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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3rd-party	[js/webgpu] Optimize conv1d by conv2d (#19388)	2024-08-22 22:56:07 -07:00
argminmax.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
attention.ts	[JS/WebGPU] Avoid producing presentKey/presentValue outputs if pastKey/pastValue … (#21782)	2024-08-19 18:02:19 -07:00
batch-norm.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
bias-add.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
bias-split-gelu.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
binary-op.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
common.ts	[js/webgpu] Optimize transpose (#21964)	2024-09-04 12:04:04 -07:00
concat.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
conv-grouped.ts	[js/webgpu] Optimize grouped conv (#21892)	2024-09-04 17:16:35 -07:00
conv-transpose.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
conv.ts	[js/webgpu] Optimize grouped conv (#21892)	2024-09-04 17:16:35 -07:00
cumsum.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
depth-to-space.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
einsum.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
expand.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
fast-gelu.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
fuse-utils.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
gather-block-quantized.ts	[JS/WebGPU] Add GatherBlockQuantized op support (#21734)	2024-08-26 14:46:04 -07:00
gather-elements.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
gather.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
gemm.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
group-query-attention.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
instance-norm.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
layer-norm.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
matmul.ts	[js/webgpu] Optimize conv1d by conv2d (#19388)	2024-08-22 22:56:07 -07:00
matmulnbits.ts	[js/webgpu] optimize MatmulNBits (#21747)	2024-08-23 16:36:00 -07:00
multihead-attention.ts	[JS/WebGPU] Add GatherBlockQuantized op support (#21734)	2024-08-26 14:46:04 -07:00
pad.ts	[js/webgpu] Enable pad f16 uniform (#21691)	2024-08-26 07:58:48 -07:00
pool.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
quantize-linear.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
range.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
reduce-shared.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
reduce.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
resize.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
rotary-embedding.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
skip-layer-norm.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
slice.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
softmax.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
split.ts	[js/webgpu] Handle negative axis in op Split (#21771)	2024-08-17 16:41:23 -07:00
tile.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00
transpose.ts	[js/webgpu] Optimize transpose (#21964)	2024-09-04 12:04:04 -07:00
unary-op.ts	[js/webgpu] support float16 for Clip (#21584)	2024-08-28 13:19:20 -07:00
where.ts	[js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728)	2024-08-14 16:51:22 -07:00