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[Kernel] Tune Qwen2MoE kernel configurations with tp2,4 (#5497)
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Tune Qwen2-57B-A14B configs based on #4921

Throughput Performance
command: python benchmarks/benchmark_throughput.py --model=Qwen/Qwen2-57B-A14B-Instruct --input-len 1000 --output-len 50 -tp 2

A100 GPU

benchmark	no config	w/ PR
tp=2	10.53 requests/s, 11058.17 tokens/s	12.47 requests/s, 13088.57 tokens/s
tp=4	17.77 requests/s, 18662.95 tokens/s	20.20 requests/s, 21212.32 tokens/s
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@wenyujin333
wenyujin333 authored Jun 13, 2024
1 parent 23ec72f commit bd43973
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146 changes: 146 additions & 0 deletions ...odel_executor/layers/fused_moe/configs/E=64,N=1280,device_name=NVIDIA_A100-SXM4-80GB.json
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{
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146 changes: 146 additions & 0 deletions ...odel_executor/layers/fused_moe/configs/E=64,N=1280,device_name=NVIDIA_H100_80GB_HBM3.json
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Original file line number Diff line number Diff line change
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{
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}
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