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[QWEN NEXT] Fused MoE kernels Optimization configs (#24924)

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Signed-off-by: Saman Keon <samanamp@outlook.com>
Co-authored-by: Jee Jee Li <pandaleefree@gmail.com>
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Saman A. Pour 2025-09-15 22:06:03 -07:00 committed by GitHub
parent 8c54610265
commit 238c4c1705
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3 changed files with 439 additions and 0 deletions
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147
vllm/model_executor/layers/fused_moe/configs/E=512,N=128,device_name=NVIDIA_GB200,dtype=fp8_w8a8.json Normal file
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@ -0,0 +1,147 @@
{
"1": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 32,
"BLOCK_SIZE_K": 64,
"GROUP_SIZE_M": 1,
"num_warps": 4,
"num_stages": 3
},
"2": {
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},
"4": {
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},
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},
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},
"24": {
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},
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}

146
vllm/model_executor/layers/fused_moe/configs/E=512,N=256,device_name=NVIDIA_GB200,dtype=fp8_w8a8.json Normal file
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@ -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": {
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"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 64,
"GROUP_SIZE_M": 64,
"num_warps": 4,
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},
"4": {
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"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 128,
"GROUP_SIZE_M": 1,
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},
"8": {
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"GROUP_SIZE_M": 1,
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},
"16": {
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},
"24": {
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"GROUP_SIZE_M": 1,
"num_warps": 4,
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},
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},
"48": {
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},
"64": {
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},
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},
"128": {
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"GROUP_SIZE_M": 1,
"num_warps": 4,
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},
"256": {
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"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 128,
"GROUP_SIZE_M": 1,
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"num_stages": 3
},
"512": {
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"GROUP_SIZE_M": 1,
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},
"1024": {
"BLOCK_SIZE_M": 32,
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"num_warps": 4,
"num_stages": 4
},
"1536": {
"BLOCK_SIZE_M": 64,
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"GROUP_SIZE_M": 1,
"num_warps": 4,
"num_stages": 4
},
"2048": {
"BLOCK_SIZE_M": 64,
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"BLOCK_SIZE_K": 64,
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},
"3072": {
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},
"4096": {
"BLOCK_SIZE_M": 128,
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"GROUP_SIZE_M": 1,
"num_warps": 4,
"num_stages": 4
}
}

146
vllm/model_executor/layers/fused_moe/configs/E=512,N=512,device_name=NVIDIA_GB200,dtype=fp8_w8a8.json Normal file
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@ -0,0 +1,146 @@
{
"1": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 32,
"BLOCK_SIZE_K": 128,
"GROUP_SIZE_M": 64,
"num_warps": 4,
"num_stages": 4
},
"2": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 128,
"GROUP_SIZE_M": 1,
"num_warps": 4,
"num_stages": 3
},
"4": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 64,
"GROUP_SIZE_M": 1,
"num_warps": 4,
"num_stages": 4
},
"8": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 128,
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"GROUP_SIZE_M": 1,
"num_warps": 4,
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},
"16": {
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},
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},
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},
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},
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},
"128": {
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"BLOCK_SIZE_K": 128,
"GROUP_SIZE_M": 1,
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},
"256": {
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},
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},
"1024": {
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},
"1536": {
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},
"2048": {
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},
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},
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}
}