Regression Tests #106
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| name: Regression Tests | |
| on: | |
| schedule: | |
| # Runs at midnight every day | |
| - cron: '0 0 * * *' | |
| concurrency: | |
| group: regression-test-${{ github.workflow }}-${{ github.ref == 'refs/heads/main' && github.run_number || github.ref }} | |
| cancel-in-progress: true | |
| permissions: | |
| id-token: write | |
| contents: read | |
| defaults: | |
| run: | |
| shell: bash -l -eo pipefail {0} | |
| jobs: | |
| regression_test: | |
| if: github.repository_owner == 'pytorch' | |
| runs-on: linux.g5.12xlarge.nvidia.gpu | |
| strategy: | |
| matrix: | |
| python-version: ['3.11'] | |
| torch-version: ["stable", "nightly"] | |
| fail-fast: false | |
| env: | |
| PYTORCH_CUDA_ALLOC_CONF: expandable_segments:True | |
| steps: | |
| - name: Check out repo | |
| uses: actions/checkout@v3 | |
| - name: Setup conda env | |
| uses: conda-incubator/setup-miniconda@v2 | |
| with: | |
| auto-update-conda: true | |
| miniconda-version: "latest" | |
| activate-environment: test | |
| python-version: ${{ matrix.python-version }} | |
| - name: Update pip | |
| run: python -m pip install --upgrade pip | |
| - name: configure aws credentials | |
| id: aws_creds | |
| uses: aws-actions/[email protected] | |
| with: | |
| role-to-assume: arn:aws:iam::308535385114:role/gha_workflow_torchtune_pytorch-multimodal | |
| aws-region: us-east-1 | |
| - name: Install S3 CLI | |
| run: | | |
| python3 -m pip install awscli==1.32.6 | |
| - name: Install torch nightly | |
| if: ${{ matrix.torch-version == 'nightly' }} | |
| run: python -m pip install --pre torch torchvision torchao --index-url https://download.pytorch.org/whl/nightly/cu118 | |
| - name: Install torch stable | |
| if: ${{ matrix.torch-version == 'stable' }} | |
| run: python -m pip install torch torchvision torchao | |
| - name: Install remaining dependencies | |
| run: | | |
| python -m pip install -e ".[dev]" | |
| python -m pip install lm-eval==0.4.5 | |
| - name: Run regression tests with coverage | |
| run: pytest tests -m slow_integration_test --silence-s3-logs --cov=. --cov-report=xml --durations=20 -vv | |
| - name: Upload Coverage to Codecov | |
| uses: codecov/codecov-action@v3 |