Download build/webgpu/metadata.json from webgpu-kernels/com.microsoft.MultiHeadAttention: direct link, hf CLI and curl.
- Browser
- Download file 6.31 kB
-
https://huggingface.co/kernels/webgpu-kernels/com.microsoft.MultiHeadAttention/resolve/v1/build/webgpu/metadata.json
- Command line
-
hf download hf://webgpu-kernels/com.microsoft.MultiHeadAttention@v1/build/webgpu/metadata.json
-
curl -L -o metadata.json https://huggingface.co/kernels/webgpu-kernels/com.microsoft.MultiHeadAttention/resolve/v1/build/webgpu/metadata.json
6.31 kB
| { | |
| "name": "com.microsoft.MultiHeadAttention", | |
| "id": "_com_microsoft_multiheadattention_webgpu_e942a19", | |
| "version": 1, | |
| "license": "Apache-2.0", | |
| "backend": { "type": "webgpu" }, | |
| "digest": { | |
| "algorithm": "sha256", | |
| "files": { | |
| "attention-rank4-tiled.wgsl.jinja": "084x5bbpxeFR95/Q4nGzLrLnk9JJrd9XA1KJHxwU9CY=", | |
| "attn-flash-decode-splitk-merge.wgsl.jinja": "JIhoYhGkuat/Wrvix6ddD19+bmzHnc0yJdwWbW9o+nw=", | |
| "attn-flash-decode-splitk.wgsl.jinja": "tDj5VlltkM0N99vjpj6z5wtlIv00benlaAboa4e5vWI=", | |
| "attn-flash-online.wgsl.jinja": "1DGpp4kzd/v4gzAviJKnYGCT7BwDomzXK3He6CIT+1E=", | |
| "attn-flash-prefill-cluster.wgsl.jinja": "pjDvKLZ3CSluSAPNfb9j3U7yKEy+wVOfOAyZ1jdrjv8=", | |
| "attn-flash-q32-broadcast.wgsl.jinja": "puOnD1vGGeVg6HmaUi8k4JAZJviJM1dXWJyMZ2xuURM=", | |
| "attn-materialized-apply-f32.wgsl.jinja": "E2Vas8y/zcjHQb4Ks5TPnC4/lAhVRawXR5S1OwJB1Tc=", | |
| "attn-materialized-rowstats-combine-f32.wgsl.jinja": "CBltqk0CN9vvscb6D29o1T43vHWZYlU9fFpO9av2Sa8=", | |
| "attn-materialized-score-f32.wgsl.jinja": "bxW7HdJcF47NTbyXVHcaWrtCO0xCJ8pW5GW9/FTuGGg=", | |
| "attn-materialized-sgmat-f32.wgsl.jinja": "3e4ZOgVD5XSnYjVldRVq5QL72KiloCkr91OZj/VU0ZU=", | |
| "attn-materialized-softmax-f32.wgsl.jinja": "bpHIAAuUa+nrniTKxXEScXT5rJr5nObXY/sJ81hby5A=", | |
| "attn-online-scalar.wgsl.jinja": "AbpGvmzka15nPEj3QZPyMaW48Lo/9TqtndP0SdyqV/U=", | |
| "attn-small-head-parallel.wgsl.jinja": "Y0otPUGeAa4DzQUi+LnWLRTATc1i/awpIipRqbGDoQ0=", | |
| "attn-small-head-value.wgsl.jinja": "+6NLq7AJT3lRkAwsW2AvjGE0nhkD7dkBLqh6SpOFjy4=", | |
| "bench.json": "ateXBEoOVVMHNfiuXPmDW6sKzU1NRVRA9ndzslgsD2A=", | |
| "manifest.json": "VPWToEdcoP2Mr6k2oQuf/BhwUZdbcPl9J5YLZsMBMaE=", | |
| "mha-small-seq-blocked.wgsl.jinja": "WudxiAnGnY7dSEnlhHtwvQKvm4AN3ngQ9cbBfI6OUBM=", | |
| "mha-small-seq.wgsl.jinja": "1MR+JuEbffrS+QkuAZzFzWCLPX4VX9RJ5lmNIOm0/o0=", | |
| "test.json": "IEMAo5OqrMxRC7xc5Y/8xmjWObXuWw1SJhJeGGzDhwc=" | |
| } | |
| }, | |
| "provenance": { "kernel": { "sha": "6fdf6301e2bbcc2f03bf1eaf493b7ad55ef33afc", "dirty": false } }, | |
| "webgpu": { | |
| "manifestSpec": "2.1", | |
| "variants": { | |
| "qkv_no_bias_small_head_value_subgroups": ["attn-small-head-value.wgsl.jinja"], | |
| "qkv_no_bias_small_head_value_tree": ["attn-small-head-value.wgsl.jinja"], | |
| "qkv_bias_small_seq_blocked": ["mha-small-seq-blocked.wgsl.jinja"], | |
| "qkv_no_bias_small_seq_blocked": ["mha-small-seq-blocked.wgsl.jinja"], | |
| "qkv_no_bias_small_seq": ["mha-small-seq.wgsl.jinja"], | |
| "qkv_no_bias_tiled_nosg": ["attention-rank4-tiled.wgsl.jinja"], | |
| "qkv_bias_flash_q32_broadcast_f32_d128": ["attn-flash-q32-broadcast.wgsl.jinja"], | |
| "qkv_no_bias_small_head_parallel": ["attn-small-head-parallel.wgsl.jinja"], | |
| "qkv_no_bias_tiled_attn_bias_nosg": ["attention-rank4-tiled.wgsl.jinja"], | |
| "qkv_no_bias_materialized_sgmat_fused_f32": ["attn-materialized-rowstats-combine-f32.wgsl.jinja", "attn-materialized-sgmat-f32.wgsl.jinja"], | |
| "qkv_bias_materialized_sgmat_fused_f32": ["attn-materialized-rowstats-combine-f32.wgsl.jinja", "attn-materialized-sgmat-f32.wgsl.jinja"], | |
| "qkv_no_bias_materialized_sgmat_fused_f16": ["attn-materialized-rowstats-combine-f32.wgsl.jinja", "attn-materialized-sgmat-f32.wgsl.jinja"], | |
| "qkv_no_bias_flash_cluster_lpq4_nosg": ["attn-flash-prefill-cluster.wgsl.jinja"], | |
| "qkv_no_bias_flash_cluster_nosg": ["attn-flash-prefill-cluster.wgsl.jinja"], | |
| "qkv_bias_flash_cluster_nosg": ["attn-flash-prefill-cluster.wgsl.jinja"], | |
| "qkv_no_bias_flash_cluster_lpq4": ["attn-flash-prefill-cluster.wgsl.jinja"], | |
| "qkv_no_bias_flash_cluster": ["attn-flash-prefill-cluster.wgsl.jinja"], | |
| "qkv_bias_flash_cluster": ["attn-flash-prefill-cluster.wgsl.jinja"], | |
| "qkv_no_bias_flash_cluster_attn_bias": ["attn-flash-prefill-cluster.wgsl.jinja"], | |
| "qkv_bias_flash_cluster_attn_bias": ["attn-flash-prefill-cluster.wgsl.jinja"], | |
| "qkv_no_bias_flash_splitk_nosg": ["attn-flash-decode-splitk-merge.wgsl.jinja", "attn-flash-decode-splitk.wgsl.jinja"], | |
| "qkv_bias_flash_splitk_nosg": ["attn-flash-decode-splitk-merge.wgsl.jinja", "attn-flash-decode-splitk.wgsl.jinja"], | |
| "qkv_no_bias_flash_splitk": ["attn-flash-decode-splitk-merge.wgsl.jinja", "attn-flash-decode-splitk.wgsl.jinja"], | |
| "qkv_bias_flash_splitk": ["attn-flash-decode-splitk-merge.wgsl.jinja", "attn-flash-decode-splitk.wgsl.jinja"], | |
| "qkv_no_bias_materialized_gemm_f32": ["attn-materialized-apply-f32.wgsl.jinja", "attn-materialized-score-f32.wgsl.jinja", "attn-materialized-softmax-f32.wgsl.jinja"], | |
| "qkv_bias_materialized_gemm_f32": ["attn-materialized-apply-f32.wgsl.jinja", "attn-materialized-score-f32.wgsl.jinja", "attn-materialized-softmax-f32.wgsl.jinja"], | |
| "qkv_no_bias_materialized_gemm_fused_f32": ["attn-materialized-apply-f32.wgsl.jinja", "attn-materialized-rowstats-combine-f32.wgsl.jinja", "attn-materialized-score-f32.wgsl.jinja"], | |
| "qkv_bias_materialized_gemm_fused_f32": ["attn-materialized-apply-f32.wgsl.jinja", "attn-materialized-rowstats-combine-f32.wgsl.jinja", "attn-materialized-score-f32.wgsl.jinja"], | |
| "qkv_no_bias_flash_q32_broadcast": ["attn-flash-q32-broadcast.wgsl.jinja"], | |
| "qkv_no_bias_flash_q32_shared": ["attn-flash-q32-broadcast.wgsl.jinja"], | |
| "qkv_no_bias_attn_bias": ["attn-online-scalar.wgsl.jinja"], | |
| "qkv_bias_attn_bias": ["attn-online-scalar.wgsl.jinja"], | |
| "qkv_no_bias": ["attn-online-scalar.wgsl.jinja"], | |
| "qkv_bias": ["attn-online-scalar.wgsl.jinja"], | |
| "qkv_no_bias_flash": ["attn-flash-online.wgsl.jinja"], | |
| "qkv_bias_flash": ["attn-flash-online.wgsl.jinja"], | |
| "qkv_no_bias_flash_nosg": ["attn-flash-online.wgsl.jinja"], | |
| "qkv_bias_flash_nosg": ["attn-flash-online.wgsl.jinja"], | |
| "qkv_no_bias_flash_attn_bias": ["attn-flash-online.wgsl.jinja"], | |
| "qkv_bias_flash_attn_bias": ["attn-flash-online.wgsl.jinja"], | |
| "qkv_no_bias_flash_attn_bias_nosg": ["attn-flash-online.wgsl.jinja"], | |
| "qkv_bias_flash_attn_bias_nosg": ["attn-flash-online.wgsl.jinja"], | |
| "qkv_no_bias_materialized_sgmat_f32": ["attn-materialized-sgmat-f32.wgsl.jinja", "attn-materialized-softmax-f32.wgsl.jinja"], | |
| "qkv_bias_materialized_sgmat_f32": ["attn-materialized-sgmat-f32.wgsl.jinja", "attn-materialized-softmax-f32.wgsl.jinja"] | |
| } | |
| } | |
| } | |