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[JSEP/WebGPU] Remove explicit split operator in GQA when QKV packed. #22627

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Description

Remove the explicit split operation to support packed QKV. Instead use indexing to read the key/value data from Q input.

Motivation and Context

Improve GQA performance.

@satyajandhyala satyajandhyala marked this pull request as ready for review October 29, 2024 17:56
@guschmue guschmue added the ep:WebGPU ort-web webgpu provider label Oct 30, 2024
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