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perf: add kimi k2 fused_moe tuning config for h30_3e #8021
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146 changes: 146 additions & 0 deletions
146
...on_3_3_1/E=384,N=256,device_name=NVIDIA_H20-3e,dtype=fp8_w8a8,block_shape=[128, 128].json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,146 @@ | ||
| { | ||
| "1": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 1, | ||
| "num_warps": 4, | ||
| "num_stages": 4 | ||
| }, | ||
| "2": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 64, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 1, | ||
| "num_warps": 4, | ||
| "num_stages": 4 | ||
| }, | ||
| "4": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 1, | ||
| "num_warps": 4, | ||
| "num_stages": 3 | ||
| }, | ||
| "8": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 64, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 64, | ||
| "num_warps": 4, | ||
| "num_stages": 4 | ||
| }, | ||
| "16": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 16, | ||
| "num_warps": 4, | ||
| "num_stages": 3 | ||
| }, | ||
| "24": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 16, | ||
| "num_warps": 4, | ||
| "num_stages": 3 | ||
| }, | ||
| "32": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 1, | ||
| "num_warps": 4, | ||
| "num_stages": 4 | ||
| }, | ||
| "48": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 32, | ||
| "num_warps": 4, | ||
| "num_stages": 3 | ||
| }, | ||
| "64": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 64, | ||
| "num_warps": 4, | ||
| "num_stages": 3 | ||
| }, | ||
| "96": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 64, | ||
| "num_warps": 4, | ||
| "num_stages": 3 | ||
| }, | ||
| "128": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 16, | ||
| "num_warps": 4, | ||
| "num_stages": 3 | ||
| }, | ||
| "256": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 1, | ||
| "num_warps": 4, | ||
| "num_stages": 3 | ||
| }, | ||
| "512": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 32, | ||
| "num_warps": 4, | ||
| "num_stages": 3 | ||
| }, | ||
| "1024": { | ||
| "BLOCK_SIZE_M": 64, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 16, | ||
| "num_warps": 4, | ||
| "num_stages": 3 | ||
| }, | ||
| "1536": { | ||
| "BLOCK_SIZE_M": 64, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 16, | ||
| "num_warps": 4, | ||
| "num_stages": 3 | ||
| }, | ||
| "2048": { | ||
| "BLOCK_SIZE_M": 64, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 16, | ||
| "num_warps": 4, | ||
| "num_stages": 3 | ||
| }, | ||
| "3072": { | ||
| "BLOCK_SIZE_M": 64, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 32, | ||
| "num_warps": 4, | ||
| "num_stages": 3 | ||
| }, | ||
| "4096": { | ||
| "BLOCK_SIZE_M": 64, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 1, | ||
| "num_warps": 4, | ||
| "num_stages": 3 | ||
| } | ||
| } | ||
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The filename for this configuration file contains a space within the
block_shapecomponent (block_shape=[128, 128]). While this is likely generated by the existingget_config_file_namefunction, it's a good practice to avoid spaces in filenames to ensure compatibility across different environments and tools that might not handle them correctly.A more robust approach would be to remove the space, resulting in a filename component like
block_shape=[128,128]. This would require a small change in theget_config_file_namefunction inpython/sglang/srt/layers/moe/fused_moe_triton/fused_moe.py.While the file to be changed is outside the scope of this PR, I recommend creating a follow-up to address this for better maintainability.