[converter] int16 dynamic quantized lstm #1048
Workflow file for this run
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| name: Unit tests | |
| on: | |
| push: | |
| branches: | |
| - main | |
| pull_request: | |
| branches: | |
| - main | |
| jobs: | |
| unit-test: | |
| name: Unit tests for ${{ matrix.os }}, PyTorch ${{ matrix.vers.pt_ver }} | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| os: ["ubuntu-latest", "macos-13", "windows-latest"] | |
| vers: [ {pt_ver: "1.6.0", tv_ver: "0.7.0"}, {pt_ver: "latest", tv_ver: "latest"} ] | |
| include: | |
| - os: macos-latest | |
| vers: | |
| pt_ver: latest | |
| tv_ver: latest | |
| defaults: | |
| run: | |
| shell: bash -l {0} | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - uses: conda-incubator/setup-miniconda@v3 | |
| with: | |
| auto-update-conda: true | |
| python-version: 3.8 | |
| - name: Install PyTorch | |
| env: | |
| PYTORCH_VER: ${{ matrix.vers.pt_ver }} | |
| TORCHVISION_VER: ${{ matrix.vers.tv_ver }} | |
| run: | | |
| if [ "$RUNNER_OS" == "macOS" ]; then | |
| if [[ "$TORCHVISION_VER" == "latest" && "$PYTORCH_VER" == "latest" ]]; then | |
| conda install pytorch::pytorch torchvision -c pytorch | |
| elif [[ "$TORCHVISION_VER" == "0.9."* || "$TORCHVISION_VER" == "0.10."* ]]; then | |
| conda install pytorch=$PYTORCH_VER torchvision=$TORCHVISION_VER pillow=6 -c pytorch | |
| else | |
| conda install pytorch=$PYTORCH_VER torchvision=$TORCHVISION_VER -c pytorch | |
| fi | |
| elif [ "$RUNNER_OS" == "Windows" ]; then | |
| if [[ "$TORCHVISION_VER" == "latest" && "$PYTORCH_VER" == "latest" ]]; then | |
| conda install pytorch torchvision cpuonly pillow=6 -c pytorch | |
| elif [[ "$TORCHVISION_VER" == "0.9."* || "$TORCHVISION_VER" == "0.10."* ]]; then | |
| conda install pillow=6 -c conda-forge | |
| conda install pytorch=$PYTORCH_VER torchvision=$TORCHVISION_VER cpuonly -c pytorch | |
| else | |
| conda install pytorch=$PYTORCH_VER torchvision=$TORCHVISION_VER cpuonly pillow=6 -c pytorch | |
| fi | |
| else | |
| if [[ "$TORCHVISION_VER" == "latest" && "$PYTORCH_VER" == "latest" ]]; then | |
| conda install pytorch torchvision cpuonly -c pytorch | |
| else | |
| conda install pytorch=$PYTORCH_VER torchvision=$TORCHVISION_VER cpuonly -c pytorch | |
| fi | |
| fi | |
| - name: Install TinyNeuralNetwork | |
| run: pip install . | |
| - name: Install test dependencies | |
| env: | |
| PYTORCH_VER: ${{ matrix.vers.pt_ver }} | |
| TORCHVISION_VER: ${{ matrix.vers.tv_ver }} | |
| run: | | |
| if [[ "$RUNNER_OS" == "Linux" && "$TORCHVISION_VER" == "latest" && "$PYTORCH_VER" == "latest" ]]; then | |
| pip install black 'ruff<0.0.234' 'tensorflow<2.12' scipy interval | |
| else | |
| pip install black 'ruff<0.0.234' tensorflow scipy interval | |
| fi | |
| - name: Lint checks | |
| run: python -m ruff . | |
| - name: Style checks | |
| run: python -m black . | |
| - name: Run unit tests | |
| run: | | |
| cd tests | |
| python import_test.py -v | |
| python converter_op_test.py -v | |
| python converter_optimizer_test.py -v | |
| python quantizer_test.py -v | |
| python modifier_prune_test.py -v | |
| python modifier_test.py -v | |
| python cross_layer_equalization_test.py -v | |
| - name: Run integration tests | |
| run: | | |
| source activate.sh | |
| cd tests | |
| rm -rf out || true | |
| python converter_test.py -v -k mobilenet | |
| if [ "$RUNNER_OS" != "Windows" ]; then | |
| rm -rf out || true | |
| python converter_qat_test.py -v -k mobilenet | |
| fi | |
| rm -rf out || true | |
| python tracer_test.py -v -k mobilenet | |
| misc-check: | |
| name: Misc checks | |
| runs-on: ubuntu-latest | |
| defaults: | |
| run: | |
| shell: bash -l {0} | |
| steps: | |
| - uses: actions/checkout@v2 | |
| - uses: conda-incubator/setup-miniconda@v2 | |
| with: | |
| auto-update-conda: true | |
| python-version: 3.8 | |
| - name: Install PyTorch | |
| run: conda install pytorch torchvision cpuonly -c pytorch | |
| - name: Install TinyNeuralNetwork | |
| run: pip install . | |
| - name: Check op matrix | |
| run: | | |
| python scripts/gen_op_docs.py | |
| if [[ $(git diff --stat) != '' ]]; then | |
| echo "OP matrix is not updated. Please run python scripts/gen_op_docs.py and update your commit" | |
| echo "Differences:" | |
| git --no-pager diff | |
| exit 1 | |
| fi | |
| - name: Check quantization support | |
| run: | | |
| python scripts/gen_quantized_docs.py | |
| if [[ $(git diff --stat) != '' ]]; then | |
| echo "Quantization support doc is not updated. Please run python scripts/gen_quantized_docs.py and update your commit" | |
| echo "Differences:" | |
| git --no-pager diff | |
| exit 1 | |
| fi |