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Unverified Commit 238c4c17 authored by Saman A. Pour's avatar Saman A. Pour Committed by GitHub
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[QWEN NEXT] Fused MoE kernels Optimization configs (#24924) 


Signed-off-by: default avatarSaman Keon <samanamp@outlook.com>
Co-authored-by: default avatarJee Jee Li <pandaleefree@gmail.com>
parent 8c546102
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vllm/model_executor/layers/fused_moe/configs/E=512,N=128,device_name=NVIDIA_GB200,dtype=fp8_w8a8.json 0 → 100644
View file @ 238c4c17
{
"1": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 32,
"BLOCK_SIZE_K": 64,
"GROUP_SIZE_M": 1,
"num_warps": 4,
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},
"4": {
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"24": {
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"48": {
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"64": {
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"96": {
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},
"128": {
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},
"256": {
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"512": {
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"1024": {
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},
"1536": {
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"2048": {
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"3072": {
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"4096": {
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}
vllm/model_executor/layers/fused_moe/configs/E=512,N=256,device_name=NVIDIA_GB200,dtype=fp8_w8a8.json 0 → 100644
View file @ 238c4c17
{
"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": 64,
"GROUP_SIZE_M": 64,
"num_warps": 4,
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},
"4": {
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"8": {
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"16": {
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"24": {
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"48": {
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"64": {
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"96": {
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},
"128": {
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},
"256": {
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"GROUP_SIZE_M": 1,
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},
"512": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 128,
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"GROUP_SIZE_M": 1,
"num_warps": 4,
"num_stages": 3
},
"1024": {
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"BLOCK_SIZE_N": 256,
"BLOCK_SIZE_K": 64,
"GROUP_SIZE_M": 1,
"num_warps": 4,
"num_stages": 4
},
"1536": {
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"num_stages": 4
},
"2048": {
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"BLOCK_SIZE_K": 64,
"GROUP_SIZE_M": 32,
"num_warps": 4,
"num_stages": 4
},
"3072": {
"BLOCK_SIZE_M": 64,
"BLOCK_SIZE_N": 256,
"BLOCK_SIZE_K": 64,
"GROUP_SIZE_M": 1,
"num_warps": 8,
"num_stages": 5
},
"4096": {
"BLOCK_SIZE_M": 128,
"BLOCK_SIZE_N": 256,
"BLOCK_SIZE_K": 64,
"GROUP_SIZE_M": 1,
"num_warps": 4,
"num_stages": 4
}
}
vllm/model_executor/layers/fused_moe/configs/E=512,N=512,device_name=NVIDIA_GB200,dtype=fp8_w8a8.json 0 → 100644
View file @ 238c4c17
{
"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,
"BLOCK_SIZE_K": 128,
"GROUP_SIZE_M": 1,
"num_warps": 4,
"num_stages": 3
},
"16": {
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"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 128,
"GROUP_SIZE_M": 1,
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},
"24": {
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"48": {
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"64": {
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},
"96": {
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},
"128": {
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"GROUP_SIZE_M": 1,
"num_warps": 4,
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},
"256": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 128,
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"num_stages": 3
},
"512": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 128,
"GROUP_SIZE_M": 1,
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},
"1024": {
"BLOCK_SIZE_M": 32,
"BLOCK_SIZE_N": 256,
"BLOCK_SIZE_K": 64,
"GROUP_SIZE_M": 1,
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"num_stages": 4
},
"1536": {
"BLOCK_SIZE_M": 64,
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"GROUP_SIZE_M": 1,
"num_warps": 8,
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},
"2048": {
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"BLOCK_SIZE_K": 64,
"GROUP_SIZE_M": 16,
"num_warps": 8,
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},
"3072": {
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"GROUP_SIZE_M": 32,
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},
"4096": {
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"BLOCK_SIZE_N": 256,
"BLOCK_SIZE_K": 64,
"GROUP_SIZE_M": 16,
"num_warps": 4,
"num_stages": 4
}
}
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