NVIDIA / NVIDIA/cutlass

[QST] Why we need prologue mma in hopper densegemm

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? - Needs Triage inactive-30d question
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Description

What is your question?

I noticed that in https://github.com/NVIDIA/cutlass/blob/main/examples/python/CuTeDSL/cute/hopper/kernel/dense_gemm/dense_gemm.py#L772-L824, there exist a prologue mma before mainloop, why we need to separate the first mma iter from mainloop?...

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Research direction

Read examples/python/CuTeDSL/cute/hopper/kernel/dense_gemm/dense_gemm.py at lines 772-824, focusing on the prologue MMA and the mainloop boundary. Trace why the first MMA iteration is separated and document whether that separation is required; the issue is done when the rationale is clearly answered.

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Assessment

Tech stack
python
Domain
hpc
Issue type
Documentation
Difficulty
4/5
Estimated time
3-5 days
Activity status
Quiet
Clarity
Needs clarification
Newbie friendliness
42/100

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