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[Kernel] Add MoE Triton kernel configs for A100 40GB (vllm-project#3700)
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146 changes: 146 additions & 0 deletions
146
...odel_executor/layers/fused_moe/configs/E=16,N=1344,device_name=NVIDIA_A100-SXM4-40GB.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": 32, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 1, | ||
| "num_warps": 4, | ||
| "num_stages": 4 | ||
| }, | ||
| "2": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 16, | ||
| "num_warps": 4, | ||
| "num_stages": 4 | ||
| }, | ||
| "4": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 64, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 16, | ||
| "num_warps": 4, | ||
| "num_stages": 4 | ||
| }, | ||
| "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": 32, | ||
| "num_warps": 8, | ||
| "num_stages": 4 | ||
| }, | ||
| "24": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 64, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 1, | ||
| "num_warps": 4, | ||
| "num_stages": 4 | ||
| }, | ||
| "32": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 64, | ||
| "BLOCK_SIZE_K": 256, | ||
| "GROUP_SIZE_M": 1, | ||
| "num_warps": 4, | ||
| "num_stages": 4 | ||
| }, | ||
| "48": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 64, | ||
| "BLOCK_SIZE_K": 256, | ||
| "GROUP_SIZE_M": 1, | ||
| "num_warps": 4, | ||
| "num_stages": 4 | ||
| }, | ||
| "64": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 64, | ||
| "BLOCK_SIZE_K": 256, | ||
| "GROUP_SIZE_M": 1, | ||
| "num_warps": 4, | ||
| "num_stages": 4 | ||
| }, | ||
| "96": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 64, | ||
| "BLOCK_SIZE_K": 256, | ||
| "GROUP_SIZE_M": 64, | ||
| "num_warps": 4, | ||
| "num_stages": 4 | ||
| }, | ||
| "128": { | ||
| "BLOCK_SIZE_M": 32, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 1, | ||
| "num_warps": 4, | ||
| "num_stages": 4 | ||
| }, | ||
| "256": { | ||
| "BLOCK_SIZE_M": 32, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 32, | ||
| "num_warps": 4, | ||
| "num_stages": 4 | ||
| }, | ||
| "512": { | ||
| "BLOCK_SIZE_M": 32, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 64, | ||
| "num_warps": 4, | ||
| "num_stages": 4 | ||
| }, | ||
| "1024": { | ||
| "BLOCK_SIZE_M": 128, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 16, | ||
| "num_warps": 8, | ||
| "num_stages": 4 | ||
| }, | ||
| "1536": { | ||
| "BLOCK_SIZE_M": 128, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 16, | ||
| "num_warps": 8, | ||
| "num_stages": 4 | ||
| }, | ||
| "2048": { | ||
| "BLOCK_SIZE_M": 128, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 16, | ||
| "num_warps": 8, | ||
| "num_stages": 4 | ||
| }, | ||
| "3072": { | ||
| "BLOCK_SIZE_M": 128, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 16, | ||
| "num_warps": 8, | ||
| "num_stages": 4 | ||
| }, | ||
| "4096": { | ||
| "BLOCK_SIZE_M": 128, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 16, | ||
| "num_warps": 8, | ||
| "num_stages": 4 | ||
| } | ||
| } |
146 changes: 146 additions & 0 deletions
146
...model_executor/layers/fused_moe/configs/E=8,N=1792,device_name=NVIDIA_A100-SXM4-40GB.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": 256, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 1, | ||
| "num_warps": 8, | ||
| "num_stages": 4 | ||
| }, | ||
| "2": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 32, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 16, | ||
| "num_warps": 4, | ||
| "num_stages": 4 | ||
| }, | ||
| "4": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 64, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 64, | ||
| "num_warps": 8, | ||
| "num_stages": 4 | ||
| }, | ||
| "8": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 32, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 1, | ||
| "num_warps": 8, | ||
| "num_stages": 4 | ||
| }, | ||
| "16": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 16, | ||
| "num_warps": 8, | ||
| "num_stages": 4 | ||
| }, | ||
| "24": { | ||
| "BLOCK_SIZE_M": 32, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 32, | ||
| "num_warps": 4, | ||
| "num_stages": 4 | ||
| }, | ||
| "32": { | ||
| "BLOCK_SIZE_M": 32, | ||
| "BLOCK_SIZE_N": 256, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 64, | ||
| "num_warps": 4, | ||
| "num_stages": 4 | ||
| }, | ||
| "48": { | ||
| "BLOCK_SIZE_M": 16, | ||
| "BLOCK_SIZE_N": 32, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 16, | ||
| "num_warps": 8, | ||
| "num_stages": 4 | ||
| }, | ||
| "64": { | ||
| "BLOCK_SIZE_M": 32, | ||
| "BLOCK_SIZE_N": 256, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 64, | ||
| "num_warps": 4, | ||
| "num_stages": 4 | ||
| }, | ||
| "96": { | ||
| "BLOCK_SIZE_M": 32, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 1, | ||
| "num_warps": 4, | ||
| "num_stages": 4 | ||
| }, | ||
| "128": { | ||
| "BLOCK_SIZE_M": 32, | ||
| "BLOCK_SIZE_N": 64, | ||
| "BLOCK_SIZE_K": 128, | ||
| "GROUP_SIZE_M": 32, | ||
| "num_warps": 8, | ||
| "num_stages": 4 | ||
| }, | ||
| "256": { | ||
| "BLOCK_SIZE_M": 64, | ||
| "BLOCK_SIZE_N": 256, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 64, | ||
| "num_warps": 8, | ||
| "num_stages": 4 | ||
| }, | ||
| "512": { | ||
| "BLOCK_SIZE_M": 64, | ||
| "BLOCK_SIZE_N": 256, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 32, | ||
| "num_warps": 8, | ||
| "num_stages": 4 | ||
| }, | ||
| "1024": { | ||
| "BLOCK_SIZE_M": 64, | ||
| "BLOCK_SIZE_N": 256, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 64, | ||
| "num_warps": 8, | ||
| "num_stages": 4 | ||
| }, | ||
| "1536": { | ||
| "BLOCK_SIZE_M": 64, | ||
| "BLOCK_SIZE_N": 256, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 32, | ||
| "num_warps": 8, | ||
| "num_stages": 4 | ||
| }, | ||
| "2048": { | ||
| "BLOCK_SIZE_M": 64, | ||
| "BLOCK_SIZE_N": 256, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 16, | ||
| "num_warps": 8, | ||
| "num_stages": 4 | ||
| }, | ||
| "3072": { | ||
| "BLOCK_SIZE_M": 128, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 16, | ||
| "num_warps": 8, | ||
| "num_stages": 4 | ||
| }, | ||
| "4096": { | ||
| "BLOCK_SIZE_M": 128, | ||
| "BLOCK_SIZE_N": 128, | ||
| "BLOCK_SIZE_K": 64, | ||
| "GROUP_SIZE_M": 16, | ||
| "num_warps": 8, | ||
| "num_stages": 4 | ||
| } | ||
| } |
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