├── LICENSE ├── README.md ├── extension └── extension.cpp ├── mpl ├── __init__.py ├── autograd │ ├── __init__.py │ └── functions.py ├── models │ ├── __init__.py │ ├── alexnet.py │ ├── base_model.py │ ├── densenet.py │ ├── googlenet.py │ ├── inception.py │ ├── leaf.py │ ├── lenet.py │ ├── resnet.py │ ├── squeezenet.py │ ├── utils.py │ └── vgg.py ├── nn │ ├── __init__.py │ ├── conv2d.py │ └── linear.py ├── optim │ ├── __init__.py │ └── sgd.py └── utils │ ├── __init__.py │ └── save_load.py ├── requirements.txt └── setup.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jiangyuang/ModelPruningLibrary/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jiangyuang/ModelPruningLibrary/HEAD/README.md -------------------------------------------------------------------------------- /extension/extension.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jiangyuang/ModelPruningLibrary/HEAD/extension/extension.cpp -------------------------------------------------------------------------------- /mpl/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jiangyuang/ModelPruningLibrary/HEAD/mpl/__init__.py -------------------------------------------------------------------------------- /mpl/autograd/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /mpl/autograd/functions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jiangyuang/ModelPruningLibrary/HEAD/mpl/autograd/functions.py -------------------------------------------------------------------------------- /mpl/models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jiangyuang/ModelPruningLibrary/HEAD/mpl/models/__init__.py -------------------------------------------------------------------------------- /mpl/models/alexnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jiangyuang/ModelPruningLibrary/HEAD/mpl/models/alexnet.py -------------------------------------------------------------------------------- /mpl/models/base_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jiangyuang/ModelPruningLibrary/HEAD/mpl/models/base_model.py -------------------------------------------------------------------------------- /mpl/models/densenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jiangyuang/ModelPruningLibrary/HEAD/mpl/models/densenet.py -------------------------------------------------------------------------------- /mpl/models/googlenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jiangyuang/ModelPruningLibrary/HEAD/mpl/models/googlenet.py -------------------------------------------------------------------------------- /mpl/models/inception.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jiangyuang/ModelPruningLibrary/HEAD/mpl/models/inception.py -------------------------------------------------------------------------------- /mpl/models/leaf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jiangyuang/ModelPruningLibrary/HEAD/mpl/models/leaf.py -------------------------------------------------------------------------------- /mpl/models/lenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jiangyuang/ModelPruningLibrary/HEAD/mpl/models/lenet.py -------------------------------------------------------------------------------- /mpl/models/resnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jiangyuang/ModelPruningLibrary/HEAD/mpl/models/resnet.py -------------------------------------------------------------------------------- /mpl/models/squeezenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jiangyuang/ModelPruningLibrary/HEAD/mpl/models/squeezenet.py -------------------------------------------------------------------------------- /mpl/models/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jiangyuang/ModelPruningLibrary/HEAD/mpl/models/utils.py -------------------------------------------------------------------------------- /mpl/models/vgg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jiangyuang/ModelPruningLibrary/HEAD/mpl/models/vgg.py -------------------------------------------------------------------------------- /mpl/nn/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jiangyuang/ModelPruningLibrary/HEAD/mpl/nn/__init__.py -------------------------------------------------------------------------------- /mpl/nn/conv2d.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jiangyuang/ModelPruningLibrary/HEAD/mpl/nn/conv2d.py -------------------------------------------------------------------------------- /mpl/nn/linear.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jiangyuang/ModelPruningLibrary/HEAD/mpl/nn/linear.py -------------------------------------------------------------------------------- /mpl/optim/__init__.py: -------------------------------------------------------------------------------- 1 | from .sgd import SGD 2 | -------------------------------------------------------------------------------- /mpl/optim/sgd.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jiangyuang/ModelPruningLibrary/HEAD/mpl/optim/sgd.py -------------------------------------------------------------------------------- /mpl/utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /mpl/utils/save_load.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jiangyuang/ModelPruningLibrary/HEAD/mpl/utils/save_load.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jiangyuang/ModelPruningLibrary/HEAD/requirements.txt -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jiangyuang/ModelPruningLibrary/HEAD/setup.py --------------------------------------------------------------------------------