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[GPU] Micro sdpa #24656

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[GPU] Micro sdpa #24656

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@vladimir-paramuzov vladimir-paramuzov commented May 23, 2024 •
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Details:

  • Added SDPA impl based on microkernels using internal onednn API and related infra
  • Current limitations:
    • fused transpose shouldn't change order of innermost dim (head size).
    • is_causal = true is not supported
    • fp16 only
    • num heads dimension must be static
    • no indirect kv support
  • Initial version of KV Cache + SDPA func test
  • Enabled Transpose+SDPA fusion for static shape too

Tickets:

@vladimir-paramuzov vladimir-paramuzov added this to the 2024.3 milestone May 23, 2024
@github-actions github-actions bot added the category: build OpenVINO cmake script / infra label May 23, 2024
@github-actions github-actions bot added the category: IE Tests OpenVINO Test: plugins and common label Jun 4, 2024
@vladimir-paramuzov vladimir-paramuzov force-pushed the micro_sdpa branch 5 times, most recently from 5dbb9c7 to d149dd4 Compare June 13, 2024 13:03
@github-actions github-actions bot removed the category: IE Tests OpenVINO Test: plugins and common label Jun 13, 2024
@vladimir-paramuzov vladimir-paramuzov force-pushed the micro_sdpa branch 2 times, most recently from 5cc640c to 6c596a9 Compare June 14, 2024 11:06
@vladimir-paramuzov vladimir-paramuzov marked this pull request as ready for review June 14, 2024 11:08
@vladimir-paramuzov vladimir-paramuzov requested review from a team as code owners June 14, 2024 11:08
@vladimir-paramuzov vladimir-paramuzov changed the title [WIP][GPU] Micro sdpa draft [GPU] Micro sdpa draft Jun 14, 2024
@vladimir-paramuzov vladimir-paramuzov changed the title [GPU] Micro sdpa draft [GPU] Micro sdpa Jun 14, 2024
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category: build OpenVINO cmake script / infra category: GPU OpenVINO GPU plugin under_perf_check
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@vladimir-paramuzov @p-durandin