[ROOFLINE] Add CUDA support to roofline analysis #12205
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Will take a look tomorrow |
added 6 commits
July 29, 2022 08:56
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.
AndrewZhaoLuo
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Jul 30, 2022
xinetzone
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Nov 25, 2022
* [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. * formatiing * move statement back inside loops * print out report for debugging * default to avx2 * review comments
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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_bandwidthandestimate_peak_flopsfunctions.Also fix cuda codegen and tensorcore_infer_fragment.cc to support filling matrix_a and matrix_b fragments.
@AndrewZhaoLuo