PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
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Ross Wightman 58571e992e
Change block avgpool in senets to mean for performance issues with NVIDIA and AMP especially
6 years ago
data Distributed (multi-process) train, multi-gpu single process train, and NVIDIA AMP support 6 years ago
models Change block avgpool in senets to mean for performance issues with NVIDIA and AMP especially 6 years ago
optim Add some Nvidia performance enhancements (prefetch loader, fast collate), and refactor some of training and model fact/transforms 6 years ago
scheduler Resnext added, changes to bring it and seresnet in line with rest of models 6 years ago
distributed_train.sh Distributed (multi-process) train, multi-gpu single process train, and NVIDIA AMP support 6 years ago
inference.py Fixup validate/inference script args, fix senet init for better test accuracy 6 years ago
train.py Distributed (multi-process) train, multi-gpu single process train, and NVIDIA AMP support 6 years ago
utils.py Minor updates 6 years ago
validate.py Distributed (multi-process) train, multi-gpu single process train, and NVIDIA AMP support 6 years ago