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perf(moe): add tuned fused_moe config for RTX PRO 6000 Blackwell Server Edition (#39183)

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Signed-off-by: manu <fortin.emmanuel@gmail.com>
This commit is contained in:
Manu
2026-04-10 11:32:42 -06:00
committed by GitHub
parent b87575d24b
commit 51cfc0e76c
3 changed files with 441 additions and 0 deletions
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vllm/model_executor/layers/fused_moe/configs/E=256,N=384,device_name=NVIDIA_RTX_PRO_6000_Blackwell_Server_Edition,dtype=fp8_w8a8,block_shape=[128,128].json
+147
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{
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"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 128,
"GROUP_SIZE_M": 1,
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"num_stages": 3
},
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},
"1536": {
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vllm/model_executor/layers/fused_moe/configs/E=256,N=512,device_name=NVIDIA_RTX_PRO_6000_Blackwell_Server_Edition,dtype=fp8_w8a8,block_shape=[128,128].json
+147
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@@ -0,0 +1,147 @@
{
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"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 128,
"GROUP_SIZE_M": 1,
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"num_stages": 4
},
"2": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 1,
"num_warps": 8,
"num_stages": 3
},
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"256": {
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},
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},
"2048": {
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},
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"4096": {
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"num_warps": 4,
"num_stages": 3
}
}
vllm/model_executor/layers/fused_moe/configs/E=64,N=1536,device_name=NVIDIA_RTX_PRO_6000_Blackwell_Server_Edition,dtype=fp8_w8a8,block_shape=[128,128].json
+147
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@@ -0,0 +1,147 @@
{
"triton_version": "3.6.0",
"1": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 128,
"GROUP_SIZE_M": 1,
"num_warps": 4,
"num_stages": 3
},
"2": {
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"BLOCK_SIZE_N": 256,
"BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 32,
"num_warps": 8,
"num_stages": 2
},
"4": {
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},
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}