DNNRadSetup

Deep Neural network Radiation experiment setup

Requirements

• numpy>=1.21.5
• torch>=1.10.1
• torchvision>=0.11.2
• Pillow~=9.0.0
• liLogHelper

Example of gold generation for Resnet50

./pytorch_dnns.py --model ResNet-50 --precision fp32 --imglist data/imagenet2012_img_list.txt --goldpath ./gold_ResNet-50_fp32_imagenet2012_btsz_1.pt --batchsize 1 --generate

Evaluating for 10 iterations

./pytorch_dnns.py --model ResNet-50 --precision fp32  --imglist data/imagenet2012_img_list.txt --goldpath ./gold_ResNet-50_fp32_imagenet2012_btsz_1.pt --batchsize 1 --iterations 10