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[ROOFLINE] Add CUDA support to roofline analysis #12205

Merged
merged 6 commits into from
Jul 30, 2022
Merged

[ROOFLINE] Add CUDA support to roofline analysis #12205

merged 6 commits into from
Jul 30, 2022

Commits on Jul 29, 2022

  1. [ROOFLINE] Add CUDA support to roofline analysis 

    Add functions to estimate peak flops and bandwidth for CUDA. Add a new
registration mechanism to the roofline analysis to support adding any
target. This mechanism uses generic functions with overrides. New
targets only need to add `estimate_peak_bandwidth` and
`estimate_peak_flops` functions.

Also fix cuda codegen and tensorcore_infer_fragment.cc to support
filling matrix_a and matrix_b fragments.
    Tristan Konolige committed Jul 29, 2022
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  2. formatiing

    Tristan Konolige committed Jul 29, 2022
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  3. move statement back inside loops

    Tristan Konolige committed Jul 29, 2022
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  4. print out report for debugging

    Tristan Konolige committed Jul 29, 2022
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  5. default to avx2

    Tristan Konolige committed Jul 29, 2022
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  6. review comments

    Tristan Konolige committed Jul 29, 2022
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