)w5~g,@Y@ DwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.?D\@$rcMAO\@'F?@@;9*~@8B(?@:]mMN@7a@5ϧ1ڑ?ECLͺi@k AGރ@UOF?@@)GΓiM@(딛 @)F!S@(N?)@(gzMg@ffffffDq2h@ +aAWC@ ŵMF?y2@Y@@83_${@83b0`~@8nq@7;#@7 +S[?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?ffffffF@t*@?0̼,D\@$rcMAO\@,1F?h0@@;B$@8= J@:[@7YF@5u!w?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@D# չ@۹XLeAU}3e@!/jc~F?AJM+,@Y@@74@7qؔ@75Ej@7LXoѧ@7+&?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD@D|2%@!؂A_hөIk@ =*c1F?v@Y@@743@7́@8VCO@72p@7474>?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP@ D6NX@a#AWx@ F?>iQY@Y@@89!sb@85E3[(@8!F%@7CK*@7@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI?DEI@2hKA`aV,@ јx F?>P3@Y@@8jA;@7܅x@8r0:@7Q@78ߝ?FVǃ@]^+B'oc;?6iF?@@$vdYD@&֩dr@"> 9@䕐(@F>j @D%+G@3EAWPN )@! +axHF?VϪ@Y@@8*dO<@8/'@8lpF@7/ @7#?ffffffF?O@?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?zSHD\@$rcMAO\@}_F?bm@@; 7@8P9@:L{6@7=@58|?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?F?@?D}%@RgyAYd w@ z.F?{@Y@@7޴\@7@ s)F?'RT`e@Y@@7k({@7&,@8GJ@7U)@6W'L@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(hn@8J&9\@7I?ffffffF?ffffff@Y?DΧ:Y@#^|Aaw@/3F?bE@Y@@6twxgVJ@6$s@7"R%b@6ы@6XUڎ?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP@ D Ҡg1y@^~yAX0@ "F?@Y@@8@7:tȤn@ Dt舱@6f(,A]Pbj@ c5}F?Q@Y@@8ޗo @8} @9 o@8#+|}@7aa~z@Dl@R)A[Q @ I{F?qiB@Y@@89d@8xLP@8ze!@78@7i Aj@ DwΖ@7lpATyj=v@!ZHF?|&V@@Y@@7t@8_sC@8wKU@7@7QK> I?0̼,F?S@@Y2F@Md1@Y?333333D;@/lAa0@ +,F?sպ@Y@@6r@i@6ajh@7>= @6/|s @6XE@D=>@RAX#&Pc@ ߅,F?x@Y@@73kj!\@7}$T9@7Y!@7NZG@7^?0̼,F?l@?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@DcMS +@m=AXG0@ ߕ F?y|ßa@Y@@7*/P@7w,@7!\'@7IBK~@7N_&@ D -M@`UޏAX{ h@ uF?"0@Y@@80F?{@Y@@76&u@749kp@8TMV@7 ɫ@74C1@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ@DE=W|@j=.oAX?1}@ -mlwF?ty@Y@@6_pò@7Js(Z@7@7#Fp2@6Xu?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?0̼,F?WV@?ffffffF?ffffff@Y@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ@ffffffD0}@].MAUx@!4Kmy;F?ȊG@Y@@8 b@8%P.@8d@7.~8@7?=]UF?ܘ kn@‘mh{AN @"-F?5 D@Y@@7 N@8`@8OLn8@7Ql@7T:@?$ȟ@F?$ȟ@@@D$@ &APl+F?Ć-@Y@@7* +@7r "}@73@7SC@7(vl?$ȟ@F@<`@Y? QrF?a@ +@?ECLͺi@k AGރ@UOF?@@)GΓiM@(딛 @)F!S@(N?)@(gzMg@ D{@ e/A_~i@ ;$LwF?p`@Y@@8WY@84@8l0_@7*~@7tD?ffffffDv@+՘nAXQX@ }F?w{@Y@@7HJA@7>4@8Kh@7R@7iЊ)S?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f?DƲL@#]=Aao@O&EF?CV@Y@@6ڽN@7>"@7^ @65~ea@6T À?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]?zSHD\@$rcMAO\@&&F?zSH@@;@8Qy@:Od%J @7K@5Ѽ4=?ECLͺi@k AGރ@UOF?@@)GΓiM@(딛 @)F!S@(N?)@(gzMg?333333E +BM@5$љAl +@ZAF?oi@Y@@3o @4l7@4rA=\@4_@4eRJ?F?@?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(hlLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.@ DjҼ@XɡǾAV0԰zo@! Xz$F?_o@Y@@7 KvH@7m^@7,@7Ee*PR@7ل8?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?333333E'e7D@C*ATm@YӰ4qcF?'RT`e@@5s@$ @3:QK@4;eC@2x;`@14f(?ffffffF?[|X`@?$ȟ@F?>c@?E2ʾrd@Ҋ64AmߙJ{q@xF?lC@Y@@2AA.@3_B@3=4hmB@3fMV@36?zSHF?X@@Dl@R)A[Q @ I{F?qiB@Y@@89d@8xLP@8ze!@78@7i Aj? QrF? OQD@@DAB@!'AYhI^-o@ uF?$=@Y@@7Y_ @7,ܐ@8^TY@7\@7hQr?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@Dc6w@sIAWa_q:@! 4õF?ڐ +@Y@@8+I<@80wAS@8J@7Z@7$@ DĹW@¿6wBAUz׾7@!0@~>F?>P@Y@@6xԆ@7J|@7z +ft@7)kF`@7{祖?{[>F?Ȱr@@D6 @B=bAU="86H@!=<F?Jm3 @Y@@7媹 +@7t)\@7ׅ0@7O&퀂@70T{0?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2@Y2F@ #8@Y? QrF? Qr@?k"ɁF?k"Ɂ@@D@*J&vfAU[^vF@!:-ƻFF?($ xG@Y@@6Ef@7mE @7S@7IyL@7*3@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l?k"ɁF?k"Ɂ@?$ȟ@F?$ȟ@@?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?F?n&NHb@Y@D4F:uV@x|.!fA]g8`@ ny-7F?瀈P@Y@@8C]ln@85/@8J.@7ʩK@7lh?333333E'e7D@C*ATm@YӰ4qcF?'RT`e@@5s@$ @3:QK@4;eC@2x;`@14f(?EDT9|]@gaMAnw@U@\"&&F?!ZS@@2R@3UY@3 P@3k7}T@3YR%?FWCHż@]^+B'M?y9iF?/@@$vT_@&ŗG@"> s7gs@r@F-)ٷ@ Dm5@R8AVh@! #̻+F?ZIf{@Y@@6cD@7_d!L@7'>@78`@7ao/ ?ffffffF?ffffff@Y?ffffffDwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.@Dc]k2 @k7EAXU@ =MF?Ov_خ@Y@@7zMN@7M@8PgF@7Z@7iWe,T?ffffffF?<){Lb@@ D;@epAW5?5@! p 5VF? +(wN'@Y@@8'@8/h@8R@7[3f@7 +?ffffffF?ffffff@Y?Eۥ@](r䎸Aiy@_vF?rGE9@Y@@3];a@4_J@3!@4 @4+@S6?FuDq@qV mB%E:R?܁q\ЉF?(߹8@@%6@3,@"^ZM@^ i@md]?EB޹g +b@ԉ<=Aq@C&ç@k[w$F?)sБ}@@2DN^.Z@35Ӑ@3XG@3J [@3|}VuD?$ȟ@F?r@?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@<`o.@8c7&@:aɹ@7@5ER?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h@?ffffffD@@cHA]߰U@ beAF?a=1@Y@@7g2 @7.@89/گ@7>0U@70~{@ffffffD4 XZc@x =A]gڶ@ nF?ﲫ@Y@@8Cod@8T?ſ@8d=@7ʯ-@7l9e7!?ffffffE!N,@+Aչ`@PrF?ffffff@@(ýq@'\& @(n1@'pK@'*?F?(@? QrF?c)@?=]UF?\@?k"ɁF?k"Ɂ@@D*@s̅A`S@U@ + F?2"@Y@@9^ @8zB@9{-9@8S쌕@7p(@ DwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f?333333DΣE@":PYAa5hoj@z F?Xe@Y@@6t0,K@6uN@7H.@6+F8@6Y:?ffffffF?ffffff@Y?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@ DS@ ?A^ {@ K^ DF?ѢY@Y@@8L@8^2#@97}'@8.4u[Q@7 =g` @ffffffDq2h@ +aAWC@ ŵMF?y2@Y@@83_${@83b0`~@8nq@7;#@7 +S[?Dn@[󴃗Aa ۓt@IF?5~g,@Y@@7'j@7.B@8%ĥ<@7Vtb@6d@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *@<JwF@ >@Y?=]UF?=]U@?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f@<JwF@!?u=@Y?ffffffF?ffffff@Y?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f@D ,}@vfAU5+Y@!>F?U\R-@Y@@6@7c@7=@7A^"6@7$w?@ D~@] +T.AT@ :@!`>F?`V. +@Y@@7Zs<@8t@8t"@7G-@7{@D+@vwAUǾf@!J>8WpF?/0@Y@@7~X@8 vy@8~Y@7x1@7?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f@<JwF@!:+C@Y@ DwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.@)-F@/`G@Y?ffffffD\@$rcMAO\@a^F?[y@@<?o}@8]@:eK@7֩@5 @ffffffD4 XZc@x =A]gڶ@ nF?ﲫ@Y@@8Cod@8T?ſ@8d=@7ʯ-@7l9e7!@ DC_~/@_&xA`!}6@ (RםF?,QI@Y@@8@8@Gu@8O@7笨}@7w +w?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?=]UF?^c@?0̼,F?0̼,@?DƲL@#]=Aao@O&EF?CV@Y@@6ڽN@7>"@7^ @65~ea@6T À@ffffffD0}@].MAUx@!4Kmy;F?ȊG@Y@@8 b@8%P.@8d@7.~8@7?0̼,D\@$rcMAO\@:hCF?' +0@@;5_@8o@:Sj@7h@53d@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ@ D;)@XmAY"}%U@ $ZF?|H@Y@@7=@7b͓@778@758$H@7 E_&?zSHF?zSH@?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h0U@70~{@Dl@R)A[Q @ I{F?qiB@Y@@89d@8xLP@8ze!@78@7i Aj?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f@DQ=c@SiFAX!b@ ck܃F?Mj@Y@@6篽@7IVXϓ@7*@7 kF@6kd)@$F@)Wh@Y@Dz.*@{Xi|A[Bb@ KF?qbb˧@Y@@87٫@@8wQV@8zd2$/@7Ƒ-@7i@D%+G@3EAWPN )@! +axHF?VϪ@Y@@8*dO<@8/'@8lpF@7/ @7#?ffffffF?ffffff@Y@D#^G@AV)!`@!#2_F?>6z@Y@@6u`e2@7gωg@7Zဨ@7BR\rk@7 @Dķn5;@lAViT,?@!{F?D@Y@@7 w@7rwD@7G@7K=)r@7&7 W?ffffffF?ffffff@Y@ D@sTAWYPݴ@! +>TUF?>P3@Y@@8+%6@805@81@7q @7LC0 ? QrF? Qr@?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?ffffffF@%;@?ffffffF?d@@;:hF@;:h@Y?ffffffEu9Z@SWA>-Z@ +F?ffffff@@(O@'{ @([7@'qGm@'*t'@D"1@gRA[ka%:@ .X,F?pϿT@Y@@8UP'1@8^@8zyIu@7Σ@7i#eO?ECLͺi@k AGރ@UOF?@@)GΓiM@(딛 @)F!S@(N?)@(gzMg@ffffffD:I@.5dJA_W5@ >߰4F?Б}kf@Y@@7<@77X{Qx@8T@75ܕp@74Z-x?0̼,F?Ņt@?k"ɁF?k"Ɂ@@ Dپ@LA^![`r@ GKqF?ߏG0@Y@@9eSF|@8Ϋ|@9;{@809jU@7]?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k@D\+!Ŵ'@Î|? +AYv@ OOxF?V?@Y@@7:zq=\@7z S@7۳`@7I{@7K"?ffffffF?fgrr@Y?D,wJ@ܣPFAZ@ a@UF?[l7`]@Y@@7AHa@7QN@8kρ@7&Fe@7h:r/@ DwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.?ffffffDv@+՘nAXQX@ }F?w{@Y@@7HJA@7>4@8Kh@7R@7iЊ)S?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@<`o.@8c7&@:aɹ@7@5ER@D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#@D) @iA^N{1@ W0F?0 )@Y@@8]^@8#L@8zq@70V;@7otf?0̼,D\@$rcMAO\@aoLVF?,/B @@;@8@:Z`h@7}iC@5" g?ffffffD@@cHA]߰U@ beAF?a=1@Y@@7g2 @7.@89/گ@7>0U@70~{?ffffffDv@+՘nAXQX@ }F?w{@Y@@7HJA@7>4@8Kh@7R@7iЊ)S@ DwΖ@7lpATyj=v@!ZHF?|&V@@Y@@7t@8_sC@8wKU@7@7QK> I@D5v@.` )A]١1B@ bF?`,@Y@@8+ @8~:@9!5Iv@8#?+gy@7#@ D@sTAWYPݴ@! +>TUF?>P3@Y@@8+%6@805@81@7q @7LC0 ?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f@ D Ҡg1y@^~yAX0@ "F?@Y@@8 k@2}@FDUD? QrF? Qr@@;:hF@7B_ !@Y?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@D|2%@!؂A_hөIk@ =*c1F?v@Y@@743@7́@8VCO@72p@7474>@ LYt[F@~KZS@Y?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#@De/@ AUm7f@!/{[EF?٩T@Y@@6^Hf@7kTk{@7+@7FΩ@7&I4@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@<`o.@8c7&@:aɹ@7@5ER?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP?0̼,F?H[@?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2?DƲL@#]=Aao@O&EF?CV@Y@@6ڽN@7>"@7^ @65~ea@6T À@Dn90@AYz=B@ F?j򐫴@Y@@7h>v@7Fl@7E*y@7f)@}@7.`Niؗ&@7 ?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]@ D Ҡg1y@^~yAX0@ "F?@Y@@8@Y@@8 !-@8&Xx@8\^n4@7L@7 *@Dg5 .i@5HAZT0S @ s'F?갞8@Y@@7O'@7@8eep@7N?@7hw'@1;.F@%?9@Y?DEh[b@ -P*AX.@ U F?-b8 k@2}@FDUD?ffffffF@3_=}9@@Dɒe@#U'9A[>}!.@ *]UF?3]$E@Y@@8;@8U@8˻\@8@7/%`P@ D@sTAWYPݴ@! +>TUF?>P3@Y@@8+%6@805@81@7q @7LC0 @D{@AO ;@!YF?ȟ@@Y@@74C@8ǚD@8R690@7Xȁ$@7ԯy?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$?k"ɁF?k"Ɂ@@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l@ffffffD8Y"@N7@JAYmw@ ;VF?v @Y@@7ߏ&v@72m}@8WMjv@7i\o@7h岠@D_Q p{@MA\:v@ F?eڹ@Y@@8;Yձ@8j4@9M*@8"@72?ffffffDdnl@0hA[Y@ F?`kz]@Y@@8Q|x@8,xٖ@8{5I_@7;tOz@7i*]Mh?k"ɁD\@$rcMAO\@Z.]ϥF?k"Ɂ@@;l@8@@:Z̜{@7Rii@5,Ba?앿ExD\@$rcMAO\@9hF@\E@@@Y@@8 !-@8&Xx@8\^n4@7L@7 *@D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn?DEI@2hKA`aV,@ јx F?>P3@Y@@8jA;@7܅x@8r0:@7Q@78ߝ@D=U@TlA` w^@ vF?4AJM@Y@@7 8@7'1@8MA@7T_@6"2TT@ D}ω@{1A_p@ Fn:F?},{ @Y@@9&&@8@9?ffffffE!N,@+Aչ`@PrF?ffffff@@(ýq@'\& @(n1@'pK@'*@Dc]k2 @k7EAXU@ =MF?Ov_خ@Y@@7zMN@7M@8PgF@7Z@7iWe,T@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ@DÑﶢT@ؕ3ĝATl9@!HF?{@Y@@6%E@7\>#0L@72@7;b {@7!y?F?@?ffffffF?ffffff@Y@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI?ffffffF?ffffff@Y@DA7*@ R AUd@!9*шF?,=@Y@@7>/@7rvn"@7$q@7Mad@7.ZE@ D7p@*AY8N@ 8ڊF?P]@Y@@7@7@8T@7b@7iM"(@ D Ҡg1y@^~yAX0@ "F?@Y@@8F?֢@@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *?E&@\;=n]At4'@jF?@@)i%J@)@)cL`@(S@(y?F?@?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@)-F@/LD|0@Y@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *@Dך~@kf'AaUozK!@cI$TF? @Y@@7,Q\@7\M@87s@7U ~@6i@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l?D\@$rcMAO\@'F?@@;9*~@8B(?@:]mMN@7a@5ϧ1ڑ?0̼,F?9ttF@@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ@DY@em&A],G`@ s~F?ײ@Y@@8Mc+@8s7]~@9*Rh@8C@7J?F?@?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP@D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@ffffffD u@/ȧvYA_T-`I@ ?CiF?R~@Y@@7z @7`%@8T| .@7 )@73הe@D:Tnϡ@}_A`-[@ =F?2m@Y@@7 +i{@7D4V^@8խ@7T;d@6*s @DF5@ȻpA]?i^7~@ q85F?TɅ@Y@@8˛DkL@8tG@9ZN%@8o&@7H{?DƲL@#]=Aao@O&EF?CV@Y@@6ڽN@7>"@7^ @65~ea@6T À@ D@sTAWYPݴ@! +>TUF?>P3@Y@@8+%6@805@81@7q @7LC0 ?k"ɁF?k"Ɂ@?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f?F?@@D@a6AX X@ spF?!-w1@Y@@7-@7}Ab @7gN8@7P>G|@7#I=!@$F@)4֡a@Y?ffffffF?ffffff@Y?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?F?@? QrF?"j@?ffffffDv@+՘nAXQX@ }F?w{@Y@@7HJA@7>4@8Kh@7R@7iЊ)S@ LYt[F@$}٩T"@Y@$F@$@Y@D2h؈@v^A]j6J3@ mpF?}^_0@Y@@8C)@8q?n@8@7RJ@7lr@DM@,0A\=@@ s%m!F?%@Y@@7|؈V@7!.M*@8#i@7wI]@7.W?D,wJ@ܣPFAZ@ a@UF?[l7`]@Y@@7AHa@7QN@8kρ@7&Fe@7h:r/?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h@ A͗F?KHӮ@Y@@7BB+I@7zaA'@8bН@7 @7h~0P?ffffffF@9!@?ffffffF?ffffff@Y?$ȟ@F?$ȟ@@?333333D;@/lAa0@ +,F?sպ@Y@@6r@i@6ajh@7>= @6/|s @6XE?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f@ D~@] +T.AT@ :@!`>F?`V. +@Y@@7Zs<@8t@8t"@7G-@7{? QrF?f&7@@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l@ Dc @yWA`25@ %yψfF?䕪@Y@@8ptE@8ByPB@8) @7I?a@7xh=83?333333D+,7@tA`ymg>@ s)F?'RT`e@Y@@7k({@7&,@8GJ@7U)@6W'L?$ȟ@F@[$@@$F@)Wh@Y@ LYt[F@(\#y@Y@Dc]k2 @k7EAXU@ =MF?Ov_خ@Y@@7zMN@7M@8PgF@7Z@7iWe,T?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h= @6/|s @6XE?333333D0<@޴AYBxu@ :kVF?@Y@@7% T@7'%#1@8T%DT@7/@7ihj`?ffffffF?10@? QrF? Qr@@ffffffD u@/ȧvYA_T-`I@ ?CiF?R~@Y@@7z @7`%@8T| .@7 )@73הe?陙Efa@9_AOn1@UjF?陙@@/r@.24A@0i@.H7՛@-h-?=]UF?ZGt3@? QrF? Qr@@DsaoR@\3AXKe@ @*nF?1&@Y@@7=2=5@7~m}@7Ҧa@7Y V@7+!2 @D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn@D~,`q@t;AV:&y@!!2M;F?)r\=@Y@@6;@7eFh@73Щ@7@G k@2}@FDUD?ECC28@ GuArH^@!w F?1ڤ@@242D@3 U +@2cmx@34LF@3eTwU>@D{@AO ;@!YF?ȟ@@Y@@74C@8ǚD@8R690@7Xȁ$@7ԯy?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$@D{@AO ;@!YF?ȟ@@Y@@74C@8ǚD@8R690@7Xȁ$@7ԯy@ D ;d@`sIAX @ B1F?i@Y@@8<ΞT@86@8\*%@7lN@7 ?zSHF?Խ\L@@ D@ܑA`@ 5xF?SP @Y@@8`8(@8L\@8Ԧ@7 x6k@7{%g??E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@DN@4@8},AVA7s}@!i"@F?Ϫ͞@Y@@6ҶȴZ@7as@7N@7;;a@7!?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?k"ɁD\@$rcMAO\@F?U>:2@@;߲@8'Ӕ@:V@7e<@5ЭtV-?$ȟ@F?{@@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l?k"ɁF?k"Ɂ@@D_4e@©?w6AU+#Q9W@!?ÌF?a=1p@Y@@6}3_@7\"@75dp@7:~۪@7c-p?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?=]UF?y9@@ D e@]wAVŻm@! ߘݓF?ag#$6@Y@@7 +s@7m2@7-ݡ@7D3@7ae?DEh[b@ -P*AX.@ U F?-b8@Y@@8 !-@8&Xx@8\^n4@7L@7 *?DƲL@#]=Aao@O&EF?CV@Y@@6ڽN@7>"@7^ @65~ea@6T À?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]@DnX@LNcAUk@!2T<*F?w[0H@Y@@8 "U @8%@8 Ku\@7D4@7]qD?333333Dp"@ͮcA^]'@ Vx'F?qiC@Y@@8^3>*@8$lq}@8zhn@7ӕ @7on7?F?@?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]@DG@Rfa AX8'wѮ@ ~zF?7 ܇U@Y@@7;qIG@7qY@7Рx@7V xe@7'l(@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2@ffffffDD@25$A_Pl@ ?pUF?`@Y@@7xZ@7 j@8Tg?0@7[@739?ffffffDv@+՘nAXQX@ }F?w{@Y@@7HJA@7>4@8Kh@7R@7iЊ)S@<JwF@!\f@Y? QrF? Qr@?Dn@[󴃗Aa ۓt@IF?5~g,@Y@@7'j@7.B@8%ĥ<@7Vtb@6d?0̼,F?B@@ffffffD0}@].MAUx@!4Kmy;F?ȊG@Y@@8 b@8%P.@8d@7.~8@7@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI?ffffffF?p*@Y?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l?0̼,F?0̼,@?ffffffDbHb@#(»NAaXefd@W"TOF?,]O@Y@@7Glt@7Oإ@71rU@7l ?@6 ~@Dl@R)A[Q @ I{F?qiB@Y@@89d@8xLP@8ze!@78@7i Aj?333333D2;x@DDwAY?|4@ ׈.F?ިc@Y@@7ۆB(.@7Fp@8TjHA@7^ƨ@7i +iU?=]UF?=Η@@ D@kDKAUh_'h@!8+KF?ֶZ@Y@@6 +$^)@7`"@7/W4@7=@7!y@D:z,#n@YX+AY$j@ 3 +F? +D _@Y@@7nMen@7 %@7V4@7g^x7@7-j\?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP@D9gЇ@|A`߻@ zE(SF?1P@Y@@7D(@7Ua.@8`@7TZ@6/M@ffffffDSpLN@.tA_V"s@ >F?$tS@Y@@73)@73=l@8Tc6h@7 fe@74U?k"ɁD\@$rcMAO\@Z.]ϥF?k"Ɂ@@;l@8@@:Z̜{@7Rii@5,Ba?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?0̼,F?0̼,@@D3%3$@wГA]i%S @ m5eFF?~$t@Y@@8CB@83@89 @7ʻb@7lҵSM@Ddm~@ss`AU@!*0F? Z[)@Y@@7Ɇ.@7 o@7ݗ@7Zyߨ@75t_c@ DwΖ@7lpATyj=v@!ZHF?|&V@@Y@@7t@8_sC@8wKU@7@7QK> I@Dp(І@hRAU̴"*@!0zxF?8YK@Y@@7 +@7{"*~@7&lk@7Tq@72 k?0̼,F?m@?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h k@2}@FDUD@ffffffD8Y"@N7@JAYmw@ ;VF?v @Y@@7ߏ&v@72m}@8WMjv@7i\o@7h岠@ D Ҡg1y@^~yAX0@ "F?@Y@@8 k@2}@FDUD?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@ Db\"_@t^A^[+n@ I`F?`V. +@Y@@7Zs<@8t@8t"@7G-@7{@ffffffD8Y"@N7@JAYmw@ ;VF?v @Y@@7ߏ&v@72m}@8WMjv@7i\o@7h岠?{[>D\@$rcMAO\@ ]F?ɸ 0@@;e@8 @:G.V@7X"\@5Җ7%?ffffffF@󔷳@@DU?n@S.~AOEpV@7q8@7"CV?D}%@RgyAYd w@ z.F?{@Y@@7޴\@7TUF?>P3@Y@@8+%6@805@81@7q @7LC0 ?D}%@RgyAYd w@ z.F?{@Y@@7޴\@70U@70~{@Y2F@ 4@Y@DQ +@swATZ5mO@!Wq_F?'j@@Y@@6W',W@7bw * @7@ +~@7B%ƹ@7*k?D,wJ@ܣPFAZ@ a@UF?[l7`]@Y@@7AHa@7QN@8kρ@7&Fe@7h:r/?ffffffF?ffffff@Y?zSHD\@$rcMAO\@8ĥF?ANV@@;ɛS@81rQ@:T]v@7=1ʶ@5aP@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l? QrF? Qr@@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l@;:hF@ye g@Y?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?zSHF?PL2@@DSB@FU AW A@!5iz +F?$D@Y@@74R܊@7_VU@7J3R@7\y (@71J?ffffffD@fތ@')پAaa;Ϥ@`F?t}^_1@Y@@7ɽZXT@7=om@8)p$@7\FF@7b@D['ۓ@CWGAeAYuǣ@ ʛ>ӃF?P]q@Y@@7EN@7?V@8\Aq,@7% @7h?{[>F?{[>@@ Dh/^@ p(A`"V@ `TF?D@Y@@81@8Mi[ed@8 3v@7[@7|x?ffffffD\@$rcMAO\@i/F?Q@@;@8*!@:_}@7@5e p?333333DuLf;@@Y@@6w/@6@7 6@6e@6Y,wN@ffffffD u@/ȧvYA_T-`I@ ?CiF?R~@Y@@7z @7`%@8T| .@7 )@73הe?zSHF?zSH@@<JwF@<Jw@Y?ffffffDdnl@0hA[Y@ F?`kz]@Y@@8Q|x@8,xٖ@8{5I_@7;tOz@7i*]Mh?0̼,D\@$rcMAO\@CeF? H|@@;Jj e@8u@@:YKJ +@7K@5Je4@ffffffD4 XZc@x =A]gڶ@ nF?ﲫ@Y@@8Cod@8T?ſ@8d=@7ʯ-@7l9e7!@DR2@«=,AT@ֻ@!ERzF?u@Y@@6䤆z@7aUqk@7ka@7?\@7$0V,?E:La@FaAŃIE@L8dF?@@, X @,K2˓j@-^>\@+Զ%@+5 ?333333DƎ :@ŵ&Aa@ÚJvF?f:@Y@@6ݜ@78D@7aP @6|@6v@D+@vwAUǾf@!J>8WpF?/0@Y@@7~X@8 vy@8~Y@7x1@7?ffffffDbHb@#(»NAaXefd@W"TOF?,]O@Y@@7Glt@7Oإ@71rU@7l ?@6 ~@Dڪaq@3ZlnA`֩@ "_F?΅3t@Y@@8'%W@74U @8|I؂c@7,A7@7:L k@2}@FDUD@D襼@} +AUye@!,-qlIF?bw@Y@@7 zР@7t^@7˖@7NMQ@7,L;@ffffffD8Y"@N7@JAYmw@ ;VF?v @Y@@7ߏ&v@72m}@8WMjv@7i\o@7h岠@DW V$@v*A\'ՙO@ 57F?^"S@Y@@8j@8jY3Ѵ@9+@8=r @7Kgs?zSHF?s@?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f?D}%@RgyAYd w@ z.F?{@Y@@7޴\@7[F?o~=@Y@@7>x"m@86L&@8R)@7@7ս?^@ LYt[F@ L\4 @?앿ExF@ޤev@@ DM:Im@"!mA_],@ >;7F?٩@Y@@8|i/@829w@8oeo@797@7sd@<JwF@<Jw@Y?ffffffF@n;F@@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l@ '76F@W +@Y@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *?ffffffF?ffffff@Y?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$?FK::F@TB'U4?ZNmF?MUi@@$tNA@ Ԍ=@"4 Bn@ @$~s:?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@D*9@n8A]u/C@ lF?rq6@Y@@8DLW@8]XL@8}@7%(K@7lvPq?333333Ddnl@0hA[Y@ F?`kz]@Y@@8Q|x@8,xٖ@8{5I_@7;tOz@7i*]Mh@ffffffD u@/ȧvYA_T-`I@ ?CiF?R~@Y@@7z @7`%@8T| .@7 )@73הe@ D7p@*AY8N@ 8ڊF?P]@Y@@7@7@8T@7b@7iM"(@Dc6w@sIAWa_q:@! 4õF?ڐ +@Y@@8+I<@80wAS@8J@7Z@7$?陙EfF`@JxUPAJ'@V=$lF?陙@@/k@.Sl@0DRɑ@.IA3@-i }?ffffffF?ffffff@Y?DuU@,_!i`A`!CK&@ (΀tF?䵝yh@Y@@8 pGC@7 E@8gq@7{@77 Ȟv?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h "@?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f?0̼,F?ON@?E&@\;=n]At4'@jF?@@)i%J@)@)cL`@(S@(y?ffffffD@@cHA]߰U@ beAF?a=1@Y@@7g2 @7.@89/گ@7>0U@70~{?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@Da}-~@ABZAUvy&@!0/0@Y@@7ɦ @72{*@8)'@7\O[@7_V +@DY8@JSuAUHڽ<@!<_i1!F??gߏ@Y@@68Dt @7iJf@7x/@7FK] @7(i)@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP@ D@sTAWYPݴ@! +>TUF?>P3@Y@@8+%6@805@81@7q @7LC0 @ DwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP@D!:@nAYAU!a@!1H#YF?͞%@Y@@7v@7zi-'@7m@7TVT@71?ffffffE!N,@+Aչ`@PrF?ffffff@@(ýq@'\& @(n1@'pK@'*@ D_5@ A_x]@ 7DF?LfQm@Y@@8豒@86ӌO@8w1b@7ǩ@7t}Nsi@Dl@vg A]te[@ l*F?r +6P@Y@@8*cp@8w:Y@9;w,)@8@7~&?D,wJ@ܣPFAZ@ a@UF?[l7`]@Y@@7AHa@7QN@8kρ@7&Fe@7h:r/?333333DΣE@":PYAa5hoj@z F?Xe@Y@@6t0,K@6uN@7H.@6+F8@6Y:@DJ!@6ۧAW5%P<@!F? @Y@@66@7[@7Z@74*@7{C?앿ExF@kn@Y@ D Ҡg1y@^~yAX0@ "F?@Y@@8TUF?>P3@Y@@8+%6@805@81@7q @7LC0 ?陙Ef{@MA*<@Y_F?陙@@/[Dm@."@0Xa@.O|@-o[C@DM@DGAYp8@ ŠeF?h ԕ+@Y@@73s@7vܲ0?=@7Ň(4@7F[@7^@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI?D,wJ@ܣPFAZ@ a@UF?[l7`]@Y@@7AHa@7QN@8kρ@7&Fe@7h:r/@D+@vwAUǾf@!J>8WpF?/0@Y@@7~X@8 vy@8~Y@7x1@7@D0/@{=A^̵S^@ K7&F?>'!@Y@@8C@8g-8@97 (r@8.;4@7_N\?zSHF?C `@@Dc]k2 @k7EAXU@ =MF?Ov_خ@Y@@7zMN@7M@8PgF@7Z@7iWe,T?k"ɁF?k"Ɂ@@D{@AO ;@!YF?ȟ@@Y@@74C@8ǚD@8R690@7Xȁ$@7ԯy?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@ DwΖ@7lpATyj=v@!ZHF?|&V@@Y@@7t@8_sC@8wKU@7@7QK> I@D%Ԝ@8AY-*@ Ň~F?iQX(@Y@@7Zǟ@7SI@7ްg@7]Wl@7'\E?ffffffF@ +@Y@ Dmܸ@,A` :@ F?ŗN@Y@@8 +,@8Nz߲@8aq@7?.7@7|q8?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@<JwF@ >`@Y?ffffffE!N,@+Aչ`@PrF?ffffff@@(ýq@'\& @(n1@'pK@'*?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k?앿ExF@6qa@@Dc)@"A[)Ǎ@ ּF?np&@Y@@8h@8[p@8zF`@7ڪ@7i 6?ffffffF@xB0@Y@Y2F@.Q@Y?ffffffDv@+՘nAXQX@ }F?w{@Y@@7HJA@7>4@8Kh@7R@7iЊ)S?333333DΠ<×@!B=0Aa]":@Ec1F? D@Y@@6tPMv@6H튠@7i\@6d@6YyLj@D # #@)5AY_ @ TdF?c^t)@Y@@7`ʻD1@7Fx@73#@7cw@7,U@DC HD@3JdAU@!2F?޽X@Y@@6񥴸@7eKUՀ@7Az@7Auo{@7"6Y/@D39@wy`NA]ho^\A@ m}F?Ms@Y@@8Cdy@8@8@7ʴo$@7l?DEI@2hKA`aV,@ јx F?>P3@Y@@8jA;@7܅x@8r0:@7Q@78ߝ?EH+^Ab@l vAs8@$QF?`-@@1/Dd@2Bl@21@21`wW@3/v#?{[>F? @? QrF?b_T-@?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?ffffffF@ ]pM@Y?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@DOZr @ı3"AHU+@"eyͤF?T@Y@@7؇@80Pn@8P-e@8C@8 +"]?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?ECL@&4y8AtS~%\@t$>'F? ǎj@@2m@2 @2e@3 9@3;#`I? QrD\@$rcMAO\@w4r$F?"}}@@;gP`*:@8N@:['@7dc*8@5[@D/<̿@s6 DA]n .@ mlNfF?y (@Y@@8Dk@8)?¸@8`@7颮@7li?ffffffDIH#!@O.+}AT>#5@!PzF?Ms@Y@@7{XZ@8,@8{Uw@76/@7+a?DEI@2hKA`aV,@ јx F?>P3@Y@@8jA;@7܅x@8r0:@7Q@78ߝ?0̼,F?<.@?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@Y2F@鳍@Y@ DwΖ@7lpATyj=v@!ZHF?|&V@@Y@@7t@8_sC@8wKU@7@7QK> I?EAP@ As]j\a@y{F?аtqq@@24>@3@2gBO^@3) +C,@3W>>@D&~T@jH)/A]{XW@ l#SDF?l7`]y@Y@@8E_X@8̂˲@8q/N@7\ #@7l㤿K@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP?=]UF?s@@ DwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.@;:hF@Zy@Y?陙Efa@9_AOn1@UjF?陙@@/r@.24A@0i@.H7՛@-h-@DGf@7=hA[7li@ `,F?TɅo@Y@@8ܑ@8XN @8b~V@8t5@7?-?D,wJ@ܣPFAZ@ a@UF?[l7`]@Y@@7AHa@7QN@8kρ@7&Fe@7h:r/@DҖ+Y+@ +:#A`4 @ %@^F?tj~@Y@@959@86#FJ@9a\@8C%A@7&)@D19Җ@u+T@A]kWE@ muF?{z@@Y@@8CsЁa@8)@85L}U@7VV@7lCf?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD@Dc6w@sIAWa_q:@! 4õF?ڐ +@Y@@8+I<@80wAS@8J@7Z@7$@Dq@YjAXyk@ ,AF?뚪:э&@Y@@7GP@7\ XM@7F@72@7 0;:/?=]UF?faH@?E.=|\T@ 57 +AlFYb@L[BF?@ A͗F?KHӮ@Y@@7BB+I@7zaA'@8bН@7 @7h~0P?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h@Y@@8 !-@8&Xx@8\^n4@7L@7 *?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *@D|2%@!؂A_hөIk@ =*c1F?v@Y@@743@7́@8VCO@72p@7474>@;:hF@ a@Y@D @@+AX>U @ t%F?Q_@Y@@7,@7z-@7I2j@7MT v@7 X A?zSHF?zSH@?ffffffD0[&[;@(oAaU4&$@4VF?≋.}@Y@@7G @7N_d@7^@77vi@6]@D|2%@!؂A_hөIk@ =*c1F?v@Y@@743@7́@8VCO@72p@7474>?0̼,F?&@@Dl@R)A[Q @ I{F?qiB@Y@@89d@8xLP@8ze!@78@7i Aj@ D@sTAWYPݴ@! +>TUF?>P3@Y@@8+%6@805@81@7q @7LC0 @Dq5@ 7AX:1'{@ z*!F?9m @Y@@6C[@7[* @7#;@71km@7 Ê{?ffffffF?ffffff@Y?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?$ȟ@F?$ȟ@@?F?@?ffffffDwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*@ D7p@*AY8N@ 8ڊF?P]@Y@@7@7@8T@7b@7iM"(?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h@@Dk*og<@=aAX]h@ 墍F?rG@Y@@7?'nr@7/QE@7 >6@7Wć@7'U]f?zSHF?߻@?ffffffEu9Z@SWA>-Z@ +F?ffffff@@(O@'{ @([7@'qGm@'*t'?333333D;@/lAa0@ +,F?sպ@Y@@6r@i@6ajh@7>= @6/|s @6XE?k"ɁF?q@?D\@$rcMAO\@'F?@@;9*~@8B(?@:]mMN@7a@5ϧ1ڑ@D>@h-bAU( ࣄ@!FgIF?U=@Y@@7wX v @8!>@8wս@7c@7#-h@D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn@ LYt[F@J[@Y@Dg5 .i@5HAZT0S @ s'F?갞8@Y@@7O'@7@8eep@7N?@7hw'@D8D@|1.A`Ix@ fF?0@Y@@7ZJ9]@7`@8+@7TːzX@621KB?333333D;@/lAa0@ +,F?sպ@Y@@6r@i@6ajh@7>= @6/|s @6XE?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h@89R@77c`l@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(hF?D3ҕd@@DTg8n@6@xVAU vh@!//F?\>@Y@@8 !-@8&Xx@8\^n4@7L@7 *?{[>F?Ԏ(tP@@D(G}*@)܂2'cAU~s@!2$z, F?sPH@Y@@6y6@7fd&@7}w @7B^˗@7#U0?ɊfY-F?v_@@ffffffD u@/ȧvYA_T-`I@ ?CiF?R~@Y@@7z @7`%@8T| .@7 )@73הe@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ@D@B:@bA}A`?_tt@ +F!F?b@Y@@8#ߒOK@7ާ@8y!7@7/>@7:tȤn@D%+G@3EAWPN )@! +axHF?VϪ@Y@@8*dO<@8/'@8lpF@7/ @7#?ffffffDv@+՘nAXQX@ }F?w{@Y@@7HJA@7>4@8Kh@7R@7iЊ)S?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD@D|@X%AUիL@!37| +F??@Y@@8 +!1*~@8%r!|@8c,@7<"@7@@D|2%@!؂A_hөIk@ =*c1F?v@Y@@743@7́@8VCO@72p@7474>@DWH`y@AWy@ q}F?ͳ|@Y@@7'H7b\@7{@7^jD<@7O{ +T@7$M(@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI?{[>F?{[>@@Dc]k2 @k7EAXU@ =MF?Ov_خ@Y@@7zMN@7M@8PgF@7Z@7iWe,T?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p? QrD\@$rcMAO\@a F? Qr@@;@87@:Rp@7l g@57$@?F?۹Ϛ@?$ȟ@D\@$rcMAO\@:3 F?R @@<W, +@8E:@:g<$@7yIv+v@5w?0̼,F?0Q?@?D,wJ@ܣPFAZ@ a@UF?[l7`]@Y@@7AHa@7QN@8kρ@7&Fe@7h:r/@DHj;@qz{_AVknj>˜@!j+ʅF?Zx@Y@@7Pnp@7u:O@7F7@7Mb$,@7(CŸ?DR L9 R@`6Aao*~@®ZF?`N@Y@@7V Z@7V4z@72{4@7k"@6Z?ffffffF@V%@@DBF@HvA`=i@ 3+S F?8\g*@Y@@7t늫q@7H@8QK@7T|u;@6zꝄ?k"ɁF?k"Ɂ@?DƲL@#]=Aao@O&EF?CV@Y@@6ڽN@7>"@7^ @65~ea@6T À@Di.@b4r$.AW=iψ@!=vF?@Y@@7p@7d,F @7(g@7<˗>@77]@D 0\@jgR<AGsMZI@"[8F?Zq@Y@@75v@89O{@8SUz@8#,Q@8 k@2}@FDUD?333333E.z@EA,mG@'tF?333333@@*KrI@)Н .@*`jI@)xI@)Z[k@D(<"@fM'AV(+L$@!lQeF?[W>6@Y@@8o8k@8*ʍ@84Yk\@7@7:@DCoSp@V%XAUK}f60@!<SF?;5Xy@Y@@6R^@7gbϕʈ@7$+9@7D:@7&F?E7 0@jA;lK_@kF?@@)Ha@(.{@)F %@(G5$F~@(i#?zSHD\@$rcMAO\@/EWF?FC@@;v8@8W@:R{S@7o@5:?W?ffffffF?ffffff@Y@ D7p@*AY8N@ 8ڊF?P]@Y@@7@7@8T@7b@7iM"(@ DwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.? QrF? Qr@?ffffffDv@+՘nAXQX@ }F?w{@Y@@7HJA@7>4@8Kh@7R@7iЊ)S@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(hF?`V. +@Y@@7Zs<@8t@8t"@7G-@7{?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?EVƟ@A;^@\PF?ffffff@@(8,9@'Ɵ@(4i^$@'f>0@'6I"?DƲL@#]=Aao@O&EF?CV@Y@@6ڽN@7>"@7^ @65~ea@6T À?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?EVƟ@A;^@\PF?ffffff@@(8,9@'Ɵ@(4i^$@'f>0@'6I"?DEh[b@ -P*AX.@ U F?-b8-xF?@Y@@7]@7ZX@8Ufo@7&y@74 g@DsC?@ vKAV4c@!%2IF?R4@Y@@6F,@7`3@7 ԑ9@7;@7ցײ?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@ DwG@"2rb:AW1@!9(F? >lLY@Y@@8'~@8.ʼnV@8 & @7Mw@7.?333333DΣE@":PYAa5hoj@z F?Xe@Y@@6t0,K@6uN@7H.@6+F8@6Y:?DEh[b@ -P*AX.@ U F?-b8,AWF?啿Ew@Y@@7Z pt@7E%_@8TU@7,@74-?ffffffD\@$rcMAO\@i/F?Q@@;@8*!@:_}@7@5e p?F?@?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?EGb~j@DA[h[א@nEF?@@)G/@(f@)F0+w@(h@ A͗F?KHӮ@Y@@7BB+I@7zaA'@8bН@7 @7h~0P?333333Ddnl@0hA[Y@ F?`kz]@Y@@8Q|x@8,xٖ@8{5I_@7;tOz@7i*]Mh@D{@AO ;@!YF?ȟ@@Y@@74C@8ǚD@8R690@7Xȁ$@7ԯy?FL!Y<@`p){Bf!?h4F?#cV@@@y@ٷZR8@2S@@ D Ҡg1y@^~yAX0@ "F?@Y@@80U@70~{?333333DD!~@4 AaHq@`{9F? /^@Y@@6qC@6D=@7!@6[A@6XP?ffffffExbwu@SWA.l`U@ꎏ=F?ffffff@@(SEQ@'~;A@(]l@'qJ̓@'*wQ$?$ȟ@D\@$rcMAO\@&qF?$ȟ@@@<`o.@8c7&@:aɹ@7@5ER@D4C@]ĭeAY ͵j@ fq0F?e@x@Y@@7%}x@7p\f@7@7BB@75H?333333D+,7@tA`ymg>@ s)F?'RT`e@Y@@7k({@7&,@8GJ@7U)@6W'L?333333E\$[0@ߩRA"Μzp@ ֩ WF?333333@@*Fo@)*@*[ P@)Bw:@)Tm7*?DƲL@#]=Aao@O&EF?CV@Y@@6ڽN@7>"@7^ @65~ea@6T À@Dûr@$?AT7k@!D!jmF?]r@Y@@6Z6@7YbĶY@7@78AJ @7Q8? QrF? Qr@@$F@)3H+@Y?FY[wY@]ʬfB'!W7*%?bF?{m@@$vR"@&߶1@">$@*3@E?ffffffF?ffffff@Y?0̼,F?>3C@@ D@sTAWYPݴ@! +>TUF?>P3@Y@@8+%6@805@81@7q @7LC0 @Dl@R)A[Q @ I{F?qiB@Y@@89d@8xLP@8ze!@78@7i Aj?=]UF?܅iLtM@@ LYt[F@j@Y?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p?zSHF?'@@ LYt[F@p,@Y@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI?333333DuU@,_!i`A`!CK&@ (΀tF?䵝yh@Y@@8 pGC@7 E@8gq@7{@77 Ȟv@D]Ld@!̏jAYE6@ yxlBF?$/@Y@@7ViNz:@7@8^ϴJS @79̻@7hI@ DT0@G<"EAVyl<@! "F?]N @Y@@7c2B@7qZ@7r@7HW@7"4<@ DuV5@7!+wA`{pa@ EF?'/W@Y@@89*y4@8Kӽ@8I'z@7۲@7{ihŦ@ D Ҡg1y@^~yAX0@ "F?@Y@@8:2@@;߲@8'Ӕ@:V@7e<@5ЭtV-? QrD\@$rcMAO\@a F? Qr@@;@87@:Rp@7l g@57$@?DƄ)@ѕWAaK*q@VF? +@Y@@6]`Z@7@7a&p@6 p!Q@6V8r?zSHF?zSH@@;:hF@;:h@Y@D3=@a;ݩn AGl@"|}F?)r\>@Y@@73IB@89^/@8SÐ@8"ۡ@8{ +? QrF? Qr@?F?@@D+@vwAUǾf@!J>8WpF?/0@Y@@7~X@8 vy@8~Y@7x1@7@DA~@zZAGS,v@"9F?x@Y@@73y{ @8:S@8TJcJ@8$/2\@8.2@)-F@08ѷX@Y?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?FVB@]^+B']Z?*KF?\(@@$v.Ĥ @&D@"> k@2}@FDUD?zSHF?zSH@@1;.F@%$1@Y@D3Bl@w9MA]iR@ mk%PF?~6;@Y@@8C^V@8ݭE@8-9@7ʹhM@7l:8@ffffffD0}@].MAUx@!4Kmy;F?ȊG@Y@@8 b@8%P.@8d@7.~8@7?E 1d@\HAC&g@q5F?@@,rZ@,]d"@-&{Iɩ@+gy@+F+p@ffffffDq2h@ +aAWC@ ŵMF?y2@Y@@83_${@83b0`~@8nq@7;#@7 +S[?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f@ D Ҡg1y@^~yAX0@ "F?@Y@@8 I?0̼,D\@$rcMAO\@X|uF?@@;a@8@:\Y@72.@5c?k"ɁF?k"Ɂ@?0̼,F?23@@ D-wo@yA`e2@ ^;F?^޾@Y@@8@8QSv@8RƢld@74b@7}n@D,P5 +@p,)ҪA]rZp@ l>zF?tqp@Y@@8DB@8Az|n@8@Q'@70@7lhx@D܁/WT@u`QAU8!rQ@!>2FF?P ,k@Y@@7NF@7x#@@7W6@7SOi@733<?DY}\@  AY%T@ U#F?#cV@Y@@7v5:@7'3X@8^H@78@7hH n@Dc]k2 @k7EAXU@ =MF?Ov_خ@Y@@7zMN@7M@8PgF@7Z@7iWe,T@ D Ҡg1y@^~yAX0@ "F?@Y@@8@Y@@82.@8`@9!+@8#̀Դ@7M?ffffffE@nA1Agt@x4%@F?ffffff@@(v @'}u'@'=V@'v,4̟@'5#f@ Dx)5@mH]AWr[@!QlYџF?c^t*@Y@@80 V@81@8 @7@7H=?333333E3ٞ:@!/_AGa\]_@ +-1[F?#M@@4)@2@30(@1ם@0 'n@3ݗ+kF@6K:@Y?Es@MwOTA:hT@w= F?@@)9֯!@(m7@)=;@( L@(H*< \ No newline at end of file diff --git a/Test_Plots/iso_9.30_0.00_01000_m10_IBsecondary.fits b/Test_Plots/iso_9.30_0.00_01000_m10_IBsecondary.fits new file mode 100755 index 00000000..7374fc70 --- /dev/null +++ b/Test_Plots/iso_9.30_0.00_01000_m10_IBsecondary.fits @@ -0,0 +1,1785 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 114 / length of dimension 1 NAXIS2 = 4707 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 16 / number of table fields TTYPE1 = 'mass ' TFORM1 = 'D ' TUNIT1 = 'solMass ' TTYPE2 = 'log_a ' TFORM2 = 'D ' TUNIT2 = '' TTYPE3 = 'L ' TFORM3 = 'D ' TUNIT3 = 'W ' TTYPE4 = 'Teff ' TFORM4 = 'D ' TUNIT4 = 'K ' TTYPE5 = 'R ' TFORM5 = 'D ' TUNIT5 = 'm ' TTYPE6 = 'logg ' TFORM6 = 'D ' TUNIT6 = '' TTYPE7 = 'isWR ' TFORM7 = 'L ' TTYPE8 = 'mass_current' TFORM8 = 'D ' TUNIT8 = 'solMass ' TTYPE9 = 'phase ' TFORM9 = 'D ' TTYPE10 = 'merged ' TFORM10 = 'L ' TTYPE11 = 'source ' TFORM11 = 'K ' TTYPE12 = 'm_ubv_U ' TFORM12 = 'D ' TTYPE13 = 'm_ubv_V ' TFORM13 = 'D ' TTYPE14 = 'm_ubv_B ' TFORM14 = 'D ' TTYPE15 = 'm_ubv_R ' TFORM15 = 'D ' TTYPE16 = 'm_ubv_I ' TFORM16 = 'D ' REDLAW = 'N09 ' ATMFUNC = 'get_merged_atmosphere' EVOMODEL= 'BPASS ' LOGAGE = 9.300000000000001 AKS = 0.0 DISTANCE= 1000 METAL_IN= -1.0 HIERARCH METAL_ACT = -1.0 WAVEMIN = 3000 WAVEMAX = 52000 END ??Ui8/E/Y@@ھA}Z@F?62+@F@*OuS@*vA@+ +z@*[|@* K61?=k`Fk:G@`/B'2>)?7$F?@F@$t3I_2_@)3@">I0@OK@J I?fffffgNdCES@.sAcE@/V0F?$-fj@F@)5y@)m'>@)0x@)O@)o?@ ?֯~DGj?@ftX!AXV9:@ s F?8@Y@F@8<2@86Wd@8 @7Gv@7x@zG|?s"`E^Xx/c@ʇ\A7@%U?ffffff?ڍDEx3la@PBAHRRxS@ę_ȀF?ffffff@F@( +Ub@'[Q-e@'C+|@'q跚{@'59@sc@ 333333?ѵ`EJY&f@^AYT#@a"rF@y[5@F@!+0 @!Ïg TC@!f~@!,l@!LдU?Gz?eܕLFXT@TF0D}M+@AXIt`@ ؂@l:F?-w1@Y@F@7?Jv@7@70E @7Swyb@7!3"4?zG?A٬{KpE?\z@4)Adž4KN@mF?$/@F@)ݠÆ@)\!xE@)δ}3@){7@)\5J2F@@F@'̜>[@'9+@'3@'6S@'tal}?GzHa*FXT?=p +>??EǾZ"@ºvABvi@[ xUCF@@F@&hn@&4?[<@&Ւ}@&{@&ic?GzH@EG.@j="Ad@7SF?f^@F@,F0[@,5ϑ@- jxy@+hcj@+ L?bFXDW}<_@O[AR@]!_F?@F@;+Mtm@7lЅ@9%@6C@5TׄF4@ ?J?fD=2@bAY0@ w#F?Pܜ@Y@F@7=D*@7tD)@8SP@7'v@7i]? +=p ?zZL FXT??/Eeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/?33333366SEC36?3@~XAbs@1F?333333@F@3Wf@1f.@2~6@0P(@0Es?333333?*<*E8\|@ n݇(Aln@wF?333333@F@5@[@2 ܕ~@4z@2 +}O@0d}+??X BEe"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w? Et#@<0Aַ6b@@DRQvF?' 3v@F@'>@&Q@G@&ub@&Y-@0˥"EcN@w`A%A@$F?9䣃@F@/u@/,tҬ@@/@.i@.5M0@ߺWDBl~@ۿ2A[ @ DRIF?q@Y@F@8?c@8{@8zj@7F@7iz@?333334!,E0 +|N@K)Aȏk@~^VaF?WiJ@F@*'aa@*I+ބ@*Ϻ@* Dsqj@)(j?333333?<$D$@0=Aa@贃EF?,<@Y@F@6rmV@6!c@7kႥ>@6$K }@6Xuu[?zG|@9mFXT@ះ@D0(@q4LU AXh'@ ⳟW$QF?o.@Y@F@7+UNp@7xG'4@7VM@7JS$@75ȴ?ͿoEQ&J@hM)A}ҏb@u=\F?ٶ@F@%R@@%LjB@%Rp@%&_@%`7;??Oj E(P@x2 ARƀ@ ]F?@F@5={@3 =@4l=QX2@2exW@1y%\*@?ہ|nPDl@"*$A\{(@ πhF?p +=q@Y@F@8*X/@8 `C.@84L@77~o@7jQJ@?|"dDԳ@/&A\sc@ 0F?hۋq @Y@F@8+"qW8@8 I X@8 @74ee@7jښ?Ϳ- ՅEQ&J@¸]x/AmDU@?ށF?a& %9u@F@%96@%è @%l@%$m@%M ?zG|Ĕ+LFXT@ ?'pa1D*X@M: AYx m@ G쥏F?]$D@Y@F@7坧J1@7׿J@8[qS@74@7h5?7PФE9K߿@ȁAqQ[@T0M\CF?ҳ,@Y@F@1śN@3 f|@2i@3r*g@39kuY@333333?sEѺeg@YJeA̸s0.Z@%65F@Cco;!@F@%~L@&vZ4@&'@&4G@&+A?Ϳ͕EQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛?ffffff?Gi5ET8s"a@z8 JAM\@?JF?ffffff@F@1y(@0~@1Q"z@08@.ݱ0!@zG|?&<2VHE^Xx/c@;ANӨ9@Ro|F@zG{@F@$ +@%pQ@%}yB(d@%C Yl@&Փ`@ ?)LD s$%@eӁч9AX2z@ HlF?B@Y@F@8<@86_*x@8-J_<@7Kh @7faV@?"XEq2!@̇P%A|'@1~F@QT?v@F@$&ת@&*#.@% 1R@&C?R@&X"@fffffg?lȵE,Y&@iA.]@y%[AF@ffffff@F@$-B-@%D%@%Q`@%]j_@%P=M?Q'P"AS#Y@YS<7F?Q@F@:AVnv@6cg@82@6vOi@4k@ aOv/D}IƂi@GAvA`ҕ@ 册lF?5inX/@Y@F@8̈́%@8[[Խ@9Pb$@7iB@7ζr?\(Zo @EVx)@lvAOv @bF?\(@F@29ճP@0h@1vz +F~@0ыJ|@. ??s0Ef&@oH!AFG@eZF?@F@)}k[x@)OPϯ@)rqzq @)F\h5@):uA1}?GzHmjkP: EYw@!AmW+2@vF?M@F@,US@+@,'@+BTp+@*x]0!?3333337E- @k6A4`@d#@%F? >lLY@F@-*2-@/L)*=@.k@/~_:\@/2(Y??PE1D@d .Q6AXpB6@VFF?@F@46VQ@2 W@3џ|@1&#@1j?GzHqs6FXT?333333?w1E̸4@ Aڟ\6X@ 'F?333333@F@+(j4<@*,7@+Ss@*f @*-8S?GzT GE`TQ@0EOA$V@sF?Gz@F@1=%@0 mHH@0F/W@/%U/@-{'!?.*^{@Eh,u@ GYAǽKM@;TNPF?1@F@(VYQl@(w@( ۮ@(6C@(Yuk? +=p ?d FXT@333334?5 E~[V@w:J!Am@ݒ+lF@RC@F@#UZ]h@#ז~!p@#ؒs@#A@#` ??ЙΩFg&@`/B'Q?F?lvK@F@$t6 @)>t@">N e1@Z@JIJ4B?Q?j%E2:>+@~@IYAɶKc +@+GJF?H;@F@'=D˅_@'(ؿ@'x@'B@'(;?޸Q:ӶE " E@[A*@ÊF?޸Q@F@9@5F@7@4~{h@2&:,? +=p?却DWj@lA#/L@A8'?F? +=p@F@9Ʊ@6o߱@8Rh#%/@5@4\..nu?Gzῲo FXT@B8DK\7@ZA[n@ 6WF?d0+@j@Y@F@8@)@8cv@8{S;@7"}@7i&- +@ ̿ۇ[b@FdHa@ۤBܔARSƀ@ {F@!q!%@F@ T@ Ls@ D6@ _j@ 5?ffffffړ~ֹE5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58@Km@ F^F?K]c@Y@F@7A Z@7ή}@8d^dw~@7І +@7hxٟ?񙙙W-E$7<8@&CA}@VWfF?Q֌i@F@+˨9)@+\D@+6^@*?@*?UHE1H6@]ī, .A?3@X&dF?:@F@4l@2@3+@1<@1aA??薰Av`EQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛?'E Yֻ@5Ajy@$փF?@Y@F@3k @4n!@4nPx@4e4*@4nvR@?Ӻ| EZZ7]@m3AFO=@@_F@3f@F@"PD@"|@"a@"D@"ͽx?̿)<1hErGਂ@TfAm,@QT1lF?1a@F@.#^@-E/ @.o <@-E*a+@,w? +=p5Esx&@yIhAhɤ@F? +=p@F@,{{Z@,!7 +}@,ܭ@+u@+szO? +=pAE(^Q@q9^AD}@6F? +=p@F@8%Q$߄?@4ح@6mۖX@3z\k@1;>Q@ Y F!(@b#A \R@2GF@(e@F@ goZc@!$7@!~Xq +@!Յ@!'?ͿϚ1'FXT?zG|kא9FXT@ 333333?1೒ 4E$p@GAް1.Ci@HE7 QF@*#@F@"^?e:@#l7-w@#2,8H@#]!@#`^@?^#m D5@@yb[A]e.Ã6@ nF{F?炔VW@Y@F@8C%@8-@8P@7ʗ·@7l,@-~Dh2@힯);qA_AH@ 0ȩF?X@Y@F@9$]@@8T@9Tf{|@8<,@7:p@7w'E$Xl]g@XɡǾAeֺvn@(EF@ +k;25@F@$@$6@$+|Hn@$xE[@$bGW1?(\)?lEuձ@l)Q@ ܰ kAV=Fw-@!"| F?4\@Y@F@6lB@7Sd 1]@7ր@7/ȼd@7Ӌ4?\([vSFEqS2 @AĆc"Fg@djUF?\(\@F@/ ϭ@-@!@/G@-PW@,emV?\(.EVx)@lvAOv @bF?\(@F@29ճP@0h@1vz +F~@0ыJ|@. ?zG|?٪[ E9O֑@Ց Axll@ٚTF?D(M@F@*c @*|6@*TH(@*C @)v#?QRC 4EX@9AK@E^F?QR@F@7=@5P(O2@6΋@4yu@3Sog)??WEe"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w?Gz3PFXT?6vDW}<_@O[AR@]!_F?@F@;+Mtm@7lЅ@9%@6C@5TׄF4??ePEeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/?=p +=?/cȠE[Y@C)AR`@& F?=p +=@F@+~%@+WY|@+ﭵFY@*e@K@*Y.)U?p +=p?ȹm8 Eّo@y!ADY=@molF@ftF@F@&5 r @':XMB@'(q̊[@'C[@'W??XV`ոFg&@`/B'Q?F?lvK@F@$t6 @)>t@">N e1@Z@JIJ4B?񙙙`.<ED]@gޱAؼn@C1qF?񼘢"@F@+6]@+gC@,:!MG@+}J@*(2?̿M?|EQ&J@,Ms{A<Y@$F?q@F@%Y@%C%?@%絞@%]m@%=I?ٙkxFXT@Q?~E5@{\LA Ź@̅F@F6l@F@$akZ{@& +[@%dm@&*L2\@&b5Fƻ?QR?fؙ)FXT?zG?ыHE?\z@3ޛA{}A>@4F?zG@F@)ݽΘ@)([@)9DZ@){@)]NA#??ZE(P@x2 ARƀ@ ]F?@F@5={@3 =@4l=QX2@2exW@1y%\*? HnTE1i|@c`oAf9T@U~ +F?X~J@F@4/@2d@3?^s%@1PG@1Flͤ?Q?Ռt EDF@~!Aѿ=)@b{`F?Q@F@'R>@'@@'L 2Z@'>gBwJ@'9:=?񙙙@FhEu@Ƙ+UAz@n$JayF?񙙙@F@+@++ }@+jn@*ΰD@*Sٶ ?(\)?mE!@4:Aɒ̨ =@lt&F?(\)@F@)wk@)FR@)2)5@)v=HE@)A#I? +=p 3PFXT@ :̗P0D7oe@s\VAWzD@ FHF?0+@jU@Y@F@7w @7qD@7鮭<@7EK!@7I'?Q?l]E#.}@YIlAMYE@"F?Q@F@6d@@4tH,@51v@35@2R0+?\([Y! +EqS2 @AĆc"Fg@djUF?\(\@F@/ ϭ@-@!@/G@-PW@,emV?QiPE1pIzg@>&Au@灺F?Q@F@6n@3wD@5h"bt[@21,@1-sWH?Q?ӷBEDF@~!Aѿ=)@b{`F?Q@F@'R>@'@@'L 2Z@'>gBwJ@'9:=??v2HD/NK@IȽAaX$@oWaF?ul@Y@F@7dr@7\1&@7ѽ @7Ok,@6܈"B?\(ÿ20GD\+E@+A <,@eJa6zF?\(@F@8iz@5RE@7:8Brj@4 @3뾅2?ffffff??TpE5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58?Ϳv pEeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/@?ͽADzxƛ)@P$AVo&#@!AmڦF?!-w2@Y@F@7*cH@7ɀu@7Ȝس!g@7\ن@75z8Z?\(5K\lEVx)@lvAOv @bF?\(@F@29ճP@0h@1vz +F~@0ыJ|@. @:o`DYx@=/A`hw@ @{F?̷D@Y@F@9Ou]t@8 '@9u[k>@8M@@7Ž@ _DF&MUl@Q;AWܚl{@ @F?Wx-8G@Y@F@6|b@7L2%3@7@7%l@7n E?333333?bIlEC36?3@~XAbs@1F?333333@F@3Wf@1f.@2~6@0P(@0Es@ps Ec1@ߣA@@F@˰yF@F@%^@%ʱ +DK@%ǴY@%;uK@%@?ּD_P8~@C-.AV8uC +@!CHiF?m8Y@Y@F@7!íaHW@7}t@7G%@7S WV:@7*dga:?Q?ҳFWHEь𩎣@M\JbA5K@#"7F?Q@F@+~@+(el@+@*̴@*\IU@333333}F,֐9@̈RdBSA萒6@}KF@8F4@F@"*-z@!ϴT@ x%@!,\X@!fM4q=b? +=p +?(U=ENG9`@:AԶr@D{F? +=p +@F@3GP8<@1MVn@2,R@0c@/1}?zGyNFXT@?: ޥE柦URk@$SA3?K@d8e,F@@F@#P@@$qM@$= ?@$ @$sKĘ??h:&FE/Y@I̷Aߛ @s n!F?@F@*h@*LT@+?=TU@*\>6b@* +2hjK?333334THFXT?zG|?%?`FXT@ anpDëa)@A &gAVU3܃@!8-F?zG@Y@F@6g@7Pۡ@7$A6Z@7- =f;m@7c?333333#E8\|@ n݇(Aln@wF?333333@F@5@[@2 ܕ~@4z@2 +}O@0d}+?陙lp~]@F@!xk@"yg`@"@1@"T.s@"Z=,G?GzG?N!SEdi` +@wjAQd=@FF?GzH@F@)?@)k@)sH"A@)˅aJ@)\@?@KD[ +zIg@o}ATShM@!T8-uF?_{@Y@F@7g*Sj@8Mp@8yč +@7@7Ef@ ?Q )D&@fΕ@A`kn@ Q ʛF?,{ Z\@Y@F@9E"iAFl@84&}@9mzL@8I2lZ>E@7z2h? +=p [5>ENG9`@:AԶr@D{F? +=p +@F@3GP8<@1MVn@2,R@0c@/1}@zG?v5E7%h%@hߢfAq@syBF@zG@F@#ܬ@%79M@$@%MZ~@%Yy@? yE~z@W̞Ax7,@>ݽ|F@ en@F@'nҜ@'-6@'2;ai@'N-*I@'2@?ffffffx,E5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58@ ^*D@ + * AWZ@ ԉ%F?Y2 @Y@F@7 q$Z@7gb!@7ʼnl@7=@v@7 Jg?qs6E<2X@`A`rO=@/KF?s1ٙ@F@)G\D1@)c@)=__x@)l%U)@)U @?p܏DxT@v$.A`C@ fF?F4A@Y@F@80h@8NE@8ׇ@7ɑ@7|Cǩu?Q냮zsÒFXT??w +Ee"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w@zG|?k`E^Xx/c@;ANӨ9@Ro|F@zG{@F@$ +@%pQ@%}yB(d@%C Yl@&Փ`@ 4D8cv@d፷\A`CYꊈ@ "kF?wY@Y@F@8ұ@8D1@89'@7I&@7y$@ b9GD1)@NdAWMQ@ w!F?Lnm@Y@F@6ӽ_@7X|ؓ@7)@7/5[x@7 g@?iTiIJD;o@2OA]]@ nBkF? +(w@Y@F@8B[GB@84z`,@8"@7X@i@7lF? +=p W}A8FXT?=p +=u@4Q@4j=Z?333334⃑BjTECBO@#Ay@v +F?e%D@F@3vƜA\@1W~@2ʺ@1 fP@0ACl??v؟QFg&@`/B'Q?F?lvK@F@$t6 @)>t@">N e1@Z@JIJ4B?ޒa8*EZvF@7f:e Aɺ\ޚ@($s F?i@F@-jqQ:hO@,=5@-f@,t`@+(/{n@?NuDP#h @2v?ə?|(E`a9@vdA;B!@8@/0I@-)Z@,3@?-6F7c$@Q?6A< >w@(mF@p3@F@C@!zU@!-V@! $@"C}?%`E8O%@? PqADK "@:,F?`Z@F@*40@)J`@*?C8 @)y@)}ȭZ?333333?\TpE "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw?GzH?8fEG@hTsemAƒS%@ARFF?GzH@F@+Q}/@+ +H@,;+@+0Tq@*"?c?333333?| +l:E̸4@EݡA؍@E}F?e,2@F@+(v6@*u@+UΤ@*1oI@*+|@ 2 DX(@{AWs @ mP3yF?_@@Y@F@7Q +@7lHZ@7@7A4JA9@7]B?̿E(O`@5GA˽6ׁ@QF?4,@F@5mrt@3N;@4SӇ^@2Sgx:@1zMI@333333!E͈@.JߐA|.@b1F@ul@F@%"@&owH@&AY@&ҭ"@&?{@?ͲrE&,@<2A}O9@ÐQseOF@\ޗ@F@"FG[K@$ڔVL@#ơF@$<#@$@˲h??Ft (E/Y@I̷Aߛ @s n!F?@F@*h@*LT@+?=TU@*\>6b@* +2hjK??ө[6'Eeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/?\([?kMEqS2 @AĆc"Fg@djUF?\(\@F@/ ϭ@-@!@/G@-PW@,emV?޸Q ~Z E " E@[A*@ÊF?޸Q@F@9@5F@7@4~{h@2&:,@#>2D<[<@ъAX  @ qF?%1@Y@F@7NkFK@7үd@7,@7\EzJ@7)4?Gz P>FXT@ 'D`{ξ@^=(A^@ Gؚ,F?bb˧3@Y@F@9qY@88Ӑ@9;ƢP@80Li@7Yh@ +ffffff?}O@E쪕h +@Ǜ)A)@@ 2rF@ +#9@F@#Nh@%{O@$աcR@%=ހqP@%4\}?p +=prwFXT@?D;o@2OA]]@ nBkF? +(w@Y@F@8B[GB@84z`,@8"@7X@i@7lF??mEu D@áA@@+j@{f}WF?@F@(J:G@( vւ@(aK@(8~8k@((AĔ@ _D(ֿ@:A`e/5~@ #AiF?82vtc@Y@F@8ϐM@8H3hx@8xD@@71c@7zwGg:?333334@rEoy@u AwiG@@di7F?3UӍ@F@6h @4Q˲@5yaJ@3T@2sz?zG|gkFEYղD@^":A os@LF?Ҫ@F@*s97@*xh]П1@*6=0@*=T6@)7Yb ?θQMVl}NE ػ$%@QՋϤAL@17F?θQ@F@7N3+3 U@4ð$@6Cm3ŽR@3l@2?QR?ՋyEO @@EOAʓYZ@ɦ bF?QR@F@(kϲک@(e3@(que%|&@(ex~@(f+Q?333333?lSBhEC36?3@~XAbs@1F?333333@F@3Wf@1f.@2~6@0P(@0Es@ ?D\Db?@u.cB4AW-@ x#F?xF]d@Y@F@7;e`@7.@7҇Yn@7[hl\@7-7#@𭣩E菏>@ (]gHAAT#@5W9F@!y|ß@F@#@#ׁ_Ś@#30@#Ti@$RA? +=p +Қ<EEOc@IGA4mA@F? +=p +@F@6FSGZ@3Sp@5T O@3""$@2cw??- E1D@d .Q6AXpB6@VFF?@F@46VQ@2 W@3џ|@1&#@1j?ffffff? y?Dtb@o>G[Aaw@QF?+@Y@F@7U1ق@7])J@88s8@7cl]@7rۏ@?옸XhDgYMG@\QXAZS4g@ mF?걅H@Y@F@7;P@7d1@7:Y%@T`Dð" @*JȬAYDz$o@ J F?n@Y@F@68*b0@7@[8@7h>@7G@6)Ĕj@?؛jgD]#@iNIPAVU@!F?fEc+@(ׅ>L @)=0b@( f@(Y/??@qƕEW/KL@%dA[E{] @YpaF?2@F@))A@(Qpy @) [#@(Ə@(xA"?GzVE`TQ@0EOA$V@sF?Gz@F@1=%@0 mHH@0F/W@/%U/@-{'!@?9t D{%}@AA[j{G@ -RF?i;y@Y@F@8zM@8[*uG@8B_I5@8 +o=v@7J?333333?ڋpְDrH'%@1ռAa7@f0KYF?wpy@Y@F@6qu@6p/@7F7 @6@6Xzb?Q??#E#.}@YIlAMYE@"F?Q@F@6d@@4tH,@51v@35@2R0+?\(?ݬ (Ep]/@℟A_K@ܾϲUF? -=@F@,O-@+. @,vEb@+jy!1@+n~?Q7f@/D5'`b@>"AS#Y@YS<7F?Q@F@:AVnv@6cg@82@6vOi@4k? +=p ?KapFXT?Gz?/;7@FXT?333334G1EC2[7@:6AHP4@ܰ[-F?:p>V|@F@3:VU\@1q1@2v,b@1D@0DB8\Q@p +=q?4 r\EފTޘ@xH{ +A£+@ic9{F@p +=q@F@$7ͪ@$ l@$6 @%t@%'7R(#@hTHD"3@G^&A[jJA@ ]qF?u g@Y@F@8ߴ@8Pl@8z"$NQ@7f~L:@7iRS??+@EB^@MR{AK$~@qF?@F@4bU@2-Fӫ@3j@1^ÖJ@0Oy?Q6? E1pIzg@>&Au@灺F?Q@F@6n@3wD@5h"bt[@21,@1-sWH?=p +=^+pE[Y@:}XlAapN@;^F?Vs>r@F@+%>@+W$@+Tgg@*H5@*`!O{?zG|?nbFXT?cY'E,`j@=6A㣻Jz}y@?F@ *j@F@&v@&A#㐍-@&aJk^@%B9@%UY@ ̿8T +5FdHa@SWVA/S@F@K\90@F@ ˯@!WhO@!p@" zJ@"FIV ?޸Q~cZ^E " E@[A*@ÊF?޸Q@F@9@5F@7@4~{h@2&:,@?: +DjZo@semcAVK<@!1T7F?r ě@Y@F@8n@8,/W'@8J@7@7q?GztX$E`TQ@0EOA$V@sF?Gz@F@1=%@0 mHH@0F/W@/%U/@-{'!?ffffff@9mFXT?GzHZ fFXT@zG|:=ҌE1J@R'HAvՂD@l2F@ +CKK@F@$/׏-m@%䷭u@$ӠCyC@%J,f@%:*+s?Gz+O E`TQ@0EOA$V@sF?Gz@F@1=%@0 mHH@0F/W@/%U/@-{'!?ͿkmREQ&J@@)A(5@Km̭F@ղN@F@%V@%l@%>FE@%-ua@%~J?Gz?84_j0E$ <ΝE@hA?6@HB F?Gz@F@5la@3j0@4'lv@2H@1g?p +=p?rFXT?333333Wg_,?pE8\|@ n݇(Aln@wF?333333@F@5@[@2 ܕ~@4z@2 +}O@0d}+?ٙ@2ԓ+FXT?QR?/FpEO @@EOAʓYZ@ɦ bF?QR@F@(kϲک@(e3@(que%|&@(ex~@(f+Q??B.,FXT@ ?ıSPD$x@x+A[y<@ @C_.F?7ɚ%@Y@F@8~Z@8W`N@8@86^@7hD(?񙙙?ludkEu@Ƙ+UAz@n$JayF?񙙙@F@+@++ }@+jn@*ΰD@*Sٶ ? +=p?+,DWj@lA#/L@A8'?F? +=p@F@9Ʊ@6o߱@8Rh#%/@5@4\..nu?\([zR(EqS2 @AĆc"Fg@djUF?\(\@F@/ ϭ@-@!@/G@-PW@,emV?陙hYEbOՖS@ztXA@_rjXF?q@F@0f;eeu@/|z@0s@.X{@-]=q??8wF?ᰉ@Y@F@7V3/@7C9@8Tʲ(@7@74Zf?ə?y差EE,@YeUA9Μ@8{=kOF?ə@F@7a˨@5.eV@6bI@4YB\h@36T8۔?333333p_}n2Ef2A@ AƲXwt@܎9*F?k7X@F@+j@+0I'l@+C@*:fwS@*j[ ?񙙙/=Eu@Ƙ+UAz@n$JayF?񙙙@F@+@++ }@+jn@*ΰD@*Sٶ ?əN_9$E`a9@vdA;B!@8"AS#Y@YS<7F?Q@F@:AVnv@6cg@82@6vOi@4k@?6YED|9 @fAZ0) @ ,hF?{J#9@Y@F@8z=@8O{@8x9@8ll4@7OEm' ?GzH0FXT?Qa1딄Eь𩎣@M\JbA5K@#"7F?Q@F@+~@+(el@+@*̴@*\IU?j(ftE^@WD'Aɒr ( @`@8W@78"h^l@7&ng@ +ffffff F7@VA@ՅaF@ SE @F@!?s@"dC]F@"%^(@"yG#K@"&"?333333?0E "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw?\(PB +E ݮ@P%nqANQ'@[7sSF?\(@F@5'^o@3@5@2&?(@1?Q?RE1pIzg@>&Au@灺F?Q@F@6n@3wD@5h"bt[@21,@1-sWH?Ꮳ;)E&@ЊވUAm=ό@aF?^޽@Y@F@2J@3 @3deu@3.yK@3i ???&mEgX@`AŐ_ +@44F?@F@, @,H2"@-IUU@+,R_@+2{i@?+D@μA_xc@ 2̵ F?e%1@Y@F@8E:@8:Q7c(@8 @7QF@7u U?޸Q@9mFXT@ +=p ?׮WW@E^ř@ɘkAh3l=@YW}{F@%Vѝ@F@#.V@$ʐ@#Ac@$7-@$CJn?333334HO˴E+=2WV@u1$A࿙@嵵_F?7x@/|N@0rG5@.$@-˵qh@ZǑJD3W4q=@ (AYĠ>1@ */F?7KƧ@Y@F@70]@@7s=:|@7"綅@7Bq@740?陙?0":]|Ef@]XA5-sLB@Z&HbF?陙@F@/Or@.k@0Ɵj @.Nxno@-nl$T?\(?h0Ep]/@ +ńA4&Z@!^_F?zT@F@,N)Y@+ฐ@,[1@+g[@+C F@ʧֺ@F@&ב1{~@&N@&V@&1hX@'L@fffffg?󜮿4E,Y&@iA.]@y%[AF@ffffff@F@$-B-@%D%@%Q`@%]j_@%P=M@ Svpd@-%@OD1 @#JAW#@! K=Ԏ F?P]q@Y@F@7*$q/@7 +@7@7W2Q|@7-ƙKo|?ffffff?գzE>|~@&ӻ:A˴z>@ǪE;F?ffffff@F@+u@+n@,Uw@+mR@*o @ͿD'=M}@X)CAaq@ $IF?n@Y@F@8?D|1@7Ӌ@8lG@7A t&@7>~ ??0=+JE1Z@` +sA}"@Z] F?@F@4I4.@2/@3.\T@1<@1A?QisuD{:@,SU^uA.7@YeF?Q@F@9O:R@6M= @7D@5inQm@4 jU?QRඉ +EJPh}y@+m$AxЮ@̰F?QR@F@6D@3j/@5(\@2?@1 @?:sD7ӬE@i=A^Dfw!@ XUF?Y5;O@Y@F@8[ݴ_'@8#h#@8F?9䣃'@Y@F@6}Zw%@7ZE%@7@75]@7#?θQ8<ڢE ػ$%@QՋϤA@oF?θQ@F@7N65A0@4óU@6Cp1(T@3ni@2;)?< {2Eu|ef @AAAA1@BF?\m?@F@(܊l0@({e4'@(|V@(Qi@(!x?񙙙.Eu@Ƙ+UAz@n$JayF?񙙙@F@+@++ }@+jn@*ΰD@*Sٶ ?QP+Eh!Ч@AHMS@*BF?Q@F@0RJ"@.` +@0Cwޞ@.+=nB@-n?Ϳӌ5)EQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛?333334?ޡ} @EBte@SJA| @Bs&F?333333@F@3)@17@2(U@@0Жi,@0K@bFg,F@χ<7A=W@޿BF@hQ"1@F@:T f@ (@ x)}<@ WQd;@!*qjA?Gz?`^ TE$ <ΝE@hA?6@HB F?Gz@F@5la@3j0@4'lv@2H@1g?θQ?+8E ػ$%@QՋϤAL@17F?θQ@F@7N3+3 U@4ð$@6Cm3ŽR@3l@2?333334?;FVaEy+@IkA&@mծF?333333@F@*p^s@*dgtQM@*e-t@*%(z@)\3?333334D FXT@Ϳ KF"[n@3uFA38C\@!~F@mT1 +@F@:/@/@t@*5x@ 18z?Q=lsEp"ِ@͗EAPb/@{jF?Q@F@/xd(1@.>@/0I@-)Z@,3?ffffff? +EJcu@ cAX^@IJF?ffffff@F@3j xC@1*>z@2)@09GV@/XlXC??HjE[+|@AOA@yǃF?< V@F@0!Ҡ@0!uiJ@0bp6@/v @.cO?(\)?c<FXT? +=p?"ŰEޖ@:AŘг*@F? +=p@F@,m&O@,g+ @,́!IQ@+srgXD@+ ,>*?zG|ef"\E@ &@.sA7HU7@Hw@0dYQ?Q?"ɿYD{:@,SU^uA.7@YeF?Q@F@9O:R@6M= @7D@5inQm@4 jU@ +M`D,F@ƒ%$2AVjO\@!x,ۘF?w\¹@Y@F@66f@774@7j@&O{@7W@6X;@ ?~TD=2@bAY0@ w#F?Pܜ@Y@F@7=D*@7tD)@8SP@7'v@7i]?GzH?ݐFXT@zG?6[@E7%h%@;"fAt2@q\F@P;N@F@#mXp@$BDYW@$\/@% +&@%HB@fffffg?DE,Y&@iA.]@y%[AF@ffffff@F@$-B-@%D%@%Q`@%]j_@%P=M@ 1AʿpEijo@`OVA?z@< DF@ o@F@""$-@$ -xN@#%Z@$$#@$_sD ?zG|=|E?:c@37$a A}Ar@MηCF@ I@F@)+4h@)fͺ@)Ip@)60@(g?/0E1D@d .Q6AXpB6@VFF?@F@46VQ@2 W@3џ|@1&#@1j??AmvE1H6@aVٝA*hA@Y8ڨF?@F@4Q@2aM@3@1^d@1o'_??PThEe"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w@?i:@Eڳ @ћQA'2W>@9KF@@F@"@$7)j@#>:@$ZW@$7)@ffffffؿ!:D}L@2zA_P[Vn@ ?r"F?4X @Y@F@7v,@7S^5@8Te@7@73Hz$@~'&Dz4P@)AWeNw@! /F?/D)@Y@F@7M߿@7r̮=@7q>L`@7H.L@7!O4@ + +=p?E@E( j@`U}A?\`@KSc3F@ Nv@F@" @3@#Q&EA@#Y@#hV{N@#yXb•@%XhD_5R@hTAAWm Lu@!tu3F?4n@Y@F@7:{aż@7R3hzT@7da@7]XǠ@70h3p?GzSM&nE`TQ@0EOA$V@sF?Gz@F@1=%@0 mHH@0F/W@/%U/@-{'!@ v=%Dѕ@SRA^Ew3@ @ XMhF?梱pO4@Y@F@8eiF@8 +@9*[C@8'Sx @7]w38?AFXT?333333?$8E)VR:0!@wsA}@@TF?333333@F@6IJ@4P&Aj@5)O@3_,*@2r~??dDƾ` a@,,RDSAapb @3%F?(M@Y@F@6ҔC@74@7^H~@6ʛ[ @6>w@?؛0D;o@2OA]]@ nBkF? +(w@Y@F@8B[GB@84z`,@8"@7X@i@7lF??RdEeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/?zG{? @E܁^j@gA۔@k;mF?zG{@F@'Үu@'"&@'Ü@'[k<@'P@?Xz@2)@09GV@/XlXC@333334LI F 8p@@EDaaAwdC@oYF@q8%;@F@˦?@ u }أ@ 8@ @ ߗ{?\(¿ْ=EZ@\q]AWr@;F?%]:*@F@(T#P@(^w5~7H@(eЅ+^c@(a2^@(g}lJ?p +=preFXT@NDԇo@W uA]8hI@ rNF?O M@Y@F@8B4@8tjl@9J.$@8*@7-?Gz?-* E$ <ΝE@hA?6@HB F?Gz@F@5la@3j0@4'lv@2H@1g@<D@1!A\R@ }3ۭF?KCW@Y@F@8w֥@8nq@9dS@82^@7!By@ ?<ҤD7JA@M %AYx@ Z MF?\$_[@Y@F@7墘I]@7ُ΍@8[K@76@7ht?GzH?U"KFXT?333334밥0ER@UcAKV@t^YRF?[x@F@*v~C@*8a-@*xg@)'1@)ڣ@?%80D [X3@(\LA\sUԍe@ @F?yR4@Y@F@8)xC@8 㕏@8H@7µ3R5@7j{97?333333? +Y}FXT?GzH7 ,FXT?QRVe߷EJPh}y@+m$AxЮ@̰F?QR@F@6D@3j/@5(\@2?@1 ?!FET!@tR-A=<@:F@S5IP@F@),H@(C)@)O})@(@(*r9@D,D  +@9bKFA]:(Ҷ@ c0F? x@Y@F@8Ԇ@8}+@9~ԭ@8"uM@7J?zG| FXT@?3۴DxHo@- AY|z@ tF?3 V@Y@F@7#s:@7-^B@8]@7nZ'@7h*B@?*iD?h"@A[h_+(@ 'F?u!.@Y@F@8UJ@8NYa@8zO'@7^6@7i-:@??OA-@ +a ķA3b@$/F@ JD9@F@$]Upo@%᛽G@% +E@%p=>@%NȩM@?玠 >Dv8@f:RAGzv#@"w7@F?KCW@Y@F@7@@89\ý@8Sy`@8"`{@8XX?陙a" MPEbQlʄ@|sA +?J@`>KF?u@F@0f!@/|%@0sΧ@.ÞW@-s0VM?p +=p?o.FXT?GzH?#McFXT@@E D)ĉ@s AVxNH;@!f jF?Ԫ"@Y@F@6ziX@7YWV@7e2@74;:ȭ@7?Qi$D5'`b@>"AS#Y@YS<7F?Q@F@:AVnv@6cg@82@6vOi@4k? +=p ? zXqEYn@#Po"AgoJ@F? +=p +@F@(F??@(@(nZ@(deV@(+]'@?J8D7ӬE@i=A^Dfw!@ XUF?Y5;O@Y@F@8[ݴ_'@8#h#@8@92a@86v @7_S?陙`%#Eb*8@͎ADuZE@Y!eWF?飧oE29@F@0T+ֻ>@/foޣ@0dq(Y@.n@-R~R?ffffff?"K^Ex3la@PBAHRRxS@ę_ȀF?ffffff@F@( +Ub@'[Q-e@'C+|@'q跚{@'59@sc??۹ @ED.@'oAcj=@1uF?@,,@F@(МC@(ٲR@(ϻ@(A@(Uwx@zG?lmpE7%h%@̝˪aAԉMN@nWKM6F@ +4֡b@F@#{m]m@$@$6W@$Y@%1Ɯ?ͿEeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/??:E5ZÌ@,WÅ/5@G>pF?d?@F@, D)@,\e0@-uȲ+@+Ec]@+MqT?Gz?W}FXT?QR?HQpEX@9AK@E^F?QR@F@7=@5P(O2@6΋@4yu@3Sog)? +=p ?ҳFWHFXT?Q?(hEQݥ2@þAշ>@x!v+F?Q@F@(Oy@(@(K[@(s!@(-Y;@协ŦDA @[6pXA]N]:@ h}̦F?H@q@Y@F@8m@8z{Dt@9cJ J@8 &H@7eZ?Gz?ܩFXT@ mD@魘}AVݖ*l<@!PyF?{5*8 @Y@F@6@7J&z@7e\@7&PDJn@7@@ Ϳ<0FdHa@xA-M @qe'SF@[*@F@ R@!,q@!yes@!Ͷ@")~q)h?GzKo:E`TQ@0EOA$V@sF?Gz@F@1=%@0 mHH@0F/W@/%U/@-{'!?333333?ě5hcpEa@(ѨA*@F?333333@F@1h@/Sؾy@0IIhpo@.rkC>@-%@333333.N8UtF+pdw3@wkAnk@ { F@ w@F@F+$L@ { kkA@ I0=^@ o.@ {@?GWE~mA@h A!@?NHF@Z)AA@F@'(K@'Y@'re@'W`O@'W '?GzH? E=FCbW@AŐ_ +@ +woF?GzH@F@,: 7PM@+W@,&@+|%6@*?́?\(\?]ɔE(@y Aү^([4@\$F?\(\@F@&ߴbY*@&孆@&,@&q$w@&oHq)? +=pK֪DWj@lA#/L@A8'?F? +=p@F@9Ʊ@6o߱@8Rh#%/@5@4\..nu?333333?NIqEBD@ʴ-mA[1؈@!:F?333333@F@3 mj.@1|R@2@0p1@0I .&P#Fg&@`/B'Q?F?lvK@F@$t6 @)>t@">N e1@Z@JIJ4B?Q?"+@Ɩ v2AɀTd@*DF?Q@F@'>{@'BvS@'9EJ@'X0]@'N;?GzH?94˟FXT@ ?vE&d4@Ц ,Ad@9F@ @F@#"M@~(@$3FN@$Zm|@$9/^@%O{I?ffffff?7$hDWPx@J,AaC@ Xi5F?İ@Y@F@7UƢA@7Uå0@7ƩB@7,)@6y?Gz?䤡NEE$ <ΝE@hA?6@HB F?Gz@F@5la@3j0@4'lv@2H@1g@?ۍvD[L@pͧ`AT@!TW-F?`:@Y@F@7R]@8H:@8y@7@7Jr@ffffff?اKpD@(@{A`t,@ *ځF?Nx@Y@F@8Ҡa@7ߺW@8e@7`@764g$@?&D4F:uV@x|.!fA]g5ҸQ@ ny-7F?瀈P@Y@F@8C]m@8Sf*.@8Ղ#@7ʪY@@7lR?'Ee"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w?(\)쭹vFXT?ٙ3E!Z@y䢃g^Ab@96PF?ٙ@F@5-*V@3WT @4*@24@1Ӗ`?ə?Dy;EE,@YeUA9Μ@8{=kOF?ə@F@7a˨@5.eV@6bI@4YB\h@36T8۔@&HEZZ7]@U^d.APd@HF@ M @F@"6pO@#GTx@#P@#U@#vbR?333333U+MEa@(ѨA*@_aF? n~@F@18ޮ(@/\ec@0]@.Xs(4@-7t?333333xZECC #C@z@2)@09GV@/XlXC??ЀE{z{Z@>A:F`@YqF?N]@F@-lN@,}V@-ۆa/@,x*$ @+fyI?333334?J>GEoy@vj&_AvЧ@Ś5F?333333@F@6R${@4QƱ@5 ˬ@3PɚF@2s} g?׮zGlTFXT@8FkiR@χ,AK@B2F@ B@F@M3ˆ@ +Y%#@ ^~W@!݀@!VtCb?bAB5E7X@sੑ'AN6y@_GMF?@F@,0ik@,[M]@-#QQ@+)W@+C'4?zG|@9mFXT?333334XEE @h_ Aͣb\RX@m߈F@xf'|F@F@*j @*U޾9m@*Nbp@)@)sm9I?zG|?ʇI"T`FXT?Q?E dDE#.}@YIlAMYE@"F?Q@F@6d@@4tH,@51v@35@2R0+?񙙙?ENEu@Ƙ+UAz@n$JayF?񙙙@F@+@++ }@+jn@*ΰD@*Sٶ ?\(?ȣE!TWP@ì&"A5v@WNF?߲u@F@(Uⵖ@(n]T@(p)nG@(s@(|oi??Hr E,`j@@A`-@UF?k0L@F@&k7@&e$z:@&{B@&]$&)I@&LlZ`@ K!D_n@& A_zu@ ;}O1EF?tj~@Y@F@8i/@84_&7@8˶v@7oÜ@7t E~? +=p lӛ FXT?333333.^FXT@ 3333338`E|Ѻ@+/KSA)$@^jNF@ߒka@F@!%@"S5@"+?@"_z_hީ@"xY?ə?!ww\EE,@YeUA9Μ@8{=kOF?ə@F@7a˨@5.eV@6bI@4YB\h@36T8۔@1v+Ey%!2@EUA:m@쇝pF?҄8 @F@-jYZ@-^=c@-^qq@- ʇ#@,ݹ6?ffffff?=4_D{@B +8AaC'3@]NF?M@Y@F@7C9Ӵ@7M:e2:n@7C|L@7h@6Ŕ¢@ffffffĽUD^7%@pq(.MA`3K@ %F>hF?䓳@Y@F@8bڹ@775@8j@ e@7֕+3R@77 dV@ ?#pD s$%@eӁч9AX2z@ HlF?B@Y@F@8<@86_*x@8-J_<@7Kh @7faV?Q?8@EQݥ2@þAշ>@x!v+F?Q@F@(Oy@(@(K[@(s!@(-Y;?\(ÿD @muA1'q6R@ fTF?ڹZ@F@,8ziP@,uȈV@-aH@,qxW@+e#?Gz?#S5pFXT??'mECw;J@44J7AD~7@*rF?@F@(Gxp +@(M@(O@(1C<@(Ob$@H.Duɫ_@HWAW K@ vU^7F?쌨?@Y@F@7!&#@7wf9@7Θ@7K@7!m?(nƻ DW}<_@O[AR@]!_F?@F@;+Mtm@7lЅ@9%@6C@5TׄF4?YjFXT?333334?WEA[$@U}MAft<"U@6lF?Lyf@F@+qb@+%@+Ưv@*c+@*d㒗7"?ٙԾFXT?Qt΀"Ep"ِ@͗EAPb/@{jF?Q@F@/xd(1@.>@/0I@-)Z@,3?Q?.%?Eؾj_@a~AfA@ۙF?Q@F@*K@*"` 7@+ʘH@*K@)卑@O%qK%Eʛ@çСmoAhؖC@+%*F@a^@F@!o<K@!=%U0@!J 0\@!Y@!r%[?fffffg)E{@ oxAgdޭ}@DTՀF?hʹSYC@F@6] @3Y@5hH@3.{6ڌ@2&Iތ@4I^LFg,F@̶j_{A9b)@71F@ĺ@F@ @ M<#LX@ #@ eX@ <@rRqsDuE@PaE3AXtÌ@ =-F?j@'@Y@F@71@7{ +a@7tZ@7L0@7V;ʁ?޸Q۸sE " E@[A*@ÊF?޸Q@F@9@5F@7@4~{h@2&:,@4DYf@֜(A^q@ RYYF?_ôr@Y@F@8 À@8`.@90_5`@8+Ks@7]!?333334< FXT?fffffg)gETG$@uA̡%@q(@F?v9P@F@1zf@0~̒@1Q +H@0V@.}'c?zG?yܠ8FXT@dつ&D;6@?1SjA[a@ .F?d9@Y@F@8OM:@8R@8{W4@7#@7i&$k@?}~D @ې%A`!@ pH F?^ s@Y@F@8#A5v@7쒤@8y> x<@7YKE\@7:WIE??Rz\E LVVp@*ؠdA Έ@2~;F?@F@74;9x@4&m(@6,+=@3%vǕ@2Ʒ?x@EwD_/c@׻gA\#_@ MF?eK@Y@F@8B+5 @8j7r +Ã@9R@8 @73qb??ƪ/jEWѝ;@i&A\x@TiF?@F@)02^Q@(@)  y@(dd@(ܷ^T@ 2EA`@Ұ®AtYs@kkNIF?iJA @F@2)9R@3Ge@2مN©@3MW@3DaI?x?=p +>@9mFXT@?§鹚`DG)@|AWo."@!R&F?9C@Y@F@7*T.@7Z)@7(E˒h@7Sj6@7)l!? +=p@9mFXT? +=p +_EEOc@IGA4mA@F? +=p +@F@6FSGZ@3Sp@5T O@3""$@2cw?QR̆Z xFXT?zG@9mFXT??BEug6c@u'0yA{R @VF?6.6C@F@'CHR@'@'c'v@(@(?QR?o05Ek6@J=WAĕYv@NF?QR@F@,gj@,}Ks5@-EL]|@,nu@+g+?̿jttErm@RݣA/J@ ڐ%F?Ԁu@F@/w4R@.m@/z͂ @-?$@,:A]7@ ? dD=2@bAY0@ w#F?Pܜ@Y@F@7=D*@7tD)@8SP@7'v@7i]?zG|??.FXT?ffffff\EcF=@FKkA֣ak@zﱥ1F? k@F@&Wn;[@&A?-@&J%!@&>g3W@&6.!?׮zG?My؎FXT?Gz/DE$ <ΝE@hA?6@HB F?Gz@F@5la@3j0@4'lv@2H@1g@?_29@Eș*F@XPQ5lA֣ak@r2nF@@F@$>r@%\~@%8IN4@%i]":'@%ه@?j"xD @ې%A`!@ pH F?^ s@Y@F@8#A5v@7쒤@8y> x<@7YKE\@7:WIE?Q̱EF}@ aZA}܃@B6F?oVz@F@+=t@+;p@+H @*к a@*BB\?zG{?a!ĄEa@'3A*R@#VF?ymn@F@'tSA@'t_@'Y!o@'@'ql@djDj]k@ /AXɵ%@ YF57F?1&x@Y@F@7Tmj@7O6@7!@7fx,@75?-@ ?/{S8D%q[@ޜ AW9+S@! f̐F?S&@Y@F@8(S@8/9j#@8g4@7m8H@7ْtC@ffffff?ƘPDAV#@P 4A_'P*-@ CM9,uF?İ@Y@F@7N@79@8QE@7tHV@73{"E?Q@9mFXT?\(ÿXGFXT@]TDc\H@<DAV$_@!,]F?2^@Y@F@62@7W@7 +,=0@71@76W@ ?aa:D@;|ѤAZt/@ s9|F?@Y@F@8#tj@8TWF@87@81(^k@7_#Pt@?VF +dPE@ҏY'A}QmX@ENgF@ @F@!W- 0@#e'kw@" '@#>c@#^CC]??/q:PEo-@M AȐb@;TtW F?@F@'c#@(G +@(=k@(&mLM@(@"<]?ffffff?זnb?ET8s"a@z8 JAM\@?JF?ffffff@F@1y(@0~@1Q"z@08@.ݱ0!??탍N&E(P@x2 ARƀ@ ]F?@F@5={@3 =@4l=QX2@2exW@1y%\*?\(ÿ!pEGΰQ@_!Aګ +Wm@v̿F?5@F@4SZ@1^g0@3"r@1 '@04pm@ xdU*DAQ/@ +>WAWقT9@ s'$F?Zݘ@Y@F@7 U@7gKe69@7ڮ@7=*r<2@7{b>@ 333333?E$p@˨(.A۵2{@ToRF@ 333333@F@"Rl'@#pHIbr@#nE*S@# @#KJ @333333H-eF,֐9@!A+K@Ub}lF@ϝ+QP@F@PJ:@ `R@ l@ sQ@!4?p +=p9=]IFXT?ffffff?V1D{@B +8AaC'3@]NF?M@Y@F@7C9Ӵ@7M:e2:n@7C|L@7h@6Ŕ¢? +=p?M~% Eޖ@:AŘг*@F? +=p@F@,m&O@,g+ @,́!IQ@+srgXD@+ ,>*?ffffff߅4тEx3la@PBAHRRxS@ę_ȀF?ffffff@F@( +Ub@'[Q-e@'C+|@'q跚{@'59@sc@\(?xEЯ ()@ %# An*@m}BF@\(@F@%[@%}ǯ@% @%vk@%1+7@&v}DXӳ@]/iAVTd-@!{F?@Y@F@66ջo@7]sv@7o3@78~}l@7/A3@?e\FK(@RfA;uh@0cF@6dw@F@ [2N@!K3@! Pu@"9@"kC@ JuD uKfh@@wAX@ yyF?ŬG@Y@F@6ޥ%@@7:)@7sC@7tI@6%?333333n!E "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw@ +D j I@TFAW6D>@ 6_iF?^޽@Y@F@6s.@7C@7~^@7͓!b@6}?Q?JFXT@333334?ߩ Es^@ɽӂA&@*@F@B@F@%"bA@&`- @%Dʟ@&yɎ@&J"8Im@{&_D_?@tZIATq0@!b~F?Zjj&@Y@F@6 (S@7YĠM@7h'@7;_ǎ@7&/ijZ?ͿŒ3 EB^@MR{AK$~@qF?@F@4bU@2-Fӫ@3j@1^ÖJ@0Oy@x9DWt@-AXZɺ@ R\F?ŗNe@Y@F@7V|ʝ@7t#@7J@7f.\@73@? +gEONf@$!Aʩv^N}@*fYF@@F@&@']uï@'6]>Ы@'o?(Zv@'`;@333333atEDu@hEBA"@ r.1rF@ n8@F@%xtX @&CN&<`@&=Cl_@&U<@&~@U@v# FkiR@7fA_U@ d%F@"h6ŏ@F@y@I5@j1YH@  +BXhI@ 0y_@ +=p ?B#TEi‰@/'΃A/ @^RYϣF@ +=p +@F@#[F@$c3@#@$4$<@$dƵlM?GzHBRFXT?zG?52rFXT?333333?>}$E "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw?(\) E!@4:Aɒ̨ =@lt&F?(\)@F@)wk@)FR@)2)5@)v=HE@)A#I?333333?__E "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw@GzH?|xW E/V^4A@7AB*@_ъhF@K@F@%BG@&c=@&>i@&rWo?@&WU?Gz?mFXT?QӖHPE +o@ŸsiEA(v[@!JF@vh<)|@F@'?@'iuH1@'y:|@';j@'Ye@`Dc`@)DA[jA"@ )E9F?4j@Y@F@7gtg@7h@7=[@7UKk@7 @?n-ZD n@;SgA\@ <+F?iY_a@Y@F@8+W @8 Ul@8Y@70Q#v'@7jDX@ ?퇓.N|DcMIx[@s.{8AX @ 嘹F?k @Y@F@8K̹啾@8@,Ku5@,w?)s@+(]@+ -]@?ofD?h"@A[h_+(@ 'F?u!.@Y@F@8UJ@8NYa@8zO'@7^6@7i-:@(3oE"d@0H8A_1a$@xClT?!D(M@F@,;H@.I)_@.T@.v@/T2#??օ Eý0@i=gAӿ.2@3F?@F@&qLb@&s @& +)e@&cI@#^A]?Q ~Z E#.}@YIlAMYE@"F?Q@F@6d@@4tH,@51v@35@2R0+@/Dhh@& +JA\|˲6 @ F?oTK:@Y@F@8'C@8i` s@9P0@88O2@7$N??q~ E{z{Z@9d7/5AÁϋ,_@ۀ{CF?fr@F@-fMM@,+7W@-ݙI@,zrŸI@+gxj.@Q?y8ς0E T@ÁAG+@ &F@ eI/@F@"İS@#d*W@#<\@#p;r(7@#3? +=p t*EFXT?̿y:Er6A@L/pAìN=f@白F?shu@F@.Ϡ=Vo@-\@/)@-I.y@,jb?GzH?k<3 EG@hTsemAƒS%@ARFF?GzH@F@+Q}/@+ +H@,;+@+0Tq@*"?c?333334?r/{Eoy@vj&_AvЧ@Ś5F?333333@F@6R${@4QƱ@5 ˬ@3PɚF@2s} g@?ێpDMW@#rCyA\yn@ w>HF?rq6@Y@F@8**Ͳ@8 LKj^@8kO@7ꀞ@7j? +=p @9mFXT?ffffff[fCFXT?񙙙?)&`Eu@Ƙ+UAz@n$JayF?񙙙@F@+@++ }@+jn@*ΰD@*Sٶ ?Q?zFXT?U:EM@A*]@F?-iL@F@*𰺆O@*e@ש^]A`~(@ \F?@Y@F@8#͇-@7E}@8yCDS@@7VM@7:XK0?QJ_קFXT@ hD$i@3DAW=[\@ $qF?\R-#@Y@F@7 K3@7h@7_@7=OJ@7<@#D`%@w[A\7@ ‰/@-%@+ȲśV@+*2:H.?rUqE1ɭ] @bɯScAC @UyUF?@&`@F@4Mr9 @2c @3јDE.@1!x@1ۃ?ffffff?ŇKg`E5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58? +=p +@9mFXT? +=p :FXT?\(?vXE-@AwAf4:@Αg:MF?\(@F@6w@4 On@5~=@3A,S@26OC??VgBE9c]@NWAFEu@5F?s@F@(!-@(^rn@(R {BDj@(hq@({7?333334$GG@4YS@36@?GE~z@"AS#Y@YS<7F?Q@F@:AVnv@6cg@82@6vOi@4k?Gz?nFXT@?hD瑬@ A`[@  xF?{m@Y@F@8@8Mjæn@8_n@7|1@7|p!@2o~D0C5@'µbAXD@@ ]OF??F@Y@F@7C}#@7Ei@7Գ7@7Ut@7#, ??֐EUK@Z$+eA\F,@ R7F?rC{@F@)*8@) +)T@)$n%@)0)|@(B]? +=p?)]4DWj@lA#/L@A8'?F? +=p@F@9Ʊ@6o߱@8Rh#%/@5@4\..nu?p +=p2FXT?Q@9mFXT?GzHAFFXT?4%'NEXS,@|]`Aĸ9c@܆F?:э&@F@,@,2đ@-aJ@,7? +Y@+rW? +=p t΀"FXT@EZZ7]@N m"A:_E2@ ߇PF@u)@F@"N@"_@"]B@"?$"I@"S,@[м +-Dñ)@kslAU)@!1&F?Կ @Y@F@7lt_@7~mH@7@O]@7WTt@74Ǻh?\(?0E!TWP@":AݑX@E=LF?\(@F@(VWֹ@(u@(uv@(z@(YD?̿M3E(P@i/BPALgi@d|UF?]@F@5A W@3![c@4oP+0@2f@1y08?ٙ?%<8E!Z@y䢃g^Ab@96PF?ٙ@F@5-*V@3WT @4*@24@1Ӗ`?\(?w +38E!TWP@":AݑX@E=LF?\(@F@(VWֹ@(u@(uv@(z@(YD@?!0YDgYMG@\QXAZS4g@ mF?걅H@Y@F@7;P>T@!,1G@JF?b@Y@F@6J3x@7Y]R@7_)@76@7<@ڔiDhD†7@;AXn]@ \ /F?B@Y@F@6M\@7OrD\@7= >@7%o'@61?\([@9mFXT@ǯEʛ@ɳNCAᛐ|M@Bgq0F@ V{0@F@!,*u@"nJ}3@"ʹ@";GB@#(F?ffffff@9mFXT?QR?iqFXT? GDW}<_@O[AR@]!_F?@F@;+Mtm@7lЅ@9%@6C@5TׄF4?p +=pT FXT?\(?TTU@EGΰQ@_!Aګ +Wm@hЩF?@F@4@@1ȾnuY@3"3B@1y@0Z?Gz:oנTE`TQ@0EOA$V@sF?Gz@F@1=%@0 mHH@0F/W@/%U/@-{'!?Åx+EFɬ&8@/e9As!}@DñxF?*)@F@2h!J@2:@2ӨI@3 ɣN6@3:E?\(?{E )t# @P%nqANQ'@[7sSF?\(@F@5'^o@3@5@2&?(@1@ ?{mD,>w@@x֨AW|G@ ͓F?4֡a@Y@F@892@85+@8@7kr@7?GzKAGFXT?=p +=}{梇FXT?zG|FXT? +=p +? d@EEOc@IGA4mA@F? +=p +@F@6FSGZ@3Sp@5T O@3""$@2cw?̿ӾEpDMi@bAX @ܼF?#q@F@/(r֪@.0qJ +@/o.u/G@-D @, c ?Q뿆4>E1pIzg@>&Au@灺F?Q@F@6n@3wD@5h"bt[@21,@1-sWH?GzH[LE=FCbW@oAũQp@ɭ0F?epn@F@,;{k@+5@,z@+|@KE@*%]@ +ffffff(/F7@L:A&qx@‌OMF@ Ŭ@F@!>*@"ck!@"$Ywse@"wtL@"$r~?QR\E22@0A߀@@QC, (F?QR@F@4l~!@25pm@38@1ڱm!@1JITW?333333(ٵrFXT??EZ@AgCFu@sK\F?v @F@,@,f:L+@-T[@,Տ;@+snH?Ϳ]/ f&ErkT @7a]gA;^LRw@aZF?G@F@.E-6@-2 S@.鲧@-J @,~@!+*"pD. E@U$LAX}Wݯ@ IO+F?Y@Y@F@7^J @7qK2@7I`@7iz2@75e@?VEڳ @^XAԶ&@Š&F@%@F@"F +@$%c>@#PA@$G_@$fy>?Gz?Jީ4FXT?ffffff1HEJcu@ cAX^@IJF?ffffff@F@3j xC@1*>z@2)@09GV@/XlXC?333333u2H2E)VR:0!@wsA}@@TF?333333@F@6IJ@4P&Aj@5)O@3_,*@2r~?ᙙ@9mFXT?GzH@9mFXT?Ϳ1#EB^@MR{AK$~@qF?@F@4bU@2-Fӫ@3j@1^ÖJ@0Oy?333333.FEaD$@AmeqR;^@آABF?Ҥ*@Y@F@3T)5@41G:@40r~@4' @41\y?fffffgPESP(.Ç@PHAWT@f RF?fVE@F@1Ɉ,@0:sE@1d,@07>a^@/1W?ٙ?4E!Z@y䢃g^Ab@96PF?ٙ@F@5-*V@3WT @4*@24@1Ӗ`@ ?| \)D@;]p A\d@ y1F? k~@Y@F@86}.@8q^@8}7P@7Ʈ}3.@7ka-?У +=px%,a@E@;zAh5@@C{F?У +=p@F@7IL @4N.I@6aI;@3[f@2~|z@DoJ@vsAXbK`@ +F?p`@Y@F@7V@73(@7A' i@7c3@702^?zG|_<8D3o@.);A7Ez@˨F?zG{@F@>}G?@9} Mq@;C @7Eჺ@4JIA?QR?'5E2_@0Aߜ@Q=ƻF?QR@F@4l{ @22-;@3ׅr@1ڮn@1G帔?=p +=?ڬjpE{]@ ]A-_Y@)DǿF?p*@F@'_@'br@'SO@'H@'d?Gz<FXT?\(?BEVx)@lvAOv @bF?\(@F@29ճP@0h@1vz +F~@0ыJ|@. ?Q?3hnUE2:>+@Ɩ v2AɀTd@*DF?Q@F@'>{@'BvS@'9EJ@'X0]@'N;??.KFg&@`/B'Q?F?lvK@F@$t6 @)>t@">N e1@Z@JIJ4B?fffffg?DERނ`B@ AU@H|dF?ffffff@F@*Uy @)Zc4k@)2@):=|@)| +s3w@7b;F?4"@F@+l@+0N9#@+AJ@*ޒ'I@*r霡 ?У +=p?ʔ pE@;zAh5@@C{F?У +=p@F@7IL @4N.I@6aI;@3[f@2~|z?\(ÿN #D\+E@+A <,@eJa6zF?\(@F@8iz@5RE@7:8Brj@4 @3뾅2?ͿnEeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/?GzH?%j&hEIj)@_y*mAIqI@Sd AF?@F@,P@,1E@,t5@+]2ͺ@+(J@? v"zEGA*@epȂARk~O@naQF@@F@$NJ0@% +@%_D=@%F'/@&Q7F?@QBEk#@3UrA @˕KF@0IA@F@$نg@%Qע`@%x+@%9$@&[??`-LEr8 +7 @V'ZIAL!Ex@ V~F?@F@.vGU@-;8@.|/_ߊ@-PG$@@,p? +=p?U"KEޖ@:AŘг*@F? +=p@F@,m&O@,g+ @,́!IQ@+srgXD@+ ,>*?ffffff +=XEL@'lrAH@-ؘF@ C@F@(|ԭO@(5WQ@(DQ.'@( "Q:@'? +=p ?odFXT@?ѳ9 ~DyU@dA^D@ KP6F?;:h@Y@F@8kݹ@8*]*@802I@7sV@7qP +t??˸5@FXT?333333PXE)VR:0!@wsA}@@TF?333333@F@6IJ@4P&Aj@5)O@3_,*@2r~?lpEe"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w@ ?"?n+EǾ)S @=-E=A wK@b'#F@xN?@F@&Pj"@&w/Ia@&@& j6y@&#ͷ.?ffffff?@x!v+F?Q@F@(Oy@(@(K[@(s!@(-Y;?陙ƚ>Ef@]XA5-sLB@Z&HbF?陙@F@/Or@.k@0Ɵj @.Nxno@-nl$T?p +=p FXT?陙TEcL b{@Qu8A(\@Q.&F?陙@F@0?KVT@/L_@0Ts@.<6T@-=@K|cDsÀ@_]AW @ ۛNF?.۵@Y@F@7"9^@7u8@7fV**@7Iwً@7gPM?Q?yjj`FXT@?Ԥ5yXD @ې%A`!@ pH F?^ s@Y@F@8#A5v@7쒤@8y> x<@7YKE\@7:WIE?333333E)VR:0!@wsA}@@TF?333333@F@6IJ@4P&Aj@5)O@3_,*@2r~?ٙj'E!U4*x@wcAik}H@˲yF?ٞx U@F@5ݎ7@3Җ@4 Ң@22m@1ԙ{Z?鰪DEG @TzAʸP@< y`F@j@F@'BY@({c@( dc6@(%,[@(1*i?3333344䅰$E]y@LLAb@Òj4ɰF@= A@F@*@*^@+7#"@)ti@)YDQS?Ϳ p!Ep, @I2A`]@3?F?[@F@0sp&@.iuV'@0" #@-V}@,Zj?333333?kU@ CQB?F?ڐ@Y@F@7J=?@7O@8QBe\@7sb+@73z*@?)S1Dx@`nwA\j3y@ (ĮDF?hM@Y@F@8+*@8 쌕@8%>:@76Є@7jPx?GzH?P2BE=FCbW@AŐ_ +@ +woF?GzH@F@,: 7PM@+W@,&@+|%6@*?́@Q?bfHEGBr7-@'I< @'ؿ@']k?zG|␕~#{|FXT?Q?F:$Eh!Ч@AHMS@*BF?Q@F@0RJ"@.` +@0Cwޞ@.+=nB@-n?333333?E6FXT?GzH?: +FXT? +=p@9mFXT@ ?_uD,>w@@x֨AW|G@ ͓F?4֡a@Y@F@892@85+@8@7kr@7?Q? cEDF@~!Aѿ=)@b{`F?Q@F@'R>@'@@'L 2Z@'>gBwJ@'9:=?\(?*EGΰQ@_!Aګ +Wm@"F?\(@F@4!k@1ȡuh@3"ӯ[:@1$@0 +J%?ffffff?nhE5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58?̿㓉yEȇ@1"A҉Ccl@&0F@-jV@F@'5xPmE@'\(@'p@'slB@'X"VO@DZ @q2mlAZy@ p1 F?łU6@Y@F@7EEl@7Y(@7ҏv&@7LU&@7]tW?Gz?4 0E$ <ΝE@hA?6@HB F?Gz@F@5la@3j0@4'lv@2H@1g?zG˕|1FXT?GzG?בEdi` +@wjAQd=@FF?GzH@F@)?@)k@)sH"A@)˅aJ@)\?333333?z8DrH'%@1ռAa7@f0KYF?wpy@Y@F@6qu@6p/@7F7 @6@6Xzb?θQԝDWE ػ$%@QՋϤAL@17F?θQ@F@7N3+3 U@4ð$@6Cm3ŽR@3l@2@/u>DU*Uu@~AWyZM@ F?@Y@F@60~@7O#@7f@7)9+tj@7hs4?ffffff?L8D{@B +8AaC'3@]NF?M@Y@F@7C9Ӵ@7M:e2:n@7C|L@7h@6Ŕ¢??>6w?ͿEK@E+J@imAPdټ@gTF?y4 @F@,^嫿5@,?ήo@,0qc@+ebe@+G@ +P=FkiR@uT+A?m@ z{@F@!@F@ȫ2@#-ej@r@ 恀@ 5L7?ͿhhzFXT?̿ QQEQ&J@7`7`/A!}@v(eF?GUu@F@%f+i@%n@%+C7@%qwH@%O?ffffffcpE5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58?ffffff?{ET8s"a@z8 JAM\@?JF?ffffff@F@1y(@0~@1Q"z@08@.ݱ0!?=p +>?Iq7EǾZ"@"AԔj;@y肽F?=p +=@F@& K@&A> v]@&3zW@&FP3@&PRS??đ4@Eeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/?.<E LVVp@'A:6@=F?sQ@F@758[ Q@4 l@6,9%>@3qng@2M?(\)?qZFXT?u4ympE8D@ AV(hZ@6kF?Fkw@F@(T@([e@(6 @GqF@d@F@ GS@!p׸@!U)Yl@!Sm@!견k??1EQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛?333333qDQAd@ՙAkLZMJB@6~\F?{z@@Y@F@4&6@4,Q,@4܉@4@:v@4fӦa?'K?`Ee"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w?p +=p?ֵ0ؘFXT?fffffg2MESQ<2@*\AӶC@UWFԥXA6$^@i!4JF@pq@F@"r@#Q",yT@#a@#a>ۮ`@#@ oi{Dh @2ضSAa@:A@畇TF?>@Y@F@8nX@8eZvz@9{@8@7V @?z2[IlDa7:G@{Y3=RAT@!Uu9'"F?e$_Z@Y@F@7C@8@8y:;D!@7 *P@7~,|v?QR?WHEO @@EOAʓYZ@ɦ bF?QR@F@(kϲک@(e3@(que%|&@(ex~@(f+Q@*"EZZ7]@c]AL WL@~W*F@ +㙲 @F@"zwX @#/d_%@#jv5k@#<ǃ@#Z<)Ie?p +=p?8FXT@cCD~@|F{.AS  +@!dxD0F?b*@Y@F@7  \@7\@7r@7bw[@7F \?ͿhEEyu{@:.AО@pPF?@F@)Fˮ@(JY@)Hd)@("}kB@(]Z-;8?陙@9mFXT?-E$ @ΏApQ\@_($F?|Q@Y@F@2`K@3 @3_@3~@3UR`U@ ?򭉣D=2@bAY0@ w#F?Pܜ@Y@F@7=D*@7tD)@8SP@7'v@7i]@AUDeb@c AXH@ ĿF?Y5;@Y@F@7 UWzY@7]iN@7]e@71MT@7iE?Ϳ۟lJ EQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛@\(?ۓ'BZ@F@&6(@' !҇'@&ߖq]@'@'I*U?QRJ3,N;EJPh}y@+m$AxЮ@̰F?QR@F@6D@3j/@5(\@2?@1 ?333333,82EC36?3@~XAbs@1F?333333@F@3Wf@1f.@2~6@0P(@0Es@?8ZEaGc@ƃAϟx]U@UF@^cb@F@&PeD_A@&lV9@& @&@'K?񙙙jEQ@.*1A趿@l7uiF?񙙙@F@+Lv@+'@+jAv@*˃&k_@*Pߏ{I@333334!Eп~ +@āgqZA \i@F@υ@F@%b-8`=@%Šo@%@%eY@%dC@a2kD&5@Æ 7ATv؋T@!_ F?L7ޔ@Y@F@6>b@7T$0רX@7}meo@76v:y@7!P1v +?GzH?h58FXT?333333?눝XeE̸4@ Aڟ\6X@ 'F?333333@F@+(j4<@*,7@+Ss@*f @*-8S?陙 FEf@]XA5-sLB@Z&HbF?陙@F@/Or@.k@0Ɵj @.Nxno@-nl$T??eXEo-@M AȐb@;TtW F?@F@'c#@(G +@(=k@(&mLM@(@"<]??*E1Z@` +sA}"@Z] F?@F@4I4.@2/@3.\T@1<@1A@?rڔEǢ#@?!6xA`@2WF@@F@&b(Ϩ3@'$c@&,@'5Rv@']U0Ŏ?'HhG Ff@`xhB' +Xs(?fC}F?>=ć@F@$tXz7@(#@">9gAm@@9@J0Fa@[iEq@1mAN6tC@C5rF@-Ak@F@#S@$O @$0&K"@$Y8wM-@$kN?\(ÿju"Ex@AwAf4:@Αg:MF?\(@F@6w@4 On@5~=@3A,S@26OC?ͿϚ1'EQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛@?=DGqG@q[8A`qdY@ 4F?3zN@Y@F@8:ԏ;/@7L{1@8Q@7J|@7>j8@?- xEpA"@̤I2A=D}!@2ʭF@֔@F@$4#@&/8WS@Y@F@7KDh'@8?@~@8V$@8*l׊ @8"v>hY? +=p1.Esx&@yIhAhɤ@F? +=p@F@,{{Z@,!7 +}@,ܭ@+u@+szO?333334?2]yEy+@IkA&@mծF?333333@F@*p^s@*dgtQM@*e-t@*%(z@)\3?333334b]txFXT?ͿW' EQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛?ffffff?0^eD $@Bp(3AaC1.@PγF?TɅ@Y@F@7C)@7M;t@7E4@7q@6ŕE@?>Y.DM|""d@1{YjA\SB@ "NF?hH@Y@F@8+1s@8 OY@8*z(@78У@7j!?DۧE{z{Z@M*AS~@7;F?6.@F@-v@,$O@-t3@,u@+\@?)dXDRo@nY\AW냽@ F?@Y@F@7+-)@7}\n@7`@7Q[w$@7%Ȅ\2=?333333?錖w-EOKgb@ʍ?A=\;@8%F?333333@F@+#Z@+0Zy8@+&H+@*ޡ@*rrb?陙?,KEbKHP@TcA}Ӫ:@aԜýF?陙@F@0d\$P@/|P@0rGPc@.$e@-˵ug1?[f}tD`E[+|@X^A҆VG0@qgF?裨{E@F@1tQ@0$Bk@0d@/wbW@.`j ?Gz?_S:E$ <ΝE@hA?6@HB F?Gz@F@5la@3j0@4'lv@2H@1g?Ϳφ6fE s@TB=A> @8F?*x@F@,RTe@+;p@,I&@+y`@*!]@?ܟ0R`DP#h @2vI>l6@L*)Z`AZuSDC@ /F?x-8Go*@Y@F@7CxOV@7{%`@7竔f@7H@7YQ?E@~NKPA @UuF?rn@F@(r@(@('@(wG_@(O]^P@!(`EZt#7D@::AіOl@͡'F@8@F@%jƅ@%F6&?@%ūـ@&kN@&=i?(\)f~E!@4:Aɒ̨ =@lt&F?(\)@F@)wk@)FR@)2)5@)v=HE@)A#I@ ȻQgDn۪@A`.p6 +@ &Ow +F?u@Y@F@8SWXj@8A묄g@8Ro\@7A@7x: +H ??#yEz:+9e.@=ʊA<,V`@9!NF?@F@- N5@-dB@-CE@,&@+^R?ffffff_{ȟ:FXT@QEzw~Eʥf@Ǔ`zA9R @s# F@uEc+@(ׅ>L @)=0b@( f@(Y/?ffffff?4lD{@B +8AaC'3@]NF?M@Y@F@7C9Ӵ@7M:e2:n@7C|L@7h@6Ŕ¢??0%ŀEQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛?\(\?Ë-لE(Mi @gAՍ>@U@k2"F@ Dڡ@F@&i^3@&n@&c@&n@&sZ?333333?@F@.<]ny@-ܳ2@.p$@-D@,uoo?GzH +EP7=@TJu@A>t5@-lhF?GzH@F@,Y^@+Hr?z@,T@+Fp@*ڑQ?p +=pt?FXT@򥝀Dv h@|݂]{ATT3@!S?5F?Ր@Y@F@6FKR%@7u< }@7bN@7RAɼ@76lJ}E?QRNQmYE@ AĶeV@F?rv-@F@,{M@,}3rݜ@-Gv@,I@+d@?WF@}8ACc5 @/^F@6dw@F@ Zn@!ߐD@!48O@"x1z@"jGN%t?ffffff?R +tE5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58@0Ϳ FXT?cV8FXT@b(DBbw@>O=ATۤ'Z@!IʂaF?Ć-@Y@F@7[P@7w~@7T,@7SsA_@755 +,??~~Eý0@i=gAӿ.2@3F?@F@&qLb@&s @& +)e@&Ծ@#[pi@#6L d*@ #mdVD9@O%MA_K"@ ?9F?r/Y@Y@F@9xCU@8@9D&2@84d@7%9@zG?0w?\(?ە`D\+E@+A <,@eJa6zF?\(@F@8iz@5RE@7:8Brj@4 @3뾅2?333333?9E "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw@|]g +E\D@c[ A܄Fg@`ˮ!F@rJm@F@$ N!@$S0@$h]J@$ +,@$By@fffffg?KE6TA1@l9OA_z},\@ sLkF@ _'@F@# %@$73V@$o{6$x@$< @$T@2ůD -8b@[#AY hc@ 5 F?`@Y@F@7$LR[@7o.o-@7腆X@7@$@79Ak:?ffffff?$ E>|~@&ӻ:A˴z>@ǪE;F?ffffff@F@+u@+n@,Uw@+mR@*o ? +=p 1Q.FXT@ ?\'Dro@#xڢAXAY@ C &F?zd@Y@F@8Je @8;@8)){@7wyeD@7Ddw?̿x@gE@]A|[@ mEF@| +èa@F@'$rU#@'$+)@'s"?@'$I@'8]-?333334Z|]g +E6gݼ@YWrAƅ{_@vF?Rwc@F@*Lp9@*:k\@*hI@)삈@)Gs5@?b.Dgv֢@ɵqYAZSj@ ҄LF?pO4@Y@F@7=R"@7@8eēXX@7JX@7hw[N?NGEe@EFYAsP@>- 5sF@ @F@'1&F +@' ?ˡ@'97@(@(AV>{@!=nF?fQm݃@Y@F@8 l@8,?@8@4F?zG@F@)ݽΘ@)([@)9DZ@){@)]NA#?\(ÿIEx@AwAf4:@Αg:MF?\(@F@6w@4 On@5~=@3A,S@26OC@ͿwF"[n@ВmA3 +IkG@h.&F@ +C@F@s'.^@ QƧ׉@$@ ps<@ hM?Q?ぷzEW)@JK{Aa~@ۼ)%F?Q@F@)>_i@(AE@) l@(Up@(<?GzG?O +etEdi` +@wjAQd=@FF?GzH@F@)?@)k@)sH"A@)˅aJ@)\@?3H3UD`x:@o5(ZA]:).@ kF?gM3H,@Y@F@8ӗë@8x@9Z@8,@79@?FEDgv֢@ɵqYAZSj@ ҄LF?pO4@Y@F@7=R"@7@8eēXX@7JX@7hw[N?Gz?IP"E@ @S^!AWk@BF?Gz@F@'Q +@'ؽ @'z!^@'Z]@'g@@ͿVڼD%ZQ@WcAa]= @.Y#F?bM@Y@F@8?{69c@7R@8J?&@7X_*@7>Ðj??-JpE1hʑ@3J=AD/̃@esdF?@F@)Ru0t@)-;hrnf@)J-@)&ҷ83@)u?Q?< +hEь𩎣@M\JbA5K@#"7F?Q@F@+~@+(el@+@*̴@*\IU?񙙙?pUEu@Ƙ+UAz@n$JayF?񙙙@F@+@++ }@+jn@*ΰD@*Sٶ ??rqE~Dƾ` a@,,RDSAapb @3%F?(M@Y@F@6ҔC@74@7^H~@6ʛ[ @6>w?У +=p?vZˆE@;zAh5@@C{F?У +=p@F@7IL @4N.I@6aI;@3[f@2~|z?333334?ZjM(D.!;@gA"a@,FF?333333@F@8PD/@6 쏑@7drU@5+ @3C5jd?׮zG?88FXT?\(~CE )t# @P%nqANQ'@[7sSF?\(@F@5'^o@3@5@2&?(@1??Yo|E\BQd@\9KKA#F@YF?D~or@F@*9mc߰@)|K@*4S&re@)X@)1lP?fffffg?AaMEc@X"AX9⣀@Ȏc5F?ffffff@F@6_*"V@3&9A@5j-@3/蜎@2'@ ݙPlDNL=bZ@NpAWk7J@ ;QoUF?RCQ@Y@F@7:)@7ib6h@7[*4@7>!zv@7Cy?T@ X\DĞ'@ x<@7YKE\@7:WIE@x'[_fEq@ŭՊUuA +Q\@XdF@T Ǐ@F@#1x@$j-(M@$G #s@$uPL@$.C@1fDXۉF@{.A\1'@ M9DF?_{@Y@F@8j@8j1/@9ے@84h4@7Hg?ffffff-F|2DE5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58?ͿN3[EQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛?׮zG?߭HFXT? +=pijE(^Q@q9^AD}@6F? +=p@F@8%Q$߄?@4ح@6mۖX@3z\k@1;>Q@Q?6PEGBrWS@Y@F@7KDh'@8?@~@8V$@8*l׊ @8"v>hY?=p +=?SPFXT?ffffffҏ+/E&:@⸞Ayi@KZSJF?ffffff@F@(DA@'ƕ@(D@'T@'8sΨ @彗>ۆF(c!䰼@ѓAAc䙷@[_ ,iF@>&Au@灺F?Q@F@6n@3wD@5h"bt[@21,@1-sWH?Q뿧l@D{:@,SU^uA.7@YeF?Q@F@9O:R@6M= @7D@5inQm@4 jU? +=p a1딄FXT?焈E1H6@_hAۋ7@Y7?SF? @F@4wl@2tc@3|)i@1@1g??~vPdEo-@šטA(bWg@>NMF?*{Ԍ@F@'7JV9(@(]ÀW@'N7r@(/@(4"F?QREX@9AK@E^F?QR@F@7=@5P(O2@6΋@4yu@3Sog)@?{Daś@llܷpAVG7@!WF?jOv`@Y@F@8 ;#@8,ju<@8fMq@78@7|S?333334YoFXT?GzῖJE$ <ΝE@hA?6@HB F?Gz@F@5la@3j0@4'lv@2H@1g@?UT*EGI*e @D^V0Ạ|&'@8CܝF@@F@%v ?@&Ag@&m\@&iW@&PAU@o=E$Xl]g@~RAܥ0@]EF@@F@$xl@$I@$?W@$pQ8@$#M?Q?Jީ4Eь𩎣@M\JbA5K@#"7F?Q@F@+~@+(el@+@*̴@*\IU@ ?֤97DcɅp@AXcp=@ 夲F?k]@Y@F@8K9-z@8<`|@8ϻy@7@7?R^?GzH?$(EG@hTsemAƒS%@ARFF?GzH@F@+Q}/@+ +H@,;+@+0Tq@*"?c??ClFg&@`/B'Q?F?lvK@F@$t6 @)>t@">N e1@Z@JIJ4B@?T¶ xEpsܽO@̠kn AEN@@2F@ +v5C@F@$ܖ.\@&.Fp@%M.'@&HLҏ@& BY? +=p?84_j0E(^Q@q9^AD}@6F? +=p@F@8%Q$߄?@4ح@6mۖX@3z\k@1;>Q?=p +=?2E{]@aG,gAʑũ @CF?=p +=@F@' 5$*@'.RQ4@'R~<@'Ȼ8@'j`@?뷳`EpA"@̤I2A=D}!@2m4_F@@F@$4Y@&/9@%=4@&H: @&"?GzG?> Ed:sdil@@L0Ar@%\~@%8IN4@%i]":'@%ه??哮cE1Z@` +sA}"@Z] F?@F@4I4.@2/@3.\T@1<@1A?333333?$e ,0E)VR:0!@wsA}@@TF?333333@F@6IJ@4P&Aj@5)O@3_,*@2r~?333334ـ> V.E*v@u EAC@ÙtuF?6 @F@6DŽ +d@4PDvl@5 +P@3s^@2rAp?vZE7}_@izA՞R@H F@T[|@F@) NsV@(kt@)I"yt +@(K* +R@'le@ +=p ?<4Z`Ež9@ǸxA,:@WZ +F@ 󔷲@F@"F@"O@";x@"\e@# Ӹ*@?ɪ'D_?@s,s=A^v5@ InCmF?x>-@Y@F@8n(2@8+6z\@8|vs@7Ө@7q'? +=p +Q)ENG9`@:AԶr@D{F? +=p +@F@3GP8<@1MVn@2,R@0c@/1}?Qn69Ep"ِ@͗EAPb/@CN +F?J;@F@/{LW+@.>&]@/SeY@-iv@,0@333334?AnEI@ïѫ.Ag7@wF@333333@F@%yh}@&wH]@%? Aq@&@!`w?QRad"4EX@9AK@E^F?QR@F@7=@5P(O2@6΋@4yu@3Sog)@Ϳm;,rDq@Ȗ)A`|gh@ F? +6P@Y@F@8# @7엳tS]@8yE#sj@7 I5@7:X@?+D_ZV@j [AVJ @!%N F?hJ@Y@F@8 G8ff@8,x B@8#^R@7 `5@7eW?zGagYFXT@ 0qQDz1=X@ZAa8<@5HF?T ǎ@Y@F@8"SL@7@8uR$@7iȽ@7.-wo? +=p +ƚ>ENG9`@:AԶr@D{F? +=p +@F@3GP8<@1MVn@2,R@0c@/1}@3#_aE}@[{LP-AAo*E@VF@^-p@F@"u~_B@#V5Ns@##D@#gD@#­0.@Ϳ炬T|F"[n@/V{;A.u9D@seF@::qG@F@H/ @ d1BN@ aO@ q@ R?ͿSTiE(+ -@vAʀ@F?ܸ@F@5=M@3 `g@4l*#@2e}m @1xq/@?\R?^Eڳ @ћQA'2W>@9KF@@F@"@$7)j@#>:@$ZW@$7)?\([ )؛EqS2 @AĆc"Fg@djUF?\(\@F@/ ϭ@-@!@/G@-PW@,emV?zG|?sp/FXT??ؽ E LVVp@*ؠdA Έ@2~;F?@F@74;9x@4&m(@6,+=@3%vǕ@2Ʒ?x? E\@ZlA؍@׭ap_F?pnC@F@2!@0kNB>u@1xH@/@.* ?ȶhEe"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w?ً̿ˮEpKM@7f:e A"No@h!F?f@F@.ϊH@.)AG@/MTm[@-ft@,G2D@ffffff?G$2D͕'h@}5A`$X5@ + 0dF?ͳ|@Y@F@8 @7nל@8euh@7B@76rV&?񙙙gA\c7TEu@Ƙ+UAz@n$JayF?񙙙@F@+@++ }@+jn@*ΰD@*Sٶ ??kEe"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w?陙?'nEb*8@/,Ank0@V`cF?jm\#@F@0X@/gm>d@0fP@.A@- +s? +=p@9mFXT@ffffffG} +1DsA@ں'HA_rhD@ <@v@F?|?@Y@F@7ų1@7֍+]cL@8W;@7D@74U_kb?Qr@n8Ep"ِ@͗EAPb/@0F?3BY@F@/y/i@.>׃S@/t H@-=Ňk@,gM@p +=q?lEފTޘ@xH{ +A£+@ic9{F@p +=q@F@$7ͪ@$ l@$6 @%t@%'7R(#?$0Fg&@`/B'Q?F?lvK@F@$t6 @)>t@">N e1@Z@JIJ4B@?< +E~TG$@VAq*:#@>J2F@@F@'̜>[@'9+@'3@'6S@'tal}?Q@9mFXT??O}t?EQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛? +=p ?~~LE2hlY@G(A0GjU)@#BF?Zy@F@(ԬH@(ul!@(n{<@(G)'@((?333333E8\|@ n݇(Aln@wF?333333@F@5@[@2 ܕ~@4z@2 +}O@0d}+?ٙ?4E!D@x4!AX9]j`@ILF?ٙ@F@5ޱAL@3Sl@4Ov @2+6P@1f ?Q@9mFXT?GzH?5FXT?ٙ@] _i@(AE@) l@(Up@(<?ffffff?#EwC`@{WqA1ʔ@UF?ffffff@F@){Z'@)>@6 +*@)iyZ@)/t@)9# @?]G~`Eș*F@CxGGA-I{l@YVOF@ +w7@F@$s!Z@$i9F@$l@$!@$q?fffffg;A8Ef/$E@!P@Y@F@8 ZП@7d]i@8fr,#@7N@76'@v?QRdؘwEX@9AK@E^F?QR@F@7=@5P(O2@6΋@4yu@3Sog)?333333?30EC36?3@~XAbs@1F?333333@F@3Wf@1f.@2~6@0P(@0Es?\(0E~bE )t# @P%nqANQ'@[7sSF?\(@F@5'^o@3@5@2&?(@1@ + +=p?QHE( j@4@A߰snUr@CF@^@F@"o` @#(neA@"sU| o@#>N#=@#sj7/?Y+S@N\L A\ @(M˩F?b9@F@.r@.)LG@/Bb%|Ra@- -@,݃??rjFg&@`/B'Q?F?lvK@F@$t6 @)>t@">N e1@Z@JIJ4B@?V7DD @ې%A`!@ pH F?^ s@Y@F@8#A5v@7쒤@8y> x<@7YKE\@7:WIE?Q뿻YM +@Eь𩎣@M\JbA5K@#"7F?Q@F@+~@+(el@+@*̴@*\IU?\(?9QEVx)@lvAOv @bF?\(@F@29ճP@0h@1vz +F~@0ыJ|@. ??5Kn E1Z@` +sA}"@Z* F?/@F@4E@2@3.@18c@.fAA@-0Gkc?Q?ٙ,EQݥ2@ì܇A!}@ʲ +F?@F@([@(Tԣ[@(`@(Q*@(Hl ?333333_ PE "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw@ffffff?}k|D@P'eA_'P>@ CQB?F?ڐ@Y@F@7J=?@7O@8QBe\@7sb+@73z*@ @egDrE@}^>DmA^ɭ=E@ GJm5F?p&@Y@F@9?#@8šI@9 x<@7YKE\@7:WIE? +=p +?܇ȭiqE%k@ʕ>IAYl @9t@">N e1@Z@JIJ4B@333333C/F,֐9@_aA$@yCb?tF@F@F@c(@! rﴍ@ >3@!$G@!]9Ÿ??klDƾ` a@,,RDSAapb @3%F?(M@Y@F@6ҔC@74@7^H~@6ʛ[ @6>w?=p +=?|pE[Y@C)AR`@& F?=p +=@F@+~%@+WY|@+ﭵFY@*e@K@*Y.)U@Dқ!_@@THAYgW@ ޟ(F?F@Y@F@7I@7 @@7JB@@7X @7%0@UƊD/j@sA]mb@ mp8 nF?yЦv @Y@F@8Dd@8X@8]7)V@7䐇~@7l2]@?<>\EskZe@$$$Aq!B@P&F@T%@F@$^2Sq@$S@$jd#@$UO8@$@ @9Єl@7,?@7;?zG|@9mFXT@ ْz1D=_@=bA^ @ OcYF?C@Y@F@8e k@85ʂ@93Tc@8,e|^@7CT?=p +>?iZOEǾZ"@"AԔj;@y肽F?=p +=@F@& K@&A> v]@&3zW@&FP3@&PRS?̿M&EnE(v8*@lnlIAWR@eBfF?<@F@57@3;sV7~@4k@2vp@1y}V??76YEp>+S@c|vArI@+N GF?@F@.H x@.)c]@/?}SO@-@,3 @ EժDڜWY@zA^oA@ ^PޡF?҈p@Y@F@8kF@8̨4v@9$bQ@8% Ձ@74"C?񙙙?@}>Eu@Ƙ+UAz@n$JayF?񙙙@F@+@++ }@+jn@*ΰD@*Sٶ ??o\Et#@] A`$@E+νF? +@F@'a ܿ@&B9@&_3@&­J4@&D+?E*0˹k@jaAl8L@X1F?䎊qj@Y@F@2U@3@@3AF@3^c6@3GJֆ?Q@9mFXT?GzG?{o1PEdi` +@wjAQd=@FF?GzH@F@)?@)k@)sH"A@)˅aJ@)\??dxf0Fg&@`/B'Q?F?lvK@F@$t6 @)>t@">N e1@Z@JIJ4B@ND?w@|AZ{p#@ Ϣ`F?e@x@Y@F@7OgW@7@7{@7OWw@7ч?GzH?"wEG@hTsemAƒS%@ARFF?GzH@F@+Q}/@+ +H@,;+@+0Tq@*"?c?Gz⿻YM +@FXT?陙?gEb*8@*A7@Y F?陙@F@0S-@/fM.@0d0XF@.; @-1@ 333333? +BEJY&f@ DDA6ު@.VF@`{|x!@F@!Aw+@!dA3@!ПĽ@" -^]}@")@PjHDޗ"+@JʅAUp K@!+ϺYp#F?*0@Y@F@6b@7gxwq@7> q@7B v@7"zt3@333333@ӋFfѫ@ɠ\A5!@ fF@$Cߤ@F@7@J{@T!@ok@:1@?֬D2>@?!cA^H3@ X@圸F?柔]s@Y@F@8\L<@8#HF_l@89<@74J@7o_"?Gzʖ\0FXT?Gz?'>jE`TQ@0EOA$V@sF?Gz@F@1=%@0 mHH@0F/W@/%U/@-{'!@ǿ3$D!zR+@CAW][@!'ڮEAF?>P3@Y@F@7Tc +@7ip@7蠈|@7mv,!@7>64v\?Q?4EW)@JK{Aa~@ۼ)%F?Q@F@)>_i@(AE@) l@(Up@(<@ffffff޲Y(Dd@/ylA_Ue̺z@ >~F?嘈a @Y@F@7 }G@7!مM@8Tq4i@7;V̳@73d&(?޸QdJ^E " E@[A*@ÊF?޸Q@F@9@5F@7@4~{h@2&:,? +SE$ Ԙ@(,wA@G0F?& r@F@)Mn@(H@()g|@(xv@(c?ڃSpE<j@eJAoϒ=Q@Ov.F?չ~($ @Y@F@1O@3wN@2.@3!e@3IT? +=pd_Eޖ@:AŘг*@F? +=p@F@,m&O@,g+ @,́!IQ@+srgXD@+ ,>*?\(\?t9E(@y Aү^([4@\$F?\(\@F@&ߴbY*@&孆@&,@&q$w@&oHq)@?Dl, Dk@*WA^4@ M8brF?($Jb@Y@F@8jlZ3O@8)u?@8u,@7nuu@7qeF[@?7EHT|@]hA[/1"p@"EF@sh@F@$M̱o@%p@%^l @%a@&q@?g9Z Ep +@șaSAi,f@GF@@F@&:+@'S/i @')0c@'f/!|Q@'(4+?333333?̿E DΞ9@ azAaE!@2dF?u:>@Y@F@6t)D@6Ƹ+T@7}@6d@6Y"??dkPDƾ` a@,,RDSAapb @3%F?(M@Y@F@6ҔC@74@7^H~@6ʛ[ @6>w??t70DW}<_@O[AR@]!_F?@F@;+Mtm@7lЅ@9%@6C@5TׄF4?ffffffiHEx3la@PBAHRRxS@ę_ȀF?ffffff@F@( +Ub@'[Q-e@'C+|@'q跚{@'59@sc@ 9lDOȳF@ Ԅ dAVh*4t@! nF?c +Sy@Y@F@60P@7J7@7`iR@7&‰/@-%@+ȲśV@+*2:H.@ ?ߙr# D s$%@eӁч9AX2z@ HlF?B@Y@F@8<@86_*x@8-J_<@7Kh @7faV?У +=px~E@;zAh5@@C{F?У +=p@F@7IL @4N.I@6aI;@3[f@2~|z?QR?hR`Ek6@J=WAĕYv@NF?QR@F@,gj@,}Ks5@-EL]|@,nu@+g+??8u$bE\ͣ@iRXAI揪@ul4!F?@F@0R 3@0 u)4@089@/UgY@.Jד?Q?_rM +E1pIzg@>&Au@灺F?Q@F@6n@3wD@5h"bt[@21,@1-sWH?Q=yupE1pIzg@>&Au@灺F?Q@F@6n@3wD@5h"bt[@21,@1-sWH@?l8`DS@l R4A^Z9@ HWpcF?`N@Y@F@8o=u@8,O@8Kg@|@73.@7q5;{?zG|NsFXT@ De]DT.52@")CA_xU@ 8GF?ZRD@Y@F@9-,@88Y@9KBbz@88- }j@7|9V?陙# sEbR/@5AY@aXcHF?雇c @F@0c\Gm@/{+7@0qͪz@.Fds~@-Dȳ@ Ϳ5жOtFdHa@7xA ńT@,!AF@y-@F@ 5W@ TQD@ 6=@!#`:@!&"B?ffffff "V EcF=@S nAքw@K7F?,6@F@&Wo[*:@&Cs@&K@&A 4@&9'@ۓEʛ@ɦcmPAᬞ)k@"F@ |iu@F@! R&@" +QC@"YD@"p{@#%w ??Ҩ@E1Z@` +sA}"@ZuF?ֿ@F@40*p@2z@3.v@1<]@1Az ??sEB^@MR{AK$~@qF?@F@4bU@2-Fӫ@3j@1^ÖJ@0Oy?GzP`FXT@333333mLF,֐9@L#AAͯ{@jqF?F@J/@F@uv[@ S`[@ ΐV@! ,@!BYx@zG͡" 4E>| @ǁ{A@D2@̉~F@ ( +@F@#MM7f@$d&J@$*xy\q@$zi{:@$G9?p +=p:M <7FXT?ͿEQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛?Ql$ND5'`b@>"AS#Y@YS<7F?Q@F@:AVnv@6cg@82@6vOi@4k?zG?0+xE}$7D@ gA z`w@;F?zG@F@) +1@)W2@)}Ni@)Lw?@)>Gk@ ?ԴΟPD]b@lAW9{Pp@! m4F?8\h@Y@F@8(NH@8/7i@$f}v<@$, _@$|bWu,@$_?ffffff?ԠE5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58?GzH:6ujFXT@Ϳެ@/0I@-)Z@,3@ ?g D=2@bAY0@ w#F?Pܜ@Y@F@7=D*@7tD)@8SP@7'v@7i]?QVx*FEؾj_@a~AfA@ۙF?Q@F@*K@*"` 7@+ʘH@*K@)卑@?4D?h"@A[h_+(@ 'F?u!.@Y@F@8UJ@8NYa@8zO'@7^6@7i-:?QX2Eь𩎣@M\JbA5K@#"7F?Q@F@+~@+(el@+@*̴@*\IU?\(¿?WZ@$-+4@$i#:@ 2D&@Q#AVD+9@!!0|F?*)s@Y@F@66p@7hKIj@7=@7B2@7 #v?zG|?^X +{dFXT@?២X `FU@0@΋pA嗊Y.@ #F@D0@F@̓@!fJv/p@!7@! 5@!jJE-?񙙙?oz hE;ʓH/@ +oAի@,\F?񙙙@F@,q;>@,Ku5@,w?)s@+(]@+ -]?GzH5FXT?Q}K&E#.}@YIlAMYE@"F?Q@F@6d@@4tH,@51v@35@2R0+@333334?V~EI@ïѫ.Ag7@wF@333333@F@%yh}@&wH]@%? Aq@&@ CQB?F?ڐ@Y@F@7J=?@7O@8QBe\@7sb+@73z*?zG|v*FXT?D@Fk:G@`/B'2>)?ǠF?lvK@F@$t1@)2C@">Hz@Na}@Jp%!?ffffff?n#|D{@B +8AaC'3@]NF?M@Y@F@7C9Ӵ@7M:e2:n@7C|L@7h@6Ŕ¢?\(ÿtX$E-@AwAf4:@Αg:MF?\(@F@6w@4 On@5~=@3A,S@26OC@ ͿqFk\@أKAFy6@KY^F@<@F@ țv7@!S27@!m@!@!: v@꫙htDVJ@Ug#AX|M0$@ څW1F?DM@Y@F@7BzV@7l<]RL@7DP@7? +)R@7d ?fffffg?\+`ESJwL@b*~/A@DbTF?ftY@F@1t*@0@1d +j@0VNO@/c[?zG|?QNڇFXT@w~CDSQjں@ߞAU4@!,TF?h3@Y@F@7r +@7n'PV@7BZY@7Hfe@7'z8%?\(bXabzEVx)@lvAOv @bF?\(@F@29ճP@0h@1vz +F~@0ыJ|@. @ŭ"4D/1@sDA]n6@ mX:,F?xF@Y@F@8D2!9:m@8 5@8qQ*k@7Q2R@7lUoS,@^ATD0k@SAUOWˆ-@!<._F?C$@Y@F@6Oz@7go"v:@7K@7D:@7&ѱ?Ϳ}7E(f0@vA~`|@aF?&@F@5=2r@3 "ލf@4lr@2e!@1xf2@?奩 +hD7ӬE@i=A^Dfw!@ XUF?Y5;O@Y@F@8[ݴ_'@8#h#@8|~@A=ۆ@صu5F?ԝ{j@F@+E =@+rI@(C@/IjqDR@"xA_D'i@ 1ϮjMF? +D _@Y@F@9$l@8@9T\z ~@86b@* +2hjK@ + +=p㏦E J@&dAo@;F@oƗ(@F@!}7@@"M/vC@"'@"];A3@"t?p +=p?ha@FXT@?7Ewe@ĴKg_A^!@`jy7F@qc@F@$h@%@$뇼i@% Ÿ@%.Ê@Ϳ#AD @T4пAa #@*7TF? xF]@Y@F@8@!D.@7ղ@89@7=H*@7>ޠN?ffffff?GWHEwC`@{WqA1ʔ@UF?ffffff@F@){Z'@)>@6 +*@)iyZ@)/t@)9# @ffffff?&g! D@P'eA_'P>@ CQB?F?ڐ@Y@F@7J=?@7O@8QBe\@7sb+@73z*@ (/cEc+@(ׅ>L @)=0b@( f@(Y/@?4 ׀DGqG@q[8A`qdY@ 4F?3zN@Y@F@8:ԏ;/@7L{1@8Q@7J|@7>j8??4 ua`FXT@?Ӓw]Dg!@֦Q3AZS*6@ W6F?걚A_E@Y@F@79M@7FC@8ei.@7Il~"@7hw]S??SFtEug6c@)C0AɜW@|/F?@F@'!@( p*@'`A@(@(,-,? +=p ?jGFXT@Q?E@x`@ u A'”@7\/F@AƆ@F@#7U@$D,@$'̝`@$L(y@$\h?p +=p?+@XFXT@?]Dc,}@^:8AZY<)@ κZF?ꫴNP@Y@F@7 +OH@7V_G@8f'@7iO&@7hwt ??o6fxED m@XUAzC@#2F?@F@(gD@(M/kK6@(7vu@@(Ԩ@(#!?ͿoplٔEB^@MR{AK$~@qF?@F@4bU@2-Fӫ@3j@1^ÖJ@0Oy?333333?wk&DΣ2$J@"S7AaVwj@krF?n~@Y@F@6t)@6) @7LN@6wT@6Y:'??˴0RPD/NK@IȽAaX$@oWaF?ul@Y@F@7dr@7\1&@7ѽ @7Ok,@6܈"B@?NDc,}@^:8AZY<)@ κZF?ꫴNP@Y@F@7 +OH@7V_G@8f'@7iO&@7hwt ?陙?#uEf@]XA5-sLB@Z&HbF?陙@F@/Or@.k@0Ɵj @.Nxno@-nl$T?޸Q?AZlE " E@[A*@ÊF?޸Q@F@9@5F@7@4~{h@2&:,@ffffff?&ݾ,D@P'eA_'P>@ CQB?F?ڐ@Y@F@7J=?@7O@8QBe\@7sb+@73z*?333333?M+ZDrH'%@1ռAa7@f0KYF?wpy@Y@F@6qu@6p/@7F7 @6@6Xzb@ j'= BDLl@YAVb&A@! }@VF?^t)<@Y@F@624r@7b&<@7Wp@7:Z @7.75ע?Q@9mFXT@fffffg?B)E,Y&@]IZdA*-^]@xۗIF@Ӯh]@F@$ +Y@%BHy@%ώ@%[)]|@%d!%@?|BSEp +@șaSAi,f@GF@@F@&:+@'S/i @')0c@'f/!|Q@'(4+?Gzrw58E$ <ΝE@hA?6@HB F?Gz@F@5la@3j0@4'lv@2H@1g?ffffff*q=FXT?333333?Y\E)VR:0!@wsA}@@TF?333333@F@6IJ@4P&Aj@5)O@3_,*@2r~?θQ`>@E ػ$%@QՋϤAL@17F?θQ@F@7N3+3 U@4ð$@6Cm3ŽR@3l@2@ eDņZ@2A_C<.@ 0[?F?}3@Y@F@9%"ID@8-AT@9U&S @8<ض rF@74@?p>Q|D'`k)@֌uE"A^PKyM@ W0ewF?Ne@Y@F@8]>>1@8#Hu@8}@7~@7o{n?DߋE9+@wuA--@()F?hLt@F@(ƃ5@(,&CO@(ϧ~]@(&@(pK?333333?@aE "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw@? ++KsD8n p@|oA]a2OP@ nbzF?熘5@Y@F@8B<ξ@8^ ]~@8Za@7u!b@7llU@?Ki4D;o@2OA]]@ nBkF? +(w@Y@F@8B[GB@84z`,@8"@7X@i@7lF@-E.(_@ż6uXA:z@6#^F@lC@F@&̗Q@'eG4@'Oޜ@e@'q|9@'Tn_??a*B|Er8 +7 @V'ZIAL!Ex@ V~F?@F@.vGU@-;8@.|/_ߊ@-PG$@@,p@#JDm0&;@KE*AUmB@!2,XVKF?u g@Y@F@8 @ך +@8%8R@8 w@7@7X~[?333333?n E)VR:0!@wsA}@@TF?333333@F@6IJ@4P&Aj@5)O@3_,*@2r~??ASHE1H6@aVٝA*hA@Y8ڨF?@F@4Q@2aM@3@1^d@1o'_??r`Eo-@y>ȍAȗa@;,!zF?||g@F@'4i@@(ώ@(N<@(%68@u@(@02@]y#Eʛ@Y{I6ApY@tLsF@ +nӡ$@F@!#*@"1@"2gV@".SD@#~n*@ffffff?I(7EG{@̘Q0A%j@Ǻ&oF@F!q@F@$p߆~q@%a@@%fr@%rTb@%'"i@ ?ywpD_@G"AX60@ m:F?I@Y@F@8?Č@87\0@8b@7 [@7d.B???r7Eeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/@?yѐD7ӬE@i=A^Dfw!@ XUF?Y5;O@Y@F@8[ݴ_'@8#h#@8p@Y@F@7X?G@8=RX@8U軅O@8(LJBu@8 g˭@̿0F @ B_@F@ ?)'!@!@!H],@!YfYU@!Y@ 衮f@Df&@NhA` wy(@ ,v4mF?*c@Y@F@8B}@8=6@8@72@7vhg?θQZDI,E ػ$%@QՋϤA@oF?θQ@F@7N65A0@4óU@6Cp1(T@3ni@2;)@ffffff?@ CQB?F?ڐ@Y@F@7J=?@7O@8QBe\@7sb+@73z*??4nhEe"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w?zG|?>E9O֑@i6CA܂B4 u@!KNtuF?@F@*Uς@*|b@*t 8@*B#d@)"'?խ2E*qD[@LoA o@/%[KF?OyV@F@)H_4@)sQ@)? 8@)JY@) ?333333΅;KEC36?3@~XAbs@1F?333333@F@3Wf@1f.@2~6@0P(@0Es? +=p? aPEޖ@:AŘг*@F? +=p@F@,m&O@,g+ @,́!IQ@+srgXD@+ ,>*?333334?%^!E)VR:0!@wsA}@@TF?333333@F@6IJ@4P&Aj@5)O@3_,*@2r~@zG|e6ΆEی|- ,@A(@AZئN@C&F@ @F@$JQd@%@$6"y@%)!/#@%Q?Q??^BKD5'`b@>"AS#Y@YS<7F?Q@F@:AVnv@6cg@82@6vOi@4k?Q?NBgpEDF@~!Aѿ=)@b{`F?Q@F@'R>@'@@'L 2Z@'>gBwJ@'9:=@ ?p&yDm-m @L1ۓ%>AX1W~ggd@ dۑF?X@Y@F@8?@87z6o@888o@7\`@74б?p +=p-W@FXT? +=p6cDWj@lA#/L@A8'?F? +=p@F@9Ʊ@6o߱@8Rh#%/@5@4\..nu?ffffffg: E5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58@ *D{ȏ@@.7A`=|@ #lDiF?@Y@F@98Pu@8M@9c@8D5@7"S@?YD[ +zIg@o}ATShM@!T8-uF?_{@Y@F@7g*Sj@8Mp@8yč +@7@7Ef@ Y@-D Y@YiPAaym@a]F?W @Y@F@8EK@8aX>@9%Q@8A@@7x )?QD{:@,SU^uA.7@YeF?Q@F@9O:R@6M= @7D@5inQm@4 jU?񙙙?j t(Eu@Ƙ+UAz@n$JayF?񙙙@F@+@++ }@+jn@*ΰD@*Sٶ ?? n7,Ee"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w?Iǎ(E\SOJ@ wA5c"@F@0ߛ@1혗@/'@@.)ӟ[?333334?R@KEC3FC@~XAbs@1F?333333@F@3Wf@1f.@2~6@0P(@0Es?׮zGӆ${#uFXT?zG.2E:@j`NAB.~h@(sF?qn7@@F@)p@)Qե@)z y#@)FC-%@)6z{(?Q?ybEь𩎣@M\JbA5K@#"7F?Q@F@+~@+(el@+@*̴@*\IU?fffffgqESOퟱ@eA;C@Y`y(F?g2@F@1 +Qt@0UH@1d-{%@0JE@/E@&UD)>@+]AXA@ =wDF?KHӮh@Y@F@6=)@7W( *@7(^@7-k@734M?p +=p?ۯJEّo@ŜiAX1@[SF?p +=q@F@&E@'_GQp@'G=Cw-@'j@'_i@(AE@) l@(Up@(<? +=p#DWj@lA#/L@A8'?F? +=p@F@9Ʊ@6o߱@8Rh#%/@5@4\..nu@?Õu5nDCyP@ +)s>A[%LY@ MF?V. @Y@F@8y@8WF@8N@8>:@7vW@&;@%͈M~@%K ؍j?(\)?ԅ14%E&F?4ey@F@3 _ @1+C@2ٽxU@04a@0I h;?=p +=<TFXT?ᙙ? +sE9MU@"fAg?8@-oi;IF?ᙙ@F@39`/@2"]x"@30WS@1x_`@0ǍJ?p +=p?|sFXT? +=pjw=DWj@lA#/L@A8'?F? +=p@F@9Ʊ@6o߱@8Rh#%/@5@4\..nu@\S—HD!4zN@W} AVR@!8F?1P@Y@F@7S!@7lE@7T aN&@7EX@7"1N ?ffffffX#,E5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58@DD4 @O AVXWR@!qF?f@Y@F@7ͣcU@7neP@7}HoX@7G); @7$m~q? +=p ?koEYn@#Po"AgoJ@F? +=p +@F@(F??@(@(nZ@(deV@(+]'?QJA=|Eh!Ч@AHMS@*BF?Q@F@0RJ"@.` +@0Cwޞ@.+=nB@-n?Gz?' FXT?p +=p?ҼgFXT?Gz?Fڦ9E`TQ@0EOA$V@sF?Gz@F@1=%@0 mHH@0F/W@/%U/@-{'!?陙EcL b{@Qu8A(\@Q.&F?陙@F@0?KVT@/L_@0Ts@.<6T@-=?p +=p[`ڭFXT?Gz?WuˀE@ @3)(A̚Is@|0F?$<@F@'hJn@'+IN@')m@']Cn@'j/@?dqEǢ#@ǽٲ"TAb|@WUn]F@jF5@F@&[8!Gk@'$\@&cG +@'#ob$A@'I"Ff?QRMb0EJPh}y@+m$AxЮ@̰F?QR@F@6D@3j/@5(\@2?@1 ?q(8Ez:+9e.@A<6@3mgF?, +J@F@- @-d$@-G +@,$se @+f=9? +=p +MZs + EF@YdA4mA@F? +=p +@F@6FhT@3_- +@5T l@3|0@2j?Gz?ME@ @S^!AWk@BF?Gz@F@'Q +@'ؽ @'z!^@'Z]@'g@??#$ "EZ@AxA:=@, F?@F@,I{@, +6@-Qg#@,ܕN@+v$?Q?SPEؾj_@a~AfA@ۙF?Q@F@*K@*"` 7@+ʘH@*K@)卑?Ϳ&pEeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/?QR?NUiEJPh}y@+m$AxЮ@̰F?QR@F@6D@3j/@5(\@2?@1 ?əxdEE,@}ÃA?̿YX?ErVU @ ׌A&OJ@(KF?]@F@/!@. L+_G@/KYu-@-Eƃ@,7a?\(jLE )t# @P%nqANQ'@[7sSF?\(@F@5'^o@3@5@2&?(@1@ ? [ u4D7JA@M %AYx@ Z MF?\$_[@Y@F@7墘I]@7ُ΍@8[K@76@7ht??o﷎E(P@x2 ARƀ@ ]F?@F@5={@3 =@4l=QX2@2exW@1y%\*?=p +=?2/mE{]@wܯAv@63.-F@(:i@F@'&f@'')@'|P^o@'@'!ps @ 1D}rY6@Yp"A__2r@ 04GF?8@Y@F@81@8;J@8ֱ'~@7:Μ.a@7v9Bq@?_YUDgv֢@ɵqYAZSj@ ҄LF?pO4@Y@F@7=R"@7@8eēXX@7JX@7hw[N?Gz?ќ&2E`TQ@0EOA$V@sF?Gz@F@1=%@0 mHH@0F/W@/%U/@-{'!@ ~xDgA@g3DAV@! cQUF?]cA @Y@F@6?'@7OW@7vcT@7*xjLJ@7 Ð6@=[EXA@Q|%UAѢ6$@ܺ[F@.fI +5@F@%t@%|'@%Ϟ @&62@&>tC@^HYDPN?wv@-]AUrD@!,tF?AJM+@Y@F@7̅C@7zL@75@7S!Wt@707u?GzH?ٮWEIj)@v2SA$-@h$F?qu"@F@,@,1ce,@,r?@+n-@+*^F܂?333333?h:gtE)VR:0!@wsA}@@TF?333333@F@6IJ@4P&Aj@5)O@3_,*@2r~@W5EZZ7]@KGYA읔Ȋ[@@n4F@Yėt%@F@"E<7r@"9"Y@":l @"6Xw@".a|z?ffffff?dH`FXT??TxEý0@i=gAӿ.2@3F?@F@&qLb@&s @& +)e@&t@">N e1@Z@JIJ4B?333333;E r@Am]R}@i;pF?NΚ,f@Y@F@3g@4TS@4ZD$@4Hd@4M2C?QR̩k"FXT?Ϳ 7hEQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛?Ϳ{^$EB^@MR{AK$~@qF?@F@4bU@2-Fӫ@3j@1^ÖJ@0Oy?=p +=?tl\E[Y@C)AR`@& F?=p +=@F@+~%@+WY|@+ﭵFY@*e@K@*Y.)U@ gÝt@">N e1@Z@JIJ4B@?|38EONf@ 'a;AʹӪe{@*XF@u6*@F@&.="DF@'\r&e@'5 f@'m @'P7;??ȃ00E5ZÌ@C1 Aħf,o@ٳ8F?@F@,=l@,\&@-~3 @+׫\w@+P//tU?Q?QW7EDO!@=GaTA=I@1s<F?A@F@'Q"m@'4B@'DHU@'0V @'(ƜI@mJDYS@h` A]@ un!6F?͞%@Y@F@8*)@8ru@9>,@8^F@7K?333333 3֔Er@ٮ(AN,Et@Zl=F?+ @F@.s+Dž{@-ו@.DH@-:$1_@,q¤4?ͿҋZCEeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/?ffffffB'@EcF=@RKAֆ;I @PF?H@F@&W{)l@&C܃+@&Kյܽ@&@euN @&9Υ6[? +=p ۥN%tENG9`@:AԶr@D{F? +=p +@F@3GP8<@1MVn@2,R@0c@/1}?333333?6Ww E "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw?(\)?"iGIE!@4:Aɒ̨ =@lt&F?(\)@F@)wk@)FR@)2)5@)v=HE@)A#I@?8D7ӬE@i=A^Dfw!@ XUF?Y5;O@Y@F@8[ݴ_'@8#h#@8_i@(AE@) l@(Up@(<?׮zG2MFXT?333333?oįOXFXT@ 6[9@Dh@C SI>AX"C@ KF?ty@Y@F@702v@7l _@7@7?Wc@7"]l?333334Ēdd֠Es?y@˹wA@@+j@j[F?:վ@F@*XR@*LKv @*ڣ@)`[~j@)+i-?Gz"'DpFXT@݇ +DH3@+6AU5Wu@!,vF?%@Y@F@7()@7{g7@7|Bz@7TiL@70"}?\(?p: PE-@AwAf4:@Αg:MF?\(@F@6w@4 On@5~=@3A,S@26OC??\nE(P@x2 ARƀ@ ]F?@F@5={@3 =@4l=QX2@2exW@1y%\*@?#D;o@2OA]]@ nBkF? +(w@Y@F@8B[GB@84z`,@8"@7X@i@7lF@ +ffffff?zNE쨹}?@8PAG[*@ &VIF@ +ffffff@F@#9@%2=@$AQ@%P@%qE?=FME1D@d .Q6AXpB6@VFF?@F@46VQ@2 W@3џ|@1&#@1j@?O@K,DJkV@I"&8A`W;r@ ,F?>//t@Y@F@7J@73@8ŝ@7TY@81@7+t?\(<_cp~EVx)@lvAOv @bF?\(@F@29ճP@0h@1vz +F~@0ыJ|@. ??XL@E|e@/.hRAǎ@䅥F?Fn`@F@-K.LAx@,8L@-OV@,]'@+k @?vN@Ewe@GJn +A*FS@føF@O x<@7YKE\@7:WIE?(\)a`FXT?ͿJ֧EF_/]@AŻtŏ@4opF?޶9 @F@,Xۈ@+{I@, uu9@+]K@+8]??_E/Y@I̷Aߛ @s n!F?@F@*h@*LT@+?=TU@*\>6b@* +2hjK?Gz\giE$ <ΝE@hA?6@HB F?Gz@F@5la@3j0@4'lv@2H@1g@ffffffStDwv@2KA_Qpki@ ?TęBF?*\@Y@F@7@7g]@8T@"0F?@@Y@F@7N@w@8>I]@8VNTSc@8)[@8" o@GzH?N˽E/V^4A@|/5A)@<)QoF@GzH@F@%`@&h[@8Swy@8"<@8W?\(@9mFXT@333333?FsEѺعw@_lLA̫s5@%y-F@333333@F@%;U<@&4E@&nI@&5w@&t?񙙙x\|+Eu@Ƙ+UAz@n$JayF?񙙙@F@+@++ }@+jn@*ΰD@*Sٶ ?Gz?#i!4TE`TQ@0EOA$V@sF?Gz@F@1=%@0 mHH@0F/W@/%U/@-{'!??`EQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛@O~DlA]@CAXfI "C@ óWF?f:@Y@F@7Ы@'o?(Zv@'`;?zGe/fƣ FXT@ ? ID s$%@eӁч9AX2z@ HlF?B@Y@F@8<@86_*x@8-J_<@7Kh @7faV@q{"@EZZ7]@o~n;ZAo)3@HWF@F@F@"@#Lqd@#IE@#[n8@#|I|/?333334@3xKD.!;@d _@AGA@S&rF?3?I@F@8^KC@6 ē +@7ls@5+H@3A[ڻ?ܫo\E\ @,V!A`Ķ@sjȽ-F?ڒR}{V@F@1iP+@047wSw@1P@/sA|C@.3QQ?Ϳ w@EQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛@fF(c!䰼@}X{A#z':@W6,F@y@F@z!b,@ji@*m^@ ~SH@ cF@?EjhD7ӬE@i=A^Dfw!@ XUF?Y5;O@Y@F@8[ݴ_'@8#h#@8 x<@7YKE\@7:WIE@ffffff?$D@P'eA_'P>@ CQB?F?ڐ@Y@F@7J=?@7O@8QBe\@7sb+@73z*@?粉xD @ې%A`!@ pH F?^ s@Y@F@8#A5v@7쒤@8y> x<@7YKE\@7:WIE?Gz~h E`TQ@0EOA$V@sF?Gz@F@1=%@0 mHH@0F/W@/%U/@-{'!?Gzb1R)nFXT@?8\@D;*'@BʼA]]ڞ@ oҽF?2I@Y@F@8BS8@81Ol1@8-@7Uy@7l &?fffffflFXT@zG|׉ȅ(E'e@CA^c@H|IF@ +N@F@$2T@@%n v1@$b˙@%b@%;) 4??QR?>T$EJPh}y@+m$AxЮ@̰F?QR@F@6D@3j/@5(\@2?@1 @OD8؅@iAY[lFM@ F? H@Y@F@7l@7Z]:@7{U@7gL<ä@7-Guy? +=p +@9mFXT?? ظĈEQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛@fffffg?z곣 +E,Y&@iA.]@y%[AF@ffffff@F@$-B-@%D%@%Q`@%]j_@%P=M@"DD@D"AXpt@ UחF?3H+@Y@F@7 (|d@7ew`*6@7.@7:)}@7H@?.8xDb!t@l.^AV*)@!`F?jj%@Y@F@8 ~@8,h>H@8ss@7~@76??EK9lEf&@oH!AFG@eZF?@F@)}k[x@)OPϯ@)rqzq @)F\h5@):uA1}@\(?ޛitE_`2}@{ŃNA˂l)J/@)j,?F@Jͯ@F@&;a8/@'6Ʀ@&9@'*&W@'V8@ 333333?4q-`EJY&f@vAbݝ@"F@U>@F@!mA@"ai̬@"*Ehp@"rv@"H?\(?NE}@pDžXA#@ӮF?\(@F@)_[sl@)!ٮ@)LA45@)n _@((?Gz?3YlJE`TQ@0EOA$V@sF?Gz@F@1=%@0 mHH@0F/W@/%U/@-{'!??T=EWT@Rt!A"~>DR@KT گF?u @F@)*!f~c@(J`K@)-?G=@(rX8@([H?333333? +2EOKgb@ʍ?A=\;@8%F?333333@F@+#Z@+0Zy8@+&H+@*ޡ@*rrb@;x@DÙW@1>;XfGAXO@ 6:E{F?eh@Y@F@7;@7Pp@7>@7R5g.@7"mm@ ?ҔlD s$%@eӁч9AX2z@ HlF?B@Y@F@8<@86_*x@8-J_<@7Kh @7faV@^淹D1W)61@uF8~A]k' @ m_pF?{@Y@F@8C܁b@8t:@82sfu@76W@7l R@?LnlDgYMG@\QXAZS4g@ mF?걅H@Y@F@7;P@4F?zG@F@)ݽΘ@)([@)9DZ@){@)]NA#?Gz?C%E`TQ@0EOA$V@sF?Gz@F@1=%@0 mHH@0F/W@/%U/@-{'!?Q?>^LmD5'`b@>"AS#Y@YS<7F?Q@F@:AVnv@6cg@82@6vOi@4k?p +=p?q\FXT?У +=p+8CE@;zAh5@@C{F?У +=p@F@7IL @4N.I@6aI;@3[f@2~|z? +=p %FXT?\([@9mFXT?Ϳ Eeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/?QR?iD0EX@9AK@E^F?QR@F@7=@5P(O2@6΋@4yu@3Sog)?zG|@9mFXT@G$Fg,F@vh_*AD@LQF@ @F@*tT7@ o?F@ &*#;@ 6@ T@W E1PS-@gQA@_~@DPF@6@F@&/\@&n'K@&bq~@&vgۄ@&I6@Ϳ `sgLE!Jky@?ށA)@DF@xy@F@&cFhE@&V-#@& +U@&Y@'pS4@?Y lEGI*e @D^V0Ạ|&'@8CܝF@@F@%v ?@&Ag@&m\@&iW@&PAU?\(?sFD\Ep]/@ `A3'4@5S0 F?\(@F@,Nr{@+]&@,nW@+j#&@+V+``?Q?&oVpEь𩎣@M\JbA5K@#"7F?Q@F@+~@+(el@+@*̴@*\IU?zG|BNFXT??@HEt#@2H_Amvk@Z F?_j@F@' .Aw@&O@&(V@&@&d8K?? uE /1O@Ň*AwL@'F?@F@'= @(5wB@( +[#@()@(B)b;x?t*ExVs:@;tz +A'@#IoF?R@F@))jٱ@){L&@)"bU-)@(mk@(? +=p 5FXT?ffffff?гʓ~PE5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58?zG|7:mFXT@333333?K{EѺeg@CzA=V@%!zF@~E| @F@%F@&NVSVD@&}R@&Ʈa@&y?GzHW}A8FXT?p +=p@gFXT?3333331E "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw?(\)?6LE!@4:Aɒ̨ =@lt&F?(\)@F@)wk@)FR@)2)5@)v=HE@)A#I?GzH?7zEG@hTsemAƒS%@ARFF?GzH@F@+Q}/@+ +H@,;+@+0Tq@*"?c?ͿiުEB^@MR{AK$~@qF?@F@4bU@2-Fӫ@3j@1^ÖJ@0Oy?(\)?bEuձ@WA=?Un@ݩF?(\)@F@*%l@*Yq@*Ĉ@*"OP@)UR@?HXU0EskZe@a1WUA8^Q@[pF@d'@F@$`Μ@$l@$zM]@$?@$9?zG||+ FXT@ g~Eh!~@̒cA؊~u@#iZF@}7X[@F@"ݓ;y#@$w@#֑Ü!@$0U@@$k@ffffff?,9(D@P'eA_'P>@ CQB?F?ڐ@Y@F@7J=?@7O@8QBe\@7sb+@73z*@rVD@F@>z@!6J( @ @& (@&ϛi@&@'vo?θQ>25D"}'@Wr7AP_t +@pF?θQ@F@> "q@9 X@;Q]@7'>@3) @?KEQ^f@Ȏ Aʀ!@G~HF@\¹@F@&D}yg@'QFs@''cD/@'cu[@'TY`g@ ?O,|E̻+@ՁAj@j-mBF@ @F@#</E@$YUZc@$V26|@$P$@%)K?333333o, +@E "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw@\(?XzE_`2}@\A`A˵Tbg@)"~ ZF@8@F@&9O@'t&-@&!3|@'%Ty +/@'Qw?~;?zG|?BFXT?Gz@9mFXT??. +̰EQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛?\(ÿX,E-@AwAf4:@Αg:MF?\(@F@6w@4 On@5~=@3A,S@26OC?Q?ӪEW)@JK{Aa~@ۼ)%F?Q@F@)>_i@(AE@) l@(Up@(<@\DāU=@ZzAU>iH@!>/gF?VH@Y@F@6 +n,@7O:y@7~S)@7.Q@7ˬ@@P'8D@H@k3WAX7j@ k !F?l-@Y@F@7,@7xA@7¦Hvp@7JɲjL@7U? +=pئHAlEsx&@yIhAhɤ@F? +=p@F@,{{Z@,!7 +}@,ܭ@+u@+szO@?]E柦URk@$SA3?K@d8e,F@@F@#P@@$qM@$= ?@$ @$sKĘ?ͿD*E5>k@bIkёAuY@ܕWF?VWiJ@F@-"g@/z$@/h <>@0 {Թq@0GN? +=p +?#\E%k@ʕ>IAYl @9IAYl @9pFXT@̿hFIIgq@װ?@AlM @ hF@k}@F@fQ@!3mK@ d @!Nᵱ@!ء?*DEH9|k@ʑݚAr,noE@F?^t)<@F@2 SZ>G@3@2%s@3@3HYi?\(?ǵ#/EVx)@lvAOv @bF?\(@F@29ճP@0h@1vz +F~@0ыJ|@. ?Q9׆E#.}@YIlAMYE@"F?Q@F@6d@@4tH,@51v@35@2R0+@?O9D0o@%A\~S@ :~F?iDg8~@Y@F@8+@8 S@8ف@70@7j@/͚D.I@q^DASb@!jy.9F? +|Zr@Y@F@6_B@7a|@7BV@7Cw@7-)?ffffff?vYE5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58?Ϳv@MDEEyu{@:.AО@pPF?@F@)Fˮ@(JY@)Hd)@("}kB@(]Z-;8@ ?Ód'D_@zcA["@ yؙiF?$tS@Y@F@8A@8b""v@8{P@8Y@7i9Yf?333334?PEC3FC@~XAbs@1F?333333@F@3Wf@1f.@2~6@0P(@0Es?p +=p?NhFXT@aD@abmAV9C`@!"UQF?5?|h@Y@F@79@7}!{6/@7c@7Tlh؄@7/~@ ?SD>0 @|AY0@+@  #mF?h3*@Y@F@76Z@7Ge~\@8S[@7'@7i8xK?333334?NEC3FC@~XAbs@1F?333333@F@3Wf@1f.@2~6@0P(@0Es?񙙙?eEu@Ƙ+UAz@n$JayF?񙙙@F@+@++ }@+jn@*ΰD@*Sٶ ? +=pJE(^Q@q9^AD}@6F? +=p@F@8%Q$߄?@4ح@6mۖX@3z\k@1;>Q?333334?Ūe Ey+@IkA&@mծF?333333@F@*p^s@*dgtQM@*e-t@*%(z@)\3?Gz?+kFXT?ٙ8?1E ?b@] S3A9V_@=!F?ٙ@F@=g-@8k +x(@:@6@3Fç?QR?7zEJPh}y@+m$AxЮ@̰F?QR@F@6D@3j/@5(\@2?@1 @?|; DP @3&QAUݨ@!/O "iF?Yr@Y@F@8 d +@8&l@8@7U>g3@7{l?ءPEmø@A՟ C@!+sF@ "$@F@)SZ@(ڃ@)B7?L@(FgfUS@'A묈?Gz E$ <ΝE@hA?6@HB F?Gz@F@5la@3j0@4'lv@2H@1g?QK9ÊE1pIzg@>&Au@灺F?Q@F@6n@3wD@5h"bt[@21,@1-sWH@p +=q?&4EފTޘ@Ӆ/Aؑl@e[eF@TL@F@$/^4E@$,w>@$/@$D{A@%~?Z;EY,V@'3AҠDMa@8!boUF@{ 9@F@)-WW@(+6e@)UlS@(;<@(!s?333333? +jc)PEBD@ʴ-mA[1؈@!:F?333333@F@3 mj.@1|R@2@0p1@0I ށF?'J@F@.}@-uj_@.&al9C@-B0@,wg@ +ffffff?#>E쨹}?@8PAG[*@ &VIF@ +ffffff@F@#9@%2=@$AQ@%P@%qE?Gz%m.E`TQ@0EOA$V@sF?Gz@F@1=%@0 mHH@0F/W@/%U/@-{'!@ ?E̻+@?6Ay!Q@jF@ E@F@#;Ras@$p3@$T?^ҘEǾZ"@"AԔj;@y肽F?=p +=@F@& K@&A> v]@&3zW@&FP3@&PRS@ADKR5N@V(A] hσ@ t,F?͉.@Y@F@8Xs@8sG@92ߗ@8*}@7a.0??{1Ep>+S@c|vArI@+N GF?@F@.H x@.)c]@/?}SO@-@,3 ?=p +=FFXT@,E2DEiض\@yHA}+S@czAr#*%@+K8F?yZ@F@.W)E9A@.)jJb\@/?\mS@- w?@,5$@ffffffoJxD@02BZc@Y@F@8`R@8=@8 +@7[xSU@7vaLN?Q@9mFXT?zG{?On#|E܁^j@gA۔@k;mF?zG{@F@'Үu@'"&@'Ü@'[k<@'P?ə`dJE`a9@vdA;B!@8@ CQB?F?ڐ@Y@F@7J=?@7O@8QBe\@7sb+@73z*?ٙfE!bl@u3CA2UY@1?GzH?%-FXT??߯ +EWѝ;@i&A\x@TiF?@F@)02^Q@(@)  y@(dd@(ܷ^T@2F:u@ kuA=5@ F@sRGq@F@ J_L@!q-:@!&*ț@!7@!˻&@?X{0DQH@3J +AU a@!/SWaF?Y|@Y@F@8 a @8&k؆@8؜Ϯ@7T3@7~*??!AED m@LAǖyz@)=rF?0̼,@F@(,G@(Y[@(cn@(3@( @?SEǢ#@?!6xA`@2WF@@F@&b(Ϩ3@'$c@&,@'5Rv@']U0Ŏ?|l}Et#@mOA?P-[@9!mF?n~@F@'V[@&Dn)@&MTh@&\K@&Hϭ@?B&DK@L=5%WA`IL @  >F?c @Y@F@8#5U@7-@8yU@7ůh@7:\(^@ orh#Dߏj@9XHA`f5~Qy7@ QbF?6P%@Y@F@88VAU@8HES1@8͓\'p@7|@7z? +=p-P E(^Q@q9^AD}@6F? +=p@F@8%Q$߄?@4ح@6mۖX@3z\k@1;>Q@ 3BD0@P`% Aa'^@!FF?@x@Y@F@8=dH@8bqQ@9Öqt@8{@7 +Wn?ffffff8KeET8s"a@z8 JAM\@?JF?ffffff@F@1y(@0~@1Q"z@08@.ݱ0!?333333@9mFXT?陙? eV<EcL b{@Qu8A(\@Q.&F?陙@F@0?KVT@/L_@0Ts@.<6T@-=?\(ÿ%0pE~f+N@2M[Ar-S@OA F?򻫧 @F@,SYР@+є:f@,&gzG@+j`VC@* +@ ?֛77Ds@M:AY:(@ TUF?\>@Y@F@7堦&=@7-@8[v<@7h@7h!@?FqDP#h @2v@9);{]@8'Z3_Q@7%8]u?=p +=x3FXT??V|Fg&@`/B'Q?F?lvK@F@$t6 @)>t@">N e1@Z@JIJ4B??_AE\ͣ@iRXAI揪@ul4!F?@F@0R 3@0 u)4@089@/UgY@.Jד??# E1hʑ@3J=AD/̃@esdF?@F@)Ru0t@)-;hrnf@)J-@)&ҷ83@)u?Q@9mFXT?\([@9mFXT@ +U[pF'+@AI[A-o3Q}@F >F@?x^@F@ ;ѿ@!~HK@!X @!7?"0@!8o?񙙙Eu@Ƙ+UAz@n$JayF?񙙙@F@+@++ }@+jn@*ΰD@*Sٶ ?Ϳ q0ޮ8Er8 +7 @V'ZIAL!Ex@ V~F?@F@.vGU@-;8@.|/_ߊ@-PG$@@,p?ffffff?@E5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58?ffffff?РNEx3la@PBAHRRxS@ę_ȀF?ffffff@F@( +Ub@'[Q-e@'C+|@'q跚{@'59@sc?? C`E1D@d .Q6AXpB6@VFF?@F@46VQ@2 W@3џ|@1&#@1j??ūE{z{Z@;UGA~kFS@XBF?@F@-fڐe@,* a@-խ)@,zMl@+͟Dʢ? +=p@9mFXT?׮zGFBFXT?333334?.{`EBte@SJA| @Bs&F?333333@F@3)@17@2(U@@0Жi,@0K@?5{utEڳ @ћQA'2W>@Q>F@2@F@".@$7Er@#?@$ZWq@$79j?QXk}pEJ@ABe@ʎDq[F?|@F@+~t@+*}}Eb@+̤@*Rَ/@*K緭??qN .E1D@d .Q6AXpB6@VFF?@F@46VQ@2 W@3џ|@1&#@1j@?NZEaGc@뤂/dAЭO@>SF@+&@F@&E]@&¬Xs o@&V +R@&ݙ/@&>?fffffg[@]EdY«@X"AXj/N@ȅa|F?fu>@F@6_>@3јͷE@5j.@3/b<@2':@ ꒵_ND;p&@4AWp@ {,oF?Uhƒ@Y@F@76R@7hφ$@792GT@7>3K%G@7}?zG?ʥŠE?\z@i>Aǎ{Gvb@" +F?.@F@)ݒJ@)&i@)7ݨ@)z8@)[t\?ffffff?ē8FXT?ȇeFYo@ B yG?G#ŎF?֝%@F@'m`<@Ң6@פjmRb@@M22 c@?6!EgC2@Ĥs۩"AS#Y@YS<7F?Q@F@:AVnv@6cg@82@6vOi@4k?У +=p? d@E@;zAh5@@C{F?У +=p@F@7IL @4N.I@6aI;@3[f@2~|z?陙E[PEcL b{@Qu8A(\@Q.&F?陙@F@0?KVT@/L_@0Ts@.<6T@-=@\(?U"bhE_`2}@:At~S.@)x`F@\(@F@&@DF?5[@F@25I !@1Yy@2|˶E@0%m@0D^ƿ@U,HFDgJ=@ +HAVYjs@!$˛F?"AS#Y@YS<7F?Q@F@:AVnv@6cg@82@6vOi@4k?陙:keTEf@]XA5-sLB@Z&HbF?陙@F@/Or@.k@0Ɵj @.Nxno@-nl$T?333333?tME8\|@ n݇(Aln@wF?333333@F@5@[@2 ܕ~@4z@2 +}O@0d}+?ٙ?UE![Ɗ@vJF~AOkb@UtF?ٙ@F@52x`@3@4DsB@2@1֙4?333334?7f.Ey+@IkA&@mծF?333333@F@*p^s@*dgtQM@*e-t@*%(z@)\3@ ?V$!D@BiA^I%@ R9~F?d9@Y@F@8c(G/@8&+G2@8O@7mΎ]@7p3c]?333333?7/EBD@ʴ-mA[1؈@!:F?333333@F@3 mj.@1|R@2@0p1@0I Gk?Q?4rD{:@,SU^uA.7@YeF?Q@F@9O:R@6M= @7D@5inQm@4 jU??dEr8 +7 @V'ZIAL!Ex@ V~F?@F@.vGU@-;8@.|/_ߊ@-PG$@@,p? +=p 7t &FXT@333334GH +E~[V@ơgAo@HjeͦF@K@F@#kkI4@$$ic@#%_@F@# +?@#KS,ec@#܊G@#ُ'@#@ +ffffffᨑ+?F7@AAO@"q LF@UOu@F@!r&@"u@!)Y,@""L@"M(C?=p +=?҃OFXT?陙?"`JXEf@]XA5-sLB@Z&HbF?陙@F@/Or@.k@0Ɵj @.Nxno@-nl$T?陙#EcL b{@Qu8A(\@Q.&F?陙@F@0?KVT@/L_@0Ts@.<6T@-=@YPD23`@v}mzA]j 0@ mΜ2tF?}OB@Y@F@8Cy.!@8c`@842@7܎~@7lIσ +?Qm[MFXT?̿NVErT;H@$f`Axll@ǣF?v@F@/d@-cK@/pme@->.@,=3?陙?ӵr3@Ef@]XA5-sLB@Z&HbF?陙@F@/Or@.k@0Ɵj @.Nxno@-nl$T?ffffff?SSpET8s"a@z8 JAM\@?JF?ffffff@F@1y(@0~@1Q"z@08@.ݱ0!?ᙙ?@E9MU@"fAg?8@-on̖F?ᙙI~@F@39v|@2"]x@30f0@1x_X*@0̸ ?333333?EBD@ʴ-mA[1؈@!:F?333333@F@3 mj.@1|R@2@0p1@0I <@fffffgs_E/aƉ@4_APmI@9AmF@+8@F@!ƥ@"杶C@!O!Ʉ@"]^@"AO ?θQ|sE ػ$%@QՋϤA@oF?θQ@F@7N65A0@4óU@6Cp1(T@3ni@2;)?333333#2E8\|@ n݇(Aln@wF?333333@F@5@[@2 ܕ~@4z@2 +}O@0d}+?zG|ԚORE@ &@.sA7HU7@/?F?h@F@4 Y@2Q8bU@3'|@1~C@0dW2]@ + +=p?^تEG@̟@/0I@-)Z@,3?Gz@9mFXT@ H+Dz2 *]@ A_$y3@ 9w#$F?`:@Y@F@8pUc@85>9@8͡짠@7ڝ@7tkL~ @p +=q?xREފTޘ@xH{ +A£+@ic9{F@p +=q@F@$7ͪ@$ l@$6 @%t@%'7R(#?Ϳk@![X@! u?`QEzk >@aΝ +hAL4}x-@MMϑF?&#@F@.3.H@-"ƚ=@.b7@,y F{@+a?}%g!EA:@cCAų:@ #F?@F@,6C*@,>‰/@-%@+ȲśV@+*2:H.???耶.E{z{Z@;UGA~kFS@XBF?@F@-fڐe@,* a@-խ)@,zMl@+͟Dʢ?nKҍDW}<_@O[AR@]!_F?@F@;+Mtm@7lЅ@9%@6C@5TׄF4?\(?*uD\+E@+A <,@eJa6zF?\(@F@8iz@5RE@7:8Brj@4 @3뾅2?QRsLpEX@9AK@E^F?QR@F@7=@5P(O2@6΋@4yu@3Sog)@ ?h\hVFK|p@w^.JA?{@/WF@h@F@!mZke@"@"Wm,0@"2@"4S?3333346 P,@EC3FC@~XAbs@1F?333333@F@3Wf@1f.@2~6@0P(@0Es?333333:Hf*LFXT?Q}+qEwOl9M@|A}e@+y&aF@nTqq\@F@(yt~@(^,O#@(w^@(Z5}@(V$7v?i&FzE1D@d .Q6AXpB6@VFF?@F@46VQ@2 W@3џ|@1&#@1j?GzH?ev ,E=FCbW@AŐ_ +@ +woF?GzH@F@,: 7PM@+W@,&@+|%6@*?́?\(?WjEp]/@ `A3'4@5S0 F?\(@F@,Nr{@+]&@,nW@+j#&@+V+``@;k#/D @{AX? y~@ ˮzF?l@Y@F@7QS@7qF|@7k_@7Efk@7Ҫ ??qioDƾ` a@,,RDSAapb @3%F?(M@Y@F@6ҔC@74@7^H~@6ʛ[ @6>w@Rc,D|@ qCAXo@ U2ʣF?묆h@Y@F@7a@7=qy>@7?@7lH.}@78ޟY?zG@9mFXT@!8^2Dҹh>@[#tOAVWC@!-F?wFz@Y@F@7{sl@7{7Fz@7E@7S45 @7-$@n??9Er8 +7 @V'ZIAL!Ex@ V~F?@F@.vGU@-;8@.|/_ߊ@-PG$@@,p?GzHoFXT?Qt*EEPIP@K:A.ķj@HQQF?Q@F@+7!@+*,F@+Nti@*x ض@*^T(?ffffff?̵M{Es.@åʰ:fAMض6 ?@7T bwF?ffffff@F@(wW[4@(dzkr@(Zw@(˵>@(C@GzH?۫E/V^4A@Njf]9 A{׭ݵ@Ge+nF@s@F@%+M"@&tB@&MpEb@&u+@&W?333334?H"7 E$R@PmAȧ3Z@yF?ѽa^@F@*͕@*DF/,*@*ZB@*@Sa@)3^@?OvSDgYMG@\QXAZS4g@ mF?걅H@Y@F@7;PsP@ r#/F?穼K@Y@F@8>ٱD@8v@8%@7FE $@7lA:m?\(?EH D\+E@+A <,@eJa6zF?\(@F@8iz@5RE@7:8Brj@4 @3뾅2?Q?GPEh!Ч@AHMS@*BF?Q@F@0RJ"@.` +@0Cwޞ@.+=nB@-n? +=p ++8CEF@YdA4mA@F? +=p +@F@6FhT@3_- +@5T l@3|0@2j@̿7֝ױSF @<vnA`r@DF@d=@F@ D@!Q +@!QC~B@! ^@! +@UtDb5/@L絊<AYZjr@ ԅ}`F?n.3@Y@F@7[*?@7JX|@7瀵N@7`9ٰ@7*A2V@ +Dÿ ~@Ӡ%AWwF݋@ ~F?ʁ@Y@F@6 N@7I"@7i@7#[@7')??Ee"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w@ffffff?e)D͕'h@}5A`$X5@ + 0dF?ͳ|@Y@F@8 @7nל@8euh@7B@76rV&@s0pTDU§@7DA_>@ AF?>lLYu@Y@F@8x71@805.@8lIݖ@7܄U@7s c?Qn; E#.}@YIlAMYE@"F?Q@F@6d@@4tH,@51v@35@2R0+??J ]@E /1O@`A$빉3@* -F?7y @F@'ay@(6O@(K\@(!a@(8`??^{Er7eFg@2tOӰAM wj@ F?@F@.\@-W8i@.%@-Q u!@,.JS?Q?nEь𩎣@M\JbA5K@#"7F?Q@F@+~@+(el@+@*̴@*\IU? U%E$*38j@Н1aAkKa1@y;fF?u@Y@F@2@3R@3O@3yIuH@3bm,?Q?|*uk(Eh!Ч@AHMS@*BF?Q@F@0RJ"@.` +@0Cwޞ@.+=nB@-n@?俐D8D?h"@A[h_+(@ 'F?u!.@Y@F@8UJ@8NYa@8zO'@7^6@7i-:@ uJD—+@ /cAVży@! $kpF?Zx_@Y@F@6Q +y@7X7I@7,r2@72[)@7N?GzH@9mFXT?fffffg?ERނ`B@ AU@H|dF?ffffff@F@*Uy @)Zc4k@)2@):=|@)| +sw?? +lx& DW}<_@O[AR@]!_F?@F@;+Mtm@7lЅ@9%@6C@5TׄF4@?ׁ:VxE柦URk@ȖVQAYw%@_ F@Wgȗ@F@#uK@$U-s@$#WI@$f{_:P@$h?fffffg?m}2sEc@X"AX9⣀@Ȏc5F?ffffff@F@6_*"V@3&9A@5j-@3/蜎@2'@333334?6(EI@v̪Aч_@Cd@ F@ HID@F@% !@%t)2@%,kY@& - @&:C~C?zG?t(NsE}$7D@ gA z`w@;F?zG@F@) +1@)W2@)}Ni@)Lw?@)>Gk?Q27&xD{:@,SU^uA.7@YeF?Q@F@9O:R@6M= @7D@5inQm@4 jU@?ʿ0ojD5Eձ@~ + -A^Fay@ XwF?ae@Y@F@8\&@8#.9@8QL@7ҵƏ7@7oXþ@fffffg?^yHE/aƉ@LJ`\wAćY@NF@ YҿU@F@"={@#.'&@"w@#Ƃ@#7X3?333333Hۼ&E "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw@`WD!7p@]dAc-7 &]~@1rF?ޤTɆ@Y@F@7E5@7l[@7z +_@ @6D2[5@6sPB@ffffff=iD u@/ȧvYA_T 1y@ ?CiF?R~@Y@F@7* @7"м%@8T..@7Ee@733Gf?Q@9mFXT?=p +=?.%?FXT?θQ?ƵE ػ$%@QՋϤAL@17F?θQ@F@7N3+3 U@4ð$@6Cm3ŽR@3l@2?=p +>?7EǾZ"@"AԔj;@y肽F?=p +=@F@& K@&A> v]@&3zW@&FP3@&PRS?333333z@QEd:TO@&BAƢ ?)@irF?)(v>K@F@+e7@+0\b=@+0f]@*ۅ^6@*k 27??` D]%k@0jbAaG@dbF? +(wN'@Y@F@7Uc@7Ukc@7 *\8@7AMh[@6Ǻ:4Q@?YxF7c$@Ѽ %e&Ahp@#h9F@5@F@'q@!t@@!>_@@!PXr@! ,?fffffg?WPESJwL@QAW! @i57F?ffffff@F@1g@0dZ@1d|)m@0òED@/]n"@?sRDaś@llܷpAVG7@!WF?jOv`@Y@F@8 ;#@8,ju<@8fMq@78@7|S?Gz(=pFXT?񙙙dEbn@'ԣA܂B4 u@O@F?os@F@+!y@+d @,~q@+@*k@ )D]eU@%.JܤA\׌@ {==F? +L/{@Y@F@8j>@8o9ۦܼ@9 2.@8}Y@7k$S@? C`F +`OU@YeAڽK* 6@=EUF@27@F@!:V첢[@"'z6$'@" @#fJ3@#ckO?ffffff?쟄EwC`@{WqA1ʔ@UF?ffffff@F@){Z'@)>@6 +*@)iyZ@)/t@)9# @ +=p ? Ež9@cCwUA畑1@'F@&@F@!؛r@"Z[@"8/`@"dvy@"xn^n=?Ϳ2KEFXT@̿eFIIgq@b;AgZJ@ F@"(O@F@I=XO'@ ɻS@+Ͻ@ 'r +h@ Oc@ ?f/DcB@v\AXFSv@ װXF?kP{@Y@F@8KǛE@8D,@­x vAT׽-@!Go)xF?GN@Y@F@6ذ7@7a@7"@7@Ut&@7% n?333334?W4EA[$@t+AujZ@ϬnF?lT@F@+qJ@+@+z@*x-@*c8lu?ٙ&E!Z@y䢃g^Ab@96PF?ٙ@F@5-*V@3WT @4*@24@1Ӗ`?Ϳ,V`Eɾl@gdkehA7[@۸ -F?ƅU>@F@,j@,Nʽ@-cr@,%D@+eU Q?seHEe"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w??ʰE|e@_¬4:aA"I3@BF?@F@-Fj4f@,DB@-/@,_c/U@+@8GEk),o@AD +@>|jF?@F@.L#@.dxr@.jM5@.]7@-.}@2}QD=m*@8*A[4ly@ < F?;Oag#%@Y@F@7\ߑE'@7H>@70@7NX'@7|Ŀa?ٙ?2]yE![Ɗ@vJF~AOkb@U:W/F?ٙ@F@516@3%@4D @2^Y @1֙”??VmE{z{Z@U;ЏAï 3@kFF?+5q@F@-iv`fҩ@,G@-\@,y)@+#?У +=p?̄pjE@;zAh5@@C{F?У +=p@F@7IL @4N.I@6aI;@3[f@2~|z?̿gv[Ehlp@ Aȭxq\@V!jF? j +@F@,s$c@,'ke@,5@+8sb@*x=@?T~}hD @ې%A`!@ pH F?^ s@Y@F@8#A5v@7쒤@8y> x<@7YKE\@7:WIE@p +=q??(EފTޘ@wttAoe!@i*F@q0ߛj@F@$7dN]@$d@$6@%z@%'3*??+KEVA~@D$8AFQ%@=a@ tF@@F@)+5@(͊a@)?\@()µ@(?Fϰ? +=p x+@EB|g@=Aޮ{1@&}9{F@]@F@(Aiկ@'“n@(_a1@'M$P1 @&Iw??_Eo@qAŃW@snpF?@F@,d:Ū@, z/K@, a@+7\_/@+ ,j?Q?0FE3@-77Aȯ^\s@@6`F? <>t@F@)7-b@((b@) cD@(@@(k_i?zG{@9mFXT?ffffff?%bEx3la@PBAHRRxS@ę_ȀF?ffffff@F@( +Ub@'[Q-e@'C+|@'q跚{@'59@sc? +=p dį FXT?333333E[PE8\|@ n݇(Aln@wF?333333@F@5@[@2 ܕ~@4z@2 +}O@0d}+@fffffgt]EYfRa@1͸A׋{@vF@ _@F@# ^/@$".@$i@$U6;S@$z`S??qvPEý0@i=gAӿ.2@3F?@F@&qLb@&s @& +)e@&t@">N e1@Z@JIJ4B?ffffff?R\~E>|~@ تAR@ǐLS9F?vE@F@+@+nNNy@, FBA!@+iCЫ@*6d?ffffff?게7QXD{@B +8AaC'3@]NF?M@Y@F@7C9Ӵ@7M:e2:n@7C|L@7h@6Ŕ¢?QR?8fEJPh}y@+m$AxЮ@̰F?QR@F@6D@3j/@5(\@2?@1 ?p +=p?덅vFXT@ +=p ?\tE&!U@ڜA5[|x@ӾbF@C^a[@F@"=d5@#'@#RN@#3+>0@#J5? +=p jB{v]zFXT?TjծEHg'Gʒ@_+Ar߀4#@3ѨF?0 (@F@2N T@20@2ɉ*͇s@3>=*z)@3B ?333333?N.AE "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw??=zD'Ez:+9e.@=ʊA<,V`@9!NF?@F@- N5@-dB@-CE@,&@+^R?陙@9mFXT@?I2opDg!@֦Q3AZS*6@ W6F?걚A_E@Y@F@79M@7FC@8ei.@7Il~"@7hw]S?Q?NI8E2:>+@dsAZ۠T@+ F?m@F@';blL@'ê>P@'cE@'Gf`_@'I?ͿiLSEeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/?333334`FFXT@Ϳf#F"[n@ІƙoVA a &@fG"݂F@? D5@F@n8' @ M*@@ lE~Y@ 0NNx??JvpFg&@`/B'Q?F?lvK@F@$t6 @)>t@">N e1@Z@JIJ4B? +=p +x~EEOc@IGA4mA@F? +=p +@F@6FSGZ@3Sp@5T O@3""$@2cw@?A{<D)D@Z4Aa M@ +"F?e%1@Y@F@8>s@7[5*/@8/Ԇ@7TN^@7><;@ Ϳ +@FdHa@ +äA@fkF@P%@F@ w@!u׭@!MV&@!>@!3?333334?~$-Eoy@vj&_AvЧ@Ś5F?333333@F@6R${@4QƱ@5 ˬ@3PɚF@2s} g@333333TYF,֐9@PhiA*-@w[F@WG@F@@! + u@ ŵbiA@!":@![ p {?\(@9mFXT@̿*_F @C>҂A s@}!PF@=֘@F@ 6Kg@!>E1@ @!SOϐ@!\?333333@9mFXT?Q Eʦ@ŮXg*A1EH@$ڄbfF@8\g*@F@'#%Y@'AlH9@'|@'o]@'hϯi?Q۸sE#.}@YIlAMYE@"F?Q@F@6d@@4tH,@51v@35@2R0+?+HFg&@`/B'Q?F?lvK@F@$t6 @)>t@">N e1@Z@JIJ4B?zGQ/nG,FXT?QR?EO @@EOAʓYZ@ɦ bF?QR@F@(kϲک@(e3@(que%|&@(ex~@(f+Q@GzH?LE,E/V^4A@|/5A)@<)QoF@GzH@F@%`@&h"@>ddF?@F@)*9=@) )?: K@)%뫎@) +t}@)u2?QM<D{:@,SU^uA.7@YeF?Q@F@9O:R@6M= @7D@5inQm@4 jU@ olBlDѧ7@WQzA`L5 +@ -mfF?l@Y@F@89P1@8=Cq/@8F7sβ@7x%#@7v2?\(?|@9mFXT?ffffffVE&:@⸞Ayi@KZSJF?ffffff@F@(DA@'ƕ@(D@'T@'8sΨ @?񤿕PDbVޘ@œh8AG#L@">$qF? @Y@F@7yYr@8;m@8TϮ=@8%@8A@ħ@DXG@/AYD)>y@ -E@F?s@Y@F@7F @7Y>'%@7H@7-~@7_?zG|ukkFXT?\(?JGYEGΰQ@_!Aګ +Wm@"F?\(@F@4!k@1ȡuh@3"ӯ[:@1$@0 +J%@GzH?|zE]@Z{PAf74@biF@}$ =@F@%^WD@&@&YiK@&,8@&Ȱ.[?QRqE}Ǐ@JJAezJ\@lݡ6F?( )%@F@+j9=@+7S1@+i&9`@*͑1@*A. ??aDըFg&@`/B'Q?F?lvK@F@$t6 @)>t@">N e1@Z@JIJ4B@?tEZZ7]@nA7@rƗr4F@[o@F@"K@"2<Ԧ@"}7@"@"Hawg@?ޫdD=3@ՓA^[@ V?|F?T6@Y@F@8^ f@8$RԨk@8۴ +@7Ӄ%<@7o{?zG|&7FXT?陙 +ݮ=zEf@]XA5-sLB@Z&HbF?陙@F@/Or@.k@0Ɵj @.Nxno@-nl$T??LE(P@x2 ARƀ@ ]F?@F@5={@3 =@4l=QX2@2exW@1y%\*@ ?ߒ)٠D%q[@ޜ AW9+S@! f̐F?S&@Y@F@8(S@8/9j#@8g4@7m8H@7ْtC@?nD7ӬE@i=A^Dfw!@ XUF?Y5;O@Y@F@8[ݴ_'@8#h#@86z@Y@F@8؞*z@8{zY@9k @8 ]iM@7U?333334?YEA[$@& ;IAYoBG@yF?333333@F@+qy@+xq@+GHd@*κy!@*e͵.@?j:8D]#@iNIPAVU@!F?f(F@rG@F@*^#W@*jU7f@+bp@*gb@)xl*D?Q@9mFXT@F}0DQ+[j@{KMbAXh@ F? 1ί%@Y@F@7?@7k~dt@7!p@7>vwF@7S@\.4D "@ÍϐA]M Z@ eU5ؑNF?pO4@Y@F@7 @7+.f@8+i]@7ya@7-: _@ 333333F4E?W@DGAD?yw@!3ϽF@@F@!֙3@"B @"6.-@"M+;v@"dy0@ ?Әa-D>"Bu@MmAY0S]|@ F?S;wG@Y@F@78@78D@8SK6@7bU@7iB,?zG?[^0E}$7D@ى{=A^Zѯ@IzF?BfQ@F@)8A@)V@)}vLU=@)Kw s@)=}??ݞEWѝ;@i&A\x@TiF?@F@)02^Q@(@)  y@(dd@(ܷ^T@?aj|F7c$@Q?6A<ߎ@( |F@##@F@xwR@!s@!-D.@!w+@"@,Ku5@,w?)s@+(]@+ -]@}*"E菏>@D? CAY%@S3 F@T ;@F@"HFuC@# +$R;i@"@r@# ! O)@#nګ ?Q?woE2:>+@Ɩ v2AɀTd@*DF?Q@F@'>{@'BvS@'9EJ@'X0]@'N;?(\)?U+) E FXT@>µ`bDMd@0OkAZ|6e@ ԿF?nO;@Y@F@7Ru +@7f*@7jrt@7QdXg@7}_4>@?88aDiN@А37VA^Y[@q@ V߮G|nF?掟j@Y@F@8^=h@8$2@8U@7l%nq@7o%ҏ??e4NDƾ` a@,,RDSAapb @3%F?(M@Y@F@6ҔC@74@7^H~@6ʛ[ @6>w??lEu D@áA@@+j@{f}WF?@F@(J:G@( vւ@(aK@(8~8k@((AĔ@ͿD.?9@ۃh@F@'ޥ@(K@(&}w@(%R@(=|?ffffffq{4zE5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58?\(?˿E}@pDžXA#@ӮF?\(@F@)_[sl@)!ٮ@)LA45@)n _@((?Gz?^{>FXT?ə?0xSEE,@YeUA9Μ@8{=kOF?ə@F@7a˨@5.eV@6bI@4YB\h@36T8۔?p‚PEe"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w?Gz?4R E@ @S^!AWk@BF?Gz@F@'Q +@'ؽ @'z!^@'Z]@'g@@ ^Dic@QqؙAV9/@!"kgF?7ȊH@Y@F@6 +( +@7c)UL@7w@7>Q4@7f6T?333334?5$D.!;@gA"a@,FF?333333@F@8PD/@6 쏑@7drU@5+ @3C5jd@?I5̠EZZ7]@ DDA :Q@TF@ +DS@F@"~ku@#8/@# R@#Fe*Is@#e7A@L-4E}@gP2 Aࢍ2@s_gF@:~DN@F@"v0@#Yd(@#&&ӌ@#iγ .@#{9?QR +EJPh}y@+m$AxЮ@̰F?QR@F@6D@3j/@5(\@2?@1 ?@m2pE?Ŗ@\ArRK@!F?rz$@F@2OY@3.?@3쁹n@3AR~N@3n:p? +=p +?ʔ pEEOc@IGA4mA@F? +=p +@F@6FSGZ@3Sp@5T O@3""$@2cw? +=p +?=Y pE%k@ʕ>IAYl @9t@">N e1@Z@JIJ4B?񙙙'PEu@Ƙ+UAz@n$JayF?񙙙@F@+@++ }@+jn@*ΰD@*Sٶ ?Q(=pEPIP@K:A.ķj@HQQF?Q@F@+7!@+*,F@+Nti@*x ض@*^T(?ffffff?llOE5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58@*4ODJr@AWU1S@!1~lF?VH@Y@F@6ƃK#@7TY)]@72:q@7-.r@7 +^$?Q?oEFXT?ɐzE\m@9A|zyA@[zx}F?B. Y@F@0[@07?u@0s--@@/]1@.C?Q?z˜HEW)@JK{Aa~@ۼ)%F?Q@F@)>_i@(AE@) l@(Up@(<@?IDۮ@f/_h=ASFۉ@!o7"-BF?L8@Y@F@7_P@8"R6@8ogaT@7'S@7rz??FDƾ` a@,,RDSAapb @3%F?(M@Y@F@6ҔC@74@7^H~@6ʛ[ @6>w?̿r9j\Er9 +@q6B?DA/ b@F?^\5@F@/D)@-#@/^{I}@-^AWޚ@ ɖF?=B@Y@F@89,fr@85I Y@8).L@7Į@7Ǎ@ 333333M!EJY&f@vhAxg@P6F@R.@F@!kGg\)@"^V!D@"(8*@"oQ-"@"u@21DdTr@pB|AX]S p"@ (JF?t@Y@F@7k@7lͣ,@77W@7@gHK@7?(@ ?9DU"XD@m#AWB1Z@!-*F? +Ri@Y@F@80`f%@82ӁA@86 +81@7#3^@7C h4@ Da@->WA`i@ F?!R<6@Y@F@8og@8\܊J@9F1@7@7vX?\([,nE )t# @P%nqANQ'@[7sSF?\(@F@5'^o@3@5@2&?(@1?GzH?{1ݙPEG@hTsemAƒS%@ARFF?GzH@F@+Q}/@+ +H@,;+@+0Tq@*"?c@?/$$D@a@TuJAZBk#w@ TL+WF?3]$E@Y@F@7 @7`@8aiR_1@7BΊ@7h?@9mFXT?Q@9mFXT?̿1@E(P@OMKdA9Yl@|HF? _6@F@5H}X@3$wEi@4t;x@2h4:- @1yD ?333334q'FXT@?>/DteGK@S56A^adώ@ VĚF?憭-f@Y@F@8_' +@8$NƁ@8Vx'@7ӻCK@7oNb?zG|Rvg@FXT@.Dx f@"Aa_jtp@ܚ׏F?xW)@Y@F@8U@8j,@9@8j3@7bSc@ ?fjD%q[@ޜ AW9+S@! f̐F?S&@Y@F@8(S@8/9j#@8g4@7m8H@7ْtC?\(\?O}E(@y Aү^([4@\$F?\(\@F@&ߴbY*@&孆@&,@&q$w@&oHq)??ب_%ZxE\BQd@Y@6A)Z@~kF?Cǒ@F@*9 P@)e@*5@)«[@)?y7E=!@Ҏ탿Ar0@rF?fI=@Y@F@1M5@2ݫSla@2,@2侸-@3?? +=p?\c>@DWj@lA#/L@A8'?F? +=p@F@9Ʊ@6o߱@8Rh#%/@5@4\..nu?ٙ??8E![Ɗ@vJF~AOkb@U:W/F?ٙ@F@516@3%@4D @2^Y @1֙”@?.xIEd@EǢ#@?!6xA`@2WF@@F@&b(Ϩ3@'$c@&,@'5Rv@']U0Ŏ??VZvT1E|e@_¬4:aA"I3@BF?@F@-Fj4f@,DB@-/@,_c/U@+@`"D6|@%yA]#Jq@ tՁƴF?łU5@Y@F@8#&>V@8s#=@9M@8Bnb@@7j\jr? ߤ}E7X@sੑ'AN6y@_GMF?@F@,0ik@,[M]@-#QQ@+)W@+C'4@ 333333?󼋟4HE$p@˨(.A۵2{@ToRF@ 333333@F@"Rl'@#pHIbr@#nE*S@# @#KJ ?BE\ͣ@iRXAI揪@uF?@F@0ROπ@0 u) @08\@/UgDW@.Jj:?333334~Z+FXT@ k DDp+@% +>AV6 +>@!"T F?;%o^@Y@F@6 @7XyB@7̈́@74o7σ@7p@yҾ?GzG? +) Edi` +@wjAQd=@FF?GzH@F@)?@)k@)sH"A@)˅aJ@)\?&݋%EC 2@H/Aty@*]3F? pϿ@F@2![=@3 {@2.-@3@3C͔?333334?[C$@E)VR:0!@wsA}@@TF?333333@F@6IJ@4P&Aj@5)O@3_,*@2r~?Gz?ya E@ @S^!AWk@BF?Gz@F@'Q +@'ؽ @'z!^@'Z]@'g@??:Dƾ` a@,,RDSAapb @3%F?(M@Y@F@6ҔC@74@7^H~@6ʛ[ @6>w??JΉEug6c@)C0AɜW@|/F?@F@'!@( p*@'`A@(@(,-,@fffffg54E/aƉ@y)Ao8@@ެLrF@ M"@F@"Aa@"a떈<@"Gb!@"iY @"v36Ƭy?Q?>(6FXT?GzH-FXT?ffffff?:\ E5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58?ffffff?}⁙-Hxe@ Yt@0F?iu @Y@F@8 h@8HH٪@9)Y@8'.p@7< +?ffffffd- +ET8s"a@z8 JAM\@?JF?ffffff@F@1y(@0~@1Q"z@08@.ݱ0!??P\EUK@flAǣ>"@>ddF?@F@)*9=@) )?: K@)%뫎@) +t}@)u2??T $EQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛?\(]ꛌBE )t# @P%nqANQ'@[7sSF?\(@F@5'^o@3@5@2&?(@1?ᙙ@9mFXT?333333?SBo4E8\|@ n݇(Aln@wF?333333@F@5@[@2 ܕ~@4z@2 +}O@0d}+?QR?@yӉEk6@J=WAĕYv@NF?QR@F@,gj@,}Ks5@-EL]|@,nu@+g+?陙?rEbKHP@TcA}Ӫ:@aԜýF?陙@F@0d\$P@/|P@0rGPc@.$e@-˵ug1@?IEHT|@epȂAR-ZV@YhF@@F@$N@% ;@%_}ĝ@%o@&e@„D%%@.AY_8E@ ˍ+6qF?ꥏq!K@Y@F@7y@7_ C5@7Y$T@71M@7&ɐ?Ϳ9݄ +Eeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/? +=p ?ghEYn@#Po"AgoJ@F? +=p +@F@(F??@(@(nZ@(deV@(+]'?У +=pgrE@;zAh5@@C{F?У +=p@F@7IL @4N.I@6aI;@3[f@2~|z?p +=p9=:ļFXT?a TAEWѝ;@P2Aɯ?@@e:F?{xF@F@)/wn@(^p@) +Wu(@(\ H@("?GzH?ܖ֐FXT?p +=pߧ FXT?\( +9[ҝ@H#AY0}<]@ lF?)Ie@Y@F@7;_y*@7딭m@8SS@7b@7i6?\(?ԆpE}@pDžXA#@ӮF?\(@F@)_[sl@)!ٮ@)LA45@)n _@((?ffffff?^67DWPx@J,AaC@ Xi5F?İ@Y@F@7UƢA@7Uå0@7ƩB@7,)@6y@,eGDQM@@r64AV9ݹ%@!"ssF?9-*E@Y@F@6c@7J4Mf@7}˟PE@7' 4@7 =þ?zG{?ݎϟ&E܁^j@gA۔@k;mF?zG{@F@'Үu@'"&@'Ü@'[k<@'P@gD0o O@m@t[A]m `@ mL}F?z]y@Y@F@8D{q@8%t@8L@7ݓnɃ@7l~3@?E*'θD@ŤAGbphq@"zhV4F?@Y@F@7j%d@8?\([?8EqS2 @AĆc"Fg@djUF?\(\@F@/ ϭ@-@!@/G@-PW@,emV?Q?o(E1pIzg@>&Au@灺F?Q@F@6n@3wD@5h"bt[@21,@1-sWH?^E1D@d .Q6AXpB6@VFF?@F@46VQ@2 W@3џ|@1&#@1j?ffffff>-MEx3la@PBAHRRxS@ę_ȀF?ffffff@F@( +Ub@'[Q-e@'C+|@'q跚{@'59@sc?zG|>TFXT?Ϳ.b3EQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛?5xE,`j@qμAu "@WtWF?>T@F@&iy{@&]nu8@&wTgگ@&RrOKC@&>Hg7?ffffff?̇K}E>|~@4Aeu @4H/F?v@F@+_@+ov@, 17~@+8@*%-??etD/NK@IȽAaX$@oWaF?ul@Y@F@7dr@7\1&@7ѽ @7Ok,@6܈"B@̀wD־hա;@]bATj"@!V(F? Zq@Y@F@7b@7}|{x@7.%@7Z{@7=*'??+YEthE /1O@Ň*AwL@'F?@F@'= @(5wB@( +[#@()@(B)b;x?? E /1O@Ň*AwL@'F?@F@'= @(5wB@( +[#@()@(B)b;x? +=p?`^ TE(^Q@q9^AD}@6F? +=p@F@8%Q$߄?@4ح@6mۖX@3z\k@1;>Q??W2QfED m@XUAzC@#2F?@F@(gD@(M/kK6@(7vu@@(Ԩ@(#!?ffffff?\aE5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58??b#Dƾ` a@,,RDSAapb @3%F?(M@Y@F@6ҔC@74@7^H~@6ʛ[ @6>w?P:#8E1ͩv@c,VA[!G@UffF?3¥,@F@4 B@2?@3B4k@1 u@1P|?\(\?Ҹ/XE(@y Aү^([4@\$F?\(\@F@&ߴbY*@&孆@&,@&q$w@&oHq)@?CK5D@@6>3A_?&@ A ;dF?孖Z@Y@F@8x@80^@8{":@7܋f̪@7soպ=?ߥExDW}<_@O[AR@]!_F?@F@;+Mtm@7lЅ@9%@6C@5TׄF4?ffffff?r0nE5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58@?'QxD;o@2OA]]@ nBkF? +(w@Y@F@8B[GB@84z`,@8"@7X@i@7lF?ٙ?4G*g@7f@u?ffffffKH Ex3la@PBAHRRxS@ę_ȀF?ffffff@F@( +Ub@'[Q-e@'C+|@'q跚{@'59@sc?\(?H$E )t# @P%nqANQ'@[7sSF?\(@F@5'^o@3@5@2&?(@1@ ?މ8PDU^H@]:QJA[N/@ 1F?$5inX@Y@F@8@8l@8S:@7֏@7iq^? +=p +?2:6ӄEEOc@IGA4mA@F? +=p +@F@6FSGZ@3Sp@5T O@3""$@2cw?ffffff?rEx3la@PBAHRRxS@ę_ȀF?ffffff@F@( +Ub@'[Q-e@'C+|@'q跚{@'59@sc@ ?wDcMIx[@s.{8AX @ 嘹F?k @Y@F@8K̹啾@8`EA[$@& ;IAYoBG@yF?333333@F@+qy@+xq@+GHd@*κy!@*e͵.?陙#2EcL b{@Qu8A(\@Q.&F?陙@F@0?KVT@/L_@0Ts@.<6T@-=?Q@9mFXT?Q76D5'`b@>"AS#Y@YS<7F?Q@F@:AVnv@6cg@82@6vOi@4k@ ?%=E̻+@ՁAj@j-mBF@ @F@#</E@$YUZc@$V26|@$P$@%)K@?l̰D?h"@A[h_+(@ 'F?u!.@Y@F@8UJ@8NYa@8zO'@7^6@7i-:?bE1H6@\jAO@XwF? n@F@4{F @2Hx@3J^O@1X/@1[(?\(\@9mFXT??1O`E9c]@+A@@5Kv1ZF?@F@(IM@(_gnd@(R} @(h^=@(|)?fffffgM*dEd2,@X"AX8r@Wf%F?fo5B,@F@6_CjD@3R!Gh@5jَj@3/ @2'elk??Ϳ鍒JFXT?陙V@KuEbO/̸@xLA;`@_ yF?鶀Z-s@F@0g @/}+IUG@0sV\@.!:@-X̸v?޸Q@9mFXT?Gz?k¦0 E`TQ@0EOA$V@sF?Gz@F@1=%@0 mHH@0F/W@/%U/@-{'!@p +=q?;IxEފTޘ@Ƅ~SAI@_7F@r6~AN@F@$$Y@$ +Zj@$;ۺ@$, @$W?Gz?Hx4FXT@֦D} `Iæ@?HAXg@ zlF?o5J@Y@F@7=tf@7_Z@7рz@7V^ W@7&I??W@Dƾ` a@,,RDSAapb @3%F?(M@Y@F@6ҔC@74@7^H~@6ʛ[ @6>w? +=phKNDWj@lA#/L@A8'?F? +=p@F@9Ʊ@6o߱@8Rh#%/@5@4\..nu??}W1 hEr7eFg@2tOӰAM wj@ F?@F@.\@-W8i@.%@-Q u!@,.JS?zG?ǁ5 rFXT?(\)BJ:E!@4:Aɒ̨ =@lt&F?(\)@F@)wk@)FR@)2)5@)v=HE@)A#I?333334?EJJI@s–A_<=@a,cF?9[D@F@*(MAu@*iF설@*C@*@)Yo@@p}&Dג@$dA[~+@ rF?kP{@Y@F@8HO@88l@8z-&@7Җ@7i;?У +=pMZs + E@;zAh5@@C{F?У +=p@F@7IL @4N.I@6aI;@3[f@2~|z@ S){ D=hyzD@3(AV)5Qv@!vduF?y2@Y@F@7 a@7v~.@7#*r@7Mp`@7&j_?Gz?&oVpFXT?? ybِE5ZÌ@ L۬AY2@F?'+Z!@F@,D:w@,\&!@-"}(*i@+ո@+JJ? +=p {Z˞FXT?333333?J#u*E̸4@ Aڟ\6X@ 'F?333333@F@+(j4<@*,7@+Ss@*f @*-8S?񙙙 + ҐDHEu@Ƙ+UAz@n$JayF?񙙙@F@+@++ }@+jn@*ΰD@*Sٶ ?Q8[D{:@,SU^uA.7@YeF?Q@F@9O:R@6M= @7D@5inQm@4 jU? +=p FXT?Q?(]̀EW)@?`AȁH@vpIF?1jWW@F@)8B@(&!@) + @(9jf@(gӫ@ffffff  DT:uX@."vbA_V)@ >F?2^@Y@F@7P @7)'@8TҌӖ@7 +@74w?zG|8<ڢE@ &@.sA7HU7@F?zG{@F@4ЯW@2QPB@3,}@1~Sao@0eΡx ?Gz?< +hFXT?ffffff?ZKAE>|~@&ӻ:A˴z>@ǪE;F?ffffff@F@+u@+n@,Uw@+mR@*o ?333333{E8\|@ n݇(Aln@wF?333333@F@5@[@2 ܕ~@4z@2 +}O@0d}+?ffffff? `E>|~@&ӻ:A˴z>@ǪE;F?ffffff@F@+u@+n@,Uw@+mR@*o @̿R `FIIgq@ȍ&A4m3?@ lF@" kvq@F@? i@ ~@V@ @ C.պ?333333?یNN' EBD@ʴ-mA[1؈@!:F?333333@F@3 mj.@1|R@2@0p1@0I @ CQB?F?ڐ@Y@F@7J=?@7O@8QBe\@7sb+@73z*@fffffgrFE WF@ɺmȽHA׿@&ZF@ OB@F@#@$mUbe@$h`@$G$@$g)o?ffffff֖z3 EU*ُK^@N7A( S@F?S@F@+ˆkbE@+q@,cW@+ÍDi@*~{1@?iBE(V"@߉@'#@'2B@')??꼤[FXT?陙`Ef@]XA5-sLB@Z&HbF?陙@F@/Or@.k@0Ɵj @.Nxno@-nl$T@?݈XD?h"@A[h_+(@ 'F?u!.@Y@F@8UJ@8NYa@8zO'@7^6@7i-:??Χ@E/Y@7,%1B/AGְi@Ҟ?"F?y]tO@F@*é|W@*9xx@+ai@*[Ahn@*J%PϬ??x`ʣFXT?333334Ee7EC3FC@~XAbs@1F?333333@F@3Wf@1f.@2~6@0P(@0Es??+rEp +@șaSAi,f@GF@@F@&:+@'S/i @')0c@'f/!|Q@'(4+??7(^E\ͣ@iRXAI揪@ul4!F?@F@0R 3@0 u)4@089@/UgY@.Jד?fffffg?]@PERނ`B@ AU@H|dF?ffffff@F@*Uy @)Zc4k@)2@):=|@)| +sET8s"a@z8 JAM\@?JF?ffffff@F@1y(@0~@1Q"z@08@.ݱ0!??Rk! E5ZÌ@C1 Aħf,o@ٳ8F?@F@,=l@,\&@-~3 @+׫\w@+P//tU?p +=p?2kEّo@ŜiAX1@[SF?p +=q@F@&E@'_GQp@'G=Cw-@'j@'@6 +*@)iyZ@)/t@)9# ?fffffg? E؇ E\@0AMzނ@@!F?Or.~@F@(eiF85@( Tg@(HwO([@'w@MfH@'-ucY@?ScDP#h @2v+S@Wڳ7A?BM@)ի|F?Х@F@.Е@.)r?.t@/A.@-Vӑ@,u˼?333334?'j@E)VR:0!@wsA}@@TF?333333@F@6IJ@4P&Aj@5)O@3_,*@2r~?GzlE1rs%@cES`A/V@UzsF?H@F@4̶@2+n@3!<+@11@17 J#?333333@EC36?3@~XAbs@1F?333333@F@3Wf@1f.@2~6@0P(@0Es?Q?b1dhEDF@~!Aѿ=)@b{`F?Q@F@'R>@'@@'L 2Z@'>gBwJ@'9:=?p +=pEQFXT?\(ÿ}PEecU@ ;AӨz\*@ANlTF@ڜ([@F@(aɨX@(|)J@)iHJ@(Kp-@'|E@?WLREONf@$!Aʩv^N}@*fYF@@F@&@']uï@'6]>Ы@'o?(Zv@'`;?333333'Yzg.XEC36?3@~XAbs@1F?333333@F@3Wf@1f.@2~6@0P(@0Es?ffffffA2Ex3la@PBAHRRxS@ę_ȀF?ffffff@F@( +Ub@'[Q-e@'C+|@'q跚{@'59@sc?Ϳ[KPErBӷlz@d .ADE@(BF?E`\a*@F@.=@-ޠm@.JS'?@-G6ӑ@,{hr?333333E)VR:0!@wsA}@@TF?333333@F@6IJ@4P&Aj@5)O@3_,*@2r~@p +=q?"tEފTޘ@xH{ +A£+@ic9{F@p +=q@F@$7ͪ@$ l@$6 @%t@%'7R(#? +=p H ͦFXT?Qʖ\0Eь𩎣@M\JbA5K@#"7F?Q@F@+~@+(el@+@*̴@*\IU@ 333333؏-e|E>6@ƍ>uxAOׅ@cF@iH@F@") +@"@&L@"Gy@"yt`G@"D?QRYM3EX@9AK@E^F?QR@F@7=@5P(O2@6΋@4yu@3Sog)?333333?C"DrH'%@1ռAa7@f0KYF?wpy@Y@F@6qu@6p/@7F7 @6@6Xzb?333334!ECBK@3AM@F?F?@0DD +??Q?jjuGJEp"ِ@͗EAPb/@{jF?Q@F@/xd(1@.>@/0I@-)Z@,3?陙4 3hFXT@ ?ϱD%q[@ޜ AW9+S@! f̐F?S&@Y@F@8(S@8/9j#@8g4@7m8H@7ْtC?QisSE1pIzg@>&Au@灺F?Q@F@6n@3wD@5h"bt[@21,@1-sWH?333334ېKȸE+[T@ufmAק$@A4F?7@F@6Ǣ#Bj@4P̑O7@5(N@3x&@2rC@?ffffff? PE>|~@&ӻ:A˴z>@ǪE;F?ffffff@F@+u@+n@,Uw@+mR@*o ?333334?amEA[$@& ;IAYoBG@yF?333333@F@+qy@+xq@+GHd@*κy!@*e͵.@IGvJD'0@bAV"3`@!$B F?Ms@Y@F@7"LO)@7nݰ@7~lp`@7HmG@7&RP?(\)?A6FXT@ &, +Dkw@ jkzA^{a@ \#yF?˧2P]@Y@F@8 '4z@87:3@9&hs@8&K0@7~?@9mFXT@ 333333|fx#EJY&f@c HVxA㺴ڜ_@&F@4l3/u@F@!w06@"uͲ\@"=e1b@"Ꞧ^@"@? Daś@llܷpAVG7@!WF?jOv`@Y@F@8 ;#@8,ju<@8fMq@78@7|S@?cD @ې%A`!@ pH F?^ s@Y@F@8#A5v@7쒤@8y> x<@7YKE\@7:WIE@?XEGpl@ʵ Ы@'o?(Zv@'`;?ͿEdEeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/@oЌ^Dik9@QEeA\J@ &[oF?hr Ĝ@Y@F@8+,@8 cp@8':r@77{8aG@7jT@}ˑDDm@! IAV)G@!N6ijF? 0j+@Y@F@7#@@7;@7#e@7V霓f@7/+?ffffff?'~E5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58@fffffg-AEȆap@ɛBHUA;nl'@.+vF@ a)˫d@F@#z-Y@$#Mz@$W@$܃~B@$6ɳ=@Ϳ + |EskZe@pAdG3@<6F@}c@F@$^#Kh@#@$6D:@#J @#\ @?1Cj@D7ӬE@i=A^Dfw!@ XUF?Y5;O@Y@F@8[ݴ_'@8#h#@8o)?\(٠7WE ݮ@P%nqANQ'@[7sSF?\(@F@5'^o@3@5@2&?(@1?Gz-P E$ <ΝE@hA?6@HB F?Gz@F@5la@3j0@4'lv@2H@1g?޸QрE " E@[A*@ÊF?޸Q@F@9@5F@7@4~{h@2&:,? +=p +?طpPENG9`@:AԶr@D{F? +=p +@F@3GP8<@1MVn@2,R@0c@/1}?Gz?k8%9E@ @S^!AWk@BF?Gz@F@'Q +@'ؽ @'z!^@'Z]@'g@?GzH@9mFXT@?>|DgYMG@\QXAZS4g@ mF?걅H@Y@F@7;P@-%?fffffgl:ŸsEdY«@ӸS6AYZ/@yåF?g8}H@F@6_9t@3@5j(#.@3/&@2'@?Q?y[E#.}@YIlAMYE@"F?Q@F@6d@@4tH,@51v@35@2R0+?Q(=H0FXT?ffffffpE5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58?̿S)EYE@hs)Av`@BF?ȶR7y@F@,mkY\@,٦^@,?v@+in@*ݗP|@?%ҐEE@aDAXIH@PO<>F@ |z@F@$ͼޔ}@$Bu@$ i1@$qݴ@$¢t?Ϳ ^FXT?ֶ2_Ek[;&X@#AΎZK@<'F?5_@F@(0G@(v@(*"z>@(؜Jv@(tA@DOx@fjA[y5@ F$aF?qxB0@Y@F@8=$@8z@8zi7[,@7bm@7iZH@ |-Dŵ@Sk"OAWGlM@!\B&F??@Y@F@6 8P@76F@7j@7Q@6x\ ?Q FXT? +=p :FXT?? a Eug6c@)C0AɜW@|/F?@F@'!@( p*@'`A@(@(,-,?333334?EXuj|@#s/AȈ"1ܜ@DGF?+@F@*JfS@*eb=@*_"@@*#%L@)i9?׮zG?ssFXT?3333333dE}ǭ @8>An}@?'`F?< +(x@Y@F@3Yӄ@4.vnQ@42_@y@4#@4*<?QR?k<3 EJPh}y@+m$AxЮ@̰F?QR@F@6D@3j/@5(\@2?@1 @ͿꀄGHD" @UM<\Aa +ۇ|@!-F? Eb@Y@F@8?@3@7Ԕ@8@7'6[@7>/ǥ? +=p +?WbENG9`@:AԶr@D{F? +=p +@F@3GP8<@1MVn@2,R@0c@/1}@ffffff{.tE9-j@zŊrwnA +.@jF@ wi@F@$>SA@%[)@%!r4@%rm@%T'@ [$ixDi@z.DA_ã@ FݥF?ud0+@Y@F@9/@86nl@9<"9@80@76s?ffffffnZZE5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58?333334=T#XEC?V60@/A@OF?@U@F@3H6@1@2R)SM@0>8@0D?ٙ}d#@E!Z@y䢃g^Ab@96PF?ٙ@F@5-*V@3WT @4*@24@1Ӗ`?333334x@E+Sˢ@u1$A࿙@&8iF?7,@F@6Ǚ5\@4PJ@5J@3w@2rYDR?Gz?]xXE@ @S^!AWk@BF?Gz@F@'Q +@'ؽ @'z!^@'Z]@'g@?eȑJEA:@cCAų:@ #F?@F@,6C*@,>‰/@-%@+ȲśV@+*2:H.??v",]\E5ZÌ@C1 Aħf,o@ٳ8F?@F@,=l@,\&@-~3 @+׫\w@+P//tU?fffffgESOyT@2hAWT@iyF?fc9@F@1ڹZ@0C3@1dlf @0? &@/3@̿hztFIIgq@ΘSAg@>7F@`A@F@u/9@!(Ty@ D.`@!C/9@!??G2$DEr7eFg@2tOӰAM wj@ F?@F@.\@-W8i@.%@-Q u!@,.JS?GzE`TQ@0EOA$V@sF?Gz@F@1=%@0 mHH@0F/W@/%U/@-{'!@?/pVDFV$d@p7A`DH@ PF?3H+@Y@F@8:6@7V@E$@8#5w@7Re@7>?(\*@9mFXT?333334ydFXT?陙?*׫zEcL b{@Qu8A(\@Q.&F?陙@F@0?KVT@/L_@0Ts@.<6T@-=@ՋLDF{TTn@:rAT) @!^X8{F?F@Y@F@6دan@7F֢@7mp@7*H@7VnV +@?S{8 -D^s@j) AVڋjL@!A'F?gM3H,@Y@F@8 Y!@8,~) O@8//ͨ@7yy@7tt? +=p ?Jީ4FXT?陙?3]@EcL b{@Qu8A(\@Q.&F?陙@F@0?KVT@/L_@0Ts@.<6T@-=?(:E ݹyR@̌1djAp7@>F?<ϕ@Y@F@2*@3~@3%i@3L)@31f?GzH?g2PFXT?$S YFs%!@9B ;?=ůpF?رm@F@\CR@ nl@bW(O@yE^N@nj&@S@ ;DH@")?AV:nIa@!"NXF?5Q.ƽ@Y@F@6U7u@7iu|*@7RXy>@7Ct[MD@7!F?K?zG|HsE@ &@.sA7HU7@F?zG{@F@4ЯW@2QPB@3,}@1~Sao@0eΡx @?n=HD7U8@{ZPA]bӖ@ nFqF?پ@Y@F@8BBp@8s%@8{*@7ʃ@7lW??jϦ EUK@K+ZA"z]@3'xF?W@F@))ge@)%Y@)#oq2G@)~@(E5 ?QR\*EJPh}y@+m$AxЮ@̰F?QR@F@6D@3j/@5(\@2?@1 @?)tD%4D4!@ص^Aamcy֫ @bΓF?_o@Y@F@7VEr@7@8+Zj@7]D@7ǁUS?ffffff?Ң{8Es.@åqК1ANsJ@7tTokF?j~"@F@( @(ǚ@(H7t@(˚c^@(%ρ?333334 )FXT?(\)?z#:7FXT??f*^,Er7eFg@2tOӰAM wj@ F?@F@.\@-W8i@.%@-Q u!@,.JS?޸Q\A{Z:E " E@[A*@ÊF?޸Q@F@9@5F@7@4~{h@2&:,@ ?jD%q[@ޜ AW9+S@! f̐F?S&@Y@F@8(S@8/9j#@8g4@7m8H@7ْtC?Q? K EQݥ2@þAշ>@x!v+F?Q@F@(Oy@(@(K[@(s!@(-Y;?Q@9mFXT?QR?'Ek6@J=WAĕYv@NF?QR@F@,gj@,}Ks5@-EL]|@,nu@+g+@nEq@źŠAՠrob@ZcGF@gA@F@#qԻ@$lM@$IUea@$w`@$it ?̿wE+@0AˊB@z F@=ѢY@F@,4@,ݭ@-}%!@+rt4@*.@ ?䴃 D7JA@M %AYx@ Z MF?\$_[@Y@F@7墘I]@7ُ΍@8[K@76@7ht? +=p +@9mFXT?\(?wj`E )t# @P%nqANQ'@[7sSF?\(@F@5'^o@3@5@2&?(@1?QR?GPE2_@0Aߜ@Q=ƻF?QR@F@4l{ @22-;@3ׅr@1ڮn@1G帔?QR?6LFXT?ᙙ?N.AE9MU@"fAg?8@-oi;IF?ᙙ@F@39`/@2"]x"@30WS@1x_`@0ǍJ?ə4ɜE`a9@vdA;B!@8*?陙?ǫHzEf@]XA5-sLB@Z&HbF?陙@F@/Or@.k@0Ɵj @.Nxno@-nl$T?AgE%*r@M̠6Ajd#M@2oF?ؽ<64@Y@F@2j =@3J@3qh@3W}s:@3s?Q@9mFXT?̿ƵEe`@L#A$wlA=B<Ǔ@B򽣛F?l oTK@F@,#'}@, Z@,!1@+|',@*SI@333334? + E~[V@{H$ARc@,F@ +累q!@F@#G=W@#_k-O@#{_@#=n@#CQ?əʧ)iE`a9@vdA;B!@8&Au@灺F?Q@F@6n@3wD@5h"bt[@21,@1-sWH?ffffff頗SEJcu@ cAX^@IJF?ffffff@F@3j xC@1*>z@2)@09GV@/XlXC?GzJKNE$ <ΝE@hA?6@HB F?Gz@F@5la@3j0@4'lv@2H@1g?ٙ? 6tE![Ɗ@vJF~AOkb@U:W/F?ٙ@F@516@3%@4D @2^Y @1֙”?\(ÿnl^oD\+E@+A <,@eJa6zF?\(@F@8iz@5RE@7:8Brj@4 @3뾅2?ffffff?X D{@B +8AaC'3@]NF?M@Y@F@7C9Ӵ@7M:e2:n@7C|L@7h@6Ŕ¢@?h;!yF +dPE@ҏY'A}QmX@E9eF@V}@F@!W%VG@#c@" h)@#>cI@#^A]@ ?1_xEp@BAՎ'"@e˭9F@ (o~@F@#'$pX@${,M#@$5iד@$6ű D@$׽r@%\~@%8IN4@%i]":'@%ه?ͿOJFXT?ffffffۜИDET8s"a@z8 JAM\@?JF?ffffff@F@1y(@0~@1Q"z@08@.ݱ0!?GzH?{EP7=@TJu@A>t5@-lhF?GzH@F@,Y^@+Hr?z@,T@+Fp@*ڑQ?\(ÿIE-@AwAf4:@Αg:MF?\(@F@6w@4 On@5~=@3A,S@26OC??97pE,`j@!JwAֽa@ZlF?.AF@F@&Z<@&h@&|[@&`vL[@&PTh?333333?'@E "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw?2FXT@?B!ɕHDQa@?CA]6M@ f79.fF?.H@Y@F@8LO2H@8˙D~@8iGR<@7͆@7m@ffffff?D@P'eA_'P>@ CQB?F?ڐ@Y@F@7J=?@7O@8QBe\@7sb+@73z*?Gz?ƺ lE@ @.)Aon/ @&(F?t[o@F@' /@'CS@' ^@'WT@'Te?4PY EʼnA@ȯPp_Ai@͊RQrF?׊\$_@Y@F@3]`r@4%A@4kВ@4x#@4_la?333333?:DrH'%@1ռAa7@f0KYF?wpy@Y@F@6qu@6p/@7F7 @6@6Xzb?GzH?hE=FCbW@AŐ_ +@ +woF?GzH@F@,: 7PM@+W@,&@+|%6@*?́@?BĦD#V@Ŗч^AG y@"7L5qWF?eәo@Y@F@7vT@8;7@8T61@8%}@8Zi>@ + +=p?24h,EG@̟@!\2@!A@!ۿ@!H4?əXE`a9@vdA;B!@8P3@Y@F@8u@8+@94*NO@8,Gn@7YL@2#7 wEe@2yA~N46@WF?іY@F@/2@.CT@@/g2@.-@.I3P(E?333333?$X,E)VR:0!@wsA}@@TF?333333@F@6IJ@4P&Aj@5)O@3_,*@2r~@ ?EhEf5@i"OAج3@^JF@3ti@F@!?rN=@"$tWm@!:"@"4,9<@"[0\l?p +=p?&FXT? +=p +@9mFXT?풷6EضmUd@hxAϝ;Ψ5@9x]F?~@F@(X +@(^OV+@(#@(b@(7lbg@`wq!oD3xgY@v&oAXi?U@ d+mF?>(@Y@F@74 +@)8@7F9h9N@7ʮvY@7S@7%v@?O\F7c$@Q?6A< >w@(mF@p3@F@C@!zU@!-V@! $@"C}@??L$D @ې%A`!@ pH F?^ s@Y@F@8#A5v@7쒤@8y> x<@7YKE\@7:WIE@pмlD&Lʜ@>rJ2F@@F@'̜>[@'9+@'3@'6S@'tal}?zG˱'FXT@ ?#d@Db$@maAX{vo@ ȸF?F4@Y@F@7q @7^gk@7e! @73Sft@7 +)i??QccE9c]@+A@@5Kv1ZF?@F@(IM@(_gnd@(R} @(h^=@(|)@?>EskZe@9[A7#@H +uF@zN{@F@$\a*]@$i0#@$h=&î@$_\G@$@ @ ?5NDcMIx[@s.{8AX @ 嘹F?k @Y@F@8K̹啾@8w@(mF@p3@F@C@!zU@!-V@! $@"C}??˷N- EUK@a/AǰQr@r,F?ppuC@F@)*Y*@) R-@)$ٸK@)8 +@)"=??֒#Ee"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w?QR}>EX@9AK@E^F?QR@F@7=@5P(O2@6΋@4yu@3Sog)@2[c#D_ =?@{QAXXq @ =RF?6F@Y@F@7`@7kƦ@73@7>Zki@7U1 z@ffffff?DG=D͕'h@}5A`$X5@ + 0dF?ͳ|@Y@F@8 @7nל@8euh@7B@76rV&@LS}&`D`K`YH@ׄhjAW @! +Z{[F?A!6@Y@F@7.Cݺ@7zPNg@74!F@7Y-K@7/" @ױְGDyW@lzAXAZ5@ }a3F?hƒ@Y@F@6im@7P X@7Ŧn@7%C@6;f@,`PDbъ!G@8ԠtAa;[@q(yF??@Y@F@8:@8e;@9d;@8/9R@7|(n>?p +=p?N,CTFXT??rEý0@i=gAӿ.2@3F?@F@&qLb@&s @& +)e@&`@6,6_D@3=c@2Ƽ=?\(gPEVx)@lvAOv @bF?\(@F@29ճP@0h@1vz +F~@0ыJ|@. ?3333335$DE8\|@ n݇(Aln@wF?333333@F@5@[@2 ܕ~@4z@2 +}O@0d}+?zG|?/FXT@?^EHT|@epȂAR-ZV@YhF@@F@$N@% ;@%_}ĝ@%o@&e?GzijE$ <ΝE@hA?6@HB F?Gz@F@5la@3j0@4'lv@2H@1g?Qlӛ Ep"ِ@͗EAPb/@{jF?Q@F@/xd(1@.>@/0I@-)Z@,3?Ϳ»&üEeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/?̿Զ..*EE"\9@Ĭ?AK>@"{0;GF@Lma,j@F@'xqU@'T1@'}V@'c(@'N=q?333333?9ZE "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw? +=p (=pFXT@?yP4 FCk@k ytVA&@NaF@wk@F@!JX/J@#:@#*U|Ϧ@#zF@#l@?N!(dFK(@RfA;uh@0cF@6dw@F@ [2N@!K3@! Pu@"9@"kC?.mމEe"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w?Q?՝PE2:>+@Ɩ v2AɀTd@*DF?Q@F@'>{@'BvS@'9EJ@'X0]@'N;?333334@!|D.!;@: A*@Ţ^F?3:@F@8op@6 ˈ@7wA@5+T@3B:C&@&bDb0@&2>A^^::D@ V\BEi‰@ؠAS1@R!F@ -@F@"(Gx@#4N@#!SV@#5@$Is??mF(E LVVp@*ؠdA Έ@2~;F?@F@74;9x@4&m(@6,+=@3%vǕ@2Ʒ?x?(\)?~@ ^;(% D_@b.A`4@]βuF?@Y@F@8аs%3N@8\"@9BE#@7V@7rG? +=p +hX_%EEOc@IGA4mA@F? +=p +@F@6FSGZ@3Sp@5T O@3""$@2cw? +=p ?wذFXT? +=p ?UGqFXT? +=p@9mFXT?(\)bFXT??8ӃhbEe"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w? +=p ?S EYn@#Po"AgoJ@F? +=p +@F@(F??@(@(nZ@(deV@(+]'?333333?#:7`E)VR:0!@wsA}@@TF?333333@F@6IJ@4P&Aj@5)O@3_,*@2r~?333333ZaEC36?3@~XAbs@1F?333333@F@3Wf@1f.@2~6@0P(@0Es@ǡ֑D!",@U{XAYA@ ΒSAF?@Y@F@7#I@7menvl@7g6@7>縴@7?fffffgF"FXT?Ϳ[~]\EKX5P@JbJEA̍gr6@J)\MF? M:@F@,Kэ@, i@-lQI@+s@*t>t?333333?wYrEBD@ʴ-mA[1؈@!:F?333333@F@3 mj.@1|R@2@0p1@0I A3E`a9@vdA;B!@8&Au@灺F?Q@F@6n@3wD@5h"bt[@21,@1-sWH?׮zG?)FXT?Q?D5'`b@>"AS#Y@YS<7F?Q@F@:AVnv@6cg@82@6vOi@4k?GzH? aPFXT@?$DDa@!/~]AY.|@ eEF?$ xF@Y@F@7gC`@7Z@8^T,S@7dɖ|@7h5J??MPE{z{Z@.JAÓZ0@ 6hF?Ƭ![@F@-gt@,1;@-@,yӟU@+K?ə㯶 E`a9@vdA;B!@8IAYl @9 x<@7YKE\@7:WIE?\([?ក EqS2 @AĆc"Fg@djUF?\(\@F@/ ϭ@-@!@/G@-PW@,emV?QR?Vy3EO @@jyAS]@2F?Ă{o@F@(kj`\@@(bT@(ooC@(a;@(bDWA@?GQ&E(V"@߉@'#@'2B@')@?n+crFK(@-3A0#E@-H栺F@i`5@F@ P·@!\@!RU)̿@" +I2@"X +w@ %=PE&sȁ@T((1AfODEM@F@&0@F@"P@ ?/@&ib@&;?QR?  ] EJPh}y@+m$AxЮ@̰F?QR@F@6D@3j/@5(\@2?@1 ? +=p +?SrEEOc@IGA4mA@F? +=p +@F@6FSGZ@3Sp@5T O@3""$@2cw??م14%Eeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/?ٙ?ʂÁ`E!Z@y䢃g^Ab@96PF?ٙ@F@5-*V@3WT @4*@24@1Ӗ`? +=p +?]P:, +EEOc@IGA4mA@F? +=p +@F@6FSGZ@3Sp@5T O@3""$@2cw? +=p@9mFXT@; E53@; HAHdWd@9F@m2i@F@&%rZ@'uj@']r@'26D6@'c?陙?tMEcL b{@Qu8A(\@Q.&F?陙@F@0?KVT@/L_@0Ts@.<6T@-=@K1Dx#9@)rAV7a_$@!PnF?`kz]@Y@F@7Fؽ@7W)2@7޿_@7i@7m`T@8V$X@8)c44\@8!zJt??TFE{z{Z@;UGA~kFS@XBF?@F@-fڐe@,* a@-խ)@,zMl@+͟Dʢ?\(?2EGΰQ@_!Aګ +Wm@"F?\(@F@4!k@1ȡuh@3"ӯ[:@1$@0 +J%@-Dt0,$@֫( #cA[9q@ },F?jF4@Y@F@8r;r@8° @8z@7Q@7id?ٙ?W`E!Z@y䢃g^Ab@96PF?ٙ@F@5-*V@3WT @4*@24@1Ӗ`?zG|?ԟ`vE9O֑@ d.AP-B@F/F?QL@F@*]@*|U@*른@*B ~@)"]\?^HYEQF@/u Ab(@=8ɟkF@wY@F@(@(/yQ@(, w@(68@(D]/@ OyLpDR4"@!AW :$@! #sfF?Cf@Y@F@6g @7boQP@7q\Z@7:U*@7VG? +=p + |,EF@YdA4mA@F? +=p +@F@6FhT@3_- +@5T l@3|0@2j@\(?EЯ ()@ %# An*@m}BF@\(@F@%[@%}ǯ@% @%vk@%1+7@noD-̼y@Š.1AUu\̜@!.tF?V@Y@F@6l@7Q7(Y@7i'@7/@7M?vg Ee"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w?Gz?hFXT?=p +=?K#CE[Y@C)AR`@& F?=p +=@F@+~%@+WY|@+ﭵFY@*e@K@*Y.)U@zGnGʀE]@ʫɡƨAC@2F@ίSA@F@#S:ݞs@$cNR@$*I@$xפ3|E@$ F@??f#Daś@llܷpAVG7@!WF?jOv`@Y@F@8 ;#@8,ju<@8fMq@78@7|S@ffffffԢE-P1@˧!BAҬ ʏJ@cF@ +e?@F@$DD@%e!,e@%*;2ƕ@%|@% I/?ffffff?7((D{@B +8AaC'3@]NF?M@Y@F@7C9Ӵ@7M:e2:n@7C|L@7h@6Ŕ¢?GzH@9mFXT? +=p?ά0}tEޖ@:AŘг*@F? +=p@F@,m&O@,g+ @,́!IQ@+srgXD@+ ,>*?\(?THfPE}@pDžXA#@ӮF?\(@F@)_[sl@)!ٮ@)LA45@)n _@((?ٙo҃?ᙙ>E:'|_C@+ZAƢn0@'ͯF?iw@F@33j@2²+@3'66@1r~m-@0.@Ž\E\D@rWTrA\lK!@bɱF@Ls%@F@$ c +N@$vf@$k @$!@$Gɖ@?Tl0PDE$@A`Hl@ * 2CF?}At>@Y@F@8`@8>@8l̅<@7浂"&@7wI?QR]pEJPh}y@+m$AxЮ@̰F?QR@F@6D@3j/@5(\@2?@1 @]Z7HE%@Ɔ4:y>A7O @<]z@2)@09GV@/XlXC@?3E~z@*ZUAɵTy@?TxF@[o@F@'mȉQ@'5@'-n@'EÇ@'dx?fffffgu`xETMI7@G5A%fl@9SF?y߃@F@1z5@0~LNS@1P0@0]>Z@.YΓ??݊- E /1O@ń4/m 3A IAYl @9@X)clAhS<@MJ7F@ &)(@F@#/-@#=@#ntR| @#Mf@#('?񙙙d7.EQ@.*1A趿@l7uiF?񙙙@F@+Lv@+'@+jAv@*˃&k_@*Pߏ{I@?PGlFt@єLA׀h3@QPF@@F@!΅;@#J8@#61Ɣ@# }ɐ$@$z@ ? 冲E̻+@ՁAj@j-mBF@ @F@#</E@$YUZc@$V26|@$P$@%)K?陙?ꝓxEb*8@*A7@Y F?陙@F@0S-@/fM.@0d0XF@.; @-1?ffffff wvEcF=@Q6PkAֈ=NZ@ǘF?X@F@&WzF;E@&C @&KbSC@&@$@&9@ *4yF!(@˅xvn ASV@2F@NF@F@ H͙@"d#@!KT,:X@"V@"T`#b??)dEQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛?QJ~ZD5'`b@>"AS#Y@YS<7F?Q@F@:AVnv@6cg@82@6vOi@4k?QRlU`UoEJPh}y@+m$AxЮ@̰F?QR@F@6D@3j/@5(\@2?@1 @?GEڳ @ћQA'2W>@9KF@@F@"@$7)j@#>:@$ZW@$7)?\(ÿpD\+E@+A <,@eJa6zF?\(@F@8iz@5RE@7:8Brj@4 @3뾅2?Q@9mFXT@ ['D8!Yza@$"pA`d- @ ylF?S;w@Y@F@8/@8Qc;Ə@8~9?@7P%@7}fd??Gz?a6E`TQ@0EOA$V@sF?Gz@F@1=%@0 mHH@0F/W@/%U/@-{'!@}'$D 7Ć@-O_AYʎ'D@ jEF?/l5@Y@F@7=L@7|o0@7M@7JJ_@7'@ ?>Dݢk@XN!GA[2%@ &يF?{0@Y@F@8z@8Vv^@8[(<@8, @7U0??lE$Xl]g@ø=x&AP@iN>F@1rh@F@$ª}@$Ӟ~@$U(@$ @%^n? +=p CmENG9`@:AԶr@D{F? +=p +@F@3GP8<@1MVn@2,R@0c@/1}@? W=8DgYMG@\QXAZS4g@ mF?걅H@Y@F@7;P1R@kF? +|[@F@/9*IJ@.$F@/Kbw@.ǙB@.pT?=p +=?ʙtPFXT@ۡ=FD +X@I]AXea@ TƀF?*)s@Y@F@7/&@7wbt@7ÈV8@7I"N+@7W`?zG|?!*E9O֑@OAS[-@NyHF?q\c%@F@*JS@*|(w@*pר@*B0y U@):???؜DW}<_@O[AR@]!_F?@F@;+Mtm@7lЅ@9%@6C@5TׄF4?Gz⿾FXT?qE LVVp@*ؠdA Έ@̄+F? )@F@74;Oh@4(@6,H@3%wz@2ƷH@ffffff? D~E/aƉ@H\*AEb@ޒO"[F@ G0@:@F@"3-G@"@@"y@"$T@#@fffffg?I[ E,Y&@-lA;-j@w pF@Vv @F@$Mv@%5"8@$ +M~@%Mq~@%4@%Dyd]Y@9נмAXN2K@ TF?2^@Y@F@74t@7{NS@7d1@7LG)@7 @ͿK zDLqp@Z6b@* +2hjK@ Rۚ DfN@-E7A_k[@ :TF?l-@Y@F@9&_bs@8z@9I̎@87/c@7{?ə@&DpEE,@YeUA9Μ@8}@F?əHo@F@7a)@5.K@6b_@4Y#@36Oij?GzAE$ <ΝE@hA?6@HB F?Gz@F@5la@3j0@4'lv@2H@1g@?t!uvDgv֢@ɵqYAZSj@ ҄LF?pO4@Y@F@7=R"@7@8eēXX@7JX@7hw[N? +dEe"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w@?^\&zD2M4@v?*A]j]b@ mƇDF?}Vl!@Y@F@8C41@8@8Yx@7#@7li?ffffffzET8s"a@z8 JAM\@?JF?ffffff@F@1y(@0~@1Q"z@08@.ݱ0!?333333oMTE8\|@ n݇(Aln@wF?333333@F@5@[@2 ܕ~@4z@2 +}O@0d}+? +=p +?Iw(ENG9`@:AԶr@D{F? +=p +@F@3GP8<@1MVn@2,R@0c@/1}?~-E\@ZmqAVC=@H5 F?HR(@F@1eA@0L @1Cyb@/]s@..M\0e?=p +=^A]FXT??(Ep>+S@c|vArI@+N GF?@F@.H x@.)c]@/?}SO@-@,3 @2i@Ei@ƈ(ߧA,n@<&F@ա@F@'ĜH@'Sjj@'w@'Kؘ5@'9kͩ?ٙ`dJE ?b@] S3A9V_@=!F?ٙ@F@=g-@8k +x(@:@6@3Fç??da^EWѝ;@i&A\x@TiF?@F@)02^Q@(@)  y@(dd@(ܷ^T@ ?V*WDJ]pQx@cĒA]G @ q*BF?@cIAVM @!ܥ?F?H@Y@F@7*ц@7LA^@7ǭ6#(@7Z`E@72 Zf?\(ÿD\+E@+A <,@eJa6zF?\(@F@8iz@5RE@7:8Brj@4 @3뾅2@ + D[ @H?;A`xA@ 3F?[-M@$@Y@F@8quLN@8X앀@9 1u@7 @79;7?333334Μ ZEIq)h@8A%(@D_YF? DsW@F@+qI@+&.%=@+<@*Ǚ#m'@*JH??у E9c]@P>A@J;@8ZZ(F?$h"@F@(jr@(Z{@(NjB@(cL@(ve?ffffffIzaE5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58? +=p ?E/˶FXT@ffffff?$µENdj.@DxAВl@*F@ffffff@F@$}B@%cCE@%{_9 +]@%՞@&z?Q?@ɄZE1pIzg@>&Au@灺F?Q@F@6n@3wD@5h"bt[@21,@1-sWH?333333?7@-%??[-8@E[+|@J0eAFUH@~DF?@F@0@/@02Y@0ː@/toqf@.dm@ͿKH/jD&`q@XAa@nKF?u@Y@F@8?Q\$T@78`@8va@7@@7>P p?ٙvDE!ĊӍV@zAeLah@IӕF?ٚ$L@F@5ۆk@3_@4O@2T!'@1Ԓw[M?GzՕ`FXT??WEHF@oH!AFG@eZF?@F@)}k[x@)OPϯ@)rqzq @)F\h5@):uA1}?ͿSEQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛?޸Qn; E " E@[A*@ÊF?޸Q@F@9@5F@7@4~{h@2&:,?Q&BE1pIzg@>&Au@灺F?Q@F@6n@3wD@5h"bt[@21,@1-sWH?񙙙&E+=m[@'fnAЧ@`zF? +h@F@+H}@+doβ@,|:u@+%@*`D??IEgX@`AŐ_ +@44F?@F@, @,H2"@-IUU@+,R_@+2{i?333333fJE@>@ҙ(AňyX#@c(F@5{8@F@'':kg@&_{ޒ @'γ@&i@&zl??sY#/(Eeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/?333334?%`HP D.!;@gA"a@,FF?333333@F@8PD/@6 쏑@7drU@5+ @3C5jd?ffffff l>E5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58?ffffff?ajDWwd@R@Aa@xF?3@Y@F@7U"@7UNýf@7ƭBd@7.$p@6gLr?񙙙?TeE;ʓH/@ +oAի@|u0@F?񙜾@F@,q;걈@,Kwc@,zT@+)@+ -ۋ!@ '4DP9h@`ɓAVt@!RsBF?gM3H,@Y@F@6 |n@7<-(+@7p4@7:.@6Y@ ?ҐrE wbt@ЊHTAB,Y@PnF@ =d@F@#}E@$h@$R{br@$rT%@% \??؞:ߵEr8 +7 @V'ZIAL!Ex@ V~F?@F@.vGU@-;8@.|/_ߊ@-PG$@@,p?333333?+ADrH'%@1ռAa7@f0KYF?wpy@Y@F@6qu@6p/@7F7 @6@6Xzb@?c;%F@]AL?(@/YF@tlg@F@ Ya9@!-@! ,@"@"h(j??X>ECw;J@44J7AD~7@*rF?@F@(Gxp +@(M@(O@(1C<@(Ob$??['d(E1hʑ@1;AIsJB +@9s F?>M3z@F@)Rya@),|@)JX`@)&fOM3@)8 )?Gz?!#\pFXT@GzH?8E/V^4A@|/5A)@<)QoF@GzH@F@%`@&h@ CQB?F?ڐ@Y@F@7J=?@7O@8QBe\@7sb+@73z*?ffffff?V~. PE5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58@?E{FCk@ѓZvAׄZϓ@PW!F@@F@!SL]@#=Rqz@#5@#(@$ ?333333?R@E̸4@`ZA& +o@MEFF?RK.@F@+)]@*^?5@+XLu@*l@*(04?ffffff=(FXT??iFg&@`/B'Q?F?lvK@F@$t6 @)>t@">N e1@Z@JIJ4B@ ?+=PDDd@fC#AX[@ bF?{@Y@F@8< R@86ZI@8$2@7H@7T/@rozD9of@/)YAaϫ]K@FL&F?9m ֶ@Y@F@7y@7S@8*E@7[E˪*@6~L@?Eș*F@XPQ5lA֣ak@r2nF@@F@$>r@%\~@%8IN4@%i]":'@%ه@333333E0E q@_)FAA$њ@h'ѶF@%=\:@F@%&@&{?+@&L8 @&a@&ZKR@\(?s'lEЯ ()@9 +A6@O@lef$KF@J@F@%Y˅@%/O@%s`@%6Flk@%#y?Q?"xD5'`b@>"AS#Y@YS<7F?Q@F@:AVnv@6cg@82@6vOi@4k?Gz?VTgE`TQ@0EOA$V@sF?Gz@F@1=%@0 mHH@0F/W@/%U/@-{'!??4V&Dƾ` a@,,RDSAapb @3%F?(M@Y@F@6ҔC@74@7^H~@6ʛ[ @6>w@靦s>E,E;9O@n٣ARi@.gF@@td@F@& iQ@&/@&!f[@&ybY@&%g_?ͿD[dE(K^@vW7;' Aб `@F?7@F@5=R|@3  !@4l @2e e@1x3@ffffff?ŀr/D@P'eA_'P>@ CQB?F?ڐ@Y@F@7J=?@7O@8QBe\@7sb+@73z*?Gz@9mFXT?ffffff?ً$EJcu@ cAX^@IJF?ffffff@F@3j xC@1*>z@2)@09GV@/XlXC?ͿIE2c7@owwA&>1@pSj7F?`(^@F@)-@)80@)vU@)_@(K^?=p +=%o8FXT?\(¿,AFXT@?4ӭI0E~TG$@VAq*:#@>J2F@@F@'̜>[@'9+@'3@'6S@'tal}?QD5'`b@>"AS#Y@YS<7F?Q@F@:AVnv@6cg@82@6vOi@4k?ٙ?x4E![Ɗ@vJF~AOkb@U:W/F?ٙ@F@516@3%@4D @2^Y @1֙”@?J$~Dcs@C AU{@!13kcFF?l7`]y@Y@F@8 cY3@8%\Ð@8px@7)-G@7:ևn?p +=p.V`FXT? AE\r@ +c dA9@#gF?}E@F@1]1*@00D=@1@/pvK]@.3g?GzHVe߷EG@hTsemAƒS%@ARFF?GzH@F@+Q}/@+ +H@,;+@+0Tq@*"?c?QȹaȥFXT@ ̿n\FdHa@eAAx@߭SF@.@F@ @!@!W2@"XZ|@"IڥG?(\)?S[6'EĔ$TF?=Ć.@Y@F@7LP@7>]+~@8T04@75@74bb?\(?EVx)@lvAOv @bF?\(@F@29ճP@0h@1vz +F~@0ыJ|@. @ ?Q>JXDaHf@JwsZAYuдr@ MLF?.@Y@F@8^лe@8D@8˜Q @7tX͝o@7O$@?nv:Eș*F@XPQ5lA֣ak@r2nF@@F@$>r@%\~@%8IN4@%i]":'@%ه?(\)?ɿhtFXT??܎iZEeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/?GzHHZ FXT?ə?*":"EE,@YeUA9Μ@8{=kOF?ə@F@7a˨@5.eV@6bI@4YB\h@36T8۔@ ?n-bFJ@m@7A]q]T@G3F@ @F@!BM@# 8@"k ^@#$dv@#d鄍e/?Q@9mFXT@Ap2!0E\D@p4Ab@bfۍœF@Q {@F@$ < k@$g#@$k/Z[@$A @$0r +?zG?I!IFXT?̿텮HE(09w@PA'J@k[ W&F?"M@F@5rwiY@34O@4jU4@2r'ƺ@1y(uz@?4:!Dp'@܌ŬAT@!X1_yF?uX@Y@F@7nܢ@8vB@8w +@7@a@7 _?@9mFXT@Q?V':E@x`@EFYAg5 +@Jŷ*F@d9@F@#槫R@$]&{@$=@u@$f"D@$z7#?333333ӦOѸE "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw?GzH?nJ|tEIj)@.NAط@uX ƮF?GzH@F@,7fd@,/¢6@,Ys?@+k@+/o?Q?  E1pIzg@>&Au@灺F?Q@F@6n@3wD@5h"bt[@21,@1-sWH@<Df$7"@ιOھA^|:ш`@ SdmF?l7`]y@Y@F@8~:;?@85@9/n6 @8*oPq>@7nۉM?ə?\LiE`a9@vdA;B!@8o@8kď6@9Ă\@8I>@7bH|@j|E\D@m +\ۊAlS+v@aoF@[PZ6@F@$ a V@$&.@$jukkc@$CsN@$5N@?qXE$Xl]g@ ,A[ @BDyF@:x_@F@$̅@$A)@$ǚ:YS@$Άff}8@$??fffffg?qEc@X"AX9⣀@Ȏc5F?ffffff@F@6_*"V@3&9A@5j-@3/蜎@2'@?xEX&D @ې%A`!@ pH F?^ s@Y@F@8#A5v@7쒤@8y> x<@7YKE\@7:WIE@\ bE\D@wptAP;_~Q@c%F@@G@F@$ ;@$ R@$lm#@$'7[@$F6?p +=p?t`@Eّo@ŜiAX1@[SF?p +=q@F@&E@'_GQp@'G=Cw-@'j@'t@">N e1@Z@JIJ4B?ffffff?Y(D{@B +8AaC'3@]NF?M@Y@F@7C9Ӵ@7M:e2:n@7C|L@7h@6Ŕ¢@?@!ED?@TrA[/AĘ@ jEF?u%F +L@Y@F@8ga`4@8W-~@8z-2$PX@7}@7iQ?陙3vjhEY%z@]XvA‹[@Fw^LF? jL@F@1=@0l^@1f.N`@/_w,@.g}r1@zG|?A٬{KpE}/F@/ .A36x<@M0PF@ ^#-+@F@"ۗ?*)@#xo[-@#Q\|H@#Y&@#&?\(?]BE!TWP@":AݑX@E=LF?\(@F@(VWֹ@(u@(uv@(z@(YD?陙~ Ef@]XA5-sLB@Z&HbF?陙@F@/Or@.k@0Ɵj @.Nxno@-nl$T?QR(VBREJPh}y@+m$AxЮ@̰F?QR@F@6D@3j/@5(\@2?@1 ?YE#PȺ%c@tDDARhٕ@.F?@F@8ӷlx~@50*c'@Aƽb@/qF?񷝐@F@+e/@+mA C@,a @+At@*a漍?333333?NZE "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw@qzI&0D\BX(T@.HhAWc兂@ aHF?ZR@Y@F@7S3@7jB3@7jԬ@7ifI@798'$?ffffff򁞝#cFXT@3π!Ec# @Sh]_~#ArwT@&IlF?O M;@F@/b E@/Q#@/`@.z @.jVp?\(ÿںD\+E@+A <,@eJa6zF?\(@F@8iz@5RE@7:8Brj@4 @3뾅2@DBl~@ۿ2A[ @ DRIF?q@Y@F@8?c@8{@8zj@7F@7iz@?6E\@٨xAO)+@'/jF?lT@F@2kb"'Y@0J@1k@/)ϸ@.& ?陙^H[}EcL b{@Qu8A(\@Q.&F?陙@F@0?KVT@/L_@0Ts@.<6T@-=@?[ë Eť!@#8A +AM@#!jF@d@F@#6@# H@#|(@#Wc#@#,u?Gz?Fa(FXT?ə?!:E`a9@vdA;B!@8"AS#Y@YS<7F?Q@F@:AVnv@6cg@82@6vOi@4k?Q?ކ. +uXD{:@,SU^uA.7@YeF?Q@F@9O:R@6M= @7D@5inQm@4 jU?GzHd_FXT@GzH?(OwE/V^4A@`EA?W @[F@!5 +@F@%'o@&k}\g@@&E3@&{QJ;@&tػ@ NaD*{@oA]c .@ wUF?$_Z@Y@F@8I-\@8qM؍@9 qF&@8>@7BH?ffffff?p`EJcu@ cAX^@IJF?ffffff@F@3j xC@1*>z@2)@09GV@/XlXC@?զMypDgYMG@\QXAZS4g@ mF?걅H@Y@F@7;P@/0I@-)Z@,3@ ?`WDK@C6&AW8M@! }؇F?9䣃@Y@F@8(A'ss@8/2O@8r@7j@7;r@?`gDc,}@^:8AZY<)@ κZF?ꫴNP@Y@F@7 +OH@7V_G@8f'@7iO&@7hwt ? +=p D+FXT@?>o֍D7ӬE@i=A^Dfw!@ XUF?Y5;O@Y@F@8[ݴ_'@8#h#@8@7Ē@7o^Cz?QRٲQ;HEX@9AK@E^F?QR@F@7=@5P(O2@6΋@4yu@3Sog)?Ī_# E{zk:Y@Qps,Ax@3fF?i\<@F@-sؿ@,?CJ@-2dm@,r v@+@ ?\(?a6EVx)@lvAOv @bF?\(@F@29ճP@0h@1vz +F~@0ыJ|@. ?=p +=? `FXT?fffffgr-V4Ec@X"AXc&Ar@ȉawF?fknj@F@6_wD@3߅>M@5j_@3/꥗oR@2's?QFXT?əE`a9@vdA;B!@8 x<@7YKE\@7:WIE?QR?|*uk(E2_@0Aߜ@Q=ƻF?QR@F@4l{ @22-;@3ׅr@1ڮn@1G帔@ffffffEDqQ@X'A`!a@ (PF?䶙@Y@F@8 SOX@7kr@8g*`P@7qf@77 +3Fe@?,6iDP#h @2vt@">N e1@Z@JIJ4B? +=p ^T=FXT@?ۤoHEONf@/|A,G{@*6F@r0s@F@&`'O;@'R ,Ju@'+ܢ@'bd^@'iA0G?׮zG?_c4FXT? +=p @9mFXT@?Ӹ Dt+@5A^WI|4@ WeF?եb@Y@F@8]z@8$X@8yƧe@7W| @7op??xesEr7eFg@2tOӰAM wj@ F?@F@.\@-W8i@.%@-Q u!@,.JS?ٙq5E!>@u9F'AR(n@0 +DF?ٜԵ@F@5="@3!WŎ@4@jLӣ@21@1֖<@333334?ؐrE~[V@J:!A߾yY@/!wF@*L@F@#_2g:@# @#a4t@$ @$)yb??B7E1hʑ@/@/0I@-)Z@,3@aDV+@sZJA^ +@ R NF?\ı@Y@F@8@88v@917{@8+,16@7jf ?333334v'RE+=2WV@w.@6 +*@)iyZ@)/t@)9# ?QRcFXT@ 333333?E$p@+Z:AN @Oѧ@}F@ Qھ'@F@"sV@#}զ@#W j@#>)Nc@#.y?zGHj2 E?@IdAP@T&8 F?JoŊ,@F@)?@)' +@)mR@)sNX@)Pȱt?333333?ZbE "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw?陙?SBo4EcL b{@Qu8A(\@Q.&F?陙@F@0?KVT@/L_@0Ts@.<6T@-=?333334# wEπQ@\~AH%e@MlF@n@F@*92@*YD"2@+HIJ@)вZ@)P=-?əEE,@A>EVT@81oCƸF?ɡmq@F@7h=\@5/F@6K@4Ye@360?ffffff\pE5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58@ ?D3ƭ%@%l`AZq +@ F?yQ@Y@F@8y<1@8O/j@8_9`@8ek@7:>>? +=p +?T͘E%k@ʕ>IAYl @9w@333333{H2E/!}Q@ȿUA|8@U IF@5v@F@% u9@&WqH覫@&+m@&i@&/)?QRBJ:FXT?GzH5FXT@«D-T=@TXj+AT-#z٤@!]F?Ck&@Y@F@6ӂ@7ZdjN@7c$C@7;t0@7%mNP"@iVDi0@ª_]uAT{D@!T F?z$LD@Y@F@6L@7nSʲ@7uS )@7Lĸ@71hB?Ϳb<[xEB^@MR{AK$~@qF?@F@4bU@2-Fӫ@3j@1^ÖJ@0Oy?\(@9mFXT?DW}<_@O[AR@]!_F?@F@;+Mtm@7lЅ@9%@6C@5TׄF4@*a9El%@UPDnAj6.̭@'E F?ł@F@*. @+SI@+6|m@+_DM@+x7Ðb? +=p +@9mFXT?B#zEe"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w?Ϳv@MDFXT?ffffffz6FXT? +=pE(^Q@q9^AD}@6F? +=p@F@8%Q$߄?@4ح@6mۖX@3z\k@1;>Q@QיdE벍@ǻTX*AU;@у6 F@-@F@%æfR@&k^@&DC@&{Ќ$@&G@׎Zo@9KF@@F@"@$7)j@#>:@$ZW@$7)?Q%>?FXT?QR?{EJPh}y@+m$AxЮ@̰F?QR@F@6D@3j/@5(\@2?@1 @?0ͳD8@LfAX:%c@ ߭%,F?z9`@Y@F@7Db12"@7s@7֡i @7XF`0@7'yn-?\(?hrpE}@pDžXA#@ӮF?\(@F@)_[sl@)!ٮ@)LA45@)n _@((@ +=p ٍöhE|9@XE IAU2]@ +vF@ 1Z@F@"7X|E@"@OL4@"jF/@"~@"Ey^@ɃuxD2*Q0@NgA[|Ѷk9@ ! HF?ulvK@Y@F@8v{@8Ozp:@8z F]+ @7vMU/@7i#?ffffff?ş}K0D{@B +8AaC'3@]NF?M@Y@F@7C9Ӵ@7M:e2:n@7C|L@7h@6Ŕ¢?陙?EcL b{@Qu8A(\@Q.&F?陙@F@0?KVT@/L_@0Ts@.<6T@-=@$ [EdXyi@VjA;2@b3F?a@O@F@/Y/@/J-@/uI* @.sdx@.k\?\(?/^Ep]/@ `A3'4@5S0 F?\(@F@,Nr{@+]&@,nW@+j#&@+V+``@333334ӯ?_F 8p@@2ԢAj"@ K/F@#ʒS&@F@2u@O'@kK@0cm@߶ׄ? +=p?4DWj@lA#/L@A8'?F? +=p@F@9Ʊ@6o߱@8Rh#%/@5@4\..nu?ͿTgetEeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/@?6OBDFCk@ю 6Aגd@P?>F@P@F@!B .@#ف@#4+@#XE@$7C ?@Eյʼ-@.!6_AؘeI@Օ4dF@KZS@F@$DžX@%6ߐI@%#D.A@%@?v•@%U? +=p ?$QXFXT?陙?ː@Ef@]XA5-sLB@Z&HbF?陙@F@/Or@.k@0Ɵj @.Nxno@-nl$T@ffffff?WU@PE/aƉ@W*=A̓%E@vׁF@ M@F@"9Yfa@"؎@"w>{@# n- @#+sW?GzHi).FXT?333333ޘenE "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw?5WdEC%A@]=oAsA@}:F?Ы?ײ@F@2'RW7@3 @2:&@3z%3@3MmON??O>"`Ee"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w?QR?δJEk6@J=WAĕYv@NF?QR@F@,gj@,}Ks5@-EL]|@,nu@+g+??hEeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/??ߏEUK@flAǣ>"@>ddF?@F@)*9=@) )?: K@)%뫎@) +t}@)u2? +=p﬏DMDWj@lA#/L@A8'?F? +=p@F@9Ʊ@6o߱@8Rh#%/@5@4\..nu?陙4sgpFXT@\(?r*}4EЯ ()@ %# An*@m}BF@\(@F@%[@%}ǯ@% @%vk@%1+7?ə8?1E`a9@vdA;B!@8CnD5'`b@>"AS#Y@YS<7F?Q@F@:AVnv@6cg@82@6vOi@4k? +=p +x%,a@EEOc@IGA4mA@F? +=p +@F@6FSGZ@3Sp@5T O@3""$@2cw? !REH..@/AĢI@{F?[@F@,lk@, +ܾp@-j{kXH)@,B'5@+xS!$?陙?ۍW,EbKHP@TcA}Ӫ:@aԜýF?陙@F@0d\$P@/|P@0rGPc@.$e@-˵ug1@?7{lDaś@llܷpAVG7@!WF?jOv`@Y@F@8 ;#@8,ju<@8fMq@78@7|S@?|D @ې%A`!@ pH F?^ s@Y@F@8#A5v@7쒤@8y> x<@7YKE\@7:WIE?GzM 1ZFXT@ ?1}\E̻+@ՁAj@j-mBF@ @F@#</E@$YUZc@$V26|@$P$@%)K?ə?LE`a9@vdA;B!@8F 8p@@ЉAnK@|4@-%?Ql2FXT@  XDjFAF>@jAX +@ *@?F?P3:~@Y@F@6֫h"@7: +n5@7xͅF@7&V@68r@` +*E菏>@ƇA߉e@1HRsF@kX@F@#];@#H@#mXi@#ߟOú(@#0@ ?\u94,DT=]@A[)&`@ $:F?[-M@$@Y@F@8f,@8]D@8y@8 2ѱ@7!,@ _]4wD($*>1@OB$AWu@ F?XbM@Y@F@7 @7e_@7gM@7;Z@7 o+@ $D~Cߋ.}@TA_rO@ 9SUF?c +Sy@Y@F@8N@85r=@8[@70@7t^aw@\(ÿűܙ&PE[˻ @ )WU^A + eB@kF@&_Z@F@&> @&C@&4.@&h'@'c?ffffff? +Do*Z@B_gyjAaC>F@沽ƟF?⨬\ @Y@F@7Ct6@7M @F@;y@ :@ 0oix@ {UuW@ X޿??Ҍgx38E9c]@?4A$ "OC@6fF?LZU@F@(^2=@(]TQN@(P2KJ@(fs2U@(z0@aSyDf@< +*AYbB@ =aF?@Y@F@7/=g;@7wuJQ@7x`@7H\ZO.@7|Ci"??yuREe"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w@ ?Ԝ`xpDNE@f&(AX4@ sF?C,zx@Y@F@8<2w@86\E@8)yr@7JD@7mw@?EπD;o@2OA]]@ nBkF? +(w@Y@F@8B[GB@84z`,@8"@7X@i@7lF@ ?|6wE wbt@СV5A [I@ҐeF@ LƂ0@F@#!@$a,@$YQ@$WNF@%JmS)@ffffff/?g8Dì@1}IA_R/=0@ ?K}/F?囥S@Y@F@7W@74@8T6@7⚑cA@73e?ͿD>"EQ&J@r'd=A0Gn(@wXzF@Vo D@F@%Ey@%8"AS#Y@YS<7F?Q@F@:AVnv@6cg@82@6vOi@4k??tEB^@MR{AK$~@qF?@F@4bU@2-Fӫ@3j@1^ÖJ@0Oy@?X~ DNqFD@\aAV D@!r F?V`V@Y@F@8!@8,~L@8w@?a1;:Daś@llܷpAVG7@!WF?jOv`@Y@F@8 ;#@8,ju<@8fMq@78@7|S@?D[ +zIg@o}ATShM@!T8-uF?_{@Y@F@7g*Sj@8Mp@8yč +@7@7Ef@ffffff請Dg@2`mA_QU'4@ ?`)m` F?wkP@Y@F@7}@78@8Ttغ@7C'@73?~ +?p +=pajmcFXT?333333,zǀFXT@̿|5$ZEskZe@ÑA2k7%@6¦5F@^)5@F@$YLn@$zÊS@$x$*@$@@$ϫ@?t(D/0|@ѿXvA^W|է@ W +S{F?Wx-8@Y@F@8^ ^*@8$2@8Ic@7\O}@7oP !?(\)yt6aFXT?ٙ;FXT?ǩME=+@"Amk)S@AQ 4F?נ k@Y@F@1zY@3*3J䰁@2jWF9@35xs-F@3_?hKw??kvrFg&@`/B'Q?F?lvK@F@$t6 @)>t@">N e1@Z@JIJ4B?p +=p?ӋJB) FXT@?hm`T@8V$X@8)c44\@8!zJt?񙙙DIE6A`1@\A{0*@OF?֔@F@+2@+[,x@+y@*P@*!@%p{D6 +<@T@75rձ@7}E!?@9mFXT?񙙙?Ҡ>^pEu@Ƙ+UAz@n$JayF?񙙙@F@+@++ }@+jn@*ΰD@*Sٶ @ffffffFRrD/Y@/"~A_U2T_@ >_F? $ p@Y@F@7@7'cx@8TI@7Gc@73ec??FKBEUK@TԐ xAѤ @!$rF?O4Pi@F@))W@) /"V@)$(ڟ@)+@(\ @ͿŇւEсPpV@'nhAĊ@F@U@F@&sR@' "V@&4j @'M.@'<,@۽=dD +{l@Ks_Abр?ot@E"F?q@Y@F@7+C@7]8V@8r߈@7H^)@6+?GzHWkF0 FXT@ffffff?1DkS@zA`UK@ )5v1F?`s@Y@F@8 +Xd@73b@8fW(@7/ȭ@76ʣr?GzG{YHFXT@Q?y E5@˯Ih1AϢt?ha@?\F@Q@F@$xL@&@%@&4 `Q@:ďh3A_Ez@ @|J>F?ڤ+@Y@F@7fFQE@7\b@8S:I@7u+@73H"?\(?C%E-@AwAf4:@Αg:MF?\(@F@6w@4 On@5~=@3A,S@26OC?zG|?jZFXT?Ϳ{}Eeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/@ +ffffff?EZ; E쨹}?@8PAG[*@ &VIF@ +ffffff@F@#9@%2=@$AQ@%P@%qE?JC{E +w@浠w҅Aw@%F? ܇Tw@F@#.g惎@#(7R[@#PeY@"dBs@"4pSh.?̿ȍp\`E(P@9_'xA3@zuF?N-@F@5N$+@3&q/@@4xx,@2i:K@1yM?Q?/BEDF@~!Aѿ=)@b{`F?Q@F@'R>@'@@'L 2Z@'>gBwJ@'9:=@ 333333]: +EJY&f@ݓy`ߦAZsk:@]8kF@>!@F@!)5E@!̞x@!,7pv@!H@!]N@ LՇoDa@}VsAVW3@! rUͥF?[($@Y@F@7(t@7e^@7ǔ@7=!@7v?񙙙?D@Eu@Ƙ+UAz@n$JayF?񙙙@F@+@++ }@+jn@*ΰD@*Sٶ @?hD?h"@A[h_+(@ 'F?u!.@Y@F@8UJ@8NYa@8zO'@7^6@7i-:?θQ*KE ػ$%@QՋϤAL@17F?θQ@F@7N3+3 U@4ð$@6Cm3ŽR@3l@2@?S9rD[ h#@qyATK@!ThlF?`kz]@Y@F@7FpO@8Eg^@8yHW@7dF@7N/??4뭀Er8 +7 @V'ZIAL!Ex@ V~F?@F@.vGU@-;8@.|/_ߊ@-PG$@@,p? +=pDWj@lA#/L@A8'?F? +=p@F@9Ʊ@6o߱@8Rh#%/@5@4\..nu@?ͮorD @ې%A`!@ pH F?^ s@Y@F@8#A5v@7쒤@8y> x<@7YKE\@7:WIE?333334FXT@? FDP#h @2vw?@n$E%VG{@jIAp[p@s*53F?LPr@Y@F@2$mrT@3\@3󈢚@3t":@3d@@ [3SDN?@pAa?@-F?)Ie@Y@F@7pՃ@7\7@8cY!)@7NZ.@6ZoVH@Q?#9 pEGBr*@ ?ߕYd8D=2@bAY0@ w#F?Pܜ@Y@F@7=D*@7tD)@8SP@7'v@7i]?333334?z[`D.!;@gA"a@,FF?333333@F@8PD/@6 쏑@7drU@5+ @3C5jd?ffffff?u;|5{E5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58@ ?\cFdHa@`A^$A%@k YF@YG{@F@ +,@!%>@!sEP@!7! @!/?(\)iseʿ"FXT?Gz?! MFXT?Q:^H\Eh!Ч@AHMS@*BF?Q@F@0RJ"@.` +@0Cwޞ@.+=nB@-n??ঌWb\Eeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/?Gz?{$HFXT?GzH1.FXT?333333? ٸEC36?3@~XAbs@1F?333333@F@3Wf@1f.@2~6@0P(@0Es@?B C xEFԼ`@D^V0Ạ&FK@87bF@@F@%J@&V1j@&mJ԰@&vq@&]f? +=p CqmEsx&@yIhAhɤ@F? +=p@F@,{{Z@,!7 +}@,ܭ@+u@+szO?ffffff?_FXT?333333@9mFXT@?zqDcbD@<RxAZYcQ@ &F?꫊\$@Y@F@7U(@7 È@8f!lFL@7jh@7hwq ?ͿHl&Er8 +7 @V'ZIAL!Ex@ V~F?@F@.vGU@-;8@.|/_ߊ@-PG$@@,p@2:[Eʛ@WjAr;Ȋ@`Ja@F@3H+@F@!{ @"G @"YWA@"ҒX@"9?GzH?ǫ 2EE=FCbW@AŐ_ +@ +woF?GzH@F@,: 7PM@+W@,&@+|%6@*?́?Q?U}kD{:@,SU^uA.7@YeF?Q@F@9O:R@6M= @7D@5inQm@4 jU?񙙙6EQ@.*1A趿@l7uiF?񙙙@F@+Lv@+'@+jAv@*˃&k_@*Pߏ{I?陙?ӳjfEb*8@*A7@Y F?陙@F@0S-@/fM.@0d0XF@.; @-1@ffffff?蓸D&'@=m|AA_AQ +@ @0KF?ud0+A@Y@F@7ƋD@7.Eƌ@8SCـ@7TpX@73bJ??TPvE5ZÌ@C1 Aħf,o@ٳ8F?@F@,=l@,\&@-~3 @+׫\w@+P//tU? +=p VFXT?Q?ә;tVPEQݥ2@÷zA]a>@r85F?@@F@(6?@(}+@( q@(@(At?ٙ?jxE!Z@y䢃g^Ab@96PF?ٙ@F@5-*V@3WT @4*@24@1Ӗ`?Q?ƮF3(E2:>+@ƒ*v%7Aɋ +D@*E);F?@x@F@'>~I@'>t@'ϥ@'II(@'^{3?(\)?~ >RErkEx3la@PBAHRRxS@ę_ȀF?ffffff@F@( +Ub@'[Q-e@'C+|@'q跚{@'59@sc?X rEe"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w@?uD7ӬE@i=A^Dfw!@ XUF?Y5;O@Y@F@8[ݴ_'@8#h#@8Ec+@(ׅ>L @)=0b@( f@(Y/@ +nD @½>AYFC@ ^F?n.@Y@F@7HJY@7>=@7Ew}@7UA_@7"Eo8@ffffffkJIDm@+ +GBA_Zw~^@ >|aF?_ô@Y@F@7@7d3@8U.aޣ@7-@74;`?ffffff?ƝToFXT?333333?ԣYbDΣT@"F|-Aa&1'4@tF?,QI@Y@F@6t8@6ǺSQ@7G0@6qu@6Y|xh@ 333333D 4ExRֹ @ 4?A @\/ F@FCg@F@!w@"V@"uD@"@8]@7Ӿh# @7op(w@"V@#X@"/d@"e*9?ffffff|$lE5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58?Q@9mFXT??\BFg&@`/B'Q?F?lvK@F@$t6 @)>t@">N e1@Z@JIJ4B@?5k{0D!, +x@r bXA^U&@ WFlzF?7@Y@F@8]¦c@8#r @8NH,@7Ci@7oe?ͿEe1"@;xPAE@vNF?ԁR@F@-}D]@/* +y1@/M+On@/d@0:1|?p +=p?S&Eّo@&El; AΥXv|@v"2F?,~@F@&W@'F4+f@'1@'P +@'ex@?ߋىD @ې%A`!@ pH F?^ s@Y@F@8#A5v@7쒤@8y> x<@7YKE\@7:WIE?\(\?Cɱ0E(@y Aү^([4@\$F?\(\@F@&ߴbY*@&孆@&,@&q$w@&oHq)?p+tAEu=@~-uANf;@LpF@cZBk@F@'8;@'D@'׶w@'b^ @( f?=p +=r4FXT@?k +FJD;o@2OA]]@ nBkF? +(w@Y@F@8B[GB@84z`,@8"@7X@i@7lF?Q?AZlE#.}@YIlAMYE@"F?Q@F@6d@@4tH,@51v@35@2R0+@s0Eq@kTASԫ@"$(qF@ ,^-@F@#w>@$$K@$ oÓ@$,8ib@$96h?Ϳ|EL8 7@|Aވy@ʮxF?>@F@23 +ڛ@0}^0@1*N@0~>ԏ@/3?\([?+}PEqS2 @AĆc"Fg@djUF?\(\@F@/ ϭ@-@!@/G@-PW@,emV???I@ޠE(P@x2 ARƀ@ ]F?@F@5={@3 =@4l=QX2@2exW@1y%\*?ffffffM\Ex3la@PBAHRRxS@ę_ȀF?ffffff@F@( +Ub@'[Q-e@'C+|@'q跚{@'59@sc?񙙙?HƋDE;ʓH/@ +oAի@,\F?񙙙@F@,q;>@,Ku5@,w?)s@+(]@+ -]?θQ  D"}'@Wr7AP_t +@pF?θQ@F@> "q@9 X@;Q]@7'>@3) ?̿Z–pFXT?Gz?댼6tFXT?׮zG +^FXT?333333SQE)VR:0!@wsA}@@TF?333333@F@6IJ@4P&Aj@5)O@3_,*@2r~?޸Q??#E " E@[A*@ÊF?޸Q@F@9@5F@7@4~{h@2&:,?ffffff?R(Ex3la@PBAHRRxS@ę_ȀF?ffffff@F@( +Ub@'[Q-e@'C+|@'q跚{@'59@sc@ +ffffff() :EuԙZ@Ȫ2AB@_[F@-V@F@"!O~@#g2L@#9cp #@#yga3@#s0 ?ffffffY/Ex3la@PBAHRRxS@ę_ȀF?ffffff@F@( +Ub@'[Q-e@'C+|@'q跚{@'59@sc?ffffffY@ET8s"a@z8 JAM\@?JF?ffffff@F@1y(@0~@1Q"z@08@.ݱ0!@?pL9HEHT|@epȂAR-ZV@YhF@@F@$N@% ;@%_}ĝ@%o@&e??D%YGPEWѝ;@i&A\x@TiF?@F@)02^Q@(@)  y@(dd@(ܷ^T?p +=p?dFXT?陙?U&YEb*8@*A7@Y F?陙@F@0S-@/fM.@0d0XF@.; @-1@fFRrD-%@ %7AX<r@ tNF?8\g@Y@F@7jA@7]aJ R@7K@73t~ +@7 #@?b{N`DgYMG@\QXAZS4g@ mF?걅H@Y@F@7;Pt@">N e1@Z@JIJ4B@? +*DD@2zAVC c)i@!!C +:F?(߹8@Y@F@74@7lC@7@D@7F)1T@7#o&?ͿڔS}>Er8 +7 @V'ZIAL!Ex@ V~F?@F@.vGU@-;8@.|/_ߊ@-PG$@@,p??@}xEQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛@ 4;ޤ*=DD@0tsA_I\@ @͑44F?k@Y@F@8z C@819@8[nS@73dj@7s9*?p +=pBntFXT??1܁!E5ZÌ@C1 Aħf,o@ٳ8F?@F@,=l@,\&@-~3 @+׫\w@+P//tU@zD[-@#`]AV\,i@!(nF?pϿT@Y@F@7 /1i@7s@7BK8@7M[@7*8?fffffgA#Ed\@X"AX8r@GPF?fn^lV@F@6_BI@3R!@5je@3/r@%\~@%8IN4@%i]":'@%ه??O'r׻Ee"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w@uYQFkiR@Fj[ܵAޖz@OF@_/ۏ/@F@iw5>@ O8ȭ@ >|zR1@ @ 6r?陙ĭe8FXT@01/EbCGY@bA+"@UOF?\@F@/t[@/6w{@/3E@/%4?K@.kۥ@ffffff?ѫBhD0_A#@A[%LY@ MF?V. @Y@F@8y@8WF@8N@8>:@7v?@T_(@ Y^@ m?ffffff?U' Es.@åʰ:fAMض6 ?@7T bwF?ffffff@F@(wW[4@(dzkr@(Zw@(˵>@(C?ٙ/|E!>@u9F'ARݙ\G@/JF?ٜՎw@?HKD?h"@A[h_+(@ 'F?u!.@Y@F@8UJ@8NYa@8zO'@7^6@7i-:@\(?2EЯ ()@8kAק|=@c!YNIF@^oߠ@F@%Q$v~@%$wP@%Z"t@%W|@%Sq?ffffff?2FXT?\(\@9mFXT?333334Bw FXT??EE[+|@vllWAzC@vJ>F?^qo@F@0[5@0"f@0/b@/wkY@.bK? +=p M~FXT?Q@9mFXT@?+gz.DbD@źK;wAFۆ}@"NjF?au@Y@F@7ZLZ@8=r},(@8U{b@8(&av@8e??8>tEo@qAŃW@snpF?@F@,d:Ū@, z/K@, a@+7\_/@+ ,j?QG@w?(\)?7NFXT@zG?xQE e30@:"!AU 6ց@@ F@ DTɆ@F@!ڼ6@"|W@"ϩ@"|=Vm@"s?ə@1&>3%UEE,@YeUA9Μ@8|~dF?əc@F@7aC@5.#@6bb]@4YDm@36Qp@ ?(D'Is@tAX9]܁@ 00F?/D)@Y@F@8:i@853@8/@7r@7!@? +<Dgv֢@ɵqYAZSj@ ҄LF?pO4@Y@F@7=R"@7@8eēXX@7JX@7hw[N?GzHϐHdFXT??} E1hʑ@3J=AD/̃@esdF?@F@)Ru0t@)-;hrnf@)J-@)&ҷ83@)u?ə?<EE,@YeUA9Μ@8{=kOF?ə@F@7a˨@5.eV@6bI@4YB\h@36T8۔?3333337My|EnCZV@uѱAQ<]@F?@F@+W@+0Ҳtd@+з@*l2M@*he~3?zG|]bJHHFXT@>JDt"@{)AV}@!>8 +F?}At>>@Y@F@8.@8+@8;Z@7%@7?=p +=VYFXT?? i8E\BQd@]ILXAkZ@֎7F?@F@*9Oi@)偑<>@*4yn*@)7N@)>V?QR?6NEX@9AK@E^F?QR@F@7=@5P(O2@6΋@4yu@3Sog)?333333H?EJxw@ ̡VAmAPo@nF?҃fQm@Y@F@3y[D@4LО[@4Q-\M@4A: &@4GkKZJ@pD#lDOwd2@Q$AWT!@ x_kF?A_E@Y@F@6G"@7Vz>@7SvB@7.aM@71@BGDyW +@ AW Ķ@! JF?CV3@Y@F@6|*:@7Rk@7@7-.5Z@7 ?Q?dEp"ِ@͗EAPb/@{jF?Q@F@/xd(1@.>@/0I@-)Z@,3? +=p X2FXT?p +=p? VFXT@FD ~@SxAY=8 ]@ XF?W'@Y@F@7=[@7g@7ΗVJ@7OW0@7_?333334捠7ECA [@qTAGkM@<@F?Kc@F@4w1h@29 +@3H@1JfA@0@P5˙?GzHLfXFXT??3|Ep>+S@B2tA[Y+@&1!eZF? ()@F@.ϳ7@.)@/DҎ3@-{@,xLi?GzH?P}TFXT??TXEgX@`AŐ_ +@44F?@F@, @,H2"@-IUU@+,R_@+2{i@ rDN@A`#?@ [*, F?^5?|@Y@F@8ǐ'm2@8XL=@9@7x$@7?ya?(\)?3E!@4:Aɒ̨ =@lt&F?(\)@F@)wk@)FR@)2)5@)v=HE@)A#I@̿݅EU#@qC1$AЕ@>eF@w@F@&#y@&0݈ @&j@&}Yc@&a@fffffg?wvE/aƉ@ƳK6ONAJVV@ giF@s@F@"+BT@"F"ώ@"^={@"@[eߔ@#^c?У +=p?2:6ӄE@;zAh5@@C{F?У +=p@F@7IL @4N.I@6aI;@3[f@2~|z@?.KD?h"@A[h_+(@ 'F?u!.@Y@F@8UJ@8NYa@8zO'@7^6@7i-:?ffffff?AnFXT?QR?NqxpEO @@EOAʓYZ@ɦ bF?QR@F@(kϲک@(e3@(que%|&@(ex~@(f+Q@ֻ3D28@@fAW2|0@!ԅF?ll@&sJuGF@S2v.@F@#[6j]@#蒴͵@#vz@#܃@$ +Rob?θQ?oD:xE ػ$%@QՋϤAL@17F?θQ@F@7N3+3 U@4ð$@6Cm3ŽR@3l@2?ffffff?23\D{@B +8AaC'3@]NF?M@Y@F@7C9Ӵ@7M:e2:n@7C|L@7h@6Ŕ¢@E8uVD +y,@Fd AWa ђ@ IKkF?{0$@Y@F@7K_X@7 `~@7sC@7d4{@75Zf=@brU).D:В'@j[,A[q@ 4oF?jUp +@Y@F@8@8ƹ @8z閲@7Y@7i 9X"??_u.Ep>+S@c|vArI@+N GF?@F@.H x@.)c]@/?}SO@-@,3 ?333333TE8\|@ n݇(Aln@wF?333333@F@5@[@2 ܕ~@4z@2 +}O@0d}+?k@dED@TSdAQ)@ǥaEF@cC08a@F@)iq @(Ih@)Dy4E3@(C_l@'R+O@ .DZpqI@uF"A`60Г@ $^W\F?䏛]:@Y@F@8=L&0@8B@8m4*@7NV,@7x'@ mvpD8n|!@AX*#@ geF?($ xG@Y@F@6-@7KP8@7!@7$rD@73*vV?ffffff?^MEwC`@{WqA1ʔ@UF?ffffff@F@){Z'@)>@6 +*@)iyZ@)/t@)9# ?zG|@9mFXT??6Fe8Eug6c@}dVAI$Y}@2KF?½R@F@'Y@'V+>@'r97@(U@(:fK??ٛFED.@3DAF(4@+PF?TCN3j@F@(UYw@()#@(חj@(96@(Io@?< +W\DgYMG@\QXAZS4g@ mF?걅H@Y@F@7;P@& (@&ϛi@&@'vo@?ZCJ8EGI*e @/A̮L9'H@863GF@ h߽j@F@%?@&E0@&l-(@&k7#@&<2xD@?ՔDXD=@=AV@!K*F?VWj@Y@F@8?@8+Gi@8hB@7z m@7 "?333334?ͣ]`D.!;@gA"a@,FF?333333@F@8PD/@6 쏑@7drU@5+ @3C5jd@?G֋,D;o@2OA]]@ nBkF? +(w@Y@F@8B[GB@84z`,@8"@7X@i@7lF@?c+CD @ې%A`!@ pH F?^ s@Y@F@8#A5v@7쒤@8y> x<@7YKE\@7:WIE??;h`Dƾ` a@,,RDSAapb @3%F?(M@Y@F@6ҔC@74@7^H~@6ʛ[ @6>w?fffffgHE@ԙbAgX@ ?F?il5@F@6^@3xQc@5h@3.}f@2&X<*?p +=p?Eq9FXT?θQ`ڏSD"}'@Wr7AP_t +@pF?θQ@F@> "q@9 X@;Q]@7'>@3) ?zG|\H0FXT??GE{z{Z@;UGA~kFS@XBF?@F@-fڐe@,* a@-խ)@,zMl@+͟Dʢ??7XE1Z@` +sA}"@Z] F?@F@4I4.@2/@3.\T@1<@1A?QR?k}E2_@0Aߜ@Q=ƻF?QR@F@4l{ @22-;@3ׅr@1ڮn@1G帔? +=p ?+zc_FXT??#hZDW}<_@O[AR@]!_F?@F@;+Mtm@7lЅ@9%@6C@5TׄF4? +=p?h58Eޖ@:AŘг*@F? +=p@F@,m&O@,g+ @,́!IQ@+srgXD@+ ,>*@6FUuD @+*,AX_L@ a٧F?_Ë@Y@F@7=!席e@7 ] Q@73K&@7S@7#"U??וEeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/? +=p ?jjuGJFXT? +=p +?.MQ`ENG9`@:AԶr@D{F? +=p +@F@3GP8<@1MVn@2,R@0c@/1}??:HEB^@MR{AK$~@qF?@F@4bU@2-Fӫ@3j@1^ÖJ@0Oy?ffffff?\ C EJcu@ cAX^@IJF?ffffff@F@3j xC@1*>z@2)@09GV@/XlXC?333334#w"EoC@Q \A$DK@QVXF?2M]@F@**t/@*fr@*䖶 -@*!@)]^G?333333/E)VR:0!@wsA}@@TF?333333@F@6IJ@4P&Aj@5)O@3_,*@2r~@ffffff?5 iDE+u@J A`j@M@ )nF?ҝ%@Y@F@8 +@7s,@8fa@75@76L5?Q&wEEؾj_@a~AfA@ۙF?Q@F@*K@*"` 7@+ʘH@*K@)卑?(\)ֲOFXT?ͿXE(q9@vW7;' A@i7@O6F?p5A@F@5=w@3 E@4l C@2eO@1xٓ?Ϳw U-BElC@(A(u@KF?xN6@F@,@q@,@-]ƥ@,C+<=@+hB]?333334\QTECD@)@)A"bv@AE`F?IHU'@F@3֕mn@1гY"@3 :;@1 V@0@4ƚ@&'!MDx^@@'`AUHxK]@!=ND4fF?Ev @Y@F@6EMV@7p>@72k @7KO@7,Y4@?u*(F +j\@ҎPqA1ٓ@DוF@V}@F@!V@#hCc@"T!\@#=O@#6?QO4PE#.}@YIlAMYE@"F?Q@F@6d@@4tH,@51v@35@2R0+?333333?y4~Dٿ37@1Ʉ:TAaU{*@awF?bw\@Y@F@6q覲z@6rVP@7H@S@@63}@6XkEg^?Q?rVE#.}@YIlAMYE@"F?Q@F@6d@@4tH,@51v@35@2R0+@?XwDqc|@?'&xAS -;@!kkUF?x?@Y@F@7䳔~@8@8p"=!@7Է@7#?Q?0}EQݥ2@à0ghA?)>E@ fF? .@F@(4Ib@(+@(oT@(n @( +w?ͿHE(B!@v'1>AKWw@gF?XL/@F@5=P@3 0|!@4m8@2e^v@1y ?Q @ffffff#ZDM}@,A_Y7Ї@ >CF?1@Y@F@7o]1 @7O)@8U Q\@7p@74 M?333333?VNcEa@(ѨA*@F?333333@F@1h@/Sؾy@0IIhpo@.rkC>@-%?񙙙o%dqkEu@Ƙ+UAz@n$JayF?񙙙@F@+@++ }@+jn@*ΰD@*Sٶ ??1hBE[+|@J0eAFUH@~DF?@F@0@/@02Y@0ː@/toqf@.dm@?㿮gDErK@Ř# vAG@"r<sF?$5in@Y@F@7uW"@8;^JB@8Ts +t@8&D@8[J:?333333=WxEbn@'gAȤbr@F?󷈗1@F@*E^@*P'@*WU@*d~@)@ +ffffff?rwLE쨹}?@9=AK\2@ fF@ +rv@F@#$v@%1kG@$墶@%P@%Ep?Q?uEь𩎣@M\JbA5K@#"7F?Q@F@+~@+(el@+@*̴@*\IU? +=p +ItݽENG9`@:AԶr@D{F? +=p +@F@3GP8<@1MVn@2,R@0c@/1}@ +=p ?ePEi‰@/'΃A/ @^RYϣF@ +=p +@F@#[F@$c3@#@$4$<@$dƵlM@ ?ຢL,DcMIx[@s.{8AX @ 嘹F?k @Y@F@8K̹啾@8Ў@% @%Ln +@%l=]d@ Ϳc2FdHa@>y)6A$@?AF@M3y@F@ l<@!C (@!c @!ؠvE@" @?߉^E(V"@Ƹ5@4F?zG@F@)ݽΘ@)([@)9DZ@){@)]NA#?ٙ?m}2sE!Z@y䢃g^Ab@96PF?ٙ@F@5-*V@3WT @4*@24@1Ӗ`?p +=p?ѾYsFXT@?ۄjEaGc@ȴt_A:@sDvF@@F@&USF>@& (@&ϛi@&@'vo@ ?څID2Ĕ@OH:tAZ~@ $,HLF?9.< @Y@F@81=@8S H +7@8?@8#h@7b?ə@ukVEE,@YeUA9Μ@8|}PF?ə@F@7a$h@5.>@6bQ@4YPv@36QAn?θQ?ޕDPE ػ$%@QՋϤAL@17F?θQ@F@7N3+3 U@4ð$@6Cm3ŽR@3l@2? +=p?W5lQEޖ@:AŘг*@F? +=p@F@,m&O@,g+ @,́!IQ@+srgXD@+ ,>*??crFg&@`/B'Q?F?lvK@F@$t6 @)>t@">N e1@Z@JIJ4B@ ?ّC(D=6'1@W6:AZݽC`@ 3ȇF?Dg8}@Y@F@8 %B@8R ah@8!1@8͵}t@7?\([~vlEqS2 @AĆc"Fg@djUF?\(\@F@/ ϭ@-@!@/G@-PW@,emV@ӟ|D $@ɡAZ@ mF?i;yR@Y@F@7XՒl@7@7@7U8.^@7zM:?333334?X5FTE)VR:0!@wsA}@@TF?333333@F@6IJ@4P&Aj@5)O@3_,*@2r~?? 1Eeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/? +=p?ބnDWj@lA#/L@A8'?F? +=p@F@9Ʊ@6o߱@8Rh#%/@5@4\..nu?Q?'5Eh!Ч@AHMS@*BF?Q@F@0RJ"@.` +@0Cwޞ@.+=nB@-n@?pBEFK(@RfA;uh@0cF@6dw@F@ [2N@!K3@! Pu@"9@"kC@ 333333?AEJY&f@Wvw;AuWV@ +F@4m@F@!]"@"@@" \`X@"Pe@"w?陙?.=Eb*8@*A7@Y F?陙@F@0S-@/fM.@0d0XF@.; @-1?ٙ?FmFhE!D@x4!AX9]j`@ILF?ٙ@F@5ޱAL@3Sl@4Ov @2+6P@1f ?Q?z)NEh!Ч@AHMS@*BF?Q@F@0RJ"@.` +@0Cwޞ@.+=nB@-n?333333?gDrH'%@1ռAa7@f0KYF?wpy@Y@F@6qu@6p/@7F7 @6@6Xzb?ͿnEeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/?Ϳ<=9`EB^@MR{AK$~@qF?@F@4bU@2-Fӫ@3j@1^ÖJ@0Oy?Q܇9NQD{:@,SU^uA.7@YeF?Q@F@9O:R@6M= @7D@5inQm@4 jU?333333?|#bcBxEa@(ѨA*@F?333333@F@1h@/Sؾy@0IIhpo@.rkC>@-%@ffffff?x/ENdj.@DxAВl@*F@ffffff@F@$}B@%cCE@%{_9 +]@%՞@&z?ٙ?ʢ,AE![Ɗ@vJF~AOkb@U:W/F?ٙ@F@516@3%@4D @2^Y @1֙”?ffffff^E6<@WcA1g@/Qr AF?>'!W@F@-Ŋ@,vS@-w㹷@+z*@+Co@/0I@-)Z@,3?陙VEf@]XA5-sLB@Z&HbF?陙@F@/Or@.k@0Ɵj @.Nxno@-nl$T?333333?טE "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw?陙?cBUmEf@]XA5-sLB@Z&HbF?陙@F@/Or@.k@0Ɵj @.Nxno@-nl$T@dvDd{~<@6AXM O@ }/F?m?@Y@F@7 |k@7]Vx@7sg{X@71@7 ?\(?ò$D\+E@+A <,@eJa6zF?\(@F@8iz@5RE@7:8Brj@4 @3뾅2?\(ÿ~h E-@AwAf4:@Αg:MF?\(@F@6w@4 On@5~=@3A,S@26OC@ffffffR +g&Er6Z̕@PA[E@R3F@ p@F@"$6@"@"-FXT?333333?xWeE "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw??$E1hʑ@3J=AD/̃@esdF?@F@)Ru0t@)-;hrnf@)J-@)&ҷ83@)u@Ϳ&ZD&o@y:U;A`!"@ k}F?uO7v@Y@F@8'=mh@7qQ@8|Zfe@74QX@7:?333334ңG2EC9@ AdX@n _F?ABU&@F@3# V@1([7@2?m@0Z@0E-?zG|ɽ`E}a@& ;IAf\$@fRVKF@[dc@F@))@)pm׊@)@)"x_@(%ŋ?QХ¾Eh!Ч@AHMS@*BF?Q@F@0RJ"@.` +@0Cwޞ@.+=nB@-n@?#LxhD @ې%A`!@ pH F?^ s@Y@F@8#A5v@7쒤@8y> x<@7YKE\@7:WIE??T=e20Ez:+9e.@A<ޛ@5{F?@F@-,(@-kr]&@-M@,+;}@+3x??ba|E1hʑ@3J=AD/̃@esdF?@F@)Ru0t@)-;hrnf@)J-@)&ҷ83@)u?QR[%aEX@9AK@E^F?QR@F@7=@5P(O2@6΋@4yu@3Sog)?ͿQFXT@\(?-Q4EЯ ()@ %# An*@m}BF@\(@F@%[@%}ǯ@% @%vk@%1+7??O2Ee"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w?ffffff?ET8s"a@z8 JAM\@?JF?ffffff@F@1y(@0~@1Q"z@08@.ݱ0!@?mr.D;o@2OA]]@ nBkF? +(w@Y@F@8B[GB@84z`,@8"@7X@i@7lF@ffffff\E~il@[1XeA]"ui@oM$F@`j@F@#8#_[@$+[*@$(@$Lm~@$񋎨+?ffffff\S—HEJcu@ cAX^@IJF?ffffff@F@3j xC@1*>z@2)@09GV@/XlXC?(\)?^LFXT?fffffg?)87PEc@X"AX9⣀@Ȏc5F?ffffff@F@6_*"V@3&9A@5j-@3/蜎@2'?GzIE`TQ@0EOA$V@sF?Gz@F@1=%@0 mHH@0F/W@/%U/@-{'!@Eʛ@Ɋ7A|[@ʠiF@ e<@F@!گ@"D0@"‡?@"`@# +?QtNE1pIzg@>&Au@灺F?Q@F@6n@3wD@5h"bt[@21,@1-sWH?ffffff?ƵLE5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58?陙TrpEf@]XA5-sLB@Z&HbF?陙@F@/Or@.k@0Ɵj @.Nxno@-nl$T@?``EZZ7]@ (Ar-@ E*F@ /l@F@"jJM@#SϦ@"Gu蓞@#,`x@#)9 ??iUiEe"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w?ffffff?UDWPx@J,AaC@ Xi5F?İ@Y@F@7UƢA@7Uå0@7ƩB@7,)@6y@ ?FúxD>_@I*AY0j~t<@ T0F?>BZc@Y@F@7:\'@7딁)~@8S@7w@7i﷓?ffffffJ!˯E[ܔ@թDAkjօ@ [1fF?٩T@Y@F@4?1@4%1@4+},@4`l۽Z@4u@RN\WFkiR@Z*A `S@h +6F@Kn@F@墊&@ `@ 4$Y@! x`Y@!NjD)@??BLD;o@2OA]]@ nBkF? +(w@Y@F@8B[GB@84z`,@8"@7X@i@7lF?޸Q?l]E " E@[A*@ÊF?޸Q@F@9@5F@7@4~{h@2&:,@ ?VMrlD s$%@eӁч9AX2z@ HlF?B@Y@F@8<@86_*x@8-J_<@7Kh @7faV?333333؀׊E |I@댥AlXIۚ@IuF?]ce@Y@F@3fw@4Z!δ@4_I<.@4N I@4SBİ@ ?!E;Y$D s$%@eӁч9AX2z@ HlF?B@Y@F@8<@86_*x@8-J_<@7Kh @7faV?Gzm7E`TQ@0EOA$V@sF?Gz@F@1=%@0 mHH@0F/W@/%U/@-{'!?=p +>?eW(EǾZ"@"AԔj;@y肽F?=p +=@F@& K@&A> v]@&3zW@&FP3@&PRS?zG?M1ئ5E}$7D@N A*a!@sF?@F@)_!@)V6&oe@)}g@)L*"g@)=E`?z@2)@09GV@/XlXC?!E9K- @xKoMAj6z\ @Մ@F?a@Y@F@2-S;+@3_@32 +@3kyE@3_F?(\)? ҵE@ ?*& FJ@m@"lA#_@F\[ZF@ ,@F@![q%K@#T2M@"edZ5@#"N@#c!Lz?GzHգ3FXT?陙|,riEbQ˦@~%9AQju@`fbF?C@F@0e@/|q[K{@0r@.Ì~\@-~G??Jһ^E\BQd@]ILXAkZ@֎7F?@F@*9Oi@)偑<>@*4yn*@)7N@)>V@ I=DۜM@YAW-B(@! +(;F?QQ֌@Y@F@6I!@7N[@7Fz@7)6c@7ܭ”@?euJdD4@_ܜ yA^x! @ SF?o@Y@F@8aF@8%Kӯ@8K#@7ԝ@7p^S?333334?E +EC3FC@~XAbs@1F?333333@F@3Wf@1f.@2~6@0P(@0Es@?;M EaGc@ƿ ];>A˯r@7^jF@Ϛ@F@&T0@&?a[@&ߟ&*@&nh@'3l!u?QRCFXT??fgbDƾ` a@,,RDSAapb @3%F?(M@Y@F@6ҔC@74@7^H~@6ʛ[ @6>w@?yb`E.'@=A=U@H=S\lF@w@F@'.=@'EĤ&@'6O@'C5@'δJ?TX(Et#@3:IAt@XF@ >evG@F@'HDj@&u@' o+@&]LY@%^u*@\(?#w[E_`2}@:At~S.@)x`F@\(@F@&ApJ1@+ހ5^@*ʇ@*U5I?ᙙ;E:uU}@+1A;@(I\)F? @F@3οcs@2 ?T@3(wJpQ@1rO@0,1?У +=p?ӨHE@;zAh5@@C{F?У +=p@F@7IL @4N.I@6aI;@3[f@2~|z?333334r᱔4`EC2M7O@W A#@堕F?6N@F@3(S +h@1"@20',@0y6u@0D!??>,Eug6c@)C0AɜW@|/F?@F@'!@( p*@'`A@(@(,-,??:ݝE9c]@ľ)Ahӎ@:k:DF?(Yh@F@([@(W kt@(L%`f@(_Ӿ>@(rgE@?_n lD$ɩ@>W>BA^Rx@ WF?l oTL@Y@F@8]v>w@8#|@8фq@7*n2ɏ@7ok~DU?ٙ?xE!D@x4!AX9]j`@ILF?ٙ@F@5ޱAL@3Sl@4Ov @2+6P@1f @P]wE$Xl]g@1 +YdAڴLm@:+{.F@&_Z@F@$Ƨ(@% ʼn@$@%B'H@%"cY?ffffffKmUEEx3la@PBAHRRxS@ę_ȀF?ffffff@F@( +Ub@'[Q-e@'C+|@'q跚{@'59@sc?333333?񍽋?,EBD@ʴ-mA[1؈@!:F?333333@F@3 mj.@1|R@2@0p1@0I <@ffffff?4k4BhDĝ*3@ވuA`@ *A)~F?G 0j@Y@F@8 @7Q(Jd@8fS @7|@76 e؁?ffffff?OrE5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58@$PDX@A(A\Dp@ YF?y}@Y@F@8vH@8fS@8El@8nۼF@7^u{?zG{?H9E܁^j@gA۔@k;mF?zG{@F@'Үu@'"&@'Ü@'[k<@'P?jQЌE%iFV@l;AȐHq;@8Ep?@F?dQi @F@(hƑ@(҄@(ƍ @(#.@(q?333333?J~EC36?3@~XAbs@1F?333333@F@3Wf@1f.@2~6@0P(@0Es?ᙙmTg$E:Rű@*A#@(XF?ᝎV@F@3@2(c@3(!@1s}@0Z,#*?fffffg$dhHEoD@ԙbAiU,W@Ƭ{SF?j%7j@F@6]U@3WY@5h v@3.tfx@2&7I@333333?ȉbEѺعw@_lLA̫s5@%y-F@333333@F@%;U<@&4E@&nI@&5w@&t?333333E8\|@ n݇(Aln@wF?333333@F@5@[@2 ܕ~@4z@2 +}O@0d}+?333333?E̸4@ Aڟ\6X@ 'F?333333@F@+(j4<@*,7@+Ss@*f @*-8S@?~Dy6QV@A^к73@ KwĆ0F?P3:~@Y@F@8k'X@8*5R@8@7ɣ@7qP]?Y?񙙙?^[Eu@Ƙ+UAz@n$JayF?񙙙@F@+@++ }@+jn@*ΰD@*Sٶ @?;m D?h"@A[h_+(@ 'F?u!.@Y@F@8UJ@8NYa@8zO'@7^6@7i-:@?ǟ,KpDJkV@I"&8A`W;r@ ,F?>//t@Y@F@7J@73@8ŝ@7T:@-fS~F?m )k3U@F@/j^@.X@/V@-Ev@,5`?(\)̆Z xE!@4:Aɒ̨ =@lt&F?(\)@F@)wk@)FR@)2)5@)v=HE@)A#I?Qǵ,DEh!Ч@AHMS@*BF?Q@F@0RJ"@.` +@0Cwޞ@.+=nB@-n@?܊NxD @ې%A`!@ pH F?^ s@Y@F@8#A5v@7쒤@8y> x<@7YKE\@7:WIE@?g`2D?h"@A[h_+(@ 'F?u!.@Y@F@8UJ@8NYa@8zO'@7^6@7i-:?GzX,E`TQ@0EOA$V@sF?Gz@F@1=%@0 mHH@0F/W@/%U/@-{'!?Ϳ ^EEyu{@:.AО@pPF?@F@)Fˮ@(JY@)Hd)@("}kB@(]Z-;8?ə?xUU EE,@YeUA9Μ@8{=kOF?ə@F@7a˨@5.eV@6bI@4YB\h@36T8۔?333334ԗCX7E;@qA"8'@F?ִA3@F@+mj@+~@+W\@*7Μe@*Z??e*Fg&@`/B'Q?F?lvK@F@$t6 @)>t@">N e1@Z@JIJ4B?333334٫EC3FC@MAsPe@ F?hx/@F@3 i!@1I@2"@0X@0EPA?,@~J7 ND›ty_@߉@'#@'2B@')?Q?jGEь𩎣@M\JbA5K@#"7F?Q@F@+~@+(el@+@*̴@*\IU?θQE ػ$%@QՋϤAL@17F?θQ@F@7N3+3 U@4ð$@6Cm3ŽR@3l@2?ͿEQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛?QR?rݐEX@9AK@E^F?QR@F@7=@5P(O2@6΋@4yu@3Sog)@؇To$EZZ7]@&c& +Aޱ@._F@ 0@F@"Aj@#=v̒@#no@#Keu@#kB?n@?D @ې%A`!@ pH F?^ s@Y@F@8#A5v@7쒤@8y> x<@7YKE\@7:WIE@?8RD @ې%A`!@ pH F?^ s@Y@F@8#A5v@7쒤@8y> x<@7YKE\@7:WIE??W'EQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛@ffffff?DĔD@P'eA_'P>@ CQB?F?ڐ@Y@F@7J=?@7O@8QBe\@7sb+@73z*??~1wdEB^@MR{AK$~@qF?@F@4bU@2-Fӫ@3j@1^ÖJ@0Oy?׮zGf,:FXT??דmS(EQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛?\(ÿ%m.E-@AwAf4:@Αg:MF?\(@F@6w@4 On@5~=@3A,S@26OC??ӳ3>Dƾ` a@,,RDSAapb @3%F?(M@Y@F@6ҔC@74@7^H~@6ʛ[ @6>w?Q?%@~TEQݥ2@þAշ>@x!v+F?Q@F@(Oy@(@(K[@(s!@(-Y;@eI~FkiR@t!CA/NC@#F@׃@F@$n@ ߥ$ @ L9@ 2!O@!>$?\([?ڴzEqS2 @AĆc"Fg@djUF?\(\@F@/ ϭ@-@!@/G@-PW@,emV?Qdį Ep"ِ@͗EAPb/@{jF?Q@F@/xd(1@.>@/0I@-)Z@,3@\(?UXEЯ ()@ %# An*@m}BF@\(@F@%[@%}ǯ@% @%vk@%1+7@ + +=p?]xEG@̘CQ)Aܭ4 @OhÎF@ +=@F@"(Lq@#ipzL @#%H@#ٜZ@#қ2r?\(@9mFXT?̿폍0Er7eFg@\sAb@ ~ F?ͳ|@F@. @-Z ?G@._@-Q A@,!z@ + +=p?L9zFl|@^TA 7b@j=F@״_@F@ ɠ@!@!o.R@!8@!̦I?333333?%x!E̸4@ Aڟ\6X@ 'F?333333@F@+(j4<@*,7@+Ss@*f @*-8S@D}LDӼU@A\tQ@@ [F?gwY@Y@F@8+Eg@@8 ՛@89FVF@7>@7jf9?zG|ȫFFXT@?H0mEp +@ȗZT_AmK_@GPhF@. d$@F@& W/e@'ScŤ@')}OW@'er@'`<?ffffff?&D{ٓ@tjAaK~@ YF?ޓՑ@Y@F@7ܢه@7ܰ @87썹 @7cy@7UC[?333334JhuE+[T@u EA@@dF?60@F@6}/@4Pe@5@3m'U@2rۈ@?/,pDgv֢@ɵqYAZSj@ ҄LF?pO4@Y@F@7=R"@7@8eēXX@7JX@7hw[N?陙@9mFXT?333334?ྂlE)VR:0!@wsA}@@TF?333333@F@6IJ@4P&Aj@5)O@3_,*@2r~?ffffff?s;ǴD{@B +8AaC'3@]NF?M@Y@F@7C9Ӵ@7M:e2:n@7C|L@7h@6Ŕ¢@333333? 4EѺعw@_lLA̫s5@%y-F@333333@F@%;U<@&4E@&nI@&5w@&t?VTE;89@շ +Q Ajon㦄@qF?ڼS;w@Y@F@2!i@3TIyM@3').@3aQ( @3@?<䃈D;o@2OA]]@ nBkF? +(w@Y@F@8B[GB@84z`,@8"@7X@i@7lF?zG|󗍽<FXT@ ?sjDPj[@bǠpAYtz@ vF?x?)@Y@F@7OX[@7 @8YJ@7hhD@7hfdt?Yī FXT?zG{I\E`kQi@+"ANs@,òF@̬фr@F@'P7.@&!3@'2>@&FE%@%ވ@?n([D @ې%A`!@ pH F?^ s@Y@F@8#A5v@7쒤@8y> x<@7YKE\@7:WIE?GzH?S{\EG@hTsemAƒS%@ARFF?GzH@F@+Q}/@+ +H@,;+@+0Tq@*"?c?333334sSEC3FC@ūˬoA:b@`\aF?8@F@3G@1ja@2pW@0.*X@0DjD? +=p +ΐpENG9`@:AԶr@D{F? +=p +@F@3GP8<@1MVn@2,R@0c@/1}?ͿZ,EQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛@ffffff?D@P'eA_'P>@ CQB?F?ڐ@Y@F@7J=?@7O@8QBe\@7sb+@73z*@ ?(I|Dc"s4@RAX4@ 唏K~F?jfB@Y@F@8KЧ@8L@6J*p`@6?&S=@6 M;9>@5ss?333333ܬE "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw?ffffffmET8s"a@z8 JAM\@?JF?ffffff@F@1y(@0~@1Q"z@08@.ݱ0!?陙?*<*EcL b{@Qu8A(\@Q.&F?陙@F@0?KVT@/L_@0Ts@.<6T@-=@ffffff?'@DI@SѻA`R,@ *o}WSF?ǣ @Y@F@8 \F{@7!#@8f n@7D@767G@??.D?h"@A[h_+(@ 'F?u!.@Y@F@8UJ@8NYa@8zO'@7^6@7i-:@Z@F@$|@%F@%yX&@%ӮO0@&y|?޸Q}K&E " E@[A*@ÊF?޸Q@F@9@5F@7@4~{h@2&:,?GzG?d%qPEdi` +@wjAQd=@FF?GzH@F@)?@)k@)sH"A@)˅aJ@)\?Q?+zc_Ep"ِ@͗EAPb/@{jF?Q@F@/xd(1@.>@/0I@-)Z@,3@?~r#DoC!@*cTHAY> @ ǖ[pF?0@Y@F@7Y;?|r@7F5ww@8^K<@7 a@7hq61?ffffff?zœh4ET8s"a@z8 JAM\@?JF?ffffff@F@1y(@0~@1Q"z@08@.ݱ0!?ͿW];"EB^@MR{AK$~@qF?@F@4bU@2-Fӫ@3j@1^ÖJ@0Oy@ E֑Z@ȃ*MAҸYN@[5F@ +&3]$@F@%vT@%ӇA A8@%Niy@%~1G)@&$7*@333333գdfEy/i@x A5Aju@`̆ F@ٳ|@F@%1T;@&N:@&OM]9@&j +w=@&Kfٕ Daś@llܷpAVG7@!WF?jOv`@Y@F@8 ;#@8,ju<@8fMq@78@7|S@?ןDv:1R@Ӯ[AT{ 5]@!Z rFF?{iJA@Y@F@7k@8e!@8w[6@7z-@7JW@ ODV?@gRxAW]k;@ KkF?jܱF_@Y@F@7*G}@7|2y@7÷%@7Ph4@7$@ n9E(и@˟BTArS@ 6 +dF@e7\@F@"N@# Od@#W@#"[Z@$1Ք?GzH5)`FXT?Ϳ_ Eeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/?ffffff?U{B`D{@B +8AaC'3@]NF?M@Y@F@7C9Ӵ@7M:e2:n@7C|L@7h@6Ŕ¢?ffffff?YL@E>|~@ +FA;@ǂb/F?@F@+ lW@+oz{o@, +0wj@+@*l?GzH?ڌEFXT?333334?E:ɰEy+@IkA&@mծF?333333@F@*p^s@*dgtQM@*e-t@*%(z@)\3?̿{VoE(09w@ F-Ao3@ZM3F?>@F@5c8@3E#*@4n @2}-xW@1y29?̿PlEpMy9@Q?陙?k8HEf@]XA5-sLB@Z&HbF?陙@F@/Or@.k@0Ɵj @.Nxno@-nl$T@6~DE.|@=bA[ +J @ F?d̢@Y@F@8z71@8:@8{Le@7?Ԧ@7i%+?ffffff?x[D{@B +8AaC'3@]NF?M@Y@F@7C9Ӵ@7M:e2:n@7C|L@7h@6Ŕ¢??vZ>u`Fg&@`/B'Q?F?lvK@F@$t6 @)>t@">N e1@Z@JIJ4B@?yjI`EFq@F4CZAϥsCE@UtlF@Р+I@F@%L$g@&Lv:@&9D@&a:@&a`?333334/NxLE,x@wVיA_a@F?3:TM@F@6D4<@4Ppt3r@5ǏbE]`@30J@2r~(?ffffff٧3EJcu@ cAX^@IJF?ffffff@F@3j xC@1*>z@2)@09GV@/XlXC@zG|̀cEl@=[ +AC@1 F@ <y@F@$<@%χ@$ȍu|@%Q}g@%=,?zG|?֚Y̸FXT?Gzt*EFXT@Q?pE5ׄ@7:JA]4dv@ Q F@ V`@F@$b@&K1[@%η9@&ࡪ@&SۧJ5+? +=p @9mFXT@~Dfpi@5AaT=@`oF?\$_@Y@F@8O@8hҊ@9n@8ЈV'L@7-:k@?Ҩ-DŖ'@[A^%u@ MF?2W@Y@F@8h @8)ECe@8@7*@7pժb??f;Ee"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w? +=p@9mFXT??ÒDW}<_@O[AR@]!_F?@F@;+Mtm@7lЅ@9%@6C@5TׄF4@ Η^hD"6~@ƂmAX'0@ 4^nF?-Y@Y@F@6jc@7BØ_@7|O5@7]@60V@@?ꘆZ8D @ې%A`!@ pH F?^ s@Y@F@8#A5v@7쒤@8y> x<@7YKE\@7:WIE?Q?m˳ Eؾj_@a~AfA@ۙF?Q@F@*K@*"` 7@+ʘH@*K@)卑?333333v0$E)VR:0!@wsA}@@TF?333333@F@6IJ@4P&Aj@5)O@3_,*@2r~?񙙙?P*FEu@Ƙ+UAz@n$JayF?񙙙@F@+@++ }@+jn@*ΰD@*Sٶ @ffffff?A D@P'eA_'P>@ CQB?F?ڐ@Y@F@7J=?@7O@8QBe\@7sb+@73z*??–Eu D@áA@@+j@{f}WF?@F@(J:G@( vւ@(aK@(8~8k@((AĔ??CtiE|e@_¬4:aA"I3@BF?@F@-Fj4f@,DB@-/@,_c/U@+@/y"Fg,F@e{Yr=Aq_n.@-F@(n@F@, 9@ Ä?@ s"@ ߢ5)@!$?陙Es0Ef@]XA5-sLB@Z&HbF?陙@F@/Or@.k@0Ɵj @.Nxno@-nl$T?陙?MiEbKHP@TcA}Ӫ:@aԜýF?陙@F@0d\$P@/|P@0rGPc@.$e@-˵ug1@P+DBKN@JA\0l@ 0:1F?I< +(@Y@F@8>o@8kď6@9Ă\@8I>@7bH|@ ?PDcMIx[@s.{8AX @ 嘹F?k @Y@F@8K̹啾@8FXT@:wZ D-@[AVIzh7R@! z=j(F?Q@Y@F@783&@70n@7Ԅf"@7f8@7=6! +@ ɝ>._D{R-@[RAa˂5!@YMSoF?t}^_@Y@F@8ئ#?<@8aKjT@9M @8D)@7A?Q!iY0UE#.}@YIlAMYE@"F?Q@F@6d@@4tH,@51v@35@2R0+@ ?DtDfy"@2QAW,?.2@ TF?np&@Y@F@84N@83Seq@8<ҪM@7̚@79@?0뉋D;o@2OA]]@ nBkF? +(w@Y@F@8B[GB@84z`,@8"@7X@i@7lF?ە_dE1H6@[8Ec+@(ׅ>L @)=0b@( f@(Y/?333333؟9"E nFY@ȣeAm{NlS@ٿTF?-b8 @F@*F@*d)F@*@*%ƈ@)Ӓ@#_.mlDǾ̚@@ߩ4AUA@!CCcF?a@Y@F@7#J~@7KUz@7z+r!@7e#@7CIT?ͿV$oEeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/@g6rS +D@\CAV\+2@!+F?Y@Y@F@7Em@7z>@7:,@7R@7-E?(\)?fؙ)E!@4:Aɒ̨ =@lt&F?(\)@F@)wk@)FR@)2)5@)v=HE@)A#I? +=pw DWj@lA#/L@A8'?F? +=p@F@9Ʊ@6o߱@8Rh#%/@5@4\..nu?QR˒ +vFXT?ffffff?У2EJcu@ cAX^@IJF?ffffff@F@3j xC@1*>z@2)@09GV@/XlXC?zG?L6{`E?\z@` A}IL=%@`F?9q@F@)ݵ2@)L@)<ȓ@){2@)]"?Q@9mFXT?(\)?ҦtEuձ@WA=?Un@ݩF?(\)@F@*%l@*Yq@*Ĉ@*"OP@)UR@ \$D@PѲ @kvAW;;@! +DjHF?<`@Y@F@6Ip^@7\ٺU@7?iw@75D4*@7@fffffg?ɏO=E/aƉ@Ɠ&-At@͢HzF@Ϫ͟@F@")$C=@"ԂV `@"g@"4-@"&?ٙ?Rt7VE!Z@y䢃g^Ab@96PF?ٙ@F@5-*V@3WT @4*@24@1Ӗ`?333334ŏl+D.!;@gA"a@,FF?333333@F@8PD/@6 쏑@7drU@5+ @3C5jd?\(?T|OE!TWP@":AݑX@E=LF?\(@F@(VWֹ@(u@(uv@(z@(YD? +=p$!^DWj@lA#/L@A8'?F? +=p@F@9Ʊ@6o߱@8Rh#%/@5@4\..nu?zG|E@ &@.sA7HU7@F?zG{@F@4ЯW@2QPB@3,}@1~Sao@0eΡx ??RdE1Z@` +sA}"@Z] F?@F@4I4.@2/@3.\T@1<@1A?OB\EI@XHA@-UkF?!~|@F@,.@,wc@-aD"v@,O5@+pܵuщ?陙?hgEf@]XA5-sLB@Z&HbF?陙@F@/Or@.k@0Ɵj @.Nxno@-nl$T@ ?tlD s$%@eӁч9AX2z@ HlF?B@Y@F@8<@86_*x@8-J_<@7Kh @7faV?GzH\*EG@hTsemAƒS%@ARFF?GzH@F@+Q}/@+ +H@,;+@+0Tq@*"?c@?@E@ &@.sA7HU7@F?zG{@F@4ЯW@2QPB@3,}@1~Sao@0eΡx ?ffffff?~?pEwC`@{WqA1ʔ@UF?ffffff@F@){Z'@)>@6 +*@)iyZ@)/t@)9# ?ffffffE5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58?zG?yFXT?ٙ?pE!D@x4!AX9]j`@ILF?ٙ@F@5ޱAL@3Sl@4Ov @2+6P@1f @?Ӻ"-DDP#h @2v@ CQB?F?ڐ@Y@F@7J=?@7O@8QBe\@7sb+@73z*??u) +E\BQd@]ILXAkZ@֎7F?@F@*9Oi@)偑<>@*4yn*@)7N@)>V??x+zEu D@|5JAˠRg@ F?Ws@F@'Œl@(<- @(śPb@(ve@()NO?zG?&!E?\z@3ޛA{}A>@4F?zG@F@)ݽΘ@)([@)9DZ@){@)]NA#@zG|?gYE^Xx/c@;ANӨ9@Ro|F@zG{@F@$ +@%pQ@%}yB(d@%C Yl@&Փ`@?˒;{. EZZ7]@ŘkA>@*C1F@j/I@F@"aˆ0 +@"q݀@"M^(@"\Ĝ@# +(v*?ffffffBET8s"a@z8 JAM\@?JF?ffffff@F@1y(@0~@1Q"z@08@.ݱ0!?_9tEt#@oگ o$Azb@(?>F?3L]@F@'"@&{@&C@&֯5@&bd[ ?ffffffOdPE5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58?GzˆYE`TQ@0EOA$V@sF?Gz@F@1=%@0 mHH@0F/W@/%U/@-{'!?Q?k{aD{:@,SU^uA.7@YeF?Q@F@9O:R@6M= @7D@5inQm@4 jU?ffffff?j0E5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58?ffffff?njEs.@åʰ:fAMض6 ?@7T bwF?ffffff@F@(wW[4@(dzkr@(Zw@(˵>@(C?333333hDQE "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw?GzP(FXT@?+ Dў`@g2@AGy@@"O/uF?uMU@Y@F@7&d@89a>[@8Swy@8"<@8W?陙?ݫZjEf@]XA5-sLB@Z&HbF?陙@F@/Or@.k@0Ɵj @.Nxno@-nl$T@?=Z\ DŎڣ@ LAFn@"IF?>WS@Y@F@7KDh'@8?@~@8V$@8*l׊ @8"v>hY@?%߄E`EǢI= b@^j'Av@ަ@ggF@B;@F@&_ab@' c@&}a|@',p\4@'Sさ?ٙ>A3E ?b@] S3A9V_@=!F?ٙ@F@=g-@8k +x(@:@6@3Fç?P6Ef&@~Rwx0A2@v`KF?h R@F@)}cu4@)OFH(@)rlGS@)FP}@):gu??˸5@EQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛?(\)?9)Euձ@WA=?Un@ݩF?(\)@F@*%l@*Yq@*Ĉ@*"OP@)UR?ٙƋFXT?=p +=?ΥrE[Y@C)AR`@& F?=p +=@F@+~%@+WY|@+ﭵFY@*e@K@*Y.)U?Ϳq-:EEr8 +7 @V'ZIAL!Ex@ V~F?@F@.vGU@-;8@.|/_ߊ@-PG$@@,p?ڙ]E/Y@"$AF@H8F?8}%@F@*:}'@**'@+݇M@*[5*@*M\@8G@8zV)@7}@7im@Gf%D@…84AUDF @!=J|F?O"}@Y@F@62@7_lҲ@7U^/@7=~G@7!a?޳.Els6@٭A&˷(@ȏ9F@EGMA@F@) s@(KYG@)H4Rh0 +@(Q]@'׭l?p +=piܵJFXT@ͿڟE8m@ WZA4W}@B)F@{@F@&}u@' (`&.@&{3Dk@'/u"\@'QM$9??K"8Eeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/?zG|AxDpH@.anAt֨@ju 4F?zG{@F@=j@8d: @; +P$@6JP@3A@ӣ"8Eq@Z$+eA5ZHǹ]@F@Yih@F@#ÆMo@#a4{@#+|c@#@dzq@#Ofu@ wFkiR@ϣ)7A#i\̔@F@W(ٺ@F@` "8+@ y@ WN@!$@![bZ@ffffff?ޜ=D͕'h@}5A`$X5@ + 0dF?ͳ|@Y@F@8 @7nל@8euh@7B@76rV&@ + +=p?؍Fl|@AdT{@v}F@ -@F@ <0@!N>(@!@!Oiz@!?QZ@ 333333?M{)EJY&f@9ƂJA;"V@6 ݗF@u@F@!Dab@"T@!sv@"ս>@"4l7o? +=p ?LTxFXT@(D@^AWur@ xHF?F@Y@F@79\@@7V@7Оj@7Z13a@7-g?ᙙ# +E:%T~@+PcLAl5o@'F?T@F@3Men@2%T#@3( V5@1rK@0CG?ffffff?99elE5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58?fffffflߡEx3la@PBAHRRxS@ę_ȀF?ffffff@F@( +Ub@'[Q-e@'C+|@'q跚{@'59@sc@,DPD/]y@sGZ0WA]n䎷@ m^9'F?yP@Y@F@8D*gL@8 : @8kߓN@7@7lht:?QRl E2_@0Aߜ@Q=ƻF?QR@F@4l{ @22-;@3ׅr@1ڮn@1G帔@?@@EaGc@ȴt_A:@sDvF@@F@&USF>@& (@&ϛi@&@'vo??ørDƾ` a@,,RDSAapb @3%F?(M@Y@F@6ҔC@74@7^H~@6ʛ[ @6>w@h7D5gxa@>AY D7@ n F? A!la@Y@F@6"{>@71!@7m@7 +VO@6d|@ScnM|D1@u!A]kD\"@ m](F?|o'=\@Y@F@8CBa@8&t7@8(gF@7@7lJ ??E5ZÌ@C1 Aħf,o@ٳ8F?@F@,=l@,\&@-~3 @+׫\w@+P//tU??cjaE|e@_¬4:aA"I3@BF?@F@-Fj4f@,DB@-/@,_c/U@+@ ?kGr Dc^lA@బhsAXoXr@ 嚭PFF?k&i@Y@F@8Kʘ:D@8Pe@8#a@7DM@7? +?QR?璵 4EO @@EOAʓYZ@ɦ bF?QR@F@(kϲک@(e3@(que%|&@(ex~@(f+Q?(\) KFXT?zG|6lFXT?p +=p:"^FXT? +=p ?$FXT?QR?z)NE2_@0Aߜ@Q=ƻF?QR@F@4l{ @22-;@3ׅr@1ڮn@1G帔?fffffgD8J@ESOĭ@vdlAw>p @wőYF?V&}BK@F@1Y,]@0 +>F@1n2C~@0!]\~@/@?Z|HeDP#h @2vRA%@ kF@%@F@%~@&kui@&> O@& ;@&#?QWE+ +@AV\@FF?Q@F@+ˌ @*d65@+(Tݮ@*a-g@*)U?Ϳ?iXEeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/?zG{?b+x&E܁^j@gA۔@k;mF?zG{@F@'Үu@'"&@'Ü@'[k<@'P??ۥ|V8Eo-@ŷOqA A͞+-@Oh;F?@F@&i6l@'Zggч@'B2L@'e( +>@'|Ơ??Ƙ:ED.@-SFAU!&@.iVjF?~Ə@F@(⻇VU@(g@(28@(=R@(65?Qۄ$^Eh!Ч@AHMS@*BF?Q@F@0RJ"@.` +@0Cwޞ@.+=nB@-n@ ?fuvEf5@;W;AxJ|@_g`F@ ;@F@!d]@!(@!rkXd@!5@!6% /@?gEť^@ș< +Ai,f@GF@@F@&D@'Sb@')5@;@'f4@'۞F?? d^Ef&@oH!AFG@eZF?@F@)}k[x@)OPϯ@)rqzq @)F\h5@):uA1}?Ϳ͕FXT@ ?emWXFdHa@yEՃA +8lbR@WKgF@-MnH@F@ R4/P@!:_4G@!6'@!J{\@!quxqx?ٙkc \E!Z@y䢃g^Ab@96PF?ٙ@F@5-*V@3WT @4*@24@1Ӗ`?ffffff?-x$DWPx@J,AaC@ Xi5F?İ@Y@F@7UƢA@7Uå0@7ƩB@7,)@6y@QFYM!pEzGT@ǯ=AпHJ@PЙsF@,fz@F@%+@&p@&IEC@&@&9p[?Bz0E1D@d .Q6AXpB6@VFF?@F@46VQ@2 W@3џ|@1&#@1j?陙q7Ef@]XA5-sLB@Z&HbF?陙@F@/Or@.k@0Ɵj @.Nxno@-nl$T?fffffg?cR̐ERނ`B@S*;A!v@XJF?d{J@F@*H㦮@)Ks@)ּ@){s7@){Qio@?*d Y8D$`q@MPA^Ra= @ WVF?敁$/@Y@F@8]smD@8#^`@8p@7)!'@7o/n?Gz*.x}FXT??(E/Y@(gMA@h@m` F? a!o@F@*{Gi@*k@+,7@*[!)?@*װ@ ?иBD=2@bAY0@ w#F?Pܜ@Y@F@7=D*@7tD)@8SP@7'v@7i]?Q_=RE1pIzg@>&Au@灺F?Q@F@6n@3wD@5h"bt[@21,@1-sWH?\(?MMbBD\+E@+A <,@eJa6zF?\(@F@8iz@5RE@7:8Brj@4 @3뾅2?zG?@4F?zG@F@)ݽΘ@)([@)9DZ@){@)]NA#?Q@9mFXT?p +=p OZFXT?Q?S*ØEؾj_@a~AfA@ۙF?Q@F@*K@*"` 7@+ʘH@*K@)卑@gs\D"@_@I*AY0j~t<@ T0F?>BZc@Y@F@7:\'@7딁)~@8S@7w@7i﷓?zG?E}$7D@A #'@a F?b@F@) @)W+Ft@)}Qb~ @)L"@)>8m?ə?⶯˹\E`a9@vdA;B!@8Q?ffffff<E5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58?333333V]|E "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw@vDJM@4+AW&&3@ B8XF?f3]%@Y@F@7Ba$ޖ@7j2$@7%@7@Q֟4@7usڍ?ffffffۆ=E&:@⸞Ayi@KZSJF?ffffff@F@(DA@'ƕ@(D@'T@'8sΨ ??%#-Fg&@`/B'Q?F?lvK@F@$t6 @)>t@">N e1@Z@JIJ4B@ +=p ?x,,Ei‰@/'΃A/ @^RYϣF@ +=p +@F@#[F@$c3@#@$4$<@$dƵlM?陙rȬ}fEbOg/@y.78ATb@_F?Qv@F@0gm/@/} @0sC@.)p@-[/@E',D"3@G^&A[jJA@ ]qF?u g@Y@F@8ߴ@8Pl@8z"$NQ@7f~L:@7iRS? +=p@9mFXT@ffffff?hXEG{@27@7h@7aE +@74to?Gz?GsFXT?zG|"ZFXT?QR?F:$E2_@0Aߜ@Q=ƻF?QR@F@4l{ @22-;@3ׅr@1ڮn@1G帔?Ϳ w@FXT@ μvpD!U@aDK`A^GsT2@ XuRF?QCrq@Y@F@8촦[@8=f$@9*@8'o@7i??5nd-EQ&J@’wA+Ȉ@P-;F@1o@F@%C}[<@%go @%8R@%o[ @%<@X@ ? 2#Dd@6AZ=d/v@ 4F?#x @Y@F@8sǽ@8L k^@8nx,@8Cn} @7*$_'?333334F1 FXT@1AcDxx@kAY@ 3q.F?_Ft@Y@F@74"@7vg8U@7荿@7FgA\@7m,?\([Pl'EqS2 @AĆc"Fg@djUF?\(\@F@/ ϭ@-@!@/G@-PW@,emV@ EZZ7]@pXAn^$I@_F@GU@F@"8#@#M`@#&@#[@#|@{@ 7gDڮ@wA` T.@ ,]*F?"`B@Y@F@8Y5a>@8=m08@8QVHP@7RG@7vz{@!7D¶/%@6AcAUgSd@!,eF?$'@Y@F@6@7]Б\@7m@7: +@70@zG|?fl8E^Xx/c@#ANI@}1`FF@#@F@$qw@%_D@%]q%@%@%9V@ffffff?_fD͕'h@}5A`$X5@ + 0dF?ͳ|@Y@F@8 @7nל@8euh@7B@76rV&@ j0Dñi)`|@|AX q@ F2F? +=B@Y@F@6߈a+W>@7F,v@7@7bGB@6]@@ͿN{^Dn&II@& SA`l@ FF? @Y@F@8#VI@7*@8yAM@7N@7:pGb?=p +>@9mFXT?0jE3n@V _A[=@6MlF@ #@F@)]b @) -qog@)I@(o#@|@({??fffffg?1ESJwL@QAW! @i57F?ffffff@F@1g@0dZ@1d|)m@0òED@/]n"@?|+ KD@ +@6#2A\7Q@ 6!F?iu @Y@F@8+`t @8 Y@83[@72@7jY? +=p *zFXT??ϾhEr7eFg@2tOӰAM wj@ F?@F@.\@-W8i@.%@-Q u!@,.JS?333333<E "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw@?E$DŎڣ@ LAFn@"IF?>WS@Y@F@7KDh'@8?@~@8V$@8*l׊ @8"v>hY?陙?J~Ef@]XA5-sLB@Z&HbF?陙@F@/Or@.k@0Ɵj @.Nxno@-nl$T?ZCEo@3/@#hAǵ`@?Qs?F?z?@F@(g@(@(e@(ԟ*@(֥?(\*@9mFXT??#E(P@x2 ARƀ@ ]F?@F@5={@3 =@4l=QX2@2exW@1y%\*??ZEeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/??|p3E\ͣ@iRXAI揪@ul4!F?@F@0R 3@0 u)4@089@/UgY@.Jד?zG{?=4_E܁^j@gA۔@k;mF?zG{@F@'Үu@'"&@'Ü@'[k<@'P?333334?EC3FC@~XAbs@1F?333333@F@3Wf@1f.@2~6@0P(@0Es@?،D`[Cꡈ@yATԆc9@!UW[V6F?d=@Y@F@70T@8 +5@8yM'@7l7@7v`*@ffffff? PAG E7@.N>A@d)ZF@e@F@$xw:5h@%a*L@%r @%#0t@& l ?333334?뭠D.!;@gA"a@,FF?333333@F@8PD/@6 쏑@7drU@5+ @3C5jd@?C4~DgYMG@\QXAZS4g@ mF?걅H@Y@F@7;P+@Ɩ v2AɀTd@*DF?Q@F@'>{@'BvS@'9EJ@'X0]@'N;?\(¿ +@JuE ` P@@]Az{3U@%ނF@MfY@F@(PoI@(D@(U j*@(CZ`@(DlZ!@333334?|EI@+Au A`i@\q F@0Dki@F@%-S@%mU@%hksT@%[^z@&&M@?TD}9U@?W]A^bm{$@ U_rF?r(@Y@F@8_Ky)!@8$@8qL@7ǟ^@7oH@Ζs.E4 y@(WAѠY?z@*ϻF@T~@F@%@%i*@%Q,@&)}@&=N??pNEo@qAŃW@snpF?@F@,d:Ū@, z/K@, a@+7\_/@+ ,j?ffffff/5FnET8s"a@z8 JAM\@?JF?ffffff@F@1y(@0~@1Q"z@08@.ݱ0!@(D1@u!A]kD\"@ m](F?|o'=\@Y@F@8CBa@8&t7@8(gF@7@7lJ ?9وEA:@cCAų:@ #F?@F@,6C*@,>‰/@-%@+ȲśV@+*2:H.?ffffff=_E5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58?ᙙR@(G1k?ffffff}aD>J&?@'ۋAab[ +V@cEF?r/Y@Y@F@7&@7[@8)v@7\Mz$@7l?ffffffbdE&:@⸞Ayi@KZSJF?ffffff@F@(DA@'ƕ@(D@'T@'8sΨ ? +=p +CENG9`@:AԶr@D{F? +=p +@F@3GP8<@1MVn@2,R@0c@/1}?@jDW}<_@O[AR@]!_F?@F@;+Mtm@7lЅ@9%@6C@5TׄF4?陙h]%EddZ/@mAH{@ҚџF?D@l@F@1`+du@/l;@0 3@.ӋT@-vQE@g-DrA@S8LdAT޷)@!Is. [F?i;yS@Y@F@6x&@7rL"@7p@7O8@72.&?θQ? tPJE ػ$%@QՋϤAL@17F?θQ@F@7N3+3 U@4ð$@6Cm3ŽR@3l@2??9W`EQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛?Q?iEQݥ2@þAշ>@x!v+F?Q@F@(Oy@(@(K[@(s!@(-Y;@ sH\Dz\I@3A`)4A@ '0\%F?/e@Y@F@8)kjz@8AW?@8r-@7t\K@7x 9??hj8ED m@Bh WAǮ` @,'pF?9櫛$@F@(X'@(>&X@(ذ8@(}@(_ѩ@?8FDc,}@^:8AZY<)@ κZF?ꫴNP@Y@F@7 +OH@7V_G@8f'@7iO&@7hwt ?陙?30Ef@]XA5-sLB@Z&HbF?陙@F@/Or@.k@0Ɵj @.Nxno@-nl$T??@LEe"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w@Q?uE5@˯Ih1AϢt?ha@?\F@Q@F@$xL@&@%@&4 `@-%@ xlDz@AV9@!kF?kz]z@Y@F@6Y@7_"@7Lt@78`ږ@7O_z?333333?4hoDrH'%@1ռAa7@f0KYF?wpy@Y@F@6qu@6p/@7F7 @6@6Xzb@ *fuD@ӟ:A];^@ rCJMF?\ @Y@F@8,Am@8t5%@9c@8J;}@7S@ffffff?#a`D2[@97з+A_F|@ @\|F?妋@Y@F@7rr@7mf{h@8Se @7=@73<+??4ԍ+Er7eFg@2tOӰAM wj@ F?@F@.\@-W8i@.%@-Q u!@,.JS@CD={@6qAX/߃&Q@ 멝C$aF?rGE8@Y@F@61@7V8g@7*) }@7-g|@7#?\(?׈lAWE )t# @P%nqANQ'@[7sSF?\(@F@5'^o@3@5@2&?(@1@ ?Z$4YDPFl/@*'gdDAXZY @ !!F?1P@Y@F@8B{d@88@8f"@7`@7lA̛?zG|?俐D8FXT@?^ +$DP#h @2v@5JRD6?əˋ{7E`a9@vdA;B!@8@& (@&ϛi@&@'vo?\(5 EVx)@lvAOv @bF?\(@F@29ճP@0h@1vz +F~@0ыJ|@. @ 333333?:EE$p@˞vAznxW@Tٜ(F@ S=FZ@F@"]W@#B@#mBc>@#5U@#2?i??Pw +`Eo-@AȬw@<; PRF?:%@F@'@(c@()о@(#;@(=G^?Gz;ہ``FXT??Ep>+S@c|vArI@+N GF?@F@.H x@.)c]@/?}SO@-@,3 @ uIF!(@PjA1+S@NF@*V@F@ Y-@"'@!҃3 @"+z=|@"b^@vlDE{N@MA[nN@ OF??Ҟ@Y@F@8D@8[bq"A@8K@8 +ׁ3@7.η? +=p 3$#FXT?Q@9mFXT?=p +=?̦#E{]@j؞A˶@73F@wmT1 +@F@'lb@'@@'w;v@'@'CY??CHDƾ` a@,,RDSAapb @3%F?(M@Y@F@6ҔC@74@7^H~@6ʛ[ @6>w?v'0Et#@l'ы\A5@@|ƝF?EgD@F@'2@&w6K@&/@&>N@&nΓ*@U(@D8@ =AV@!50F?:э%@Y@F@7@J&@l@7R@7@7gى4K@7<|?333334?5EBte@SJA| @Bs&F?333333@F@3)@17@2(U@@0Жi,@0K?333333?ߏ,Ny8EC36?3@~XAbs@1F?333333@F@3Wf@1f.@2~6@0P(@0Es?eEsgr@#WAZ@<@G{kU@F@{@F@%ܱc>|@%TR@%q4@%vJ@%U\uI?333333?PJMEC36?3@~XAbs@1F?333333@F@3Wf@1f.@2~6@0P(@0Es?ٙoE!KXL@vJF~AP]O@B=F?ٙ)@F@5"@3|@4)@26@1֌?񙙙nTEu@Ƙ+UAz@n$JayF?񙙙@F@+@++ }@+jn@*ΰD@*Sٶ ?Q@9mFXT?QRǵ,DE2_@0Aߜ@Q=ƻF?QR@F@4l{ @22-;@3ׅr@1ڮn@1G帔@?&4EONf@$!Aʩv^N}@*fYF@@F@&@']uï@'6]>Ы@'o?(Zv@'`;@ ׅ jDg2͹@7ZA^z n<6@ SAF?m=@Y@F@8G"@8 @_@9/d @8*[ $@7fp?Q²놐E1pIzg@>&Au@灺F?Q@F@6n@3wD@5h"bt[@21,@1-sWH??߼NVEe"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w? +=p +b=EEOc@IGA4mA@F? +=p +@F@6FSGZ@3Sp@5T O@3""$@2cw? +=p uԳE%~ny@y&rA*S@7.=ntF@ +]u@F@'2@'w +@'h@&*@&:FM.B?ٙU^E ?b@] S3A9V_@=!F?ٙ@F@=g-@8k +x(@:@6@3Fç?333333dKxFXT@Q?^|ߐEG9& @$4nA'Qa@|WqF@]|@F@%ĤX@&^ $%@&Y@&}@'i?QyW}D{:@,SU^uA.7@YeF?Q@F@9O:R@6M= @7D@5inQm@4 jU@?HL'DDfB@}iAUj@!;yjF?X@Y@F@8r@8#N@8K>@7W5j3@79(C@333333?I* )EѺeg@pr³HAJ'wQ@$(*F@>@F@%ykQ?=p +>?߂61EǾZ"@"AԔj;@y肽F?=p +=@F@& K@&A> v]@&3zW@&FP3@&PRS@\(ÿj E _b@Im'A?pSM@Q4qF@D*@F@&&$@&0_$_@&uM@&Mw|@' UF??GZxE\BQd@]ILXAkZ@֎7F?@F@*9Oi@)偑<>@*4yn*@)7N@)>V?׮zGK`0KnFXT?h"6E$G@ Ao '@rIF?ҷCd@Y@F@2b@3.*@3P`@3V{@3gB@?7eDrN@`AVl@!mJF?;D=G@Y@F@6.C@7cr @7o1@7<ܰ@@7%@ $?zG{?؀ E܁^j@gA۔@k;mF?zG{@F@'Үu@'"&@'Ü@'[k<@'P@s+\pEZZ7]@~&3DA4F"@>F@ RuE@F@"r7@#@"Ӵe@#'@#BܟSf@ XcD 1t@*oAW8@ +wF?]ce@Y@F@6Ɉ9*@7N8@7ȡ @7'm8e@7gt3?޸QO4PE " E@[A*@ÊF?޸Q@F@9@5F@7@4~{h@2&:,@ 333333J-EJY&f@q2ҙAHжQM@OF@ @F@!`b&@"E3@" + ;@"VKG@"|: +@?6EONf@Akd@*|F@|_@F@&H@'X +@'1M@'iY@'h0@aBn E$Xl]g@uȦ ?l0wgEe"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w?ᙙFXT??SO-'Dƾ` a@,,RDSAapb @3%F?(M@Y@F@6ҔC@74@7^H~@6ʛ[ @6>w@? FK(@b)yA^#@%PF@iq@F@ 9$h@!ğ^@!q[@!?h@"-5 @pDnpY@Ld5AAUU_u@!2N3F?w{@Y@F@8 'Ttt@8%S@8[O@7N@7\㱄?.Q.nE,`j@zTxAm?M@Zx,=F@Et*@F@&49q@&?ʬ@&q8S@&'=@&TI@ Qm DVl@M]A`{L@ WfF?ڐ@Y@F@8b@8K+@8݌4@7 @7{jH@l}8tD3_T @_3BAYDF@ OpFOF?i;yS@Y@F@7PTS@7.T@7Y@7ZIrD@7& s?Q$htEؾj_@a~AfA@ۙF?Q@F@*K@*"` 7@+ʘH@*K@)卑?fffffg:vESOퟱ@<:AP@cF? D@F@1r@0g@1l~RZ@0!n4v@/(?QRsyTFXT?Gz?$>E`TQ@0EOA$V@sF?Gz@F@1=%@0 mHH@0F/W@/%U/@-{'!? +=p ?MT EYn@#Po"AgoJ@F? +=p +@F@(F??@(@(nZ@(deV@(+]'?QRSEX@9AK@E^F?QR@F@7=@5P(O2@6΋@4yu@3Sog)??(LΐEe"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w? +=p'Eޖ@:AŘг*@F? +=p@F@,m&O@,g+ @,́!IQ@+srgXD@+ ,>*?QR:VEF@hE_Af@=ڦF?I[W~@F@,5:@,a_g@-T8u3@+@ @+^S?ffffff?noE5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58?\(?ˆe[XEVx)@lvAOv @bF?\(@F@29ճP@0h@1vz +F~@0ыJ|@. ?zG|?u/FXT?fffffg\qȢETiW{\@(0A̳N @yΠeXF?oDM@F@1v @0|i&@1MW@0Ch^@.C?333333?3]@E8\|@ n݇(Aln@wF?333333@F@5@[@2 ܕ~@4z@2 +}O@0d}+?Q?kWD5'`b@>"AS#Y@YS<7F?Q@F@:AVnv@6cg@82@6vOi@4k??ގo@Eu D@áA@@+j@{f}WF?@F@(J:G@( vւ@(aK@(8~8k@((AĔ??"Er7eFg@2tOӰAM wj@ F?@F@.\@-W8i@.%@-Q u!@,.JS?333333?{aFXT@#u D @p`&AY6o@ `pF?cA [@Y@F@7?@7_U6OR@75@722"-z@7[ +7J??`l0Dƽɂc@+#Aa ќ@ˢ%1F?'76@Y@F@6Wcf@7xDu@7^ThW@6ʠ@6@2@?XzEfİh@NyO,AØ@PF@ۤ~@F@) &%"f@( %t@)AG=j@(S!@'9G@ VlDÉh;7F@ AV@!&!F?fWx-@Y@F@6+ȤX@7N`p@7`L@7)j9&@7 Pp@p +=q?9PEފTޘ@xH{ +A£+@ic9{F@p +=q@F@$7ͪ@$ l@$6 @%t@%'7R(#??6%RDƾ` a@,,RDSAapb @3%F?(M@Y@F@6ҔC@74@7^H~@6ʛ[ @6>w@?2ەpEǢ#@?!6xA`@2WF@@F@&b(Ϩ3@'$c@&,@'5Rv@']U0Ŏ? +=p +k=a$ENG9`@:AԶr@D{F? +=p +@F@3GP8<@1MVn@2,R@0c@/1}?GzHVf\FXT??š8El!@CAo?q~.@ O6yF@1v@F@%ei@%mOq=@%j@%m5 u@%lQ5@hCD/NѢ@s72A]n@ m\fF?x^ @Y@F@8D-vbx@8 +t7@8mQ@7@7l^.m?333334ꤧ} E +Mk@_HA^恠-@ګ2F?ω?B@F@*I@@*Az@2)@09GV@/XlXC@? tBlEpA"@̤I2A=D}!@2m4_F@@F@$4Y@&/9@%=4@&H: @&"@,@},F? *}?@F@0k׵@0}c@0ЃR@/tj@.d}?333333?V'XFXT?̿$x\ErPD"r@ڜ9A7eN[@h0F?5m]@F@/"~@-xQ @/H/H@-C @,R'?333334@ >rE)VR:0!@w.ڍ/[@/c$o@-ELK=@,??e8xE#q@Qܒ)A`H?@J''F?1a@F@,q'ǶC/@,AwX@,;n9)@+ +$@*J@7|3@73}d??-cvOEe"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w?Ϳ6!EB^@MR{AK$~@qF?@F@4bU@2-Fӫ@3j@1^ÖJ@0Oy@fr\xD[J$30@B[].AU*3{@!5aGF?rGE8@Y@F@6 0E@7cn@79@7@Yh@7": ??@ED m@XUAzC@#2F?@F@(gD@(M/kK6@(7vu@@(Ԩ@(#!@[Dw(=@B4A[_@ dF?k&i@Y@F@8܌b@8?@8zÿ@7 O8@7i0o֟?ٙI@E!Z@y䢃g^Ab@96PF?ٙ@F@5-*V@3WT @4*@24@1Ӗ`@iT}VD5^AM @«=,AS|(@!cZa F?`L8@Y@F@6xi@7|)֌@7?(+@7Ze@7?{?=p +=EסFXT?p +=p?eFXT?Q?' Eь𩎣@M\JbA5K@#"7F?Q@F@+~@+(el@+@*̴@*\IU@tPETD/NѢ@s72A]n@ m\fF?x^ @Y@F@8D-vbx@8 +t7@8mQ@7@7l^.m@ffffff3I xDg@2`mA_QU'4@ ?`)m` F?wkP@Y@F@7}@78@8Ttغ@7C'@73?~ +@ j8SD*#@`NA^N|L@ WF?Zx@Y@F@8!q@8NI7@9+Dj@8(R@7D Px?Ϳٮ8,Eeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/@oaE)1fU@ mEMA܉T @hgǓ]dF@ܘ@F@#\@$g)$@$J?@$t.Y@$i?zG|< +SFXT?ffffff- EJcu@ cAX^@IJF?ffffff@F@3j xC@1*>z@2)@09GV@/XlXC?\(?TBAEGΰQ@_!Aګ +Wm@"F?\(@F@4!k@1ȡuh@3"ӯ[:@1$@0 +J%?g: Ee"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w?333333?䗈BE8\|@ n݇(Aln@wF?333333@F@5@[@2 ܕ~@4z@2 +}O@0d}+@ͿфaۦHE҈(W$f@)A)5Ti@ȅsF@]@F@&|^@' `@&oa`@'/@@'RK7?zG?6:FXT? +=p ?.=FXT@ ?+FJ@m@7A]q]T@G3F@ @F@!BM@# 8@"k ^@#$dv@#d鄍e/@ ? DRQ@уfe&AY_Z@ IڼF?@Y@F@7Ź@7 +l@8Qȟ~@7$]@7i;}_?񙙙MEu@Ƙ+UAz@n$JayF?񙙙@F@+@++ }@+jn@*ΰD@*Sٶ ?\([?' ++ZEqS2 @AĆc"Fg@djUF?\(\@F@/ ϭ@-@!@/G@-PW@,emV@ ?R\D'kՑ@TsjAXF?vF@Y@F@7 @7e}8 C@7y/-B@7:oa&@7v]<@?8FLDў`@g2@AGy@@"O/uF?uMU@Y@F@7&d@89a>[@8Swy@8"<@8W?Gz῿͜gNE`TQ@0EOA$V@sF?Gz@F@1=%@0 mHH@0F/W@/%U/@-{'!@1F(c!䰼@]<*;MAjɐ@QJ*;&F@):@F@n'?@ψ(·@W@ O@ Xݢ?zG| FXT?Q<8]FXT?\([?Wɳl EqS2 @AĆc"Fg@djUF?\(\@F@/ ϭ@-@!@/G@-PW@,emV@mװDʄ + vu@Ÿ$ ATh@!VKԔF?!D(M@Y@F@6YnW@7r)R-@7NS 9@7Pgd@75]?zG|?T%PFXT@? WD.^G@H6AV7c2q@!)HF?_A@Y@F@8 1v@8'E@8oX@7`@7MA"=?dEA:@cCAų:@ #F?@F@,6C*@,>‰/@-%@+ȲśV@+*2:H.?p +=p;&KeFXT?ͿpP6E¤ORmY@yt޴AƵҹ@Ba)(F?rz$@F@,f0d$@,mUp@-jԹu@, +=@+ZJ'?޸QCR)E " E@[A*@ÊF?޸Q@F@9@5F@7@4~{h@2&:,@ AD#P@B2*AW_:@ HF?R~Rv@Y@F@67@7N0@7 + @7'u^S@7C$oN?ffffff?&ƋE5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58?Q?lEDF@~!Aѿ=)@b{`F?Q@F@'R>@'@@'L 2Z@'>gBwJ@'9:=?p +=pRFXT?陙?4{XEf@]XA5-sLB@Z&HbF?陙@F@/Or@.k@0Ɵj @.Nxno@-nl$T?333333?ZxE̸4@ Aڟ\6X@ 'F?333333@F@+(j4<@*,7@+Ss@*f @*-8S@?"QEskZe@¦fA+<4V@ 4F@`}N@F@$V0B8@$WH؝d@$Ug @$W8Ec+@(ׅ>L @)=0b@( f@(Y/? +=p +?̄pjEEOc@IGA4mA@F? +=p +@F@6FSGZ@3Sp@5T O@3""$@2cw?Q?k}Eh!Ч@AHMS@*BF?Q@F@0RJ"@.` +@0Cwޞ@.+=nB@-n?=p +=?m˳ FXT?=p +=?IWE{]@aG,gAʑũ @CF?=p +=@F@' 5$*@'.RQ4@'R~<@'Ȼ8@'j`?ffffff?NV5eEJcu@ cAX^@IJF?ffffff@F@3j xC@1*>z@2)@09GV@/XlXC?333334Tj>EC=Kw@QA]@CBF?8$4@F@3m,/8@1) @2~Tٰ@0 Xv@0Eꈋ@ ?8 DhOK@_9A] @ v'"F?0#@Y@F@8T!@8q̸F@9 7@8O\ <@7P?GzH?#0EIj)@pZAԜO@ہnF?WҪ\_@F@,Ѵ@,0C -@,urW@+o@+. [yH?Gzo.YyFXT@?)E BD n@;SgA\@ <+F?iY_a@Y@F@8+W @8 Ul@8Y@70Q#v'@7jDX?333334[ +.Eap @@K~AzE@(3b|F?a@@F@*\Q@*P3X@*so@*t+@)@Ϳ|dW,F"[n@и GXAr;n@oP"F@jU7@F@P@ ]Z5q@ ۡݴ@ |wB%@ lae9@?ş +WLDgv֢@ɵqYAZSj@ ҄LF?pO4@Y@F@7=R"@7@8eēXX@7JX@7hw[N?zG?A$E}$7D@ gA z`w@;F?zG@F@) +1@)W2@)}Ni@)Lw?@)>Gk?333333?{V 8DrH'%@1ռAa7@f0KYF?wpy@Y@F@6qu@6p/@7F7 @6@6Xzb?333334zh!E)VR:0!@wsA}@@TF?333333@F@6IJ@4P&Aj@5)O@3_,*@2r~?@l|E+36@C AjMWW@9m/F?zNz@Y@F@2kR@3ià/@3|@3A@3CJ@ +i80D2Ga@\Sݔ4ATE?cK@!b0F?Z'(b@Y@F@6jx@7]$nT[@7=Y"@7?#L@7(Ŏ@?`8~18D7ӬE@i=A^Dfw!@ XUF?Y5;O@Y@F@8[ݴ_'@8#h#@8*?ffffff<ѼE>|~@.AƱi Ў@ɈF?EEo@F@+ìw0@+pr@,G@+r狠@*iՍ2@׿C4XDƪX@|N0 AVR/@!NFeF?o5@Y@F@7y 8Z!@7mVK>@7@7EV[@7!`-u??Ca-Fg&@`/B'Q?F?lvK@F@$t6 @)>t@">N e1@Z@JIJ4B?fffffgP[E)6c(@ԣQbA"AS#Y@YS<7F?Q@F@:AVnv@6cg@82@6vOi@4k?333333c/lPEk6Ea@/V8mAȜ9E@ ?dF?@F@*J*Wj@*O@*F3HT@*@) ??w݄D$Fq@I<f(Aa￀X@[1;F?U5Q@Y@F@7dW@7\؉@7o՟@7U@6U/?GzH?W5lQFXT?zG|?(PߌxFXT?QR?VqRFXT@?F|Daś@llܷpAVG7@!WF?jOv`@Y@F@8 ;#@8,ju<@8fMq@78@7|S?(\)?ɴ)q@`Euձ@WA=?Un@ݩF?(\)@F@*%l@*Yq@*Ĉ@*"OP@)UR?У +=p |,E@;zAh5@@C{F?У +=p@F@7IL @4N.I@6aI;@3[f@2~|z?333334q-EVꔌ@ A 2@{WF?D">@F@+oe?@+!Y@+$ߠ˜@*T@N4@*Z&D@)nS2D4L.]@Rv|q.A]$@ gfNJF?: +@Y@F@8(@8{Ln@9_S@8!FȄ@7Ǥ$?=p +=?ʇ%FXT?QRvFXT?׮zGU땪GFXT?/OiSE~յ@ºZ\Aȓޯ95@E_QmF?L_8.@F@(!@(/$'@(p@(汌O@(R)?\(?qLEp]/@ `A3'4@5S0 F?\(@F@,Nr{@+]&@,nW@+j#&@+V+``?ffffffG +EJcu@ cAX^@IJF?ffffff@F@3j xC@1*>z@2)@09GV@/XlXC??5%C8EZ@AxA:=@, F?@F@,I{@, +6@-Qg#@,ܕN@+v$@?ľqGDgv֢@ɵqYAZSj@ ҄LF?pO4@Y@F@7=R"@7@8eēXX@7JX@7hw[N??6xEz:+9e.@=ʊA<,V`@9!NF?@F@- N5@-dB@-CE@,&@+^R@ ?Q![E&d4@Ц ,Ad@9F@ @F@#"M@~(@$3FN@$Zm|@$9/^@%O{I@ۙLDɲrE@pi<ATù@!G^9F?m\@Y@F@64H~E@7l@7rz@7I4䑪@7-gc?333333?ۆ-E "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw??L,ԫ`E\ͣ@iRXAI揪@ul4!F?@F@0R 3@0 u)4@089@/UgY@.Jד?333333?T#lE "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw@?#dܙ|D@ +@6#2A\7Q@ 6!F?iu @Y@F@8+`t @8 Y@83[@72@7jY?.<7DW}<_@O[AR@]!_F?@F@;+Mtm@7lЅ@9%@6C@5TׄF4?Gz/rFXT@1bihEb*@6AaZ@VF?;@F@/l@/;$G@/Q{Pe @._@.ܢ3_?У +=pҚ<E@;zAh5@@C{F?У +=p@F@7IL @4N.I@6aI;@3[f@2~|z@-GzFkiR@ZD(YA³ڽd@jF@?l&@F@T@ ɾ)@ 5\@! @!N?333333?DYzE̸4@ Aڟ\6X@ 'F?333333@F@+(j4<@*,7@+Ss@*f @*-8S@?;0DgYMG@\QXAZS4g@ mF?걅H@Y@F@7;P߰4F?Б}kf@Y@F@7=_&N@77ܱ@8Tf8@7=@74f?Q?odEp"ِ@͗EAPb/@{jF?Q@F@/xd(1@.>@/0I@-)Z@,3@?F +dPE@ҏY'A}QmX@E9eF@V}@F@!W%VG@#c@" h)@#>cI@#^A]? +=p ?b>EYn@#Po"AgoJ@F? +=p +@F@(F??@(@(nZ@(deV@(+]'?ͿjEQ&J@OA!i@S4F?_'@F@%U@%ղ:@% @%͛@%<$?ffffff?>.&E5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58@ 333333?$7XpEJY&f@o}A3w8 e@t\GF@O}x@F@!5)B@!"\@!@@! =@":r?QR?"wEJPh}y@+m$AxЮ@̰F?QR@F@6D@3j/@5(\@2?@1 @?)5%C8EGpl@ʵ ?ٙ?{P'E!D@x4!AX9]j`@ILF?ٙ@F@5ޱAL@3Sl@4Ov @2+6P@1f ?񙙙?  +\Eu@Ƙ+UAz@n$JayF?񙙙@F@+@++ }@+jn@*ΰD@*Sٶ @ffffff?VTENdj.@DxAВl@*F@ffffff@F@$}B@%cCE@%{_9 +]@%՞@&z?Gz:-FXT@ ?/qTD9Y/@7A[ Dٯ@ %YF?R~Rw@Y@F@8t"@8V~L@8ᳪ[@8uRJ@7E?ͿhFXT? +=p ?< +hFXT@ uDx.@ 'A`?@ #B|F?}OB@Y@F@98Ԉ(@8J @9dš@8DhT$=@7;l^? +=p :-FXT?GzH\OXFXT??kt@">N e1@Z@JIJ4B?񙙙?E;ʓH/@ +oAի@,\F?񙙙@F@,q;>@,Ku5@,w?)s@+(]@+ -]??ސE/Y@I̷Aߛ @s n!F?@F@*h@*LT@+?=TU@*\>6b@* +2hjK?p +=p?]W.FXT?ݰ]T0Ek3]6m@HAs5@=|F?b@ CQB?F?ڐ@Y@F@7J=?@7O@8QBe\@7sb+@73z*@?&vD]#@iNIPAVU@!F?fhd@(7h@(EEp@(Vl*ң?8׈E@/;@҅SmAs]0V@CLF?x-8Go@F@2:F@3 ?@2ڙ{@3%ֱxs@3RwM?Gzň>AmLFXT?Q :Eь𩎣@M\JbA5K@#"7F?Q@F@+~@+(el@+@*̴@*\IU?(\)FXT??nGnEý0@i=gAӿ.2@3F?@F@&qLb@&s @& +)e@&@ CQB?F?ڐ@Y@F@7J=?@7O@8QBe\@7sb+@73z*?ٙ=,J:E!Z@y䢃g^Ab@96PF?ٙ@F@5-*V@3WT @4*@24@1Ӗ`@?$Zo,Dˎ@y\eAW/ +@!R\,F?r @Y@F@82:@82n@8ȡw@7^X@7@333333?<$lEѺعw@_lLA̫s5@%y-F@333333@F@%;U<@&4E@&nI@&5w@&t?ٙh~E!D@r,-}AdȰY@ò4%F?٦^W@F@5@3C@4 +*a +@2ҊW@1սMb]??dvE[+|@J0eAFUH@~DF?@F@0@/@02Y@0ː@/toqf@.dm@?Ttǰ,DgYMG@\QXAZS4g@ mF?걅H@Y@F@7;Pt@">N e1@Z@JIJ4B?QR?>E2_@0Aߜ@Q=ƻF?QR@F@4l{ @22-;@3ׅr@1ڮn@1G帔?=p +>?HԜEǾZ"@"AԔj;@y肽F?=p +=@F@& K@&A> v]@&3zW@&FP3@&PRS? W"E1D@d .Q6AXpB6@VFF?@F@46VQ@2 W@3џ|@1&#@1j?޸Q?rVE " E@[A*@ÊF?޸Q@F@9@5F@7@4~{h@2&:,?ffffff?5xnE>|~@&ӻ:A˴z>@ǪE;F?ffffff@F@+u@+n@,Uw@+mR@*o ?ٙMdE!D@wcAYb@EF?ٙϊo@F@5޾4@3M@4-$@2/@֥D@1?333333Eil'U@|9WLA±4Tx@?ݣF?L>@F@+<%@+0̶7@+@'@@'L 2Z@'>gBwJ@'9:=@\(?xE_`2}@:At~S.@)x`F@\(@F@&w?Gz?%:E`TQ@0EOA$V@sF?Gz@F@1=%@0 mHH@0F/W@/%U/@-{'!?ffffff?b+x&D{@B +8AaC'3@]NF?M@Y@F@7C9Ӵ@7M:e2:n@7C|L@7h@6Ŕ¢@ 333333$4EJY&f@Ʉ[=AUNW@3 F@ @F@!z2,U@"|-EmL@"C[Q@"Q*V@" +D@ ?1Dß8Zґ?@AX( Z]B@ Щ9F? sG@Y@F@6?z@7FӋ=@7v}@7H@6.?3333330E "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw?\(irNE ݮ@P%nqANQ'@[7sSF?\(@F@5'^o@3@5@2&?(@1@?,D @ې%A`!@ pH F?^ s@Y@F@8#A5v@7쒤@8y> x<@7YKE\@7:WIE@ %؜4D6Z@0Yh A_H_lm@ @5R 2F?*@Y@F@8yB+@81z@8D<<@7CY?@7s5r?QR?mFXT@ )Dun@߸AW| #@ F?Ms@Y@F@7]@70 +@77 +@7oX?@7>R΂[@ ? pE|DcMIx[@s.{8AX @ 嘹F?k @Y@F@8K̹啾@8C@3e:o@4l}U[@2e>+@1x,K?GzH CqmFXT??SNRYEB^@MR{AK$~@qF?@F@4bU@2-Fӫ@3j@1^ÖJ@0Oy?\(^<ߘ@7<@81$@7})@7>I?Ϳ2KEEQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛??Ԅ}N%hDƾ` a@,,RDSAapb @3%F?(M@Y@F@6ҔC@74@7^H~@6ʛ[ @6>w? +=p +?'E%k@ʕ>IAYl @9"@>ddF?@F@)*9=@) )?: K@)%뫎@) +t}@)u2?fffffghyEd\@X"AXj/N@ȄlF?fmc @F@6_#w@3јez@5j,@3/b +2@2'i?Gz@9mFXT??H tsDdm<@ ?SAaWK=@tF?D">@Y@F@7T%ъL@7TF@7s7@7 GZ@6ǛU@ ?|{LpD@>e'AWM@ AF?)I@Y@F@7(z|@7|aMQ@7\(X-@7PIuR@7$+@$ޅ"Dy@<2VAU8@!+=)LF?\(@Y@F@6˕Ef@7\% +@7p @78u]@7$5?(\)xP!FXT? +=prw58E(^Q@q9^AD}@6F? +=p@F@8%Q$߄?@4ح@6mۖX@3z\k@1;>Q?333334f"ӶECCwcZ@A i(@|EMF?&&@F@3y1;`@1 +S9@2_j@1T>@0Ai'ct@:=2E@<@8YPp^@5 6H@ 3ŧeDҴ<`P(@ Kb"AWq@ F?쬯0@Y@F@76P@7NY*[@7(u@7Yq̧@7-?333333?N,E "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw@1eDNEʛ@t4A@tF@ J›@F@!ݕN@"އ'W@"~F@"0T"@#DU#??(\)?aEuձ@WA=?Un@ݩF?(\)@F@*%l@*Yq@*Ĉ@*"OP@)UR?̿PEQ&J@UdA<(t@%_(eF@bw\@F@%\m@%I]󩣫@%wVT@%2k@% ԓ,??Δ Eo@qAŃW@snpF?@F@,d:Ū@, z/K@, a@+7\_/@+ ,j?.s{^E\\Psc@}5AŒp'@ yF?&|;N@F@1Ь@0?Ws[@1,{@/}c9@./_:@?1u'hF@}8ACc5 @/^WF@@F@ ZnF@!ߑ11@!4޼@"x۾B@"jGO1x?Q0N E#.}@YIlAMYE@"F?Q@F@6d@@4tH,@51v@35@2R0+?Q?F0D{:@,SU^uA.7@YeF?Q@F@9O:R@6M= @7D@5inQm@4 jU??WEf&@oH!AFG@eZF?@F@)}k[x@)OPϯ@)rqzq @)F\h5@):uA1}?fffffg?ԝYERނ`B@ָoÇA1O@uFF?wBV@F@*O=@)S@)Q@)&_@){7V@ &dmD_g8j@\CAW4S@ yg9F?V`V@Y@F@6j@7V2@7AFV@7.B^c(@7ԥb#?QnE^Y@AgeJ@!EGI~F@?_-@F@'O9@']CeX@'yʟ@',:@'j4+?ə??6jIE`a9@vdA;B!@8@& (@&ϛi@&@'vo??ۇ>C@Dƾ` a@,,RDSAapb @3%F?(M@Y@F@6ҔC@74@7^H~@6ʛ[ @6>w@2*Eʛ@ɜxAs@hbiF@ *@F@!^'@"\^UZ@"J@"O@##5?Ϳ˹k Er8 +7 @V'ZIAL!Ex@ V~F?@F@.vGU@-;8@.|/_ߊ@-PG$@@,p@}?uD`[@oA^i$@ UayF?#̍@Y@F@8`@8% +a@8\po@7ΦV@7o4?ͿٿEԗ@W;A$(U@g̜F? Uu}Z@F@,L @+4Kә@,|@+%w7q@*N??߯L2HFXT? +=p E(^Q@q9^AD}@6F? +=p@F@8%Q$߄?@4ح@6mۖX@3z\k@1;>Q??6OTECw;J@44J7AD~7@*rF?@F@(Gxp +@(M@(O@(1C<@(Ob$?(\)?dcEw?QR*`/.EX@9AK@E^F?QR@F@7=@5P(O2@6΋@4yu@3Sog)@zE菏>@/AQYi@5 +xvWF@2)c@F@#KL@#E8@#vQ7^@# )@$ΒA@ +ffffff?sE쨹}?@8PAG[*@ 'ӼF@ +fyt9@F@#: T@%2w'@$A-@%P.F@%qFӠ?\(?8E!TWP@ÒxAx7,@́6F?Vѝ@F@(UN@(ir&k@@(m+Ѕ@(m8ޱ2@(u񄡟~?QRf~FXT@?cxDIJ}9@͊A]I_,o}@ p.bF?瞭Ր@Y@F@8@#{t@80xt@8v6r@7ɥGZ@7l]@?{*(XD;o@2OA]]@ nBkF? +(w@Y@F@8B[GB@84z`,@8"@7X@i@7lF? +=p ?ꭻFXT?O>AEDp@O5tAq5]@xF?Ԙ5@F@259P@3,z6@2jz;@3B "@3t E+?p +=p?݁q{StXFXT@?޷pPEǢ#@/8A'@š-F@070#@F@&bw B@'#UC@&9p\@'4t2@'\Or@?6{APD n@;SgA\@ <+F?iY_a@Y@F@8+W @8 Ul@8Y@70Q#v'@7jDX?陙?䗈BEcL b{@Qu8A(\@Q.&F?陙@F@0?KVT@/L_@0Ts@.<6T@-=?QRХ¾E2_@0Aߜ@Q=ƻF?QR@F@4l{ @22-;@3ׅr@1ڮn@1G帔??a%E1H6@aVٝA*hA@Y8ڨF?@F@4Q@2aM@3@1^d@1o'_??Fx*hFg&@`/B'Q?F?lvK@F@$t6 @)>t@">N e1@Z@JIJ4B?\(\?ޔ]!E(@y Aү^([4@\$F?\(\@F@&ߴbY*@&孆@&,@&q$w@&oHq)??aةE\BQd@]ILXAkZ@֎7F?@F@*9Oi@)偑<>@*4yn*@)7N@)>V?333333)AYFXT?ME ř@aUжAjnP[@{D$F? >@Y@F@3a@4~!&@4Ҵ@4s{@4{5Lj?? +6Esgr@nA؂?@43F?.'@F@%T_@%Wj^3@%֋X@%J0NI@%Ѵ?mnE@5AI'h!@@} CF?%{~@F@(m,bu@(sFw@(4P@({* ~@(e6pN?QR:>E22@0A߀@@QC, (F?QR@F@4l~!@25pm@38@1ڱm!@1JITW?ffffff?i-+EwC`@v !AA& @Қ-F?#^}@F@){4@)=+5rQ@)i:V@).$F@)Aztd?ffffff?C E>|~@R<~oAƆA,٩@C(W&F?6$$w@F@+'dz@+ojF@,@+7؆@*8I@?ZRklDgYMG@\QXAZS4g@ mF?걅H@Y@F@7;PE)VR:0!@wsA}@@TF?333333@F@6IJ@4P&Aj@5)O@3_,*@2r~?333334?j1Ey+@IkA&@mծF?333333@F@*p^s@*dgtQM@*e-t@*%(z@)\3??<77Eeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/??ђE/Y@H~s +A+_Z0@F? !@F@*̝G@*RȬ@+f,@*\,G@* +]D@ ̿t=Xx FdHa@#B AA4[@)]'F@K;<@F@ 3퓳)@ $eG_@ 1s]@!Hy@!!+?׮zG?T(ԫpFXT@eE}@U*ٰA#@|$'F@p^ }@F@"u0"+@#Uk@#"̢@#e2=@#B`UG@Z<2DB1"@vA]>5.@ fЯRF?ﲫ@Y@F@7)G7d@7ux@8-Dg;@7{>J @@7/"}U? +=p?E|E(^Q@q9^AD}@6F? +=p@F@8%Q$߄?@4ح@6mۖX@3z\k@1;>Q?333334?|,Eoy@vj&_AvЧ@Ś5F?333333@F@6R${@4QƱ@5 ˬ@3PɚF@2s} g?333334?]&QEy+@IkA&@mծF?333333@F@*p^s@*dgtQM@*e-t@*%(z@)\3?p +=p\}ZFXT?fffffg?ghESJwL@QAW! @i57F?ffffff@F@1g@0dZ@1d|)m@0òED@/]n"?ffffff?GڀЋD{@B +8AaC'3@]NF?M@Y@F@7C9Ӵ@7M:e2:n@7C|L@7h@6Ŕ¢?333334?ٔEC3FC@~XAbs@1F?333333@F@3Wf@1f.@2~6@0P(@0Es?GzGXE`TQ@0EOA$V@sF?Gz@F@1=%@0 mHH@0F/W@/%U/@-{'!? QiPE0+@x2Ai@=zF?Ҥ #@F@(om@(M@(1~p@(@(:?zG|?#|)]0FXT?p +=p 7FXT?陙GdEf@]XA5-sLB@Z&HbF?陙@F@/Or@.k@0Ɵj @.Nxno@-nl$T@j51TDƃ.+y'@gЩAT~"|@!b +FF?Zc @Y@F@6C6zg@7F8@7k:[r@7*/8@7:@?l'm EHT|@9J&vAнN @IF@ F(}@F@$Dp@%8J@%P.u@%rh@%8|? +=p?oJݡEޖ@:AŘг*@F? +=p@F@,m&O@,g+ @,́!IQ@+srgXD@+ ,>*?Qle4`D5'`b@>"AS#Y@YS<7F?Q@F@:AVnv@6cg@82@6vOi@4k??zdEe"ڠ@0Aş + E@4IF?@F@,<@,D}(v@- +4s@+N,@+/ w?QR?ـKeEX@9AK@E^F?QR@F@7=@5P(O2@6΋@4yu@3Sog)@ IuD @7A_ѐTw@ 35F? pϿ@Y@F@9 7?@8!"@9Q}+@8;DcC<@7_?Ϳ;E(eY@vA`e@5ZYhF?EQeM@F@5=l\@3q=@4l)@2e6b@1x|?#FXT? +=p YM +@FXT?zG?)~"E}$7D@ gA z`w@;F?zG@F@) +1@)W2@)}Ni@)Lw?@)>Gk? +=p ?&oVpFXT?^qXE,{ @|DhApz S@~߰ F?%灄@Y@F@2[_kJ@3glY@3OAA(@3i@@3`{5?? >bEUK@flAǣ>"@>ddF?@F@)*9=@) )?: K@)%뫎@) +t}@)u2?=p +=$htFXT@?ADE_@m@AU }@!CnF?5@Y@F@7 Pqצ@7|T΄@7껄o@7WJ7@77kR@333333Ջ0uҬFfѫ@z*dArH@ v{F@#T Ǐ@F@?n̟@\o@廚@0ٷ@B_2?GzH?ά0}tFXT?ffffff?5!AEx3la@PBAHRRxS@ę_ȀF?ffffff@F@( +Ub@'[Q-e@'C+|@'q跚{@'59@sc@J D^)=@tKAXZ@ `I8F?D ^@Y@F@7P\#@7i@7s^@7^J@7+~ ϋ??nrU@0b?=p +=?vp@E[Ž@ؠlAƚP@5agF?—@F@+R@+XN @+4@*n8@*"ֵ@?%}bExg@uA8s@X%F@ l&k@F@#f#7E@$2 gV@$f4@$BγZ@$gt؉?ͿL4qEQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛?fffffg@6ESP1@nqVnA<5w@axF?fes@F@1h@0-@1cb@0,+I@/?陙|!Q\Ef@]XA5-sLB@Z&HbF?陙@F@/Or@.k@0Ɵj @.Nxno@-nl$T?333333?R?obEa@(ѨA*@τjcF?x}oZ+@F@16y[@@/T +@0JC@.JM@-Ƹo@\(?nWEЯ ()@ %# An*@m}BF@\(@F@%[@%}ǯ@% @%vk@%1+7?333333? +sE "(@A˅"A@ +@eF?333333@F@*??:2@)t@*UFC@)@)Iw@?>FwvDc,}@^:8AZY<)@ κZF?ꫴNP@Y@F@7 +OH@7V_G@8f'@7iO&@7hwt ?(\)@9mFXT@n^DD&Qt @Ÿ)FAU-hMf/@!@tivF?h]k;@Y@F@6V@7]OC#@7F 8p@@ցAENz@b9F@pr@F@-6@ `M@ ư@ }@ T2?p +=p? FXT@M,W8EJ4@mmaA.z@<+"NF@('.o@F@'t@'V^ @'rڃ@' D@'ViA@ffffff +D&Au@灺F?Q@F@6n@3wD@5h"bt[@21,@1-sWH? +=p ?' FXT@?W4D]#@iNIPAVU@!F?f ]xEs$@+GAu6W@6?1F@H@F@%/bf#@%3ۂ@%kf@&n%@&,t/@?􂉰FDc,}@^:8AZY<)@ κZF?ꫴNP@Y@F@7 +OH@7V_G@8f'@7iO&@7hwt ?dq@VTE(^1@fCAiJI@!m7F?ffffff@Y@F@2z@3hRi@3;"j@3΋@qh@3ak???l1DEug6c@)C0AɜW@|/F?@F@'!@( p*@'`A@(@(,-,@ ŕ1@D;!|@-A_3B@ 6y= kF?A0O@Y@F@9>C@8۠@9Ni6-i@89zS5X@7^}??kgECw;J@44J7AD~7@*rF?@F@(Gxp +@(M@(O@(1C<@(Ob$@ffffff?~csD͕'h@}5A`$X5@ + 0dF?ͳ|@Y@F@8 @7nל@8euh@7B@76rV&? +=p + +ݮ=zENG9`@:AԶr@D{F? +=p +@F@3GP8<@1MVn@2,R@0c@/1}?Q?zYYhE#.}@YIlAMYE@"F?Q@F@6d@@4tH,@51v@35@2R0+?(\)@9mFXT?333333Ҍ TE8\|@ n݇(Aln@wF?333333@F@5@[@2 ܕ~@4z@2 +}O@0d}+?̿kEpAmB@YY<9AÅRp@("F?.,>@F@/?}@.3z6qf@/|ng@-c0@,T!p?QR@9mFXT?zG?/XuiE?\z@3ޛA{}A>@4F?zG@F@)ݽΘ@)([@)9DZ@){@)]NA#@Q?V\EGBr +k@%bE@%Iuw@%aM-Q@?vDEť!@D At}zf?@ڹ @F@ wl@F@#B:@#jiEٞr@#Rz(F@#q4,@#|@ CQB?F?ڐ@Y@F@7J=?@7O@8QBe\@7sb+@73z*?zG|?F?M>!@Y@F@6߈!1;@7[<.O@7k~@79rx@7Pn?ffffff?钛L$EJcu@ cAX^@IJF?ffffff@F@3j xC@1*>z@2)@09GV@/XlXC@( +LD q@dТ'AW _@! +-5F?Cf@Y@F@7:8^@7xLD#-@7A@7N`@7&tbg? +=peI~Esx&@yIhAhɤ@F? +=p@F@,{{Z@,!7 +}@,ܭ@+u@+szO?=p +=?S*ØFXT? +=p +|!Q\ENG9`@:AԶr@D{F? +=p +@F@3GP8<@1MVn@2,R@0c@/1}@ ?7FKj@yτjA "9$@BU:yXF@8C@F@!O3X@"/0@", I@# 5zeq@#KPo?QR?E @Š8+ӛA˟4 +@Ma +F?xZ%@F@(jE.&@(T%Py}@(fw$@(QL;}@(M_#?Ϳl1FEL*Ǯ;m@.AX3y@5kF?Ѣ#@F@24}Ơ/@0CZW|@1A@0~y+"@/r!??L%+Eý0@i=gAӿ.2@3F?@F@&qLb@&s @& +)e@&pE!@4:Aɒ̨ =@lt&F?(\)@F@)wk@)FR@)2)5@)v=HE@)A#I?ͿsHnE/(@?CAŀ@i[F?f'|F@F@,|@,Še@-fRXz@, Wb@+_1z#@TSZEGp@Z-uXAT0i,o+@Xb5bF@n<@F@$(gDhv@$A@$]\c@$g@$ݰح?GzH'FXT?\(?njHEGΰQ@_!Aګ +Wm@"F?\(@F@4!k@1ȡuh@3"ӯ[:@1$@0 +J%@ +ffffff;!AF7@.sA 4@Gg"c@;U aA' @_ڎ3F? @F@)$ @(P|*@)5O`@(W@(d@ ᚘ6d +DH,@5AV-@!klNF?g@Y@F@6?OV@7a3,@7R@7:0*G@7,C4?̿ggP Er7IO/@),A8@)@QoRF?R@F@.8@@-@/>@-K,s@,qv|@zG?]>E7%h%@hߢfAq@syBF@zG@F@#ܬ@%79M@$@%MZ~@%Yy?ٙ4ɜE ?b@] S3A9V_@=!F?ٙ@F@=g-@8k +x(@:@6@3Fç?sEשr@4cAˀp@UAjuF?up@F@) @(%.EK@(@(L@(=Al?333334?}vEA[$@& ;IAYoBG@yF?333333@F@+qy@+xq@+GHd@*κy!@*e͵.?GzHئHAlFXT?Q?kA'p'dFXT@P}Eq@mvAqO@fp1F@+ͻ@F@#0*0F@#5/9@#4Cr@#`Wr@$>@ *H@De1\@-۹Aaf 8_@ٸdF?j򐫴@Y@F@8A@8kL59J@9@8"@7H?(\)%/{vFXT?ffffff?Ը9D{@B +8AaC'3@]NF?M@Y@F@7C9Ӵ@7M:e2:n@7C|L@7h@6Ŕ¢@?.DI4aFCk@ѓZvAׄZϓ@PW!F@@F@!SL]@#=Rqz@#5@#(@$ ?ťrƈE1D@d .Q6AXpB6@VFF?@F@46VQ@2 W@3џ|@1&#@1j?׮zG?6FXT@ͿA*PrEnVo@ewAvnά@Q8DF@9A@F@"Ī%@"zwB@"~eh{@"v9hq@"jq_@ ߤk~@/0I@-)Z@,3@| DDr@´nATC @!_o/F?Ma=@Y@F@6 jr@7v$@7GaX@7UmMwL@7: ?(\)dE!@4:Aɒ̨ =@lt&F?(\)@F@)wk@)FR@)2)5@)v=HE@)A#I?θQ?d?`E ػ$%@QՋϤAL@17F?θQ@F@7N3+3 U@4ð$@6Cm3ŽR@3l@2@ffffff?D yDWbL@hA`.@ *b{EF?%@Y@F@8 j}@7(u<@8fm|@7Q@76x'??RK@E\BQd@W6(A/֨@DF?櫛#U@F@*9m8vG@)N@*6j' @)l:@)$y@ "2=D1"@+A^)ʗ @ Nm[F?76f@Y@F@8~M;t@8f@94bQ@8,q@7H@?cci D*Ik@tOHA^_g=@ VLzwF?戤~@Y@F@8^@8$@8+bF+@7ӧ7@7oC ?QRdFXT?333333ttEa@(ѨA*@%gF?<$Ts@F@1/@/S>@0Ii@.#@-l?ͿhEr/-@R +TATBf3@#_TF?#@F@.{'9)@-i@.e^)@-A>_@,v<!]@Ϳ$EnVo@ù``A2@]ZF@V@F@"浿2@"|@"덵@"a Im@"=Jw??`ZEUK@flAǣ>"@>ddF?@F@)*9=@) )?: K@)%뫎@) +t}@)u2? +=p TFXT?̿,ӈ1Er7@ AǨD`@""F??)@F@/,l=@. O4s@/o7@-E"qe;@,9g'.@ IKDsΤJ@yDA_/>@ 82F?[BE@Y@F@8 bJ@85;$@8Rn@7@"@7t@ e Dx.b@}Z? A`sEz@ YHF?2 E@Y@F@8vͲ@8[A@9m@7U`@7H?? xE\ͣ@iRXAI揪@ul4!F?@F@0R 3@0 u)4@089@/UgY@.Jד@ ?4Ԍ9D.ٍR@-=FgAXīk@ 9.F?`:@Y@F@6^I@7[m8@77g@72>" @7 K?޸Q0N E " E@[A*@ÊF?޸Q@F@9@5F@7@4~{h@2&:,@?Љg:F?E!墪@AZŭ@z_F@QL"B@F@B<{@!B͝v6@ )T@!chg H@!B.W??wXzEWѝ;@i&A\x@TiF?@F@)02^Q@(@)  y@(dd@(ܷ^T?̿ХfHZE({>b@ fA2=E3|@57F?6xbm@F@5s@3k +~@4G{ J@2:*@1{ Dܞ@Df{@5ToAUM@!1 7F?5Xy>@Y@F@6x&o@7bgoa@7 ; @7> (@7 O:X??jE0E/Y@/)dA@v?mF?2%@F@*q?@*@+trd@*[K0u@*| kf?GzGY@V̼FXT? +=p /FXT@ ܬxDͲ!@f +mA` @ -% $F?@Y@F@8T"@8=sn@8َ'@7CJ@7vqn??~{DW}<_@O[AR@]!_F?@F@;+Mtm@7lЅ@9%@6C@5TׄF4@D~D.E?X@rr:AXc M@ 0PF?뿇i,@Y@F@7 ^I@7b1@7+@77F6@71?׮zGdFXT?333334~ECAa 7x@C\"PAiƺ@v4F?Cڐڮ@F@35$@1ZR4@3)Z@1)f@0?غ +?lvwE LVVp@&ٟAed@VdF?@F@75U@4I@6,A)@3y@2Y5'??88Eý0@i=gAӿ.2@3F?@F@&qLb@&s @& +)e@&#@&:.@&{A??\z:oE[+|@ @YA1;5}@{춳F?%Dc@F@0@0 ;Nj@0Lyc]@/u]@.d$]T??̿.E(P@x2 ARƀ@ ]F?@F@5={@3 =@4l=QX2@2exW@1y%\*?GzH+Ѱ$FXT?333334V50 +xE+apg@u] %AY@QxF?7UlC:@F@6ǂh@4P7@5%@3jG @2ru ?333333QXEAI@t +eAk5c@7茬/F?ӝ;D=@Y@F@4  9@4Xn@4P@4hWU@4o?̿lW[E(%|@فSQEA~Д@pWF?4 A@F@5dj@3/g}5YR@4Y-}@2n9J@1x,?GzH?>T$EG@hTsemAƒS%@ARFF?GzH@F@+Q}/@+ +H@,;+@+0Tq@*"?c?\([rQ@EqS2 @AĆc"Fg@djUF?\(\@F@/ ϭ@-@!@/G@-PW@,emV?\(\?-FE(@y Aү^([4@\$F?\(\@F@&ߴbY*@&孆@&,@&q$w@&oHq)?Gz?ȀFXT@fffffg`)U@E 3ƃ@ɴ6G\A׍_(@$s@$E@$-YO@Q?\E5@˦XA϶n5)w@iEF@AFmD@F@$J9FV@&V@%n #@&2tiA@&kkC?ͿD-REeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/?У +=pE_KE@;zAh5@@C{F?У +=p@F@7IL @4N.I@6aI;@3[f@2~|z@?ë L@DeWy@ޯ_ATU|@!VF?jJL@Y@F@73]@8&@8xZ-@7V?}@7B*?QR~۫QxE22@0A߀@@QC, (F?QR@F@4l~!@25pm@38@1ڱm!@1JITW?GzHgv,FXT?Ql Eh!Ч@AHMS@*BF?Q@F@0RJ"@.` +@0Cwޞ@.+=nB@-n??԰hlE~TG$@VAq*:#@>J2F@@F@'̜>[@'9+@'3@'6S@'tal}?\(ÿ;D\+E@+A <,@eJa6zF?\(@F@8iz@5RE@7:8Brj@4 @3뾅2?333333?HPEOKgb@ʍ?A=\;@8%F?333333@F@+#Z@+0Zy8@+&H+@*ޡ@*rrb?Gz F FXT@Ӂ%7׸D@wYIA^$@ K{F?)r\>@Y@F@8@8iܙ@97?@8.<0"@7Ͻt?ʓEt#@ AеLn@'fF@;~@F@'$y@&G?a@'+.w@&_JF1@&>%W)?񙙙?FY{4Eu@Ƙ+UAz@n$JayF?񙙙@F@+@++ }@+jn@*ΰD@*Sٶ ?QR? +,EX@9AK@E^F?QR@F@7=@5P(O2@6΋@4yu@3Sog)?GzBr-bFXT?!ڜ]E(#@BE"Aq +C@%r=F?п[W>@Y@F@2tAN@3u_h6@3b]@3u"U@3$7??߲:XHE\BQd@]ILXAkZ@֎7F?@F@*9Oi@)偑<>@*4yn*@)7N@)>V@zG?~:E7%h%@hߢfAq@syBF@zG@F@#ܬ@%79M@$@%MZ~@%Yy@ 333333E/0EJY&f@@߃Z:A@r7@Bx~F@F +@F@!s_n@"o@"7j2'@"E.@"箨I@?trDGqG@q[8A`qdY@ 4F?3zN@Y@F@8:ԏ;/@7L{1@8Q@7J|@7>j8??,tE\ͣ@iRXAI揪@ul4!F?@F@0R 3@0 u)4@089@/UgY@.Jד?Gzt@">N e1@Z@JIJ4B@ ?Ҋ dD=2@bAY0@ w#F?Pܜ@Y@F@7=D*@7tD)@8SP@7'v@7i]?ffffff?3DpFXT?Q/$RNEp"ِ@͗EAPb/@{jF?Q@F@/xd(1@.>@/0I@-)Z@,3?zG|?AE9O֑@|AdRY@O):F?zG{@F@*d,$@*|@*B@*C37@)Ս?Q?>Eh!Ч@AHMS@*BF?Q@F@0RJ"@.` +@0Cwޞ@.+=nB@-n@&$nE]}_@ iA';O@Z F?c +Sy@F@0@!2I@/+@0@/Gsh@/Lы@?48Dcz@ZAZYKWp@ ]F?6z@Y@F@72@7Rj@8f&@A@7l ]@7hwZ?p +=pRu*\FXT??1dE1H6@aVٝA*hA@Y8ڨF?@F@4Q@2aM@3@1^d@1o'_?yv`7E$zlv>@i컜15An +[@ YNF?!ZS@Y@F@2y6@3d7/d@3t@3P@@3M`@DU3Eq@Ķe[ Aߺ[mitw@/],a3nF@]=ȸk@F@#)m@$55;'@$.G@$=o @$L @ +DIm#tt@Vsr AX @ qF?a(9-@Y@F@7AEJ@7Ȓ t@7ӐڑJ@7U1!@7$6lt?QUkD{:@,SU^uA.7@YeF?Q@F@9O:R@6M= @7D@5inQm@4 jU?QR? FUPEk6@J=WAĕYv@NF?QR@F@,gj@,}Ks5@-EL]|@,nu@+g+@ E5D\bl@ 2If2AWg*@ ^n'F?[ @Y@F@7%_V@7c@7o\iy@79mVQ@7# +\@?6Daś@llܷpAVG7@!WF?jOv`@Y@F@8 ;#@8,ju<@8fMq@78@7|S?ͿCFXT?Q? +>#pEW)@JK{Aa~@ۼ)%F?Q@F@)>_i@(AE@) l@(Up@(<@?9kPD#}@ԡA^Sb44@ WqYdF?攅]r@Y@F@8] @8#~@8) P@73/@7o`,@?Gza1딄FXT?333333?i`@EBD@c2̰A2@Z4F?=|bQ-@F@3 l@@1Zژp@2Rj.@0'%1a@0ICc?\(?q3E}@pDžXA#@ӮF?\(@F@)_[sl@)!ٮ@)LA45@)n _@((? +=p?-* E(^Q@q9^AD}@6F? +=p@F@8%Q$߄?@4ح@6mۖX@3z\k@1;>Q@ffffff+LN.*DK@?A`]_@ *=F?ŬGG@Y@F@8 w@7='O@8f4 @7٧@76|@ffffff/9E#Mw@˥?v AҨK@YF@ +@1Hw@F@$E_R@%f8@%+4@%}'@%r??XE|e@_¬4:aA"I3@BF?@F@-Fj4f@,DB@-/@,_c/U@+? +=p?4 0E(^Q@q9^AD}@6F? +=p@F@8%Q$߄?@4ح@6mۖX@3z\k@1;>Q@ =D>Y@,A`.S@ gbF?PܜM@Y@F@8}Rl@8YJT@9A&J@75@7-,6@ffffff?UENdj.@DxAВl@*F@ffffff@F@$}B@%cCE@%{_9 +]@%՞@&z@ iD"쪈.@_ 'A_0 $@ Bvj9XF?#@Y@F@9 #m:QQ@8kej@9Az@83Ww@7/e?333334Y?EC>Z@c`ނAP?HLl EǾZ"@"AԔj;@y肽F?=p +=@F@& K@&A> v]@&3zW@&FP3@&PRS?GzsFCFXT?QR?ۼG:7JXFXT??Ѯ_FXE\ͣ@iRXAI揪@ul4!F?@F@0R 3@0 u)4@089@/UgY@.Jד@ ?rZ(FK|p@̐HOA;Z @:Q'F@ýYC@F@!FI@"@"q;@"p(@#[~?Gz?^gFXT@byqBE菏>@I]Ї5Al^[1@3p F@M'q@F@#B)o@#@)&@#B<,@#/ի@$ve@??(qE柦URk@$SA3?K@d8e,F@@F@#P@@$qM@$= ?@$ @$sKĘ?Ϳӣ"8EQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛?(\)d2FXT?333333E)VR:0!@wsA}@@TF?333333@F@6IJ@4P&Aj@5)O@3_,*@2r~??HVEgX@`AŐ_ +@44F?@F@, @,H2"@-IUU@+,R_@+2{i@\UD3VP@w4A]h:@ mF?@Y@F@8Cv@8D@8X@7ʲ @7l3 @ܬ8D @ABuAU&@!AC$F?o]U@Y@F@6"@7nن<@7;[2@7KL`s.`@7-"Q={@?ŕo@D;o@2OA]]@ nBkF? +(w@Y@F@8B[GB@84z`,@8"@7X@i@7lF?GzH?oJݡFXT@333334Ͱ&EnE~[V@_ˇeA PO?@86K;F@"@F@#e#DBI#@"AU @!4VP:F?Q@Y@F@7bn@7}\_@7Lo@7V'@74an~?ffffff?!B)EwC`@{WqA1ʔ@UF?ffffff@F@){Z'@)>@6 +*@)iyZ@)/t@)9# @ffffff?ԤpܯD@P'eA_'P>@ CQB?F?ڐ@Y@F@7J=?@7O@8QBe\@7sb+@73z*?(\)?ePE/[@"~6@#=+@#4֟?ffffff HЇ>Ex3la@PBAHRRxS@ę_ȀF?ffffff@F@( +Ub@'[Q-e@'C+|@'q跚{@'59@sc?ffffff?,~(E>|~@&ӻ:A˴z>@ǪE;F?ffffff@F@+u@+n@,Uw@+mR@*o ?333334bXE)VR:0!@wsA}@@TF?333333@F@6IJ@4P&Aj@5)O@3_,*@2r~? +=p +Ư9@EEOc@IGA4mA@F? +=p +@F@6FSGZ@3Sp@5T O@3""$@2cw?333333?ŋEK/Í@ A[Pg@jbF?o`E@F@+%@+1 q)P@+]~@*K?U@*qBhH@333334dKH/jE~[V@Ƒ+yA/f2@EfF@)@F@#jlE@$. +/i@# L@$ E@$<ZX?У +=p5HE@;zAh5@@C{F?У +=p@F@7IL @4N.I@6aI;@3[f@2~|z@/$D"w@`AX@ ց93F?C,zx@Y@F@7@7beϓ]@7r( U@75@7 +CZ%?񙙙PpEu@Ƙ+UAz@n$JayF?񙙙@F@+@++ }@+jn@*ΰD@*Sٶ @zG|?FwE^Xx/c@;ANӨ9@Ro|F@zG{@F@$ +@%pQ@%}yB(d@%C Yl@&Փ`?zG|gMDXFXT?ffffff8)(E5^l@QouA֚.U!@APa[F?ffffff@F@(BҮC@'@(DI۳@'e@'58?QR?3FXT?333334?R#h~EBte@SJA| @Bs&F?333333@F@3)@17@2(U@@0Жi,@0K? +=p]A E(^Q@q9^AD}@6F? +=p@F@8%Q$߄?@4ح@6mۖX@3z\k@1;>Q?QRۄ$^E2_@0Aߜ@Q=ƻF?QR@F@4l{ @22-;@3ׅr@1ڮn@1G帔@рD M:@r^MA[~M5@ +F?w{@Y@F@8X@8BO@8z +b@7V?j@7i@p +=qdBYpE,TO@ô9ACmnU@g̶F@{8OҦ+@F@#%cʣ܂@#\>!@#J@#a8z@#hfi"?zG|(QFXT?ffffff=bET8s"a@z8 JAM\@?JF?ffffff@F@1y(@0~@1Q"z@08@.ݱ0!?GzH@9mFXT?(\)?"8E%'o@/?3F@ֈ7q@F@!=ކ@! @!Ɉ Sf@"y'@" ?p +=pG.  EBSU@ĉ9YA?_ w@`RQ?GzH?FXT?QR@9mFXT@?*kHEGI*e @D^V0Ạ|&'@8CܝF@@F@%v ?@&Ag@&m\@&iW@&PAU?̿j Eϻ x@HA 2@;F?51[@F@,tlu@,$a@,3|R@+I@*GYTJ@ 333333?i֌E$p@˨(.A۵2{@ToRF@ 333333@F@"Rl'@#pHIbr@#nE*S@# @#KJ ?=p +=Vx*FFXT?\(?k¦0 E-@AwAf4:@Αg:MF?\(@F@6w@4 On@5~=@3A,S@26OC?QCR)E#.}@YIlAMYE@"F?Q@F@6d@@4tH,@51v@35@2R0+@?2Daś@llܷpAVG7@!WF?jOv`@Y@F@8 ;#@8,ju<@8fMq@78@7|S@333333}!F,֐9@MQB¹A=FcC@dF@űH@F@yZMs)@ z +~S@ A`:tF@ !,S?@ ?#1?Gz@9mFXT?Q:Ep"ِ@͗EAPb/@{jF?Q@F@/xd(1@.>@/0I@-)Z@,3?GzH?;&E=FCbW@AŐ_ +@ +woF?GzH@F@,: 7PM@+W@,&@+|%6@*?́@3333347Ln23E~[V@ƚ"JA1%@F%6'F@*V@F@#kJ?b@$'@@#,$Q@$" @$>OxM_?ͿXFEeqq@v^'AЖiZ8U@.6c0F?@F@)>Ec+@(ׅ>L @)=0b@( f@(Y/@ ?饰#EDe@XAWb z@!>F?ڤ+@Y@F@80aBW@81}@81?@7+Е@7GMEp?̿̊Eo@9oMAņz +F@KF?Dl@F@,dVkM@, g@,?¡@+$l{V@+ bg??߯L2HEQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛@ +Ddg4:@ƮAWg,4@ |2F?쩨g@Y@F@7:ᓱf@7G>@77 @7\C\@7/0Rc?\(?Ep]/@ `A3'4@5S0 F?\(@F@,Nr{@+]&@,nW@+j#&@+V+``?=p +=?6E{]@aG,gAʑũ @CF?=p +=@F@' 5$*@'.RQ4@'R~<@'Ȼ8@'j`@PXD@9x@rM*AXƄ@ U +F?땁$/@Y@F@7*b@7wMr@73M@7I@7=@ݪI-D!@( ɎAV1 @!#6t3F?=[!Z@Y@F@6j@7XI:}@7>R@74v@7EX7?3333335ry^EC36?3@~XAbs@1F?333333@F@3Wf@1f.@2~6@0P(@0Es@F(D*Ik@tOHA^_g=@ VLzwF?戤~@Y@F@8^@8$@8+bF+@7ӧ7@7oC @ETBbD|i*J}@2.AV^%T@!>'e@F? +|Zq@Y@F@6޽@7RUi~@7"6@7.}c @74p?333334?0NQTEBte@SJA| @Bs&F?333333@F@3)@17@2(U@@0Жi,@0K?Q@9mFXT@333334?qK\EI@ïѫ.Ag7@wF@333333@F@%yh}@&wH]@%? Aq@&@F@*]b@*xn@*w5@*>$y@)A@?my{txEGpl@ʵ @(C@ffffff?ӹmk#{pD@P'eA_'P>@ CQB?F?ڐ@Y@F@7J=?@7O@8QBe\@7sb+@73z*@?aED?h"@A[h_+(@ 'F?u!.@Y@F@8UJ@8NYa@8zO'@7^6@7i-:?Q?範oFXT?ᙙ?W\~8E9MU@"fAg?8@-oi;IF?ᙙ@F@39`/@2"]x"@30WS@1x_`@0ǍJ@?,D{] @62ߕATrx@![CF?ﲫ@Y@F@7P N@8AG=@8v,@7@7uCp^?333334?LEC3FC@~XAbs@1F?333333@F@3Wf@1f.@2~6@0P(@0Es??bG^r=Er7eFg@2tOӰAM wj@ F?@F@.\@-W8i@.%@-Q u!@,.JS?? +EQ[?@ep~AХ5#"@SF?@F@)Ec@(ޘD@)G@@(ѦW@([i0֛@ ?N3 4Dlm@,(lAY)@ +F?t}^_1@Y@F@8bWUD@8E{㔟@8i@7y\[@7c@?"+8Eș*F@N Aַ@r$RN1F@4L{@F@$ÅRE@%Z@%6#@%g>4LP@%6?p +=pʊwFXT?qڥ.nDW}<_@O[AR@]!_F?@F@;+Mtm@7lЅ@9%@6C@5TׄF4?zG?ѨK0FXT?ffffff EJcu@ cAX^@IJF?ffffff@F@3j xC@1*>z@2)@09GV@/XlXC??[yEZ@AxA:=@, F?@F@,I{@, +6@-Qg#@,ܕN@+v$?333333? DrH'%@1ռAa7@f0KYF?wpy@Y@F@6qu@6p/@7F7 @6@6Xzb?Gz?bTE`TQ@0EOA$V@sF?Gz@F@1=%@0 mHH@0F/W@/%U/@-{'!?׮zGw=NeFXT@}u:D8+x@oAYу.@ >hHF?;'@Y@F@69T!@7R~@7@7'w@62)†??IhFg&@`/B'Q?F?lvK@F@$t6 @)>t@">N e1@Z@JIJ4B@RЉyDPcU@u)QAX{w@ }:F?뤓ȟ@@Y@F@77푋%@7]w@7rLt@731@7 +@QX+CdEt+@YAZ_Q$@bF@çTm?@F@%c@&j`D@&CYѤ@&{,.s@&ʇ ?@o^&gE LVVp@*ؠdA Έ@2=F? :;e1@F@74;J#@4($@6,Wf@3%w@2ƷY@pF(c!䰼@q3AƗ@ ,hfF@$2@F@g,Y@!t@P6D@SPU@ή;? +=p @9mFXT?(\)?ѧxFXT@?gEEGpl@ʪ=GAκu;@mZF@_a(@F@%Vq n@&_iy+@&)g|@&u\{\@&ƁDw@?&B[`D3x$on@ܕk:oA^G@ Xl4F?Y@Y@F@8\>}@8#A\r@8/ 6Jb@7‹=@7o]< ?zGAñ?FXT?zpE{@bAeR]@=t6oF?K@F@(n>@(=DV @(7-@(E6d@(U?o$?Q?[L E1pIzg@>&Au@灺F?Q@F@6n@3wD@5h"bt[@21,@1-sWH?fffffg5Fz+FXT?GzvX4FXT@?^w FD›@ջs }AF|@"LxBF?K]c@Y@F@7M{@8>"@8VUϧ@8)冁'.@8"%¢? +=p @9mFXT \ No newline at end of file diff --git a/Test_Plots/iso_9.30_0.00_01000_m10_IBsingle.fits b/Test_Plots/iso_9.30_0.00_01000_m10_IBsingle.fits new file mode 100755 index 00000000..b15ec83d --- /dev/null +++ b/Test_Plots/iso_9.30_0.00_01000_m10_IBsingle.fits @@ -0,0 +1,51 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 105 / length of dimension 1 NAXIS2 = 119 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 14 / number of table fields TTYPE1 = 'mass ' TFORM1 = 'D ' TUNIT1 = 'solMass ' TTYPE2 = 'L ' TFORM2 = 'D ' TUNIT2 = 'W ' TTYPE3 = 'Teff ' TFORM3 = 'D ' TUNIT3 = 'K ' TTYPE4 = 'R ' TFORM4 = 'D ' TUNIT4 = 'm ' TTYPE5 = 'logg ' TFORM5 = 'D ' TUNIT5 = '' TTYPE6 = 'isWR ' TFORM6 = 'L ' TTYPE7 = 'mass_current' TFORM7 = 'D ' TUNIT7 = 'solMass ' TTYPE8 = 'phase ' TFORM8 = 'D ' TTYPE9 = 'source ' TFORM9 = 'K ' TTYPE10 = 'm_ubv_U ' TFORM10 = 'D ' TTYPE11 = 'm_ubv_V ' TFORM11 = 'D ' TTYPE12 = 'm_ubv_B ' TFORM12 = 'D ' TTYPE13 = 'm_ubv_R ' TFORM13 = 'D ' TTYPE14 = 'm_ubv_I ' TFORM14 = 'D ' REDLAW = 'N09 ' ATMFUNC = 'get_merged_atmosphere' EVOMODEL= 'BPASS ' LOGAGE = 9.300000000000001 AKS = 0.0 DISTANCE= 1000 METAL_IN= -1.0 HIERARCH METAL_ACT = -1.0 WAVEMIN = 3000 WAVEMAX = 52000 END ?zGD@}_AaeH@d)F?m8Y@Y@@7Jz@7P4na{@7/4@77Y`@6V hU@ DA~@ p|&AW4o@!x[ҋF? xF]@Y@@8' @8/ @8?ٻ–@7VK6p@7ǯ? +=pD"@1 ׽A`Zrf@ !ExEF?L@@Y@@52$]@5T#^@5pA(@5ё7@5˝?(\)E L @=Ao@8F?(\)@@)}6@)`I@)ąp@)-u@(Xs?QRDMp" W@-m>A`WrI@ M[F?Q@Y@@4$J@5w9i @5w@5nJ@5xֆF=?=p +=Ei^f@PA$iA|@E^YF?=p +=@@/sw3@.vt@/|q@.1@-/R?陙Ef@EcjA5+NG@XϳF?陙@@/N@.2@0$3@.Md/@-mz~@D=^_2@öÛaAK(h@u@":j *F?ݬ@Y@@7@8&/@8N$ڎ@8 +Դj@7&? +=pDBn@fNHAaǸ +w@F?XdE#@Y@@6z@7RYJu@7e3le@6͹-E-@6< @333333Dt+@5A^W!%$@ WeF?եb@Y@@8]UU@8$\@8y;T@7W@7o+S@ffffffDbiq6'@>(}GAR޶@!&F?g-"@Y@@7TI@8'@8eMQF_.@7 'W}@7Byaد?QDl*X|@X J$A`nҞ@ ZF?&kȟ@Y@@6C@6Z:.@63XQ@6|DP@6Wq|A!?Eu @GP%{AlR@6hF?@@.g@-Dz|@.RT[@- +@,G}L}@333333D f=@?AQr&,6@!%F? e@@Y@@7^ @8-f@8[C[e@7q#Z@7? +=p +D>Ů@&0)թAa3\Vx<@DWF?v ׈@Y@@7*@76{X@8"Ex@7YA^!@7c?QE*dW@[ZAи6-@sW5F?Q@@)9@(A@)Qq@(@(BFQk?\(\DtQ@GAa5,@[vbF?|o'=@Y@@7-)@7%3@8\@7W㺤D@7EQ@ DDd@fC#AXӃf@ bF?{@Y@@8<]]@86ZD!@8$p}0@7H@7/@333333D\&,@DA`TZvZ@ C+F?Wh@Y@@8_M@7rŃP @8o9r@7M A`@78Or?333333DΕt-@q<@{0AEsQW@ fr`F?Q@@'s@&ON@'f;@&x7@%֝G@D=7j@DGA`PxW@ pF?4j@Y@@7dFx@7(z8l@8Yz@7T'@6"#?񙙙EvuZÈ@7s2A@d5~fd:F?񙙙@@+ux@+ƒc@++@*cL@*Fc-?\(E#=2|@JnACuʾ@ \F?\(@@(@^@(I@(P/+q@(S&@'¾\ ?zG{DsCI@)jAaGqŚ@$_F?VϪ@Y@@6߼u^L@7׎x@7bYKY@6xV@6 r? +=pEܥf{@zAƖӨ@HHF? +=p@@,2 s@+㎯{@,@+h@*֠U?\(\E,s@ˮwB0@aF?N @@%/dR@#6'/$@$'@"^z@!1M@Di@)A`dL@ *2F?% @Y@@8\@7l@8e>p@7M@76N@Dc5h@B?.lfAU΅*@!1(3csF?k΅3@Y@@8 GP@8&nc@8 6){@7*?>@79T1? +=p +E[ 6O@&(LпA#r@xF? +=p +@@0W;Iq@0e}$@0qk@/m׾=@.l@333333D1֢A)@}L+!A\ +@ y F?-V@Y@@8G@8$&T@8i#j@7IHi@7id?QRER@BU)!TiAWkc+@Ns'F?QR@@,suAv@,?P@,Ԅk@+fIp@+ %hu?GzE$b2@nWsCA9@q rF?Gz@@5+Q@3j@4K@2֤ @1F@ffffffDkC4@9:ӊ,AO!@!#F?z@Y@@7\ @8RSA@8Qcw@73!@7K?GzHDB2@ A`X7@ "-F?Pr[U@Y@@5߭N'@6`s:@6xBg9@6@T]^@6&I@333333Dtѿ@HAZA/@ QF?\¹N@Y@@7v>E@7@8d?3@7@7hx„w5? +=pE!?@(IeAgE@p[8F? +=p@@)8+J@)@)v @)\S@)/@Dӗ_@V 4AS`J@!n-bY F?n~@Y@@7#>@8^ur@8oN#j@7KPY@7.?QE}RX@?7A?IjM@ ?4gF?Q@@-;Ԭ0@,{B@-IxƆ@,N@+v%s@DŠF@ dARG߾<@! ?>F?񷟩~+@Y@@7e@8U0@8`#&@7~xs@7> X@ffffffD퀦~@HAUkFq@!?MF?@c^J@Y@@8Q!"@8#4ϑ@8[@7/@765?\(Eo9@xA#/'"X@wn0%F?\(@@+Q"$@+'A@,F2I@+0hk@*s0?\(EBlZ'@\t4A㊣@I(F?\(@@3ǷT/@1KՂ@247@0]TG@0H r?QREaIJ+j@;AKJ +M@z$$PF?QR@@0Tn9B@/$Oo@0m$@. z@-#MR?333333Et@6A@@>:2F?333333@@*a +I)@*@*v!^] @)ӭS@)s4$@ +ffffffDcv@FAXݚS B@ =I\F?K@Y@@7W@7躪@8N07@7IQ@7i?GzE|RF@M)AYS@E`)F?Gz@@*Uk@*3m?^@*Q*@)ېe@)FF;?ffffffEm@!(8A֒l)@ARk$F?ffffff@@(=6@'h^p@(< @':@'2,[@333333DnS<@+ALm?!@"!F?ʖ@Y@@7rM6@8"9a@8Nem;@8:S@7x?x@ D>:Pi@c&!,AY/W@ /YF?cHj@Y@@7"^{@7닛W@8Ss@7z@7i:?zG{Dá"@NiмA~kh)1@I9JxF?zG{@@9g"hl6@65_@7A( +@5I8`t@3HP%?GzD}f0S@dp[Aa4 ,@@F?LA@Y@@6vʒr@6BX@7Aՠ@6vs@6Y$cTL|?zGD`T@dAa+G/?@/F?B@Y@@7s@7 3OS@8c-@7U'@6lڂ?\(D砬@rAa]@pLjF?D=Fl@Y@@68 @6ry@6@g|@6JA<@6%^?\(Dz,@FvAatw"v@ aF?S;wF@Y@@7L@7Q@7PAV@7.>A@6Ʊ>?QE?NY4@kTSA^7G@a}F?Q@@+?N!@*6Ѵ-@+y@*M=E@*3z2u?zGEvTD@"/"+{Az @ӃɔF?zG@@(n[@(vb@({b@'zq@'AR?=p +=D5!@9 +&tA`q@ RelF?ŗNf@Y@@6G#@6/ +@6Y8@6~\u@6We +1Z?QEpwZ@ADUz@(;F?Q@@.b@.@/& +>@-}Ao@,Z?\(D f@~C).@oA`U!m@  +{,)F?U2a|@Y@@5p2/@6 <@)@6B5`@6/[@5_@D46@@Y@@7Uk1@8o.F@8WH@7wP5n@7 h8@DErK@Ř# vAG[+@"r<sF?$5in@Y@@7tH¯@8;É1@8Tb@8&9`3@8x(@DgB`@&YAZTUw@ u%_F?갳d@Y@@7Mu@7 K@8e!@7Nu,$@7hwi?QDΪL0J@$&8B.g>@82F1@8؄X@7ʫO@7l?ffffffDtq@'%AaU'>@/yF?v5B@Y@@7GT@7N[K@76\@78CC@6 ?zG{Eqd @ $HA#!]@+=F?zG{@@)Kf@)$" @)`YW@(ShR@(t̷?EF@qXA{݆@xF?@@,,5@,N$@-Zw@+uH @+8̖ݚ?\(Ed?^W'"@MpZANJ@g|rF?\(@@0%%o@/7j@0=G՛@.Տf@-(p~@D@!*A\|@ VF?o?R&W@Y@@8*|H@8 p< @8%ʵ@7X@7jAx?zGEΖ@ӗ A`S%`4f@ {h F?Y@Y@@3m Ԯ0@4'n+@4mH(q@4+JŰ@4tMJa?D'6c@ةɇA`dB@ OVF?9Y @Y@@5@6``2=@6^I@6@?Χ@6&uu@D8C@/WA[@?, @ $F?%1@Y@@8)J@7ZG@8rȣ@7S|@7h @ 333333DE$@6UATAXq@ 79F? D@Y@@8E$^@89^Y@8{x4@7DLv@7]@D^U+@.A^ҿx@ KVoʔF?Xe,@Y@@7䖠@7#@8Jd@7i@72h?\(E=_;<@ekAEkՂs@QʗdF?\(@@*#76@*m*-U@*&F6q@*%4}C]@)Cs?QDr6 [@d{Aay@2F? ٔ[l7@Y@@7Re@7T5aoP@7< @7xR@6e|@ffffffD4!@ÚaA\9@ y~F?!-w2@Y@@87@8De0J@8'c@7~@7kq5?p +=qDX4Y@/qAa,T@HF?84֡b@Y@@7O׶Ȟ @7Ř@7@F!>@7(Oni @6 ?QEHEi@;%4(Af%@, +%F?Q@@*(ξ5@)l0o@*66 @)h@)C? +=pEI}Ge@ڕG)AΟo`M@ReqF? +=p@@2S"i6@1;'@1ss@0;s0U@/u@ffffffDgey@qUĪ_AV֫ͻ@!$F?p&@Y@@8Ig@8,@]&@8o@7v@7@ffffffD<@6|.lA_Ka@ ?kF? @Y@@7mx@7Ԧ `@8Tx@7tQ@73k@D} +@Ec^KAZ~$@ rms8F?mǣ@Y@@7F@7l +@8aV@7̮@7h? +=p +EXb@0MB"IQX٦@8?A"@8Vn]@8*n*@8"C`@DW{@AP<$@!zEF?o]@Y@@7hd5@8ܤ`@8TBT\@7ߨzP@7a6?U?E3&p@_A7@6eF?@@4Έy3@2e v@3 Bo@1_ܟ@0t]@1@Mr@0 rVz@.x([?zGE^H7@\?dAS ~Iq@ ƀF?zG@@0#>@/l@0L|@/$b@.,+w?ffffffEWAB@A%@F?ffffff@@1=tGF@0BI*Z]@1y=DG2@/ gw@.TUH?p +=qEZљF@rAѴ֥sI@e1F?p +=q@@(~d@(@(1= +@(P@( +J?(\)D\\.@-Gy.AaA@b]F?E @Y@@6Pǰ@7_[/@7ch@6h4@6K?QD%@b-ScsAaD`AJz@I'2F?⦵ '@Y@@7ßd@7?ou@8%#L @7ZyR-@7zIAk?zGEzu[@@rAß^퟼(@ԓF?zG@@-X8g@-C@-$HK@,,@+ .$?GzHEyn<9@w^AdzoH@jXR@F?GzH@@+:1@+Vݛ@+1#8@*q@*r)?g@D$@$j[wA] Y'@ b>\F?1&x@Y@@8P%A@8JE@8V*~u@7#u@7n>| \ No newline at end of file diff --git a/spisea/IsochroneMakerReformattedVersionNew.py b/spisea/IsochroneMakerReformattedVersionNew.py new file mode 100644 index 00000000..5b1c3093 --- /dev/null +++ b/spisea/IsochroneMakerReformattedVersionNew.py @@ -0,0 +1,551 @@ +import numpy as np +import pandas as pd +from astropy.io import fits +from astropy.table import Table +import os +import hoki +from hoki import load +import glob + +possible_secondary_q = ['0.1', '0.2', '0.3', + '0.4', '0.5', + '0.6', '0.7', '0.8', '0.9'] +# The list encompassing possible primary +# mass for primary and secondary. Trying to encompass +# all possible cases, even if there is a bit of redundancy and excess. +# I get this list of possible intial primary and secondary +# star masses from the BPASS v2.2.1 README files +mass_list = [round(0.1, 1)] + [round(0.12 + x * 0.020, 2) for x in range(95)] +mass_list = mass_list + [round(2.05 + x * 0.05, 2) for x in range(20)] +mass_list = mass_list + [round(3.1 + 0.1 * x, 1) for x in range(70)] +mass_list = (mass_list + [11 + x for x in range(90)] + + [120, 400, 500] + [125 + 25 * x for x in range(8)]) + + +def convert(x): + """ + Helper function to use for possible mass list. If the + number can be represented by an integer, + it turns into an integer. + This is to make sure that I am really matching masses. + """ + if (x % 1 == 0.0): + return int(x) + else: + return x + + +mass_list = list(map(convert, mass_list)) +period_list = ['0', '0.2', '0.4', '0.6', '0.8', '1', '1.2', '1.4', + '1.6', '1.8', '2', '2.2', '2.4', '2.6', '2.8', '3', + '3.2', '3.4', '3.6', '3.8', '4'] +combos = [] +for y in period_list: + for z in possible_secondary_q: + combos.append((z, y)) + + +def assign_props(dictionary, input_str, y): + dictionary[input_str] = y + return input_str + + +# Source: https://stackoverflow.com/questions/44369504/ +# how-to-convert-entire-dataframe-values-to-float-in-pandas +vals = hoki.dummy_dict.values() +vals = [hoki.dummy_dict[keyword] for keyword in ['timestep', 'age', + 'log(R1)', 'log(T1)', + 'log(L1)', 'M1', 'X', + 'P_bin', 'log(a)', 'M2', + 'log(R2)', 'log(T2)', + 'log(L2)']] +cols_to_keep = ["col" + str(v + 1) for v in vals] +# According to the BPASS v2.2.1 manual, much of +# columns 50 and onward +# are basically spectra and atmosphere related models. +# They will be calculated later. +# I have only kept the column numbers corresponding to +# Source for inverse mapping: https://stackoverflow.com/questions/483666/ +# reverse-invert-a-dictionary-mapping +# I create a mapping from column NUMBER to +# column name +invmap = {u: v for v, u in hoki.dummy_dict.items()} +# Accounting for zero indexing, write out a list +# of column names to assign to each BPASS dat file +# column name. +# Keep in mind the non-zero indexing of the data +# table itself. +lisnp = [invmap[int(x[3:]) - 1] for x in cols_to_keep] + + +def find_mergers(star_table, initial_mass): + """ + given star_table, an Astropy Table of primary masses of a + NEWBINMODS stellar model + and age, and given the initial mass of the stellar model, + sorts the star_table by age and + returns the index at which the primary star's mass increases. + If the mass of the primary star ends up being greater than the + initial mass at the very first + age represented by the star_table, then 0 is designated as + the index where the merger occurs. + If the merger does not occur then the length of the star_table + is returned. (cannot be a valid index + in a table). This is to ensure that all rows corresponding + to positions after the returned index of the + star_table are merger. + """ + + if (star_table['M1'][0] > initial_mass + 0.01): + return 0 + # returns index where the merger is completed + # assuming that f is a merger model. + # We need to make sure that Mass of primary is increasing as age increases. + # I make sure that age is actually increasing and + # that the mass of the primary + # is increasing by at least 0.01 solar masses. + # Per Dr. Jan Edlridge, the increase in mass is supposed to be + # an indicator of a merger happening + val = np.where((np.diff(star_table['M1']) > 0.01) & + (np.diff(star_table['age']) >= 0))[0] + if (len(val)): + return val[-1] + 1 + return len(star_table) + + +def reformatter(destination, metallicity): + """I will expedite the process of writing and saving files by + making the BPASS stellar input files binary fits tables. + This function reads every stellar model of the specified metallicities + as an astropy table. Deletes photometry related columns of each stellar + model and renames the columns to a human readable name as prescribed by + the hoki.dummy_dict. Saves the reformatted BPASS stellar evolution model + as a FITS formatted file for the sake of speed of processing later on. + + Parameters + ---------- + destination: String + describes the absolute path to the directory of BPASS models. + Has a dash at the end + metallicity: List of strings + represents the metallicities of the BPASS input files that are + to be processed. + + Remarks: Run this on Terminal not on Ipython. This function goes + through tens of thousands of files full of data; expect it to take + a long time to complete during your setup if you choose to use this + via Jupyter Notebook. Using the reformatter on the the + terminal will help save time. + Cluster sub-class that produces a *resolved* stellar cluster. + A table is output with the synthetic photometry and intrinsic + properties of the individual stars (or stellar systems, if + mutliplicity is used in the IMF object). + + If multiplicity is used, than a second table is produced that + contains the properties of the companion stars independent of their + primary stars. + + Parameters + ----------- + iso: isochrone object + SPISEA isochrone object + + imf: imf object + SPISEA IMF object + + cluster_mass: float + Total initial mass of the cluster, in M_sun + + ifmr: ifmr object or None + If ifmr object is defined, will create compact remnants + produced by the cluster at the given isochrone age. Otherwise, + no compact remnants are produced. + + seed: int + If set to non-None, all random sampling will be seeded with the + specified seed, forcing identical output. + Default None + + vebose: boolean + True for verbose output. + """ + # I will use the Python HashSet since (assuming that strings + # have a good HashCode, adding to the HashSet should be fast in + # normal case. + if (not os.path.isdir(destination)): + os.makedirs(destination) + setofAll = set() + for x in metallicity: + # Generate all possible BPASS models with the given metallicities. + # Get a set of all single star models. + a = set(glob.glob("{}/NEWSINMODS/{}/*".format(hoki.MODELS_PATH, x))) + # Get a set of all Quasi-Chemicall Homogeneous Evolution (Binary) + # Models. + d = set(glob.glob("{}/NEWSINMODS/{}hmg/*".format(hoki.MODELS_PATH, x))) + # Get a set of all regular binary and merged binary models. + b = set(glob.glob(("{}/NEWBINMODS/" + + "NEWBINMODS/{}/*").format(hoki.MODELS_PATH, x))) + # Get a set of all models where the primary is a compact remnant. + c = set(glob.glob(("{}/NEWBINMODS/" + + "NEWSECMODS/{}_2/*").format(hoki.MODELS_PATH, x))) + setofAll = setofAll.union(a, b, c, d) + if not os.path.isdir("{}/{}/".format(destination, x)): + os.makedirs("{}/{}/".format(destination, x)) + # Creates container directory for stellar models grouped by metallicity + # and whether they are single or binary related + # the latter included mergers, QHE Models + # Single star models that are not the hmg models + # go into the /sin + # directory. + new_sin_to_met = len(hoki.MODELS_PATH) + len("/NEWSINMODS/") + new_sin_and_met = len(hoki.MODELS_PATH) + len("/NEWSINMODS/zxxx/") + new_hmg_and_met = len(hoki.MODELS_PATH) + len("/NEWSINMODS/zxxxhmg/") + new_bin_to_met = len(hoki.MODELS_PATH) + len("/NEBINMODS/NEWBINMODS/") + new_sec_to_met = len(hoki.MODELS_PATH) + len("/NEBINMODS/NEWSECMODS/") + new_bin_and_met = len(hoki.MODELS_PATH) + \ + len("/NEBINMODS/NEWBINMODS/zxxx/") + new_sec_and_met = len(hoki.MODELS_PATH) + \ + len("/NEBINMODS/NEWBINMODS/zxxx_2/") + for x in setofAll: + astroTable = Table.read(x, format='ascii') + # Drop all of the columns that are not defined by the + # HOKI package provided mapping of column name to + # column number. + # We will be recalculating the photometry related stuff + # Using zero indexing for list of columns, + # All columns (except column number 12, 13, 36) + # up to 48 inclusive will be kept + # when we create the isochrone. + astroTable.keep_columns(cols_to_keep) + astroTable.rename_columns(astroTable.colnames, lisnp) + astroTable.sort("age") + # Will remove photometry related columns + # Merger Related indicates whether the star is + # a model with a merger in it. + # Checking if the model is a single star model. + sin_segment = x[new_sin_to_met:new_sin_to_met + 4] + # SEE IF THE FILE IS IN THE NEWSINMODS directory + if (x[len(hoki.MODELS_PATH) + 1:len(hoki.MODELS_PATH) + + len("NEWSINMODS") + 1] == "NEWSINMODS" and x[new_sin_to_met + + 4:new_sin_to_met + + 7] != "hmg"): + + astroTable.write(destination + + "/" + sin_segment + "/Fits" + + "Models{}sin.fits".format( + x[new_sin_and_met:]), + format='fits', overwrite=True) + else: + # Checking if the model is a HMG Binary model + # (Still for some reason in SINMODS) + if x[len(hoki.MODELS_PATH) + 1:len(hoki.MODELS_PATH) + 1 + + len("NEWSINMODS")] == "NEWSINMODS": + + astroTable.write(destination + "/" + + sin_segment + "/Fits" + + "Models{}hmg.fits".format(x[new_hmg_and_met:]), + format='fits', overwrite=True) + continue + # Models that count as secondary star with compact remnants + # go into the /bin subdirectory of + # the destination. + if x[len(hoki.MODELS_PATH) + 1:len(hoki.MODELS_PATH) + 1 + + len("NEWBINMODS/XXXXXXXXXX")] == "NEWBINMODS/NEWSECMODS": + + astroTable.write(destination + + "/" + x[new_sec_to_met: + (new_sec_and_met) - 2] + + "/FitsModels{}sec.fits".format(x[new_sec_and_met + 1:]), + format='fits', overwrite=True) + else: + # Models that count as secondary star with compact remnants + # go into the / subdirectory of the destinatuion. + + astroTable.write(destination + '/' + + x[new_bin_to_met: new_bin_and_met] + + "/FitsModels{}bin.fits".format(x[new_bin_and_met + 1:]), + format='fits', overwrite=True) + + +def extractor(age, metallicity, input_dir, bpass_evo_dir, + margin): + """ + The following extracts the preprocessed BPASS + isochrone file + from the pool of listed files. From the subdirectory + of the input directory, the function inspects all of the files + and sees if there are rows in the files that correspond to + the specified age (log age to be precise). + Checks for merger related (models_type=0) models + and mark them using the functions merger_related and + find_mergers respectively. + + + + parameters + ---------- + age: float or double + The age in years of the isochrone desired + metallicity: string + The BPASS metallicity of the isochrone desired + input_dir: string + The absolute path to the directory with the reformatted BPASS stellar + models. The path should be to a folder whose name was recently + passed into reformatter. + bpass_evo_dir: string + The absolute path to the directory where the outputs of this program, + preprocessed isochrone files for BPASS, will + be stored in subdirectories + named after their metallicities. + margin: float or double + Contains the margin of error of base-10 logAge that will be + tolerated for rows of stellar model that are included in + the isochrone. + + Output: + Saves into the specified destination + directory a reformatted, FITS format version + of a preprocessed BPASS isochrone of the specified age + and metallicity whose individual + rows correspond to stars of age closest to + the specified age and within the specified + margin of error of log(age of the star in years) + + Parameters added to the table: + ‘mass’ - The column corresponding to the initial mass + of the primary/single star. + ‘mass2’ - The column corresponding to the initial mass of + the secondary. Set to nan if the system is not a binary + ‘log_P’ - The column corresponding to the log(Period in days) of + the binary. Set to nan if the system is not a binary + ‘Single’ - The column that tells whether the stellar system is single + ‘Merged?’ - Whether the binary star has been merged. + + """ + # Set of files that exist and have been caught by the looping. + caught_no = set() + # Mapping of file name to a tuple of properties + # (primary star mass,(secondary star mass, initial logP for bin.fits types) + names_to_prop = {} + # Find all filenames of reformatted BPASS models from reformatter + for x in mass_list: + # Find all NEWBINMODS systems of the specified metallicity + for y in combos: + st = "{}/{}/FitsModelssneplot-{}-{}-{}-{}bin.fits" + st = st.format(input_dir,metallicity, + metallicity, + str(x), y[0], + y[1]) + names_to_prop[st] = (str(x), y[0], y[1]) + if (os.path.isfile(st)): + caught_no.add(st) + # Find all single star systems of the specified metallicity + st = "{}/{}/FitsModelssneplot-{}-{}sin.fits" + st = st.format(input_dir, metallicity, + metallicity, str(x)) + names_to_prop[st] = (str(x), ) + if (os.path.isfile(st)): + caught_no.add(st) + # Find all Binary QHE systems of the specified metallicity + st = "{}/{}/FitsModelssneplot-{}-{}hmg.fits" + st = st.format(input_dir, metallicity, + metallicity, str(x)) + names_to_prop[st] = (str(x), ) + if (os.path.isfile(st)): + caught_no.add(st) + # Find all NEWSINMODS systems of the specified metallicity + st = "{}/{}/FitsModelssneplot_2-{}-{}-*sec.fits" + st = st.format(input_dir, metallicity, + metallicity, + str(x)) + li = glob.glob(str(st)) + sec_files = set(li) + caught_no = caught_no.union(sec_files) + [assign_props(names_to_prop, name, (x,)) for name in sec_files] + len_of_heading = len("{}/{}/FitsModelssneplot_2-{}-".format(input_dir, metallicity, metallicity)) + bigOne = None + initial = True + initlMass = np.nan + initlMass2 = np.nan + indicesOfInterest = None + entries = glob.glob(str("{}/{}/*".format(input_dir, metallicity))) + suffix_len = len("xxx.fits") # 8 + for x in entries: + # If I want to see the name of the file, uncomment below. + # print(x) + # x is the name of the reformatted stellar evolution file. + # Rest carries the initial mass of the system and for NEWBINMODS + # systems carries the secondary and log_P in days + rest = names_to_prop[x] + # The following conditional would have been that x is a path to a file, + # but this seems to be always true. + # as I am getting the entries from globs and + # prior checks as to whether they are existing files. + # We only want to consider the + org = Table.read(x, format='fits') + indicesOfInterest = np.where(np.abs(np.log10(org['age']) - + age) <= margin)[0] + f = org[indicesOfInterest] # f stands for frame in DataFrame + # which is how AstroPy was thought of. + indicesOfInterest = np.array(indicesOfInterest) + # If no stars have a log10(age) within margin of + # the given lage in log-10 years, we + # must skip over to the next model. + if (len(f) != 0): + # Find the star with age closest to the input log(Age of the star) + filterDown = np.where(np.abs(f['age'] - 10 ** age) == + np.min(np.abs(f['age'] - 10 ** age)))[0] + f = f[filterDown] + indicesOfInterest = np.array([indicesOfInterest[filterDown][0]]) + if len(f) != 0: + f = f[[0]] + f['source'] = 0 + indexlen = 1 + if (x[-suffix_len:-5] == 'bin'): + f['single'] = np.repeat(False, indexlen) + initlMass = float(rest[0]) + f['mass'] = np.repeat(initlMass, indexlen) + f['mass2'] = np.repeat(initlMass * float(rest[1]), + indexlen) + f['initl_logP'] = np.repeat(float(rest[2]), indexlen) + # Now, for binaries, I check whether a model is + # a merger model + # is the same for all rows of the model + merge_pt = find_mergers(org[['age', 'M1']], initlMass) + # Find whether we should treat our model as + # one big star or still two stars + # will still keep initial parameters + # for the sake of working + # with the Duchene-Krauss distributions + f['mergered?'] = indicesOfInterest >= merge_pt + # Mark the problem-rows + f['source'] = 1 + elif (x[-suffix_len:-5] == 'sec'): + # Recall that the ending of the file + # is going to be XXX.fits + # The XXX can be sec, hmg, bin, sin. + # I will explot the pattern that the log_P is + # going to be either 9 characters, + # 8 characters, or 7 characters + # long. + f['single'] = np.repeat(False, indexlen) + initlMass = float(rest[0]) + # See if the number would begin + # right after a dash in index -18. + # 8 characters given for the xxx.fits + # 9 spaces for the decimal number. + # We want the dash before that as our cue. + if (x[-10 - 1 * suffix_len] == "-"): + # Here the decimal is number is 9 + # characters long and + # xxx.fits has length of 8 + log_P_in_days = float(x[-9 - suffix_len: + -1 * suffix_len]) + # Accounting for the dashes, find the + # sandwiched initial + # mass of the "remnant primary" + # sandwiched between initial secondary star mass + # and the initial logP + initlMass2 = float(x[(len_of_heading + + len(str(rest[0]) + "-")): + -10 - 1 * suffix_len]) + f['source'] = 2 + else: + # See if the number begins right + # after a dash in index -17 + # 8 for the xxx.fits and 8 for + # the log_P and we want + # the preceding dash. + + if (x[-9 - 1 * suffix_len] == "-"): + + # Here the decimal is number is 8 + # characters long and + # xxx.fits has length of 8. + log_P_in_days = float(x[-8 - suffix_len: + -1 * suffix_len]) + # Accounting for the dashes, find + # the sandwiched initial mass of the + # "remnant primary" + # sandwiched between initial secondary star + # mass and the initial logP + initlMass2 = float(x[(len_of_heading + + len(str(rest[0]) + + "-")): + -9 - 1 * suffix_len]) + # Assume that the number would begin + # at index -16. (From my observation, we only + # have a few choices for number of digits of + # the log_period + f['source'] = 3 + else: + # Here the decimal is number is 7 + # characters long and + # xxx.fits has length of 8 + log_P_in_days = float(x[-7 - suffix_len: + -1 * suffix_len]) + # Accounting for the dashes on both + # ends of the "remnant primary" mass, find the + # sandwiched initial mass of the remnant primary + # sandwiched between initial secondary star mass + # and the initial logP + initlMass2 = float(x[(len_of_heading + + len(str(rest[0]) + + "-")): + -8 - 1 * suffix_len]) + f['source'] = 4 + f['mass'] = np.repeat(initlMass2, indexlen) + f['mass2'] = np.repeat(initlMass, indexlen) + temp1 = f['M2'] + temp2 = f['log(T2)'] + temp3 = f['log(R2)'] + temp4 = f['log(L2)'] + f['M2'] = f['M1'] + f['log(R2)'] = f['log(R1)'] + f['log(T2)'] = f['log(T1)'] + f['log(L2)'] = f['log(L1)'] + f['M1'] = temp1 + f['log(R1)'] = temp3 + f['log(T1)'] = temp2 + f['log(L1)'] = temp4 + f['initl_logP'] = np.repeat(log_P_in_days, indexlen) + f['mergered?'] = np.repeat(False, indexlen) + f['single'] = np.repeat(False, indexlen) + elif (x[-1 * suffix_len: -5] == 'hmg'): + f['single'] = np.repeat(True, indexlen) + initlMass = float(rest[0]) + # To be consistent with obtaining initial mass + # (or whichever value is closest) for the HMG Model). + # Per Eldridge the QHE models are single star models. + initlMass2 = np.nan + P_in_days = np.nan + f['mass'] = np.repeat(initlMass, indexlen) + f['mass2'] = np.repeat(initlMass2, indexlen) + f['initl_logP'] = np.repeat(P_in_days, indexlen) + f['mergered?'] = np.repeat(False, indexlen) + f['source'] = 5 + else: + f['single'] = np.repeat(True, indexlen) + # Single stars do not have companions. + initlMass = rest[0] + initlMass2 = np.nan + P_in_days = np.nan + f['mass'] = np.repeat(initlMass, indexlen) + f['mass2'] = np.repeat(initlMass2, indexlen) + f['initl_logP'] = np.repeat(np.nan, indexlen) + f['mergered?'] = np.repeat(False, indexlen) + f['source'] = 6 + if initial: + initial = False + bigOne = f.to_pandas() + else: + bigOne = pd.concat([f.to_pandas(), bigOne]) + if not isinstance(bigOne, type(None)) and not (bigOne['age'].empty): + bigOne = bigOne.apply(pd.to_numeric, errors='coerce') + reduced = Table.from_pandas(bigOne) + if not os.path.isdir('{}/iso/{}/'.format(bpass_evo_dir, metallicity)): + os.makedirs('{}/iso/{}/'.format(bpass_evo_dir, metallicity)) + reduced.write("{}iso/{}/iso{}.fits".format(bpass_evo_dir, + metallicity, str(age)), + format='fits', + overwrite=True) diff --git a/spisea/Sanity_Checks_Logg.ipynb b/spisea/Sanity_Checks_Logg.ipynb new file mode 100644 index 00000000..ea42280c --- /dev/null +++ b/spisea/Sanity_Checks_Logg.ipynb @@ -0,0 +1,162 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 3, + "id": "a0fe5409-e821-4b35-b1c7-9d989c521e03", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import astropy.constants as cs\n", + "import astropy.units as un\n", + "\n", + "R1 = 1.0\n" + ] + }, + { + "cell_type": "markdown", + "id": "af3a1b29-e189-4396-b09d-c85846c45c57", + "metadata": {}, + "source": [ + "First Star: The Sun!" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "138c0605-c54a-45f3-be27-139f67eecd09", + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$4.4380676 \\; \\mathrm{}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.log10((1)* cs.GM_sun /\n", + " (((10 ** (0) *\n", + " cs.R_sun) ** 2)) *\n", + " un.s * un.s/un.cm)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "f6c7ec80-a162-46c5-ac1b-871f239442a7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4.437750562820388" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.log10(274*10**2)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "feeb3bad-a051-4cd1-9935-a6bd7be8508e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$4.3043234 \\; \\mathrm{}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.log10((1.100)* cs.GM_sun /\n", + " (((10 ** (np.log10(1.2234)) *\n", + " cs.R_sun) ** 2)) *\n", + " un.s * un.s/un.cm)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "f856df29-4a00-49fb-9fc4-7ffa3ae033ed", + "metadata": {}, + "outputs": [ + { + "data": { + "text/latex": [ + "$4.5234521 \\; \\mathrm{}$" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.log10((0.907)* cs.GM_sun /\n", + " (((10 ** (np.log10(0.8632)) *\n", + " cs.R_sun) ** 2)) *\n", + " un.s * un.s/un.cm)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "59d92ab4-a301-4750-b34d-6bc30a419a68", + "metadata": {}, + "outputs": [], + "source": [ + "np.log10((0.907)* cs.GM_sun /\n", + " (((10 ** (np.log10(0.8632)) *\n", + " cs.R_sun) ** 2)) *\n", + " un.s * un.s/un.cm)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "astroconda", + "language": "python", + "name": "astroconda" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/spisea/evolution.py b/spisea/evolution.py index e3ddf23c..4c6806ca 100755 --- a/spisea/evolution.py +++ b/spisea/evolution.py @@ -10,9 +10,27 @@ from scipy import interpolate import pylab as py from spisea.utils import objects +from astropy import constants as cs +from astropy import units +import spisea.IsochroneMakerReformattedVersionNew +from spisea.IsochroneMakerReformattedVersionNew import extractor, reformatter +un = units logger = logging.getLogger('evolution') +# Plug in some rough bounds for parameters such that +# if the parameter is greater than the specified value +# that parameter is almost certainly bogus! (Best used with good physical +# sense) +# User is more than welcome to modify these bounds! +upper_logg = 20 # in CGS +upper_Teff = 10 ** 8.0 # in Kelvin +upper_mass = 10 ** 4.0 # in solar masses +upper_log_a = 10 # in log - solar radii +upper_L = 10 ** 9 # in solar luminosity + + + # Fetch root directory of evolution models. try: models_dir = os.environ['SPISEA_MODELS'] @@ -25,18 +43,14 @@ class StellarEvolution(object): """ Base Stellar evolution class. - Parameters ---------- model_dir: path Directory path to evolution model files - age_list: list List of ages - mass_list: list List of masses - z_list: list List of metallicities """ @@ -112,9 +126,7 @@ class Ekstrom12(StellarEvolution): """ Evolution models from `Ekstrom et al. 2012 `_. - Downloaded from `website `_. - Parameters ---------- rot: boolean, optional @@ -201,11 +213,9 @@ def format_isochrones(input_iso_dir): r""" Parse iso.fits (filename hardcoded) file downloaded from Ekstrom+12 models, create individual isochrone files for the different ages. - input_iso_directory should lead to Ekstrom2012/iso/ directory, where iso.fits file should be located. - Creates two new directories, rot and norot, which contain their respective isochrones. """ @@ -260,7 +270,6 @@ def create_iso(fileList, ageList, rot=True): Given a set of isochrone files downloaded from the server, put in correct iso.fits format for parse_iso code. - fileList: list of downloaded isochrone files (could be one) ageList: list of lists of ages associated with each file in filelist. @@ -325,13 +334,10 @@ class Parsec(StellarEvolution): Evolution models from `Bressan et al. 2012 `_, version 1.2s. - Downloaded from `here _` - Notes ----- Evolution model parameters used in download: - * n_Reimers parameter (mass loss on RGB) = 0.2 * photometric system: HST/WFC3 IR channel * bolometric corrections OBC from Girardi+08, based on ATLAS9 ODFNEW models @@ -426,7 +432,6 @@ def format_isochrones(input_iso_dir, metallicity_list): input_iso_dir: points to ParsecV1.2s/iso directory. Assumes metallicity subdirectories already exist with isochrone files downloaded in them (isochrones files expected to start with "output*") - metallicity_list format: absolute (vs. relative to solar), z + : e.g. Z = 0.014 --> z014 """ @@ -478,11 +483,9 @@ class Pisa(StellarEvolution): `Tognelli et al. 2011 `_. Downloaded `online `_ - Notes ------ Parameters used in download: - * Y = middle value of 3 provided (changes for different metallicities) * mixing length = 1.68 * Deuterium fraction: 2*10^-5 for Z = 0.015, 0.03; 4*10^-4 for 0.005 @@ -563,14 +566,12 @@ def format_isochrones(input_iso_dir, metallicity_list): r""" Rename the isochrone files extracted from Pisa (Tognelli+11) to fit naming/directory scheme - input_iso_dir: points to Pisa2011/iso directory. Individual metallicity directories with the downloaded isochrones are expected to already exist there metallicity_list is the list of metallicities on which function is to be run. - format for metallicity_list : absolute (vs. relative to sun) 'z' + , e.g Z = 0.015 --> z015. """ @@ -617,7 +618,6 @@ def make_isochrone_grid(metallicity=0.015): Create isochrone grid of given metallicity with time sampling = 0.01 in logAge (hardcoded). This interpolates the downloaded isochrones when necessary. Builds upon the online iscohrone grid. - Note: format of metallicity is important. After decimal point, must match the format of the metallcity directory (i.e., 0.015 matches directory z015, while 0.0150 would not) @@ -642,7 +642,6 @@ class Baraffe15(StellarEvolution): """ Evolution models published in `Baraffe et al. 2015 `_. - Downloaded from `BHAC15 site `_. """ def __init__(self): @@ -718,7 +717,6 @@ def tracks_to_isochrones(self, tracksFile): Create isochrones at desired age sampling (6.0 < logAge < 8.0, steps of 0.01; hardcoded) from the Baraffe+15 tracks downloaded online. - tracksFile: tracks.dat file downloaded from Baraffe+15, with format modified to be read in python @@ -930,9 +928,7 @@ class MISTv1(StellarEvolution): """ Define intrinsic properties for the MIST v1 stellar models. - Models originally downloaded from `online server `_. - Parameters ---------- version: '1.0' or '1.2', optional @@ -1070,15 +1066,12 @@ def format_isochrones(self, input_iso_dir, metallicity_list): Parse isochrone file downloaded from MIST web server, create individual isochrone files for the different ages. Assumes all files start with MIST_iso* - Parameters: ----------- input_iso_dir: path Points to MISTv1//iso directory. - metallicity_list: array List of metallicity directories to check (i.e. z015 is solar) - """ # Store current directory for later start_dir = os.getcwd() @@ -1130,25 +1123,19 @@ def format_isochrones(self, input_iso_dir, metallicity_list): class MergedBaraffePisaEkstromParsec(StellarEvolution): """ This is a combination of several different evolution models: - * Baraffe (`Baraffe et al. 2015 `_) * Pisa (`Tognelli et al. 2011 `_) * Geneva (`Ekstrom et al. 2012 `_) * Parsec (version 1.2s, `Bressan+12 `_) - The model used depends on the age of the population and what stellar masses are being modeled: - For logAge < 7.4: - * Baraffe: 0.08 - 0.4 M_sun * Baraffe/Pisa transition: 0.4 - 0.5 M_sun * Pisa: 0.5 M_sun to the highest mass in Pisa isochrone (typically 5 - 7 Msun) * Geneva: Highest mass of Pisa models to 120 M_sun - For logAge > 7.4: - * Parsec v1.2s: full mass range Parameters @@ -1235,7 +1222,6 @@ class MergedPisaEkstromParsec(StellarEvolution): """ Same as MergedBaraffePisaEkstromParsec, but without the Baraffe models. - Parameters ---------- rot: boolean, optional @@ -1308,20 +1294,16 @@ def isochrone(self, age=1.e8, metallicity=0.0): class MergedSiessGenevaPadova(StellarEvolution): """ This is a combination of several different evolution models. - The model used depends on the age of the population and what stellar masses are being modeled: - * Siess (`Siess et al. 2000 `_) * Geneva (`Meynet & Maeder 2003 `_) * Padova (`Marigo et al. 2008 `_) - For logAge < 7.4: * Siess: 0.1 - 7 M_sun * Siess/Geneva transition: 7 - 9 M_sun * Geneva: > 9 M_sun - For logAge > 7.4: * Padova: full mass range @@ -1415,7 +1397,6 @@ def make_isochrone_pisa_interp(log_age, metallicity=0.015, """ Read in a set of isochrones and generate an isochrone at log_age that is well sampled at the full range of masses. - Puts isochrones is Pisa2011/iso// """ # If logage > 8.0, quit immediately...grid doesn't go that high @@ -1615,6 +1596,282 @@ def get_orig_pisa_isochrones(metallicity=0.015): return data -class Isochrone(object): - def __init__(self, log_age): - self.log_age = log_age +# ============================== # +# BPASS v2.2 models +# ============================== # +# These models were published by Stanway and Elridge et. al in 2018 +# The code is based from the Merged Evolution model methods outlined in the +# existing code. +# After all, I want some degree of consistency with regards to +# Our original isochrone files are the stellar models (single, binary, and +# secondary) listed in the BPASS input files from one of the stellar models +# for ages 10**6.0, 10**6.1, ... , 10**11.0 years. + + +class BPASS(StellarEvolution): + """ These models were published by Stanway and Elridge et. al in 2018 + Some of the code is based from the Merged Evolution model methods + by Hosek et. al. After all, I want some degree of consistency with + regards to how isochrones are made.Also, I do not want to reinvent + the wheel twice. + If one has not checked the IsochroneMakerReformatted.py file, each + isochrone file is made of star from stellar model that are closest + to specified input age and are within the specified margin of error + for log(Age in years). This is to be doubly sure that I am getting + the same age. + Brief description: Creates a BPASS evolution object and + specifies valid primary masses, + secondary masses, metallicities, ages. + """ + def __init__(self): + """ + Note: All of the possible mass list items include possible mass for + single star, binary primary and secondary. + Recall that BPASS age bins + are 10**6.0, 10**6.1, ... , 10**11.0 yrs """ + self.age_list = [round(6.0 + x * 0.1, 1) for x in range(0, 51)] + self.z_list = [ + 10 ** -5, + 10 ** -4, + 10 ** -3, + 0.002, + 0.003, + 0.004, + 0.006, + 0.008, + 0.010, + 0.014, + 0.020, + 0.030, + 0.040, + ] + self.models_dir = models_dir + "/BPASS/v2.2/" + self.z_solar = 0.020 + # The possible Metallicities of a BPASS Stellar model + self.z_file_map = { + 10 ** -5: 'zem5/', + 10 ** -4: 'zem4/', + 0.00300: 'z003/', + 0.00200: 'z002/', + 0.00300: 'z003/', + 0.00400: 'z004/', + 0.00600: 'z006/', + 0.00800: 'z008/', + 0.01000: 'z010/', + 0.01400: 'z014/', + 0.02000: 'z020/', + 0.03000: 'z030/', + 0.04000: 'z040/', + } + def run_formatter(self, destination="/g/lu/scratch/ryotainagaki/" + + "BPASS_tester_newReformatTest/", + metallicity=["zem5", "zem4", "z001", "z002", "z003", "z004", + "z006", "z008", "z010", "z014", "z030", "z040"]): + """ + Reformat all BPASS stellar system models in HOKI.MODELS_PATH + using the reformatter function into fits tables with the following + naming convention: + Fitsmodels.fits + The files will be stored in destination/ directory + """ + reformatter(destination, metallicity) + return + + def run_extractor(self, source="/g/lu/scratch/ryotainagaki/" + + "BPASS_tester_newReformatTest/", + metallicity=["zem5", "zem4", "z001", "z002", "z003", + "z004", "z006", "z008", "z010", "z014", + "z030", "z040"], + destination=models_dir + "/BPASS/v2.2/", + times=51): + """ + Uses the reformatted BPASS stellar system model files in source directory + to create isochrones for log10(Age) = 6.0, 6.1, ... , 6.0 + 0.1*(x-times) + and for every metallicity. Stores those isochrones into the + destination/iso/ directory. + """ + for met in metallicity: + for x in range(times): + extractor(round(6.0 + 0.1 * x,1), met, source, + destination, 0.05) + + def isochrone(self, age=1 * 10 ** 8.0, metallicity=0.0): + """ + This function adds several necessary + columns (e.g. isWR, logg, and + whether a star is WR) to the existing + isochrone files' tables. + Important note on convention: I will specify + the phase of the star as follows: + White dwarf -> 101 + All other stars (no neutron stars or black holes) -> -1 + Just to make sure, I do have word that neutron stars + and black holes are NOT INCLUDED in the BPASS + evolution grids. + If you are REALLY curious about black holes, try using TUI + with BPASS. + + Parameters + ---------- + dir_in: string + The string representation of the absolute path to the directory + of preprocessed isochrones.This is for customization/Testing purposes. + For folks do not want to store in the models directory. + age: float or double + The age of the isochrone in years + metallicity: float or double + The log10(Z/Z_solar) of the star + (HERE THIS IS IN terms of Z which is the initial + metallicity mass fraction from the formula introduced + in Grevesse & Noels 1993.) + Z_solar = 0.020 + Output + ------ + A more informative version of the preprocessed isochrone. + New Columns: + isWR: Boolean + whether a single or primary is a WR star + isWR2: Boolean + phase: Integer (101 if white dwarf, 12 otherwise) + indicates whether a star is a white dwarf + logg: float or double + the log10(surface gravity of the primary/single in m/s^2) + logg2: float or double + the log10(surface gravity of the secondary in m/s^2) + set to N.A. when the system is nonbinary + log_ai: float or double + the log10(separation of the primary and secondary in AU) + set to N.A. if the system is not a binary system + More clearly named are the columns for the + current masses of both stars. + 'mass_current' column stands for the current + mass of the primary star + 'mass_current2' column stands for the current + mass of the secondary star + """ + oldmetallicity = metallicity + # The following metallicity fraction as how BPASS is organized. + # Borrow from matt hosek's code: + # Look for the closest valid age to the input age + metallicity = self.z_solar * 10 ** metallicity + log_age = math.log10(age) + if log_age < np.min(self.age_list) or log_age > np.max(self.age_list): + logger.error('Requested age {0} is out of bounds.'.format(log_age)) + if (metallicity < np.min(self.z_list) or + metallicity > np.max(self.z_list)): + logger.error('Requested metallicity {0} is out of bounds.'. + format(metallicity)) + iso_file = 'iso' + str(round(log_age, 1)) + '.fits' + # Find the closest valid metallicity to the given metallicity + closest_metallicity = min([x for x in self.z_file_map], + key=lambda x: abs(metallicity - x)) + z_dir = self.z_file_map[closest_metallicity] + # Use the full path to the desired isochrone file. + + full_iso_file = self.models_dir + 'iso/' + z_dir + iso_file + iso = Table.read(full_iso_file, format='fits') + # Create columns for isWR, logg, + # Phase. I will need to find how + # phase for individual stars will be added + # then I will fill it in with appropriate values. + isWR = Column(np.repeat(False, len(iso)), name='isWR') + isWR2 = Column(np.repeat(False, len(iso)), name='isWR2') + colG = Column(np.repeat(np.nan, len(iso)), name='logg') + colP = Column(np.repeat(np.nan, len(iso)), name='phase') + colP2 = Column(np.repeat(np.nan, len(iso)), name='phase2') + collog_a = Column(np.repeat(np.nan, len(iso)), name='log_ai') + iso.add_column(colG) + iso.add_column(isWR) + iso.add_column(colP) + iso.add_column(colP2) + iso.add_column(isWR2) + iso.add_column(collog_a) + # We may as well delete a for loop here + # Convert to CGS in the next two lines. + iso['logg'] = np.log10((iso['M1'] * cs.GM_sun / + (((10 ** iso['log(R1)']) * + cs.R_sun) ** 2)) * + un.s * un.s/un.cm) + iso['logg2'] = np.log10((iso['M2'] * cs.GM_sun / + (((10 ** iso['log(R2)']) * + cs.R_sun) ** 2)) * + un.s * un.s/un.cm) + # Apply Kepler's Third law to find the log of initial separation of the + # binary system. + iso['log_ai'] = np.log10((cs.GM_sun * (un.s ** 2) / (un.m ** 3)) ** + (1 / 3) * + ((iso['mass'] + iso['mass2']) * + ((24 * (60 ** 2) * (10 ** + iso['initl_logP'])) ** + 2) / (4 * (np.pi) ** 2)) ** (1 / 3) * + (1 / cs.au) * un.m) + iso.rename_column('M1', 'mass_current') + iso['age'] = np.log10(iso['age']) + iso['phase'] = 5 + iso['phase2'] = 5 + # We may also want to consider which secondary stars are invalid + # i.e. have some infinite current mass, surface gravity, temperature + # or log(L2) + # We shouldn't worry much about replacing Temperature and Luminosity + # type parameters. Even if dealing with compact remnants, + # there should not be infinite parameters. + problematic_secsM = np.where(iso['M2'] > upper_mass) + iso['M2'][problematic_secsM] = np.nan + iso['phase2'][problematic_secsM] = -99 + problematic_secs_lg = np.where(iso['logg2'] > upper_logg) + iso['logg2'][problematic_secs_lg] = np.nan + iso['phase2'][problematic_secs_lg] = -99 + problematic_secs_T = np.where((10 ** iso['log(T2)'] > upper_Teff)) + iso['log(T2)'][problematic_secs_T] = np.nan + iso['phase2'][problematic_secs_T] = -99 + problematic_secs_L = np.where((10 ** iso['log(L2)'] > upper_L)) + iso['log(L2)'][problematic_secs_L] = np.nan + iso['phase2'][problematic_secs_L] = -99 + + # Now deal with primary stars + problematic_primsM = np.where(iso['mass_current'] > upper_mass) + iso['mass_current'][problematic_primsM] = np.nan + iso['phase'][problematic_primsM] = -99 + problematic_prims_lg = np.where(iso['logg'] > upper_logg) + iso['logg'][problematic_prims_lg] = np.nan + iso['phase'][problematic_prims_lg] = -99 + problematic_prims_T = np.where((10 ** iso['log(T1)'] > upper_Teff)) + iso['log(T1)'][problematic_prims_T] = np.nan + iso['phase'][problematic_prims_T] = -99 + problematic_prims_L = np.where((10 ** iso['log(L1)'] > upper_L)) + iso['log(L1)'][problematic_prims_L] = np.nan + iso['phase'][problematic_prims_L] = -99 + problematic_log_a = np.where(np.abs(iso['log(a)']) > upper_log_a) + iso['log(a)'][problematic_prims_L] = np.nan + + # Using Stanway and Elridge Criterion for calculating whether + # a star is a WR star or not for using the PotsDam Atmospheres + # Decided to get rid of loops in order to take fuller advantage + # of the C-based numpy! + iso['isWR'] = (iso['X'] < 0.40) & (iso['log(T1)'] >= 4.45) + iso['isWR2'] = (iso['X'] < 0.40) & (iso['log(T2)'] >= 4.45) + iso['phase'][np.where((iso['logg'] > 6.9) & (iso['log(L1)'] < -1) & + (iso['mass_current'] < 1.4))[0]] = 101 + iso['phase'][np.where(((iso['source'] == 2) | (iso['source']==3) | + (iso['source'] == 4)) & + (np.round(iso['mass_current'], 1) == 1.4))[0]] = 102 + iso['phase'][np.where(((iso['source'] == 2) | (iso['source'] == 3) | + (iso['source'] == 4)) & + (np.round(iso['mass_current']) > 3.0))[0]] = 103 + iso['phase2'][np.where((iso['logg2'] > 6.9) & + (iso['log(L2)'] < -1) & + (iso['M2'] < 1.4))[0]] = 101 + # Changing column name to + # Making sure that names of the columns are consistent with + # general format of isochrone. + iso.rename_column('log(T1)', 'logT') + iso.rename_column('M2', 'mass_current2') + iso.rename_column('log(L1)', 'logL') + iso.rename_column('age', 'logAge') + iso['logT'][np.where(iso['phase'] >= 102)] = np.nan + iso['logL'][np.where(iso['phase'] >= 102)] = np.nan + iso.meta['log_age'] = age + iso.meta['metallicity_in'] = oldmetallicity + iso.meta['metallicity_act'] = np.log10(closest_metallicity / + self.z_solar) + return iso \ No newline at end of file diff --git a/spisea/iso_7.00_0.70_00100_p00.fits b/spisea/iso_7.00_0.70_00100_p00.fits new file mode 100644 index 00000000..b1e49e7a --- /dev/null +++ b/spisea/iso_7.00_0.70_00100_p00.fits @@ -0,0 +1,208 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 97 / length of dimension 1 NAXIS2 = 554 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 13 / number of table fields TTYPE1 = 'L ' TFORM1 = 'D ' TUNIT1 = 'W ' TTYPE2 = 'Teff ' TFORM2 = 'D ' TUNIT2 = 'K ' TTYPE3 = 'R ' TFORM3 = 'D ' TUNIT3 = 'm ' TTYPE4 = 'mass ' TFORM4 = 'D ' TUNIT4 = 'solMass ' TTYPE5 = 'logg ' TFORM5 = 'D ' TTYPE6 = 'isWR ' TFORM6 = 'L ' TTYPE7 = 'mass_current' TFORM7 = 'D ' TUNIT7 = 'solMass ' TTYPE8 = 'phase ' TFORM8 = 'D ' TTYPE9 = 'm_ubv_U ' TFORM9 = 'D ' TTYPE10 = 'm_ubv_B ' TFORM10 = 'D ' TTYPE11 = 'm_ubv_V ' TFORM11 = 'D ' TTYPE12 = 'm_ubv_R ' TFORM12 = 'D ' TTYPE13 = 'm_ubv_I ' TFORM13 = 'D ' REDLAW = 'N09 ' ATMFUNC = 'get_merged_atmosphere' EVOMODEL= 'MISTv1 ' LOGAGE = 7.0 AKS = 0.7 DISTANCE= 100 METAL_IN= 0.0 HIERARCH METAL_ACT = 0.02380291467262473 WAVEMIN = 3000 WAVEMAX = 52000 END E[&r@A-??2zV@'rWF?0lwr@=XI@=@;jU`@6RfU@1|XE2E @U AuT?@ɞ F?aS1@=LJc[–@=ާ@;[ B@6Ǡ/@1oQE(@̪|quABa?'@TF?z@=Lj]@=rUp@;t@6U@!@1c@i13E|/'@8zAޏ ?_!@c[F?\k@=+@=[OCp&r@;\@6pw@1VVIiE.;iG@_A\~>0?1~ @C&F?1tj@=r@=Pp_@;Pw}@6ӦS@1TEyhH@-+F"AnyTc?\ޤ;@F?\Ywx@=r@= @; e@6z#m@17P E4f<@7)UjdAH&?)t@oQF?)]pE.ZH@uhYL%A[oTWl? ͞p@<ɤF? ES@= }m@l@<ʷQ@K@0е&E%+ɘ@@Uɣ$AHD?ʰ(p ?@WꆴF?ʰ&M;Ŀ@<Î@<lĪ@9%VT@5@0uh~E&0x9+@UUAt?e@o̟F?|%s@NO@92 ]Wu@5@0'TE0q;@*sKxAb;h\r?_@KMrzF?>@;*a~@;_iY@9#$@4%@0 UE1,i@MA9?T1@F?Sʿ@;Q-x@;HbS@87%h@45\|@0iE2pJ@mѽ'HA6r |?io@ϪzF?imQ@;B@;7#E@8?R[x@4܅cc@/E3=X<8@A?ӽYb/@ x@4;@/GE78@ 㭷A$'5g?Ko@RrEF?KmF@;]D@:K@8L@4~H@/<-QE8HS@IdAmf?׃>"@HF?׃"@;BkF@:@O@8c?!*0@4vn!t@/`\fE:eL +@uiXA%3HY?cv@ϐ{F?c@3^?|@.TVEC/!7tv@5 +Ar?sԪn@Z$_F?saS@:J2!@:4@7| +c@3_y@.~}/EDջ؈P@"M=Al@TM?;@y"F?96@@:pIQ@9%L@7T<̶%@3R4@.PЃCEF-H@:.ATD&%?OǕ@ iF?N$G@:TUG@97uT@72۔@3w@.( EH]ڰS@MLAC~Hd?뽂y@#F?f[@:;4@9*@7cYv0@3vC@.?QEI!2B@yݓaAàQ ?U%P] @R +F?U#3jj@:'9x@9[wk@6;j@3l6sV+@-5 |EK\B@(5AyF?Fl@( F?D@:YQJL@9GG@6IR@3]gx@-VELWH@{Adz7?qâ@( +F?q.@: +w@9s#+H@6g@3Qr,5@-:EM.4C@٠pAPm/i?Zm@k^v$F?~I2 @9L@9b/@6a +s@3D,ST4@-ص7TOEN1C@AĀ?p,@Q +VF?p*8#ӿ@9b}@9RˀW@6[e2@380r'-@-i5EOY-+@жVEAķ~?YR$@y ]F?ؙD.@9G1'r@9Brg/r@6jA@3+9C@-[TEPbE5@>t6 AW?憔@Etk}F?憒pL @9H]:@9/nJ@6w@333w@-koEQ9J2@k AAyN?*GH@ʊF?*D}"@9@97@6}ge0@3 TQ@-QE0yER7!@rPAŎ[3$?ʢ@.F?8(п@9+g@9\P@6q +rؤ@2Z@-4=‹ES[+_Y$@TAݯ?-%r@թF?ݎH<@9匘$@8P@6Wx@2⁈@-腾ET@'xA, *!?o)N@ -'F?oXY@9tC9#@8Ʈeu@6<оJD@2̀@,:EV @w @AyOJ&?E5O@ W!F?E30&@9V6@83'@6L@2emJ@,xEWL@?~A/P?0`@#AsF?^EH@98 V@8% @6l6D@2k@,C_EY^@7 oRA_e?༃q<@% M5F?S댿@9q~@8^L@5㾫K @2ip.@,_ٌE[@ D}3@CL>AaƩ?Đi#@&4F?Č"@8UV@8:*M"S@5E7A@2jGt@,a綕OE]m6@p3>AǠ7,@?y 5Dx@'ȀF?y ~~,@8XḘ@8n@5`)60D@2SGX@,@x9E_k=#E]@o7Aж];AɠlJ?4T@$alF?4d@7=@7 =jy@4h<@1'z@+&zLEjRr@GlAۦa?e;@"9ͬF?~VY(@7{3X@6ߥI,@4{@1^l<@*&KxEm@@>$-j1AV<DzB?^?_L@9F?\7@7KwV@608ߦ@4㏱&@1lZ<@*5lEp-^@roFEAʺԨuu?XQ@aRF?X@7c@6oģ@4xdN@1P#~@*WiErjS8@4EuAEYպ?O @F/aF?$峯@6,@6Zc@4OBD@1-%{@*^2 JEtMҼ!)@`yAm`?J*پ@ ]YF?J53Z@6)^@6'9-N@4'w@1 T@*!~ybEv@P@;.NAMy?d%@'%@F?st@6a @6@4 +1ෳ@0b88^@)XEy, +@8X-Aq??6Lz@)~K>F?4h@6P@5J{J@3S@0˅txP@)mcE|´S@U +$Ac?I/z@mF?F)׿@5VS@5?{@3Љ@0F[@)rE5E,R m@ju Aΰs ?@F?RVĿ@5j{C@5mKyf>@3Tl]@0i&@)4ydƟE1ؒ@\{ A8X3?_1s%g@{ -F?_.@8@5`t@56J@3`%Sw@0Xړ(@(門!E@7GA?5[M\@RF?2-ÿ@5a$F@5n@:@35R.E@01E(su@(yEXO h@"lA6נ?*:rS@i|ţF?*7ΐ@4g$@4zCD@3wJ +@0BU@(UMIE/%@B4AH?fa@jsF?cn{@4|\@417*@2@/!g@'n#WEZ-b@`EUA˲%??ߡX;{E@N4F?ߞM*J +@4\H #@4V7H9@2YoB@/eW*@)@'>FEڜ}@_ꅝAӴG[_??X.2@+m:!8F??Uڈ@4j@4@2{ bͽ@/ +CDTy!@'h. EW@>g9Zj@&hP yEO1C@ˬm4@AVeER?@a~F?I6@3 M@3@1ѼR>@-O٤q@&hZEI",@.,AҖrŹ?lHH@F?l@3@3M@1، @. O@&3ĖuE58Z@fXjAE?U9Q@ȓgF?U4%@3 > 1@34 Ȭ@1e@.Q@&AʞEZx @FG)A,?6>:@&IF?|<@2ޛ7@2@1$-;@-ҵ@&YEqKo@Mv/jIA=˕ ?csU@F?cmwO{@2eCB@2 ⲏ@1@-&fO@&Qf*Eo{uo@lB'A'\?qxW@g!=KF?ؗ ;@2i@2hb@1j>@-e@&*{ENpaI@[`a2ANht?:Q^@熪F?:\y@2`k@2T )@1O#}|7@-=Gϫ@& X=}E5c,@DNsAt~?E,Ċ@*riAF?>ym@2H$&/@2<%]i@1Bl:@-/E)@&!8_E0dnz?@F$5QwA%ӷ9?UnBX@( &F?Ugh@2="@24@ʈL@1Aϼ0]@-4gd @&п75EBX@u(Aŀ\!?/H@8gF?&el@26YY@2.ͷ}6@1> +@-1@&aEZ 3%@ӶAx+ ?*F@=ƺnyF?*. @2/yfE@2((@1:OA}z@-* 4@& >GEZaC@W Aɑ?~_u@AIkf@1̫@,S@%ԼCE6, c@O*X9AU@iό~@F F@iu-@1lD@1}@1QX@,5ę@%ӣ9ER]:Bm@|-Ach/@%@Hib{RF@ V@1T᎐I@19ك@1 LWW@,fE@%ƚ;(_E=@´iA1Yr@Nf@I, UF@H0@1x'l@@1Ο @1U@, @%$(cE+:O@\AH9A@/n?D@K4d`F@mM@1iCH@1֋e'@0=A@,=\@%kxդET]/@.OA[ -,@BA@L)YrxF@B' +@1X'Vz@1͇,^@0AZ|@,CM@%۹mEaE*I@2ښb5Ak>@kK@LwF@keh@1J@1ĝc{@0o$@,@%bNbE+@i֢{Aц/[R@C@NgF@ @194 +@11@0VT@,BɴU@%[Eoo̠@à=&AѢ @rD|@N\:F@kO@1H6@1Z@0ٹn@,}iIv@%qPEr@|kS!TAѵ=@(w@Of:F@(@1jn@1n3@0')Z@,p^*@%fJE+ 5@R@}AG4'@Z{7%@P2F@Z~J$@1s\@1#@0j[@,__@%W|E®M,o@{6͹A@xe'ʳ@PF@pg@1yO0k@1JqTYi@0F@,TYO?@%M uE)rt#@VhA|"G@52@Q|F@.$@1jM@1HD-@0ӸV@,A8@%

Dk@0`^@,!;ȭ@%ѴPWE妿=N@.UAV @@R +{"F@t@1DANe@1lp&@0:Rb/@,鈑J@%(gEE*@ ?AsCg[@ĩSa@RiF@ĠGԙ@18Yߎ@1bS1@0A@,=$@%V;Eȿ @6A҅A@|PDs@R F@s +|.@10d@1\Q{F@0퓆>@+@$BImE\@ @vAҬR4@?m0@RѼ F@?cƱ@1  @1PFo`z@04AI7@+&6F @$E˝f|D@ť|_YuAz@~r'@QC?uXF@~hm@1P@1G{"@09Y@+@$7EH@@hxiAgo@@QҢF@ʐ'r@1 +@1?@0y?@+iu@$0Z.yEbBE@Y3Ap@k'@Q}+F@J#V@0}O@17 %@0r0t@+ @$y&E)"@8؊A' "@EO@;@QYF@ECh@0!@1,Q@0hd~@+zN@$@MUEИNŐ@aiADf B@@P +XF@L@0&Z@1$\@0a)-@+Fv@$SrE&.8@ƃv2A[~L@1ܔ~@PF@%ѡ b@0X@1@0\1@+n[@$lEY@Ƶ4A}.:@tO@PF@g@0N B@1W<@0S@+~o$@$PEg=E@6eAӜ@5*[@OF@53@0ǁګ@1 W"5@0LRp@+o@$~&{O EӢj,j@{UKUAӼ?V˩@wG+@O3mXF@w]@03˫@12r?,@0Dv٢@+a@$ptEԉ`@?AoX@{y8@NF@mߜ@0kH@0S@0= -@@+RH @$cE䁺EՕ?@sAU@WzB@MF@/@0u>,}@0($@04$r@+B@$TgE֛B_@ǥ9|A&`_@P>U!q@MN{"F@P/C̙@0Ox@0O@0,4@+2\@$Ej|E׮"9?T@b- AJ]u}@AI*@LO -F@~|@0*@0U uf@0$ӌ8@+#/@$7VfEyM@ E<4pApAw\@hKVU@KxBhF@X'@02FvH-@0p9Gݱ@0kC@+^2@$)E hP@;769AԕHA@2]p@JzF@2L邊@0wUp@0H@0a+@+s;(q@$!E3͞5@?AlH@ +J)j@BN.kF@ +2A@0 dq@0BF@/20'@*r˕@#^ a]E?&'@fAWB,@ BR(F@AIuF@ *+D@0Qǧ@0҄@/^@*t,vP^@#ET@Eۨ+A*8 n"@ iAƙ +@@=vjAF@ i(<ͼ@0 G@0z鸜w@/;H #A@*ggH#@#.EŹ@vzgHASD3t@ 4@?xF@ Mr@/]@0r̹a1@/yF@*Y`f@#}Tm?Ey;b/@ʩ.^A}E@ 7z"@=2xF@ 1@/ z@0j%@/jD@*J;[ta @#o}9 EȄOЮ@ۖA֧Z@ d/+]e1@pWSA3G7@ Es`@:,הF@ LC@/Y@0ScaS@/>@*HIU@#G^I8,EkL@sA&L%խ@ f"a@8oF@ f>Z&@/\Xm@0KC߁ @//M@*&{@#9PϼEN+s,@˦^"ƻAQGB,=@ 2G@7F@ A8@/O@0CdsO@/ b@*n0@#,P0GEJxB@ލ*A׀.@x4\@60͚F@l@/sڮ@0:/m(@/@): +>y@#(4E<0j@Aׯtt @*6# @4ؔ[eF@A @/^B@02e@/y@);@#y8ElO@ ǣ-%Ae:@{@'F@ca@.w;\@/g@.wLs@)]Ĕ_@")Evh>@B9oAٗ1@:H/˚@&!ОF@:.AZ@.*7 @/@O@.hbid@)OqǓ>G@" fEΡT@wBbA&ehs@m!k@.@$! F@m9 +@.#p)@/L@.Z nm@)A~=@"wzQ&E <<#@ΫiAL@b,@"ĄF@G9 @.uxi֝@/7@.Lsm@)3ޜ@"jk E-@ɥA,9R@ӶRK@!O&@{F@Ӛ@.c"$@/ɾ(@.=}@)%@"]^SƏE g[@ZLa\Acٟl@ /@F@ c/@.P_@/\A~@..!7&m@)i@"O =DEW*@SӏAAژ|8/p@C?A]@ ZF@C x:PA@.=[@/t;@.n%@)w@"AEՆ}_@ϊouA࿴@x^4@FH>0F@xt@.+S@/ecJ{@.=p@({@"4|QF}5@=AʏS[@B;[@Y;EF@!.nN@.@/Vdy@.@(ߓ60@"'DgF1V짲@Ez:jA32dh @䬪u@Tx>F@l^N@.7@/G;<@-Bq@( WĞK@"ɄF@AlIF@Y5@ YzkF@5[2k@-=5q@/7|]@-0)@(76@" mF@4NAۨjo^@[40@5F@[ g@-q1@/&- @-;b@(&4@!9U&FsH@P'>APm]@SbUl8@F@- ,_o@-W@/@-^z@(j[֝@!:\kF{[@kUN!AS!d@"ܛ@%@F@г`'@-'M +@/Y@-, @( +@!*悫FrU(,@Њ,bdAZB4]@ի@;|zF@MT<@-6&@.nA @-W@(MW>@!2qqFvNmޯ@ЪGCAܖo@Q̧ +@  F@QH@-"2ޝ@.uZb@-ׂfQ@(9@!ί2ɆF|}ƞ@FA g@9O~4U@ E9F@ ;@-=(j@.~"@-k-%@(vӘD@!rd8F~@aA =@{@ o?QܬF@ͯk{@-pЊy@. +p(|e@-{)x@(hqp@!x9 F bK@SWsAFQI0u@ +S@oyF@ +̊83Y@-^*@.;@-lh@(Z@!{gF +py]@)~A݀@H-,Bk@v[F@G`|@-MB@.lK@-^6~@(LBKw@!F |v@;"UAݻq@8C@;F@^@-;|@.K+@-O*@(>y&@!LF Ղl@X(lAp]@I@ҜF@([3@-)̩އ@. zx@-A䬁@(0b&@!uF.h//@t^A3NvX@Xa@<F@ @-[@.y# @-3 +Do@("^P@!hFmg6@ё>وAn@Cg@!#F@CXgb@-lH@.j@-%jO@(#ն@![ aFV!uv@Ѭ0AާG~@mWsO@q^CF@2*CL@, @.\=@-h@(|HsD@!NmaF8@U}Aɟ^DN@3<@@GF@@,QIe@.O,?v@- +0]@'/;@!CwF@*A6@oj@av6F@0`@,qUE@.A{o|@,}%@'K @!7HtF5i@@mA@Dd(@+- @rF@+]R~@,ȑF@.5/@,kY@'`=@!,F V@)AoZeO@cQ@H^F@ca@,&v@.(ۥw@,jGG@'ؾ@!!VF_0@2}@SAߞ##3@@wJF@NB@,k<7d@.G}@,!B@'c[@!EEoF;a5'@MWA}6@mn@U+ +F@'t@,hx@.ְ'R@,nh?@' @! u F- F\@j%SWA _@zҖ@F@Ɗ@,Ľ@.3?@, j@' ydS@!0-FƵ΃?l@҆B VAXk@Qb\|]@яF@QY@,~xcV@-@,:~i@'kp@ [tF^s@Ң$TA{@'~쓅a@ ̍SFM@BZA^Iw(@i6@z(/=F@i=@,7?]@-Ԇw@,zu0p@'oe"k@ %V"FxԱ@yYAl {h@Y@r%vF@A@,#q@-=@,i+7D@'^+?@ vlFص@.K`A _&@\J5)@>ө:F@5@@, !@-Ju@,X@'NG@ )ĨFk?)#)@QLRA7x@ij]@KKF@h=x@+ [@-l@,F{nL@'@g$ +@ӀfF@&@+}c@-Fgzn@,ZWX @'U@ Yu/F"8.d@1A8|@9@'F@E@+oŒ|#@-1l@+@& @ G@F#1@־7A%t#G@Rb@̣@F@R"q?@+$ zN@-J -@+V|6@&b@ 6}_F#BE8M@4Q2iAY%۞@w8R@eF@_@+s֡RȰ@- +z(F@+YO@&> +@ $56ܴF%: r@W.2Ah1c@x@Ĩp1sF@ +VU@+]I @,#{@+p"ǣX@&~@ jKhF&c\@{tAfF@2i@F@#@+GF6@,@+f^4@&hr@ }p +F'Jk@@ԡQ)PAkk@l.*@F@ݻOl@+06S蟿@,1Ҷp@+sZr@&me @v~`QF(K@ˬN5A:%a@bJ@z6F@b+@+r7@,}n@+:4@&2@u+**&F);@D7Aw֯=@׃Td@I:F@2@*bב@,ȇ@+rz1@&m H,@qlJF+൬@.A@Q?$@ 1lF@R9@*Y@,@+]A@&Xt@e9lpdF-}5@H +{LA;f@ '@ +dF@Ѓh@*;Xy@,vZǵu@+Hq<@&C"(?.@<;=F.,.@toqA7A @ (EּQ @gF@ )T@* +[@,_@+28O@&.jw*@F0]ZOkQ@բ]Az*@ j( U@IxF@ k*@*٘ @,Hi՘@++@&p6v@lh_F1[E@slADq@ 3@?wk׎F@ Gn@*f )@,1NX@+>@&T'@UjF2gu )@g4[A73/@ c@s@F@ ,3u@*d%W@,J@*=@%DXFi@ZۺF3kf@(nAOU$@!6L.8}@w8^}F@!7ףL@*KUz@,!@*dL@%MJ7@iF4Z@Sg*PA2q @!z2 Jj@G`9F@!{ol@*1l@+~@*3U_@%~B:@?H? F5_o@|홏A䞡 @!b@ԩ:F@!@*k)@+@*3-@% @0~F7 +|M'@֣oA0e.@"QJ@9RM^F@!U@)|S@+~W@*rl:<@%kbѯ@WF8BYL@ǘTgA|@"BKvX@~whF@">A@)i@+ݏ:@*t@%T@"F9Kcn@+#AV@"3Q@xt,F@"|یh^@)Q k@+!A@*lZy^@%lh7@-FF:z#@ [c: AG +@">`!@ruF@"xZ@)=Oa@+~{ܧ@*X]<@%X'9M@u0IzF<(vǩ]@,zIAiTӎ@#Ĭ@l*t{mF@"0J;@)}P@+ibu@*C4@%C]f @MYX3'F=F@NWj1A&=@#L @eD"F@#;̧ *@)P?@+S L=@*.mϯ @%.ل@$c_F?=T@qr`nA2ً@#:<@^F@#vjm@)q\@+<ܠ@de@*FBj@%t&@?F@Sl$@י{0RWA{~@#M @Wn#ԹEF@#g@)U1@+#7h7@)Qv@%R-G@H/ZFA5@H"A3 @$<^7@O:_RF@$$sZ:N@)8~-5S@+l_g@)hxx@$V @RJFBX|@JMA^Ϗ @$QB@GF@$)f}@)g4@*"@)ɒ )@$EI@a'7FD*̛;a@GA݁@$O;"@=fF@$~rw@(=G@*.9g@),y@$`K@)آ.FEq]`@LšAdN78>@%V⮸@37*F@%A@(@*[@)p5QV@$ɀ+Ȯ@tFG1A%@yk(qAvP@%e@)|F@% +@(C@*h@)pv@$r@W[FH\ @آvA냄kK@& Q@T=F@&4@@(iH@*qAd@)R{@$T~@z͡FJ y{@vjA/N@& +e@g4 6F@&l?P@(tzY8@*R>@)3/t@$6M@?6`ڰFLwt@F{MNAFM@&4`"@%'(F@&ԇ@(R6@*2GG@)6fu}@$ P9@,nFN 쟗@bAt@'N6U]@-8ƛF@'@v/0@(/5[@*1{@(?<@#mz|@ºYFPjd2$@5e7A5i5`@'5Е3@*qF@':E*H@( +7U@)&H$@(ў;@#ՏD@-]FQب?@YxFDA(@(3NȜ(@=lF@()p16@'-s{@)*xi@(٣Y@# %ҍ@9嘿FS!Q@|r@#AכHo/@(6aA@E|^F@(6^@';z3@)7Tӿ@( @#MH@ʴ*VFTfl~@ٝ톔Am$؏@).ǔ@v*ԮF@)#"-K%@'.@)}m@(bi]@#f`@Frd@FVgl`[@ٺAo@)O@R+UF@)=dФ@'iU.2@)UwL?@(:(XƳ@#?z2R@W̟FX?)/s@ԉ7A|gm)@*56@+2f{HPF@*%:/@'?i@),} @(n@#cU6@t2*FZ> S'@a\A\W@*f;@%F@*z|@'F/(u@)+J@'Jx@"w"G@'3LF\k|{7@|OfA@+Fzq@ՙlF@+0@&hx@(ة=x@'P`bC@"ĸ_'@d.F\@rUAۄ[cA-@+e&@mO38F@+Nw^@&ެ7֜@(2-F@'R>@"SPo@QTƹ]F]o@$5A<>&G@+Ķ>A$@ NF@+lyߪ@&جv@(šv@'cHMh@"w Ua@>iBr4F]9K9@fpA)x@+Y@i_ F@+n?z@&?@@(C@'6@"65 @+A"F^~@VA[zAR˩@+NV@CF@+3v@&\C@(5`e@' pm\@" +^@{F_ W^@mA|C@+k@}3 ێF@+dzz~@&A]@(c4@'C:5X@"M<@bݘIF_< FQ@-A9&@,p@2eF@+I&@&ƐU޺@(~.2@'dۉUQ@" ]@~-F`4<@`AWS@,Eܢ@]-F@,@&t +)@(~';@'{s]gn\@"+T@'$oF`]h@ MJ {&A)z@,?l[@}dS k@"CM^@beFb3)2}@07(Azr/@,[@3?rF@,_*@&Y3v}@(LM|_@'3gޞ@"97~z@Ml7`Fb;n@^= ARC\@- pg@&fF@,"@&OhNQ@(BGs@')aO@".stF@8KCFbڻm@0NVA>I@-@m@\ӯLF@-G4Q@&D<@(7I3@'ϰN]@"$m @#(;Fc0@-rA[a&!@-` +0(@ +U|F@-:kR@q@&:aO@(-_ @'%K@"^uX@ !Fc- m)@eOAߚ@-EzL]@ + RF@-Y@&/\ H@("O@' k{@"x].@Ε Fch[|@aKƽQA-X^)Ӑ@-?Mp@ G:ŶF@-x2n@&$@(r@&TU@"3@!Fd;Yt=k@$ⶍAg2$8a@-8F@ ~ze:F@-ExF@&d@( -@&9@!zy@5̓9Fd+)P@_ AVgEq@-JL@ -F@-z)@&z@(W5jp@&G)+@!N@%%KogFd@#A;@.^a@ k8F@-ֽFW1@& ^Q@'ț/@&!>56@! 9@}\FeR[ں9@ߕ\zAy/3x@.#߲~@ +ŝrF@-1c@%$lBs@'kօ@&[@! [7@-64Fe)@;-~A[Ǝs@.C`Y:@ ,FF@.ᅡY@%6\Q@'YM@&.@@!̡…@s-|nvFf?|@x@yAك|@.dG@ RH F@.3z@%E@'֏cW@&.{@!t*/,@\FftD@A.*Au"@. @ SF@.Rws몊@%PA82@.^e@ UF@.@%Tޝ@%g`@'Ay1@&@!G|(2@gFha9X@٨ZntGlA'JN@/D#@ DA.F@.$d@%k;K` @'bR@&zz@! @GdFhni-ĺ2@ٞf %oA<$Wa@/$MZ @ 36F@.]T@%nsr@'˳M@&y,h@!}b0J}T@ 8Fh3l~'@ْL`=A<]@/CM@ !LqF@/_Y#5@%q:$@'@&m kE@!q>@8=Fi?:R|@هX3AZ.6@/b@ HizF@/#n܀@%r^9@'}n;,C@&bP~@!fI @2K.FiS(@{e#1xA$`u@/?@ ~ʽF@/A*<46@%n@'r#d'@&V@!Z\o{@A6Fj W/@nu@At)i@/j@ 쉷F@/]]Ʈ@%uz@'flˉ@&KX~ec@!OU@u(Fj:h@bhwAmRS@/, ~@ t(bdF@/zNd"@%jE"@'["eM@&?%P~@!C{yR@]|:Fje@TxDF zAFs@/&;%@ &tiF@/*MΫ@%_@'PM@&4Ufo@!7|s@EBs#FkViд}@FB(c+Al@/'z@ ?*HF@/(@%T&GX@'D_@&(2L@!,F`@-zFkEu@7բuKA| @0 +@ .0F@/|@%II1@'9B`@&B @! ou@>{.Fl, w@(R[7A]p@0{6g@ )/4`F@/ +@%>&@'.g绨@&SF@!ga-@|d/Fl&(Z@B-AquH@0)hF@ }Z!'F@0A6@%3)p@'#QZq@&:^@! ܅@٢Fm  @ .A $@08|z@ jTFIXF@0tV@%(ת^XC@'Ee@%Ú@ 8o@(ZYMFm}!@A# ,@0GmE@ W?F@0,@%MV @' Q@%Tշ?@ ϳG@+.Fm&@P{yA Qr@0U ֘@ Dy`F@0&߸4)@%H@'{~.!@%YcQ@ J2]es@ؤMFnY򗽛@T+jAwȁz@0c#5@ 0t'gF@036xt@%d@&S(@%d$D @ ڠ̤@ÌzFnɐ@ɡ6AB=c<@0qNJ^@ ƾF@0?`5,@$ظ$I@&vV*@%ԙE@ v?@p5'IFoDU@غ"Q2As[l@0hq@ OF@0LV@$T] @&ߎ)>4+@% #i+'@ D@Wݾ1Fo%@ج"j_AmN`@0wVR @ ,F@0YK͸@$M@&蔬#&@%&K@ D@>#Fp!XB;o@؜b&AkcxS?@0PJ@ ҈F@0e@$Gت@&fU@%%(@ =W@&z[Fp^/@؋ aAzT@0:@ GsF@0p#@$оi׷@&1*^@%A@ wG@ J8WFpC@xBBaaB@0pg@ c.LF@0{^AN@$œn@&`@%Y(;@ N@izpǯFpV@f<ƪyBVQ0@0V@ JF@0|@$@/e@&@(4@%EWV@ ~;s@5QFq呇@S%UTB(z@0ޕl)@ X} F@0U0L@$EN@&H@%x&3@ yn~)@L?FqX76@?3$Bl]1K@05(@ wDȆF@0}N@$dZ@&@%l]M@ lLY@XۄkFqGq@+Bd\K@0^@ `kF@0 bU@$L/@&| +@%`(5B[@ `,A@?`IFqٻ̜@E~SB?{b@1 G4d@ JaSڠF@06J@$t@&v@%SS_@ S&@t# +FrZ DY*@!f }B|IK@1B6@ 3;-F@00==v@$3]@&j6Ir19@%Gi6@ F@ZTZFr[u@ 2B@1(B@ ;RF@0#a%K@$tF5@&^X.,O@%;/8@ :a@@# xFr@1i܅B2+@16Ԏ@ ai +F@0ͤF@$ibPr@&R)@%.t"0K@ -]a@&꤮FrY.6@i֚B9$;@1D۬s@ +F@0fZ۾@$^5I@&FCr@%"@ !n&@ wT_Fs"G,Q9@ׯ0OBy%}@1S +c;@ +]dF@0b-R@$RC@&; kQt@%eJ@ u@&pFsf50Q@כlBm@1a5[I@ +6nF@05@$GAj\@&/8G@% +zm@ ׁQ@ 8Fs= @׈`VrB@1o|j@ +z-BF@0u&2@$< .@&$#z@$DM@jFV\@.)Fs@vB9g@1}X@ +\gF@0&r`@$1,o@&@$zA7j@k(s@EqFt?ϸ@g# +BwR1@1ɪ@ +ZF@1?!h@$&Qxe@& Z˗@$+c0:@ɹp:@wܤ4tFt~$@\e܊B|:@1%{<@ +r?F@1Ia( D@$_^t@&pb%@$ @#R@zFtl@[nKdB:(@1}@ +f]uaF@1l+c@$ @%8PU&@$ҹE%@w@g)Fu/~=Ӱ@hlB @16Pr@ +d +F@1G@$ r)@%R@$̓8l@7]L@]AFFug;B@}sBܝeg,@1:@ +i\$[0F@1#_o@$ $9@%69@$>I`-@ D@\??lFuo"@חBĐwd@19*@ +r1ZF@1'Zn@$ K@%.|@$)V@]gr@_͈Fua`@ײuB>@1 +@ +}(^F@1)d@$ bZ@%SQ@$L^_I@%*@eCL'FuTƱ@Aa!^Bhi@10nj@ +G'F@1+"Ja6R@$ +i3@%U@$ )@Ru?@lL &FuQ@KbBa[;@1аkS@ +9מF@1,z{t@$ OXa@%k +@$d@Gc@bUa@t7jAFuJ@_SPB=(9s0@1ҳtz@ +~Д~2F@1-Y @$=@%q@$KJ)@@m@|Fv; @%cβZB3@1W|@ +rVF@1.hӯ1@$_i@%P@$ܡ^_@$Aw@.)@a8dFv)Z@ yB0BHP2@1SN@ 0MwF@11x}C@$ɩ@&Q 5@$l@d\@}Fv1L@&} DB􀢔S@1Dj@ #UF@12?@$ (D@&*]i@$f@p@kp{Fw +@AzB"n@1ۘN+@ ." {F@12%@$!Ai)5@&%X@$,,@39@ӆu2Fw? +@[wB*Sq@1VN@ 8 F@12.@$"y_@&ݻ@$Yedm@  @? 5nFw=2%n5@ue0BPuf@1@ AHsqF@12>=@$-;@&"BG^D@%$/@ +Jب@3Fw[@ٍ$ BSa @1Q%fb@ JmVHZF@13' +@$,Ͻ@&"n@% >@ ݤ߆@텪Fw{T@٥mEBtGQ@1}0l@ R6~KF@13Ng@$,۬@&#t@% ;d@ =æ@80UFw|A4@ټ =B`S9!@1ܣ_0@ ZQ@F@13oD@$,&{G@&$C +{x@% +>'ZI@ s gc@VfyFw0@}w=[BNuwD@1glH@ a^F@13ό&@$+^9 @&$1=@% {@ 2*@#V@FwH@@B=}&v@1OV@ h0pF@13o @$+;Ps@&%'o@% +#@ t6T@gعFwnJ@!S HB-}@1f @ o F@13C%@$*ǜ@&%{k:N@% V@ K^w R@DCFxOc@Xe}BLS@1J@ u"%arF@13Й0@$*@q@&%RuW@% (7@ @qH3Fx0BN@!Bڳ_@1"@ z^djF@13V}@$)pCr@&&c^@% %zQ@ @ёFxJR@21Bã8)@15>@ ;L,8F@132^@$)oeN@&&Ypg@%N)@@ @*VFxaD@BK+Bi@1H6@ #,@RF@14#=PF@14)@$)o +#D@&(yQ@%Y1p@ .*Ì@ +X0 Fxy(@`EBU &@1݋/@ rQ@F@14@8@$@$*t@&), )@%O@ k @ d+XFxhRq"@_WBcui(@1ݧw@ {- F@14Z[s@@$+D9@&*N @%7 +q\@ ؆@Fx<}jc@RSgBBՄ˾@1;"M@ 8_kF@14~dĝV@@$.bgM@&, @%u;@ v]#|@)3FxY@;:ǗpBaJ @1n@ +LF@14 [.@@$0`r\@&. ڣW@%"F@ gr4-@U,FwiWZ@2BO@1v#T@ [6|F@14nR6J@@$2L.@&.?@%UtZ@ [S@BFw˥q+@Y>B +X@15@ }/0e2F@14S~@@$3+uW@&.u:}v@%|~'@ 8+=A@#*,Fw`Q@ncB,U.@1QB@ p(F@14_vI@@$4 R@&-[[@%~32@ @ +Fw57Ñ,@٬,KBQ\6,@1kWD@ b o,F@15 L@@$3Ɵ@&+(@%:Mw@ :7(@c3Fw@ك#Bz | X@1ރ-%@ QQ}.uF@15[@@$2=k@&(@% C@ :/"@*0>%Fv V6h@Z!^B'ѳ\@1ޙ*\@ @1!F@151e<@@$'4!mI@&![" f@%"F@ !zF@9Fv۞16X@/B^3^@1ޮW@ ,JpDF@15D@@$#6q @&(F@$oܛX@oj0]@{ FvӁZ @Bq@18#5@ $iF@15Wtt!3@@$(E%@&@$B@Vl@1}Fvr6'@BTH@1ךQ@ +pF@15g@@$Pt@& H~k@$^PJ@ܞW~H@HMFvX@د5BLl@1C@ +=rF@15u! @@$}>@&&&:@$qPN_@05L@f~Fv]q?@؅BM x@1+#@ + }F@15R @@$:@%fDi-@$ @|2@U8%փFw ; &F@\IPDB2Jq@1L@ +١NF@15"“3@@#@%p@$m]@N ^@ihFw@< @3|$Bh\?@1$.@ +n=F@15&@@#,F@%8Gp@$|,@H˨QJ@P:ƖFwrjW@ qyBװX+@18b@ +sjF@15@@#> @%آVD@$)W@gM +@4j&$Fw4@4eB-d@1L;0@ +V6K`F@15H'@@#uL}o@% +q@$lu`8Q@M6v@v1FwѵA@׼f:D%Bui;@1`5,@ +8JF@15k@@#̖Mf@%T11@$?sD@3uX@&X +pFxP@זVeBޘvr@1s@ +F@15_n@@#MQș@%)CuA@$-;ڛ@G8@kFx:Xm@p%(sB:WJ@1߈ĕ@ nF@15޿@@#s|@% {'@$Q^@FX@T=Fxmt@J_:Bb6[@1ߝ@ [:F@15Gn@@#@%+:@$uEh@ @1sQFxcX@$JGBD3@1߲ B@ xF@15>s@@#8@%bm@$hˈ@Wl@-cFxխ@su)oBRs2@13@ vXF@15#g@@#.*}@%$O}@$\@h s@u*iFyIfzb@VoBUI@1N@@ %,h~F@15\Y@@#X]@%yKbR@$Ok@%^@ZanFy4t@ֵaa"B#0?vG@1:7\@ jD=F@15Nk@@#d6@%mԶT@$Cҭ!@~  @@hG?JFy`-,@֐:Bp@@1 {g r@ M F@15VT@@#RnUw@%bjƖL@$7[@e"@&WFy2W@l |wgBг@1$BF+@ 18 F@16i4V@@#vý@%W>sm$@$,MX/@MJ@ ͚$ Fy@G|m6 +B0'f +A@1<;s@ `{RF@16_Q6@@#mx@%MBס+@$ C@6w@RЫ"FyͰ@#np2iBs@1T^F@V F@16XR@@#e7P@%Cw .@$׺sT@ _2@8Fy!@RB\;@1l @@nlF@16"Y@@#\Cs`@%9de}@$ 7?u@ +z@i<"Fyu@,pB G[ل@1@YkaF@16,\I(@@#U8vc@%0DvQ@$ +@@m'@LjFz B}4@նg B ]!Dz@1@KF@166!w@@#N}@%'p`@#I<@t@% Fzk@Ւ?sB 1@1_/K@CewF@16?`@@#H5@%$8@#0$q@B.@@KdNFzD<@n|ɴTB +YjsZ@1[rl@} jF@16Hn}{@@#A?\@%ǥ@#j_@7-[@v b+9Fz @JYoB +ZB@1ϪI@e=F@16R*@@#;ˋ@%X~@#L/iB@j @cP+FzcѢ@&;OB  i@13@MQEF@16[,G0r@@#51@m@%7m @#%j@gD[@PMGFz)@6TB lq$ @1 ee@5bS7F@16d#`@@#03ﱻ3@$4 @#͝O@јܒ@=.Fzr[@@~pB Ew@1" +<@6{F@16l@@#*ϲ[@$W@#q;@x@@+]%Fz@v=@Ժ^B )C B2@17d;@e_ZF@16u;1@@#%iw@$jKAE@#P҈@gX@wջ@Fz[ӛ@Ԗ;?B &Mi2@1Kj>_@ +w&F@16~9d@@# <2@$ 0@#3 v@W˼l@Fz͛Z@rͤIB #ϴ5@1^@X@ֲF@16ϟ@@#? G9@$@#7^@Gy& +@lFzh@O9JB R8v@1q,J@x^F@16軔@@#@#F0Y@$7!@#ySu@6@SHFz ;@+yB n@1Z$@GtEF@16l@@#I @$d@#IpL@%)h@$Fz,'{ V@:;B#Kb2e@1|B/@YlF@16@@# [ :v@$ʤƏ@#96@qM+@}FzL\@禧B>r@1>-Xe@u$B.jF@16>n!@@#y/Ȩ@$ݙ@#je)@WV@X߳Fzch@,5MBdz@1Ṭ]@\UF@16@@#e@$ w@#hP@ =@2|Fz?@ӞBm~@1a@C_lF@160@@"x4o{@$?2{r@#| c@bS@ =RFzu1D@{d1BA&SL@1ۋ"@*IX,F@16ie@@"WҶ@$E!@#sB@L@_nFz@Y0G6B*n=z@1[@RF@16 +E@@"Mzg@$Rn@#j3_@,i@bJ +FzmuO@6g|Be7Fj@1]s8@T"aF@16͚_>@@"*V@$z@#aM@3@F+Fz P8S%@db3YB3%@1 oX@iWTF@16$@@"Zj@$z(E@#X@t@n{xFz$f@GޑBߠZ@1M>@pF@16ܓ4%@@" @$>:Z@#P +o@I@ERjFz(6D@^@qB Z@1,(kQ@sbCF@16+@@"m#ya@$ +:@#GKo(m@r@bFz-Typ@Үcs.B]?V= +@1;s8@>IF@16^@@@"ٳ5Φ@$yߔ{@#>|䤕/@`>Ѵ\@ TIFz1N@ҍlBIOnz@1J7R@xElF@16o@@"ô7C@$q2,@#0JO@>.@ _qFz6(;@k_$Bߗ{AF@1Y˳i@^6>F@16@@"FO|@$hٵ@@#&rȅ4@*eT@ ?Fz:\j@J<`B""4%2@1h_@DK.F@17K@@"D/@$_m@#dGKL@ׄX@ [&Fz?LՏ@)0JoBeKϴZ@1w˭V@+>:F@17i@@"o@"=x@/@ K?;iFzPnY@Ѩ;d]B~_J2@1N@AђyDF@17%,}@@"ˌY_@$5K!@"N˛@R@ FzT:?@ш!B3@1ֈJ@{fF@17,GF'@@"u}@$-PK@"؝7bw@;LV@ ^iFzXk5@h]|B8Z@1>@ F@173_v|@@".4)@$$6}@"Tj@:$N@ 3/r\Fz\ @HKB\} I@1~i@vb4]F@17:r @@"}@$s@"W|@zW"@ "VFz`+@){B8@1@]$a7F@17A^y+@@"~0c@$w?@"z~@f @ ;EFzdZ&@ +R6B~D@1@CJ߿F@17H÷@@"x@$ +@"$,A@RQA@ O@Fzg;@YrBC隔@1,B@)x`F@17O2@@"r嚀@$8T}@"W@?\@@ B(3Fzk7dY@̑UiqBp@1k @{F@17V7@@"l\4@#'d<@"3SEn@+~@ ]1uFzns1@ЭBGQɊ@1 12@ +^F@17]ID@@"fNE@#a@"z@oW@ 3fWD(Fzq^@Џ +pB6Is@1-B&@{F@17dT@@"``|@#nY@"C @":&@ wy=Fzt_@qTeBۈS@1:5b@q*F@17k@@"Z7@#¤0 @"M*@ }@ +>FzwmT@SIRBe_9a@1GJ@4 F@17rr\M @@"T,TqA@#%D +@">'@[@ +5Fzz5UE@5m$xB30%@1T@PF@17ybÉ@@"Nt@#ϗx+@"~A @*xr@ +| +tFz|L/@POBov@1aq@tgvBF@17Pk@@"GM@#@"uo @\ן@ +[I=3=FzgdPb@z!VdBE9*@1nR@ZzV&,F@17=.L@@"B(d@# @"lM@0@ +05Fzg)&Z@Ϲ5Z:B=bn@1{n@@ 2PF@17'Y>@@"<~֩@#IҨ@"bQ@Ɂ@ +:9zFzYt[=@PBE΀@1R×@&cSF@17)g[@@"7'@#q8/@"Yo>@z}T."@ Z_Fz@EUfB @1E@ ='/F@17%@@"1 hh@#U:@"Psp~~@g H@ Fz9a@ BR&f@1㡋*9@AF@17~@@"+M-"@#"J@"F7w@SJ@ ?;FzrV@Ҩ'>B!M+@1 O@vF@17e4I@@"&7f@#Q(@"=}H@?Ct)x@ XjހFzC@ΙB y@1㺀UP@^.F@17p@@" ]@#jPd@"4 NQ6@+v,@ -ReFzaȷ(@a) +BBvp{$j@1q@:('F@17,v@@",A@#`r@"**Kʍ@=@ bFz7n@@(K>BHW6@18@ F@17yk@@""z@#zbpI@"!2Ďbw@@ր]]1Fzˡ@HNB@Ը/ +@1}@oچPF@17a-@@"@#q&@"̡D@%:7@ +cFzm0@͹#B@1fK@UC%5=F@17Hma@@" y7s@#iAN@"jz@f@MsFz1@͂oH9BEd@1gX@;:HaF@172T@@"Ɇ@#`P=>@" +z;@ȧ>@T2Fz7@KdB}KT@16@ QF@17IK@@"@#X:@!@][@(b'@$Fz[.@E+hB]c@1n\@n/T*F@17kc@@! @#OCkՁ@!H/@@ʣFz +@?ϒXBYQ:!{@1@$mQF@17@@!I!^@#FO)z@!(G@%u@lFzĻK@̩B)@1( \@k_F@17{@@!𒫤@#=`E7@!f|@w*w@ZfFz]@tYn\AB*@g.4x+@w_veFzЌ%@oSB L`>@1o&$@1*'^F@18~0@@!Х96@#0`(G@! [@-@D*Fzdҫ@B@dvQF@184,R@@!B:"@"@!| ߘ@tdX@Fz +Cz@tT%xB!yP@1C@ZRB*,F@18; @@!"8@"ڄQ@!rĖ@(6@F{']7@C:B!T@1־@G rF@18B,@@!n^@"lt+@!h/@}t=@ gF{ z`@$kB" +M-@1U@t,Z6F@18IC@@!]s@"]!%@!^!.@j0Ո@RRF{ y@bYDB"g0|@1͌&@Y IF@18Q"C@@!0VH>@"V8(@!T0X@VX@$[F{Dc=@ɲX +B"g`@1vE:@= +5F@18Xa@@!*<@"Zja@!JE^@A4t̸@|F{)A{@ɂGO +B"F]@1noF@"LKF@18_m@@!L}DXb@"h;ֵ@!@`u5@,j]L@kF{3]*$@SU$B#D6d@1ur@~$\F@18g̪@@!ZI@"m}L}@!6wHvl@-`@6cF{=֛@$YB#"[<@1ko]@E/="@!,竢+@֛@lr[vF{H}:@\B#a}x5@1 -/@ + F@18u@@! @"Qdɐ5@!"L> +@E=@>F ?F{S>#@l8*B$+؄9@1@jHvLF@18}w-b@@!OF@"E<:%.@!+a@*A3@0<`F{^BW@șx +'B${ 3@1"[ +@V,F@18 @@!\@"=o@!7@mugj@&oF{iH@kOnAB$́c8@1.9@H|F@18ΜF@@!|̜E@"wC +@!%"@P@'R/F{t"fe@> B%*54@1;qy@dSQdF@18T`@@!w/nݬ@"nF@ #@"Bқq@ E5@5K@6*F{ @5Ժ/AB''=( &@1)N?q<cF@180@@!\ag=V@"9Ufݻ@ g>+@!@+@u kF{ܶ^@ +ZB'zF@1𯒺?Jh_F@18`@@!XZA@"0P @ @ L ®@G0F{̄F @(EYB'6{1@1?HdF@18{^@@!@Fz@";("@ @K%@ ,8,F{W"(@ƵgB(=P(@1 D?,MF@18ޅ@@!<4@"2eaDz@ /)@Mݴ=@%F{ u@Ƌ B(L@1’Q?$XF@18F6;@@!8X&@")ք@ -@i-@$5?F{줲_@b YB(ڛa@1KzT?qU:F@1813@@!5 +)@"!X@ 7@v@4sF{#u1w@8'ߦB)_Bk~F@1G ?;`F@18GR@@!1`R@"Ma X@ u@n@l\:F|#ϗ@p׾VB)ñ@1L? +F@19Ç@@!-xƛ@"T/@ k@Iz(@@0SzF| n@1=@ VѓcIG@6T/Ps@e#yF|@1Rq?fF@19<,@@!M|+@!K.@ ME=@#=Gi@9n҆ F|E,@X1B,H@1d<\?RF@19EQ@@!l@!H0j@ EC6D@Q(v@BDF|O.>3@;.B-ڊt@1w P?UP^F@19NS7@@!Yȃt@!O i@ F@19o@@! @!@ IC4@Z ?PF|*=@åh B0g0pg@1!^d?ԗ\?=F|ٻk @G!B30e@1=M?<$F@19F҈@@!Qڡ@!L~{@XBr:@"MhC?_NF|Ae@FB3)6@1{1?0F@19 ^@@! @!@8ɿG@;ܩx@:w?x\ +oF| ,,|@Š%C4B4.L}@1]M?ȁdLKzF@19 @@! +e)W@!4f:u@ s @1F?KF|>'@2/վB4Ǘ(j@1Z?`~AF@19^@@ %@!Dw@CHY@u m& ?X>aF|?Fc@BuwB5d!~e@1Q7?ھaF@19 }[@@ /@!7]4@[y@Y +wz?dgxBF|f @GBB6;{@1颤5 ?HF@19}@@!sZ@!*{7@۹1@>8?f +?-F|_/@[B6u@1:=y9?-/F@19wyٰ@@!Dvԅ@!%@5H +@$P"a)?+!PF|m@4MJ(B7O]@1RiF?]DqF@19ୡ`@@!(#q@!B[O@v@ OI?F|e~h@O.'S.B7h:@1)߃?cFhF@19ᠮ@@!.V@! ,[j@M@?84F|oh@F$mʜB8r@1M?F_F@198@@!eĜ@! @l@WJK1?:-F|E@B9YGIT@1~2#P?^}F@19d^ @@!!KR@!qr@tC@¬ ?aF|.,b:E@IbƘ{B:Z}I@1\~?:f*YF@19N*@@!,@! +T5(@cRpI@v|B`?_IQCF|Ƞ_@bB:M52_@1_W? +< F@19KW;@@!6@!@@!rT@UCn@Pm?T\!F|`8@qY~B;bLA@1d,?x\{pF@19ָ@@!B7/@!@Hk@ͨ-??b >F|5E&@ǹZZ@B/@wEo?շMB5F| n@9v&#B=Vn@1'?PF@19Z-@@!\ol@! +7@5#O @ev?oHyOF| V@=ȿ.B=ΊR@1pG?[h8F@19j+95@@!l mn3@!\.&c@-GR~@U? B/.Ս@1!?+nfF@19M]@@!zE@!@&f@DqW?> }sF|>A@z桟&B?e>-6@1S?ѾF@19,F@@!@!"n@! +,Ç@4?L(F|c@2cB@Qb/S@1&Q"?F^*F@19Ȑ%~@@!-c0@!->S@Zu@$qv ?ƯF|\jV@WB@1@1Yz1?<,F@18L@@!/r@!9R@ذ@x/?roF|+*@cB7B@@1>c{Q?\'5F@18޽@@!_i@!G:@@ch?E05GF|Y+My@ +<BAXuct@1:O[?=<F@18 d@@!iگ@!U _@VNa@(?1xF|H @]Yn.BAU@1YE)X?2JGF@18aW@@!+I@!f4\7u@Pf@?l0EF|~**@`SFBB-0H@1^w?-"y!F@18,.@@!7@!w @&e@䍏Uj?ͥvF|@CzpBB_x@1 ;?oSD~F@175@@" [=W@!ٛn@ {@Ζ݄?хF|-(*@_&jnBB- @1^#f\?MJ +F@17J@@"/]@!Vsk @ "@ę')?|n5F| ;xԔ@)KBCDN@1[?튃-BF@17Nx@@"$=o@!^iv@ Ƚ]*@b?;UF|4@BCB?@1{?(:"F@16\@@"0Y@!&@ +14@w&?쪹p!}F|͖2@XBC0P8?@1w֢?ȷI>jF@16Rܡ@@";yu:@!9r @P@^Vg?HF|ږv@0jvBD("@1S`R?i< "F@15_ȓ@@"C>@!eը@2BP @ Uo?}F|[@-M6KCBDT,,@1 A+ l? }'F@14O5@@"Lz8@!*5@{P9@@ȨYD? wF|Nob@LBD`@17?/}F@14>@@"WXb@!?@x@SC?"'!_F|K)8@š BDV@1J ?<ࣧ 6F@13p\@@"d @!Uv;@( 7@;$?C;ƮF}b!و@iDBE;G0{@2Ͷ ?3ƌF@12Ɯ?@@"s@!IŵN>@u@}ć?W"VF}>|@V"IBE8@27,%`F?aY0F@12>@@"xq@!cy@8@@u8i?BMhF}!;2@%0+\BE th#@2,>|?HPF@11km@@"NNn@!x@t27@l +D}?Bm2F} U/@ ٛeBFI7B@2y8?uhF@10i5h@@"d~_@!rI +@no@d*J?j KF}&[@^?WBF<㔎e@2 ?zzlF@10#@@"@" *v@z3Aq@]'Ӆ?g.g~F}-8n,E@{jbBG@2 ?['F@1/IJF@1.o@@"pr@".Z;@^@N[?{{F}8}D@(BG,@2 !(xx?2F@1-jdR@@"_k@";ɿ@"d@GLV?照ɯCF}>R@ABHM8Rk@2 +,?zrF@1,hF@@"8v@"Jy@@ +9e@Ac8 ?".>F}B%5@lBBHl>@2 q?扊F@1,*El@@#)g@"[MVw@{V@;Fm]?g7:F}Gh_b:@/BI._@2 %ު ? @%1F@1+Q(HW@@#.-!@"oIA@a1;@6U\?ew9oF}J@\E"fBI@2SҸ?PjF@1*wہ L@@#G%㰙@"D.@}:~@1ȑQC? +F}N0g)@)4BJ1@2~?qF@1)K1@@#]-:I@"lK[@?ω@,^[5??U/2F}SRBI@'8BJ/ɋ@2;?S]*F@1(9-@@#vL!@"-@",faa@' ?MiF}W+@֯BK,ce@2l?;'F@1'!@@#<,>@" @(ty:@$H7Q?eF}ZX@/BKj@2Ȱ?t;F@1&rC@@#𧧱N@"]@1]@!%??(kF}\Y@\.wBL#V;@28^s?k0eF@1%jaV[@@#:@"nBX@DԞRU@*{?䭧 E~F}] +@(sޖBLpjr@2[LKna?cxFF@1$HZ@@#ߖx,@#e W@_U@;i?9CF}^^:@^OBM=^L@2n3?؋F@1#$@@$-=r@#&"Y@:@Q +?akDF}]g2O@T>BM,.@2aF?JE1Y$F@1"@@$e @#N[[5@ tk@jZ6??tjF}\^͘8/@`BNoq @2A}?๺pF@1 ޾@@$PA@#A " @Է)L|@$C?}+QF}ZZz@T\h%BO1@2faN?'+F@10:g@@$U@#i@uF>Z@?!*F}V@4a!BOiּ@2?(a+F@19@@%@#͹Ua@/F}S8q@pLQBP/ïΞ~@2ao?9^F@1e<8M@@%^D$@#Tz@h/@1 ?`yF}N[n@v5BP,8@2S?ӼzqXF@19U^x@@%_ @$5zhY@!+ռ@,AB]=?hS5UF}Iw3s@}6'NFBPl@2?ۦԽF@1_1@@&^wJY@$oxcRO@뫴58@\j&K͡?e/ĀFF}Ck m`@G͚ZBQ=8 W@2]<?x9BSAF@1w@@&?Q6@$}@@`78?"hpF}<@QaBQC9@2S!J?H)#F@1@R@@&| @$& @ WvZ@hM{I_?]i*F}4Xd@wAvQBQ+oF@2,1?Pw-F@1IJ4s@@&Wfx,l@$&j´@ Wy*@v=vuf?JF}+B*1@gABBRc@2SW?vF@1'}@@&ԟlny.@$4kk@ ! =@g?n9F} Ͼ@qo<&BR1qH@2䱏?բ7F@1h@S@@'hJ@%Wy@ 2raJ@2g? -F}<T@;̥!BS7N@2M?gXYRF@1@@'Rfs@%:[d@ C@0C?Q\etF}\N4<@ZBSB{u\@2CPe?,r_F@1+k@@'r!@%a\?@ Uuo1@F|~[Z@bϫBTt@2!?лʭ-F@1|X@@'*E@%v)j3@ tm@KZ? +j'F|d +@jz + BT͕@2 -e0?F8 +^F@1Oo,@@(B@% ަ@ =`@ ?J|qF|;@7%SBUi-a.@2 ?̸8F@10yt@@(U;@%u-9k@ Q1I@-a\?$F|+`1@lR=L@Jk?̶F{e@{u8BX~ȋ8@2"*B\?,SF@1'ŷ@@)ڽ@'$(F@!\YIe@+ծ.?_rE{F{ g@qnCVBX(%@2#AM,B9?}IF@1~z*)@@)X<@'PI@!{P@X/E ?8޾FzN9,T_@[BYh@2#? F@1ՙ(@@)UL?Fzӥw@يvBY@2$QO?ɒ$RF@1+@@)@'Wm@!ZSk@V 2?cbFz] +6@czkO&BZl@2$:?aE4F@1 @Y@@*Î:4@'Hu@!ΐ>@9Yfw?hAF{#i@p\B[No~@2%$jd?3.F@1 =D@@*ؓ@'+g@!xj:y@AU.?d~Q \ No newline at end of file diff --git a/spisea/iso_8.00_0.70_00100_p00.fits b/spisea/iso_8.00_0.70_00100_p00.fits new file mode 100644 index 00000000..cc8d4637 --- /dev/null +++ b/spisea/iso_8.00_0.70_00100_p00.fits @@ -0,0 +1,285 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 97 / length of dimension 1 NAXIS2 = 897 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 13 / number of table fields TTYPE1 = 'L ' TFORM1 = 'D ' TUNIT1 = 'W ' TTYPE2 = 'Teff ' TFORM2 = 'D ' TUNIT2 = 'K ' TTYPE3 = 'R ' TFORM3 = 'D ' TUNIT3 = 'm ' TTYPE4 = 'mass ' TFORM4 = 'D ' TUNIT4 = 'solMass ' TTYPE5 = 'logg ' TFORM5 = 'D ' TTYPE6 = 'isWR ' TFORM6 = 'L ' TTYPE7 = 'mass_current' TFORM7 = 'D ' TUNIT7 = 'solMass ' TTYPE8 = 'phase ' TFORM8 = 'D ' TTYPE9 = 'm_ubv_U ' TFORM9 = 'D ' TTYPE10 = 'm_ubv_B ' TFORM10 = 'D ' TTYPE11 = 'm_ubv_V ' TFORM11 = 'D ' TTYPE12 = 'm_ubv_R ' TFORM12 = 'D ' TTYPE13 = 'm_ubv_I ' TFORM13 = 'D ' REDLAW = 'N09 ' ATMFUNC = 'get_merged_atmosphere' EVOMODEL= 'MISTv1 ' LOGAGE = 8.0 AKS = 0.7 DISTANCE= 100 METAL_IN= 0.0 HIERARCH METAL_ACT = 0.02380291467262473 WAVEMIN = 3000 WAVEMAX = 52000 END D12@l 1A\?#^"@cF?*+@?@??+@=hk@8Da@35YۃPDVƠ/@hAڧM%̀?1<@?F?j[e@?@?zA@=Iz'F@8}@/)Y@3'\pJD@v/ikAA?.FnU@ +.F?Yc gf@?|*@?(}@=v@8t%@3Iꂛ7DgY̥ @:kA]++=?;qIc@u vWrF?owX@?^fo@?ZUK@=aFp"@84d@39VeK*BD5č4*@d|BA~qq^?@ʳS@&)F? $O@?c@*Z@?da@=L9FS@8(qm@31CMDd&_6@8A[?nja@ƞF?ngCYM@?nِF@?_qš}^@=D@8dW@3HĊFD6@ =CtA2?H @+_[F?ފѿ@?{@?#}̃F@0@8Aod@3رsDjd@CARA)q ?crZ@F?cp%p@?MFly@>d."@}@@~<2sAI\?#V>@}3F? f7@>Z +@>C-^@ZLj@>S `@<c0L @7N6@28D==̚@ժqAl? !@@ӁF?W3@>a :@>) @;&yX@7"z0F@2qSaE~]@ɸACK*?T@'BF?T?h@>v1R@=yf(@;Ǩ(@7e@2VvqE7GI)@2aAtxf?ɶ<#@}n:F?ɶ9Xƿ@>L]:@=ӐP$ +@;$$3ud@7BV\@2>.E + X@U/6hAaf ?q@{ zF?ÿ@>+@=vw@;]&mw@7'@2*cbPE x{;@q8`Arv?˻ެM@|vqF?˻㋴@>`5@==78@;?@7% @2E@ AwN?9Wl@dn9 F?9U;@=<3Of@k@;"FF?ݣ:2b@;֍iي@;I%K.@8s;@5td@0* nE+@矯˕@qۂA?o@&)^F?fi@;?@:k@8X.@4e@0`)yyE29&@HJ~AqU'+r?LbiV@]DF?L" ޿@;ӆh@:v`2:@7咆 @4mq_#@0>TE6Qr.f@7Am=\?DS LOF@䀷;F?DP-.@:7R@:b<@7@4*S@/! SE:<{8@4CtEAo)WwI?̧O@֕BF?(u@:iS@9Ճ'T@7W7&"@3BHa@/keCE<0ĵ@H쓥A*GO?㱡h6@<4F?㱞1@:[dX@9qG_@74O(@3׸B'@/=/X5E>N[$@dAD~pҋ?+ۃ@F?Τ@9r @9{!V@69vb@3j@.:(ūEEb/Bf@+TyXA`b?i@4@hF?s1@9@8wG@6c~*@3ZBu@.s6bEFmNbe@TȤ3Aj^Q ȃ?P.'}3@OIVF?P*N%@9B$@8 E@6!@3F*P@.R&YEG%0@HgA?*b.@F?@9kMK4Ki@8fN]2@6rGX@32+)@.0}qEEIs=@0OٯA uչ?>;-s@(>F?:09@9I4[L@8|J@6[3l@3ގ}@.5HM{EK;}uC:@T0ԞAd?@lc@`:ؽXF?@%@9$r@8|v@6B\LY`@3JA@-(iEM$*R9@ T>AIT^?l@?F?n@8F!P@8[D@6)= 2@2T@-#wEOԩn@S o3A&A? !@CF? u@86YƇ@814d@6Cr6@2&P4@-("EQ&tL@^[XA8X?oHn4@]iF?oD72@8UlF@8M(@5Z'L@2!=; +@-qzoER~ e^@EPbAaꤦ?աAn@M@F?՝'@8|ԅf@7|fp@5@2kPq<@-J)ES.r,h@iALB ?=)O@F?=%(l@8R/7:@7ZR`@5)ky@2f'@-#±gEUi9@?7+AuB?鬃P @DۼF?~zo@8'Rʑ6@7:+7@51Z@2zQ.9@,81v5EWD5_@{N% @7WkN@7apwe@5f`a@2KMoPQ@,~eE[%Xp@}Ai#?5觲@xUekF?Y@7A(@7E], +7@5O\@26@,AuE]G;%f@,K򸲲A](c?]@s/btF?]L@7~Yh@7+)FA4@59\W@2#xR@,e,+q{E_ie7 @blM$A [?sA@m{YF?m,@7] E?@71Z@5$30x@2UC7|O@,CNԜE`\YV@F|I F?˞B@6n:@6,@4J@1N2X@+.5˧EdJKC@+AHAA\dŢ?fUl@SgRF?fNm@6&V @6p^@4Μ#@1+M@+B<Ee`A*@RA 5R?= {@Nk5bF?&V@6 @6 @4Q@1~Rd@+EfV@G/AQJ2?.*R@F>B0pF?."E@@6&@6|LA@43v5@1!@+{}Eh{@ϔTA?p@?!gF?]@6J6@6a@4HlF@1㤂i@+_2[Ej]у@A֠?{o@6`F?@6_F'@6EA1@4)E +~@1|ޟ@+@$F?`_@6 @6@4U@1Uű@*6Ep-@~ AùF?2Q @WF?2W@6 T6@5>Kq@4E-@1F~b@*\xX`EpuGV@nAmL?X@IW7F?X#@5%^@5( @47պF@1:d>?@*Pj!Eqe#V@wNA6.Lg?~ >`@/F?~+\@5{V@5W)@4*p@1/A;Y@*p2Ery@&1-Ar!?𨁓@ sF?|r +@5̨]@5vL@42@1"Zhj@*À Ese@fAñ|0?44o^D@,pF?.5@5Y@5hi@4pR@1R @*FEtTf@&ndAW?v*@YBFF?; 8$@5l@5@4d9,H@1 9Eb@*l\EuEqD*@FheA,z?%}@F?%Ʋ(@540,5@5Mo@3ijY@0n9Y@*WTe'Ev^2+@i{Aq;?SӮ@x. F?S=o@5u@5D.@3_@0hs@*?z\j3Ew +6@@JAļ5)?e@迤%V}F?s@5kN 4@5sQ@3c@0dY@*& +eEx2k@Q {A"_?Wtw@PF?P(qS@5TJnJ @5_@3@3NSS@0Fh +@* +:WcEz7l͍@Hi%ATL?x!"@@ F?r* @5AC@5N\vR@3HR/@0cԐ@)ԃ'E{J K[E@"MAŐc8? č@NJG2kF? @@52f+H@5@kW@3#Q @0^hrl@).LE|:fz@yFRvAםo?:̨!@ArF?:㉡F@5 @505/@3K@0#-@)i5E~1 6-"@:@4y@4ne0<@3pw9K@0P@4#XL@3>x@0U2@)%7i/E@MX +A}O?빍[)@F?$@4Ʃ1@4;/@3**\@0Cv @)q_Evs@=Aɹ@.?9DA@^F?9 NQP@4naMd@4m$@3>@006YO@(Ǿ E"@ORZA^1?g +@{,7UF?7`@4X@e@4p@3XK#@0 ǜ@(L E}[C@#Aɹj"?*HO@s'lF?@4FN$@4^gfC@29؈!@0Mn@(MSE.*@WA!Ug?0Q@kUG}F?{[@41Y&x@4Iv@2G @0zz@(,5d`E~@Ls׋Aʊ ?K@d$lhF?Keá>@40-@44n|@2=q @/Y%.@(r}Esű}>@tgA!ω?n@^M/LF?$%@4 @4$&@@2HqT@/~f@(]7#xEi2I@ @&gqnELV6]@A7?O]O2@0B`F?O1G@2̰u@2ǀw@1C&d@-*@&,pYELƷ@<Ap0)?m@0ڻ'F?@2a +Al@2y*P@1sl]@-^Em@& E"V@NY?wA!Us? b@0wF? rȲ @2@2|@1Ik}@-&'o@&[Eg^@=1ͮA6(eL?Ym}@1 ~F?YUB;@2WFq~@2ɕ@1A@- @&DEeq@g;W@-0@&UCEe:X,@Ao?7`;^@3⾘zF?7-]Q@2*s@2#eB@15R@-0@%p.@SQ @06;F@(C@1}W&@1JX@@1 M@,_@%oME.i$@~{Aѯ0 +@n@.)9F@Ƶi@1ח!o@1.'@0Q3@,\C|$@%apu23E|n)@ªy[A4D@ ۅ@-`F@EKr@10z@1 $W-@0M#0@,A,@%'x6E6=@˽A:@/lW_@+f'FF@/;&@1@15\@03Զ@,*@%aA^Eh@Dſ`A?SJ@]gH&@*DF@]4TK:@1(3b@1OY!@05@,em@%sT5e#Er>@jנA9jP@+Nn@(bF@[@1͆@1 E@04~)@,t>A@%csVE6X#@DdAde? @ѶwF@&12_F@~=T@1^W@1:>>@0̱LT@,`ݽB@%Q[ME_Qhϙ@ihA҇a@_@$VF@c@1sY@1d@0m0c@,Qc@%CoEGÞW@ÌlCAҨIM@3|{0@#[=F@2waE@1MUK@1Se@0GB@,BT@%6)E :@÷>-A>F@qRVnv@ NF@qPiia$@1pt4@1!@0z i@,/,Z*@%$&JEt2j@ޡA?-Cp@nŭ@`F@U6w@1c~@1{Io@0ca@,Z1@%ꍹEg~@|iKA#lC@ ߘ@F@˞j@1XXH@1qڏ\7@0eK@,ƑN@%*΋oE:2@*%"AM@ѷ;4z@"RvF@יFQ@1KV@1gw@0q!ph@+@$c5E@b%@O2zAwLA@L^F@\`,F@Ko@1?j$U@1] n@0“u@+!@$DNREAX :@| AӨqK@0Cf@p56F@}@11F@1R\7@0b4@+ٰ D@$Q_Ebʺc@ġeEA`}k@MqЁ@ ybF@H@1%6p@1H@v:@ G0_F@uE2@1d@1+H:O@0bx@+&6S@$>Ў[Ei@7L`AԆ _@8`@N̉F@@}@0XKA@1"˼ݍ@0Z)@+GS@$lE9Ef@aAԼ+ @@BF@GdM@0{@1 o@0P0U%@+tU%5+@$vEz/!@ŇȹA)BNz@(g(@YtOF@(Yn%@0ܸQ@1ր@0HNv/@+cE(@$gl +EѪ:@ŵH%A"qX@nr@=IF@m@0{S@1}@0>V/s@+P?c[@$U)EK @e?[eAL5C@C@uqF@@0ذn@0;}@07rh@+B;s@$Hu5eE\D:C@ĿAՈ +b@t@bʿF@iori@0Gx(tg@0g@0,Lj:@+.M|t@$5;3E)pPb@"cAշ~"w@/j@3`F@uڻi@0M @08j2@0$fw@+,b@$&,^E9Pu@LIURA#˭@f+~@6EY&F@e?@0wGn!@0ݛǣT@0a@@+ @$ gE:7,m@rk\A*nÌ@:E[4@aF@PG@0|P@0 +K@0.@*Jz7@$EbVTc@ƝLhAf'C@U@h^FF@Z7@03@0ɛ]@0qa @*J(w@#`1E؁&K@ĻwA֟I4@#kZ@)˶@"tiA Do@ 1-@nE F@ 0fey@.,e @/_o@.my1@)Kw@@"kiEܛR@qAlDa@ FO@e}MF@ DR@.G(@/תN(@.Wj@)5@u"@"Ur7Eob@x 9hA叻]@ &@\z6F@ @.Xt@/vEG@.@(YUg@)6X@"@ =E~myN>@BT (HAc񩀝F@;AP@SF@9gC@.L_c@/( p@.)Wzp@)Z=@")~E"@d,6A掮.@z/0@IY! yF@w@.P!y@/{P@.#@(%@"&5E1:@ʄ嘆An~:f@@#@?@oC@4BxF@iKSQ@-([@.*/i@,3F@'fl@ @>FCx8@fńAPd$U@ @)hF@eOE^@-yz@. #@,߭@' ~T@ ϢaF7WN +@fKvA{$}y@壽@3ZF@Xt$e@-@.@,zY@'^<@ IGFic{Y@fL &A#Գ@ӛp@!7ܚF@@DP"@- A}?@.rt@,@'QY@ Fà@V@e`fA w@ó @6\wF@)--@-ۃ@."W@,`@'Є @ G2hqFam-@df{ZAB@хh\.@MF@@,oCe@-B:q@,f'@'yq6M0y@ ݺtF|~B@b +WA0dB@ECQ@뇑ȫF@ݞ7H@,ߚ@-ZoA@,)l>@'p dI@ _RF:w@_1zA_K@|P*@ޙ?cF@Oь@,捬2f%@-誴@,/@'f&@ <^1F9dh@]%Q A吥K@F}@]pF@*@,E0@-g t;@,|@@'\$ +R@ 71@FC*@Y_AR4{2@/-ge@  F@u(xc@,Ӝ@-ڠr7@,s+/5@'S]~@ z\]FYXΦ@V=b+A ~I@r@F@ʦ@,h@-Aue@,i~8@'IyK @ pP|F^w@R +[ +A(Q~@#^G@ڦ@B} *WLF@{0=@,};B@-~)u"A@,u@&p7@ M0F WOV!@VA}y@(2 +@2F@(hF9@,tK)$ @-tCg}\-@,L9@&s[X@ rg:ķF w@˸^ A,@[k@#A``KF@y?@,j=(@-jRJ@,C@&}1@ _F f#|@ +a*AlP@D7@@W7BiF@WǙ@,aCt@-`V@+ߣLu @&McΆ@ ݬk&F ҼN,@0AFa@GD@6 &F@d,@,WEΓ@-VOZt@+&I@& VH @fJF ?,}@Ƒ0uAq^@T,@ ԗ F@5!X@,N9$@-L;2Q@+肓@&ǻC@c$nF } @9|b#bA4,H2<@z\]@ 63F@ıU@,Dm@-B!Y@+:2L@&V3@ʤFӱU +@KxAy(@ҥ]w@ RTF@wy@,;%vK@-7_@+f@&c&@tF$\@e=xAlcm@Yk$@ -(poF@#@,1*@--O=@+xw@&V@^ FbR@© ALA +.@D.@ R'zdF@絅׌@,( ?F@-#]q@+a{@&@<Fjn@ʴ12AUhf@qF@ )cF@+E?@,}/T]@-4@+uUl@& =@mFnJkF @ʥڐA '@!\@ ._ F@#/@,͌i@-$f@+UkX@&P ̀@W%F':@ʖ{;AtSj@ f$@ x+kF@ ]ڦ@, `@-*]@+1@3I@&}7Sy@@9F`@@ʆؓ%A@y@B 'C@@ fsWkbF@Ĥm@,_S@,?P@+yCœ@&rEw|@*i'i1qFQ,@vV]EA뒹 +X@"A0@ S +F@@+O4z@,(BP@+~u@&gʩZ@תW F`a@eW?qAQ$@-I=@ @e!F@*(2@+I0@,䣍R6@+~6Z@&\s@4M*FH@S&|?ZA;:Ę@78 @ -Wt+PF@5`džYT@+gǖZ*@,A#@+t&&h+@&Qˆ`>-@{_cFH!Om@A7&Ad쮾@Bma@ OF@?:@+Fy@,ϒCR@+iWK4@&F΅E,@ϲ1Fj}@/?:Aɷf@LIt @ Vc _iF@JU<*@+ҭ+[V@, +@+^2@&;ͨ +x@HF<[a@uFADMet@W*%3ȅ@ GݾF@T5@+dD@,dYY@+Sja1@&0ps@IF+}Q@ OliA O@aU@ ԛk`F@^@+(τ7@,A@+HQoi~@&%(M?@F2Ff@3Aړ @kd^b4@ -wF@hdl<@+-@,~T@+>|@&±U@t&yyFn@y4/@4Z&A[ 5BM@u[N$R@ F@rGG.@+@,c4@+3>D@&8p@]0>{fFqDC8d@ƩPOAH@>_@ +lHFF@|􀸸@+Q@,}K|@+(lڕ'5@&tN@F8FZ&dW@ɼX$rA?9@ #@ Fuu~F@Mi@+tS@,4d<@+.]@%=ْ@/=ӉF%F9'.@ɩ/>A};+$@/@ {].F@ai@+zwX|@,{6Q@+F@%;(@=\FdsƁ@ɖAX-@@%@ gAF@;@+V*y@,p@+i8@%:oG@/'!F=3@ɃA A"-@Rx*@ S="F@x|3@@+'C@,fg= @* +ۿ@%~4ļy@ tWFWŔ@r;jfAT}@3L-@ ?c6:F@Oc@+vx"@,[ +ŋ@*|1@%^xt7@AF2r9@a=A}@=r3@ , +F@OȸY@+mW"-@,Qk;@*%u(.I@%7u,@|>Fm4@T/F3=mAW@ēT7$@ iF@ @+cm*0@,FDeb@*!Z@% 9@ 3F~@JciA\8@GZ"S@ WF@C0h@+Y1-m@,;xV_@*7"s>!@%P@[F6S$@IL8Aо@5D@ )xrF@&8@+NO@,1D|@*y@%瘟@yz3Fl@T&bA*)HSdD@G #@ #.L)F@,P@+E,@,) HC'@*}@%ܽq+@jjAF4O@j` WA.2`$@Zf@ nF@辊<@+>3@,$'em@*Y=@%_@cuuF:@ɆKA$+@5Mgo@ i4F@ k@+9.Gч@,!|2@*e 1@%>cC@a6]FxcH3@ɥWuzA{'O@  "@ 5PF@AXd=@+6a@,!#]M@*a@%y_ټ[@ch +F37v@3n*AV`@[*n@ TT4F@;5R@+4\S3m@,!g0(@*ڳ@%lOi@gQF{u@@SA庄\k@$$@ nF@l@+2\@,"J0G@*?ݴ\@%Zp@lw%F;Y@pyA6W;@U}@ |'^F@rL@+1[XJ=@,#P@*%in@%B@r_.̀-F= &@'y6A@]vg\@ &ӌF@%g@+0\@,%"@*I!Հ@%3" @xlOFia@I?ƙAFѥm@2@ 1F@Tˮ̀@+/Zr@,&.@*3@%͇8E@hcq#Fņ@jA|M@^@ =OF@RI@+.{@,(G @*@%x ,@,ł*Fg@ʌ,+AbEP@^_l@ HwF@#QOR@+.Y!3@,*Qp@*P.f \@%$@wF@ʭ~AH]Z@ @ S;F@%D@+-˶@,, K@*Ȥ@%mJ<{@{F`e>@A/!@@ ^ωF@o.@+-;f@,-·]@*@%O`P@ +FGJ8@=3AfH@1$@ i2 +F@dd@+,Ղg@,/X@* 1&@%Z+^S@;sͲFwR@I-0AD%C@@ sy9UF@fЪ@++@,0U8@* c@%{u8@vFp@2 حAе̼@%ڎ@ }]#@,4TO@*4g@%v1j@.tyF @1An4?Q@B@ MF@C.@+!pf@,4"@*֌`,@%u(n@pdF'{@eA{@7|8@ {F@kV1@+uҀ@,41UysT@*ְ@%T@)ϤF[]q@TfOYAziqQ@Þ6@ έFF@T@+c<@,3ĝe@*֭{@%=v1@nXF{J@-o8[>A9X@=r@ ϖoF@T@+kMY@,3s] @*ִU@%:2@ŏw$=F#2@=tJAOΣ9@ X@ xF@OI~@+9@,3O[(@*2@%{4m@Ƣk>F8i@E΄}EArV@!l@ 6F@JU@+=@,3@*R=aN@% 3/@YUFy@H,ԘA5Ks@6S@ HF@@+}' 4@,4v@*;笫@% o@c˻[F@DGϚAK@H@ /,F@ +\Y@+!џ@,5 &@*ْ[k@%L2?ȿ@̍gFs@=+@Ao@Wr:@ 4F@64@+WZ~9@,7 +2@*'_Jk@%@R' ZFBa @1ZaAUY@e?.H@ ūN/F@$m@+"8" @,9i@* C@%@| +FO'@ IzAnY@sx'@ b=cF@26#@+%%Q@,F@f6@+5aZL@,Ez .@*旄_@%%No@ZuJF=@˝j/AY@g@ dF@sD@+8\@,F$@*əۡ@%ts@ݍ>)Faxg@~ҨHA@… .@ YɰF@&d6@+9K@,E00@*My@%ŀ0o@xF9Hnh[@^jsA"@j@ 1 F@.v@+:Pp5@,C5d0@*!יo@%ƶ @ҺFW@=g A]3U@t@ =)F@U @+9A@,@fN@*Dav@%bP@&tF@i(!A6<@#õ@  +F@J_@+62}@,;cl8]@*q@%ln@]F<⦵"@;A#@K@ u&*I{F@#@+1cL@,56'#@* wk@% y@*=F3H(!6@ڣ&A)22@>׿@ aLRF@=K@+,% @,-v<@*N~,]@%Py@gs%FWg]@ʺ4A\`"I@${@ KWF@S0@+%P:@,$h +@*əo@%T@MZSF-@ʜSAQSZ@68uK@ 4F@ +(B@+D)@,#@*o @%^ @oĉYFj*J8@}"ӕpAʐy1@HcOq@ +يF@@+IK@,%@*zjI@%&ٻ@YrF ؕ@`bV=A_2@[78@ kF@79N@+ ic @,Ŵ4T@*@%qP@AF4l @CρrA?QS@oƝ8P@ M;IF@-P@+P4@+N^@*1΃"@%tBxum@)nՓFpRwr@%e4Az8l@J*@ ծչF@AI~@*>CE@+6M$@*c@%i$&#@a{!FZ@2^GAp@C@ )fZF@V@@*>@+@*X/@%^*H@XF R@G[wA!!/@Bm@ ڶuFIԀ?@rA0Х@.^@ +ՃkF@h0@@*Gj :@+}@* G,F/@$<@!TFp@ȊҔAZ@>B<@ +φF@@@*̱@++Vg2@*DL@$ꥢh׷@)\/F@iƥ@T GGAiB\5@9^@ +\(F@D@@*e@+s_@*U s@$q龦@KFs@J;jAq@Qk@ +jZrF@ `BP7@@*Uua@+gw@)^o@$Κ;?#\@]~BF5;]'\@漀0JfAp#@Z:@ +H~F@Ew}@@*rީf@+[R@)B@$&@~.FoSp@ǰ`]AJyW +:@1_@ +%F@ +(@@*g@+P]@)$u@$&@Fm@zG&YF@x @@*XT^#@*8@)A\$~@$Q @kF8L@sK=A]@ Bu5@i~F@.S@@*WpH>@*A;@)8G@#BPФa@~FTc:@Âvw BE(@ "gR@\@F@ uث@@*V _O@*@P_=@)˪@#|@NEF;9*&@SNnB9(@ K@fzF@ 1@@*Wφ@*ON@)@#s@kyF"G}@$VB7@ svup@H;ZF@ +#Z@@*X!^/@*ĥ@(XJbJ@#c;@VgF6;x@LYB !@ =S@*_diF@ +J0A@@*Y_~@*FY@(%8@#%_@AxF셫@9Bj֏na>@ (۾@ QHTF@ +oyx@@*ZGӟ@*=ؼ_@(9@#S@-&Fނ"z@› @B8y@ r"@WJF@ +vq@@*]*1@*rt+@(鮔 #@#,p&r@F @n\ B<@'@yL,F@ +@@*_ZBr@*}^.@(1U@#Ku@c FN@A(=mBQVҨ?@*lb[@uF@ +LJ@@*a@*yu@((X@ +@#vAI@yN-rFpҪ@?=BG1@Ke@3F@ +!@@*eTsC@*uCmo;@(վ, T@#yzߏ@ZJFO#@_B_%{@l`O @w{sDF@ KpC@@*hzQ@*r/\@(ϒi4@#cҾ@ɡ(bF-il@dWhB@@C@ZG?b,F@ 9z@@*lJ@*o82/,@(ɥZ0@#Ң@ǪF VQ@T׈B]@@tRX @=>nF@ W.D@@*p@*lҹ?@( _pk@#!@z9F@hU|1B/s@"W@{F@ u!@@*uf@*j@(yn@#y"x@@FФH@>`v%sB9u4@d@Ԑ0F@ =@@*ze@*ii@( U@#sAh@F˽1,@|<B/7@>7@@F@ OW@@*@*h @(<@#l؋"@n)Fy )@fB˯@H@%N F@ ( +@@*V>@*hė@@(@#f@]FR̕|]g@]B:=h@6\o@u +F@ 7 4@@* k@*iz'D@(;0@#`#@M^_QF+-}%@$OB`$@O螥@F@ }@@*8,@*jl"@(} |@#[ $ۧ@=wq!}iFW_@pB f@h@siW2nF@ g@@*@*mNj@(X @#UY$@.{p N|Fn[@HA1BFe @-@WŠF@ +;R@@*Ҿ@*pZ<@( L@#P{Q@w*Fd:A@! H_Bb@$ڊ=@:xiF@ B"@@*h@*t)!g@(;q@#KP_@T FW@aoB"@BK@6F@ Ym@@*u@*x V@( J@#GkB@E]"Fb$z@L[B\i] .@=p@bƴF@ oD"{@@*got@*}j}"@(U~t@#C0a>@z )F8bk@XϜBuNgg@hH5@Y=F@ }.@@*`,{@*F2@(p{~@#?1H,@鏚CFol@ Bav@F$ @d䟒F@ a@@*_2O@*.84@(K1@#;yq@XբEF>r2@uc=B}5EQ@a=@F@ ,~c@@*}ny@*>/n@("@#8 r@ѳT#F#!Ę@vD@*@(#tt@#1@qzFdPȖ*@B  @=LS@[t 2F@ >>@@+np +@*7ȍ@(c@#.|@%9F9 @aB +k@OGe@?F@ + @@+vx@*R +a@(螰GI@#,02.@RhlF @Q UB +wzx@`[Z@$s<$KF@ @@+M@*``B@(W{]@#)ϋ@j\ F6[h@ +})wB +@r+ @ nF@ zO@@+'va71@*sR@(\I!@#&C ?@־]F)&@JI9UB K>j/@]@ۨF@ +o@@+2$@*׋ e@(!@#$2bh_@Fzp@}ɓxDB OqB@G07@oxF@ ;>*@@+?0-@*k!@(#@#!@}ȴZF_P|@8rHq NB $[s@25@;HlF@ JZ@@+KT^{@*Bd@(<@#@t6PF3]vvd@ÿ4rB mc@@ ?F@ ZKS@@+V6q@*},%@(sSj@#P@kRFae@ yB @S@ -F@ i:S\ @@+bqVO @+A@(w@#S@b-F}Fz@l`E.7pB uR}!M@Ќ0@fsIF@ w$@@+p$_@+l݋ @(3 sc@#acp@Z2hk Fq@)B *@@K:7,rF@ G@@+|ktCm@++@(@#x@ReMFl@=ÆB]m +yg@G(@0ePF@ @@+g @+96B.@('Ѵ@#]\z@K&p=FX9jH@w2MB٠-@Q@= +¸F@ O@@+qNe5@+Hx&Q@(T?8@#8J@DdD +_5F1:@$b +BŦo@=@ߒ"F@ [@@+ۈ@+gv@(!@#@7͢[fF^,@bݨB @!@̀'F@ ܷA@@+h{e@+vM i@(ʓvV@#=@1d F2Qg@a!B_n#w@.@KJF@ . +@@+Ѕg@+ԛ1[@(Ϭæ@#e(A@,#dFZ8@gZTB{E@:9B@YɒF@ )@@+׎3x@+?浛@(w@#:@'KFTᨸY@*(/9B@2@F @tf"5F@ rj@@+ sO@+L@(@#; +@!{F**+@Q\B֝@Qa@Z ]CF@ M1@@,Ca,=@+;Y@(Z@#ub6@dQSxF1G<@MD3BbUK@\`<@?p&F@|] 3@@,dE @++u})@(׆A@#ҧ'kb@ϜjF)p@t? Bzr@h @$wF@ j; @@,'~1a8@+%k@(]Ny7@#Ta@c:F0@8ĥMMB|@r@ +^:F@@@,9H^@+5<@( t(@#n+=6]@MbF¹6@,eB-p@}xN@h tF@"`,@@,LPcc@+y?I@(C4k@#-@ *^5FV-@Ã_?BsTQV@;@o7F@,t@@,b>'Ԇ@,O@(= @# eK@~F- +ޫ@%ILB@|@gKF@6p>@@,y|l@,(mI<@)6@#".ϿP@{Fw2Y@PgWB]C@d@TF@@t>@@,_@f%@,;kE@) +1ィ@#$]@dӶ˴F +7@Xd)BJ?lӺ@K@MȽF@J@)@@, +@,MQ1@)@ @#&T3@>o~F0~8@߮BϘ@<@l)!F@Sey@@,@,a/@)@#)J x@pF @0BYK@@Q%F@\ @@,kG@,x;@)TqBv%w@GKu@s[)F@o +J@@-e{@,,@)-E@#2Tg@s%jyF a'@0WpBM=.^@n~@r;( F@w۝@@-+(s59@,j@)4`@#5B@HtWLF @*edBc@ܽx@F@7b@@-Jb@,ʡ6@)=14$@#9l|)V@_}F;9s@WርB_SmM@I@\3-F@R@@-lp@,-|L@)Fwj@#=Ҵ v@hF[vn@f$bMBtG@`^@"MF@'C{@@-@-?W@)Q"@#D @>mݖF`@2B|#B5@Wf@6!F@)@@-B1@-6@)]~gOr@#LMܱbn@5GWF1?mw@@k0?BGkm@Ǚ@ΧPF@r@@-x-@-/@)kkG@#U\D4>@ +fⴽFuj@;Ev/B0VD@ +R@n]F@ЬW@@- i@-LYM@){ G@#`h Z@h 7FoX9@M@BڭҪ@O1@Xƒ]HF@%M@@.%@-lI2&<@)ca@#l<@' F%@lE}~B<@i.j@CƵF@œ@@.P̓Fr@--)@)W܌@#x̞m@5FS\@=\ATB^@+?g@1ϧF@ O@@.v65@-R @)%SH@#:[@D{F ˊ@$;xBt5әY@7^@ JF@ږS@@.חE;@-$s@)C@# B|@W$4Fx 0@ZrBÂ@F}k@F[F@O@@.ͮē?@-ߗ@ρ@)QB@#@mFĥ 0@H7ΥBؑ@Vx@ @;nF@+B7@@.<3@.@)% +@#@%ݫ6F >@\EBR @h,z.@dF@ +3 @@/6 @.&T9! @*x:@#j3@uGF @v5@soByf@y+u@=F@㉆@@/eS:@.F4@*ى0I#@#Ay\j@fLF ~H`@PKVBXgjL@޽w@ÇF@-yz@@/h>q=@.c"[@*(Kcգ@#?@|,*F $V;@-Ee?_;F@hJX@@0`줘@.2mȨ@*awh9o@$tf@ FF P@dXY\BM_@t1?$XF@*%|a@@0lae@. $@*s C@$#!8F@.@P;VyF W(h@%)B )@RO? F@W9@@03?N@.`% @*nM@$+ߠ.@@5F @D30@eIB$:@EA?^tf#F@>@@0Gtd@/ +H"@*)+3@$.qkm@/(F +9d=(@=SKB粌@& u?>F@61@@0R>@/C|@*s?x@$)%lF<@eF +=g@'UEB~MRj@8RC?%7~F@صD@@0X=@/S)@*,v@$'s*GE@F Ô&)@ocB; 5@I1K?B/hF@ X@@0]Ê@/.@*w&S@@$]@޲F G@d;CB>AN @W?l?,䁆F@ +@@0`ź@/E6@*m$@$(ZK@"F }/;W@ɝ6NBTSV@eN,?He@.@* B _2@J?N?xv5F@P@@0euL@.sZo@*YjP@#hi@1F0@<%tB!HӨ@@i?ۼ/OF@_@O@@0fL:"@.Y]D@*A +@#}@DD0tFyEE@+GB!Tp@uO?3̭F@p9@@0f+ @.ܛR^@)O\w@#we8@kMwe(F,6 @(2wB$!7:@fN?ZJF@Kp,I@@0`P2-@.y@)[@#'by@uU}F)Ն@!كB$uo,@A?|XGGF@-d@@0_},@.g@)K;'g +@#=@RUSmF^-m|@UEB%"-@dMKX?&drF@] @@0]Syċ@.5x@)D}D@#F9@g\FΙ+@zRB%J@>=h?OrvF@1.@@0[[.Z@.F@)k@"[ @DV5&FJrq@ˆB&.\-m2@/t?zLiEF@Ž?@@0YҐ@.V=@)gA-@"0I@"F}-ω@}4B&@E0@eqsN?%YF@M@@0XJS{@.U=l@)v@"ܚQ0@FtWFo-%@yJ}vB'E^@tր?ВtnF@+mx@@0Ws [@.* +@)kD;C@"~}O@! FiNh _@k-#]B'#Ц@ko?{]"F@`!9m@@0V:K5M@.vǞU@)` @"@@HFl}@\_J/B(h2O@ HA ?&㹞}F@@@0THt@.4-@)T{ @"dz@XFxϷ @NY=B(lV@C?hMF@A9)@@0R+` +@.~c@)H\@"<@z*)WF F@@/{CFB)>=@|K?~έF@@@0P4@.yսo@)=~Iش@"4c@X\wF ߬h@2MwB*4p^_g@rty?*%F@8ׅ@@0NY~l@.s"@)2;V@"EEn@7* F!lRAF@%= (B*lA^@jX?cbF@q@@0LMS@.mֆijm@)&掗@"z&:@EoWF"L%@HmV+dB+vx@K@-It(?W_4F@e@@0J]4e@.hEC@)Gc@"l @8F"v@ \(B,Xt@gK?/NiF@PL@@0HB@.cG@)o)@"^(@F#ToinZ@[ӷB,ީ@ OO? +F@ @@0F@.\祡&@)s+2@"OuA@gF$wT7@mYZB-d1-s*@!?'F@PQ@@0BN p@.T@( )@"@Q@&CT3F$\? @.LjH]/@(ኂ@"2'^Ȉ@hS8dF%eJF@eB.$y@s0B?MF@ \@@0;[@.FQ05=@(d!ϥ@"%}tU@JsKF%~`ܺ@g~Em~B/A-A@D?ٛ +98F@HsCp@@09>3s@.Bn3@(8p @" 4 @8XF& r^4U@9!B/Mvs@K?`EF@Err@@08>`o@.?3&@(+3=]@"!"@,F& |K@8;NB/cD@@?q-F@Ah@@089@.?,@(@" g,r@,Y 'F& @@B/~ z@b?t"F@ơ0@@08}qq@.?=a_@($ݒ"@"4 d@-8WF&A@WB/v7c@闰?JBF@S}@@08t@.?f5O@(t +}R@"_~@.4&F%}@L B/it@[ D;?bF@41@@08+Tu@.?ex@(bO@"lαu@0~LF%Š`6@ĻB/ZŪ4@k?򭩾BF@g@@08@.@. +${@(ؠR@"Ou:T@2aF%?@B/K< +c$@_&?Q"dF@p @@08(@.@j8`@(NG@"@@5O.^F%rT@j"B/::ֵ@9?4~{F@Ἢ@@08 U@.@y@( +M@"C@7)l)F%z^@V'pB/,K/Y@{"?µDF@}oy,@@09 I@.@4?@(ڟQ@"+Y@:-eF%mDE8@AŐB/ N@(檭c?!F@@@09@.A"}@(-u@"@pn.F%A?@[?B/y@nH?kSBF@@i U"@@09E@.Ac@(^$@" Ul|@@"F%y.@B.@@ G?[0xF@1 @@09[/@.A +ܹ@(`p@"!b|@BS"F%}(%P@RB.#ܹV@ J? mNF@x&r@@09ulz@.ApBv@(ݓ5]@""?z@E91F%pn38@LLvB. +~:@!h5?٩ F@2@@09Co'@.A('@(-_676@"#]R)@Gd F%b:˲@CysB.љh*@" ?떖F@K@@09:6@.B>,9\@( +pJ@"$z@J!JF%Tv:;I@w҈B.}:@" ??OEF@E  @@09&@.Bs@(߈ +p@"$yI @LxbF%G8,@wnB.~@#iO?(F@`7@@09$Y@.B>@@(/@"%h3L@Nז~CF%8~@9]B.#+@$?e?3PF@@@0:@.C@(d\@"&ߊ@QbF%) i@į\TlB./]@$i? YF@ !1E@@0:4 wp@.Ce~@(͙@"'4j@T_ؗF%3|h@̀:B.{,6"@%WgQS?1wF@ 9 @@0:KLZ@.Co¾@(jZ@"(蝏@V*zF% D<@ʈS2B.kG De@%H_b?\F@!J@@0:u%+[@.C06@(4D@")P_@YkrF$V.@5S.B.[@&ҿ?$A@EjF@!fw@@0:Ó@.DV @({@"+{@\$JF$`"@o<B.J$#@'?I P?,>rjF@"tĵ<@@0:1G@.D*6G@(+7@", <@^[sF$/0@)ױB.9= @'_i?32ǛF@# X@@0:3,@.DlIM@(P@"-":@aLF$Ή{@dD=B.) &@(.?;F@#Ƈ@@0; ~@.Eg@(rak@".E$@dSF$)@آxY]@@0?.cW@.O!JYؕ@(NFy@"IRgK@UF"u*CC@'B+pK"@:-?S F@3xrő@@0?pMm@.QPsI@)T@"V^@%SxF"˩,4@-RB+/B@>s#a\?HM8F@8kf`@@0@rs7@.U7w@)MC@"e])B@HH3F!\0@=ᴜ'B*vQ1@CRO?Z^}F@<ѭ@@0Ag@.Zj@)SA@"tۨ|@tF C׺p@PDaB)޻@G:?z Z@.i9a@)Ap@"Zj@=FSK@x_KaB'Y@TpR?tןF@LAc@@0FzrI@.oQ>@)N> @"maNs@5 ZFԫ|@\B&X1@X +?;F@Q+@@0GAQ@.teRcb@)[em@"l'@Պ^FqQdT@w_B&Kӧ:@]vZ?~VAqF@U z@@0Hc3@.{K@)hp2g@"}@cQf@fF]@ %'B%N#@bk_[? +#fF@ZY.h{@@0Iu@.7SX@)v1a@"ra@&F@@0G-F@.ĵ6@)!9_@#/<@{F{O!@!B#{@ԑCFvu@m +B"׎7@2T^?)F@,z@@/ xo@.@)X=r/!<@"i;K@n0ļFHH@qB"ϪF@IͪC;? F@,B@@/7bwG@-N@);,@"ϵ@IGFm@3`B"mOF@?fF@om +@@/8ۗ@-}tļ@)scX]@"Y@'u#54FKU@$`_B"3]ڂ@r? _F@l`83@@/Qma@-n4@)@"ǪŅ@F!ūe@Ty%gB"C,@ImJ?#_F@i1@@/jt@-{{;*2@(z+@"2@CmF׈)@WK7B"F>]@+8+&?7|4j,F@X%ؚ@@.݈Ԃ@-O$ @(ɂM@"rJ*4@AQ F'&g@r@<-QB"r [@)_?C&8F@;*@@.u@-%Eg@(7@"["s@jyFo@]^B"E3@B I4?a'Y/LF@4;Q@@.cw@,7Mg@(]Ҳ@"G@Z&%pFaH:@0wPB"@L^C?vݤF@@@.'E @,jI@(~~V@"81Cξ@q'F #6++@ohA`B!$@4Yv?pf%F@MS\@@--(T@,|@(l @"+ŗpr@e)XF \0D@ݣU1B!~#4P@%g^?T$F@z؀@@-I@,|U@(R+{@"N.$@Nu0F ݍ@ 2JBl(Z@{1̐?NJM@@,.$һ@+u>@': '@!K6C@|2$F#*7\@ٰaB! w@8?pFF@{3@@,98"@+| +MF@'X-@!@vߌ,QF#ԯ@J9B!b(@_V?&TE F@xc@@,eI` @+!8@'ʑu@!0@z#ѵF#r@`S犇B!]@ q9{0?ĄC/)F@%Z;H@@,mڹ@+?2N@'?@! +@#%[F#sS@b˼B"E^}@ cn"?h;F@KsQ[@@,p@+nQ@'9)@!ݼ@',uF#ɰ@eB"U@z]11?&%'F@q@@,@NT@+[.@'K@!F@x7F#q,I@B"}Hl/@?tF@e'@@-)2@,$@':޹@!;&5@bF#M&E5@|^5B#b9XpG@$ P5?v?iF@Iy @@-2W@,GSw@(E@! i/@6&F#&MX@9{B#Rj"@Xu~?DF@5@@- @,gsG/@(g@!=&y@2F"9Q@{mB$JA'ֱ@7??8^F@1O@@-~I@,gv~n@(O@!ӠZAz@G3&F"W@9B$5b@A3t?uP6IF@s 2@@.8q@,\Uќ@(2dB@!P@V]F"w]h@|}YB%g@%uh?htF@ +ټH@@.mc/@, h͠@(E)3_@!L@?nRF"g&^r@TTB%dVv@}h^8?2o|F@ ]@@.5@,$ٲ@(OZ@!@9F"K@MB%W@"@?iF@!f8S@@. hF@,I@(DAݷ@!Ȗ2@ibFiF##`@^nB%@ J?D\_F@®@@.xak@,i@(95[B@!r @apiF#eS$@x .B%jB(7@!f?VʹBTF@|c@@.aP1V@,1,@(5{(@!ܜެ@:GF#F2U@Q.SB%2EtJ@"W(G?x>NLUBF@@@.8y^EI@,V @(&eW[)@!ўXn<@,ߑF#v +@d9B$z@#Z?F@\@@.9;b@, @(Z@!@@{jF#c 5@TуB%3襸@%HP?̵DF@4u@@.0:@,X@(!BZ@!D=@}PF#!@piJB%\|O@':12I?c +HF@83@@.dz@,ŊTv(@(4 +@![-8u@sx{vF"i}@<{&yB%C0@(ڐ8?@"jF@-od@@.^[@,딈u@(Kރ{@!은=)@fz$F!$#U@B%)|'k@*i'l?+UF@;0~z]@@.>)-m@-!-@(s ا@"(@P8,F!#L%ێ@ԉP?}B%Х<9@+aD? F@J@@/נ@-N9@(^!@"(6@77F {z5*@g'.B%@-W +?uTF@l+u@@/[/@-|8@(A`/@"A#O@ ) F (8@mB&*4b@/:Y@f?'ͰF@ЇoO@@/W~i@-ٳ@(ώ89@"WҔ@>%{FT@9Y'B&i)b=@1Uқv? aF@!)%'@@/ծEU@-׊%?@(WAX@"jT^|@U+'FK/z@oB'  @4 ?Ro/F@$9A@@0P;@-j#@(ur:@"tzP@XF 2ޏCk@Y&RKB'y@7 3?JF@&ݡ@@0 ,N@. xW@)5u@"rM@HVF 5d,I@ +PB(sb@93 u?~=yIF@(O_W4@@0*@.rʑ@( k@"i>@*ajF!HY6@5OB)2_|b@9!?wF@)::@@07@.=kk@(\~R@"]S@ !ـF!@tu B)?d@:O_L{?^F@)\ynj@@06=@.4iW@( @"Q8U!o@裈WF"v7}@t_uB*NJPt@:Q%i?T_p(-F@)@@0pg +@.7]ۺ@(㥽׫@"EJ6@[CmF" l`@hrwB+!CZ@:Ѯ?AAXZF@)9u@@0[@.FX@(|@"=>M5@⨆F#U9v@Z єHB+:1@:?fOF@))@@0 @. GR@(֒"@"3% @% F#/@LWB,/~@:H?X]F@)O0+@@0g=@. + ו0@(mX @"(ϡM@F$ykH@>;B,yj}@:L?@^F@)ҥJ@@0 HP@.V@(E@"&K,@d-̋VF%ZQ@/ܢ8B-`*<@:޽?-xF@)`@@0 I@.$ @(ֻXI@"dR@FK i F%X@!r{ZB. $@:*?MuF@)N@@0KO0a@-ׁF@(J}FsC@"pO@'#+MF&e*\@vM@B.u&sd@;L4?\ hF@*\@@0Fg;@-#C@(KY@!Y@ ԮF%qpW@%Z`B-,5z@;9L'FT?׮ F@*5k@@0.@-T,x @(> ֓#@"T/:g@(8A F% @q~@4݂[pB-C!2@;P}?f`DF@*Kt&g@@0i@.{$V@(pк@"`@HxF$e>z@C9=mB,@I@;nK"?P7^yF@*fq@@01:@.Sk@(Ę}W@"l@gf|&F#Yi@Nj{wB,*>i@;\g?KF@*[<@@0eXp@.>2$Ͼ@(r ++@"'5y@;2@F#xb@NXLB,y,@;H~? |F@*BqF@@0aA2@. +1H<@(ί6*@")~\@jR oF$K@A+x̤B,@<8-?U2'F@+"@@0|@.j@(=s'˿@" @lRF$@1;mB-9ŧ@A?` 6cF@,E@@0N"@-V%@(h@!Ֆ)@FF)rZ!$@ZZB0f%@=s^D? pOF@,Cpx@@0<4p"@-w@(.D@!ȄG@'F*G8H@0~AB19pV@=y>?7YJ"F@,wC@@06@-݄@({w72M@!U@q/F+ @xB1. Y@= +7?jZ}F@,?@@0 NxE2@->k-(@(r®1@!nP@SPTVF+M@]"cB2衖@>0?TF@,̍@@0 m@-&:t@(iӱg@!Ȃ@5*WzoF,_D`@Ba?oB2n ]B@>zeq?˅g:F@-,QKd@@0 +V8M@-Z&5b[@(aw9@!s]@tF-*D(@']S2B2ja7@>YMH?|ĶF@-q<;b@@0i@-C\@(X%@!X@ EF.dzGV@ ŽyB3CK@?@ ?.knF@-@@0fK@-Hg?@(O@![@z%0F/۫@\`SB3k@?u+F;?'GtF@.iu@@0zp@-0@(GP|@!v#@_F0WCQ~?N@?alB4 2?@?ܔ6?%R/-F@.Qҏ;@@/G@-lH[L@(?@!kaJ @/FF0_@B4~@@,|?֡F@.:AK@@/@-'κ@(7bR @!a%uG@JF1ad]e/@ZaB5pS@@?iD F@.@M:+@@/?42@-Ǟ}}&@(0@!Vx @e`F19 @$U@@ey0B9.z6{@C;5?Z4F@0 :@@/+e@-'w@'Uz@!N@y6FF7]@#1B9Xrʵ@CO?BT2F@0ćS@@/mп@-Y D@'@i@ Uv>Q@['F7פJ@7X[oB:[F*@Cxz.?瞦chF@02,@@/çe@-6EV@'^YH&@ С@=dYF8@@C(B:@D\?̧NyF@0>@@/3@-$ƣ;@'(N@ Z @*^F9kkFR@m3,B;Gkg*@DU0?VF@0- +@@/yo@-_O@'YI@ J@IƦF:A_]@TB<:‹|@D ˁ?峫F@071@@/ࡗ@-b~@'v5@ @jQF;P\G@:h^B<\W@D7P?` +ѺF@0q@@/&@-B@'iA@ Ψ~jD@ OF;3fs`@ {=B=?Bb@E0?lA6F@0@@/-i@-:g@EL>?c%fF@0(n@@/la@-gV@'ຮ%\@ (ɣS@)F=d@V*jB> 5@E[:N?'ߖF@0T*$@@/,U@-̥G@'cCZ@ %@׌$F>y!@U +C'B?. @Eg?>w.FF@0t@@/kK @-!X@'7"]@ I,I@B F?Ҡf@xwB@.c~@Ep?G<MF@/@@/ Đ @-i@'ݔm@ //@`LF@lWx [@\B@3p@F#]{rf?AVF@/Y@@/a@-@'@ J@%*OF@\/@M8FdB@VDӻa@FUr?ryF@.RxR@@/SOS@-*S @'>X&v@ s@ 륀媾FA~J~@siBBAOƹ@FQ?ίF@.T3@@/@-@'6͝S@ +.`@ YFB '-@[I`BAve@Fz?СGF@- ++@@/ꇀHU@-@'Ahō%@ X-K@ ~#FBю@CHF BB:x@@/5[2@-@'l5@ @ #%FC̊\@ki]^BBA!@G9/\?"BXF@+(_<@@/5@-ڝ?@'@ I9@ [&FDoGr@ԂBCV\50T@Gc ?y\F@*)@@/ @-rFp@(t@ Og++@ +0YFED2@4 HBCs \u@G??ز\F@(زG8@@/(Ve@-{[#@( +gf@ Wgr@ +#FE>RI @ BD2c@G7?}F@'xlJ@@/sI=@-,B@(X@ 1~>@ P{֤=FFbF$@AZpBDFF@G?K:WF@% d@@/n@-e[@( J_%@ wn@ ;Ŏ]FGp;@f,PBEwYd@Gbu?\F@$-8)@@/+@.w.*@(-'@ KJ@ JfY3FG=@% BE| +:9@H "b܄?F@"7v@@/|@.ZRUn@(@ j~؞@ <'ҖFHumR@s0BE[3@HBM?8F@ Cl@@/;m1@.#IJ+@(N&)_@ @ FI+%Hk@]$*pBFrw@HdĞ?ўxF@jr@@/a@.3 +ba@(a @ EPmw7@ kJO.-P@(nV@ @ @C:FJE +@5Y%9BGVց@H?ަ9F@@@@/m @.FR,C@(z=+0@ @ =%FKX@)BG +O@HF?̀ >F@ON@@/93d@.K@(@ $@ j8FKdg9l@ hBG"q=@HXuZ?PIF@N@@/{@.O}w[@(C%W@ YI@ +녊R;FK1@&BHV@HPŕ?lNF@ 4<@@/o@.R\@(݌o@ :D +@ +fFLYo@BH@!٠W@Hb?Q9֞F@9]@@//pv@.V>N/@(kZq@ I@ +h˳jFLU&@ BH^f*8@Ij?,?#@F@ Y@@/H\@.V؋@(a@ 8@ +x3qFL Y*@b ĭBH@I VĪ?ȼ,V,F@ U(@@/x8@.Z ˱9@(N@ ݰ@ +k>FLl@|< |BHEg@I=?+~hF@ +eRw@@/ט*{P@.\@(aJ<@ \@ +^'FMKmY@CBHE@I /n=L?X~.F@ Ҕ[@@/X@.^=@(b(;_@ ݎ.@ +YFMVG@DBH|}@I'e ?.F@l-)2@@/͊@.^V @(t@ @ +ämFMew@/)BI7 h@I-WC?;F@^\S4@@/ EG@.d銚@(0lҍ@ Fq @ +fcFMSؖ@0ZLBH8B@I05o ?`,F@ r@@/*c@.\6@(:R@ }5 Y1@ +~hmN9OFMcq.j@ىfBHFP`C@I23n?>F@@@/ՄF@.\ ,@(^8@ }7W@ +zZFMlA@m[2BI;@I7AB?.F@@@/۬#@.c{ +"|@(:@ ~@ +b眠%FMܱkM@Ks BI8q@I:.5?,1F@o@@/%1A@.bF$(@(]1@ }r@ +bx$FNG@];BIPA*@I=ctAl?ńN:F@ᣴ@@/Wȗ@.dFOe~O)@0?zRBJ^`a@IW U5+?^F@ӁXD@@/\މ@.{ @(ŧ\@ {R@ +FmFO&l@ŭNBJ_5/@I\m ?37F@L@@/l@.8?c@(Qj9 @ !@ +&4cFP+c@"6r~BJfq@Ie9J?]F@ M@@/2Q@.1@(༢zG @ Q3%@ _PMFPYwE@7^֧BJW8{4@Imj?0.F@*k@@/>|S@.JE@(` +@ !@ ᲶN7FPq*@NBK +@It?(p +F@X@@/ቕ@.<@(> @ xÝj@ :џFFPK@$OBKg^H@I|UԎ?=]lF@\f.@@/Ÿ@. W @) F:@ 0@ )겉]FQ Ҝ@+tBKw/?@Iq?d?\F@%r@@/P\@.WmAd@) mRC @ NfR@ ;1FQBecn@\?HBKuI>@I?1SF@w\x@@/f@.@)*>1@ ׵a@ hdiFQF@3@@/@.xQ@)AĺL\@ re}@ [ķSFRg @YNiBMGX{A@IS?LT:'F@䰣/z@@/eKjv@.Igi@)OqOx@ 0@ =*FR$Y@G^mlBM-~@I%;?kcmF@TO@@/1n@.w&@)`P@c[b@F]O%& &@g(iMB7_%-?z@Kd>V?£F?p\1@Y@@$x@%{ @"= 5@of4@<|[zF]a@3ȇB647){F4@Kdir?ծlΩF?%A@Y@@$Ë> @%l@"<1@|Y@uR%F]Пc@j$^}B5V^@Kd6?Cx8F?Q} @Y@@$p@%^"8 @"<(*@S@ mF]{]V@ B4 /@KdP?ɱq<\F?z@Y@@$w@%Q5;@"=>@}?@> KF]ZΤ@E/B3@Kd? ʶF?FFUO@Y@@$"\S@%E)O$I@"?g,$@a@)dmF]G9o'@<]cB2unR@Ke?GMF?%0@Y@@$kBY@%:Lt@"Al@x@iSY{F]@_g^B21O@KeDKP?~)ҺF?;-u@Y@@$Xg8@%0q4t@"Eb.@q@1~F]~@!dmB1{X3@Keo?յ:XbF?f[@Y@@$FI@E@%'y鞥@"HsMI@za@*SF]y@!2YB06H@Ke?JF?0@Y@@$5OC@%9@"M@2d@1/`&1F]t= @9UB0$,N%@KeE?#[ch3F?Ѫp@Y@@$%ssMo@%@"R܀@"f*@v0DF]pR)'1_@$0B/f J@Kej?ZkPF?$ܥ@Y@@$4"@%@"Xn@&M\@BF]k@]0B-*~:m@Kf2?ޑ|nbF?Gq@X_F]g(%{E@YӃfB,޻Q*@KfJ??dFzIAzF?@Y@@#fw@% aq/F@"fh@W(@Q F]b5g@3B+RmG@Kfu?νF? @Y@@#tA@%9@"nYB6@rCH-@ѾF]^/@(B*rE@Kf?VF?]@Y@@#D!@% +z@"v1.@@|#&cF]YnyG@eeB)ja{z~@Kf:L?B*F?@Y@@#ܶ@% ;@"ˏ9@ 4@7mF]Tܬ'@5KB(l!/g~@Kf?gF?d6@Y@@##q{@% +@"`@zi[@(ZQF]PKmF@-A %B'wZՕj@Kg$?M8F?}}J@Y@@#̇"!@%8@"@俑g_@졲IF]K4A@ܷYݵ-B& ^@KgP4? x 'F?2<@Y@@#G4p@%m;@"93b@@)n*F]G+@2&fB%sjU@Kg{g?%M*F?r"J@Y@@#s@%>`]@"uZ@#@L@|-F]Bv@tB$Ҭ@Kg.?@^[F?L7@Y@@#Gwr@%gMcI@"75@C#]@yCF]>U@6B$]> +.@Kg.?\vU`F?Sg{@Y@@#Sf@%{UM@"{dS@e 0@&t^}@% .I=@"?+5w@ 3\M @|7|F]4@m̹^B"y>Hw@Kh*?/+F?\Y@Y@@#ӭ @%&<@"(9@@Ԅ&2F]0gص|@7`B!1@KhV)H?|F?s,@Y@@#ؽ@%õ]@"8C@͎j+@ -#o?yF]+o Q@]&B!j0`@Kh?+ûF?)Q2r@Y@@#V{$@%hM@"he0@\@ ȈJF]'QQ@wB d4@Khz?动$F?˞@Y@@#;%@%![@# l@w@ mn F]"ǻ5@%%sBk@Kh#?f*F?F @Y@@#8Qq@%(8 @#!?ʯ@<@ += GPQF]>pqE@Č/BFSA3@Kid?AѾ]uF?Iwe@Y@@#)@%0]@#$d;@bźG@ +-]1F]ګZ@Ys*BvD@Ki0u,?|F?:[@Y@@#vc@%8@#4ag/@ -Y@ +wF]-)@aS Bp'o@Ki\?)O;5F?P$t@Y@@#1@%A߫e@#DK͊@ۦ@ UrF]y@a7BL(@KiƸ?|lF?j/.@Y@@#e@%KVS@#UTC@-;@ F] U 2@=䏜BԺ@Kio?E:̶2F?(@Y@@#Am*@%Uր@#fkj@Y@ >cF]n@ƯpEBդ@KiG? sbF?$l{@Y@@#Ƒ3@%_!@#xK'@,.r}@ u;F] +O@#P+Bճd@Kj + ?`J0F?@Y@@#̌P~@%jU@#,s@VkE@ ^ F\&@Ǚa?BCk7A@Kj6i?uF?@nc>@Y@@#,Q@%vcKS@#kY@I@ :eRF\ :@ڿB$@Kjb?|3ǩF?@Y@@#p(4@%N:@#5<@#@ |CߕF\P@ȍ„B%@Kja? dƔF?Gp|@Y@@#R딭@%.Z]@#Fa@HP@@F\Lڟn@ R;BRiH@Kjd&?E F?`@Y@@#_@%Qs#@#a@$q@ϫ ҄@>9F\Ϣ@!B +7SH*@Kl?F?,_@Y@@$lE@&J-@$@P@ ܅%@tf:F\#}@hB 1;@KlMx?<5YF?EjG@Y@@$zvz@&\-@$ +;@<[o@3F\@1nvB5of:@Kl@?YtNF?9BZ@Y@@$)H@&n8@$@npIL@nYF\2XN@Є] BBl<@Km?X9F?M: @Y@@$1@&`@%#C{#@WE@?wphF\ @IBZ8 @KmHG?FF?]@Y@@$S@&zAk@%@'ݼ@OT BF\Cb!@.7njBzfL@Kms?s0{gF?/L@Y@@$2@&UuN@%1:Zl@ bvt@F\$-@цBİ@Km\@7F?m@Y@@$"Im@&29}@%I1^`@ k@=*>.F\WwLde@t:~.BN(@P@KmB@GWAF?#$Y@Y@@$=^9"@&`l&@%a3 O@ 7Xٯ'@:ǽF\{@; wFBff@Km@gva~oF?؞@Y@@$3O@&}@%yɜ]@ Qplʹ@.tUF\n1X@ҙBPD@@Kn"@FF?32@Y@@$͝2@&@%|0@ kA@fg" }F\R@47B/\@KnNUqY@WZF\|~@XA*@Ko(V@~QF?:@Y@@%r}@'|9&o@&)e@! c@y@/F\xS/@\ }IA,@KoT1@`q,F?r/aN@Y@@%8c@'禚3@&B"@!'mÿ@mU(F\sWM[@CAsV@Ko@ ?{F?9윍@Y@@%k@'!@&\h}L@!C"@0`F\ovTI@8mAy@Ko@SeF?g @Y@@%b`t@'C@&wi:*G@!^lnޜ@jMF\k `$@֪J_.A'>@Ko+t@6(F?v0@Y@@%[9C@'b嚚@&Mz@!zIzp`@W^F\f4v@0hA5$@Kp<@9nF?Z[4d@Y@@%v@'7R@&3@!7\@S6F\b0E|@הfwAT@Kp.}@' F?Qw6@Y@@%9ǧ@(@/@&]uo_@!i +@.eF\]d|x@ 1LACs"@KpZ%@n 0*F?P@Y@@&B!@(c@@&Qg@!с@TտF\Y\V(@؇ +6A?d@Kpΐ@8OF?z, @Y@@&e@(8.0*=@&H@!+70@+F\T]@cNA$B;@KpwX@hȕF?0Ea\@Y@@&49@(Puxl@'_( @"l;;@̍F\P,F@مUAYA[]~@Kp @CMXF?@Y@@&J䏪82@(iUy +@'2?h)@""r@UJF\L-C@!3At3p@Kq@1!;F?:t@Y@@&a'%@(4s@'M"+@"?DVư@A7y=F\GWF@ڌA߮9҄\@Kq4q@yg&F?P~@Y@@&y4=n{@(D.[@'i%:9@"[@}r07F\Cg i@ YA,""@Kq`s@ 6nF?/N6@Y@@&TW@(Y@',%@"xQ^@:*:F\?ԓM@۟,AAtHT@Kq6@^ߙF?W@Y@@&oK@(򠕳@'Log @"OC@'KGkF\:KU @,jpѴA!@Kql@*8F?q$)X@Y@@&b{M@(SW@' -9@"1%t@18RF\6Bp @ܼzeEAz@Kq@쨺}.F?&HW@Y@@&،@᪱@)VX+@'m@"*Ծi@mmF\1B@OjIFAIHS6@Kr@3J4GF?@Y@@&/> @)Iy@'#(@"<<5@[.F\-@J A$-׏}@Kr:fU@zqF?rO,@Y@@' ~7@)5g_@(P,]R@# e@>F\)##@~)L]}A W.*@Krf@VkKF?G @Y@@'"Di@)OS@(,m0@#&x9@"F\$D @O JAhL+@Kr@:\F?Ml|@Y@@';;@)j+@(I@#C`@_`F\ hU%L@߹$Aސ@Kr`@OƎF?@Y@@'TcVvK@)mD@(e(][@#ag?c@o=F\ Y@- AO@Kr p@ +\F?g}(D@Y@@'mZQ:@)o1P@( !f}@#~|@i~LF\nc@dX>A +nj@Ks:@]'wF?B@Y@@'?j@)P@({@#~3@SǁF\SI@ŏ#|A(c(#@Ks@Z@ #<F?r@Y@@'iR@)WK@(mg@#)AJ@SYF\<\}@*vWwAJ]@Ksl@ jnF?q@Y@@'?zs@)8"Б@(؏@JG@#_@ eiF\ +'?R2@႞FAuÇ +T@Ks@ ](ZF?=fK>@Y@@'ݒ@* 뗜@(`P@#@|@zqASF\Ex@'\xAX@KsUV@ zlF?M @Y@@' +;Oy@*'XA'v:@Kt@ +D F?](t@Y@@(#4iy @*^|2@)M FJ2@$O!-@mJRF[=Ȉ@(Aqp@KtFO@ +(5F?PP@Y@@(>R@*zLS/@)j|G@$mYb@H0F{F[:y@Tg A^Ȟ;@Ktqo@  .x%F?\@Y@@(Yam(@*:@)6T@$gu)@<ޢ}F[G/@dM mAe@Kt8@ Z^F?~Eq>@Y@@(tU񯳚@*GZ@)w25@$#h@AI"F[;p@5A~B%@KtI@ NF?3λ@Y@@(nK!@*qeV@)@$q@o0)\F[澅f@ +yAݿu@ @Kt@ @kF?:M@Y@@(`˧@*.@)&@$K@}ŰF[㒸XC@#Aܕ䎇@Ku @ /oLF?흞@Y@@(@+-@)|99@%>uJ@F[?^@V@Awa3+@KuLDR@ vF?T/)@Y@@(bx@+#T@*`.O@%# @:lqqF[se#@$K;Ae0jr@Kuw@ hF? p@Y@@((@+@3S@*:J~@%BH۞@xNF[֚@3RCA](,@Ku@ M HYF?휿$gy@Y@@)~@+\67@*XGun@%`P׷@tF[IU%e@3PA_rs@Ku>@ K1fF?tsc@Y@@)4V @+yt|@*vV@%¡A@2^һF[3U@Akiq@Kuq@ @F?*e@Y@@)Pǩ\@+fa@*w1@%G'- @4.F[ɨx`@玺aBAց_W@Kv&4@ UF?ߓOl@Y@@)l9@+@* Ep@% bW@s-ϹF[YS8OV@/AՠA~_h@KvR8@aNfF?훕 y@Y@@)L@+Юg@*>@%.L@LF[ +x@ ]CDA4@Kv}@fF?J+@Y@@)rP@+}`P@*>,@%@@+bF[@_cAq@Kv@КF?@Y@@)Q@, r/@+ 8@&O4f@0F[oUqe@1A0PQ@Kv3Q@c^F?횵}@Y@@)p|9\@,(yz@+,Cz@&8-@oh]F["6@YAp_2,E@Kw@;qRF?jud@Y@@)q @,E @+JG@&W>@UعF[֭/;{@ꆌkAѷHB@Kw,@V2F? q@Y@@*C+!@,coYWA@+i)8@&vŔ@d7F[Yd@/[3+AOB@KwX-@:F?R>I@Y@@*4W%@, d4@+vr@&΋@ 5ZF[@]:@똇fA\a@Kwn@F?홋fr@Y@@*Qr1@,p@+xg@&B@ 6*IV F[L@%t~AqsS@Kw6@+zF?@.@Y@@*nc@,y@+4|,@&ERK@ VQzdF[[(+@쵐:1EA6 @Kw'@N9vF?[G@Y@@*_@,OS +@+^@&I@ v8F[dfm@H^Ab@Kx@rfTF?혫 1@Y@@* ͮ@,7@,^R@'ӏ3a@ ͝F[@AEW<9$@Kx2y@ F?aPy|\@Y@@*[L@-2@@,!] @'2*~f@ )3F[Y@v{:A1䓿}@Kx^"Q@K(EF?@Y@@*@-4?@,@3@'QQ{@ ՙ=^F[G@hAi@Kx@ܽZHwUF?EV"@Y@@+<@-R^`c$@,_THi@'pqTy@ ~ԑF[HG@}{ATA$@Kxs@/hF?헁~@Y@@+J@-p[q@,~]@'m@!k|o,F[O1v@)CAɴ:@Kx@#ꇃYF?7:2@Y@@+b@?4+F? @Y@@,,Ez@. ],y@-`@(.d,@"55CF[^;@OzA@Kzj @bs{1F?픘H@Y@@,J;+@.q@-ģ@({T@"V ک]F[Zr0@%A +@Kzl@5F?N @Y@@,hR[6@. +.7@-@(/@"vU[F[V4@_2}AEeч@Kz]4@PF?|=@Y@@,Sap;@.ߎ@-ԺL'@) m@"CF[Qֵ@~NapA}L>@Kz@KqXF?퓸a%@Y@@,K +@.>@.9 G@),@" |F[MD#&@3WAVWL@Y@@,U@/&@/]U@."gL@)m/ͫ:@#XMX +F[9PH@pA8 S@K{@RF?x[@Y@@-]_ @/ ) @.Y6@)xM̸@#xpF[5: +@AO4|<@K|l@D_pF?푯PhDh@Y@@-|d% @/LqP@.&EC@* k7@#暨F[1b@h0Z7/ApEΘ@K|JL3@菌XF?d@Y@@-]~@/.O@/>/@*,,2@#m"F[-ri@|(;)Ad4P@K|u@  >hF?EEb@Y@@-wd@0 us/@/3j`e@*L0Ó@#lmF[)X)@[Aa>@K|@/t)F?ϿI@Y@@-w)@0%;@/SX3gg@*lM@#DJh)F[%iE@yxwJAj5~@K|F@ReFF?퐅:#@Y@@-s +@0* @/sI0@*q+@$F[!qށ@P?OAH._@K|R@vXd{F?:@Y@@.M@0:[6@/l>Q@*@f=@$;-`jF[N@q@+Aa61&w@K}$@F?/@Y@@.6Y@0JR˱,@/@*w,v @$[j}F[!@8 Aᷣ@K}P@@==F?폥pv@Y@@.UM@0ZB`&@/Ӑ@* +>T@$|'OKF[Sy@HA8U@K}{@௅ +F?[#o@Y@@.u(=I%@0i.%b @/@+ j/@$?F[Ì/U@ԩmA-j@K}l@!hF?Nm@Y@@.mEJ #@0y@0 G(P@+.;1OҖ@$2r F[ "t$$@$A^@@K};7@'F?q@Y@@.-il@0zC@0v|@+N@E@$ݽBF[ N?S@AR$A]dh@K}@K^eF?{,{@Y@@.Fx@0O@0)Xf@+n}@$MM F[@kf|A^.k@+R(@%9doFZw.f9}A%lAU@K~/@AƥF?XZ@Y@@/p{ Cȿ@0ŷ@0z]p@,f9@%Z {FZ4\ AxusMAH8@Kب@¢>F?팼q,@Y@@/ +r@0|Q@0N(t@,16S@%NFZ6Do{A̭ěAsɈ@K0m@C&VRNF?q6^@Y@@/Mt@1@0钌N@,QS+@%\FZfA"9A@KZ6@f_F?& +@Y@@/d/M@19@0M@,r*H@&cDFZ%4Az2<oA$9@K@ +F?Un@Y@@/n1z@1(@02@,W@&$aYFZ}zAӑMcOAS8@K"@}/5AF?틏;]@Y@@0i$@18 +@0ra@,-(%@&D'CFZ\gtA.u~A=fp@K@wQF?D@Y@@0K@1H-.@0L9x@,ӴZ:!@&eE/sFZ=ՁxAA},- @K +@an83F?Ee@Y@@0'1x@1Xi%=@0|c/^)@,?| @&@c*'kFZ A8A%,t@K,X@F?튭@Y@@076@1hԏ@0uS@-|@&ҟkFZ!KAK@Azzƌ7@KV>@;FO`F?b@Y@@0G2?@1x L@1 x@-5a?AD@& iFZBAԏAT9i@Ki@^(F?4S@Y@@0VH@1A@1宿@-Uj@&QFZMA쐻cAn]@K@*Y^F?ͺ@Y@@0fH%@1̆*@1,TmS@-vbu@' JSFZAy-Q{A>=)jyu@KC@'zJF?퉀~1{@Y@@0v6@1N[@1~@'J]f&FZALuPbAFYӸ~y8A +nq'.A;e"v@K9@z0pF?(@Y@@1N(]׶@2Z5@2F@/M>h)@( FYt-&A +:A,Su(@Kd@F? 5@Y@@1_]\l@2*@2(%mC@/p)F@)2FYz bA CͤAh@K@ +,F?7H@Y@@1pE'@2,@29“@/RD|@)(#>FYuA ٕAe@Kܗ@u F?s{@Y@@16$@2q0c@2K+U @/li@)K,izFYO:7A @8F?@Y@@1@2"|f@2\@/!^h@)opޢ5FY%/(A , A7S@KΥ@5gF?-@Y@@1^Χ +@2+q,@2nW@/;@))FXMA X-2AN@KfX@\F?F@Y@@1GY@2Q@2P4@0-Ҵ@)rFXC AXZFAvB@KY@O^F?$(@Y@@1Z]@2>|j@29mS@0#y}E@)ܛDnFX,[A7]A]!S@K?@]F? h@Y@@1ۡ v |@3my@2J$@05Z%@*!FX^91AlAz20k@K@,qF? G@Y@@1ֻy@3!Œ@22.@0H0@*&Z.FX$"EAy0PAw@K@0F? D@Y@@2f@34{A4@2{L@0[NV=S@*Lx61fFW6vAjcA~L @K@4 )F? fru@Y@@2P @3GP4;Ά@2!@0nF;@*r&FW!)MA;LAˌ@Kr@G*O6[F? Rp@Y@@2&Q G@3Zb#A@2"^@0{:`^@*' hFWXBcAζkA5@Kh@ofP",F? [u@Y@@294cU@3mvS@3u}@0z#~@*Cĸ$FWy +Ag϶A~`@K@:jF? 6BU@Y@@2ME1^@3vP:@3@R@0X@*nNFVm>A3fA[@K@n0F? +&@Y@@2aI@3h%f@3,h[7'@0~@+JzFVM>AW7DAB+R[@KN@뜞XF? zG@Y@@2u@3@9@3@\@0Ѥ"&o@+9ۈFUwAqe"AJem@K@Xn3F? =yE@Y@@2d@3-'@3V Qf$@0\?@+d*FUkwA̕XAmS#@K@A=F?J@Y@@2$Ut@3ԏ{W@3k +z@0hDrC@+FT\ A(RbA}@K-:@nKVF?K@Y@@2L*@3 |u@36/"@1{a@+MY}5FTTF1AP(cwA| WYY@K@F?¥@@Y@@2,7@4Nn@3x@1)JY@+t +UFSgWQAޓ8GAzAV@KZ@ZIL>F?@Y@@2^ @4sw@3C~@1A~iI:@,FR!|=A7J(Ay9B@Kd@mFF?a@Y@@21R@42^<@3õy"@1Z@,LZ4:JFREASAwk0@K;L>@*Nm +F?A96@Y@@3v\@4L E@3㕢 +c@1t},([@,$FQ3\VAp5ǒAvFg@KGt@[\:F?<a@Y@@31P@4f"@3*ܷ@1W@,gC/FP67A ;Au_eGZ@Kʓ\@bz׸gF? @Y@@3Lzy@4@43~@1'sQ/@, ?FNS{C|AW9AtA\ *@K @"mF?kk@Y@@3gI@4Klx@44$n@1r==@-!mKFL1N|A}7AsBz@KӋO@ӼF?A P@Y@@3@4f~@4N"S!@1/@-UH:FJA>NArey@Kp@ d$DF?#@Y@@3"Pc@4;۹@4fz@1^@-oFH&cdAsAq賬@K٪@0 _wF?@Y@@3W\/<@4"7n@4|ĝ7)\@2 ¼ T@-ݟ )FFV̉AO"նAqAx@Kd#>@Md^\lF?@Y@@3@4e3@4Y@2!V}@-DFDQ SoLAlFApA@K*8@g} F?7 +@Y@@3E&$@5 + +k@4ZF@22"@-гFC0@(AJiAp1Zz}@K[,@~p:ZF?ZH@Y@@3j:s@5D@4Jy2@2BB<@.35FAӠòkA" OAoZV>@Kh@@A7DF?kL@Y@@3jA{?D@5(&ߕF@4 +G7@2PB@.8lUF@et##AvAo}q@K_@GBF?f@Y@@4@553F|@4@2^@.S:EF>䩝AƯLb9An36@K$@ o]F?=&!@Y@@4 Sf@5Bkq@4كPd@2jpnp9@.lSF+@2v&u:@.sibF:)DPAaMAm@KGͤ@ҬF?հ@Y@@4$DG@5XWx@4VP@2:8:j@.etxF96AA,8HMAm.`L@KM*@5F?.@Y@@4.@5c[JZ@45@2a`@.K aHF7|w=RJA[fAlϒu@KH&@u|F?~@Y@@48eDl@5m@5@2(<@.nF5TAVAlv{^@K"/@"uF?x^@Y@@4B?@5w^_@55P@2!@.qaF4d?AZAl"R/@Ku#(@_F?A N@Y@@4Lq j@5i;@5<z@2 / @.!F3>ȴb۲ATOAkҢ%.@Ku@ + lTF?>@Y@@4U;@5_ฒ@5!l@2bs@.Z>F2,l6@@(oIF?$ب@Y@@4e˙X@5#`@5V@2L{@/e*F(i8hAܮC3AibkP@KS@HϦKF?1Hp@Y@@4"\}j@5gO=@5_M@2F{x@/v`aF&ە'buA٪nAi@KlV@Q^YwF?@Å@@Y@@4"@5@5gn^ @2ؒ@/}F%s|PAux~VAit@K@Y-F?R@Y@@4y +*@5٫_y@5pybi}@3 3.@/F$RDABo\LAi8v@K{@b.߆F?gSV@Y@@40@59}\D@5xΟ+@3 jj@/g5fA~F"ے9A4AhuLD@@KѲ$@jYS|F?~@Y@@4]6@5긳=@5kԇG@3-@//m,`F!!IAJAhN"^ @K 4@qF?@Y@@4[–@5&ĕ@5@3MI1@/F ݜޮXAMbAhH@K-j@yXF?@Y@@4xFD@5o@5,P @3"@/ZfFHAzCAhT@KcKM@so,F?M6@Y@@4tqp@6JM@5`v@3*|r@/F/˂*AIڀAhSu&@K@x-F?G(@Y@@47*@6 @5s x@0eQ@F }A +\U73Adc /@KZc@ dFGF?z@Y@@5k @6OSv@63Q +M@3Îg2@0 oTDFg ;A +kAdvG{@KtS6@ F?rM=@Y@@5s3@6ϦP@6<AVi@@3U@0P1%FPhƪA ZԊAddL@K?@ .4iF?t@Y@@5|Ww@6m@6D@3x*T@0.*|E\XBA xLAd3@K2 @  *DLF?m@Y@@5"+@6,@6MWJ@3Ov,@0dp'E_SA .˟Ad](@Ki|.a@ @%F? @Y@@5rD@6 @6Vٜh@3@0AEA}BU+Ac7F{q@K S@ $bF?%;@Y@@5aSn@6&<@6^:@3Ђ@0fE+`9 A8AAc-D@K@ !;F?*f\\@Y@@5KJ@6@6gޭ @3q@0jkEsCAXFc{Aci YB@K8I@ %*.F?0@@Y@@5#͵@6<ݸ@6p`@4n@0ʎrEwyA:Q+bAc71D@K&`@ *LifF?6A@Y@@5 XB@6;/@6y )@4 S*4@0i5?EA+; Act@LPP4@ .xF?<ߐB@Y@@5䳎@6}.@6@4)nr@04rGEgC]4A߯oAbֲ~@L m@ 2]ڬF?C^@Y@@57@6b@6m4@4KGA@0󬢷T;k \ No newline at end of file diff --git a/spisea/loading_jlu_file.py b/spisea/loading_jlu_file.py new file mode 100644 index 00000000..90a02459 --- /dev/null +++ b/spisea/loading_jlu_file.py @@ -0,0 +1,119 @@ +import pickle +import sys +import numpy as np + + +class dat: + datin = "Container of Data" + +def load_klf_by_radius(rmin=0, rmax=30, mask_for_log=False): + pickleFile = ('%sklf_r_%.1f_%.1f.dat' % + ('/Users/jlu/work/gc/imf/klf/current/', rmin, rmax)) + _in = open(pickleFile, 'rb') + d = dat() + d.Kp = pickle.load(_in,encoding='bytes') + d.N = pickle.load(_in, encoding='bytes') + d.eN = pickle.load(_in, encoding='bytes') + + d.N_ext = pickle.load(_in, encoding='bytes') + d.eN_ext = pickle.load(_in, encoding='bytes') + + d.N_ext_cmp_sp = pickle.load(_in, encoding='bytes') + d.eN_ext_cmp_sp = pickle.load(_in, encoding='bytes') + + d.N_ext_cmp_sp_im = pickle.load(_in, encoding='bytes') + d.eN_ext_cmp_sp_im = pickle.load(_in, encoding='bytes') + + d.KLF = pickle.load(_in, encoding='bytes') + d.eKLF = pickle.load(_in, encoding='bytes') + + d.KLF_ext = pickle.load(_in, + encoding='bytes') + d.eKLF_ext = pickle.load(_in, + encoding='bytes') + + d.KLF_ext_cmp_sp = pickle.load(_in, encoding='bytes') + d.eKLF_ext_cmp_sp = pickle.load(_in, encoding='bytes') + + d.KLF_ext_cmp_sp_im = pickle.load(_in, + encoding='bytes') + d.eKLF_ext_cmp_sp_im = pickle.load(_in, + encoding='bytes') + + d.N_noWR = pickle.load(_in, encoding='bytes') + d.eN_noWR = pickle.load(_in, encoding='bytes') + + d.N_ext_noWR = pickle.load(_in, encoding='bytes') + d.eN_ext_noWR = pickle.load(_in, encoding='bytes') + + d.N_ext_cmp_sp_noWR = pickle.load(_in, + encoding='bytes') + d.eN_ext_cmp_sp_noWR = pickle.load(_in, + encoding='bytes') + + d.N_ext_cmp_sp_im_noWR = pickle.load(_in, + encoding='bytes') + d.eN_ext_cmp_sp_im_noWR = pickle.load(_in, + encoding='bytes') + + d.KLF_noWR = pickle.load(_in, encoding='bytes') + d.eKLF_noWR = pickle.load(_in, encoding='bytes') + + d.KLF_ext_noWR = pickle.load(_in, encoding='bytes') + d.eKLF_ext_noWR = pickle.load(_in, encoding='bytes') + + d.KLF_ext_cmp_sp_noWR = pickle.load(_in, + encoding='bytes') + d.eKLF_ext_cmp_sp_noWR = pickle.load(_in, + encoding='bytes') + + d.KLF_ext_cmp_sp_im_noWR = pickle.load(_in, + encoding='bytes') + d.eKLF_ext_cmp_sp_im_noWR = pickle.load(_in, + encoding='bytes') + + d.comp_spec_ext = pickle.load(_in, encoding='bytes') + d.comp_imag_ext = pickle.load(_in, encoding='bytes') + + if mask_for_log: + # Repair for zeros since we are plotting in semi-log-y + d.eN = np.ma.masked_where(d.N <= 0, d.eN) + d.N = np.ma.masked_where(d.N <= 0, d.N) + + d.eN_ext = np.ma.masked_where(d.N_ext <= 0, d.eN_ext) + d.N_ext = np.ma.masked_where(d.N_ext <= 0, d.N_ext) + + d.eN_ext_cmp_sp = np.ma.masked_where(d.N_ext_cmp_sp <= + 0, d.eN_ext_cmp_sp) + d.N_ext_cmp_sp = np.ma.masked_where(d.N_ext_cmp_sp <= + 0, d.N_ext_cmp_sp) + + d.eN_ext_cmp_sp_im = np.ma.masked_where(d.N_ext_cmp_sp_im <= + 0, d.eN_ext_cmp_sp_im) + d.N_ext_cmp_sp_im = np.ma.masked_where(d.N_ext_cmp_sp_im <= + 0, d.N_ext_cmp_sp_im) + + d.eKLF = np.ma.masked_where(d.KLF <= 0, d.eKLF) + d.KLF = np.ma.masked_where(d.KLF <= 0, d.KLF) + + d.eKLF_ext = np.ma.masked_where(d.KLF_ext <= 0, + d.eKLF_ext) + d.KLF_ext = np.ma.masked_where(d.KLF_ext <= 0, + d.KLF_ext) + + d.eKLF_ext_cmp_sp = np.ma.masked_where(d.KLF_ext_cmp_sp <= 0, + d.eKLF_ext_cmp_sp) + d.KLF_ext_cmp_sp = np.ma.masked_where(d.KLF_ext_cmp_sp <= 0, + d.KLF_ext_cmp_sp) + + d.eKLF_ext_cmp_sp_im = (np.ma. + masked_where(d.KLF_ext_cmp_sp_im <= + 0, d.eKLF_ext_cmp_sp_im)) + d.KLF_ext_cmp_sp_im = (np.ma. + masked_where(d.KLF_ext_cmp_sp_im <= + 0, d.KLF_ext_cmp_sp_im)) + + + _in.close() + + return d \ No newline at end of file diff --git a/spisea/synthetic.py b/spisea/synthetic.py index e6249bca..e9e7a48c 100755 --- a/spisea/synthetic.py +++ b/spisea/synthetic.py @@ -12,8 +12,8 @@ from pysynphot import ObsBandpass from pysynphot import observation as obs import pysynphot -from astropy import constants, units -from astropy.table import Table, Column, MaskedColumn +from astropy import units +from astropy.table import Table, Column, MaskedColumn, hstack, vstack import pickle import time, datetime import math @@ -24,17 +24,26 @@ import matplotlib.pyplot as plt import time import warnings -import pdb from scipy.spatial import cKDTree as KDTree import inspect import astropy.modeling +from astropy import constants +import pdb +import copy +from scipy.interpolate import LinearNDInterpolator +cs = constants +un = units +c = constants default_evo_model = evolution.MISTv1() default_red_law = reddening.RedLawNishiyama09() default_atm_func = atm.get_merged_atmosphere default_wd_atm_func = atm.get_wd_atmosphere + def Vega(): + + # Use Vega as our zeropoint... assume V=0.03 mag and all colors = 0.0 # These parameters are defined in Girardi+02 vega = atm.get_kurucz_atmosphere(temperature=9550, @@ -53,7 +62,14 @@ def Vega(): vega = Vega() +class BypasserContainer(): + description = "This is so vectorization doesn't think that I'm an array" + + + class Cluster(object): + + """ Base class to create a cluster with user-specified isochrone, imf, ifmr, and total mass. @@ -82,8 +98,12 @@ class Cluster(object): vebose: boolean True for verbose output. """ + + def __init__(self, iso, imf, cluster_mass, ifmr=None, verbose=False, seed=None): + + self.verbose = verbose self.iso = iso self.imf = imf @@ -93,13 +113,884 @@ def __init__(self, iso, imf, cluster_mass, ifmr=None, verbose=False, return + +class Cluster_w_Binaries(Cluster): + """ + Cluster sub-class that produces a *resolved* stellar cluster with + binary evolution accounted for. + A table is output with the synthetic photometry and intrinsic + properties of the individual stars (or stellar systems, if + mutliplicity is used in the IMF object). + + A second table is produced that + contains the properties of the companion stars independent of their + primary stars. + + Parameters + ----------- + iso: isochrone_binary object + SPISEA binary_isochrone object + imf: imf object + SPISEA IMF object + cluster_mass: float + Total initial mass of the cluster, in M_sun + ifmr: ifmr object or None + If ifmr object is defined, will create compact remnants + produced by the cluster at the given isochrone age. Otherwise, + no compact remnants are produced. + seed: int + If set to non-None, all random sampling will be seeded with the + specified seed, forcing identical output. + Default None + vebose: boolean + True for verbose output. + + ==================== + + """ + def __init__(self, iso, imf, cluster_mass, ifmr=None, verbose=False, + seed=None, tests='mass_current'): + Cluster.__init__(self, iso, imf, cluster_mass, + ifmr=ifmr, verbose=verbose, + seed=seed) + # Provide a user warning is random seed is set + if seed is not None: + print('WARNING: random seed set to %i' % seed) + t1 = time.time() + self.iso = iso + self.verbose = verbose + ##### + # Sample the IMF to build up our cluster mass. + # NOTE: I have adjustment factor in place + # in order to account for the amount of stars and star mass that + # may be weeded out due to making initial masses come from the + # isochrone + ##### + + mass, isMulti, compMass, sysMass = imf.generate_cluster(cluster_mass,seed=seed) + self.filt_names = self.iso.filt_names_table + # Below: INTENDED cluster mass! + self.cluster_mass = cluster_mass + # A little sanity check inserted to make sure that IMF generated + # cluster mass is close to the desired cluster mass + np_min_mass = np.min([sysMass.sum(), cluster_mass]) + ##### + single_star_systems = self.make_singles_systems_table(isMulti, sysMass) + if self.imf.make_multiples: + # Temporary companion mass finder: + # Double systems is a bit of a misnomer + # Correct term would be "multi_star_system" + companions, double_systems = \ + self.make_primaries_and_companions(sysMass, compMass) + self.star_systems = vstack([double_systems, single_star_systems]) + self.companions = companions + + else: + self.star_systems = single_star_systems + self.intended_primaries_mass = 0 + self.intended_companions_mass = 0 + self.intended_singles_mass = sysMass.sum() + return + + def set_columns_of_table(self, t, N_systems, multi=False): + """ + adds columns for basic stellar parameters to table t with their + descriptions (e.g. metallicity or Teff) + + Parameters + ----------- + t: Astropy Table + table containing entries for initial masses + of the primary, comapnions, or single-system stars + N_systems: integer + length of AstroPy Table + multi: boolean + whether t is the table representing + the primary stars of multi-star systems + """ + t.add_column(Column(np.zeros(N_systems, dtype=float), + name='Teff')) + t.add_column(Column(np.empty(N_systems, dtype=float), + name='L')) + t.add_column(Column(np.empty(N_systems, dtype=float), + name='logg')) + t.add_column(Column(np.repeat(0.0, N_systems), + name='isWR')) + t.add_column(Column(np.empty(N_systems, dtype=float), + name='mass_current')) + t.add_column(Column(np.empty(N_systems, dtype=float), + name='phase')) + t.add_column(Column(np.repeat(False, N_systems), + name='IFMR_it')) + # To ADD: + # t.add_column(Column(np.repeat(False, N_systems), + #. name='out_of_range')) + t.add_column(Column(np.repeat(self.iso.metallicity, + N_systems), + name='metallicity')) + t.add_column(Column(np.repeat(multi, N_systems), + name='isMultiple')) + t.add_column(Column(np.repeat(0.0, N_systems), + name='merged')) + # Add the filter columns to the table. They are empty so far. + # Keep track of the filter names in : filt_names + for filt in self.filt_names: + t.add_column(Column(np.zeros(N_systems, + dtype=float), + name=filt)) + if multi: + t.add_column(Column(np.arange(N_systems), + name='designation')) + + return None + + def applying_IFMR_stars(self, stars): + """ + Applies the IFMR (if there's any given) to the + a table of stars. Specifically, when stars have phase of 5 but + have an effective temperature of 0 or some non-finite quantity, + or have logg >= 6.9 or have non-physical temperatures + (and are not merged with the primary) + This is in order to make sure there are no compact stars masquerading + as non-compact stars. + + Output: None + + Parameters + ----------- + stars: + Astropy table of stars (either of single stars, primary stars, + or companions) + """ + star_systems_phase_non_nan = np.nan_to_num(stars['phase'], + nan=-99) + bad = np.where((star_systems_phase_non_nan > 5) & + (star_systems_phase_non_nan < 101) & + (star_systems_phase_non_nan != -99)) + # Print warning, if desired + if self.verbose: + for ii in range(len(bad[0])): + print('WARNING: changing phase ' + + '{0} to 5'.format(star_systems_phase_non_nan[bad[0] + [ii]])) + stars['phase'][bad] = 5 + # Also dealing with interpolation screwing up phases less than 5 + bad2 = np.where((star_systems_phase_non_nan < 5)) + # Print warning, if desired + if self.verbose: + for ii in range(len(bad[0])): + print('WARNING: changing phase ' + + '{0} to 5'.format(star_systems_phase_non_nan[bad[0] + [ii]])) + stars['phase'][bad2] = -99 + #### + # The IFMR is applied on stars with phase 5 (which are therefore not + # secondary stars that were merged with the system primary) and have + # have nonphysical effective temperature (Teff = 0 or some finite value) + # and/or have surface gravity of at least 6.9 cgs. + ##### + + cdx_rem = np.where((stars['merged']==0) & (stars['phase'] == 5) & ((((stars['Teff'] == 0) | + (~np.isfinite(stars['Teff'])) | + (stars['logg'] >= 6.9))) | + (stars['IFMR_it'])))[0] + if self.ifmr: + # Identify compact objects as those with Teff = 0. + # Conditions the star has to be not merged and the star has to be + # Calculate remnant mass and ID for compact + # objects; update remnant_id and + # remnant_mass arrays accordingly + cond = ('metallicity_array' in + inspect.getfullargspec(self.ifmr.generate_death_mass).args) + if cond: + r_mass_tmp, r_id_tmp = \ + self.ifmr.generate_death_mass(mass_array=stars + ['mass'][cdx_rem], + metallicity_array=stars + ['metallicity'][cdx_rem]) + else: + r_mass_tmp, r_id_tmp = \ + self.ifmr.generate_death_mass(mass_array=stars + ['mass'][cdx_rem]) + # Drop remnants where it is not relevant + # (e.g. not a compact object or + # outside mass range IFMR is defined for) + good = np.where(r_id_tmp > 0) + cdx_rem_good = cdx_rem[good] + stars['mass_current'][cdx_rem_good] = r_mass_tmp[good] + # when we have somee undefined or 0 temperature, + # shouldn't we practically have no light coming + # out of it (not even blackbody radiation)? + stars['L'][cdx_rem] = 0.0 + stars['phase'][cdx_rem_good] = r_id_tmp[good] + for filt in self.filt_names: + stars[filt][cdx_rem] = \ + np.full(len(cdx_rem), np.nan) + else: + # If the IFMR doesn't exist, then we may need to + # get rid of the stars that would warrant usage of the IFMR. + stars.remove_rows(cdx_rem) + return None + + def generate_2body_parameters(self, star_systemsPrime, companions): + """ + Creates columns of table corresponding to log-separation, eccentricity, + inclination, argument of periapsis, longitude of ascending node associated with + each companion of each primary star of non-single-star system. + + Parameters + ----------- + star_systemsPrime: AstroPy Table + table of the primary stars of the cluster + companions. Used for calculating log-separation when + multiplicity type allows it. + companions: Astropy table of the companion stars of the cluster + Generate the log_separation, e, i, omegas, + (2-body problem parameters) using the given + multiplicity. + """ + + N_comp_tot = len(companions) + inst = isinstance(self.imf._multi_props, + multiplicity.MultiplicityResolvedDK) + if inst: + companions.add_column(Column(np.zeros(N_comp_tot, dtype=float), + name='log_a')) + companions.add_column(Column(np.zeros(N_comp_tot, dtype=float), + name='e')) + companions.add_column(Column(np.zeros(N_comp_tot, dtype=float), + name='i', description='degrees')) + companions.add_column(Column(np.zeros(N_comp_tot, dtype=float), + name='Omega')) + companions.add_column(Column(np.zeros(N_comp_tot, dtype=float), + name='omega')) + for ii in range(len(companions)): + # If the mass of the star is less than 0.1 I will + # then let the log_a be 0. + # Do not want to trigger an error but I will try + # NOT to cause and instead make + # log_a = np.nan. That will be our indicator that + # I could not calculate the log_a using + # Duchene and Krauss and that we will + # not use the log(a) + try: + companions['log_a'][ii] = \ + self.imf._multi_props.log_semimajoraxis(star_systemsPrime + ['mass'] + [companions + ['system_idx'] + [ii]]) + except ValueError: + # Indicator that we can't use the Multiplicity for log_a + companions['log_a'][ii] = np.nan + continue + companions['e'] = \ + self.imf._multi_props.random_e(np.random.rand(N_comp_tot)) + props = self.imf._multi_props + companions['i'], companions['Omega'], companions['omega'] = \ + props.random_keplarian_parameters(np.random.rand(N_comp_tot), + np.random.rand(N_comp_tot), + np.random.rand(N_comp_tot)) + else: + # Indicator that we can't use the Multiplicity for log_a + companions['log_a'] = np.nan + companions['e'] = np.nan + companions['i'], companions['Omega'], companions['omega'] = \ + np.nan, np.nan, np.nan + return None + + def finding_secondary_stars(self, star_systemsPrime, companions): + """ + Given the table so far of the primary stars and of the companions + we try to find the secondary of the primary star. Secondary star + is the companion star with a) greatest gravitational pull on the primary + (if isochrone provides primary) or b) greatest mass. + + Output: compMass_IDXs: a hashmap linking the star system to the next companion + star in compMass array (generated by IMF) that needs to be evaluated in + filling_in_primaries_and_companions + max_log_gs: hashmap linking star system to a 2-element list such that the first + element of the list is the GM_secondary star/(separation)^2 and Mass of the secondary star + + Parameters + ----------- + + star_systemsPrime: AstroPy Table + table of primary stars (with companions) + companions: AstroPy Table + table of companions of all primary stars listed in star_systemsPrime + """ + compMass_IDXs = {} + max_log_gs = {} + + for x in range(len(star_systemsPrime)): + # subtbl stands for sub-table. (of companions whose primary star + # is at index x. + subtbl = companions[np.where(companions['system_idx'] == x)[0]] + subtbl2 = copy.deepcopy(subtbl) + max_log_gs[x] = [0, 0] + # handling nan'ed separations. We generally don't want to + # consider for minimum distance and maximum gravitational + # influence to the primary + subtbl2['log_a'][np.where(~np.isfinite(subtbl['log_a']))] = np.inf + max_log_gs[x][0] = np.max(subtbl2['mass']/(10 ** subtbl2['log_a']) ** 2) + max_log_gs[x][1] = np.max(subtbl2['mass']) + + # Indicate where in the compMass array for star system + # number x we are in + # when we start looking at the companion + compMass_IDXs[x] = 0 + # This is where the matching of the primary and the secondary begin + # I will be tracking the number of bad star systems throguh the + # variable rejected_system and rejected_companion + return compMass_IDXs, max_log_gs + + def filling_in_primaries_and_companions(self, star_systemsPrime, + companions, + min_log_gs, + error_check='mass_current'): + """ + Utilizes linear interpolation to try to find the luminosity, current mass, + photometry, phase, surface gravity, and temperature of the cluster. + + Output: rejected_system[:, 0], rejected_system[:, 1]: NumPy table + The first two being the imf generated masses of primary stars + and secondary stars such that when mass_current + is interpolated over the primary star's initial mass and the secondary star's + initial mass, the primary star's or secondary star's error_check parameter is NOT + interpolated correctly (i.e. spits out an NaN). This does not include + stars that interpolation predicts to be the + + good_system is the NumPy table where each row contains the primary-secondary star initial + mass pair (IMF generated) of star systems not included in rejected_system + + Parameters + ----------- + star_systems: AstroPy Table + table containing information so far + about IMF generated multi-star systems and their primary stars + companions: AstroPy Table + table containing information so far about IMF generated companions of + each of the star systems represented in star_systems + min_log_gs: dictionary + maps from index of primary star in star_systems to a 2-element list containing, + respectively, maximum gravitational pull between primary and companion that exists in + the star system of the primary star AND the maximum mass of a companion of the primary + star + error_check: String + name of parameter used to check whether interpolation was correctly done. + + """ + + # Case where multiplicity DK is used. + li = list(zip(self.iso.primaries['mass'], self.iso.secondaries['mass'], + self.iso.secondaries['log_a'])) + li = np.array(li) + li2 = list(zip(self.iso.primaries['mass'], + self.iso.secondaries['mass'])) + li2 = np.array(li2) + interp_keys = ['Teff', 'L', 'logg', 'isWR', 'mass_current', 'phase'] + self.filt_names + iso_interpsP = {} + iso_interpsS = {} + interp_creation_time = [] + inst = isinstance(self.imf._multi_props, + multiplicity.MultiplicityResolvedDK) + if not inst: + for ikey in interp_keys: + print("Creating Interpolator for: " + ikey) + iso_interpsP[ikey] = LinearNDInterpolator(li2, self.iso.primaries[ikey]) + iso_interpsS[ikey] = LinearNDInterpolator(li2, self.iso.secondaries[ikey]) + iso_interpsS['log_a'] = LinearNDInterpolator(li2, self.iso.secondaries['log_a']) + iso_interpsS['merged'] = LinearNDInterpolator(li2, self.iso.secondaries['merged']) + else: + for ikey in interp_keys: + print("Creating Interpolator for: " + ikey) + iso_interpsP[ikey] = LinearNDInterpolator(li, self.iso.primaries[ikey]) + iso_interpsS[ikey] = LinearNDInterpolator(li, self.iso.secondaries[ikey]) + iso_interpsS['merged'] = LinearNDInterpolator(li, self.iso.secondaries['merged']) + # Dealing with single stars and higher order companions + iso_interps3 = {} + interp_creation_time3 = [] + for ikey in interp_keys: + iso_interps3[ikey] = interpolate.interp1d(self.iso.singles['mass'], + self.iso.singles[ikey], + kind='linear', bounds_error=False, + fill_value=np.nan) + # Now time to introduce it to the IMF generated stars + rejected_system = [] + good_system = [] + if inst: + for sys in range(len(star_systemsPrime)): + # segundaria: index of the secondary + comps_of_sys= np.where(companions['system_idx'] == star_systemsPrime[sys]['designation'])[0] + segundaria = np.where((companions['system_idx'] == star_systemsPrime[sys]['designation']) & + np.isclose(companions['mass'] / + (10 ** (2 * companions['log_a'])), + min_log_gs[sys][0], rtol=1e-2))[0][0] + for k in interp_keys: + # Run the interpolator on all companions. Then, rerun the interpolator on the + # secondary star. Although it may seem redundant. Note that there is ony one + # secondary star and that this prevents me from having to do some really + # crafty and nasty logic trick. + companions[k][comps_of_sys] = np.round(iso_interps3[k](companions['mass'][comps_of_sys])) + put_in_table = iso_interpsP[k](star_systemsPrime[sys]['mass'], + companions['mass'][segundaria], + companions['log_a'][segundaria]) + put_in_table2 = iso_interpsS[k](star_systemsPrime[sys]['mass'], + companions['mass'][segundaria], + companions['log_a'][segundaria]) + if (k == 'phase' or k == 'isWR'): + star_systemsPrime[k][sys] = np.round(put_in_table) + companions[k][segundaria] = np.round(put_in_table2) + else: + star_systemsPrime[k][sys] = put_in_table + companions[k][segundaria] = put_in_table2 + + companions['merged'][segundaria] = np.round(iso_interpsS['merged'] + (star_systemsPrime[sys]['mass'], + companions['mass'][segundaria], + companions['log_a'][segundaria])) + companions['the_secondary_star?'][segundaria] = True + if (error_check == 'Teff' or error_check == 'L'): + # We need to make sure that the primary did not interpolate + # correctly or the secondary did not interpolate correctly + # Consider where the star system did not interpolate correctly. + # Note that current parameters can be validly equal to NaN if they are of + # a merged secondary + cond_bad = (np.isnan(companions[error_check][segundaria]) and + (companions['phase'][segundaria] < 101) and + (companions['merged'][segundaria] == 0)) + cond_bad = cond_bad or ((np.isnan(star_systemsPrime[error_check][sys]) and + (star_systemsPrime['phase'][sys] < 101))) + else: + # Consider where the star system did not interpolate correctly. + # Note that current parameters can be validly equal to NaN if they are of + # a merged secondary + cond_bad = ((np.isnan(companions[error_check][segundaria]) and + (companions['merged'][segundaria] == 0)) or + np.isnan(star_systemsPrime[error_check][sys])) + if cond_bad: + rejected_system.append([star_systemsPrime['mass'][sys], + companions['mass'][segundaria]]) + else: + good_system.append([star_systemsPrime['mass'][sys], + companions['mass'][segundaria]]) + else: + # Case where the multiplicity does not create the log- + for sys in range(len(star_systemsPrime)): + # segundaria: index of the secondary + comps_of_sys= np.where(companions['system_idx'] == star_systemsPrime[sys]['designation'])[0] + segundaria = np.where((companions['system_idx'] == star_systemsPrime[sys]['designation']) & + np.isclose(companions['mass'], + min_log_gs[sys][1], rtol=1e-2))[0][0] + for k in interp_keys: + companions[k][comps_of_sys] = iso_interps3[k](companions['mass'][comps_of_sys]) + put_in_table = iso_interpsP[k](star_systemsPrime[sys]['mass'], + companions['mass'][segundaria]) + put_in_table2 = iso_interpsS[k](star_systemsPrime[sys]['mass'], + companions['mass'][segundaria]) + # we want to make sure that the phase and status of whether a star + # isWR are integers, not some wacky float + if k == 'phase' or k == 'isWR': + put_in_table = np.round(put_in_table) + put_in_table2 = np.round(put_in_table2) + star_systemsPrime[k][sys] = put_in_table + companions[k][sys] = put_in_table2 + companions['log_a'][segundaria] = iso_interpsS['log_a'](star_systemsPrime[sys]['mass'], + companions['mass'][segundaria]) + # Check if the secondary star is merged. + companions['merged'][segundaria] = np.round(iso_interpsS['merged'] + (star_systemsPrime[sys]['mass'], + companions['mass'][segundaria])) + # Kind of obvious, but we want to mark the secondary star as the + # secondary; otherwise, the star is just another companion. + companions['the_secondary_star?'][segundaria] = True + # Consider stars that I suspect are NOT properly inteprolated + if (error_check == 'Teff' or error_check == 'L'): + # We need to make sure that the primary did not interpolate + # correctly or the secondary did not interpolate correctly + # Consider where the star system did not interpolate correctly. + # Note that current parameters can be validly equal to NaN if they are of + # a merged secondary + cond_bad = (np.isnan(companions[error_check][segundaria]) and + (companions['phase'][segundaria] < 101) and + (companions['merged'][segundaria] == 0)) + cond_bad = cond_bad or (np.isnan(star_systemsPrime[error_check][sys]) and + (star_systemsPrime['phase'][sys] < 101)) + else: + cond_bad = ((np.isnan(companions[error_check][segundaria]) and + (companions['merged'][segundaria] == 0)) or + np.isnan(star_systemsPrime[error_check][sys])) + if cond_bad: + # If not already, note that current parameters can be validly equal to + # NaN if they are of a merged secondary + rejected_system.append([star_systemsPrime['mass'][sys], + companions['mass'][segundaria]]) + else: + good_system.append([star_systemsPrime['mass'][sys], + companions['mass'][segundaria]]) + star_systemsPrime['metallicity'] = np.ones(len(star_systemsPrime)) * self.iso.metallicity + companions['metallicity'] = np.ones(len(companions)) * self.iso.metallicity + rejected_system = np.array(rejected_system) + good_system = np.array(good_system) + return rejected_system[:, 0], rejected_system[:, 1], good_system + + def adding_up_photometry(self, star_systemsPrime, companions): + """ + Adds up initial masses of secondaries to initial mass + of the primary to create the systemMass values. + Also adding up the photometries (kind of hard and ugly) + to find each star systems' aggregate photometry. + + Parameters + ----------- + star_systemsPrime: AstroPy table + table representing non-single star systems/primaries with some essential data already + inputted through filling_in_primaries_and_companions + companions: AstroPy table + table containing companion stars of + systems represented in star_systemsPrime + filled in partially by filling_in_primaries_and_companons + """ + + for x in range(len(star_systemsPrime)): + # Find all companions of the star system + sub_tbl = companions[np.where(companions['system_idx'] == x)[0]] + sum_of_comp = sub_tbl['mass'].sum() + # Obtain the system mass. + star_systemsPrime['systemMass'][x] = sum_of_comp + \ + star_systemsPrime['mass'][x] + if np.isnan(star_systemsPrime['phase'][x]): + star_systems_phase_non_nan = -99 + else: + star_systems_phase_non_nan = star_systemsPrime['phase'][x] + cond = ((int(star_systems_phase_non_nan) > 5) and + (int(star_systems_phase_non_nan) < 101) and + (int(star_systems_phase_non_nan) != -99)) + if (cond): + print("Changing phase of primaries") + if (self.verbose): + print('WARNING: changing phase' + + ' {0} to 5'.format(star_systems_phase_non_nan)) + star_systemsPrime['phase'][x] = 5 + for filt in self.filt_names: + # Magnitude of primary star (initially) + mag_s = star_systemsPrime[filt][x] + # Companion stars corresponding to the primary star + # Note that I try tio make sure that + comps = companions[np.where((companions['system_idx'] == x) & + np.isfinite(companions[filt]))[0]] + # trying to obtain as many finite magnitudes as I can + if (not len(comps[filt])): + mag_c = np.nan + else: + # Finding the sum of fluxes and then taking magnitude. + mag_c = comps[filt] + # Add companion flux to system flux. + f1 = 10 ** (-1 * mag_s / 2.5) + f2 = 10 ** (-1 * mag_c / 2.5) + + f1 = np.nan_to_num(f1) + f2 = np.nan_to_num(f2) + f2 = np.sum(f2) + # Good and bad systems + + # If *both* objects are dark, then keep the magnitude + # as np.nan. Otherwise, add fluxes together + if (f1 != 0 or f2 != 0): + star_systemsPrime[filt][x] = -2.5 * np.log10(f1 + f2) + else: + star_systemsPrime[filt][x] = np.nan + + + def make_singles_systems_table(self, isMulti, sysMass): + """ + Makes the part of the star_systems table corresponding to single-star systems + and obtains synthetic photometry for each single star system via interpolation. + + Output: A part of what becomes the self.star_systems table that contains all + information (mass, luminosity, photometry) regarding single star systems. + Data values are matched from rows of the self.isochrone + based on the row's initial primary mass. + + Parameters + ----------- + isMulti: NumPy Array of booleans + table containing whether a star system is a + multi-star system. (output of the IMF) + sysMass: NumPy Array of floats + System masses of all stellar systems (generated by IMF) + """ + # We will be only looking for stars that are not multiple systems + sysMass = sysMass[np.where(~ isMulti)[0]] + N_systems = len(sysMass) + star_systems = Table([sysMass, sysMass], + names=['mass', 'systemMass']) + self.set_columns_of_table(star_systems, N_systems) + # Set up for interpolation + interp_keys = (['Teff', 'L', 'logg', 'isWR', 'mass_current', 'phase'] + + self.filt_names) + iso_interps3 = {} + for ikey in interp_keys: + iso_interps3[ikey] = interpolate.interp1d(self.iso.singles['mass'], + self.iso.singles[ikey], + kind='linear', + bounds_error=False, + fill_value=np.nan) + # Add columns for the Teff, L, logg, isWR, + # mass_current, phase for the primary stars. + star_systems['Teff'] = iso_interps3['Teff'](star_systems['mass']) + star_systems['L'] = iso_interps3['L'](star_systems['mass']) + star_systems['logg'] = iso_interps3['logg'](star_systems['mass']) + star_systems['isWR'] = np.round(iso_interps3['isWR'](star_systems['mass'])) + star_systems['mass_current'] = iso_interps3['mass_current'](star_systems['mass']) + star_systems['phase'] = np.round(iso_interps3['phase'](star_systems['mass'])) + star_systems['metallicity'] = np.ones(N_systems) * \ + self.iso.metallicity + # Remove star systems that are outside of max mass of isochrone + # Still inquiring about the secondary stars + # dummy variable exists as there is no companions table passed into + # this verison of _remove_bad_systems + star_systems, dummy = self._remove_bad_systems(star_systems) + self.applying_IFMR_stars(star_systems) + star_systems.remove_columns(['IFMR_it']) + for filt in self.filt_names: + star_systems[filt] = iso_interps3[filt](star_systems['mass']) + # star_systems.remove_columns(['touchedP']) + return star_systems + + def make_primaries_and_companions(self, star_systems, compMass, test='mass_current'): + """ + + Makes the primary stars and companions for non-single star systems of + the star_systems table and get synthetic + photometry for each single star system. Creates remnants when necessary. + Given an initial primary star mass, initial companion mass, and log + separation (last one is included if applicable) between the star and + the companion, we designate the star with the secondary as the star with + least separation from the primary. If there are multiple stars with the + same value for separation, the star with the most mass is selected out of + the set of companions with the same minimum separation and is designated + as the secondary. + + Output: Creates tables star_systemsPrime and companions, + which contain data regarding + star systems with multiple stars + and the companions. + + Parameters + ----------- + star_systems: numpy array + array of all star_system masses (generated by IMF) + + compMass: numpy array/iterable + list of lists of masses of companions of each star system + + test: String + name of stellar parameter used to check for failure of interpolation + """ + + # Obtain the indices of the systems corresponding to each companion + # make star_systems contain only multi-star systems + indices = [x for x in range(len(compMass)) if len(compMass[x])] + # We only consider star systems with at least one companion + star_systems = star_systems[indices] + # For each star system, the total mass of companions + compMass_sum = np.array([sum(compMass[x]) for x in indices]) + # Converting companion masses 2D list into array. + compMass = np.array([compMass[x] for x in indices]) + # Make star_systems array only contain the masses of the primary stars + star_systems = star_systems - compMass_sum + # Number of multi-body star systems + N_systems = len(star_systems) + ##### + # MULTIPLICITY + # Make a second table containing all the companion-star masses. + # This table will be much longer... here are the arrays: + # sysIndex - the index of the system this star belongs too + # mass - the mass of this individual star. + N_companions = np.array([len(star_masses) for star_masses in compMass]) + N_comp_tot = N_companions.sum() + system_index = np.repeat(range(len(indices)), N_companions) + # From now on, we will try to use the + # new indices (i.e. what the 0-index system is + # after we get rid of the single systems from the + # star systems table) as much as possible. + # Shows which star system number (index of primary star) + # each companion star corresponds to + companions = Table([system_index], names=['system_idx']) + star_systemsPrime = Table([star_systems, np.zeros(N_systems, + dtype=float)], + names=['mass', 'systemMass']) + # Create a table for primary stars + N_systems = len(indices) + # Add columns for the Teff, L, logg, isWR, + # mass_current, phase for the primary stars. + self.set_columns_of_table(star_systemsPrime, N_systems, multi=True) + + # The following column indicates whether a star system + # will have to be deleted due to lack of good match. + star_systemsPrime.add_column(Column(np.repeat(False, N_systems), + name='bad_system')) + # Designation is really the index of the star, + # but this may not be equal to + # the 0, 1.., len -1 index iterable of the + # cluster once we kill off the bad systems (systems whose + # primary-secondary pair could not be found + + # Add columns for the Teff, L, logg, isWR mass_current, + # phase, and filters for the companion stars. + companions.add_column(Column(np.zeros(N_comp_tot, dtype=float), + name='mass')) + self.set_columns_of_table(companions, N_comp_tot) + + # Marks whether the system was unmatchable and + # its row must be deleted. + companions.add_column(Column(np.repeat(False, N_comp_tot), + name='bad_system')) + companions.add_column(Column(np.repeat(False, N_comp_tot), + name='the_secondary_star?')) + for ind in range(len(star_systemsPrime)): + (companions['mass'][np.where + (companions['system_idx'] == + ind)]) = compMass[ind] + + self.generate_2body_parameters(star_systemsPrime, companions) + # Finding the secondary star for each primary star through finding the companion + # that exerts strongest gravitational pull on the primary or finding the companion + # with the highest mass. + compMass_IDXs, max_log_gs = (self.finding_secondary_stars(star_systemsPrime, + companions)) + + self.rejected_prims, self.rejected_sec, self.good_systems = \ + self.filling_in_primaries_and_companions(star_systemsPrime, + companions, + max_log_gs, + error_check=test) + star_systemsPrime, companions = self._remove_bad_systems(star_systemsPrime, companions) + # run removal of bad systems on companion stars + companions, dummy = self._remove_bad_systems(companions) + + # We don't need to worry about stars that did not get matched + # to a close enough equivalent in the KD Tree. + # Why? We've moved on to using the + + for x in range(len(companions)): + # Relabeling: new system_index of the companion star + # is going to be the position on the table of the companion's + # primary star. + companions['system_idx'][x] = \ + np.where(star_systemsPrime['designation'] == + companions['system_idx'][x])[0] + ##### + # Make Remnants for non-merged stars with nan + # and for stars with 0 Kelvin Teff + ##### + # Identify compact objects as those with Teff = 0 or + # the secondary stars that are non-merged and have a non- + # finite temperature + self.applying_IFMR_stars(companions) + self.applying_IFMR_stars(star_systemsPrime) + # The compact remnants have photometric + # fluxes of nan now. So now we can procede + # with the photometry. + self.adding_up_photometry(star_systemsPrime, companions) + companions_phase_non_nan = np.nan_to_num(companions['phase'], + nan=-99) + bad = np.where((companions_phase_non_nan > 5) & + (companions_phase_non_nan < 101) & + (companions_phase_non_nan != -99)) + if self.verbose: + print("Running the changing phase on companions") + for ii in range(len(bad[0])): + print('WARNING: changing phase {0} to 5'.format(companions_phase_non_nan[bad[0][ii]])) + companions['phase'][bad] = 5 + # Get rid of the columns designation and and bad_system + star_systemsPrime.remove_columns(['bad_system', 'designation', 'IFMR_it']) + companions.remove_columns(['bad_system', 'IFMR_it']) + # Following is commented out as I will need to rethink deletion. + # if self.verbose: + #. print("{} non-single star systems".format(str(rejected_prims)) + + #. " had to be deleted" + + #. " before IFMR application") + #. print("{} companions".format(str(rejected_companions)) + + #. " had to be deleted before" + + #. " IFMR was applied") + # For testing purposes we can make rejected_system and rejected_comapnions + # be returned too. + return companions, star_systemsPrime + + def _remove_bad_systems(self, star_systems, companions=None): + """ + Helper function to remove stars with masses outside the isochrone + mass range from the cluster. These stars are identified by having + a Teff = 0, as set up by _make_star_systems_table_interp. + If self.ifmr == None, then both high and low-mass bad systems are + removed. If self.ifmr != None, then we will save the high mass systems + since they will be plugged into an ifmr later. + + Unlike this function's equivalent in the ResolvedCluster, I directly use the minimum + and maximum mass of the isochrone to see whether a star is outside of + the isochrone mass range. + + Parameters + ----------- + star_systems: AstroPy Table + Table for the single stars, primary stars, or secondary stars in the cluster. + companions: AstroPy Table + Table for the companion stars of the synthetic star cluster. + (equals None iff star_systems table is not the table for primary stars of + non-single-star systems) + + """ + N_systems = len(star_systems) + + # Get rid of the bad ones + # Convert nan_to_num to avoid errors on greater than, less than comparisons + star_systems_mass_non_nan = np.nan_to_num(star_systems['mass'], nan=0) + star_systems_phase_non_nan = np.nan_to_num(star_systems['phase'], nan=0) + if self.ifmr == None: + # Trim out bad systems; specifically, stars with masses outside those provided + # by the model isochrone (except for compact objects, which is where I check + # phases and allow stars with 101 + phase to not get filtered out. + idx = np.where(((star_systems_mass_non_nan >= self.iso.min_mass) & + (star_systems_mass_non_nan <= self.iso.max_mass)) | + (star_systems_phase_non_nan >= 101))[0] + # As in the old _remove_bad_systems we make sure that the for the + # very massive stars, the log_g is applied + else: + # We want to trim out bad systems; specifically, stars with masses outside + # those provided by the model isochrone (except for compact objects, + # which is where I check phases and allow stars with 101 + phase to not get + # filtered out. + idx = np.where((star_systems_mass_non_nan >= self.iso.min_mass)| + (star_systems_phase_non_nan >= 101))[0] + + if len(idx) != N_systems and self.verbose: + print( 'Found {0:d} stars out of mass range'.format(N_systems - len(idx))) + star_systems = star_systems[idx] + # In the case IFMR!=None, we must designate stars with + # mass above max_mass of isochrone to be inputted into the + # IFMR. + to_still_apply_IFMR = np.where(star_systems['mass'] > self.iso.max_mass)[0] + if to_still_apply_IFMR and self.ifmr != None: + star_systems['IFMR_it'][to_still_apply_IFMR] = True + N_systems = len(star_systems) + + if companions!=None: + # Clean up companion stuff (which we haven't handled yet) + # Delete stars that are companions of primaries we deleted + companions = companions[np.where(np.isin(star_systems['designation'], companions['system_idx']))[0]] + # Now get rid of the + + return star_systems, companions + class ResolvedCluster(Cluster): """ Cluster sub-class that produces a *resolved* stellar cluster. A table is output with the synthetic photometry and intrinsic properties of the individual stars (or stellar systems, if mutliplicity is used in the IMF object). - If multiplicity is used, than a second table is produced that contains the properties of the companion stars independent of their primary stars. @@ -111,20 +1002,16 @@ class ResolvedCluster(Cluster): imf: imf object SPISEA IMF object - cluster_mass: float Total initial mass of the cluster, in M_sun - ifmr: ifmr object or None If ifmr object is defined, will create compact remnants produced by the cluster at the given isochrone age. Otherwise, no compact remnants are produced. - seed: int If set to non-None, all random sampling will be seeded with the specified seed, forcing identical output. Default None - vebose: boolean True for verbose output. """ @@ -223,7 +1110,7 @@ def _make_star_systems_table(self, mass, isMulti, sysMass): star_systems['isWR'] = np.round(self.iso_interps['isWR'](star_systems['mass'])) star_systems['mass_current'] = self.iso_interps['mass_current'](star_systems['mass']) star_systems['phase'] = np.round(self.iso_interps['phase'](star_systems['mass'])) - star_systems['metallicity'] = np.ones(N_systems)*self.iso.metallicity + star_systems['metallicity'] = np.ones(N_systems) * self.iso.metallicity # For a very small fraction of stars, the star phase falls on integers in-between # the ones we have definition for, as a result of the interpolation. For these @@ -233,7 +1120,8 @@ def _make_star_systems_table(self, mass, isMulti, sysMass): # effect is so small # Convert nan_to_num to avoid errors on greater than, less than comparisons star_systems_phase_non_nan = np.nan_to_num(star_systems['phase'], nan=-99) - bad = np.where( (star_systems_phase_non_nan > 5) & (star_systems_phase_non_nan < 101) & (star_systems_phase_non_nan != 9) & (star_systems_phase_non_nan != -99)) + bad = np.where((star_systems_phase_non_nan > 5) & (star_systems_phase_non_nan < 101) & + (star_systems_phase_non_nan != 9) & (star_systems_phase_non_nan != -99)) # Print warning, if desired verbose=False if verbose: @@ -317,9 +1205,11 @@ def _make_companions_table(self, star_systems, compMass): for ii in range(len(companions)): companions['log_a'][ii] = self.imf._multi_props.log_semimajoraxis(star_systems['mass'][companions['system_idx'][ii]]) - companions['e'] = self.imf._multi_props.random_e(np.random.rand(N_comp_tot)) - companions['i'], companions['Omega'], companions['omega'] = self.imf._multi_props.random_keplarian_parameters(np.random.rand(N_comp_tot),np.random.rand(N_comp_tot),np.random.rand(N_comp_tot)) + companions['i'], companions['Omega'], companions['omega'] = \ + self.imf._multi_props.random_keplarian_parameters(np.random.rand(N_comp_tot), + np.random.rand(N_comp_tot), + np.random.rand(N_comp_tot)) # Make an array that maps system index (ii), companion index (cc) to @@ -362,7 +1252,8 @@ def _make_companions_table(self, star_systems, compMass): # then round it down to 5, rather than up to 101). # Convert nan_to_num to avoid errors on greater than, less than comparisons star_systems_phase_non_nan = np.nan_to_num(star_systems['phase'], nan=-99) - bad = np.where( (star_systems_phase_non_nan > 5) & (star_systems_phase_non_nan < 101) & (star_systems_phase_non_nan != 9) & (star_systems_phase_non_nan != -99)) + bad = np.where((star_systems_phase_non_nan > 5) & (star_systems_phase_non_nan < 101) & + (star_systems_phase_non_nan != 9) & (star_systems_phase_non_nan != -99)) # Print warning, if desired verbose=False if verbose: @@ -469,9 +1360,10 @@ def _remove_bad_systems(self, star_systems, compMass): compMass = [compMass[ii] for ii in idx] return star_systems, compMass - - + class ResolvedClusterDiffRedden(ResolvedCluster): + + """ Sub-class of ResolvedCluster that applies differential extinction to the synthetic photometry. @@ -510,6 +1402,7 @@ class ResolvedClusterDiffRedden(ResolvedCluster): def __init__(self, iso, imf, cluster_mass, deltaAKs, ifmr=None, verbose=False, seed=None): + ResolvedCluster.__init__(self, iso, imf, cluster_mass, ifmr=ifmr, verbose=verbose, seed=seed) @@ -561,7 +1454,10 @@ def __init__(self, iso, imf, cluster_mass, deltaAKs, #print 'Diff redden: {0}'.format(t2 - t1) return + class UnresolvedCluster(Cluster): + + """ Cluster sub-class that produces an *unresolved* stellar cluster. Output is a combined spectrum that is the sum of the individual @@ -657,7 +1553,10 @@ def __init__(self, iso, imf, cluster_mass, return + class Isochrone(object): + + """ Base Isochrone class. @@ -710,6 +1609,8 @@ class Isochrone(object): resolution as the Castelli+04 atmospheres. Default is False, which is often sufficient synthetic photometry in most cases. """ + + def __init__(self, logAge, AKs, distance, metallicity=0.0, evo_model=default_evo_model, atm_func=default_atm_func, wd_atm_func = default_wd_atm_func, @@ -753,7 +1654,7 @@ def __init__(self, logAge, AKs, distance, metallicity=0.0, evol = evol[::mass_sampling] # Give luminosity, temperature, mass, radius units (astropy units). - L_all = 10**evol['logL'] * c.L_sun # luminsoity in W + L_all = 10**evol['logL'] * constants.L_sun # luminsoity in W T_all = 10**evol['logT'] * units.K R_all = np.sqrt(L_all / (4.0 * math.pi * c.sigma_sb * T_all**4)) mass_all = evol['mass'] * units.Msun # masses in solar masses @@ -821,6 +1722,8 @@ def __init__(self, logAge, AKs, distance, metallicity=0.0, return def plot_HR_diagram(self, savefile=None): + + """ Make a standard HR diagram for this isochrone. @@ -848,6 +1751,8 @@ def plot_HR_diagram(self, savefile=None): return def plot_mass_luminosity(self, savefile=None): + + """ Make a standard mass-luminosity relation plot for this isochrone. @@ -872,6 +1777,583 @@ def plot_mass_luminosity(self, savefile=None): return + +class Isochrone_Binary(Isochrone): + """ + Base Isochrone class. + + Parameters + ---------- + logAge : float + The age of the isochrone, in log(years) + AKs : float + The total extinction in Ks filter, in magnitudes + distance : float + The distance of the isochrone, in pc + metallicity : float, optional + The metallicity of the isochrone, in [M/H]. + Default is 0. + evo_model: model evolution class, optional + Set the stellar evolution model class. + Default is evolution.MISTv1(). + atm_func: model atmosphere function, optional + Set the stellar atmosphere models for the stars. + Default is get_merged_atmosphere. + wd_atm_func: white dwarf model atmosphere function, optional + Set the stellar atmosphere models for the white dwafs. + Default is get_wd_atmosphere + mass_sampling : int, optional + Sample the raw isochrone every `mass_sampling` steps. The default + is mass_sampling = 0, which is the native isochrone mass sampling + of the evolution model. + wave_range : list, optional + length=2 list with the wavelength min/max of the final spectra. + Units are Angstroms. Default is [3000, 52000]. + min_mass : float or None, optional + If float, defines the minimum mass in the isochrone. + Unit is solar masses. Default is None + max_mass : float or None, optional + If float, defines the maxmimum mass in the isochrone. + Units is solar masses. Default is None. + rebin : boolean, optional + If true, rebins the atmospheres so that they are the same + resolution as the Castelli+04 atmospheres. Default is False, + which is often sufficient synthetic photometry in most cases. + Important Attributes: + Primaries-- AstroPy Table containing the following columns: + ----------------------------------------------------------- + mass -- in units of Solar Masses. Contains the initial mass of the primary + star + log_a -- in cgs. log10(separation of the star with the secondary in AU) + mass_current = in units of solar masses. Contains the initial mass of + the primary star + L -- in Watts. Luminosity of the primary star + Teff -- in Kelvin. Effective temperature of the primary star + R -- in units of solar radii. Radius of the primary star. + phase -- integer indicating whether a secondary star is a + white dwarf (101), neutron star (102), black hole, already merged star, + or is none of the previous (5) + gravity -- log10(acceleration of gravity at the primary star's surface + in m/s^2) + isWR -- boolean indicating whether a primary star is a WR Star + ------------------------------------------------------------ + singles-- AstroPy Table containing the following columns: + ----------------------------------------------------------- + mass -- solar masses. Contains the initial mass + of the single star + mass_current -- in units of solar masses. Contains the + initial mass of the single star + L -- in Watts. Luminosity of the single star + Teff -- in Kelvin. Effective temperature of the single star + R -- in units of solar radii. Radius of the single star. + phase -- integer indicating whether a secondary star is a + white dwarf (101), neutron star (102), black hole, already merged star, + or is none of the previous (5) + gravity -- log10(acceleration of gravity at the single + star's surface in m/s^2) + isWR -- boolean indicating whether a single star is a WR Star + ------------------------------------------------------------ + secondaries -- AstroPy Table containing the following columns: + ----------------------------------------------------------- + mass -- in solar masses. Contains the initial mass + of the secondary star + mass_current -- in solar masses. Contains the initial + mass of the secondary star + L -- Luminosity of the secondary star in Watts + Teff -- in Kelvin. Effective temperature of the single star + R -- in units of solar radii. Radius of the secondary star. + phase -- integer. Indicates whether a secondary star is a + white dwarf (101), neutron star (102), black hole, already merged star, + or is none of the previous (5) + logg -- log10(acceleration of gravity at the + secondary star's surface in m/s^2) + isWR -- boolean. Indicates whether a secondary star is a WR Star + merged -- whether the corresponding primary star (WHICH IS AT THE + SAME INDEX in the primaries table as is the secondary star), + has actually incorporated the secondary. + + If merged is true, the L, T_eff, gravity, mass_current will be set + to np.nan along with any magnitudes. + ------------------------------------------------------------ + """ + + def __init__(self, logAge, AKs, distance, metallicity, + evo_model=evolution.BPASS(), atm_func=default_atm_func, + wd_atm_func=default_wd_atm_func, wave_range=[3000, 52000], + red_law=default_red_law, mass_sampling=1, iso_dir='./', + min_mass=None, max_mass=None, + rebin=True, recomp=True, + filters=['ubv,U', 'ubv,V', 'ubv,B', 'ubv,R', 'ubv,I']): + t1=time.time() + self.metallicity = metallicity + self.logage = logAge + # Accounting for the definition of metallicity of the + # evolution object's + # Isochrone function. + # Changes by Ryota: make atm_func and wd_atm_func instance vars + self.atm_func = atm_func + self.wd_atm_func = wd_atm_func + self.distance = distance + self.wave_range = wave_range + self.AKs = AKs + self.red_law = red_law + self.filters = filters + self.filt_names_table = [] + self.verbose = True + + if not os.path.exists(iso_dir): + os.mkdir(iso_dir) + + # Assert that the wavelength ranges are within the limits of the + # VEGA model (0.1 - 10 microns) + try: + assert wave_range[0] > 1000 + assert wave_range[1] < 100000 + except AssertionError: + print('Desired wavelength range invalid. Limit to 1000 - 10000 A') + return + # See if there is a saved isochrone + if metallicity < 0: + metal_pre = 'm' + else: + metal_pre = 'p' + metal_flag = int(abs(metallicity) * 10) + # The files name minus file type and whether the star is a single + # primary or secondary star + save_file_fmt = '{0}/iso_{1:.2f}_{2:4.2f}_{3:4s}_{4}{5:2s}_IB' + self.save_file = save_file_fmt.format(iso_dir, logAge, AKs, + str(distance).zfill(5), metal_pre, + str(metal_flag).zfill(2)) + # Expected filters + self.filters = filters + # Recalculate isochrone if save_file doesn't exist or recomp == True + # otherwise retrieve it! + file_exists = self.check_save_file(evo_model, atm_func, red_law) + if file_exists[0] and not recomp: + print("We won't recompute the Isochrone Object!") + self.recalc = False + self.singles = file_exists[1] + self.primaries = file_exists[2] + self.secondaries = file_exists[3] + self.max_mass = np.max([np.max(self.singles['mass']), + np.max(self.secondaries['mass']), + np.max(self.primaries['mass'])]) + self.min_mass = np.min([np.min(self.singles['mass']), + np.min(self.secondaries['mass']), + np.min(self.primaries['mass'])]) + + return + # Get solar metallicity models for a population at a specific age. + # Takes about 0.1 seconds. + print("We (re)compute") + evol = evo_model.isochrone(age=10 ** logAge, + metallicity=metallicity) + + # Eliminate cases where log g is less than 0 + idx = np.where(evol['logg'] > 0) + evol = evol[idx] + + # Trim to desired mass range + if min_mass: + idx = np.where((evol['mass'] >= min_mass) & (evol['mass2'] >= min_mass)) + evol = evol[idx] + if max_mass: + idx = np.where((evol['mass'] <= max_mass) & (evol['mass2'] <= min_mass)) + evol = evol[idx] + self.max_mass = np.max([np.max(evol['mass']), np.max(evol['mass2'])]) + self.min_mass = np.min([np.min(evol['mass']), np.min(evol['mass2'])]) + # Give luminosity, temperature, mass, radius units (astropy units). + L_all = 10 ** evol['logL'] * constants.L_sun # luminsoity in W + T_all = 10 ** evol['logT'] * units.K + # TO DO: Conditionals to make sure I am using valid values + + R_all = np.sqrt(L_all / (4.0 * math.pi * c.sigma_sb * T_all ** 4)) + # masses in solar masses + mass_all = evol['mass'] * units.Msun + logg_all = evol['logg'] + mass_curr_all = evol['mass_current'] * units.Msun + # We will keep track of the phase of the BPASS primary/ + # single star system + phase_all = evol['phase'] + # We will keep track of the phase of the BPASS secondary + phase_all2 = evol['phase2'] + # We will keep track of whether the star is WR or not + isWR_all = evol['isWR'] + isWR2 = evol['isWR2'] + # Actual temperature of secondary in Kelvins + Tef2 = (10 ** evol['log(T2)']) * units.K + R2 = (10 ** evol['log(R2)']) * constants.R_sun + L2 = (10 ** evol['log(L2)']) * constants.L_sun + singles = Table([mass_all, L_all, T_all, R_all, logg_all, isWR_all, + mass_curr_all, phase_all, evol['single'], evol['source']], + names=['mass', 'L', 'Teff', 'R', 'logg', + 'isWR', 'mass_current', 'phase', 'single', 'source']) + # Also have inserted conversion factor to deal with the units of + # log(a) + primaries = Table([mass_all, + L_all, T_all, R_all, logg_all, isWR_all, + mass_curr_all, phase_all, evol['single'], evol['source']], + names=['mass', 'L', 'Teff', 'R', 'logg', + 'isWR', 'mass_current', 'phase', 'single', 'source']) + # Note that we keep information regarding whether + # a star corresponds to a merger. + # This will help us decide whether we should not account + # for the L2, Tef_2 during atmosphere creation + # Yes I do unit conversions for log(a) column + # as that is in log(a/R_sun) + secondaries = Table([evol['mass2'] * units.Msun, + evol['log(a)'] + np.log10(constants.R_sun/constants.au), + L2, Tef2, R2, + evol['logg2'], isWR2, + evol['mass_current2'] * units.Msun, + phase_all2, + evol['single'], + evol['mergered?'], evol['source']], + names=['mass', 'log_a', 'L', 'Teff', + 'R', 'logg', 'isWR', 'mass_current', + 'phase', 'single', 'merged', 'source']) + # Make sure that we are only looking at stars with companions when + # examining the secondaries and primaries. + secondaries = secondaries[np.where(~secondaries['single'])[0]] + secondaries.remove_column('single') + singles = singles[np.where(singles['single'])[0]] + singles.remove_column('single') + primaries = primaries[np.where(~primaries['single'])[0]] + primaries.remove_column('single') + # Trim down the table by selecting every Nth point where + # N = mass sampling factor. + singles = singles[::mass_sampling] + primaries = primaries[::mass_sampling] + secondaries = secondaries[::mass_sampling] + # Inserting before I forget + # I try to make sure that we have a queue + # of atm_function results to process + # If we have null values + self.spec_list_si = [None for x in range(len(singles))] # For single Stars + self.spec_list2_pri = [None for x in range(len(primaries))] # For primary stars + self.spec_list3_sec = [None for x in range(len(secondaries))] # For secondary stars + # Turns into an attribute since we will access this in another function + self.pairings2 = {"Singles": self.spec_list_si, + "Primaries": self.spec_list2_pri, + "Secondaries": self.spec_list3_sec} + pairings = {"Singles": singles, "Primaries": primaries, + "Secondaries": secondaries} + codes = {"Singles": 0, "Primaries": 1, + "Secondaries": 2} + self.codes2 = {0: singles, 1: primaries, + 2: secondaries} + self.pairings = pairings + self.singles = singles + self.primaries = primaries + self.secondaries = secondaries + # For each temperature extract the synthetic photometry. + for x in pairings: + tab = pairings[x] + atm_list = self.pairings2[x] + # Workaround for a glitch encountered with units not showing up. + # may need to come back and get rid of it since it looks silly. + R_all = tab['R'] * units.m/units.m + gravity_table = tab['logg'] + # a little issue with the compact remnant primaries from + # the secondary star + if x == 'Secondaries': + merged = np.where(tab['merged']) + tab['mass_current'][merged] = np.nan + tab['Teff'][merged] = np.nan + tab['R'][merged] = np.nan + tab['logg'][merged] = np.nan + tab['isWR'][merged] = False + tab['phase'][merged] = -99 + + cond = np.where(np.isfinite(tab['logg']) & (tab['logg'] != 0.0) & + np.isfinite(tab['L']) & (tab['L'] > 0.0) & + np.isfinite(tab['Teff']) & (tab['Teff'] > 0.0) & + np.isfinite(tab['R']) & (tab['R']> 0.0) & + (tab['phase'] <= 101) & (tab['phase'] != -99))[0] + + wrapper = BypasserContainer() + wrapper.wave_range = wave_range + wrapper.distance = distance + wrapper.lis = atm_list + vectorized_atm_maker = np.vectorize(self.atm_generator_to_vectorize) + vectorized_atm_maker(cond, wrapper, wrapper, metallicity, atm_func, + wd_atm_func, red_law, AKs, rebin, codes[x]) + bad_starcond = np.where(~ (np.isfinite(tab['logg']) & + (tab['logg'] != 0.0) & + np.isfinite(tab['L']) & + (tab['L'] > 0.0) & + np.isfinite(tab['Teff']) & + (tab['Teff'] > 0.0) & + np.isfinite(tab['R']) & (tab['R'] > 0.0) & + (tab['phase'] <= 101) & + (tab['phase'] != -99)))[0] + tab['Teff'][bad_starcond] = np.nan + tab['L'][bad_starcond] = np.nan + tab['R'][bad_starcond] = np.nan + tab['logg'][bad_starcond] = np.nan + # I hope to change the next few lines to this as this will make + # more thorough use of numpy and decrease the number of for-loop + # iterations that are used. + + self.singles = singles + self.primaries = primaries + self.secondaries = secondaries + # Append all the meta data to the summary table. + for tab in (singles, primaries, secondaries): + tab.meta['REDLAW'] = red_law.name + tab.meta['ATMFUNC'] = atm_func.__name__ + tab.meta['EVOMODEL'] = 'BPASS' + tab.meta['LOGAGE'] = logAge + tab.meta['AKS'] = AKs + tab.meta['DISTANCE'] = distance + tab.meta['METAL_IN'] = evol.meta['metallicity_in'] + tab.meta['METAL_ACT'] = evol.meta['metallicity_act'] + tab.meta['WAVEMIN'] = wave_range[0] + tab.meta['WAVEMAX'] = wave_range[1] + self.make_photometry() + t2 = time.time() + print('Isochrone generation took {0:f} s.'.format(t2-t1)) + return + + def atm_generator_to_vectorize(self, c_ind, w_wrapper, list_wrapper, met, + atm_func, wd_atm_func, red_law, AKs, rebin, + code): + """ + - Input - + c_ind: + w_wrapper: + list_wrapper: + met: + rebin: + atm_func: atmosphere function inputted into the constructor of + Isochrone_Binary + red_law: Extinction law object inputted into constructor of isochrone + binary + AKs: extinction at the Ks band inputted + """ + tab = self.codes2[code] + wave_range = w_wrapper.wave_range + distance = w_wrapper.distance + atm_list = list_wrapper.lis + R_all = tab['R'] * units.m / units.m + R = float( R_all[c_ind].to('pc') / units.pc) + + if (tab[c_ind]['phase'] < 101): + star = atm_func(temperature=tab['Teff'][c_ind], + gravity=tab['logg'][c_ind], + metallicity=met, + rebin=rebin) + else: + star = wd_atm_func(temperature=tab['Teff'][c_ind], + gravity=tab['logg'][c_ind], + metallicity=met, + verbose=False) + # Trim wavelength range down to + # JHKL range (0.5 - 5.2 microns) + star = spectrum.trimSpectrum(star, wave_range[0], + wave_range[1]) + # Convert into flux observed at Earth (unreddened) + R = float(R_all[c_ind].to("pc") / units.pc) + star *= (R / distance) ** 2 # in erg s^-1 cm^-2 A^-1 + # Redden the spectrum. This doesn't take much time at all. + red = red_law.reddening(AKs).resample(star.wave) + star *= red + # Save the final spectrum to our spec_list for later use. + atm_list[c_ind] = star + return + + def plot_HR_diagram(self, savefile=None): + + + """ + Make a standard HR diagram for this isochrone. + Took the code from the Isochrone base class and + adapted it to work on the isochrone binary object + Parameters + ----------- + savefile: path or None, optional + Path to file plot too, if desired. + Default is None + """ + plt.clf() + plt.loglog(self.singles['Teff'], self.singles['L'], + color='black', linestyle='solid', marker='+') + plt.loglog(self.primaries['Teff'], self.primaries['L'], + color='black', linestyle='solid', marker='+') + plt.loglog(self.secondaries['Teff'], self.secondaries['L'], + color='black', linestyle='solid', marker='+') + plt.gca().invert_xaxis() + plt.xlabel(r'T$_{\mathrm{eff}}$ (K)') + plt.ylabel('Luminosity (erg / s)') + + fmt_title = 'logAge={0:.2f}, d={1:.2f} kpc, AKs={2:.2f}' + plt.title(fmt_title.format(self.singles.meta['LOGAGE'], + self.singles.meta['DISTANCE']/1e3, + self.singles.meta['AKS'])) + + if savefile != None: + plt.savefig(savefile) + + return + + def plot_mass_luminosity(self, savefile=None): + + + """ + Make a standard mass-luminosity relation plot for this isochrone. + Took the code from the Isochrone base class and + adapted it to work on the isochrone binary object + Parameters + ----------- + savefile: path or None, optional + Path to file plot too, if desired. + Default is None + """ + plt.clf() + plt.loglog(self.singles['mass'], self.singles['L'], 'k.') + plt.loglog(self.primaries['mass'], self.primaries['L'], 'k.') + plt.loglog(self.secondaries['mass'], self.secondaries['L'], 'k.') + plt.xlabel(r'Mass (M$_\odot$)') + plt.ylabel('Luminosity (erg / s)') + + fmt_title = 'logAge={0:.2f}, d={1:.2f} kpc, AKs={2:.2f}' + plt.title(fmt_title.format(self.singles.meta['LOGAGE'], + self.singles.meta['DISTANCE']/1e3, + self.singles.meta['AKS'])) + + if savefile != None: + plt.savefig(savefile) + + return + + def make_photometry(self, rebin=True, vega=vega): + """ + Make synthetic photometry for the specified filters. This function + udpates the self.points table to include new columns with the + photometry. + """ + startTime = time.time() + + meta = self.singles.meta + + print('Making photometry for isochrone: log(t) = %.2f AKs = %.2f dist = %d' %(meta['LOGAGE'], meta['AKS'], meta['DISTANCE'])) + print(' Starting at: ', datetime.datetime.now(), + ' Usually takes ~5 minutes') + # npoints = len(self.points) + verbose_fmt = 'M = {0:7.3f} Msun T = {1:5.0f} K m_{2:s} = {3:4.2f}' + + # Loop through the filters, get filter info, make photometry for + # all stars in this filter. + for ii in self.filters: + prt_fmt = 'Starting filter: {0:s} Elapsed time: {1:.2f} seconds' + print(prt_fmt.format(ii, time.time() - startTime)) + filt = get_filter_info(ii, rebin=rebin, vega=vega) + filt_name = get_filter_col_name(ii) + # Make the column to hold magnitudes + # in this filter. Add to points table. + col_name = 'm_' + filt_name + self.filt_names_table.append(col_name) + mag_col = Column(np.zeros(len(self.singles), dtype=float), + name=col_name) + self.singles.add_column(mag_col) + mag_col = Column(np.zeros(len(self.secondaries), dtype=float), + name=col_name) + self.secondaries.add_column(mag_col) + mag_col = Column(np.zeros(len(self.primaries), dtype=float), + name=col_name) + self.primaries.add_column(mag_col) + # Loop through each star in the isochrone and + # do the filter integration + print('Starting synthetic photometry') + for x in self.pairings: + listofStars = self.pairings2[x] + table = self.pairings[x] + length_of_list = len(listofStars) + for ss in range(length_of_list): + star = listofStars[ss] + # Nada used to be a fill in value. + # I thought that None would be more intuitive + # So we will be using None + if star: + # These are already extincted, observed spectra. + star_mag = mag_in_filter(star, filt) + else: + # We want nan to stand in place + # for stars that do not have valid T + # or radius or L. + star_mag = np.nan + table[col_name][ss] = star_mag + if (self.verbose and (ss % 100) == 0): + print(verbose_fmt.format(table['mass'][ss], + table['Teff'][ss], + filt_name, star_mag)) + endTime = time.time() + print(' Time taken: {0:.2f} seconds'.format(endTime - startTime)) + if self.save_file != None: + with warnings.catch_warnings(): + warnings.simplefilter('ignore') + self.singles.write(self.save_file + + "single.fits", overwrite=True) + self.primaries.write(self.save_file + + "primary.fits", overwrite=True) + self.secondaries.write(self.save_file + + "secondary.fits", overwrite=True) + return + + def check_save_file(self, evo_model, atm_func, red_law): + """ + Checks to see if a fits file with name the same as the value of + self.save_file exists. + If the filename exists, check the + meta-data as well. We make sure all three necessary tables + are there. + returns a tuple: + first element: True is file exists, false otherwise + tmp1: single star table (if file exists) + tmp2: primary star table (if file exists) + tmp3: secondary star table (if file exists) + """ + if os.path.exists(self.save_file + "single.fits"): + tmp1 = Table.read(self.save_file + "single.fits") + else: + return (False, None, None, None) + if os.path.exists(self.save_file + "primary.fits"): + tmp2 = Table.read(self.save_file + "primary.fits") + else: + return (False, None, None, None) + if os.path.exists(self.save_file + "secondary.fits"): + tmp3 = Table.read(self.save_file + "secondary.fits") + else: + return (False, None, None, None) + # See if the meta-data matches: evo model, atm_func, redlaw + out_bool1 = ( (tmp1.meta['EVOMODEL'] == type(evo_model).__name__) & + (tmp1.meta['ATMFUNC'] == atm_func.__name__) & + (tmp1.meta['REDLAW'] == red_law.name) ) + out_bool2 = ( (tmp2.meta['EVOMODEL'] == type(evo_model).__name__) & + (tmp2.meta['ATMFUNC'] == atm_func.__name__) & + (tmp2.meta['REDLAW'] == red_law.name) ) + out_bool3 = ( (tmp3.meta['EVOMODEL'] == type(evo_model).__name__) & + (tmp3.meta['ATMFUNC'] == atm_func.__name__) & + (tmp3.meta['REDLAW'] == red_law.name) ) + ret_tuple = ((out_bool1 and out_bool2 and out_bool3), tmp1, tmp2, tmp3) + if ret_tuple[0]: + print("We found files from which we can create our isochrone") + print("Evolution Models of potential saved " + + "isochrone and desired isochrone") + print(tmp1.meta['EVOMODEL'] ) + print(type(evo_model).__name__) + print("Atmosphereic Models of potential saved" + + " isochrone and desired isochrone") + print(tmp1.meta['ATMFUNC']) + print(atm_func.__name__) + print("Reddening Laws of potential saved" + + " isochrone and desired isochrone") + print(tmp1.meta['REDLAW']) + print(red_law.name) + else: + print("Need to Recompute") + return ret_tuple + class IsochronePhot(Isochrone): """ Make an isochrone with synthetic photometry in various filters. @@ -889,7 +2371,7 @@ class IsochronePhot(Isochrone): The distance of the isochrone, in pc metallicity : float, optional - The metallicity of the isochrone, in [M/H]. + The metallicity of the isochrone, in [Z/Z_solar]. Default is 0. evo_model: model evolution class, optional @@ -979,7 +2461,8 @@ def __init__(self, logAge, AKs, distance, else: metal_pre = 'p' metal_flag = int(abs(metallicity)*10) - + + save_file_fmt = '{0}/iso_{1:.2f}_{2:4.2f}_{3:4s}_{4}{5:2s}.fits' self.save_file = save_file_fmt.format(iso_dir, logAge, AKs, str(distance).zfill(5), metal_pre, str(metal_flag).zfill(2)) self.save_file_legacy = save_file_fmt.format(iso_dir, logAge, AKs, str(distance).zfill(5), metal_pre, str(metal_flag).zfill(2)) @@ -1246,15 +2729,11 @@ def __init__(self, logAge, distance, evo_model=default_evo_model, # Initialize output for stellar spectra self.spec_list = [] - # For each temperature extract the synthetic photometry. for ii in range(len(tab['Teff'])): # Loop is currently taking about 0.11 s per iteration - gravity = float( logg_all[ii] ) - L = float( L_all[ii].cgs / (units.erg / units.s)) # in erg/s - T = float( T_all[ii] / units.K) # in Kelvin - R = float( R_all[ii].to('pc') / units.pc) # in pc + # Get the atmosphere model now. Wavelength is in Angstroms # This is the time-intensive call... everything else is negligable. @@ -1681,24 +3160,12 @@ def match_model_mass(isoMasses,theMass): dm = np.abs(isoMasses - theMass) mdx = dm.argmin() - # Model mass has to be within 2% of the desired mass + # Model mass has to be within 10% of the desired mass if (dm[mdx] / theMass) > 0.1: return None else: return mdx -def match_model_masses(isoMasses, starMasses): - kdt = KDTree( isoMasses.reshape((len(isoMasses), 1)) ) - q_results = kdt.query(starMasses.reshape((len(starMasses), 1)), k=1) - indices = q_results[1] - - dm_frac = np.abs(starMasses - isoMasses[indices]) / starMasses - - idx = np.where(dm_frac > 0.1)[0] - indices[idx] = -1 - - return indices - def get_evo_model_by_string(evo_model_string): return getattr(evolution, evo_model_string) diff --git a/spisea/tests/Comparisons_w_Real_Data.png b/spisea/tests/Comparisons_w_Real_Data.png new file mode 100644 index 00000000..3c82a88c Binary files /dev/null and b/spisea/tests/Comparisons_w_Real_Data.png differ diff --git a/spisea/tests/iso_6.78_2.70_08000_p00.fits b/spisea/tests/iso_6.78_2.70_08000_p00.fits new file mode 100644 index 00000000..4d9a0126 --- /dev/null +++ b/spisea/tests/iso_6.78_2.70_08000_p00.fits @@ -0,0 +1,134 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 65 / length of dimension 1 NAXIS2 = 645 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 9 / number of table fields TTYPE1 = 'L ' TFORM1 = 'D ' TUNIT1 = 'W ' TTYPE2 = 'Teff ' TFORM2 = 'D ' TUNIT2 = 'K ' TTYPE3 = 'R ' TFORM3 = 'D ' TUNIT3 = 'm ' TTYPE4 = 'mass ' TFORM4 = 'D ' TUNIT4 = 'solMass ' TTYPE5 = 'logg ' TFORM5 = 'D ' TTYPE6 = 'isWR ' TFORM6 = 'L ' TTYPE7 = 'mass_current' TFORM7 = 'D ' TUNIT7 = 'solMass ' TTYPE8 = 'phase ' TFORM8 = 'D ' TTYPE9 = 'm_nirc2_Kp' TFORM9 = 'D ' REDLAW = 'N09 ' ATMFUNC = 'get_merged_atmosphere' EVOMODEL= 'MISTv1 ' LOGAGE = 6.78 AKS = 2.7 DISTANCE= 8000 METAL_IN= 0.0 HIERARCH METAL_ACT = 0.02380291467262473 WAVEMIN = 3000 WAVEMAX = 52000 END EgtI#@oA1?@! h-F?UB@7|3 $EqN@`.ơmA ]{?Z@#,#F?9q"@7pFEj@V A?is?h@%T9F?xز@7etfE|@׵B@A8?ev@+ݖ\F?؟@7TWE3FH1݊@2#Agg?RWv@-[F?R ҿ@7Hd +:E ir@ _A?S?l@9svF?@7AE"Hp:_@Aݿ>#AY:7O?L{̇@7N(k|F?LzKi@7)E#=3@_JgA#co10?&/.@6 XF?&G@7 lE$ C@5AuD?%4uG@67JF?%3~@6LE&em@y ǞwA'Vs{?50f@7F?5.,!|@6J E'MnN*@A ?Ff#[#@9rDF?Fe2C1L@6m~ܰE)P]@/Awnm?zy}@;EF?zx58ݿ@6ôw"E+2@[yALC?Ȇbi@<7F?Ȇʿ@6UY%rE-6m@#'`A;zm_?ɂ,>@=xIF?ɂP@6p E.eym@=kA:1?u}@>wLAmӶ?U@D=F?T@6&.8pE8}b^@>1XAgI?҄Sr@Ggz!FF?҄Ro@6pE9׸8@_hEƆAPJ;R?''9:@H97*F?'m @6 +zE;@6LZAq?4< =@N7ʟ8F?4:o"@5<߄bE;lQF-@}A?Cա~%@P_F?Ci@5bYE<Aw@=A[?[9$@P^GF?[7r@5^E?ԇQ@M 2F?ԇ׫[S@5HiE=p7LG@ "AU+?J֏@N{0\F?I(Z@5QE>h]@ژ.iA)?J#XZ@PT5DF?Jkl@59|SE@P@'LAvv??Z9%@S~TXF?Z8̿@5ϞWEAVKF@C zAįN?IG@VvF?I@5j ECED!@9rAB"'Ղn?ʼ5=@[sF?ʺ#@5V3EDxN@s 9ՄAÊ2?پ8,@_fR/F?پV@5LEF2 Kw@b[ At?ە@elkF?ەė'X@5C@JEH<4o@M5}SAė?T +q@k t&F?TM@5m鐒EJAX'%;@?AA iG%?Wn @pQF?uȿ@5Z&wELL3@̘[A}U4?[pR@uF?[ @5HexEN&@ٛ +Ax5?Ph &-@{F?Pfο@54QEP}@{@QCVAh*Z6?;.jl@OF?;zܿ@5##$EQL @@tCZxJA  +? yG@]p;qF? ü1x@5gWER @4fA#?a%@y]ʖF?_UT@5֒ESV4]~@ +%Ac w?K34@>2F?KSfCҿ@4ETH@GuAǔ>t;?ZE@DF?aH@4lnETy@VS?b~%@gҒZF?bb3 @4x4EWrԢj@BHJAȅ+)?q{@ے[F?RCۿ@4҈ywEX<7ew@ʲ]A/S?紲< @ 9bLF?累Gsp@4M߆#EZ4ayC@e-A V?uU@D F?uz!@4<:E[{G6 @AoѯoZAm?AcP@NpF?ALk@4G E] @Aɸ`?oKa@2SF?m1l*@4lxz dE^êZ@X0A E?Mh@B^F?߁զ@4mE`IW@ j+AI@ ?dJ@nBUjF?ܿ@4LEa< 5w@.bFCȭAʐFŴ?3a@.\F?욾[т@4ՈgEbJ=rC3@Th7A&?pYS`@b;F?pV@4w4{/Ec\::@{j {A"pgE?@>@F#IF?@c9@4mtinEd@fAn|55?ce@{ѮF?`@ڿ@4c{łv Ef[ʵX@pA۱.Ľ#? +Ĥ@ 3F?yo@4U REg\ڗ@ W(b7A1+?TB@A F? @4I< +Ei>@._YAlb#?B o@,ZF?@LĤR@4B:EjC?@VFA̵>MD?5_1 +p-@pv +gF?5]hA߿@49saEl2@@?AyL?:ڃ@1F?8#@40VEn=ZS@A^E? kw@yeF? r+G@4%I(JEp%?@ɅtA͸5*P?yҦj@2F?yг+@4)+y5Eq7 !@*^AuH?we>@EAF?4q@4LSEr@\_6AΜ"?~Ǎ$@y|F?~v|&@4='EtL֠@PAęQ1?,f@~0F?@3K)3Euަ@vggAu@:N|?a}@H!lF?aGjt@3edEwrq@❳`AN;?\=@U٥F?^@3ݞDzEzRRx@KS)EmASV ^?~B@;F?~@361gvE|I@<dAХz?h@uhVhF?fy@3 'zE3c^[@eAC?ۢ@qkF?P Ͽ@3stEWmVߢ7@? &A ?/O\@a<]F?/@3b1 STE,+@CZAӛg~?ڵ@KF?ڲ@3G >EHhR2@2YQYA9g)&?wGFb@1J+g"F?wCtcѿ@2rheExj@UdA?u8?nC +@9,F?`¿@2On?BEwd‹@ ~E~JA!֦?/@sJDsF?띨@24@2E{:o@sæ^Av7|?{:b@kl$F?v[@2$ Ez/03@:9%A7v\ ?8X@U!F?8\1u@2 ^cEr>zz@kMMA܎,f?}ѳJ@#[6F?}(@2#ME~La./@*@Aۨzk_b ?Wq}x@kF?A @2*Z E‚%@Aڕ5}U? +E@C%F? +tq@24E/'@_;%PAH^?]`Ѵg@NF?]״+@2C$kEh1-@hہ{BA cRE?z@tD͐F?L@J@2TcW5Ef0@pAv,Z@:k@F$pF@ u@2pʭME +&X@fAAn8y@0K @snF@0Ht@2*sMҬEK%70@]A$@2ߝ%@[nF@2w@2=ŷݥErYp@mAՂ@T\m<@tyF@TYsK@2>8SE]Q@~p.AŠ6"@+uVG@.xF@(`D@2<2 E2X2@iCAa SǺ@Ö{#3@UDF@Ò.@2@WE4@UuAf!@ Z@IF@ ̖y@2/8E"@+AaP.#@YM[4T@||F@Y`"o@2B E6Z:@>EEAC菠@y@IF@o@23EO@l6",AKp/@R@Ռe4F@i|@@2T_El]@suAӮ2r@fW>@@F@aw@2=Ef6@' AΛ *<@C@>^nF@CzQ@2"E[d3 @J!^A[%!@-Ӧ@:WUF@a@2kźEĊQΞ@kA53u#@@Ip'F@Y]@2$ExgL@ĚO˄AInM@+ UqZ@LG<ϥF@+ޗ@2`"wE"Ԅ"Ž@ĹXqAY0Ɛ@Tvr"@L 7F@Tp@20l\EǸHh/@'k@4A '@+@MϹt7F@%,S-@2F9Eأhs@1%AҘD)@s$W@N`oUF@m0/@2UI E]N@a.Y[VAұjʰ@&[q@N +bF@&T_}@2qE։a${-@ŁAÅkI@Q2L;@OHYF@Q 6@2/(-0Ě@I0ՆAqH@d(@OF@jt@2ybEB!@YA0@0A@PG^jF@* @2?z,E@xWAYt@G,@PBF@M @2blrzEC|@M;-A6H^/q@^cET@PAF@^\q@2}^^|E5×@ƊoAX@İd@QabF@02@2v 9fEL8 +_@ƱIĥAqմM@@P)驚F@e@2q E~0&o@ֽlNUAӈ?@M.@Q _XF@@2moKEbV t@ P`AӨG`@ajF @Pn-F@a@2g^jh4E4G @69 cAr|[@ɼ@Pܳ_0F@"A@2bIE*@htn#WANjX\@Ȍ@PXF@w,@2[˪7ME3@ǜXG}A|2]=@3.<%@PaF@3%4!@2UE๟.wU@c$CMABIC@ ޤ9@Kg/F@ ޗ耵@2غ<Em az@ɒTAdYv@ +'qѸX@JvF@ +'̎YU@2MrE&Ts@}A)AՆ|mX@ +pDdEOME@`Ab6ǀ&@ F ?@EimF@ F#yL@10VEKZ@uMAֈvܬ@ ;r@DrlF@ J@1EgV@G]Aֲ&-@ Rg@Cdo8F@ po @1庙Eo@|S!A(8Vٶ@ Jc?D@BZfF@ JZ@1ߒ+J.Eh@˲r#؆A @ (@AP&^{F@ -@1i&@E8@ͱYAأ@@7F@R@1`oEpR@ʓjAԲ +@ O@5;F@{~@1iLEHr>t@1ARnC@ͻ@4\F@h@1kEg@S%dA-qgD@+ɟNP@37P`F@+@1lEDP@ΏߌAaN7@ddM`J@1CHF@d݆@1VsEN}@~Aّ7-@f91@0tA +:F@U@11KE>E@zA!ˠ!@ͨR@/$F@͖KK@1|D/EcSjf@3LPA8M@Z{@-y,F@H(D@1v; E>6@h4=DA E@5|@,wuF@4yJ@1p]fE*z@Ϣ ZCAQ_R!@mYr@+43F@mE<@1j_h"F#3@ܱd)Aڄc@HU@)لX F@^@1d4nFϧP@ Aڶ`)@TYd@(@'3A`\@>T7@)QF@"(@1-ohFv@A0AܕB@ܛ@isPF@Va@1',GF "D@.qF{AsxK@82<@efF@8C@1!F +IJ @J%(A7@sm@vWF@sM@1F $@egIkYA1X(<@=\'@?+tgF@Zw.0@1?zF ޥ@тI(6Ag.@(@#_F@ڽe@1&uF"D@џJ\AݜO]r@)G-R@rF@)Ѽ@1 ,K1>]FA@ѺQAYi*@d~w<@)nE?$F@d|}Y@12|zF4`vF@%fAn'@`c@%F@oMj@1 Fˋ-@rKA.?QZ@9[<@>xOaF@"@0MFV0s@,sAW7*@ ≂@`2|F@ YR[n@0 #F2q@55Axj@=o(\@wkF@=HX@0ߗXqFg:@5nGxAަAF@nv@{ƓF@m#6@0hF=Rӌ@ >@ Y/F@ [G@0F&w$@Ҙp,AQ|ɿ@EٽQ)@ +$:F@EL&@0թnF[!@ҳF#f]A߂;0=@16@ zF@tXN@0[DSFp8/@ϧ1L#A߷Q +n@ᒎ@dUF@™1@0{QF]T0a@vP^Au朝,@ +?@F@ +J9`@0̃6wFT:[@ aAKB@T2f9@RL/F@S@0j)F]\YT@+GڟA;U@@*@; +1fF@d@0d-tFbd)@Mji6A_+@󳦻X@ҵF@}k@0BpFFEA9x@os"As)K@H;q@5F@H\(s@0pUF*,@ӓgYAP@y4@~CF@>@0GO,F~'ҁ@Ӻ~`E`AJF@A@uF@nmL@0CF Sxe@HAQП@b{Ъ1@PF@b<Z@0K}F |!)@aA& D@Ũ_,@ ޏF@f>1@0͵F!n]@/Vq<AQ_@+e@;F@+@0x,eF"%ܧ.@U=[ 4A|I.@x Y@- dF@0f@0iNyF#rΫ@{~]AoƘ@.J@h.,F@ǰ@0}SF$9x@ԟ;IAE,'@\?@J۫F@[=^Z@0uȩF%@5B. Ag )a@2I@/NF@!@0m ǿF&RyM@2A:NZ@1 b+@1~F@0pڐ@0e|F'U/@ ǜtAk>˜@g&@b\F@M<@0]њNF)̐Q@;AA[7@1F+!Tx@ՔM.+Ak/@ !ҲL@چ 4F@ v@0DPF-텷@–s[FA8@ G@&CF@ G(@0;YF/'\DlP@Ӱ+Amf}*@ p,ٹ@)E&zF@ Pgw@03mUmF0sD@ rA㣂=p@ ৾@R3sF@ ʽS@0*ŭ\xF1[ty@Lq +rAC@! 6@g|F@! @0";bF2O;X@y>A<@!Nx@LHCF@!O}@0 MF3G=V@֤¢AJ2W@!Jt@MDrEF@!XX@0 cF4J3@c4AMh@!Ҵd@ť겕F@!Ғnx@0qC F5O2z@i,A佥.@"OD[@;|1F@"c0@0.buF6^^n.@S,AS( y@"Tv@R oF@"Rz0͝@/H~ F7læd@A[A41{@"Ƴ@y aF@"?B$@/c/E@F8w@c]hQ}Ao+>3@"ҷ@-G.?F@"R?@/F9Z@ׇ橯)A嬍YP@#*f@} F@# E$ xh@/% +F:V)T@׬3 lA׎@#X@` F@#O~f@/DRFF@$ ٽ@/`8ĮFA–E@؏ Ago@$9@T~F@$FVvi@ۇg6Af? @+\v@3m@픙3F@1 @@,̯FjMv@ȾV\Ay R; @1I@m#F@1zW'@,sysaFmNRc@-A-# +@28%@FBF@1'@,D܍Fod@!2TY?A@2eMF@ ˹xF@2jnJ@, FqBZ7@7GMA/DHZ@3E=`@ūF@26@+ᎯFrp@N& + AUǼM@3N".@ЃubF@3C>=@+13Ft@h6=ACYG@4f{@iF@3p!c@+1-XFuD@@mW[\A~92@449βS@{RmF@34@+lFu@r`A*kZ@4WW8@XpF@4tM@+z1Fvu)8@wHzFAQs@4yK9h@{I>"F@4&k~@+|.Fv7@z\ A2oH)@4F@o/~F@4Ec@+qQFvՕO@}(8Ao!)@4ߎT@b(]F@4d:!s`@+fkFwxkߥ@A~ @4@Vy/tF@48@+Z~Fw@ށ{_Ag@5&B@IZfF@4PG@+OwؤHFxvoS@ނ&eA-wA@5$Q@=F@4!@+D,cF FxwUA@ރAo'@5F@0(F@4Pzq@+8ռ+mFy|xyBj@ރ>AGa^"@5i%]c6@"nǚ[F@4 FZ@+-nQFzX-@ނL AN@5@>6F@5Gd5@+!FzGyc@ށ+A=*ȉX@5k7!@F@5:v7@+dnF{**@ހ 8pA5Zzv@5wmz@ qF@5Y-c2@+ +7;MF{$h@}?AO@5ƕ$g@ c@{FA⮒@6Ƀ@ ^/F@5-=@*ajF|/aoL@w:JAdLD h@6;3Q@ ΜF@5eRo@*wSF}`ؘ@sDARB@6]X)@ :F@5ȏ r@*F}`@osA? ` @6 +@ :F@5?@*-hF~@kzJ+AS<@6=@ 0c`F@6!M@* 'ip|F=1|@fV)igAI0@6\z@ +F@60N@*U9FͽP@a~݅QAD@6YՎ@ tmjF@6QWx"@*R<%FO~!2@\KhF +A\y@7DxJ@ nF@6tzj@*)=FYȵ@V?EsuA3N:@7En}n@ ]IpF@6}%@*_TcF$@@N?^`A4豺@7{iR*@ KsF@6ŝ'P@*$opFEm"@tAZ$$@838@ F@7/[@*:O8 XpFq#@9gBrj@8)`ؓ@ kuF@7O-LK@**ث"F@@a+BPˍ7m@8U—@ + F@7r"2@*mFxzs@Ka?B$}f@8ˆ4@ KwI?F@7`@* +#4HAFgװ@W:BIǜ@8iVRp@ rF@7@)DGFppWy@ݽIB LK)@8e[G@ LR-ޣF@79@@)aq/Fm5׳@ݪ JBf3;d@9>k@ ~DOX F@8 2 c@)نVFOSur@ݕ_ΓtBri@9iBJ@:z @ ɠ]F@9)q@)dFep(@ |BN@:@ tF@9ITI`@)V!Fr$ʮ(@O~PB0{I@:X6@ eFF@9fZj@)HvUFv@Cb,B`[Y@:-"@ +]F@9BA@)9= FNh-@ܱl~BA#@;-Pa@ m0ICNF@9aޖ@)+/FmD@܍34 B:pz<@;*qG@ U:F@9;j@)職^F@fBK@;=^e@ @(>F[FXa{],@YqB ;b@=@ +6]_{F@;D@(FeqӮMFtS|V.@ܐ2QB ;7@=eX@ +KFF@;Ǚ9hR@(LR F\@ǧٴB N([>o@=!>,}@ +_6(+F@;ڱ@(R|`=FYxl@B R:@=Psf@ +r0FF@;ȅ@(X%FMFΓ m@1/%!BNQ3L@=tč@ +HF@;d@@(]jhF*@`vtKB|]@= b#@ +̫%OF@;.@(c/F@ݍ(B;gT2d@=@ + JF@;1)* @(hZF&D@ݻHaBt_$@=㵏Ze@ +v*F@;@z@(n;)ǰFW@˼eFB`"@=fT@ +1g[DF@;f@(s!B;V-@=T_M@ +T{fF@;Z@(y}͢ҳFo@1Bn'?@=m#}@ +`nE^F@;@)Nj@(uPXHvF.@ݣ_JvB 2Rm@=&Z@ +J}F@;8@(np[εFI z@g?-5Bf^ X@=4y@ +u]F@;:w V@(f wF֨#@,8Beы@=䫯vB@ +Y鈒dF@;Fr@([iFSR.@B 9~(&@=仳C@ +l튜1,F@;W[/@(PwFɷ\@ׇܴuB 4@=3Hb@ +MҟF@;n%@(Dҥ8Ft@w1[9~B +,f/s@=&@ ++d@ݻXB =d @=m@ x8O_F@;/\@(f Fd=@B ΐhTM@=ʑl@ Bsm+F@; |5@( *1IFQr$@ۇ/B h*c\@=wߖ@ ڛF@;F@':,F +H:@HE-w B })@=BG/@ gsK0F@;\_c@'DVF:A@ +NWB @=%Wh@ AiF@;=ԖZ@'q8+"F-T@Jw BAtJ%@=7A7j@ rF@;_>@'Z?bF;&Yy@ڗt67B*A +O@=L=@~t F@;M@'צEFh@aPB<@=f}t_@ՈXF@;g.Y@'eMJFB@*RbFBMC0\@=3D@?F@;U='@'\6!FJ@,beB_&@=(@'F@; qQ@'V4yF̕@ټhkB.:@=ÓL@w"F@;BZ@'wF|@م9=B;A@=Đ@@X9 F@;xl@'x,6/F\A@M}C]B:;6@=֣~W@9#OF@;@'J +pF[@ժdB˙X@=&u@ʵX-&F@;{gp@'>k|F-*?@ߺ{"Bn.l@='o}@vU(OF@; )@'2Fq C@ة B&=]@=6K@hF@;&$@''6 VFö@rSBx @=s%@*F@;ov4J@'nhOF>I(@<ۮB4@=%,Dz@lF@;@'#9Fg8@{[7$B!2cz@=1@|əF@;܄ׄ@'ST=F$&,@ksBw-.@=<A@]3.4FF@;ͼf @& xFb@ל_.B3Ӝ@=FvL@=BF@;_@&8Fj@gwVB)*%@=NmO@_rF@;N"@&Lr]Fl@3M3Be @=V#@h_HhF@;-҂@@&i4F.@{Bݚ"@=]Ykڽ@ܰF@;@@&?F@:,GB.s@=ca@=XF@;=P~@@&FW @=BTZ E9@=i2@.ܸlF@;y+@@&V/WF@֟:WzBS @=pF@bZ>F@;|ݦ@@&5bF;x@zB~@=vu@EF@;u~ +U@@&[F0Z%@VR%yOB*̅,@=~+ @ujF@;m`g@@&hxFWZ@2RHBsoB@=惷W@^ MF@;g#ب@@&('%F {Y@,i"ByK@=o@GxܪvF@;`tN@@&K'jF@-ԡ@] }Bq@=y@0TF@;Z@@&}FMo@v@BSmX@=Cw<8@%dF@;TЃW0@@&tF]3O@գctBꦃ@=@;@ +^F@;O'C@@&kF5瓽FOv$@Հ4EtABeR3@=CZ@=gF@;I@@&axNFMzv@]3B?.[;@=櫃"@Ԃg9F@;DYH@@&Xk*9AF_@:eR.BJt@=決@^l`F@;?:@@&NyCFyQX] +@.(B&@=渋k@6v +F@;;iZJ@@&EUe=F{@aA-B5J}@=L|$@ibvF@;7+Ϻ@@&;yabFٴޘ@/%+B.@=\R@wҔ6F@;3^@@&2CqwF9@Ա(yFB4G8F~@=@`1zF@;.Ǒ@@&( @Fy\h@ԏ[| qB6@=Ő@JO SF@;+Muf@@&*FւE~@mBy@=(g@45F@;'}@@&^jבFae @LsFB"[@={@@7F@;$/p@@& qzuGFn@,7*B<{I@=ڂ@F@; +m@@&.s2FY@ rDtB2@=i@pF@; N@@%m^DFo@>܀aB= -G@= @۲kF@;3Z@@% GF7c@4ݨBE8Ck@=g@Őå)F@;1@@%i@F^u"@ӰUhBDŽ@=]@dbF@;l@@%F@ӑMbBAy@=@/8!F@;,<@@%ҋ8FJ:@sF,%BZї@=kM@F@;Ҽa@@%ą!!FZqz@T_BU@= [d@lsF@;@@%ݩ$F XG@6IB"^ @= u@VdF@;zO@@%o۹F@=JBz7@=A@@nTF@;@@%ʂFK@e$BܚD@=t܉@)F@;M@@%Uc[FyL@ s4B@t9~X@=$=@@sF@;d@@%1_+F +鞍U@ҿ Bړh@=*)S @!@F@;JQ@@%GhF)̚a@Ң4菫kB h@=/ @c`F@;@@%bWʗ3FP(@ֻ҅B 9o@=4y]@ЂuF@;@@%haR7Fa +g@h@sB n8IXK@=:"@.t'iB +^?@=EAM@F@;u+@@%K묖MFy=@X'B!p .p@=J{Pf@wV :F@; ## @@%B%"%F6@ B!FY@=O詧@a .F@;T$@@%879LF!@L}B!~L@=UbiP3@J9>F@;Ng@@%/[F#݇:@ѽ:RB!/Lz@@=Z9o@4}y6F@;d@@%%3?F&% z@ѡOUpB!T@=_t 9@3 +8 F@;)@@% `@F(O $W@хw=* B")k@=dQh@8PF@;@@%g3XF*cI"@iB"dr[`@=i˒@^9F@;@@%x `F,L@Nw,'B"*!@=o% +@JeF@;a z@@$+jF.IL@3';kLB"1/E@=t/K@ϧBF@;yj@@$HŠF0P@y:B#7+@=y4<@EHF@;_@@$GbfF3AJ3@MJB#W_Sk@=~$J@>~F@;[2Ms@@$E%6F55HaB@#6 +B#@@=xq@܍F@;',@@$ֹZ*F7n@nB#V5@=U<"@kseF@; 1RB@@$]-fkF9ڤ6@ЬGnO4B$‚$B@=%!@U{F@;!F! +@@$ɛ|FRrF@;#O@@$F>Ӓb@x:sqB$Hgz@=疩(h@(=F@;%l@@$}\`FAf vC@^! .B$b@=t%G@.F@;&\;f@@$=C767FDk +@D-əݳB% o;3c@=N< @_=F@;(2@@$^5FFaȇ:@*az_SB%em|@=o@䂈;F@;*q%@@$k.FI@-B%Zs)@=B@xF@;,`Ŧ@@$i*WFL$]@wsnB%H&4@=r%@VfF@;.rLa@@${DFOhx@ϻdB&:3?aB@=#@=F@;0j@@$pHҍFS;x@ω_P;DB&rQ|@="%:@/F@;2a)@@$fyiµFVnpQ@WE|B& +LR@=ie@sc||F@;5ˈ@@$\#*ȇFZ,`@%x¨hB'r@=^q@\{(F@;7`@@$QJktF]yN@ B'c UyK@=u)@E>kF@;9@@$G*YSFa|h+@6B'm(:@=)\@/;F@;<1I#@@$<êFeso@ΑڟB'/g@=<@sޅiF@;>~@@$2/FidB@a>;8B(N\73H@=OP 8@{jF@;AmG7@@$'}sFmu@0t +}B(:?@=crV@ݩh\F@;D#r@@$sFq@ӗ4B(# @=vk%@wF@;F#B@@$Pl38Fvu@)B)BW<@=艷@1&F@;Iw3~@@$%.FzYN@͡{̱B)Gc@=M3}@R^6F@;L@@#;MF)7@r5rB)*]b@=f@lYVYF@;O @@#xx`FN @Z%gB1Iά@=겝s?!F@;TS@@"OY FƨE@4H\B1)`@= g?iF@;jj@@"IF ʾ$5@ dB27@=z?_|dlQF@;OZ@@"jXFp71@1zC׻B2VHǢ@=H ?4[WF@;Ơ@@"SڙF?@øB2I2@= I?? FϨF@; -Z@@"939F2'@Ȟu`vB2Z%V@="h?.F@;Ѯ-@@"0MFN)@yhSB3qp(Y@=9b!?TΕF@;Aᨚ@@"wMF$Ø`P/@S_kPB3B%5@=O?6F@;id@@"vF)/P@,DlB3Y +@=fES?];F@;Ⓐ@@"gtF._ e:@4B3Ő6i@=}a,?1F@;e@@"&U%XF23 @)I#fB464@=W??ZF@;^@@"jځF7("c@Ƿx#&B4Ky@= P?]xpVF@;&@@"}nF<{2W}@ǑYޤB4I-F@=#?1F@;+X@@"siF@F|@jWZB4ՠ X@=D?,gF@;;gj@@"hP3FE +'@DkgB5֮@=A?Z(F@;>@@"]!xFIW3COr@ B5c +l@=*#?/:2LF@;T@@"SP9FM@pB5A@=d2? +bF@; ?@@"HlO{χFQ%S@7;B56 z@=7o?$CɤF@; H0}@=PU>?ѩ&F@;Ч@@"/34eFZC@ƊGFmDB6k?@=j ?)CzF@;D@@"%~fF^W@e_B6x P@= +έz?Sz۱F@;@@"yvRoFb^@A?j/B7"NnhW@=a?%0F@; `V+@@"7Ff2{@*B7p(8 @=S r?fF@; P_Z@@"wwFjz.a@8oB75b@=AG?ȒtF@;>@@!=Fn5=v@YdDB8mB:_7@=6">?SF@;'T@@!=vFR@ľ2_B:>8@=?$]F@;] @@!U5#Fcg,@Ĝ.)B;w~cN@=E?Q1F@;!@@!g:F;@z1B;pv6t@=<78>?ƓnBF@;Q0y%@@!2|FGԂ @XϓB;E@=ix6?_~F@;tBB@@!~J|F]@7UsY_B<-J@T@=QH?g|F@;_p08@@!sdV@=8&?|EPF@;Z0@@!@ CF 0 W@rt B>[@=h> q?MYPF@;# @@!6C$F2@R6RZB>OiZ>C@=^?F@;>@@!+HHFuV@2"rB?S/d@=.2{?BeF@;y@@!!xF-D+x@2b' B?xt@=l;?5%F@;}T3Q@@!R[pFˆtt@a[jB@V/@=CE?9H8F@;Y*$s@@! pFŜ{ʮ@ҸP-B@MGY@=r?`_F@;26*@@!saFl+x@³)e B@@=>;B?09N7F@;XY@@ dFK1@“RB@{@=SW?^ALQF@;ېVF@@ Q,_FδCY@tt:PB@.@=po~{?v+5_F@;}@@ 0F`^@UP9BA33C@=2 +%?m!F@;wru@@ ثBFR~ +@6C$YΦBAoa#@=7+=?p]e+F@;>ᅉ@@ P*-F֏\=@Yw=BA@=b8?@.N2F@;5/@@ Ð0l\FXo@WEBBPs@=?BFF@;z@@ KKFP@h BBY"@=n?DlF@;y@@ h6Ftdt@MOwBB^q@=R?wF@;0B@@ "& FK@nR(mBC ׈5k@=^2 U?35CF@;b[@@ IF~@D$ xBCjo@=LJ??F@;yg@@ y($}wF @@ScBC/ ~@=?K~m8F@;DK@@ j[X3Fu@t.wBD+Y @=e=?hsFF@;3@@ \cFVl@BBD߫N-@=݆?$DwF@;(x@@ MrAFu6{_@TBD:gF@=^2?D)+0F@;Ʒ.@@ >wF}K@xq!BE[7@=ȞXr?WF@;JV@@ /6AFT@OV`@BEP@=PX?W4F@;!:@@ Fr@'=e IBF2ě֞@=?$F@;9MJ@@ kWHFK7@4c8TBF8\@=E?? +rF@;E({@@ S FcX @aiBGW&@=?s\]TF@;; א@@J%d,F>v"@b9žIBG0c@@=tXj?˘F@;$pd@@؋7qFt8 +@pBGDG@=cy +?رF@;6@@Y*[F-Q8 @vXBHy@=D?ioF@;ѳ B@@Rc_FP8@yK'=5BH ͮ@>-UH0?ۈw*F@;H@@rFc bj@+_eBIxV@>%w?Ld0vF@;*Y+C@@Sp_CFpCS@gtvBI@>$T?>q`F@;1l@@3c=FJm@"BJ6ye@>4T?*aF@; 7@@3FJ!v@D,BK,is@>W9~?*JfF@;Hr&@@V{NgFp(@exҗBK&]d@>yf?'y5F@;Ladt<@@<+F4@@BL;o"@>4/?j EF@; i@@ }FyÀ@YUgMBL݁gHQ @>c`?F@;J@@c@F_K(@/RPBM/P@> .Z?((F@;'go +@@d3)@FZN@@L]YBPe +@>%?夣ߦIF@;ڬ4@@a4 Fc3K@IL~BPљ@>,/?YǸ9F@;hkVi@@۱F,@OS>#BQ}@>1e3?06pF@;WrXG@@@˩FH`@HBR2@㝳-@>4bT ?%~F@;Nw@@LCCFLp«@(@iBRʡE@>6,iD?,Bfa>F@;G_zH@@PqF +/Y@kyBSz*@>9FC,?4U2F@;6TD@@R.F%%E@җBNhn(@>,(?kWտRRF@:oSw@@OF@ItoBOŃ+o@>^?{(F@:hl3n@@$]Fi5,Q@FaBPP؅O @>'/?亸8F@:`{h';@@iF9"@tBP@>BoVa?㹩:F@:Vb9@@{F!e #@ L)HBQn@>0쬃?Օ[hF@:J&V@@EYF50@ٌBQ81@><_t?O)\F@: n@,zBRҸ@>BJ`P?au\\F@:,б*.@@;\gF3@@SOBST~cn@>#يae?߲)F@:3@@ mefFݙ:p@?n"BT@'#@>Sw?s2\dF@:R;4@@I8АFޘDf]@BT_H@>ʭWB?n.BF@9OC@@4rR%Fˬá@,A2BVTT+@> z=?Rd.:F@9\@@~vFN*@> ,BW18@>KD_?҇3<6F@9SR@@_UbFgmL=@_7-BX(6#@?: n?RGKF@8J^9@@ο^Ft/s0@SX6BX"@?\_?WÜhWF@7X/)@@ gQ6F`Ė,n@mBW_ F@?x?1DGF@7@5w"@@7d)FA u@DFwBV ͨ@?ɘ=s@?C*سF@7aV@@0oF@|%@|BT{ Q@?c?CQF@7zF@@FĆ@@pΪ^BSXק@?EI;?4hqF@7 Z@@֮YFb |@EඈBQ*qF@@m?1F@7*@@PFzh@>`wBQXccF@@0?JLF@7\|@@9aF/Fsk@K BPOwk@@;?oSjF@7y@@[C}6F%@MYBP,C@@4X-? ֈF@7W v>@@rp[FQ`@[&^|BPgM@@#v8@?`~8WF@7#t@@x OF@daBPw@@(3`p?6%F@7ڶ0+@@F G@\)}BPdx*tW@@+ԣ?WoHF@77c@@/()F6 .@զ~OBPRT@@.zX?tt) F@7 @@Z,F2C~(@BP?Iߙ@@1>?ZF@7䞛@@ |Fk$m@àK*BPF wx+%@@2TN?{ &b>F@7L@@z:FΠ@[3BP=`D@@4Eo?Z' kF@7@@#XF$h7@ BPN&vɶ@@7*?8~OF@7. @@kFS~@ pBOaG@@:\_zl?sF@7wsP@@¨/0F[>@೬OxBO״[M}@@>V?|F@7I@@yF&P5@NBPkUg@@B͍?㫝?F@7h/@@NpFE&0@΢B#BPJ$@@@H!?8Gu^F@7f@@ +۽UFfnV@ :5BP*Zqv@@S[X?T)dF@7UDA@f@@{39F8E@mrRuBP݁? O@@g3?!V}RF@7sF@@`\XUF׽h@||TBPMUh@@w`k?Uux)ZF@7ZRT@@q.cF|q@Z_LcBPnkDq@@ag`\?UZ:-F@7%}@@J ]cF@ESBP,` ~@@xaL?ZZDF@6S.&@@_͹FC뾷A@)BPNز@@6{FE@vBJ-BT_C7@@U_?F@5d 4@@_(WkFapα@O3BT^[@@:?䢱]4F@5A)wH0@@{F>sd@p,BUJn%~@@0?պOAF@5<"Փ@@%F#WklY@)c;QBUX@@:ɨ?ԌɔlF@5f@@%|F@hIBV5/@@6s?bZ47JF@5@@v/F@+BV4^9@@p7+?. KF@5;/Fr@@Q@?`FoH@[]BW'ؽ!@@ġh?}(F@5ao@@9P{FU#=@ ޢtBWH@@)?ړzf_F@5@@pF: @o_BX*YL@@ej1?͓ripF@5˃Ι@@ĠAF$SZ@^TBX3R@@p?xF@5@@l0FT_@O_z:BY2cGȗ@@C-e-?t !0F@5S f@@[F椏J7h@xqBYɫ˩@@ls?zdF@5yKx@@F,q@MBZaXŤ#@@?03^LF@5oV JL@@[Fskέ@t\UB[ +O]@@UWG?RZʕF@5dI3U@@68\Fys[<@-"bB[pEo@@łƷ?=rF@5Yq@@=w7Fc.xҜ@,PAB\TڇS@@yQV?ԉu8\F@5O'+ +@@E!SFSZp@B]Ԩ@@|?IF@5G5@@P ۱FQ1@gљ0^B]oM|@@A(?2,F@5?Zq@@[laFe 䪅@(^135B^7@@ɢV?3c`F@54Y @@fXsʣF#ר#X@O`R\B^=pa@@-oq?WȋF@4lzD@@\FKcݪ@ +NB^( @@=.KI?J% F@4ч@@oԌ`Fyk@W +_>B^ E$t@@NDI?P>F@4Ж]!l @@cx]ӬF[1a@p`+aB]>Y"@@`?==~F@4Ϛ]SJ@@X3@FΨ@ Ը#HB]Wgbk@@s_7?$iF@4ΚV o@@WȴF7 @ +3$B]cL@@I?YP jF@4ͤN@@_GF[&@(9AB]~ՙk@@|W?#F@4̧+Z@@g}h?F~Ά +@^X7B]S@@&? +F@4˪S@@ohF6&bV@,yB](1l@@帬}e?ހF@4ʥ9@@wRMLF@B\L@@E?xёF@4ɢ/@@R MHF[D*@*|zB\KO@@QHj?7% #F@4ș?@@#F*V@@FB\Wh@@Q?sOF@4lj@@M0F&Qɠ@UKnB\Fz@@R?d(F@4~"R@@ V0\mF'mf@h'rB[0@@3?F DuF@4n@@Fc+@v@Kf`B[*t@@"W?F@4ēm@@Էh FH{@R @B[| +F@@2!?a0F@4öbƝ@@ekF.i@AB[HIK@@?d3`?h,|F@4 C@@ΎUXF; @B[#@@Lx?-#F@42$j@@8ڎJF.@LBZUO@@X+4?\F@4Jg@@ L|FޟY@WxBZ<:P@@cJY?59yF@4~A@@0!FžcA@'WBZǏ@@ld?nF@4c@@*ƶF7}@2BZD!@@vr?ؚF@4iN`@@;Ÿ3F!) @GfBZ)vNq@@TU?ÏF@4lM@@DDPF)0s8@խBZ-yy@@ߢ? +CF@4@@GlF}#t@ֳd:BZ,ʕ@@暭s`?JF@4pO@@J;Ww6Fp|^@F@@?ɨc=F@4qt|@@Q˥FR`A@3BYIM @@濇/??F@46o@@UNFCoz@ݳk^'BY"0!@@cB?a<3F@4p@@]bPF4}@XBY@@*?1]ڞ4F@4OM@@eqw|F%6$@?tHBYW?T@@І2?BF@4D@;@@l]$F%A@rXBY+KyR@@5.?™lF@4Ps E@@samF+qPO@\2޽OBYyG@@Ol?A NF@4!< j@@y{`qFpfyp@M"_]BYXA!@@ ??}F@4>@@xTlF#f@ -BY>N@@ވw? rF@4vGH@@vzHFl:@՗?q&*BY99@@c?ؤαF@41s@@tX$5'FH@M BYBȥ@@l?KF@4n@@r}Fn o@inBYz@@l?âև F@4q@@pxx:F5z2@ ˦BY6@@ ?oMݤdF@4gjS@@r JFBE@;v@BY'm@@jNQ@?(ZJF@4DQ@@l^CFEu*@2OBYڑ_@@1?7t6F@4 E'@@gB6-FETP@=ZBYa.`@@DHY?‰<3F@4oW@@b/FBx@HBY\h +@@(v#?%eYF@4 p@@]%F@p@/@H{PBZ«@@5:?)F@45Od@@X>EF?@\EBZ +@@>NV?LF@4*-@@RރNA=F>ǓFIi@~M] BZ- }mm@@EzW ?:F@4\c@@N_MF<862@z[БBZ5ho@@LԞh?qMF@4/{ێ@@L]F9Rl@x5 BZ8"5V@@Suj?VF@4T@@K㗂F6D @wC?TBZ8qRQ@@WIP?lF@4n3@@K=AF2h@wDKBZ8]OS@@[U)?qOF@4ؓ +c@@LȯF/S@vBZ8Et;'@@]??`F@48@@L4F,Qkn@v9BZ8l@g@@_ ?qF@4f22@@L&߅oF+"U@uOjBZ8Jy@@aY?}F@4SAn@@L +hZF* +RPǗ@uC BZ9gUA@@b%?i~F@4ʲl.@@K2F(F@t&BZ:, @@b?R ,*F@41D@@KФ`F'87 ɲ@sJtiBZ; @@c?`Y,F@4@@KxLȩF%q@r.BZ=Rͩ@@dn?.*ҘF@4H@@KǢF#X-@qqůBZ?Ta @@d?"F@47@@J \ No newline at end of file diff --git a/spisea/tests/test_BPASS_cluster.py b/spisea/tests/test_BPASS_cluster.py new file mode 100644 index 00000000..8619f141 --- /dev/null +++ b/spisea/tests/test_BPASS_cluster.py @@ -0,0 +1,584 @@ +import pytest +from spisea import synthetic +from spisea import imf +from spisea import ifmr +import numpy as np +from pytest import approx +import math +import matplotlib.pyplot as plt +py = plt + +import pickle +import sys +import numpy as np +import spisea.loading_jlu_file +from spisea.loading_jlu_file import load_klf_by_radius + + +def test_third_figure_tests(): + """ In this test I will try to make sure that + BPASS clusters' KLF's do not deviate too widely + from that of the Observed KLF from the Young Galactic Center Stars + from Lu et al. 2013. (around 6 million years of age, solar metallicity, + 8000 parsecs from the Earth, and 2.7 AKs extinction). + For our purposes, we want to make sure that the Observed + and BPASS counterpart's KLF's are no farther apart than 0.25. + We may also inspect the KLF of the BPASS and MIST v.1. cluster + and also the overall initial mass of both BPASS and MIST v1 counterparts + to the MIST cluster """ + + result = load_klf_by_radius(mask_for_log=True) + magBin = result.Kp[1] - result.Kp[0] + idx = np.where(result.Kp < 16)[0] + klf_mag_bins = np.arange(9.0, 17, 1.0) + binsKp = klf_mag_bins + binEdges = binsKp[0:-1] + (binsKp[1:] - binsKp[0:-1]) / 2.0 + + + BPASS_iso = synthetic.Isochrone_Binary(6.78, 2.7, + 8000, 0.0, + filters=['nirc2,Kp']) + # If we want to use control group, let's use multiplicity = None. + custom_IMF = imf.imf.IMF_broken_powerlaw(np.array([1, 150]), + np.array([-1.7]), + multiplicity= + (imf.multiplicity. + MultiplicityResolvedDK())) + BPASS_Cluster = synthetic.Cluster_w_Binaries(BPASS_iso, custom_IMF, + 1000000, + ifmr=ifmr.IFMR_Spera15()) + + area = 116.098 # arcsec^2 + # Think of how many stars per area would there be in a cluster + # similar to BPASS_Cluster + # but with lower mass. We use scaling. + scaleFactorBPS = ((17000 / + BPASS_Cluster.star_systems['systemMass'].sum()) / + area) + MIST_iso = synthetic.IsochronePhot(6.78, 2.7, 8000, 0.0, + filters=['nirc2,Kp']) + MIST_Cluster = synthetic.ResolvedCluster(MIST_iso, custom_IMF, + 1000000, + ifmr=ifmr.IFMR_Spera15()) + totl_mist =(MIST_Cluster.star_systems['m_nirc2_Kp'] + [np.where((MIST_Cluster.star_systems['isWR'] == 0))[0]]) + totl_BPASS = (BPASS_Cluster.star_systems['m_nirc2_Kp'] + [np.where((~BPASS_Cluster.star_systems['isWR']))[0]]) + mist_scale = ((17000 / + MIST_Cluster.star_systems['systemMass'].sum()) / + area) + weightsMST = np.array([1.0 for x in totl_mist]) + weightsMST *= mist_scale + weightsBPS = np.array([1.0 for x in totl_BPASS]) + weightsBPS *= scaleFactorBPS + # Binning the K' magnitudes into their respective bins + # And plotting KLF's of BPASS_Cluster, MIST clusters, and + # Observed KLF + # n, bins, patches are exactly the same objects that are + # described as outputs of matplotlib.hist + # Right below: BPASS cluster KLF histogram's bin values, bin-edges, and patches + n, bins, patches = py.hist(totl_mist, bins=binEdges, histtype='step', + weights=weightsMST, color='green', label='MISTv.1 Model', + align='mid', linewidth=1.5) + # Right below: BPASS cluster KLF histogram's bin values, bin-edges, and patches + n2, bins2, patches2 = py.hist(totl_BPASS, bins=binEdges, histtype='step', + weights=weightsBPS, color='blue', + label='(BPASS Model KLF)', + align='mid', linewidth=1.5) + py.errorbar(result.Kp[idx], result.KLF_ext_cmp_sp_im_noWR[idx], + fmt='ro-', xerr=magBin/2.0, capsize=0, linewidth=2) + py.errorbar(result.Kp[idx] ,result.KLF_ext_cmp_sp_im_noWR[idx], + fmt='ro-', yerr=result.eKLF_ext_cmp_sp_im_noWR[idx], + linewidth=2, + label='Observed') + py.xlim(8.5, 15.5) + py.xlabel('Kp magnitude') + py.ylabel("stars / (arcsecond^2 mag)") + py.title("KLF's at Age = %d Myr" % (10**(6.78 - 6)), fontsize=14) + py.legend(loc='upper left', numpoints=1) + py.savefig('Comparisons_w_Real_Data.png') + # Now compare differences in the heights of BPASS cluster KLF and given KLF + for x in range(len(binEdges)): + assert np.abs(result.KLF_ext_cmp_sp_im_noWR[idx][x] - n[x]) == approx(0, abs=0.25) + print("BPASS IMF does not seem too far off when compared to the BPASS IMF") + # Now compare differences in the BPASS and MIST KLF's (or values + # of bins in histograms for both KLF's) + for x in range(len(binEdges)): + assert np.abs(n2[x] - n[x]) == approx(0, abs=0.25) + # Now compare the initial cluster mass of both the BPASS + # and MIST cluster + assert (np.abs(np.log10(BPASS_Cluster()) - + np.log10(MIST_Cluster())) == approx(0, rel=0.2)) + + +def test_second_figure_BPASS(): + """ In this test, I will generate figures comparing the + current mass distributions of noncompact remnant stars + (non-phase = -99 stars) in both BPASS and MIST clusters + of 10^9.2 years of age and 1/10th of solar metallicity. + In the tests I will create and save a figure juxtaposing + the current mass distributions. + + Things I will be testing: + - Will there be no main sequence stars of + > ~ 5 solar masses (thanks Dr. McKee)? + - Will the highest mass stars have + + + """ + # Check if the evolution class works fine + # BPASS Isochrone used to create cluster + iso1 = synthetic.Isochrone_Binary(9.2, 0.5, 2000, + math.log10(0.1), + mass_sampling=1) + # MIST v1 Isochrone used to create cluster + iso2 = synthetic.IsochronePhot(9.2, 0.5, 2000, + math.log10(0.1), + recomp=True) + clus_1 = synthetic.Cluster_w_Binaries(iso1, + imf.imf.IMFSalpeter1955(multiplicity= + imf.multiplicity. + MultiplicityResolvedDK()), + 200000, ifmr=ifmr.IFMR_Spera15()) + clus_2 = synthetic.ResolvedCluster(iso2, + imf.imf.IMFSalpeter1955(multiplicity= + imf.multiplicity. + MultiplicityResolvedDK()), + 200000, ifmr=ifmr.IFMR_Spera15()) + # extract the BPASS isochrone's Primary stars' and companion stars' current mass + star_systems = clus_1.star_systems + companions = clus_1.companions + prims_cm1 = (star_systems['mass_current'] + [np.where(star_systems['phase'] == 5)[0]]) + companions_cm1 = (companions['mass_current'] + [np.where(companions['phase'] == 5)[0]]) + plt.hist(np.hstack((prims_cm1, companions_cm1)), 40, (0, 10), + density=True, histtype='step', label="BPASS") + star_systems2 = clus_2.star_systems + companions2 = clus_2.companions + prims_cm2 = star_systems2['mass_current'][np.where(star_systems2['phase'] < + 101)[0]] + companions_cm2 = companions2['mass_current'][np.where(companions2['phase'] < + 101)[0]] + plt.hist(np.hstack((prims_cm2 , companions_cm2)), 40, (0, 10), + density=True, histtype='step', label="MISTv1") + plt.xlabel("Current mass of the star in solar masses +" + " MISTv1 clusters (PDF) (binsize = 0.25 solar mass)") + plt.xscale('log') + plt.yscale('log') + plt.legend() + py.savefig('Comparing_BPASS_Current_Mass_Dist_w_MIST.png') + +def test_figure_one_BPASS(): + """ In this test, I will be running the plotting code comparing BPASS + and SPISEA codes. The BPASS and SPISEA isochrones are 10^8.2 years old and + have solar metallicity. I will also check if the supposed helium stars seem + to fit the profile of what is associated with that stellar type. In other words, + I verify whether the stars that are in what I think is the helium star area + (4.25= 4.25) & + (np.log10(iso_bpass.primaries['L']) >= 27.5) & + (np.log10(iso_bpass.primaries['L']) <= 29))] + # Do all of the primary stars in that region have initial mass + # >= 2.0 solar mass + for_all = all(He_star_region['mass'] >= 2.0) + assert for_all + # see if any of the secondary stars have become helium stars + He_star_second = iso_bpass.secondaries[np.where((np.log10(iso_bpass.primaries['Teff']) <= 4.75) & + (np.log10(iso_bpass.primaries['Teff']) >= 4.25) & + (np.log10(iso_bpass.primaries['L']) >= 27.5) & + (np.log10(iso_bpass.primaries['L']) <= 29))] + for_all_2 = all(He_star_second['mass'] >= 2.0) + assert for_all_2 + # To do: write subtest for checking the main sequence of the isochrone + +def test_isochrones_dim_stars(): + """ In this test, I will check whether the very dim (in V-band) + stars in the V band filter (bolometric magnitude + is akin to V band magnitude) are low initial mass, low temperature + stars. The isochrone used to generate those stars will be 10^6.6 years old + and have solar metallicity""" + iso1 = synthetic.Isochrone_Binary(6.6, 0, 10, + math.log10(1), + mass_sampling=1) + + # Now, consider very dim to be M_V > 17.5. + # Physical intuition tells us that the low mass stars (e.g. + # stars closer to M spectral type or brown dwarf area on the + # HR diagram. + dim_prims = iso1.primaries[np.where((iso1.primaries['m_ubv_V'] > 17.5))] + dim_singles = iso1.singles[np.where((iso1.singles['m_ubv_V'] > 17.5))] + dim_secondaries = iso1.secondaries[np.where((iso1.secondaries['m_ubv_V'] > 17.5))] + print("Number of primary stars with $M_V < 17.5") + print(len(dim_prims)) + print("Number of single stars with $M_V < 17.5") + print(len(dim_singles)) + print("Number of secondary stars with $M_V < 17.5") + print(len(dim_secondaries)) + assert all(dim_prims['Teff'] < 2000) + assert all(dim_singles['Teff'] < 2000) + assert all(dim_secondaries['Teff'] < 2000) + assert all(dim_prims['mass'] < 1.0) + assert all(dim_singles['mass'] < 1.0) + assert all(dim_secondaries['mass'] < 1.0) + + +def test_cluster_2(): + # Check if the evolution class works fine + # BPASS Isochrone used to create cluster + iso1 = synthetic.Isochrone_Binary(9.2, 0.5, 8000, + math.log10(1), + mass_sampling=1) + # MIST v1 Isochrone used to create cluster + iso2 = synthetic.IsochronePhot(9.2, 0.5, 8000, + math.log10(1), + recomp=True) + clus_1 = synthetic.Cluster_w_Binaries(iso1, + imf.imf.IMFSalpeter1955(multiplicity= + imf.multiplicity. + MultiplicityUnresolved()), + 200000, ifmr=ifmr.IFMR_Spera15()) + clus_2 = synthetic.ResolvedCluster(iso2, + imf.imf.IMFSalpeter1955(multiplicity=imf. multiplicity. + MultiplicityResolvedDK()), + 200000, ifmr=ifmr.IFMR_Spera15()) + assert (np.abs(clus_1.star_systems['systemMass'].sum() - + clus_2.star_systems['systemMass'].sum()) == + approx(0, rel=10**-2)) + # Now trying this with the custom IMF from Figure 3 of my lunch talk. + custom_IMF = imf.imf.IMF_broken_powerlaw(np.array([1, 150]), + np.array([-1.7]), + multiplicity= + (imf.multiplicity. + MultiplicityResolvedDK())) + clus_1 = synthetic.Cluster_w_Binaries(iso1, custom_IMF, + 1000000, ifmr=ifmr.IFMR_Spera15()) + clus_2 = synthetic.ResolvedCluster(iso2, custom_IMF, + 1000000, ifmr=ifmr.IFMR_Spera15()) + assert np.abs(clus_1['systemMass'].sum() - clus_2['systemMass'].sum()) == approx(0, rel=10**-2) + # Now trying this with the Kennicutt 1983 from Figure 3 of my lunch talk. + Kennicutt_IMF = imf.imf.Kennicutt1983(multiplicity = imf.multiplicity. + MultiplicityResolvedDK()) + clus_1 = synthetic.Cluster_w_Binaries(iso1, Kennicutt_IMF, + 1000000, ifmr=ifmr.IFMR_Spera15()) + clus_2 = synthetic.ResolvedCluster(iso2, custom_IMF, + 1000000, ifmr=ifmr.IFMR_Spera15()) + assert np.abs(clus_1['systemMass'].sum() - clus_2['systemMass'].sum()) == approx(0, rel=10**-2) + + +def test_third_figure_revised(): + """ In this test I will try to make sure that + BPASS clusters' KLF's do not deviate too widely + from that of the Observed KLF from the Young Galactic Center Stars + from Lu et al. 2013. (around 6 million years of age, solar metallicity, + 8000 parsecs from the Earth, and 2.7 AKs extinction). + For our purposes, we want to make sure that the Observed + and BPASS counterpart's KLF's are no farther apart than 0.25. + We may also inspect the KLF of the BPASS and MIST v.1. cluster + and also the overall initial mass of both BPASS and MIST v1 counterparts + to the MIST cluster. + Big Change Made: Use of MultiplicityUnresolved (Lu et. al 2013) + Use of Merged Models + IFMR = None is used + """ + + result = load_klf_by_radius(mask_for_log=True) + magBin = result.Kp[1] - result.Kp[0] + idx = np.where(result.Kp < 16)[0] + klf_mag_bins = np.arange(9.0, 17, 1.0) + binsKp = klf_mag_bins + binEdges = binsKp[0:-1] + (binsKp[1:] - binsKp[0:-1]) / 2.0 + + + BPASS_iso = synthetic.Isochrone_Binary(6.78, 2.7, + 8000, 0.0, + filters=['nirc2,Kp']) + # If we want to use control group, let's use multiplicity = None. + custom_IMF = imf.imf.IMF_broken_powerlaw(np.array([1, 150]), + np.array([-1.7]), + multiplicity= + (imf.multiplicity. + MultiplicityUnresolved())) + BPASS_Cluster = synthetic.Cluster_w_Binaries(BPASS_iso, custom_IMF, + 1000000, + ifmr=None) + + area = 150. # arcsec^2 + clus_mass = 1000000 + # Think of how many stars per area would there be in a cluster + # similar to BPASS_Cluster + # but with lower mass. We use scaling. + scaleFactorBPS = ((17000 / + clus_mass) / + area) + Merged_iso = synthetic.IsochronePhot(6.78, 2.7, 8000, 0.0, + evo_model=evolution.MergedBaraffePisaEkstromParsec(), + recomp=False, + filters=['nirc2,Kp']) + Merged_iso = synthetic.IsochronePhot(6.78, 2.7, 8000, 0.0, + recomp=False, + filters=['nirc2,Kp']) + Mist_Cluster = synthetic.ResolvedCluster(MIST_iso, custom_IMF, + 1000000, + ifmr=None) + Merged_Cluster = synthetic.ResolvedCluster(Merged_iso, custom_IMF, + 1000000, + ifmr=None) + totl_mist =(MIST_Cluster.star_systems['m_nirc2_Kp'] + [np.where((MIST_Cluster.star_systems['isWR'] == 0))[0]]) + totl_merged =(Merged_Cluster.star_systems['m_nirc2_Kp'] + [np.where((Merged_Cluster.star_systems['isWR'] == 0))[0]]) + totl_BPASS = (BPASS_Cluster.star_systems['m_nirc2_Kp'] + [np.where((~BPASS_Cluster.star_systems['isWR']))[0]]) + mist_scale = scaleFactorBPS + merged_scale = mist_scale + weightsMST = np.array([1.0 for x in totl_mist]) + weightsMST *= mist_scale + weightsBPS = np.array([1.0 for x in totl_BPASS]) + weightsBPS *= scaleFactorBPS + weightsMerged = np.array([1.0 for x in totl_merged]) + weightsMerged *= merged_scale + # Binning the K' magnitudes into their respective bins + # And plotting KLF's of BPASS_Cluster, MIST clusters, and + # Observed KLF + # n, bins, patches are exactly the same objects that are + # described as outputs of matplotlib.hist + # Right below: BPASS cluster KLF histogram's bin values, bin-edges, and patches + n, bins, patches = py.hist(totl_mist, bins=binEdges, histtype='step', + weights=weightsMST, color='green', label='Merged Model', + align='mid', linewidth=1.5) + # Right below: BPASS cluster KLF histogram's bin values, bin-edges, and patches + n2, bins2, patches2 = py.hist(totl_BPASS, bins=binEdges, histtype='step', + weights=weightsBPS, color='blue', + label='(BPASS Model KLF)', + align='mid', linewidth=1.5) + n3, bins3, patches3 = py.hist(totl_merged, bins=binEdges, histtype='step', + weights=weightsMerged, color='blue', + label='(BPASS Model KLF)', + align='mid', linewidth=1.5) + py.errorbar(result.Kp[idx], result.KLF_ext_cmp_sp_im_noWR[idx], + fmt='ro-', xerr=magBin/2.0, capsize=0, linewidth=2) + py.errorbar(result.Kp[idx] ,result.KLF_ext_cmp_sp_im_noWR[idx], + fmt='ro-', yerr=result.eKLF_ext_cmp_sp_im_noWR[idx], + linewidth=2, + label='Observed') + py.xlim(8.5, 15.5) + py.xlabel('Kp magnitude') + py.ylabel("stars / (arcsecond^2 mag)") + py.title("KLF's at Age = %d Myr" % (10**(6.78 - 6)), fontsize=14) + py.legend(loc='upper left', numpoints=1) + py.savefig('Comparisons_w_Real_Data.png') + # Now compare differences in the heights of BPASS cluster KLF and given KLF + for x in range(len(binEdges)): + assert np.abs(result.KLF_ext_cmp_sp_im_noWR[idx][x] - n[x]) == approx(0, abs=0.25) + print("BPASS IMF does not seem too far off when compared to the BPASS IMF") + # Now compare differences in the BPASS and MIST KLF's (or values + # of bins in histograms for both KLF's) + for x in range(len(binEdges)): + assert np.abs(n2[x] - n[x]) == approx(0, abs=0.125) + assert np.abs(n2[x] - n3[x]) == approx(0, abs=0.125) + # Now we try to generate a figure closer to the Figure 1 of Lu et al 2013 + # In other words use a Salpeter-style IMF + custom_IMF2 = imf.imf.IMF_broken_powerlaw(np.array([1, 150]), + np.array([-2.35]), + multiplicity= + (imf.multiplicity. + MultiplicityUnresolved())) + BPASS_Cluster = synthetic.Cluster_w_Binaries(BPASS_iso, custom_IMF2, + 1000000, + ifmr=None) + Mist_Cluster = synthetic.ResolvedCluster(MIST_iso, custom_IMF, + 1000000, + ifmr=None) + Merged_Cluster = synthetic.ResolvedCluster(Merged_iso, custom_IMF, + 1000000, + ifmr=None) + totl_mist =(MIST_Cluster.star_systems['m_nirc2_Kp'] + [np.where((MIST_Cluster.star_systems['isWR'] == 0))[0]]) + totl_merged =(Merged_Cluster.star_systems['m_nirc2_Kp'] + [np.where((Merged_Cluster.star_systems['isWR'] == 0))[0]]) + totl_BPASS = (BPASS_Cluster.star_systems['m_nirc2_Kp'] + [np.where((~BPASS_Cluster.star_systems['isWR']))[0]]) + mist_scale = scaleFactorBPS + merged_scale = mist_scale + weightsMST = np.array([1.0 for x in totl_mist]) + weightsMST *= mist_scale + weightsBPS = np.array([1.0 for x in totl_BPASS]) + weightsBPS *= scaleFactorBPS + weightsMerged = np.array([1.0 for x in totl_merged]) + weightsMerged *= merged_scale + # Binning the K' magnitudes into their respective bins + # And plotting KLF's of BPASS_Cluster, MIST clusters, and + # Observed KLF + # n, bins, patches are exactly the same objects that are + # described as outputs of matplotlib.hist + # Right below: BPASS cluster KLF histogram's bin values, bin-edges, and patches + n, bins, patches = py.hist(totl_mist, bins=binEdges, histtype='step', + weights=weightsMST, color='green', label='Merged Model', + align='mid', linewidth=1.5) + # Right below: BPASS cluster KLF histogram's bin values, bin-edges, and patches + n2, bins2, patches2 = py.hist(totl_BPASS, bins=binEdges, histtype='step', + weights=weightsBPS, color='blue', + label='(BPASS Model KLF)', + align='mid', linewidth=1.5) + n3, bins3, patches3 = py.hist(totl_merged, bins=binEdges, histtype='step', + weights=weightsMerged, color='blue', + label='(BPASS Model KLF)', + align='mid', linewidth=1.5) + py.errorbar(result.Kp[idx], result.KLF_ext_cmp_sp_im_noWR[idx], + fmt='ro-', xerr=magBin/2.0, capsize=0, linewidth=2) + py.errorbar(result.Kp[idx] ,result.KLF_ext_cmp_sp_im_noWR[idx], + fmt='ro-', yerr=result.eKLF_ext_cmp_sp_im_noWR[idx], + linewidth=2, + label='Observed') + py.xlim(8.5, 15.5) + py.xlabel('Kp magnitude') + py.ylabel("stars / (arcsecond^2 mag)") + py.title("KLF's at Age = %d Myr" % (10**(6.78 - 6)), fontsize=14) + py.legend(loc='upper left', numpoints=1) + py.savefig('Comparisons_w_Real_Data.png') + # Now compare differences in the heights of BPASS cluster KLF and given KLF + for x in range(len(binEdges)): + assert np.abs(result.KLF_ext_cmp_sp_im_noWR[idx][x] - n[x]) == approx(0, abs=0.25) + print("BPASS IMF does not seem too far off when compared to the BPASS IMF") + # Now compare differences in the BPASS and MIST KLF's (or values + # of bins in histograms for both KLF's) + +def test_third_figure_w_Tab2Sol1(): + """ In this test I will try to make sure that + BPASS clusters' KLF's do not deviate too widely + from that of the Observed KLF from the Young Galactic Center Stars + from Lu et al. 2013. (around 6 million years of age, solar metallicity, + 8000 parsecs from the Earth, and 2.7 AKs extinction). + For our purposes, we want to make sure that the Observed + and BPASS counterpart's KLF's are no farther apart than 0.25. + We may also inspect the KLF of the BPASS and MIST v.1. cluster + and also the overall initial mass of both BPASS and MIST v1 counterparts + to the MIST cluster. + Big Change Made: Use of MultiplicityUnresolved (Lu et. al 2013) + Use of Merged Models + IFMR = None is used + Using Table 2 Solution 1 from Lu et. al 2013 + """ + + result = load_klf_by_radius(mask_for_log=True) + magBin = result.Kp[1] - result.Kp[0] + idx = np.where(result.Kp < 16)[0] + klf_mag_bins = np.arange(9.0, 17, 1.0) + binsKp = klf_mag_bins + binEdges = binsKp[0:-1] + (binsKp[1:] - binsKp[0:-1]) / 2.0 + + + BPASS_iso = synthetic.Isochrone_Binary(6.62, 2.7, + 8000, 0.0, + filters=['nirc2,Kp']) + # If we want to use control group, let's use multiplicity = None. + custom_IMF = imf.imf.IMF_broken_powerlaw(np.array([1, 150]), + np.array([-1.7]), + multiplicity= + (imf.multiplicity. + MultiplicityUnresolved())) + BPASS_Cluster = synthetic.Cluster_w_Binaries(BPASS_iso, custom_IMF, + 1000000, + ifmr=None) + + area = 150. # arcsec^2 + clus_mass = 1000000 + # Think of how many stars per area would there be in a cluster + # similar to BPASS_Cluster + # but with lower mass. We use scaling. + scaleFactorBPS = ((17000 / + clus_mass) / + area) + Merged_iso = synthetic.IsochronePhot(6.62, 2.7, 8000, 0.0, + evo_model=evolution.MergedBaraffePisaEkstromParsec(), + recomp=False, + filters=['nirc2,Kp']) + Merged_iso = synthetic.IsochronePhot(6.62, 2.7, 8000, 0.0, + recomp=False, + filters=['nirc2,Kp']) + Mist_Cluster = synthetic.ResolvedCluster(MIST_iso, custom_IMF, + 1000000, + ifmr=None) + Merged_Cluster = synthetic.ResolvedCluster(Merged_iso, custom_IMF, + 1000000, + ifmr=None) + totl_mist =(MIST_Cluster.star_systems['m_nirc2_Kp'] + [np.where((MIST_Cluster.star_systems['isWR'] == 0))[0]]) + totl_merged =(Merged_Cluster.star_systems['m_nirc2_Kp'] + [np.where((Merged_Cluster.star_systems['isWR'] == 0))[0]]) + totl_BPASS = (BPASS_Cluster.star_systems['m_nirc2_Kp'] + [np.where((~BPASS_Cluster.star_systems['isWR']))[0]]) + mist_scale = scaleFactorBPS + merged_scale = mist_scale + weightsMST = np.array([1.0 for x in totl_mist]) + weightsMST *= mist_scale + weightsBPS = np.array([1.0 for x in totl_BPASS]) + weightsBPS *= scaleFactorBPS + weightsMerged = np.array([1.0 for x in totl_merged]) + weightsMerged *= merged_scale + # Binning the K' magnitudes into their respective bins + # And plotting KLF's of BPASS_Cluster, MIST clusters, and + # Observed KLF + # n, bins, patches are exactly the same objects that are + # described as outputs of matplotlib.hist + # Right below: BPASS cluster KLF histogram's bin values, bin-edges, and patches + n, bins, patches = py.hist(totl_mist, bins=binEdges, histtype='step', + weights=weightsMST, color='green', label='Merged Model', + align='mid', linewidth=1.5) + # Right below: BPASS cluster KLF histogram's bin values, bin-edges, and patches + n2, bins2, patches2 = py.hist(totl_BPASS, bins=binEdges, histtype='step', + weights=weightsBPS, color='blue', + label='(BPASS Model KLF)', + align='mid', linewidth=1.5) + n3, bins3, patches3 = py.hist(totl_merged, bins=binEdges, histtype='step', + weights=weightsMerged, color='blue', + label='(BPASS Model KLF)', + align='mid', linewidth=1.5) + py.errorbar(result.Kp[idx], result.KLF_ext_cmp_sp_im_noWR[idx], + fmt='ro-', xerr=magBin/2.0, capsize=0, linewidth=2) + py.errorbar(result.Kp[idx] ,result.KLF_ext_cmp_sp_im_noWR[idx], + fmt='ro-', yerr=result.eKLF_ext_cmp_sp_im_noWR[idx], + linewidth=2, + label='Observed') + py.xlim(8.5, 15.5) + py.xlabel('Kp magnitude') + py.ylabel("stars / (arcsecond^2 mag)") + py.title("KLF's at Age = %d Myr" % (10**(6.62 - 6)), fontsize=14) + py.legend(loc='upper left', numpoints=1) + py.savefig('Comparisons_w_Real_Data.png') + # Now compare differences in the heights of BPASS cluster KLF and given KLF + for x in range(len(binEdges)): + assert np.abs(result.KLF_ext_cmp_sp_im_noWR[idx][x] - n[x]) == approx(0, abs=0.25) + print("BPASS IMF does not seem too far off when compared to the BPASS IMF") + # Now compare differences in the BPASS and MIST KLF's (or values + # of bins in histograms for both KLF's) + for x in range(len(binEdges)): + assert np.abs(n2[x] - n[x]) == approx(0, abs=0.1) + assert np.abs(n2[x] - n3[x]) == approx(0, abs=0.1) + diff --git a/spisea/tests/test_bpass_assumptions_and_etc.py b/spisea/tests/test_bpass_assumptions_and_etc.py new file mode 100755 index 00000000..1a0a9b3a --- /dev/null +++ b/spisea/tests/test_bpass_assumptions_and_etc.py @@ -0,0 +1,340 @@ +import numpy as np +import pandas as pd +from astropy.io import fits +from astropy.table import Table +import os +import hoki +from hoki import load +import glob +import unittest + +import numpy as np +import pandas as pd +from astropy.io import fits +from astropy.table import Table +import os +import hoki +from hoki import load +import glob +possible_secondary_q = ['0.1', '0.2', '0.3', + '0.4', '0.5', + '0.6', '0.7', '0.8', '0.9'] +# The list encompassing possible primary +# mass for primary and secondary. Trying to encompass +# all possible cases, even if there is a bit of redundancy and excess. +mass_list = [round(0.1, 1)] + [round(0.12 + x * 0.020, 2) for x in range(95)] +mass_list = mass_list + [round(2.05 + x * 0.05, 2) for x in range(20)] +mass_list = mass_list + [round(3.1 + 0.1 * x, 1) for x in range(70)] +mass_list = (mass_list + [11 + x for x in range(90)] + + [120, 400, 500] + [125 + 25 * x for x in range(8)]) + + +def convert(x): + """ + Helper function to use for possible mass list. If the + number can be represented by an integer, + it turns into an integer. + This is to make sure that I am really matching masses. + """ + if (x % 1 == 0.0): + return int(x) + else: + return x + + +mass_list = list(map(convert, mass_list)) +period_list = ['0', '0.2', '0.4', '0.6', '0.8', '1', '1.2', '1.4', + '1.6', '1.8', '2', '2.2', '2.4', '2.6', '2.8', '3', + '3.2', '3.4', '3.6', '3.8', '4'] +combos = [] +for y in period_list: + for z in possible_secondary_q: + combos.append((z, y)) + + +def assign_props(dictionary, input_str, y): + dictionary[input_str] = y + return input_str + +# Did I end up scrambling the Naming Convention? +# Fitsmodels.fits +# May seem like an obvious one, but put it anyway: +# Helps ensure that we are not creating jiberrish file names. +class test_reformatter(unittest.TestCase): + def help_test2(self, destination, metallicity): + x = metallicity + x1 = glob.glob("{}/{}/*sin.fits".format(destination, metallicity)) + x2 = glob.glob("{}/{}/*bin.fits".format(destination, metallicity)) + x3 = glob.glob("{}/{}/*hmg.fits".format(destination, metallicity)) + x4 = glob.glob("{}/{}/*sec.fits".format(destination, metallicity)) + total_set = set(x1+x2+x3+x4) + g = glob.glob("{}/NEWSINMODS/{}/*".format(hoki.MODELS_PATH, x)) + h = glob.glob("{}/NEWSINMODS/{}hmg/*".format(hoki.MODELS_PATH, x)) + j = glob.glob("{}/NEWBINMODS/NEWBINMODS/{}/*".format(hoki.MODELS_PATH, x)) + k = glob.glob("{}/NEWBINMODS/NEWSECMODS/{}_2/*".format(hoki.MODELS_PATH, x)) + for x in total_set: + if (x[-8:]=="sin.fits"): + if (not (os.path.isfile("{}/NEWSINMODS/{}/{}".format(hoki.MODELS_PATH, metallicity, x[len(destination + "/xxx/FitsModelss"):-8])))): + print("ERROR IN ", x) + return + if (x[-8:]=="hmg.fits"): + if not (os.path.isfile("{}/NEWSINMODS/{}hmg/{}".format(hoki.MODELS_PATH, metallicity, x[len(destination + "/xxx/FitsModelss"):-8]))): + print("Error in ", x) + return + if (x[-8:]=="bin.fits"): + if not (os.path.isfile("{}/NEWBINMODS/NEWBINMODS/{}/{}".format(hoki.MODELS_PATH, metallicity, x[len(destination + "/xxx/FitsModelss"):-8]))): + print("Error in ", x) + return + if (x[-8:]=="sec.fits"): + if not (os.path.isfile("{}/NEWBINMODS/NEWSECMODS/{}_2/{}".format(hoki.MODELS_PATH, metallicity, x[len(destination + "/xxx/FitsModelss"):-8]))): + print("Error in ", x) + return + print(len(x1)) + print(len(g)) + print(len(x1)==len(g)) + print(len(x2)) + print(len(j)) + print(len(x2)==len(j)) + print(len(x3)) + print(len(h)) + print((len(x3)==len(h))) + print(len(x4)) + print(len(k)) + print((len(x4)==len(k))) + if (len(x1)==len(g)) and (len(x2)==len(j)) and (len(x3)==len(h)) and (len(x4)==len(k)): + print("Passed! "+metallicity) + return True + else: + print() + print("Failed! "+metallicity) + return False + + def extractor(self, metallicity, input_dir): + """ + Portions of the extractor function meant to test a) + whether all possible stars are covered + by the looping hashmap-parameter matching scheme + for binaries and single stars and b) whether all + possible stars are getting covered by my assumptions + about the length of + """ + # Set of files that exist and have been caught by the looping. + caught_no = set() + # Mapping of file name to a tuple of properties + # (primary star mass,(secondary star mass, initial logP for bin.fits types) + names_to_prop = {} + # Find all filenames of reformatted BPASS models from reformatter + for x in mass_list: + # Find all NEWBINMODS systems of the specified metallicity + for y in combos: + st = "{}/{}/FitsModelssneplot-{}-{}-{}-{}bin.fits" + st = st.format(input_dir,metallicity, + metallicity, + str(x), y[0], + y[1]) + names_to_prop[st] = (str(x), y[0], y[1]) + if (os.path.isfile(st)): + caught_no.add(st) + # Find all single star systems of the specified metallicity + st = "{}/{}/FitsModelssneplot-{}-{}sin.fits" + st = st.format(input_dir, metallicity, + metallicity, str(x)) + names_to_prop[st] = (str(x), ) + if (os.path.isfile(st)): + caught_no.add(st) + # Find all Binary QHE systems of the specified metallicity + st = "{}/{}/FitsModelssneplot-{}-{}hmg.fits" + st = st.format(input_dir, metallicity, + metallicity, str(x)) + names_to_prop[st] = (str(x), ) + if (os.path.isfile(st)): + caught_no.add(st) + # Find all NEWSINMODS systems of the specified metallicity + st = "{}/{}/FitsModelssneplot_2-{}-{}-*sec.fits" + st = st.format(input_dir, metallicity, + metallicity,str(x)) + li = glob.glob(str(st)) + sec_files = set(li) + caught_no = caught_no.union(sec_files) + [assign_props(names_to_prop, name, (x,)) for name in sec_files] + len_of_heading = len("{}/{}/FitsModelssneplot_2-{}-".format(input_dir, metallicity, metallicity)) + entries = glob.glob(str("{}/{}/*".format(input_dir, metallicity))) + suffix_len = len("xxx.fits") # 8 + # Note some of the branching statements have + # if True statements. + # This is redundant, but it would have been + # a real pain to adjust the indentation + # which in Python is really important + # and quite annoying at times. + # Count variable stands for number of sec.fits + # files caught. + count = 0 + for x in entries: + rest = names_to_prop[x] + if (x[-8:-5] == 'sec'): + initlMass = float(rest[0]) + if (x[-10 - 1 * suffix_len] == "-"): + # Here the decimal is number is 9 + # characters long and + # xxx.fits has length of 8 + log_P_in_days = float(x[-9 - suffix_len: + -1 * suffix_len]) + initlMass2 = float(x[(len_of_heading + + len(str(rest[0]) + + "-")): -10 - 1 * suffix_len]) + st = "{}/{}/FitsModelssneplot_2-{}-{}-{}-{}sec.fits" + st = st.format(input_dir, metallicity, + metallicity,rest[0], x[(len_of_heading + + len(str(rest[0]) + + "-")): + -10 - 1 * suffix_len], + x[-9 - suffix_len: -1 * suffix_len]) + if not ((log_P_in_days<0) and (os.path.isfile(st))): + return False + count+=1 + else: + # See if the number begins right + # after a dash in index -17 + # 8 for the xxx.fits and 8 for + # the log_P and we want + # the preceding dash. + if (x[-9 - 1 * suffix_len] == "-"): + # Here the decimal is number is 8 + # characters long and + # xxx.fits has length of 8. + log_P_in_days = float(x[-8 - suffix_len: + -1 * suffix_len]) + # Accounting for the dashes, find + # the sandwiched initial mass of the + # "remnant primary" + # sandwiched between initial secondary star + # mass and the initial logP + initlMass2 = float(x[(len_of_heading + + len(str(rest[0]) + + "-")): + -9 - 1 * suffix_len]) + # Assume that the number would begin + # at index -16. (From my observation, we only + # have a few choices for number of digits of + # the log_period + st = "{}/{}/FitsModelssneplot_2-{}-{}-{}-{}sec.fits" + st = st.format(input_dir, metallicity, + metallicity,rest[0], x[(len_of_heading + + len(str(rest[0]) + + "-")): + -9 - 1 * suffix_len], + x[-8 - suffix_len: -1 * suffix_len]) + if not (os.path.isfile(st)): + return False + count+=1 + elif (x[-8 - 1 * suffix_len] == "-"): + # Here the decimal is number is 7 + # characters long and + # xxx.fits has length of 8 + log_P_in_days = float(x[-7 - suffix_len: + -1 * suffix_len]) + # Accounting for the dashes on both + # ends of the "remnant primary" mass, find the + # sandwiched initial mass of the remnant primary + # sandwiched between initial secondary star mass + # and the initial logP + initlMass2 = float(x[(len_of_heading + + len(str(rest[0]) + + "-")): + -8 - 1 * suffix_len]) + st = "{}/{}/FitsModelssneplot_2-{}-{}-{}-{}sec.fits" + st = st.format(input_dir, metallicity, + metallicity,rest[0], x[(len_of_heading + + len(str(rest[0]) + + "-")): + -8 - 1 * suffix_len], + x[-7 - suffix_len: -1 * suffix_len]) + if not (os.path.isfile(st) and (initlMass2>0)): + return False + count += 1 + return (count == len(glob.glob("{}/{}/FitsModelssneplot_2-{}-*sec.fits" + .format(input_dir, metallicity, + metallicity)))) + def extractor_check_all(self, metallicity, input_dir): + """ + Portions of the extractor function meant to test a) + whether all possible stars are covered + by the looping hashmap-parameter matching scheme + for binaries and single stars and b) whether all + possible stars are getting covered by my assumptions + about the length of + """ + # Set of files that exist and have been caught by the looping. + caught_no = set() + # Mapping of file name to a tuple of properties + # (primary star mass,(secondary star mass, initial logP for bin.fits types) + names_to_prop = {} + # Find all filenames of reformatted BPASS models from reformatter + for x in mass_list: + # Find all NEWBINMODS systems of the specified metallicity + for y in combos: + st = "{}/{}/FitsModelssneplot-{}-{}-{}-{}bin.fits" + st = st.format(input_dir,metallicity, + metallicity, + str(x), y[0], + y[1]) + names_to_prop[st] = (str(x), y[0], y[1]) + if (os.path.isfile(st)): + caught_no.add(st) + # Find all single star systems of the specified metallicity + st = "{}/{}/FitsModelssneplot-{}-{}sin.fits" + st = st.format(input_dir, metallicity, + metallicity, str(x)) + names_to_prop[st] = (str(x), ) + if (os.path.isfile(st)): + caught_no.add(st) + # Find all Binary QHE systems of the specified metallicity + st = "{}/{}/FitsModelssneplot-{}-{}hmg.fits" + st = st.format(input_dir, metallicity, + metallicity, str(x)) + names_to_prop[st] = (str(x), ) + if (os.path.isfile(st)): + caught_no.add(st) + # Find all NEWSINMODS systems of the specified metallicity + st = "{}/{}/FitsModelssneplot_2-{}-{}-*sec.fits" + st = st.format(input_dir, metallicity, + metallicity,str(x)) + li = glob.glob(str(st)) + sec_files = set(li) + caught_no = caught_no.union(sec_files) + [assign_props(names_to_prop, name, (x,)) for name in sec_files] + return caught_no == set(glob.glob("{}/{}*.fits".format(input_dir, metallicity))) + + def test_reformatter_coverage(self, destination="/g/lu/scratch/ryotainagaki/BPASS_tester_newReformatTest/"): + mets = ["zem5", "zem4", "zem3", "z001", + "z002", "z003", "z004", "z006", + "z008", "z010", "z014", "z020", + "z030", "z040"] + for met in mets: + print(met) + self.assertTrue(self.help_test2(destination, met)) + def test_extractor(self, source="/g/lu/scratch/ryotainagaki/BPASS_tester_newReformatTest/"): + print("Testing if all of my assumptions regarding the reading of " + + "NEWSECMODS type reformatted files are correct.") + print("Also testing for coverage of ALL secmods files" + + " in the sense that all of them would be considered" + + " in isochrone file making.") + mets = ["zem5", "zem4", "zem3", "z001", + "z002", "z003", "z004", "z006", + "z008", "z010", "z014", "z020", + "z030", "z040"] + for met in mets: + self.assertTrue(self.extractor(met, source)) + def test_extractor2(self, source="/g/lu/scratch/ryotainagaki/BPASS_tester_newReformatTestIsolated/"): + print("Also testing for whether all files in the input directory will be covered" + + " by the infrastructure/assumptions of the extractor function") + mets = ["zem5", "zem4", "zem3", "z001", + "z002", "z003", "z004", "z006", + "z008", "z010", "z014", "z020", + "z030", "z040"] + for met in mets: + result = self.extractor_check_all(met, source) + print(met+" ", result) + self.assertTrue(result) +if __name__ == '__main__': + unittest.main() diff --git a/spisea/tests/test_models.py b/spisea/tests/test_models.py index 27c66ff2..dae7ecb6 100644 --- a/spisea/tests/test_models.py +++ b/spisea/tests/test_models.py @@ -1,6 +1,7 @@ # Test functions for the different stellar evolution and atmosphere models import pdb + def test_evolution_models(): """ Test to make sure the different evolution models work diff --git a/spisea/untitled.txt b/spisea/untitled.txt new file mode 100644 index 00000000..7068c8b2 --- /dev/null +++ b/spisea/untitled.txt @@ -0,0 +1,2 @@ +from spisea import evolution +