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perform metric computation on cpu (#64)
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* perform metric computation on cpu

* normalization on cpu

* round performance comparison

Co-authored-by: Samet <samet.akcay@intel.com>
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@djdameln @samet-akcay
djdameln and samet-akcay committed Jan 9, 2022
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