├── .gitignore ├── 00_DataProcessing.ipynb ├── 01_CreateResources.ipynb ├── Docker ├── dockerfile ├── environment.yml └── jupyter_notebook_config.py ├── HorovodKeras ├── 00_CreateImageAndTest.ipynb ├── 01_TrainKerasModel.ipynb ├── Docker │ └── Dockerfile └── src │ ├── data_generator.py │ └── imagenet_keras_horovod.py ├── HorovodPytorch ├── 00_CreateImageAndTest.ipynb ├── 01_TrainPyTorchModel.ipynb ├── Docker │ └── Dockerfile ├── cluster_config │ ├── cluster.json │ ├── docker.service │ └── nodeprep.sh └── src │ └── imagenet_pytorch_horovod.py ├── HorovodTF ├── 00_CreateImageAndTest.ipynb ├── 01_TrainTensorflowModel.ipynb ├── Docker │ └── Dockerfile └── src │ ├── imagenet_estimator_tf_horovod.py │ └── resnet_model.py ├── LICENSE ├── Makefile ├── README.md ├── common ├── timer.py └── utils.py ├── images └── dist_training_diag2.png ├── include └── build.mk └── valprep.sh /.gitignore: -------------------------------------------------------------------------------- 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