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refactor time profiling and optimize GPU memory usage#378

Merged
maorz1998 merged 7 commits into
deepmodeling:GPU-devfrom
STwangyingrui:yr/to_merge_1024
Oct 25, 2023
Merged

refactor time profiling and optimize GPU memory usage#378
maorz1998 merged 7 commits into
deepmodeling:GPU-devfrom
STwangyingrui:yr/to_merge_1024

fix sereral bugs and align multi-card multi-step result

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