[GH-ISSUE #279] [v3.2] deep_gemm::fp8_mqa_logits performs poorly on the H200 #142

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opened 2026-10-26 21:13:37 +00:00 by bsakaguchi · 3 comments
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Originally created by @thqq479 on GitHub (Jan 16, 2026).
Original GitHub issue: https://github.com/deepseek-ai/DeepGEMM/issues/279

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Originally created by @thqq479 on GitHub (Jan 16, 2026). Original GitHub issue: https://github.com/deepseek-ai/DeepGEMM/issues/279 <img width="1538" height="824" alt="Image" src="https://github.com/user-attachments/assets/53731e4c-e26d-4a14-9ed0-640c19fbd75f" />
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@thqq479 commented on GitHub (Jan 16, 2026):

env : python3.10 cuda12.4 deep_gemm=2.1.1.post3

server : python -m sglang.launch_server --disable-overlap-schedule --model-path "$MODEL_PATH" --port "$PORT" --schedule-conservativeness 0.2 --tp 8 --chunked-prefill-size 8192 --mem-fraction-static 0 .83 --tool-call-parser deepseekv32 --reasoning-parser deepseek-v3 --decode-log-interval 1 --disable-radix-cache

client : python3 -m sglang.bench_serving --backend sglang --dataset-name random-ids --num-prompts 1 --random-input 64000 --random-output 100 --random-range-ratio 0.9 --model /DeepSeek-V3.2 --max-concurrency 1 --host 127.0.0.1 --port 30000 --request-rate 1 --profier

<!-- gh-comment-id:3758521193 --> @thqq479 commented on GitHub (Jan 16, 2026): **env** : python3.10 cuda12.4 deep_gemm=2.1.1.post3 **server** : python -m sglang.launch_server --disable-overlap-schedule --model-path "$MODEL_PATH" --port "$PORT" --schedule-conservativeness 0.2 --tp 8 --chunked-prefill-size 8192 --mem-fraction-static 0 .83 --tool-call-parser deepseekv32 --reasoning-parser deepseek-v3 --decode-log-interval 1 --disable-radix-cache **client** : python3 -m sglang.bench_serving --backend sglang --dataset-name random-ids --num-prompts 1 --random-input 64000 --random-output 100 --random-range-ratio 0.9 --model /DeepSeek-V3.2 --max-concurrency 1 --host 127.0.0.1 --port 30000 --request-rate 1 --profier
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@thqq479 commented on GitHub (Jan 16, 2026):

The performance of sglang running v3.2 is significantly worse than v3.1. Profiler analysis shows that the fp8_mqa_logits() function accounts for half of the total attention time, which is not what we expected, right? @LyricZhao

<!-- gh-comment-id:3758526279 --> @thqq479 commented on GitHub (Jan 16, 2026): The performance of sglang running v3.2 is significantly worse than v3.1. Profiler analysis shows that the fp8_mqa_logits() function accounts for half of the total attention time, which is not what we expected, right? @LyricZhao
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@thqq479 commented on GitHub (Jan 16, 2026):

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<!-- gh-comment-id:3758552824 --> @thqq479 commented on GitHub (Jan 16, 2026): <img width="1511" height="762" alt="Image" src="https://github.com/user-attachments/assets/072dbe14-eb96-408b-98f4-e7bcf788dfb6" />
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deepseek-ai/DeepGEMM#142
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