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This PR sets the CUDA graph max batch size and padding since we've seen that are needed in order to help activate graphs when the Pytorch flow runs. The change still allows a user to override the configuration with one of their own config via --extra_llm_api_options.

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Signed-off-by: Frank Di Natale <[email protected]>
Signed-off-by: Frank Di Natale <[email protected]>
@FrankD412 FrankD412 requested a review from kaiyux April 25, 2025 20:24
@juney-nvidia juney-nvidia changed the title Draft: [TRTLLM-4717][perf] Set CUDA graph max batch size and padding in throughput benchmark. Draft: perf: [TRTLLM-4717][perf] Set CUDA graph max batch size and padding in throughput benchmark. Apr 26, 2025
@FrankD412 FrankD412 self-assigned this Apr 28, 2025
@FrankD412 FrankD412 requested review from QiJune and hchings April 28, 2025 18:34
@FrankD412 FrankD412 changed the title Draft: perf: [TRTLLM-4717][perf] Set CUDA graph max batch size and padding in throughput benchmark. perf: [TRTLLM-4717][perf] Set CUDA graph max batch size and padding in throughput benchmark. Apr 28, 2025
@FrankD412 FrankD412 changed the title perf: [TRTLLM-4717][perf] Set CUDA graph max batch size and padding in throughput benchmark. [TRTLLM-4717][perf] Set CUDA graph max batch size and padding in throughput benchmark. Apr 29, 2025
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LGTM

@Superjomn Superjomn enabled auto-merge (squash) May 6, 2025 00:02
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/bot run

@FrankD412 FrankD412 changed the title [TRTLLM-4717][perf] Set CUDA graph max batch size and padding in throughput benchmark. perf: [TRTLLM-4717][perf] Set CUDA graph max batch size and padding in throughput benchmark. May 7, 2025
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PR_Github #4420 [ run ] triggered by Bot

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PR_Github #4420 [ run ] completed with state SUCCESS
/LLM/main/L0_MergeRequest_PR pipeline #3182 completed with status: 'FAILURE'

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/bot run

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PR_Github #4607 [ run ] triggered by Bot

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PR_Github #4607 [ run ] completed with state SUCCESS
/LLM/main/L0_MergeRequest_PR pipeline #3320 completed with status: 'FAILURE'

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kaiyux commented May 9, 2025

/bot run

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kaiyux commented May 9, 2025

/bot run

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PR_Github #4706 [ run ] triggered by Bot

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PR_Github #4706 [ run ] completed with state SUCCESS
/LLM/main/L0_MergeRequest_PR pipeline #3394 completed with status: 'SUCCESS'

@Superjomn Superjomn merged commit 0dcf47f into NVIDIA:main May 9, 2025
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@FrankD412 FrankD412 deleted the trtllm-bench/cuda_padding_max_batch_size branch May 9, 2025 17:03
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4 participants