Regression Tests #290
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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/configure-aws-credentials@v1.7.0 | |
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 |