├── Docker ├── Dockerfile ├── README.md ├── base │ ├── .screenrc │ ├── .tmux.conf │ ├── Dockerfile │ ├── entrypoint.sh │ └── fix-permissions ├── pytorch │ └── Dockerfile └── requirements.txt ├── LICENSE ├── README.md ├── federated_learning └── network_training.py ├── logs ├── experiment_log-2021-10-28-17:34-18.log └── figure │ ├── com_cost.png │ ├── overview.png │ ├── train_effi.png │ └── train_effi_2.png ├── networks ├── attention.py ├── resnet.py ├── resnet20 ├── resnet20_encoder ├── resnet32 ├── resnet32_encoder ├── simple_cnn.py ├── vgg ├── vgg.py └── vgg_encoder ├── pruning_head ├── gnnrl_network_pruning.py ├── graph_env │ ├── feedback_calculation.py │ ├── flops_calculation.py │ ├── graph_construction.py │ ├── graph_environment.py │ ├── network_pruning.py │ └── share_layers.py ├── lib │ ├── RL │ │ ├── agent.py │ │ ├── memory.py │ │ └── tmp │ │ │ ├── cartpole.png │ │ │ └── ppo │ │ │ ├── actor_torch_ppo │ │ │ └── critic_torch_ppo │ └── logs │ │ ├── actor.pkl │ │ └── critic.pkl ├── 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