[FA] add persistent variant #77
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@manman-ren has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator. |
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Can you take a look at the CI failure? If the kernel does not work on the Triton versions we test (pytorch and Triton-main), we need to add them to the skip list: https://github.com/pytorch-labs/tritonbench/tree/main/test/test_gpu |
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manman-ren
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manman-ren
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manman-ren
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manman-ren
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manman-ren
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manman-ren
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Hongtao identified the performance issue with the initial implementation and updated the assignments of tiles to each SM.
Performance with warp specialization
(Batch, Heads, SeqLen, Dhead) triton_tutorial_flash_v2_tma_ws_persistent-tflops triton_tutorial_flash_v2_tma_ws-tflops triton_tutorial_flash_v2-tflops