├── .gitignore ├── LICENSE ├── NeRN ├── __init__.py ├── eval_func.py ├── evaluate.py ├── experiments │ ├── resnet18 │ │ └── imagenet │ │ │ ├── imagenet_resnet18_smoothpes_permute_crossfilter_1024.yaml │ │ │ ├── imagenet_resnet18_smoothpes_permute_crossfilter_1140.yaml │ │ │ ├── imagenet_resnet18_smoothpes_permute_crossfilter_1256.yaml │ │ │ ├── imagenet_resnet18_smoothpes_permute_crossfilter_1372.yaml │ │ │ ├── imagenet_resnet18_smoothpes_permute_infilter_1024.yaml │ │ │ ├── imagenet_resnet18_smoothpes_permute_infilter_1140.yaml │ │ │ ├── imagenet_resnet18_smoothpes_permute_infilter_1256.yaml │ │ │ └── imagenet_resnet18_smoothpes_permute_infilter_1372.yaml │ ├── resnet20 │ │ └── cifar10 │ │ │ ├── cifar10_resnet20_smoothpes_permute_crossfilter_140.yaml │ │ │ ├── cifar10_resnet20_smoothpes_permute_crossfilter_160.yaml │ │ │ ├── cifar10_resnet20_smoothpes_permute_crossfilter_180.yaml │ │ │ ├── cifar10_resnet20_smoothpes_permute_crossfilter_200.yaml │ │ │ ├── cifar10_resnet20_smoothpes_permute_infilter_140.yaml │ │ │ ├── cifar10_resnet20_smoothpes_permute_infilter_160.yaml │ │ │ ├── cifar10_resnet20_smoothpes_permute_infilter_180.yaml │ │ │ ├── cifar10_resnet20_smoothpes_permute_infilter_200.yaml │ │ │ ├── cifar10_resnet20_smoothpes_regular_140.yaml │ │ │ ├── cifar10_resnet20_smoothpes_regular_160.yaml │ │ │ ├── cifar10_resnet20_smoothpes_regular_180.yaml │ │ │ └── cifar10_resnet20_smoothpes_regular_200.yaml │ └── resnet56 │ │ ├── cifar10 │ │ ├── cifar10_resnet56_smoothpes_permute_crossfilter_240.yaml │ │ ├── cifar10_resnet56_smoothpes_permute_crossfilter_280.yaml │ │ ├── cifar10_resnet56_smoothpes_permute_crossfilter_320.yaml │ │ ├── cifar10_resnet56_smoothpes_permute_crossfilter_360.yaml │ │ ├── cifar10_resnet56_smoothpes_permute_infilter_240.yaml │ │ ├── cifar10_resnet56_smoothpes_permute_infilter_280.yaml │ │ ├── cifar10_resnet56_smoothpes_permute_infilter_320.yaml │ │ ├── cifar10_resnet56_smoothpes_permute_infilter_360.yaml │ │ ├── cifar10_resnet56_smoothpes_regular_240.yaml │ │ ├── cifar10_resnet56_smoothpes_regular_280.yaml │ │ ├── cifar10_resnet56_smoothpes_regular_320.yaml │ │ └── cifar10_resnet56_smoothpes_regular_360.yaml │ │ └── cifar100 │ │ ├── cifar100_resnet56_smoothpes_permute_crossfilter_320.yaml │ │ ├── cifar100_resnet56_smoothpes_permute_crossfilter_360.yaml │ │ ├── cifar100_resnet56_smoothpes_permute_crossfilter_400.yaml │ │ ├── cifar100_resnet56_smoothpes_permute_infilter_320.yaml │ │ ├── cifar100_resnet56_smoothpes_permute_infilter_360.yaml │ │ ├── cifar100_resnet56_smoothpes_permute_infilter_400.yaml │ │ ├── cifar100_resnet56_smoothpes_regular_320.yaml │ │ ├── cifar100_resnet56_smoothpes_regular_360.yaml │ │ └── cifar100_resnet56_smoothpes_regular_400.yaml ├── log_utils.py ├── loss │ ├── __init__.py │ ├── attention_loss.py │ ├── distillation_loss.py │ ├── reconstruction_loss.py │ └── task_loss.py ├── models │ ├── __init__.py │ ├── model.py │ └── regularization.py ├── optimization │ ├── __init__.py │ ├── optimizer.py │ ├── ranger.py │ └── scheduler.py ├── options.py ├── permutations │ ├── __init__.py │ ├── permutations.py │ └── tsp.py ├── positional_embedding.py ├── predictors │ ├── __init__.py │ ├── activations.py │ ├── factory.py │ └── predictor.py ├── tasks │ ├── __init__.py │ ├── cifar10 │ │ ├── __init__.py │ │ ├── cifar10_akamaster_train.py │ │ └── cifar_resnet.py │ ├── dataloader_factory.py │ ├── imagenet_helpers.py │ ├── model_factory.py │ ├── resnet18.py │ ├── resnet20.py │ ├── resnet56.py │ └── squeezenet.py ├── train.py └── trainer.py ├── README.md └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maorash/NeRN/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maorash/NeRN/HEAD/LICENSE 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