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Performance enhancements 0.7.0

Closed Sep 27, 2021 100% complete

-Performance - Spleen, Brain (stretch), Pathology (Optimize workflow) - Time to accuracy(minimized target); GPU Utilization (monitor)- outcome: Performance manual &Jupyter notebook for how to train network faster with MONAI & benchmark.

Environment: A100 (target)
https://colossus.nvidia.com/web/index.html#/schedule?resourceName=cl1-4017
https://colossus.n…

-Performance - Spleen, Brain (stretch), Pathology (Optimize workflow) - Time to accuracy(minimized target); GPU Utilization (monitor)- outcome: Performance manual &Jupyter notebook for how to train network faster with MONAI & benchmark.

Environment: A100 (target)
https://colossus.nvidia.com/web/index.html#/schedule?resourceName=cl1-4017
https://colossus.nvidia.com/web/index.html#/schedule?chipNameOptList=GA100&resourceStatusOptList=AVAILABLE
https://docs.google.com/spreadsheets/d/19Ylfg4K9eLLcffXvWy_fMH_MdqPTuYJiK90BtUcdQCY/edit#gid=0

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