TorchBench A100 bisection #8
Workflow file for this run
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| 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 }} | |
| 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 |