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h200 tuning fused_moe_triton config for Mixtral 8x7B/8x22B and Qwen2 …
…57BA14B (#2689)
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146 changes: 146 additions & 0 deletions
146
...yers/moe/fused_moe_triton/configs/E=64,N=1280,device_name=NVIDIA_H200,dtype=fp8_w8a8.json
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{ | ||
"1": { | ||
"BLOCK_SIZE_M": 64, | ||
"BLOCK_SIZE_N": 128, | ||
"BLOCK_SIZE_K": 128, | ||
"GROUP_SIZE_M": 1, | ||
"num_warps": 4, | ||
"num_stages": 4 | ||
}, | ||
"2": { | ||
"BLOCK_SIZE_M": 64, | ||
"BLOCK_SIZE_N": 128, | ||
"BLOCK_SIZE_K": 128, | ||
"GROUP_SIZE_M": 1, | ||
"num_warps": 4, | ||
"num_stages": 3 | ||
}, | ||
"4": { | ||
"BLOCK_SIZE_M": 64, | ||
"BLOCK_SIZE_N": 64, | ||
"BLOCK_SIZE_K": 128, | ||
"GROUP_SIZE_M": 64, | ||
"num_warps": 4, | ||
"num_stages": 3 | ||
}, | ||
"8": { | ||
"BLOCK_SIZE_M": 64, | ||
"BLOCK_SIZE_N": 128, | ||
"BLOCK_SIZE_K": 128, | ||
"GROUP_SIZE_M": 64, | ||
"num_warps": 4, | ||
"num_stages": 3 | ||
}, | ||
"16": { | ||
"BLOCK_SIZE_M": 64, | ||
"BLOCK_SIZE_N": 128, | ||
"BLOCK_SIZE_K": 128, | ||
"GROUP_SIZE_M": 1, | ||
"num_warps": 4, | ||
"num_stages": 3 | ||
}, | ||
"24": { | ||
"BLOCK_SIZE_M": 64, | ||
"BLOCK_SIZE_N": 128, | ||
"BLOCK_SIZE_K": 128, | ||
"GROUP_SIZE_M": 16, | ||
"num_warps": 4, | ||
"num_stages": 4 | ||
}, | ||
"32": { | ||
"BLOCK_SIZE_M": 64, | ||
"BLOCK_SIZE_N": 256, | ||
"BLOCK_SIZE_K": 128, | ||
"GROUP_SIZE_M": 1, | ||
"num_warps": 4, | ||
"num_stages": 5 | ||
}, | ||
"48": { | ||
"BLOCK_SIZE_M": 64, | ||
"BLOCK_SIZE_N": 128, | ||
"BLOCK_SIZE_K": 128, | ||
"GROUP_SIZE_M": 1, | ||
"num_warps": 4, | ||
"num_stages": 4 | ||
}, | ||
"64": { | ||
"BLOCK_SIZE_M": 64, | ||
"BLOCK_SIZE_N": 128, | ||
"BLOCK_SIZE_K": 128, | ||
"GROUP_SIZE_M": 1, | ||
"num_warps": 4, | ||
"num_stages": 4 | ||
}, | ||
"96": { | ||
"BLOCK_SIZE_M": 64, | ||
"BLOCK_SIZE_N": 128, | ||
"BLOCK_SIZE_K": 128, | ||
"GROUP_SIZE_M": 1, | ||
"num_warps": 4, | ||
"num_stages": 4 | ||
}, | ||
"128": { | ||
"BLOCK_SIZE_M": 64, | ||
"BLOCK_SIZE_N": 128, | ||
"BLOCK_SIZE_K": 128, | ||
"GROUP_SIZE_M": 1, | ||
"num_warps": 4, | ||
"num_stages": 4 | ||
}, | ||
"256": { | ||
"BLOCK_SIZE_M": 64, | ||
"BLOCK_SIZE_N": 128, | ||
"BLOCK_SIZE_K": 128, | ||
"GROUP_SIZE_M": 1, | ||
"num_warps": 4, | ||
"num_stages": 4 | ||
}, | ||
"512": { | ||
"BLOCK_SIZE_M": 128, | ||
"BLOCK_SIZE_N": 256, | ||
"BLOCK_SIZE_K": 128, | ||
"GROUP_SIZE_M": 1, | ||
"num_warps": 8, | ||
"num_stages": 4 | ||
}, | ||
"1024": { | ||
"BLOCK_SIZE_M": 128, | ||
"BLOCK_SIZE_N": 256, | ||
"BLOCK_SIZE_K": 128, | ||
"GROUP_SIZE_M": 1, | ||
"num_warps": 8, | ||
"num_stages": 4 | ||
}, | ||
"1536": { | ||
"BLOCK_SIZE_M": 128, | ||
"BLOCK_SIZE_N": 256, | ||
"BLOCK_SIZE_K": 128, | ||
"GROUP_SIZE_M": 16, | ||
"num_warps": 8, | ||
"num_stages": 4 | ||
}, | ||
"2048": { | ||
"BLOCK_SIZE_M": 128, | ||
"BLOCK_SIZE_N": 256, | ||
"BLOCK_SIZE_K": 128, | ||
"GROUP_SIZE_M": 16, | ||
"num_warps": 8, | ||
"num_stages": 4 | ||
}, | ||
"3072": { | ||
"BLOCK_SIZE_M": 128, | ||
"BLOCK_SIZE_N": 256, | ||
"BLOCK_SIZE_K": 128, | ||
"GROUP_SIZE_M": 1, | ||
"num_warps": 8, | ||
"num_stages": 4 | ||
}, | ||
"4096": { | ||
"BLOCK_SIZE_M": 128, | ||
"BLOCK_SIZE_N": 256, | ||
"BLOCK_SIZE_K": 128, | ||
"GROUP_SIZE_M": 16, | ||
"num_warps": 8, | ||
"num_stages": 4 | ||
} | ||
} |
146 changes: 146 additions & 0 deletions
146
...n/sglang/srt/layers/moe/fused_moe_triton/configs/E=64,N=1280,device_name=NVIDIA_H200.json
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{ | ||
"1": { | ||
"BLOCK_SIZE_M": 16, | ||
"BLOCK_SIZE_N": 64, | ||
"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": 2 | ||
}, | ||
"4": { | ||
"BLOCK_SIZE_M": 16, | ||
"BLOCK_SIZE_N": 64, | ||
"BLOCK_SIZE_K": 128, | ||
"GROUP_SIZE_M": 32, | ||
"num_warps": 4, | ||
"num_stages": 5 | ||
}, | ||
"8": { | ||
"BLOCK_SIZE_M": 16, | ||
"BLOCK_SIZE_N": 128, | ||
"BLOCK_SIZE_K": 128, | ||
"GROUP_SIZE_M": 32, | ||
"num_warps": 4, | ||
"num_stages": 3 | ||
}, | ||
"16": { | ||
"BLOCK_SIZE_M": 16, | ||
"BLOCK_SIZE_N": 64, | ||
"BLOCK_SIZE_K": 128, | ||
"GROUP_SIZE_M": 16, | ||
"num_warps": 4, | ||
"num_stages": 2 | ||
}, | ||
"24": { | ||
"BLOCK_SIZE_M": 16, | ||
"BLOCK_SIZE_N": 128, | ||
"BLOCK_SIZE_K": 256, | ||
"GROUP_SIZE_M": 32, | ||
"num_warps": 4, | ||
"num_stages": 2 | ||
}, | ||
"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": 8, | ||
"num_stages": 3 | ||
}, | ||
"64": { | ||
"BLOCK_SIZE_M": 16, | ||
"BLOCK_SIZE_N": 128, | ||
"BLOCK_SIZE_K": 128, | ||
"GROUP_SIZE_M": 1, | ||
"num_warps": 8, | ||
"num_stages": 3 | ||
}, | ||
"96": { | ||
"BLOCK_SIZE_M": 32, | ||
"BLOCK_SIZE_N": 128, | ||
"BLOCK_SIZE_K": 128, | ||
"GROUP_SIZE_M": 1, | ||
"num_warps": 4, | ||
"num_stages": 3 | ||
}, | ||
"128": { | ||
"BLOCK_SIZE_M": 32, | ||
"BLOCK_SIZE_N": 128, | ||
"BLOCK_SIZE_K": 128, | ||
"GROUP_SIZE_M": 1, | ||
"num_warps": 4, | ||
"num_stages": 3 | ||
}, | ||
"256": { | ||
"BLOCK_SIZE_M": 64, | ||
"BLOCK_SIZE_N": 64, | ||
"BLOCK_SIZE_K": 64, | ||
"GROUP_SIZE_M": 1, | ||
"num_warps": 4, | ||
"num_stages": 3 | ||
}, | ||
"512": { | ||
"BLOCK_SIZE_M": 128, | ||
"BLOCK_SIZE_N": 256, | ||
"BLOCK_SIZE_K": 64, | ||
"GROUP_SIZE_M": 1, | ||
"num_warps": 8, | ||
"num_stages": 4 | ||
}, | ||
"1024": { | ||
"BLOCK_SIZE_M": 128, | ||
"BLOCK_SIZE_N": 256, | ||
"BLOCK_SIZE_K": 64, | ||
"GROUP_SIZE_M": 1, | ||
"num_warps": 8, | ||
"num_stages": 4 | ||
}, | ||
"1536": { | ||
"BLOCK_SIZE_M": 128, | ||
"BLOCK_SIZE_N": 256, | ||
"BLOCK_SIZE_K": 64, | ||
"GROUP_SIZE_M": 1, | ||
"num_warps": 8, | ||
"num_stages": 4 | ||
}, | ||
"2048": { | ||
"BLOCK_SIZE_M": 128, | ||
"BLOCK_SIZE_N": 256, | ||
"BLOCK_SIZE_K": 64, | ||
"GROUP_SIZE_M": 1, | ||
"num_warps": 8, | ||
"num_stages": 4 | ||
}, | ||
"3072": { | ||
"BLOCK_SIZE_M": 128, | ||
"BLOCK_SIZE_N": 256, | ||
"BLOCK_SIZE_K": 64, | ||
"GROUP_SIZE_M": 16, | ||
"num_warps": 8, | ||
"num_stages": 4 | ||
}, | ||
"4096": { | ||
"BLOCK_SIZE_M": 128, | ||
"BLOCK_SIZE_N": 256, | ||
"BLOCK_SIZE_K": 64, | ||
"GROUP_SIZE_M": 16, | ||
"num_warps": 8, | ||
"num_stages": 4 | ||
} | ||
} |
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