Jiajia Qin 3580e01348 [js/webgpu] Optimize grouped conv (#21892) ... ### Description <!-- Describe your changes. --> #21618 This PR optimizes grouped conv by 1) more sequential memory access in gpu 2) reusing input's data to reduce global memory access times. See `Conv|GroupedConv` op in [Wav2Vec2](https://huggingface.co/facebook/wav2vec2-base-960h) becomes 92 ms from 1058 ms on iGPUs with 32 EU. For the whole model on my iGPUs with 32 EU, wav2vec2 model becomes 982ms from 1942 ms. squeezebert-uncased model becomes 71.86ms from 431.77ms. ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. -->		2024-09-04 17:16:35 -07:00
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ops	[js/webgpu] Optimize grouped conv (#21892)	2024-09-04 17:16:35 -07:00