TorchBench A100 bisection #7
Workflow file for this run
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| name: TorchBench A100 bisection | ||
| on: | ||
| workflow_dispatch: | ||
| inputs: | ||
| start_commit: | ||
| description: "Start PyTorch commit hash" | ||
| required: true | ||
| end_commit: | ||
| description: "End PyTorch commit hash" | ||
| required: true | ||
| userbenchmark: | ||
| description: "Userbenchmark name" | ||
| required: true | ||
| userbenchmark_args: | ||
| description: "Userbenchmark arguments" | ||
| required: true | ||
| jobs: | ||
| bisection: | ||
| environment: docker-s3-upload | ||
| env: | ||
| BASE_CONDA_ENV: "torchbench" | ||
| CONDA_ENV: "bisection-ci-a100" | ||
| PLATFORM_NAME: "gcp_a100" | ||
| SETUP_SCRIPT: "/workspace/setup_instance.sh" | ||
| BISECT_WORKDIR: ".userbenchmark/${{ github.event.inputs.userbenchmark }}/bisection" | ||
| AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID } | ||
|
Check failure on line 27 in .github/workflows/userbenchmark-a100-bisection.yml
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| AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | ||
| HUGGING_FACE_HUB_TOKEN: ${{ secrets.HUGGING_FACE_HUB_TOKEN }} | ||
| if: ${{ github.repository_owner == 'pytorch' }} | ||
| runs-on: [self-hosted, a100-runner] | ||
| timeout-minutes: 2880 # 48 hours | ||
| steps: | ||
| - name: Checkout | ||
| uses: actions/checkout@v3 | ||
| with: | ||
| path: benchmark | ||
| - name: Checkout pytorch | ||
| uses: actions/checkout@v3 | ||
| with: | ||
| repository: pytorch/pytorch | ||
| path: srcs/pytorch | ||
| fetch-depth: 0 | ||
| - name: Checkout torchvision | ||
| uses: actions/checkout@v3 | ||
| with: | ||
| repository: pytorch/vision | ||
| path: srcs/vision | ||
| fetch-depth: 0 | ||
| - name: Checkout torchaudio | ||
| uses: actions/checkout@v3 | ||
| with: | ||
| repository: pytorch/audio | ||
| path: srcs/audio | ||
| fetch-depth: 0 | ||
| - name: Tune Nvidia GPU | ||
| run: | | ||
| sudo nvidia-smi -pm 1 | ||
| sudo nvidia-smi -ac 1215,1410 | ||
| nvidia-smi | ||
| - name: Install Deps | ||
| run: | | ||
| sudo apt-get -y update && sudo apt -y update | ||
| - name: Setup conda env | ||
| run: | | ||
| CONDA_ENV=${BASE_CONDA_ENV} . "${SETUP_SCRIPT}" | ||
| cd benchmark | ||
| mkdir -p "${BISECT_WORKDIR}" | ||
| PYTORCH_GIT_HASH=$(python -c 'import torch; print(torch.version.git_version)') | ||
| python run_benchmark.py ${{ github.event.inputs.userbenchmark }} ${{ github.event.inputs.userbenchmark_args }} --dryrun \ | ||
| --output "${BISECT_WORKDIR}/metrics-control.json" | ||
| sed -i "s/${PYTORCH_GIT_HASH}/${{ github.event.inputs.start_commit }}/g" "${BISECT_WORKDIR}/metrics-control.json" | ||
| python run_benchmark.py ${{ github.event.inputs.userbenchmark }} ${{ github.event.inputs.userbenchmark_args }} --dryrun \ | ||
| --output "${BISECT_WORKDIR}/metrics-treatment.json" | ||
| sed -i "s/${PYTORCH_GIT_HASH}/${{ github.event.inputs.end_commit }}/g" "${BISECT_WORKDIR}/metrics-treatment.json" | ||
| python regression_detector.py \ | ||
| --control "${BISECT_WORKDIR}/metrics-control.json" --treatment "${BISECT_WORKDIR}/metrics-treatment.json" \ | ||
| --output "${BISECT_WORKDIR}/regression-gh${GITHUB_RUN_ID}.yaml" | ||
| python ./utils/python_utils.py --create-conda-env "${CONDA_ENV}" | ||
| - name: Setup bisection environment | ||
| run: | | ||
| . "${SETUP_SCRIPT}"; cd benchmark | ||
| python utils/cuda_utils.py --install-torch-build-deps | ||
| python utils/cuda_utils.py --install-torchbench-deps | ||
| - name: Bisection | ||
| run: | | ||
| . "${SETUP_SCRIPT}"; cd benchmark | ||
| python bisection.py --work-dir "${BISECT_WORKDIR}" --torch-repos-path "${PWD}/../srcs" \ | ||
| --torchbench-repo-path "${PWD}" --config "${BISECT_WORKDIR}/regression-gh${GITHUB_RUN_ID}.yaml" \ | ||
| --output "${BISECT_WORKDIR}/bisect-output-gh${GITHUB_RUN_ID}.json" | ||
| cp -r "${BISECT_WORKDIR}" ../bisection-result | ||
| - name: Upload artifact | ||
| if: always() | ||
| uses: actions/upload-artifact@v3 | ||
| with: | ||
| name: Bisection result | ||
| path: bisection-result/ | ||
| - name: Clean up Conda env | ||
| if: always() | ||
| run: | | ||
| . "${SETUP_SCRIPT}" | ||
| conda deactivate && conda deactivate | ||
| conda remove -n "${CONDA_ENV}" --all | ||
