├── .gitignore ├── LICENSE ├── README.md ├── StoCFL-FCC+CFL.py ├── StoCFL-FCC.py ├── StoCFL-FEMNIST.py ├── config ├── cifar10_iid.pkl ├── cifar10_iid_100.pkl ├── cifar10_noniid.pkl ├── cifar10_noniid_100_200.pkl ├── cifar_partition.py ├── mnist_iid.pkl ├── mnist_iid_10.pkl ├── mnist_iid_100.pkl ├── mnist_iid_1000.pkl ├── mnist_noniid.pkl ├── mnist_noniid_1000_1000.pkl ├── mnist_noniid_200_10.pkl ├── mnist_noniid_200_100.pkl └── mnist_partition.py ├── datasets.py ├── datasets └── femnist │ ├── Femnist_stats.ipynb │ └── README.md ├── fedscale ├── __init__.py └── core │ ├── README.md │ ├── __init__.py │ ├── aggregator.py │ ├── arg_parser.py │ ├── client.py │ ├── client_manager.py │ ├── communication │ ├── __init__.py │ ├── channel_context.py │ └── job_api.proto │ ├── events.py │ ├── executor.py │ ├── faroverview.png │ ├── fl_aggregator_libs.py │ ├── fl_client_libs.py │ ├── fllibs.py │ ├── helper │ ├── __init__.py │ └── client.py │ ├── ipmapping │ ├── job_api_pb2.py │ ├── job_api_pb2_grpc.py │ ├── optimizer.py │ ├── resource_manager.py │ ├── response.py │ ├── rlclient.py │ ├── tests │ └── testlibs.py │ └── utils │ ├── __init__.py │ ├── amazon.py │ ├── dataloaders.py │ ├── decoder.py │ ├── divide_data.py │ ├── dqn.py │ ├── femnist.py │ ├── inaturalist.py │ ├── inception.py │ ├── mobilenet.py │ ├── models.py │ ├── nlp.py │ ├── openimage.py │ ├── rcnn │ ├── .gitignore │ ├── LICENSE │ ├── README.md │ ├── __init__.py │ ├── _init_paths.py │ ├── cfgs │ │ ├── res101.yml │ │ ├── res101_ls.yml │ │ ├── res50.yml │ │ └── vgg16.yml │ └── requirements.txt │ ├── reddit.py │ ├── resnet_speech.py │ ├── sparse_image_warp.py │ ├── spec_augment.py │ ├── speech.py │ ├── stackoverflow.py │ ├── transforms_stft.py │ ├── transforms_wav.py │ ├── utils_data.py │ ├── utils_model.py │ ├── voice_data_loader.py │ ├── voice_model.py │ ├── word2vec.py │ └── yogi.py ├── functional.py ├── leaf ├── README.md ├── README_tmp.md ├── README_zh_cn.md ├── __init__.py ├── dataloader.py ├── dataset │ ├── __init__.py │ ├── celeba_dataset.py │ ├── femnist_dataset.py │ ├── reddit_dataset.py │ ├── sent140_dataset.py │ └── shakespeare_dataset.py ├── gen_pickle_dataset.sh ├── nlp_utils │ ├── README.md │ ├── __init__.py │ ├── download_glove.sh │ └── util.py └── pickle_dataset.py ├── models ├── cnn.py ├── linear.py └── model.py ├── requirements.txt ├── settings.py └── trainer.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dunzeng/StoCFL/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dunzeng/StoCFL/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 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