├── .gitignore ├── .gitmodules ├── .vscode └── settings.json ├── LICENSE ├── README.md ├── autoaugment.py ├── compare_experiments.py ├── data.py ├── evaluate.py ├── main.py ├── models ├── __init__.py ├── alexnet.py ├── densenet.py ├── efficientnet.py ├── evolved.py ├── googlenet.py ├── inception_resnet_v2.py ├── inception_v2.py ├── mnist.py ├── mobilenet.py ├── mobilenet_v2.py ├── modules │ ├── __init__.py │ ├── activations.py │ ├── batch_norm.py │ ├── birelu.py │ ├── bwn.py │ ├── checkpoint.py │ ├── evolved_modules.py │ ├── fixed_proj.py │ ├── fixup.py │ ├── lp_norm.py │ ├── quantize.py │ └── se.py ├── resnet.py ├── resnet_zi.py ├── resnext.py └── vgg.py ├── preprocess.py ├── probe.py ├── requirements.txt └── trainer.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/.gitignore -------------------------------------------------------------------------------- /.gitmodules: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/.gitmodules -------------------------------------------------------------------------------- /.vscode/settings.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/.vscode/settings.json -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/README.md -------------------------------------------------------------------------------- /autoaugment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/autoaugment.py -------------------------------------------------------------------------------- /compare_experiments.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/compare_experiments.py -------------------------------------------------------------------------------- /data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/data.py -------------------------------------------------------------------------------- /evaluate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/evaluate.py -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/main.py -------------------------------------------------------------------------------- /models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/models/__init__.py -------------------------------------------------------------------------------- /models/alexnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/models/alexnet.py -------------------------------------------------------------------------------- /models/densenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/models/densenet.py -------------------------------------------------------------------------------- /models/efficientnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/models/efficientnet.py -------------------------------------------------------------------------------- /models/evolved.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/models/evolved.py -------------------------------------------------------------------------------- /models/googlenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/models/googlenet.py -------------------------------------------------------------------------------- /models/inception_resnet_v2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/models/inception_resnet_v2.py -------------------------------------------------------------------------------- /models/inception_v2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/models/inception_v2.py -------------------------------------------------------------------------------- /models/mnist.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/models/mnist.py -------------------------------------------------------------------------------- /models/mobilenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/models/mobilenet.py -------------------------------------------------------------------------------- /models/mobilenet_v2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/models/mobilenet_v2.py -------------------------------------------------------------------------------- /models/modules/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /models/modules/activations.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/models/modules/activations.py -------------------------------------------------------------------------------- /models/modules/batch_norm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/models/modules/batch_norm.py -------------------------------------------------------------------------------- /models/modules/birelu.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/models/modules/birelu.py -------------------------------------------------------------------------------- /models/modules/bwn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/models/modules/bwn.py -------------------------------------------------------------------------------- /models/modules/checkpoint.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/models/modules/checkpoint.py -------------------------------------------------------------------------------- /models/modules/evolved_modules.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/models/modules/evolved_modules.py -------------------------------------------------------------------------------- /models/modules/fixed_proj.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/models/modules/fixed_proj.py -------------------------------------------------------------------------------- /models/modules/fixup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/models/modules/fixup.py -------------------------------------------------------------------------------- /models/modules/lp_norm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/models/modules/lp_norm.py -------------------------------------------------------------------------------- /models/modules/quantize.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/models/modules/quantize.py -------------------------------------------------------------------------------- /models/modules/se.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/models/modules/se.py -------------------------------------------------------------------------------- /models/resnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/models/resnet.py -------------------------------------------------------------------------------- /models/resnet_zi.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/models/resnet_zi.py -------------------------------------------------------------------------------- /models/resnext.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/models/resnext.py -------------------------------------------------------------------------------- /models/vgg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/models/vgg.py -------------------------------------------------------------------------------- /preprocess.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/preprocess.py -------------------------------------------------------------------------------- /probe.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/probe.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/requirements.txt -------------------------------------------------------------------------------- /trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/eladhoffer/convNet.pytorch/HEAD/trainer.py --------------------------------------------------------------------------------