Update doc and code to run quantized model #887
Workflow file for this run
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| name: pull | |
| on: | |
| pull_request: | |
| push: | |
| branches: | |
| - main | |
| workflow_dispatch: | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.sha }}-${{ github.event_name == 'workflow_dispatch' }}-${{ github.event_name == 'schedule' }} | |
| cancel-in-progress: true | |
| jobs: | |
| gather-models: | |
| runs-on: ubuntu-22.04 | |
| outputs: | |
| models: ${{ steps.gather-models.outputs.models }} | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - uses: actions/setup-python@v4 | |
| with: | |
| python-version: '3.10' | |
| cache: pip | |
| - name: Extract the list of models to test | |
| id: gather-models | |
| run: | | |
| set -eux | |
| source .ci/scripts/utils.sh | |
| # This is a simple Python script but as it tries to import executorch.examples.models, | |
| # it requires a whole bunch of Executorch dependencies on the Docker image | |
| install_pip_dependencies | |
| install_executorch | |
| PYTHONPATH="${PWD}" python .ci/scripts/gather_test_models.py | |
| test-models-linux: | |
| name: test-models-linux | |
| uses: pytorch/test-infra/.github/workflows/linux_job.yml@main | |
| needs: gather-models | |
| strategy: | |
| matrix: ${{ fromJSON(needs.gather-models.outputs.models) }} | |
| fail-fast: false | |
| with: | |
| runner: linux.2xlarge | |
| docker-image: executorch-ubuntu-22.04-clang12 | |
| submodules: 'true' | |
| ref: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.sha }} | |
| script: | | |
| PYTHON_VERSION=3.10 | |
| # TODO: Figure out why /opt/conda/envs/py_$PYTHON_VERSION/bin is not in the path | |
| # here, as it's there in the container | |
| export PATH="/opt/conda/envs/py_${PYTHON_VERSION}/bin:${PATH}" | |
| MODEL_NAME=${{ matrix.model }} | |
| BUILD_TOOL=${{ matrix.build-tool }} | |
| QUANTIZATION=${{ matrix.quantization }} | |
| XNNPACK_DELEGATION=${{ matrix.xnnpack_delegation }} | |
| PYTHON_EXECUTABLE=python bash .ci/scripts/setup-linux.sh "${BUILD_TOOL}" | |
| # Build and test Executorch | |
| PYTHON_EXECUTABLE=python bash .ci/scripts/test.sh "${MODEL_NAME}" "${BUILD_TOOL}" "${QUANTIZATION}" "${XNNPACK_DELEGATION}" | |
| test-models-macos: | |
| name: test-models-macos | |
| uses: pytorch/test-infra/.github/workflows/macos_job.yml@main | |
| needs: gather-models | |
| strategy: | |
| matrix: ${{ fromJSON(needs.gather-models.outputs.models) }} | |
| fail-fast: false | |
| with: | |
| runner: macos-m1-12 | |
| submodules: 'true' | |
| ref: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.sha }} | |
| script: | | |
| WORKSPACE=$(pwd) | |
| pushd "${WORKSPACE}/pytorch/executorch" | |
| MODEL_NAME=${{ matrix.model }} | |
| BUILD_TOOL=${{ matrix.build-tool }} | |
| QUANTIZATION=${{ matrix.quantization }} | |
| XNNPACK_DELEGATION=${{ matrix.xnnpack_delegation }} | |
| # Setup MacOS dependencies as there is no Docker support on MacOS atm | |
| PYTHON_EXECUTABLE=python bash .ci/scripts/setup-macos.sh "${BUILD_TOOL}" | |
| # Build and test Executorch | |
| PYTHON_EXECUTABLE=python bash .ci/scripts/test.sh "${MODEL_NAME}" "${BUILD_TOOL}" "${QUANTIZATION}" "${XNNPACK_DELEGATION}" | |
| popd | |
| test-custom-ops-linux: | |
| name: test-custom-ops-linux | |
| uses: pytorch/test-infra/.github/workflows/linux_job.yml@main | |
| strategy: | |
| matrix: | |
| include: | |
| - build-tool: buck2 | |
| - build-tool: cmake | |
| fail-fast: false | |
| with: | |
| runner: linux.2xlarge | |
| docker-image: executorch-ubuntu-22.04-clang12 | |
| submodules: 'true' | |
| ref: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.sha }} | |
| script: | | |
| PYTHON_VERSION=3.10 | |
| # TODO: Figure out why /opt/conda/envs/py_$PYTHON_VERSION/bin is not in the path | |
| # here, as it's there in the container | |
| export PATH="/opt/conda/envs/py_${PYTHON_VERSION}/bin:${PATH}" | |
| BUILD_TOOL=${{ matrix.build-tool }} | |
| PYTHON_EXECUTABLE=python bash .ci/scripts/setup-linux.sh "${BUILD_TOOL}" | |
| # Test custom ops | |
| PYTHON_EXECUTABLE=python bash examples/custom_ops/test_custom_ops.sh "${BUILD_TOOL}" | |
| test-custom-ops-macos: | |
| name: test-custom-ops-macos | |
| uses: pytorch/test-infra/.github/workflows/macos_job.yml@main | |
| strategy: | |
| matrix: | |
| include: | |
| - build-tool: buck2 | |
| - build-tool: cmake | |
| fail-fast: false | |
| with: | |
| runner: macos-m1-12 | |
| submodules: 'true' | |
| ref: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.sha }} | |
| script: | | |
| WORKSPACE=$(pwd) | |
| pushd "${WORKSPACE}/pytorch/executorch" | |
| BUILD_TOOL=${{ matrix.build-tool }} | |
| # Setup MacOS dependencies as there is no Docker support on MacOS atm | |
| PYTHON_EXECUTABLE=python bash .ci/scripts/setup-macos.sh "${BUILD_TOOL}" | |
| # Build and test custom ops | |
| PYTHON_EXECUTABLE=python bash examples/custom_ops/test_custom_ops.sh "${BUILD_TOOL}" | |
| popd | |
| test-selective-build-linux: | |
| name: test-selective-build-linux | |
| uses: pytorch/test-infra/.github/workflows/linux_job.yml@main | |
| strategy: | |
| matrix: | |
| include: | |
| - build-tool: buck2 | |
| # - build-tool: cmake (TODO) | |
| fail-fast: false | |
| with: | |
| runner: linux.2xlarge | |
| docker-image: executorch-ubuntu-22.04-clang12 | |
| submodules: 'true' | |
| ref: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.sha }} | |
| script: | | |
| PYTHON_VERSION=3.10 | |
| # TODO: Figure out why /opt/conda/envs/py_$PYTHON_VERSION/bin is not in the path | |
| # here, as it's there in the container | |
| export PATH="/opt/conda/envs/py_${PYTHON_VERSION}/bin:${PATH}" | |
| BUILD_TOOL=${{ matrix.build-tool }} | |
| PYTHON_EXECUTABLE=python bash .ci/scripts/setup-linux.sh "${BUILD_TOOL}" | |
| # Test selective build | |
| PYTHON_EXECUTABLE=python bash examples/selective_build/test_selective_build.sh "${BUILD_TOOL}" | |
| test-selective-build-macos: | |
| name: test-selective-build-macos | |
| uses: pytorch/test-infra/.github/workflows/macos_job.yml@main | |
| strategy: | |
| matrix: | |
| include: | |
| - build-tool: buck2 | |
| # - build-tool: cmake (TODO) | |
| fail-fast: false | |
| with: | |
| runner: macos-m1-12 | |
| submodules: 'true' | |
| ref: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.sha }} | |
| script: | | |
| WORKSPACE=$(pwd) | |
| pushd "${WORKSPACE}/pytorch/executorch" | |
| BUILD_TOOL=${{ matrix.build-tool }} | |
| # Setup MacOS dependencies as there is no Docker support on MacOS atm | |
| PYTHON_EXECUTABLE=python bash .ci/scripts/setup-macos.sh "${BUILD_TOOL}" | |
| # Build and test selective build | |
| PYTHON_EXECUTABLE=python bash examples/selective_build/test_selective_build.sh "${BUILD_TOOL}" | |
| popd |