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README.md

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1. how to build the dockers

cd docker && ./build_dockerfile.sh

2. How to run benchmark codes

./run_docker_benchmarks.sh

Note:

  • you can modify the number of experiment iterations, the number of epochs, the systems(e.g. cpu, gpu, 4-gpu), the models(mnist_mlp, resnet50, lstm_synthetic), and the frameworks(mxnet, tensorflow).

3. How to plot the results

  • you can refer to a summary_benchmarks.ipynb