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Omniperf roofline does not display FP64 / General Roofline Datatype Support #207

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ausellis0 opened this issue Nov 28, 2023 · 0 comments
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enhancement New feature or request Roofline Related to Omniperf's Roofline Analysis

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@ausellis0
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Is your feature request related to a problem? Please describe.

The Omniperf roofline plots seem to collate fp32 and fp64 data types, but labels read as FP32 rates only leading to user confusion.

Describe the solution you'd like

It would help if these were separated to help with immediate interpretability or at least have the option for users. Further, it would be nice to have a --roofline-datatype=${DTYPE} option to isolate any specific datatype ops to its own roofline plot (e.g. FP64 / FP32 / INT32 / FP16 / BF16 / INT8 / INT4 / etc...). The lower precision datatypes would be useful for profiling future machine learning inference cases.

@ausellis0 ausellis0 added the enhancement New feature or request label Nov 28, 2023
@coleramos425 coleramos425 self-assigned this Nov 28, 2023
@coleramos425 coleramos425 added the Roofline Related to Omniperf's Roofline Analysis label Mar 5, 2024
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Labels
enhancement New feature or request Roofline Related to Omniperf's Roofline Analysis
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