hpc-uk / archer-benchmarks

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Add distributed memory ML benchmarks to benchmark set #5

Open aturner-epcc opened 6 years ago

aturner-epcc commented 6 years ago

Look at how distributed memory ML benchmarks perform across different systems. Could be based on the work that Dell have described in their blogs:

http://en.community.dell.com/techcenter/high-performance-computing/b/general_hpc/archive/2018/03/05/deep-learning-performance-with-intel-caffe-training-cpu-model-choice-and-scalability

http://en.community.dell.com/techcenter/high-performance-computing/b/general_hpc/archive/2017/11/22/scaling-deep-learning-on-multiple-v100-nodes

http://en.community.dell.com/techcenter/high-performance-computing/b/general_hpc/archive/2017/09/27/deep-learning-on-v100

aturner-epcc commented 6 years ago

This is already being worked on at EPCC funded by PRACE WP7