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[None][doc] Add acknowledgements in scaffolding tech blog by WeiHaocheng · Pull Request #7983 · NVIDIA/TensorRT-LLM · GitHub
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@WeiHaocheng WeiHaocheng commented Sep 25, 2025

Summary by CodeRabbit

  • Documentation
    • Updated blog post to replace all “Reference” sections with “Acknowledgements,” including a new acknowledgements paragraph and a formal reference entry.
    • Revised the table of contents to reflect heading changes.
    • Polished the Dynasor-CoT narrative (merged sentences, removed extraneous spacing) for readability.
    • Refined the final section to introduce and reference acknowledgements.
    • Ensured consistent heading terminology and formatting across the article.

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Please review the following before submitting your PR:

  • PR description clearly explains what and why. If using CodeRabbit's summary, please make sure it makes sense.

  • PR Follows TRT-LLM CODING GUIDELINES to the best of your knowledge.

  • Test cases are provided for new code paths (see test instructions)

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  • CODEOWNERS updated if ownership changes

  • Documentation updated as needed

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  • Please check this after reviewing the above items as appropriate for this PR.

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@WeiHaocheng WeiHaocheng self-assigned this Sep 25, 2025
@WeiHaocheng WeiHaocheng requested a review from a team as a code owner September 25, 2025 07:14
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📝 Walkthrough

Walkthrough

Replaced “Reference” headings and TOC entry with “Acknowledgements,” added acknowledgements text, and reintroduced a formal “Reference” block. Minor narrative tweak in Dynasor-CoT sentence to remove an extra space and merge sentences. No code or API changes.

Changes

Cohort / File(s) Summary
Docs: Blog acknowledgements and references update
docs/source/blogs/tech_blog/blog13_Inference_Time_Compute_Implementation_in_TensorRT-LLM.md
Renamed all “### Reference” headings to “### Acknowledgements,” updated TOC accordingly, added acknowledgements paragraph, and added/retained a formal reference section. Minor sentence formatting change in Dynasor-CoT narrative.

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~10 minutes

Pre-merge checks and finishing touches

❌ Failed checks (1 warning)
Check name Status Explanation Resolution
Description Check ⚠️ Warning The pull request description contains the required template headings but leaves the Description and Test Coverage sections empty and does not explicitly supply a PR title in the prescribed format, so it lacks the essential context and structure mandated by the repository template. Without a clear explanation of what was changed and why, and without listing relevant tests, reviewers cannot assess the intent or validation of the changes. This omission means the description fails to meet the repository’s standards. Please provide a PR title following the ticket and type template, fill in the Description section with a concise explanation of the changes and their rationale, and populate the Test Coverage section with the relevant test names or cases to ensure the description fully adheres to the required format and gives reviewers the necessary context.
✅ Passed checks (2 passed)
Check name Status Explanation
Docstring Coverage ✅ Passed No functions found in the changes. Docstring coverage check skipped.
Title Check ✅ Passed The title clearly and concisely summarizes the main change, which is adding acknowledgements to the scaffolding tech blog, and it avoids vague or overly broad wording. The bracketed “[doc]” prefix indicates documentation context without listing files or using emojis, and although the “[None]” placeholder could be removed, it does not obscure the primary intent.
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Actionable comments posted: 1

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Reviewing files that changed from the base of the PR and between 259cc66 and 3f7f1a7.

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  • docs/source/blogs/tech_blog/blog13_Inference_Time_Compute_Implementation_in_TensorRT-LLM.md (3 hunks)
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docs/source/blogs/tech_blog/blog13_Inference_Time_Compute_Implementation_in_TensorRT-LLM.md

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  • GitHub Check: Pre-commit Check

@WeiHaocheng WeiHaocheng force-pushed the user/fredw/scaffolding_tech_blog_small_fix branch 2 times, most recently from aa6c43e to 2ead6dd Compare September 25, 2025 07:25
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@WeiHaocheng WeiHaocheng force-pushed the user/fredw/scaffolding_tech_blog_small_fix branch from 2ead6dd to e565cc0 Compare September 25, 2025 08:03
@WeiHaocheng WeiHaocheng changed the title [None][doc]: add acknowledgements in scaffolding tech blog [None][doc]: Add acknowledgements in scaffolding tech blog Sep 25, 2025
@WeiHaocheng WeiHaocheng changed the title [None][doc]: Add acknowledgements in scaffolding tech blog [None][doc] Add acknowledgements in scaffolding tech blog Sep 25, 2025
@WeiHaocheng WeiHaocheng force-pushed the user/fredw/scaffolding_tech_blog_small_fix branch from e565cc0 to e0e2b7c Compare September 25, 2025 08:13
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@WeiHaocheng WeiHaocheng force-pushed the user/fredw/scaffolding_tech_blog_small_fix branch from e0e2b7c to 929cd1e Compare September 25, 2025 08:59
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@WeiHaocheng WeiHaocheng enabled auto-merge (squash) September 25, 2025 09:08
Signed-off-by: Fred Wei <20514172+WeiHaocheng@users.noreply.github.com>
@WeiHaocheng WeiHaocheng force-pushed the user/fredw/scaffolding_tech_blog_small_fix branch from 929cd1e to 5cf059d Compare September 25, 2025 09:08
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--stage-list "A10-PyTorch-1, xxx" (OPTIONAL) : Only run the specified test stages. Examples: "A10-PyTorch-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.

--test-backend "pytorch, cpp" (OPTIONAL) : Skip test stages which don't match the specified backends. Only support [pytorch, cpp, tensorrt, triton]. Examples: "pytorch, cpp" (does not run test stages with tensorrt or triton backend). Note: Does NOT update GitHub pipeline 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 in addition to running 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-TensorRT-Post-Merge-1, xxx" (OPTIONAL) : Run the ordinary L0 pre-merge pipeline and specified test stages. Examples: --extra-stage "H100_PCIe-TensorRT-Post-Merge-1, xxx".

--detailed-log (OPTIONAL) : Enable flushing out all logs to the Jenkins console. This will significantly increase the log volume and may slow down the job.

--debug (OPTIONAL) : Experimental feature. Enable access to the CI container for debugging purpose. Note: Specify exactly one stage in the stage-list parameter to access the appropriate container environment. Note: Does NOT update GitHub check status.

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.

@juney-nvidia
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/bot kill

@tensorrt-cicd
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PR_Github #19960 [ kill ] triggered by Bot

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PR_Github #19960 [ kill ] completed with state SUCCESS
Successfully killed previous jobs for commit 5cf059d

@juney-nvidia
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/bot skip -m "doc skip ci"

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GitHub Bot Help

/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 [--reuse-test (optional)pipeline-id --disable-fail-fast --skip-test --stage-list "A10-PyTorch-1, xxx" --gpu-type "A30, H100_PCIe" --test-backend "pytorch, cpp" --add-multi-gpu-test --only-multi-gpu-test --disable-multi-gpu-test --post-merge --extra-stage "H100_PCIe-TensorRT-Post-Merge-1, xxx" --detailed-log --debug(experimental)]

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

--reuse-test (optional)pipeline-id (OPTIONAL) : Allow the new pipeline to reuse build artifacts and skip successful test stages from a specified pipeline or the last pipeline if no pipeline-id is indicated. If the Git commit ID has changed, this option will be always ignored. The DEFAULT behavior of the bot is to reuse build artifacts and successful test results from the last pipeline.

--disable-reuse-test (OPTIONAL) : Explicitly prevent the pipeline from reusing build artifacts and skipping successful test stages from a previous pipeline. Ensure that all builds and tests are run regardless of previous successes.

--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-PyTorch-1, xxx" (OPTIONAL) : Only run the specified test stages. Examples: "A10-PyTorch-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.

--test-backend "pytorch, cpp" (OPTIONAL) : Skip test stages which don't match the specified backends. Only support [pytorch, cpp, tensorrt, triton]. Examples: "pytorch, cpp" (does not run test stages with tensorrt or triton backend). Note: Does NOT update GitHub pipeline 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 in addition to running 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-TensorRT-Post-Merge-1, xxx" (OPTIONAL) : Run the ordinary L0 pre-merge pipeline and specified test stages. Examples: --extra-stage "H100_PCIe-TensorRT-Post-Merge-1, xxx".

--detailed-log (OPTIONAL) : Enable flushing out all logs to the Jenkins console. This will significantly increase the log volume and may slow down the job.

--debug (OPTIONAL) : Experimental feature. Enable access to the CI container for debugging purpose. Note: Specify exactly one stage in the stage-list parameter to access the appropriate container environment. Note: Does NOT update GitHub check status.

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.

@juney-nvidia
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/bot skip --comment "doc skip ci"

@tensorrt-cicd
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PR_Github #19968 [ skip ] triggered by Bot

@tensorrt-cicd
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PR_Github #19968 [ skip ] completed with state SUCCESS
Skipping testing for commit 5cf059d

@WeiHaocheng WeiHaocheng merged commit 4b0570a into NVIDIA:main Sep 25, 2025
6 of 7 checks passed
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5 participants