Build TensorFlow Lite runtime #65
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| name: Build TensorFlow Lite runtime | |
| on: | |
| release: | |
| types: | |
| - published | |
| workflow_dispatch: | |
| inputs: | |
| version: | |
| description: "Semantic version (e.g., 2.15.0)" | |
| required: true | |
| repository: | |
| description: "Name of a target repository" | |
| default: 'tensorflow/tensorflow' | |
| required: false | |
| permissions: | |
| contents: write | |
| env: | |
| PYTHON_VER: '3.10' | |
| VERSION: | |
| |- # Enter release tag name or version in workflow_dispatch. Recent version if not specified | |
| ${{ github.event.release.tag_name || github.event.inputs.version || '2.15.0' }} | |
| REPOSITORY: | |
| ${{ github.event.inputs.repository || 'tensorflow/tensorflow' }} | |
| jobs: | |
| build-android: | |
| runs-on: ubuntu-22.04 | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| include: | |
| - config: android_arm64 | |
| artifact_name: tflite-runtime-android-arm64 | |
| - config: android_arm | |
| artifact_name: tflite-runtime-android-arm | |
| - config: android_x86_64 | |
| artifact_name: tflite-runtime-android-x86_64 | |
| - config: android_fat_aar | |
| artifact_name: tflite-runtime-android-fat-aar | |
| env: | |
| ANDROID_SDK_API_LEVEL: 31 | |
| ANDROID_NDK_API_LEVEL: 26 | |
| ANDROID_BUILD_TOOLS_VERSION: '31.0.0' | |
| steps: | |
| - uses: actions/checkout@v3 | |
| with: | |
| repository: ${{ env.REPOSITORY }} | |
| ref: v${{ env.VERSION }} | |
| submodules: recursive | |
| github-server-url: https://github.com | |
| - uses: bazelbuild/setup-bazelisk@v2 | |
| - uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ env.PYTHON_VER }} | |
| - name: Install dependencies | |
| run: | | |
| pip install numpy | |
| - uses: nttld/setup-ndk@v1 | |
| id: setup-ndk | |
| with: | |
| ndk-version: r21b | |
| add-to-path: true | |
| - name: Build shared libraries | |
| if: ${{ matrix.config != 'android_fat_aar' }} | |
| env: | |
| ANDROID_NDK_HOME: ${{ steps.setup-ndk.outputs.ndk-path }} | |
| run: | | |
| mkdir -p artifact | |
| export ANDROID_SDK_HOME=$ANDROID_HOME | |
| # Main | |
| bazel build -c opt --config=${{ matrix.config }} --cxxopt=--std=c++17 --define=xnn_enable_arm_fp16=false --define=xnn_enable_arm_i8mm=false tensorflow/lite/c:tensorflowlite_c | |
| cp -f bazel-bin/tensorflow/lite/c/libtensorflowlite_c.so artifact | |
| # GPU Delegate | |
| bazel build -c opt --config=${{ matrix.config }} --cxxopt=--std=c++17 --define=xnn_enable_arm_fp16=false --define=xnn_enable_arm_i8mm=false --copt -Os --copt -DTFLITE_GPU_BINARY_RELEASE --copt -fvisibility=hidden --linkopt -s --strip always tensorflow/lite/delegates/gpu:libtensorflowlite_gpu_delegate.so | |
| cp -f bazel-bin/tensorflow/lite/delegates/gpu/libtensorflowlite_gpu_delegate.so artifact | |
| # GL Delegate | |
| bazel build -c opt --config=${{ matrix.config }} --cxxopt=--std=c++17 --define=xnn_enable_arm_fp16=false --define=xnn_enable_arm_i8mm=false --copt -Os --copt -DTFLITE_GPU_BINARY_RELEASE --copt -fvisibility=hidden --linkopt -s --strip always tensorflow/lite/delegates/gpu:libtensorflowlite_gpu_gl.so | |
| cp -f bazel-bin/tensorflow/lite/delegates/gpu/libtensorflowlite_gpu_gl.so artifact | |
| # NNAPI Delegate | |
| # bazel build -c opt --config=${{ matrix.config }} --cxxopt=--std=c++17 --define=xnn_enable_arm_fp16=false --define=xnn_enable_arm_i8mm=false tensorflow/lite/delegates/nnapi:nnapi_delegate | |
| # cp -f bazel-bin/tensorflow/lite/delegates/nnapi/libnnapi_delegate.so artifact | |
| - name: Build AAR | |
| if: ${{ matrix.config == 'android_fat_aar' }} | |
| env: | |
| ANDROID_NDK_HOME: ${{ steps.setup-ndk.outputs.ndk-path }} | |
| run: | | |
| mkdir -p artifact | |
| export ANDROID_SDK_HOME=$ANDROID_HOME | |
| # Main | |
| bazel build -c opt --fat_apk_cpu=arm64-v8a,armeabi-v7a,x86_64 --cxxopt=--std=c++17 --define=xnn_enable_arm_fp16=false --define=xnn_enable_arm_i8mm=false --host_crosstool_top=@bazel_tools//tools/cpp:toolchain --define=android_dexmerger_tool=d8_dexmerger --define=android_incremental_dexing_tool=d8_dexbuilder tensorflow/lite/java:tensorflow-lite | |
| cp -f bazel-bin/tensorflow/lite/java/tensorflow-lite.aar artifact | |
| # GPU Delegate | |
| bazel build -c opt --fat_apk_cpu=arm64-v8a,armeabi-v7a,x86_64 --cxxopt=--std=c++17 --define=xnn_enable_arm_fp16=false --define=xnn_enable_arm_i8mm=false --host_crosstool_top=@bazel_tools//tools/cpp:toolchain --define=android_dexmerger_tool=d8_dexmerger --define=android_incremental_dexing_tool=d8_dexbuilder tensorflow/lite/java:tensorflow-lite-gpu | |
| cp -f bazel-bin/tensorflow/lite/java/tensorflow-lite-gpu.aar artifact | |
| - name: Compress artifact | |
| run: | | |
| mv artifact/ "${{ matrix.artifact_name }}-${{ env.VERSION }}" | |
| tar czf "${{ matrix.artifact_name }}-${{ env.VERSION }}.tgz" "${{ matrix.artifact_name }}-${{ env.VERSION }}" | |
| - uses: softprops/action-gh-release@v1 | |
| with: | |
| files: "*.tgz" | |
| tag_name: ${{ env.VERSION }} | |
| build-ios: | |
| runs-on: macos-12 | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| include: | |
| - config: ios_arm64 | |
| artifact_name: tflite-runtime-ios-arm64 | |
| - config: ios_sim_arm64 | |
| artifact_name: tflite-runtime-ios-sim-arm64 | |
| - config: ios_x86_64 | |
| artifact_name: tflite-runtime-ios-sim-x86_64 | |
| steps: | |
| - uses: actions/checkout@v3 | |
| with: | |
| repository: ${{ env.REPOSITORY }} | |
| ref: v${{ env.VERSION }} | |
| submodules: recursive | |
| github-server-url: https://github.com | |
| - uses: bazelbuild/setup-bazelisk@v2 | |
| - uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ env.PYTHON_VER }} | |
| - name: Install dependencies | |
| run: | | |
| pip install numpy | |
| - name: Build runtime | |
| run: | | |
| mv tensorflow/lite/ios/BUILD.apple tensorflow/lite/ios/BUILD | |
| mv tensorflow/lite/objc/BUILD.apple tensorflow/lite/objc/BUILD | |
| mv tensorflow/lite/swift/BUILD.apple tensorflow/lite/swift/BUILD | |
| mkdir -p artifact | |
| # Main | |
| bazel build -c opt --config=${{ matrix.config }} --cxxopt=--std=c++17 tensorflow/lite/ios:TensorFlowLiteC_framework | |
| unzip -o bazel-bin/tensorflow/lite/ios/TensorFlowLiteC_framework.zip -d artifact | |
| # Metal Delegate | |
| bazel build -c opt --config=${{ matrix.config }} --cxxopt=--std=c++17 tensorflow/lite/ios:TensorFlowLiteCMetal_framework | |
| unzip -o bazel-bin/tensorflow/lite/ios/TensorFlowLiteCMetal_framework.zip -d artifact | |
| # CoreML Delegate | |
| bazel build -c opt --config=${{ matrix.config }} --cxxopt=--std=c++17 tensorflow/lite/ios:TensorFlowLiteCCoreML_framework | |
| unzip -o bazel-bin/tensorflow/lite/ios/TensorFlowLiteCCoreML_framework.zip -d artifact | |
| mv artifact/ "${{ matrix.artifact_name }}-${{ env.VERSION }}" | |
| 7z a "${{ matrix.artifact_name }}-${{ env.VERSION }}.zip" "${{ matrix.artifact_name }}-${{ env.VERSION }}" | |
| - uses: softprops/action-gh-release@v1 | |
| with: | |
| files: "*.zip" | |
| tag_name: ${{ env.VERSION }} | |
| build-linux: | |
| runs-on: ubuntu-22.04 | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| include: | |
| - config: linux | |
| artifact_name: tflite-runtime-linux-x86_64 | |
| - config: elinux_aarch64 | |
| artifact_name: tflite-runtime-linux-arm64 | |
| steps: | |
| - uses: actions/checkout@v3 | |
| with: | |
| repository: ${{ env.REPOSITORY }} | |
| ref: v${{ env.VERSION }} | |
| submodules: recursive | |
| github-server-url: https://github.com | |
| - uses: bazelbuild/setup-bazelisk@v2 | |
| - uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ env.PYTHON_VER }} | |
| - name: Install dependencies | |
| run: | | |
| sudo apt-get update && sudo apt-get install libegl1-mesa-dev | |
| pip install numpy | |
| - name: Build runtime | |
| run: | | |
| mkdir -p artifact | |
| bazel build --config=${{ matrix.config }} -c opt --define tflite_with_xnnpack=true tensorflow/lite/c:tensorflowlite_c | |
| cp -f bazel-bin/tensorflow/lite/c/libtensorflowlite_c.so artifact | |
| mv artifact/ "${{ matrix.artifact_name }}-${{ env.VERSION }}" | |
| tar cfz "${{ matrix.artifact_name }}-${{ env.VERSION }}.tgz" "${{ matrix.artifact_name }}-${{ env.VERSION }}" | |
| - uses: softprops/action-gh-release@v1 | |
| with: | |
| files: "*.tgz" | |
| tag_name: ${{ env.VERSION }} | |
| build-macos: | |
| runs-on: macos-12 | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| include: | |
| - config: macos | |
| cpu: x86_64 | |
| artifact_name: tflite-runtime-osx-x86_64 | |
| - config: macos_arm64 | |
| cpu: arm64 | |
| artifact_name: tflite-runtime-osx-arm64 | |
| steps: | |
| - uses: actions/checkout@v3 | |
| with: | |
| repository: ${{ env.REPOSITORY }} | |
| ref: v${{ env.VERSION }} | |
| submodules: recursive | |
| github-server-url: https://github.com | |
| - uses: bazelbuild/setup-bazelisk@v2 | |
| - uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ env.PYTHON_VER }} | |
| - name: Install dependencies | |
| run: | | |
| pip install numpy | |
| - name: Build runtime | |
| run: | | |
| mkdir -p artifact | |
| # Main | |
| bazel build --config=${{ matrix.config }} --macos_cpus=${{ matrix.cpu }} --cxxopt=--std=c++17 -c opt --define tflite_with_xnnpack=true tensorflow/lite/c:tensorflowlite_c | |
| cp -f bazel-bin/tensorflow/lite/c/libtensorflowlite_c.dylib artifact | |
| # Metal Delegate | |
| bazel build --config=${{ matrix.config }} --macos_cpus=${{ matrix.cpu }} --cxxopt=--std=c++17 -c opt --copt -Os --copt -DTFLITE_GPU_BINARY_RELEASE --copt -fvisibility=default --linkopt -s --strip always tensorflow/lite/delegates/gpu:tensorflow_lite_gpu_dylib | |
| cp -f bazel-bin/tensorflow/lite/delegates/gpu/tensorflow_lite_gpu_dylib.dylib artifact/libtensorflowlite_metal_delegate.dylib | |
| mv artifact/ "${{ matrix.artifact_name }}-${{ env.VERSION }}" | |
| tar cfz "${{ matrix.artifact_name }}-${{ env.VERSION }}.tgz" "${{ matrix.artifact_name }}-${{ env.VERSION }}" | |
| - uses: actions/upload-artifact@v4 | |
| with: | |
| name: ${{ matrix.artifact_name }}-${{ env.VERSION }} | |
| path: ${{ matrix.artifact_name }}-${{ env.VERSION }} | |
| retention-days: 1 | |
| - uses: softprops/action-gh-release@v1 | |
| with: | |
| files: "*.tgz" | |
| tag_name: ${{ env.VERSION }} | |
| build-macos-universal: | |
| needs: [build-macos] | |
| runs-on: macos-12 | |
| steps: | |
| - uses: actions/download-artifact@v4 | |
| - name: Build universal binary | |
| run: | | |
| mkdir -p artifact | |
| lipo -create -output artifact/libtensorflowlite_c.dylib "tflite-runtime-osx-x86_64-${{ env.VERSION }}/libtensorflowlite_c.dylib" "tflite-runtime-osx-arm64-${{ env.VERSION }}/libtensorflowlite_c.dylib" | |
| lipo -create -output artifact/libtensorflowlite_metal_delegate.dylib "tflite-runtime-osx-x86_64-${{ env.VERSION }}/libtensorflowlite_metal_delegate.dylib" "tflite-runtime-osx-arm64-${{ env.VERSION }}/libtensorflowlite_metal_delegate.dylib" | |
| mv artifact/ "tflite-runtime-osx-universal2-${{ env.VERSION }}" | |
| tar cfz "tflite-runtime-osx-universal2-${{ env.VERSION }}.tgz" "tflite-runtime-osx-universal2-${{ env.VERSION }}" | |
| - uses: softprops/action-gh-release@v1 | |
| with: | |
| files: "*.tgz" | |
| tag_name: ${{ env.VERSION }} | |
| build-windows: | |
| # Using windows-2019 as build is broken on windows-latest runner due to another | |
| # See: https://github.com/bazelbuild/bazel/issues/18592 | |
| runs-on: windows-2019 | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| include: | |
| - config: windows_x86_64 | |
| cpu: x86_64 | |
| artifact_name: tflite-runtime-win-x86_64 | |
| steps: | |
| - uses: actions/checkout@v3 | |
| with: | |
| repository: ${{ env.REPOSITORY }} | |
| ref: v${{ env.VERSION }} | |
| submodules: recursive | |
| github-server-url: https://github.com | |
| - uses: bazelbuild/setup-bazelisk@v2 | |
| - uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ env.PYTHON_VER }} | |
| - name: Install dependencies | |
| run: | | |
| pip install numpy | |
| - name: Build runtime | |
| shell: bash | |
| run: | | |
| mkdir -p artifact | |
| # Main | |
| bazel build -c opt --define tflite_with_xnnpack=true tensorflow/lite/c:tensorflowlite_c | |
| cp -f bazel-bin/tensorflow/lite/c/tensorflowlite_c.dll artifact | |
| mv artifact/ "${{ matrix.artifact_name }}-${{ env.VERSION }}" | |
| 7z a "${{ matrix.artifact_name }}-${{ env.VERSION }}.zip" "${{ matrix.artifact_name }}-${{ env.VERSION }}" | |
| - uses: softprops/action-gh-release@v1 | |
| with: | |
| files: "*.zip" | |
| tag_name: ${{ env.VERSION }} | |
| release: | |
| needs: [build-android, build-ios, build-linux, build-macos-universal, build-windows] | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: softprops/action-gh-release@v1 | |
| with: | |
| name: TFLite Runtime v${{ env.VERSION }} | |
| tag_name: ${{ env.VERSION }} | |
| target_commitish: ${{ github.sha }} |