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[Performance, Hardware] MoE tuning on AMD MI300x GPUs (#1554)

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Co-authored-by: wunhuang <wunhuang@amd.com>
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kk
2024-10-03 00:52:46 +08:00
committed by GitHub
parent f202ed9712
commit 8cdc76f6d4
1 changed files with 57 additions and 0 deletions
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57
python/sglang/srt/layers/fused_moe/configs/E=8,N=4096,device_name=AMD_Instinct_MI300X,dtype=float8.json Normal file
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{
"8": {
"BLOCK_SIZE_M": 16,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 1,
"num_warps": 4,
"num_stages": 0,
"waves_per_eu": 1,
"matrix_instr_nonkdim": 16,
"kpack": 1
},
"16": {
"BLOCK_SIZE_M": 32,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 1,
"num_warps": 8,
"num_stages": 0,
"waves_per_eu": 2,
"matrix_instr_nonkdim": 16,
"kpack": 2
},
"32": {
"BLOCK_SIZE_M": 32,
"BLOCK_SIZE_N": 64,
"BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 1,
"num_warps": 8,
"num_stages": 0,
"waves_per_eu": 1,
"matrix_instr_nonkdim": 16,
"kpack": 2
},
"2048": {
"BLOCK_SIZE_M": 128,
"BLOCK_SIZE_N": 128,
"BLOCK_SIZE_K": 128,
"GROUP_SIZE_M": 1,
"num_warps": 8,
"num_stages": 0,
"waves_per_eu": 2,
"matrix_instr_nonkdim": 16,
"kpack": 2
},
"32768": {
"BLOCK_SIZE_M": 256,
"BLOCK_SIZE_N": 256,
"BLOCK_SIZE_K": 64,
"GROUP_SIZE_M": 1,
"num_warps": 8,
"num_stages": 0,
"waves_per_eu": 0,
"matrix_instr_nonkdim": 16,
"kpack": 1
}
}