Efficient_Deep_Learning

Training model on CIFAR10

final model at: 'model/final/pruned_dist_dsc_tinyresnet_14-05-2024_22h10.pth'

Logs and experiences at: https://wandb.ai/jpeignier/VGG-perso (I can give you access)

Name		Name	Last commit message	Last commit date
Latest commit History 25 Commits
model		model
README.md		README.md
binaryconnect.py		binaryconnect.py
data_prep.py		data_prep.py
depthwise_separable_conv_resnet.py		depthwise_separable_conv_resnet.py
distillation.py		distillation.py
global_pruning_inference.py		global_pruning_inference.py
inference.py		inference.py
lab1.py		lab1.py
lab2.py		lab2.py
lab3.py		lab3.py
lab3_binaryconnect.py		lab3_binaryconnect.py
lab4_global_pruning.py		lab4_global_pruning.py
lab4_retrain.py		lab4_retrain.py
profile222.py		profile222.py
pruning.py		pruning.py
resnet.py		resnet.py
test.ipynb		test.ipynb
tiny_resnet.py		tiny_resnet.py
tools.py		tools.py
train.py		train.py
utils.py		utils.py
vgg.py		vgg.py
wandb_test.py		wandb_test.py