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Description

Fuse applyPrequantScale into expandInputRowsKernelLauncher when using W4AFP8 on Hopper.

Test Coverage

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/bot [-h] ['run', 'kill', 'skip', 'reuse-pipeline'] ...

Provide a user friendly way for developers to interact with a Jenkins server.

Run /bot [-h|--help] to print this help message.

See details below for each supported subcommand.

run [--disable-fail-fast --skip-test --stage-list "A10-1, xxx" --gpu-type "A30, H100_PCIe" --add-multi-gpu-test --only-multi-gpu-test --disable-multi-gpu-test --post-merge --extra-stage "H100_PCIe-[Post-Merge]-1, xxx"]

Launch build/test pipelines. All previously running jobs will be killed.

--disable-fail-fast (OPTIONAL) : Disable fail fast on build/tests/infra failures.

--skip-test (OPTIONAL) : Skip all test stages, but still run build stages, package stages and sanity check stages. Note: Does NOT update GitHub check status.

--stage-list "A10-1, xxx" (OPTIONAL) : Only run the specified test stages. Examples: "A10-1, xxx". Note: Does NOT update GitHub check status.

--gpu-type "A30, H100_PCIe" (OPTIONAL) : Only run the test stages on the specified GPU types. Examples: "A30, H100_PCIe". Note: Does NOT update GitHub check status.

--only-multi-gpu-test (OPTIONAL) : Only run the multi-GPU tests. Note: Does NOT update GitHub check status.

--disable-multi-gpu-test (OPTIONAL) : Disable the multi-GPU tests. Note: Does NOT update GitHub check status.

--add-multi-gpu-test (OPTIONAL) : Force run the multi-GPU tests. Will also run L0 pre-merge pipeline.

--post-merge (OPTIONAL) : Run the L0 post-merge pipeline instead of the ordinary L0 pre-merge pipeline.

--extra-stage "H100_PCIe-[Post-Merge]-1, xxx" (OPTIONAL) : Run the ordinary L0 pre-merge pipeline and specified test stages. Examples: --extra-stage "H100_PCIe-[Post-Merge]-1, xxx".

For guidance on mapping tests to stage names, see docs/source/reference/ci-overview.md.

kill

kill

Kill all running builds associated with pull request.

skip

skip --comment COMMENT

Skip testing for latest commit on pull request. --comment "Reason for skipping build/test" is required. IMPORTANT NOTE: This is dangerous since lack of user care and validation can cause top of tree to break.

reuse-pipeline

reuse-pipeline

Reuse a previous pipeline to validate current commit. This action will also kill all currently running builds associated with the pull request. IMPORTANT NOTE: This is dangerous since lack of user care and validation can cause top of tree to break.

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/bot run

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PR_Github #10366 [ run ] triggered by Bot

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PR_Github #10366 [ run ] completed with state SUCCESS
/LLM/main/L0_MergeRequest_PR pipeline #7664 completed with status: 'FAILURE'

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/bot run

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PR_Github #10456 [ run ] triggered by Bot

@xiaoweiw-nv xiaoweiw-nv requested a review from Barry-Delaney July 1, 2025 09:45
@xiaoweiw-nv xiaoweiw-nv marked this pull request as ready for review July 1, 2025 09:45
@xiaoweiw-nv xiaoweiw-nv changed the title [Draft] feat: fuse w4a8 moe pre-quant scale on Hopper feat: fuse w4a8 moe pre-quant scale on Hopper Jul 1, 2025
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PR_Github #10456 [ run ] completed with state SUCCESS
/LLM/main/L0_MergeRequest_PR pipeline #7737 completed with status: 'SUCCESS'

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LGTM.
Left some minor regarding code comments.

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/bot run --skip-test

Signed-off-by: Xiaowei Wang <[email protected]>
Signed-off-by: Xiaowei Wang <[email protected]>
Signed-off-by: Xiaowei Wang <[email protected]>
@xiaoweiw-nv xiaoweiw-nv force-pushed the feat_w4a8_pre_quant_fuse branch from 7c01ff4 to ada4f63 Compare July 1, 2025 10:24
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PR_Github #10488 [ run ] triggered by Bot

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/bot reuse-pipeline

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PR_Github #10488 [ run ] completed with state FAILURE
/LLM/main/L0_MergeRequest_PR pipeline #7765 (Partly Tested) completed with status: 'FAILURE'

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/bot run

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PR_Github #10492 [ reuse-pipeline ] triggered by Bot

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PR_Github #10492 [ reuse-pipeline ] completed with state SUCCESS
Can't reuse PR_Github #10488 (Partly Tested) with status: FAILED

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PR_Github #10493 [ run ] triggered by Bot

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PR_Github #10493 [ run ] completed with state FAILURE
/LLM/main/L0_MergeRequest_PR pipeline #7768 completed with status: 'FAILURE'

Signed-off-by: Xiaowei Wang <[email protected]>
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/bot run

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PR_Github #10504 [ run ] triggered by Bot

@xiaoweiw-nv xiaoweiw-nv enabled auto-merge (squash) July 1, 2025 14:57
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PR_Github #10504 [ run ] completed with state SUCCESS
/LLM/main/L0_MergeRequest_PR pipeline #7777 completed with status: 'FAILURE'

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/bot run

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PR_Github #10546 [ run ] triggered by Bot

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PR_Github #10546 [ run ] completed with state SUCCESS
/LLM/main/L0_MergeRequest_PR pipeline #7807 completed with status: 'SUCCESS'

@xiaoweiw-nv xiaoweiw-nv merged commit 32dfdfb into NVIDIA:main Jul 2, 2025
3 checks passed
dominicshanshan pushed a commit to dominicshanshan/TensorRT-LLM that referenced this pull request Jul 9, 2025
dominicshanshan pushed a commit to dominicshanshan/TensorRT-LLM that referenced this pull request Jul 10, 2025
dominicshanshan pushed a commit to dominicshanshan/TensorRT-LLM that referenced this pull request Jul 10, 2025
dominicshanshan pushed a commit to dominicshanshan/TensorRT-LLM that referenced this pull request Jul 10, 2025
dominicshanshan pushed a commit to dominicshanshan/TensorRT-LLM that referenced this pull request Jul 10, 2025
dominicshanshan pushed a commit to dominicshanshan/TensorRT-LLM that referenced this pull request Jul 11, 2025
dominicshanshan pushed a commit to dominicshanshan/TensorRT-LLM that referenced this pull request Jul 11, 2025
dominicshanshan pushed a commit to dominicshanshan/TensorRT-LLM that referenced this pull request Jul 11, 2025
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3 participants