Add example with tensor arena in external memory #894
Workflow file for this run
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| name: xmos-ai-tools-build-and-test | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| version: | |
| description: "Provide a valid branch or commit hash" | |
| required: true | |
| pull_request: | |
| # Save the tag version in an environment variable | |
| # The pretend version is used for the wheel as the | |
| # tag version might be a branch name or commit hash | |
| env: | |
| TAG_VERSION: ${{ github.event.inputs.version }} | |
| PRETEND_VERSION: 0.1.1 | |
| BAZEL_CACHE_URL: https://storage.googleapis.com/bazel_remote_cache_0/gh_actions | |
| jobs: | |
| macos-release-wheel: | |
| name: Build and test release wheels for macOS | |
| runs-on: macos-13 | |
| strategy: | |
| matrix: | |
| python-version: [3.9] | |
| fail-fast: false | |
| steps: | |
| - uses: actions/checkout@v4 | |
| with: | |
| submodules: recursive | |
| fetch-depth: 0 | |
| ref: ${{ env.TAG_VERSION }} | |
| - uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| cache: 'pip' | |
| - uses: google-github-actions/auth@v2 | |
| continue-on-error: true | |
| with: | |
| create_credentials_file: true | |
| credentials_json: ${{ secrets.BAZEL_REMOTE_CACHE_JSON_KEY }} | |
| - name: Build setup | |
| env: | |
| SETUPTOOLS_SCM_PRETEND_VERSION: ${{ env.PRETEND_VERSION }} | |
| shell: bash | |
| run: | | |
| python --version | |
| python -m pip install wheel setuptools setuptools-scm numpy six | |
| cd $GITHUB_WORKSPACE/third_party/lib_tflite_micro | |
| make patch | |
| cd $GITHUB_WORKSPACE/python/xmos_ai_tools/xinterpreters | |
| mkdir -p build | |
| cd build | |
| cmake .. | |
| cmake --build . -t install --parallel 3 --config Release | |
| - name: Build xformer | |
| shell: bash | |
| run: | | |
| cd $GITHUB_WORKSPACE/xformer | |
| if [[ -n $GOOGLE_APPLICATION_CREDENTIALS ]]; then | |
| echo "using Google Cloud Storage cache" | |
| echo -e 'build --remote_cache=${{ env.BAZEL_CACHE_URL }}/${{ runner.os }}-${{ runner.arch }}-python${{ matrix.python-version }}' >> .bazelrc.user | |
| echo -e 'build --remote_upload_local_results=true --experimental_remote_cache_compression' >> .bazelrc.user | |
| echo -e 'build --google_default_credentials' >> .bazelrc.user | |
| fi | |
| bazelisk build //:xcore-opt --verbose_failures --copt=-fvisibility=hidden --copt=-mavx --copt=-mmacosx-version-min=10.13 --linkopt=-mmacosx-version-min=10.13 --linkopt=-dead_strip --distinct_host_configuration=false --//:disable_version_check | |
| - name: Build macOS wheels | |
| env: | |
| SETUPTOOLS_SCM_PRETEND_VERSION: ${{ env.PRETEND_VERSION }} | |
| shell: bash | |
| run: | | |
| cd $GITHUB_WORKSPACE/python | |
| python setup.py bdist_wheel --plat macosx_10_9_x86_64 | |
| - name: Test macOS wheels | |
| run: | | |
| pip install -r ./requirements.txt | |
| cd python/dist | |
| pip install * | |
| cd ../.. | |
| pytest integration_tests/runner.py --models_path integration_tests/models/8x8 -n 3 --reruns 5 --reruns-delay 1 | |
| pytest integration_tests/runner.py --models_path integration_tests/models/16x8 -n 3 --reruns 5 --reruns-delay 1 | |
| pytest integration_tests/runner.py --models_path integration_tests/models/float32 -n 3 --reruns 5 --reruns-delay 1 | |
| manylinux-release-wheel: | |
| name: Build and test release wheels for manylinux2014 | |
| runs-on: ubuntu-20.04 | |
| strategy: | |
| matrix: | |
| python-version: [3.9] | |
| fail-fast: false | |
| steps: | |
| - uses: actions/checkout@v4 | |
| with: | |
| submodules: recursive | |
| fetch-depth: 0 | |
| ref: ${{ env.TAG_VERSION }} | |
| - name: Free Disk Space (Ubuntu) | |
| uses: jlumbroso/free-disk-space@main | |
| with: | |
| # this might remove tools that are actually needed, | |
| # if set to "true" but frees about 6 GB | |
| tool-cache: false | |
| # all of these default to true, but feel free to set to | |
| # "false" if necessary for your workflow | |
| android: true | |
| dotnet: true | |
| haskell: true | |
| large-packages: false | |
| docker-images: false | |
| swap-storage: false | |
| - uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| cache: 'pip' | |
| - uses: google-github-actions/auth@v2 | |
| continue-on-error: true | |
| with: | |
| create_credentials_file: true | |
| credentials_json: ${{ secrets.BAZEL_REMOTE_CACHE_JSON_KEY }} | |
| - name: Build xformer and manylinux2014 wheel in docker | |
| # The SETUPTOOLS_SCM_PRETEND_VERSION var is passed via docker to the | |
| # python setup.py script to add the version info for the wheel file. | |
| # | |
| # auditwheel requires patchelf and repairs the created wheel file to | |
| # be compatible for manylinux. | |
| run: | | |
| pushd $GITHUB_WORKSPACE/xformer | |
| if [[ -n $GOOGLE_APPLICATION_CREDENTIALS ]]; then | |
| echo "using Google Cloud Storage cache" | |
| echo -e 'build --remote_cache=${{ env.BAZEL_CACHE_URL }}/${{ runner.os }}-${{ runner.arch }}-python${{ matrix.python-version }}' >> .bazelrc.user | |
| echo -e 'build --remote_upload_local_results=true --experimental_remote_cache_compression' >> .bazelrc.user | |
| echo -e 'build --google_default_credentials' >> .bazelrc.user | |
| fi | |
| popd | |
| cd $GITHUB_WORKSPACE | |
| if [[ -n $GOOGLE_APPLICATION_CREDENTIALS ]]; then | |
| docker run -e SETUPTOOLS_SCM_PRETEND_VERSION=${{ env.PRETEND_VERSION }} \ | |
| -e GOOGLE_APPLICATION_CREDENTIALS=/tmp/gcloud-credentials.json \ | |
| -v $GOOGLE_APPLICATION_CREDENTIALS:/tmp/gcloud-credentials.json:ro \ | |
| -v ${PWD}:/ai_tools -w /ai_tools \ | |
| tensorflow/build:2.15-python${{ matrix.python-version }} \ | |
| .github/scripts/build_linux_wheel.sh | |
| else | |
| docker run -e SETUPTOOLS_SCM_PRETEND_VERSION=${{ env.PRETEND_VERSION }} \ | |
| -v ${PWD}:/ai_tools -w /ai_tools \ | |
| tensorflow/build:2.15-python${{ matrix.python-version }} \ | |
| .github/scripts/build_linux_wheel.sh | |
| fi | |
| sudo apt-get -y -qq install patchelf --no-install-recommends | |
| python -m pip install auditwheel==5.2.0 | |
| cd python | |
| for f in dist/*.whl; do | |
| auditwheel repair --plat manylinux2014_x86_64 $f | |
| done | |
| - name: Test linux wheels | |
| run: | | |
| pip install -r ./requirements.txt | |
| cd python/wheelhouse | |
| pip install * | |
| cd ../.. | |
| pytest integration_tests/runner.py --models_path integration_tests/models/8x8 -n 2 --reruns 5 --reruns-delay 1 | |
| pytest integration_tests/runner.py --models_path integration_tests/models/16x8 -n 2 --reruns 5 --reruns-delay 1 | |
| pytest integration_tests/runner.py --models_path integration_tests/models/float32 -n 2 --reruns 5 --reruns-delay 1 | |
| windows-release-wheel: | |
| name: Build and test release wheels for windows | |
| runs-on: windows-2019 | |
| strategy: | |
| matrix: | |
| python-version: [3.9] | |
| fail-fast: false | |
| steps: | |
| - uses: actions/checkout@v4 | |
| with: | |
| submodules: recursive | |
| fetch-depth: 0 | |
| ref: ${{ env.TAG_VERSION }} | |
| - uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| cache: 'pip' | |
| - uses: google-github-actions/auth@v2 | |
| continue-on-error: true | |
| with: | |
| create_credentials_file: true | |
| credentials_json: ${{ secrets.BAZEL_REMOTE_CACHE_JSON_KEY }} | |
| - name: Configure pagefile | |
| uses: al-cheb/[email protected] | |
| with: | |
| minimum-size: 10GB | |
| maximum-size: 20GB | |
| - name: Set up pagefile | |
| shell: pwsh | |
| run: | | |
| (Get-CimInstance Win32_PageFileUsage).AllocatedBaseSize | |
| - name: Build setup | |
| shell: cmd | |
| run: | | |
| python --version | |
| python -m pip install wheel setuptools setuptools-scm numpy six | |
| python -c "import sys; print(sys.executable)" | |
| call "C:\Program Files (x86)\Microsoft Visual Studio\2019\Enterprise\VC\Auxiliary\Build\vcvars64.bat" | |
| cd %GITHUB_WORKSPACE%/third_party/lib_tflite_micro | |
| make patch | |
| cd %GITHUB_WORKSPACE%/python/xmos_ai_tools/xinterpreters | |
| mkdir -p build | |
| cd build | |
| cmake .. | |
| cmake --build . -t install --parallel 2 --config Release | |
| - name: Build xformer | |
| shell: cmd | |
| run: | | |
| cd %GITHUB_WORKSPACE%/xformer | |
| IF DEFINED GOOGLE_APPLICATION_CREDENTIALS set "BAZEL_EXTRA_ARGS=--remote_cache=${{ env.BAZEL_CACHE_URL }}/${{ runner.os }}-${{ runner.arch }}-python${{ matrix.python-version }} --google_default_credentials --remote_upload_local_results=true --experimental_remote_cache_compression" | |
| set BAZEL_VC=C:\Program Files (x86)\Microsoft Visual Studio\2019\Enterprise\VC | |
| bazelisk --output_user_root c:\_bzl build //:xcore-opt --verbose_failures --local_ram_resources=5120 --action_env PYTHON_BIN_PATH="C:/hostedtoolcache/windows/Python/3.9.13/x64/python.exe" %BAZEL_EXTRA_ARGS% --//:disable_version_check | |
| - name: Build windows wheels | |
| env: | |
| SETUPTOOLS_SCM_PRETEND_VERSION: ${{ env.PRETEND_VERSION }} | |
| shell: cmd | |
| run: | | |
| cd python | |
| python setup.py bdist_wheel | |
| - name: Test windows wheels | |
| run: | | |
| pip install -r ./requirements.txt | |
| cd python/dist | |
| pip install xmos_ai_tools-0.1.1-py3-none-win_amd64.whl | |
| cd ../.. | |
| pytest integration_tests/runner.py --models_path integration_tests/models/8x8 -n 2 --reruns 5 --reruns-delay 1 | |
| pytest integration_tests/runner.py --models_path integration_tests/models/16x8 -n 2 --reruns 5 --reruns-delay 1 | |
| pytest integration_tests/runner.py --models_path integration_tests/models/float32 -n 2 --reruns 5 --reruns-delay 1 | |