Update Tensorflow to 2.16.1 #2424
Workflow file for this run
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| name: Tests | |
| on: | |
| push: | |
| branches: | |
| - main | |
| pull_request: {} | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }} | |
| cancel-in-progress: true | |
| env: | |
| TF_PYTHON_VERSION: "3.11" | |
| jobs: | |
| TFLite: | |
| runs-on: ubuntu-latest | |
| if: "!contains(github.event.head_commit.message, 'ci-skip')" | |
| steps: | |
| - uses: actions/checkout@v4 | |
| with: | |
| submodules: true | |
| fetch-depth: 0 | |
| - name: Run C++ Unit Tests | |
| run: bazelisk test larq_compute_engine/tests:cc_tests --test_output=all | |
| - name: Build TF Lite Static Library with CMake | |
| run: | | |
| mkdir build | |
| cd build | |
| cmake .. | |
| make -j2 | |
| ARM: | |
| runs-on: ubuntu-latest | |
| if: "!contains(github.event.head_commit.message, 'ci-skip')" | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: Install qemu-user | |
| run: | | |
| sudo apt-get update | |
| sudo apt-get install -y --no-install-recommends qemu-user | |
| - name: "TF Lite Arm32: Cross-compile and run unit tests in qemu" | |
| run: bazelisk test larq_compute_engine/tests:arm32_tests --config=rpi3 --test_output=all --test_filter="-*BigTest*" --copt=-O1 | |
| - name: "TF Lite Aarch64: Cross-compile and run unit tests in qemu" | |
| run: bazelisk test larq_compute_engine/tests:aarch64_tests --config=aarch64 --test_output=all --test_filter="-*BigTest*" | |
| - name: "Benchmark utility: check it builds successfully" | |
| run: bazelisk build //larq_compute_engine/tflite/benchmark:lce_benchmark_model --config=aarch64 --compilation_mode=fastbuild | |
| MLIR: | |
| runs-on: ubuntu-latest | |
| if: "!contains(github.event.head_commit.message, 'ci-skip')" | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - uses: google-github-actions/auth@v2 | |
| continue-on-error: true | |
| with: | |
| credentials_json: ${{ secrets.gcs_bazel_cache }} | |
| - name: Configure Bazel | |
| run: | | |
| if [[ -n $GOOGLE_APPLICATION_CREDENTIALS ]]; then | |
| echo -e 'build --remote_cache=https://storage.googleapis.com/plumerai-bazel-cache/lce-ubuntu' >> .bazelrc.user | |
| echo -e 'build --google_default_credentials' >> .bazelrc.user | |
| fi | |
| shell: bash | |
| - name: Run Interpreter test | |
| run: bazelisk test larq_compute_engine/tflite/tests:interpreter_test --test_output=all | |
| - name: Run FileCheck tests | |
| run: bazelisk test larq_compute_engine/mlir/tests:all --test_output=all | |
| - name: Run End2End tests | |
| run: bazelisk test larq_compute_engine/tests:end2end_test --test_output=all --test_env=TF_USE_LEGACY_KERAS=1 | |
| - name: Run Strip dequantize op tests | |
| run: bazelisk test larq_compute_engine/tests:strip_lcedequantize_test --test_output=all --test_env=TF_USE_LEGACY_KERAS=1 | |
| ConverterPython: | |
| runs-on: ubuntu-latest | |
| strategy: | |
| matrix: | |
| tf-version: [2.5.3, 2.6.5, 2.7.4, 2.8.4, 2.9.3, 2.10.1, 2.11.0] | |
| python-version: [3.9] | |
| flatbuffers-version: [2.0] | |
| protobuf-version: [3.19.6] | |
| include: | |
| - tf-version: 2.13.0 | |
| python-version: 3.11 | |
| flatbuffers-version: 23.1.21 | |
| protobuf-version: 4.23.4 | |
| - tf-version: 2.16.1 | |
| python-version: 3.11 | |
| flatbuffers-version: 24.3.25 | |
| protobuf-version: 4.25.3 | |
| if: "!contains(github.event.head_commit.message, 'ci-skip')" | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install TensorFlow | |
| run: pip install tensorflow==${{matrix.tf-version}} --no-cache-dir | |
| - name: Install legacy tf-keras | |
| if: matrix.tf-version == '2.16.1' | |
| run: pip install tf-keras==2.16.0 | |
| - name: Install flatbuffers | |
| run: pip install flatbuffers==${{matrix.flatbuffers-version}} --no-cache-dir | |
| - name: Install protobuf | |
| run: pip install protobuf==${{matrix.protobuf-version}} --no-cache-dir | |
| - name: Install other dependencies | |
| run: pip install larq~=0.13.3 packaging tqdm --no-cache-dir | |
| - name: Run Converter test | |
| run: TF_USE_LEGACY_KERAS=1 PYTHONPATH=./ python larq_compute_engine/mlir/python/converter_test.py | |
| Android_AAR: | |
| runs-on: ubuntu-latest | |
| if: "!contains(github.event.head_commit.message, 'ci-skip')" | |
| steps: | |
| - uses: actions/checkout@v4 | |
| with: | |
| fetch-depth: 0 | |
| - uses: actions/setup-python@v5 | |
| with: | |
| python-version: 3.9 | |
| - uses: actions/cache@v4 | |
| id: cache | |
| with: | |
| path: /tmp/lce_android | |
| key: ${{ runner.os }}-${{ hashFiles('**/third_party/install_android.sh') }} | |
| - name: Set Java version | |
| run: echo "JAVA_HOME=${JAVA_HOME_8_X64}" >> $GITHUB_ENV | |
| - name: Download and install Android NDK/SDK | |
| if: steps.cache.outputs.cache-hit != 'true' | |
| run: ./third_party/install_android.sh | |
| - name: Configure Bazel | |
| run: LCE_SET_ANDROID_WORKSPACE=1 ANDROID_SDK_HOME="/tmp/lce_android" ANDROID_API_LEVEL=30 ANDROID_NDK_HOME="/tmp/lce_android/ndk/25.2.9519653" ANDROID_NDK_API_LEVEL=30 ANDROID_BUILD_TOOLS_VERSION=31.0.0 ./configure.py | |
| shell: bash | |
| - name: Build LCE AAR | |
| run: BUILDER=bazelisk ./larq_compute_engine/tflite/java/build_lce_aar.sh |