Support layerwise quantization #5201
Workflow file for this run
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| name: OpenVINO - Test | |
| on: | |
| push: | |
| branches: | |
| - main | |
| - v*-release | |
| pull_request: | |
| branches: | |
| - main | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }} | |
| cancel-in-progress: true | |
| jobs: | |
| build: | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| test-pattern: | |
| [ | |
| "*modeling*", | |
| "*diffusion*", | |
| "*quantization*", | |
| "*training*", | |
| "*export*", | |
| ] | |
| transformers-version: ["4.36.0", "latest"] | |
| runs-on: ubuntu-22.04 | |
| steps: | |
| - name: Checkout code | |
| uses: actions/checkout@v4 | |
| - name: Setup Python | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: 3.9 | |
| - name: Install dependencies | |
| run: | | |
| pip install --upgrade pip | |
| pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu | |
| pip install .[openvino,openvino-tokenizers,diffusers,tests] transformers[testing] | |
| - if: ${{ matrix.transformers-version != 'latest' }} | |
| name: Downgrade Transformers and Accelerate | |
| run: | | |
| pip install transformers==${{ matrix.transformers-version }} accelerate==0.* | |
| - if: ${{ matrix.test-pattern == '*modeling*' }} | |
| name: Uninstall NNCF | |
| run: | | |
| pip uninstall -y nncf | |
| - name: Test with Pytest | |
| run: | | |
| pytest tests/openvino/${{ matrix.test-pattern }} --durations=0 | |
| env: | |
| HF_HUB_READ_TOKEN: ${{ secrets.HF_HUB_READ_TOKEN }} | |
| - if: ${{ matrix.test-pattern == '*modeling*' }} | |
| name: Install dependencies (nightly) | |
| run: | | |
| pip install --upgrade --pre openvino openvino-tokenizers --extra-index-url https://storage.openvinotoolkit.org/simple/wheels/nightly | |
| - if: ${{ matrix.test-pattern == '*modeling*' }} | |
| name: Test with Pytest (nightly) | |
| run: | | |
| pytest tests/openvino/test_modeling_basic.py --durations=0 |