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Update the fast training with profiling tool (#757)
* draft for profiling Signed-off-by: Yuchen Xu <yuchenx@nvidia.com> * fixed coding style errors * ready for discussion * checkpoint missing nsys figures * ready for review * addressed Nic's comments * fixed typo * removed output files * intermediate commit with experiments included * ready for review * various updates; ready for review * addressed style comments Co-authored-by: Yuchen Xu <yuchenx@nvidia.com>
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