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[Kernel][ROCm][AMD] fused_moe Triton configs v2 for mi300X (#5932)

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Divakar Verma 2024-06-27 15:41:08 -05:00 committed by GitHub
parent 64e8d2a783
commit c3dde367f1
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GPG Key ID: B5690EEEBB952194
4 changed files with 506 additions and 200 deletions
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164
vllm/model_executor/layers/fused_moe/configs/E=8,N=14336,device_name=AMD_Instinct_MI300X.json
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@ -1,128 +1,200 @@
{ {
"1": { "1": {
"BLOCK_SIZE_M": 16, "BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 64, "BLOCK_SIZE_N": 32,
"BLOCK_SIZE_K": 128, "BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 1, "GROUP_SIZE_M": 1,
"num_stages": 0 "num_warps": 2,
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"2": { "2": {
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}, },
"4": { "4": {
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}, },
"16": { "16": {
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}, },
"48": { "48": {
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}, },
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}, },
"1536": { "1536": {
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}, },
"2048": { "2048": {
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}, },
"3072": { "3072": {
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}, },
"4096": { "4096": {
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"kpack": 1
} }
} }

182
vllm/model_executor/layers/fused_moe/configs/E=8,N=1792,device_name=AMD_Instinct_MI300X.json Normal file → Executable file
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@ -1,110 +1,200 @@
{ {
"1": { "1": {
"BLOCK_SIZE_M": 16, "BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 64, "BLOCK_SIZE_N": 32,
"BLOCK_SIZE_K": 128, "BLOCK_SIZE_K": 256,
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}, },
"2": { "2": {
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}, },
"4": { "4": {
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}, },
"8": { "8": {
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}, },
"16": { "16": {
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}, },
"32": { "32": {
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}, },
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}, },
"64": { "64": {
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}, },
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}, },
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}, },
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"kpack": 1
} }
} }

178
vllm/model_executor/layers/fused_moe/configs/E=8,N=3584,device_name=AMD_Instinct_MI300X.json
View File

@ -1,128 +1,200 @@
{ {
"1": { "1": {
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"num_stages": 0 "num_warps": 2,
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}, },
"2": { "2": {
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}, },
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"8": { "8": {
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}, },
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}, },
"96": { "96": {
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}, },
"128": { "128": {
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}, },
"256": { "256": {
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"GROUP_SIZE_M": 8, "GROUP_SIZE_M": 4,
"num_stages": 0 "num_warps": 8,
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}, },
"512": { "512": {
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"GROUP_SIZE_M": 1,
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},
"1024": {
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},
"1024": {
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}, },
"1536": { "1536": {
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}, },
"2048": { "2048": {
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}, },
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"4096": { "4096": {
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} }
} }

182
vllm/model_executor/layers/fused_moe/configs/E=8,N=7168,device_name=AMD_Instinct_MI300X.json
View File

@ -1,128 +1,200 @@
{ {
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} }