Tutorial: "Machine Learning with Python: Distributed Training and Data Resources on Blue Waters"

Published: 16 July 2018
on channel: NCSAatIllinois
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Tutorial: "Machine Learning with Python: Distributed Training and Data Resources on Blue Waters" -- Aaron Saxton, NCSA

Blue Waters currently supports TensorFlow 1.3, PyTorch 0.3.0 and we hope to support CNTK and Horovod in the near future. This tutorial will go over the minimum ingredients needed to do distributed training on Blue Waters with these packages. What's more, we also maintain an ImageNet data set to help researchers get started training CNN models. I will review the process by which a user can get access to this data set.


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