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regression_test.yaml
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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:
runs-on: linux.g5.12xlarge.nvidia.gpu
strategy:
matrix:
python-version: ['3.11']
torch-version: ["stable", "nightly"]
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 --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
- name: Install remaining dependencies
run: |
python -m pip install -e ".[dev]"
python -m pip install lm-eval==0.4.*
- 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