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WIP: FlashAttention for WebGPU EP #22919

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@sushraja-msft sushraja-msft commented Nov 21, 2024

WIP: Implementation of FlashAttention that works for MHA

  • Currently only works on machines where the subgroup size is the same as tile size. (Intel)
  • Works only for the condition of new sequence length is 1.

The other scenarios require more debugging, algorithm needs optimization as well for the 1 seq length case because workgroups are left unused in how ComputeDotProduct is invoked.

@sushraja-msft sushraja-msft changed the title User/sushraja/fa attempt2 WIP: FlashAttention for WebGPU EP Nov 21, 2024
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