├── LICENSE ├── README.md ├── analysis.py ├── autorun ├── celeba.sh ├── celeba_cs.sh ├── cifar10.sh ├── cifar10_cs.sh ├── femnist.sh ├── femnist_cs.sh ├── imagenet100.sh └── imagenet100_cs.sh ├── bases ├── __init__.py ├── autograd │ ├── __init__.py │ └── functions.py ├── fl │ ├── __init__.py │ ├── messages.py │ ├── modules.py │ ├── simulation │ │ ├── adaptive.py │ │ ├── iterative.py │ │ ├── online.py │ │ ├── reinitialize.py │ │ └── snip.py │ └── sockets.py ├── nn │ ├── __init__.py │ ├── conv2d.py │ ├── linear.py │ ├── models │ │ ├── __init__.py │ │ ├── base_model.py │ │ ├── leaf.py │ │ ├── resnet.py │ │ ├── utils.py │ │ └── vgg.py │ └── sequential.py ├── optim │ ├── __init__.py │ ├── optimizer.py │ └── optimizer_wrapper.py └── vision │ ├── __init__.py │ ├── data_loader.py │ ├── datasets.py │ ├── load.py │ ├── sampler.py │ └── transforms.py ├── configs ├── __init__.py ├── celeba.py ├── cifar10.py ├── femnist.py ├── imagenet100.py └── network.py ├── control ├── __init__.py ├── algorithm.py └── utils.py ├── cpp_extension └── forward_backward.cpp ├── example_results ├── CIFAR10 │ └── figs │ │ ├── lottery_ticket.png │ │ ├── lottery_ticket_cs.png │ │ ├── model_size.png │ │ ├── model_size_cs.png │ │ ├── training.png │ │ └── training_cs.png ├── CelebA │ └── figs │ │ ├── lottery_ticket.png │ │ ├── lottery_ticket_cs.png │ │ ├── model_size.png │ │ ├── model_size_cs.png │ │ ├── training.png │ │ └── training_cs.png ├── FEMNIST │ └── figs │ │ ├── lottery_ticket.png │ │ ├── lottery_ticket_cs.png │ │ ├── model_size.png │ │ ├── model_size_cs.png │ │ ├── training.png │ │ └── training_cs.png └── ImageNet100 │ └── figs │ ├── lottery_ticket.png │ ├── lottery_ticket_cs.png │ ├── model_size.png │ ├── model_size_cs.png │ ├── training.png │ └── training_cs.png ├── experiments ├── CIFAR10 │ ├── adaptive.py │ ├── iterative.py │ ├── online.py │ ├── reinitialize.py │ └── snip.py ├── CelebA │ ├── adaptive.py │ ├── iterative.py │ ├── online.py │ ├── reinitialize.py │ └── snip.py ├── 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