Walkthrough

Adds first-class _autodeploy backend support to performance tests: extends PerfTestConfig with four autodeploy options, updates parsing and test naming, adjusts bench command generation to emit extra YAML options for autodeploy, and treats autodeploy like pytorch for build-skipping and metrics (no BUILD_TIME).

Changes

Sequence Diagram(s)

sequenceDiagram
  autonumber
  participant TR as Test Runner
  participant PC as PerfTestConfig
  participant BC as Bench Cmd Builder
  participant AD as Autodeploy Runtime
  participant MC as Metrics Collector

  TR->>PC: load_from_str(params incl. backend)
  PC-->>TR: PerfTestConfig (incl. autodeploy opts)

  TR->>BC: get_commands(config)
  alt backend == _autodeploy
    BC->>BC: skip build phase
    BC->>BC: write extra_llm_api_options.yaml (compile_backend, free_mem_ratio, runtime, skip_loading_weights)
    BC-->>TR: bench cmd with --backend=_autodeploy and --extra_llm_api_options
  else backend == pytorch
    BC->>BC: skip build phase
    BC-->>TR: bench cmd with --backend=pytorch
  else tensorrt engine
    BC->>BC: include --engine_dir
    BC-->>TR: bench cmd with --backend=tensorrt
  end

  TR->>AD: execute bench command
  AD-->>TR: runtime logs

  TR->>MC: parse logs
  alt backend in {pytorch, _autodeploy}
    MC->>MC: omit BUILD_TIME metric
  else
    MC->>MC: include BUILD_TIME metric
  end
  MC-->>TR: metrics

Estimated code review effort

🎯 3 (Moderate) | ⏱️ ~20 minutes

Suggested reviewers

• litaotju
• yilin-void
• zbpatel
• StanleySun639

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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.