feat: add support for Android / iOS x86_64 #62
Workflow file for this run
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| name: Build TensorFlow Lite runtime | |
| on: | |
| push: | |
| # Sequence of patterns matched against refs/tags | |
| tags: | |
| - 'v*' # Push events to matching v*, i.e. v1.0, v20.15.10 | |
| env: | |
| TF_PYTHON_VERSION: '3.10' | |
| jobs: | |
| build-android: | |
| runs-on: ubuntu-22.04 | |
| strategy: | |
| matrix: | |
| include: | |
| - config: android_arm64 | |
| - config: android_arm | |
| - config: android_x86_64 | |
| - config: android_fat_aar | |
| env: | |
| ANDROID_SDK_API_LEVEL: 30 | |
| ANDROID_NDK_API_LEVEL: 26 | |
| ANDROID_BUILD_TOOLS_VERSION: '31.0.0' | |
| steps: | |
| - uses: actions/checkout@v3 | |
| with: | |
| repository: tensorflow/tensorflow | |
| ref: ${{ github.ref_name }} | |
| submodules: recursive | |
| github-server-url: https://github.com | |
| - uses: bazelbuild/setup-bazelisk@v2 | |
| - uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ env.TF_PYTHON_VERSION }} | |
| - 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: ${{ steps.setup-ndk.outputs.ndk-path }} | |
| run: | | |
| export ANDROID_SDK_HOME=$ANDROID_HOME | |
| # Main | |
| bazel build -c opt --config=${{ matrix.config }} --cxxopt=--std=c++17 --define=xnn_enable_arm_fp16=false --define=xnn_enable_arm_i8mm=false tensorflow/lite/c:tensorflowlite_c | |
| cp -f bazel-bin/tensorflow/lite/c/libtensorflowlite_c.so . | |
| # GPU Delegate | |
| bazel build -c opt --config=${{ 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 . | |
| # GL Delegate | |
| bazel build -c opt --config=${{ matrix.config }} --cxxopt=--std=c++17 --define=xnn_enable_arm_fp16=false --define=xnn_enable_arm_i8mm=false --copt -Os --copt -DTFLITE_GPU_BINARY_RELEASE --copt -fvisibility=hidden --linkopt -s --strip always tensorflow/lite/delegates/gpu:libtensorflowlite_gpu_gl.so | |
| cp -f bazel-bin/tensorflow/lite/delegates/gpu/libtensorflowlite_gpu_gl.so . | |
| # NNAPI Delegate | |
| # bazel build -c opt --config=${{ 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 . | |
| - name: Build AAR | |
| if: ${{ matrix.config == 'android_fat_aar' }} | |
| env: | |
| ANDROID_NDK_HOME: ${{ steps.setup-ndk.outputs.ndk-path }} | |
| run: | | |
| export ANDROID_SDK_HOME=$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 . | |
| # 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 . | |
| - uses: actions/upload-artifact@v3 | |
| with: | |
| name: tflite-runtime-${{ matrix.config }} | |
| path: | | |
| *.so | |
| *.aar | |
| build-ios: | |
| runs-on: macos-12 | |
| strategy: | |
| matrix: | |
| include: | |
| - config: ios_arm64 | |
| - config: ios_x86_64 | |
| steps: | |
| - uses: actions/checkout@v3 | |
| with: | |
| repository: tensorflow/tensorflow | |
| ref: ${{ github.ref_name }} | |
| submodules: recursive | |
| github-server-url: https://github.com | |
| - uses: bazelbuild/setup-bazelisk@v2 | |
| - uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ env.TF_PYTHON_VERSION }} | |
| - name: Install dependencies | |
| run: | | |
| pip install numpy | |
| - name: Build runtime | |
| run: | | |
| mv tensorflow/lite/ios/BUILD.apple tensorflow/lite/ios/BUILD | |
| mv tensorflow/lite/objc/BUILD.apple tensorflow/lite/objc/BUILD | |
| mv tensorflow/lite/swift/BUILD.apple tensorflow/lite/swift/BUILD | |
| # Main | |
| bazel build -c opt --config=${{ matrix.config }} --cxxopt=--std=c++17 tensorflow/lite/ios:TensorFlowLiteC_framework | |
| unzip -o bazel-bin/tensorflow/lite/ios/TensorFlowLiteC_framework.zip | |
| # Metal Delegate | |
| bazel build -c opt --config=${{ matrix.config }} --cxxopt=--std=c++17 tensorflow/lite/ios:TensorFlowLiteCMetal_framework | |
| unzip -o bazel-bin/tensorflow/lite/ios/TensorFlowLiteCMetal_framework.zip | |
| # CoreML Delegate | |
| bazel build -c opt --config=${{ matrix.config }} --cxxopt=--std=c++17 tensorflow/lite/ios:TensorFlowLiteCCoreML_framework | |
| unzip -o bazel-bin/tensorflow/lite/ios/TensorFlowLiteCCoreML_framework.zip | |
| - uses: actions/upload-artifact@v3 | |
| with: | |
| name: tflite-runtime-${{ matrix.config }} | |
| path: | | |
| *.framework | |
| build-linux: | |
| runs-on: ubuntu-22.04 | |
| strategy: | |
| matrix: | |
| include: | |
| - config: linux | |
| - config: elinux_aarch64 | |
| steps: | |
| - uses: actions/checkout@v3 | |
| with: | |
| repository: tensorflow/tensorflow | |
| ref: ${{ github.ref_name }} | |
| submodules: recursive | |
| github-server-url: https://github.com | |
| - uses: bazelbuild/setup-bazelisk@v2 | |
| - uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ env.TF_PYTHON_VERSION }} | |
| - name: Install dependencies | |
| run: | | |
| sudo apt-get update && sudo apt-get install libegl1-mesa-dev | |
| pip install numpy | |
| - name: Build runtime | |
| run: | | |
| bazel build --config=${{ matrix.config }} -c opt --define tflite_with_xnnpack=true tensorflow/lite/c:tensorflowlite_c | |
| cp -f bazel-bin/tensorflow/lite/c/libtensorflowlite_c.so . | |
| - uses: actions/upload-artifact@v3 | |
| with: | |
| name: tflite-runtime-${{ matrix.config }} | |
| path: | | |
| *.so | |
| build-macos: | |
| runs-on: macos-12 | |
| strategy: | |
| matrix: | |
| include: | |
| - config: macos | |
| cpu: x86_64 | |
| - config: macos_arm64 | |
| cpu: arm64 | |
| steps: | |
| - uses: actions/checkout@v3 | |
| with: | |
| repository: tensorflow/tensorflow | |
| ref: ${{ github.ref_name }} | |
| submodules: recursive | |
| github-server-url: https://github.com | |
| - uses: bazelbuild/setup-bazelisk@v2 | |
| - uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ env.TF_PYTHON_VERSION }} | |
| - name: Install dependencies | |
| run: | | |
| pip install numpy | |
| - name: Build runtime | |
| run: | | |
| # Main | |
| bazel build --config=${{ matrix.config }} --macos_cpus=${{ matrix.cpu }} --cxxopt=--std=c++17 -c opt --define tflite_with_xnnpack=true tensorflow/lite/c:tensorflowlite_c | |
| cp -f bazel-bin/tensorflow/lite/c/libtensorflowlite_c.dylib . | |
| # Metal Delegate | |
| bazel build --config=${{ matrix.config }} --macos_cpus=${{ matrix.cpu }} --cxxopt=--std=c++17 -c opt --copt -Os --copt -DTFLITE_GPU_BINARY_RELEASE --copt -fvisibility=default --linkopt -s --strip always tensorflow/lite/delegates/gpu:tensorflow_lite_gpu_dylib | |
| cp -f bazel-bin/tensorflow/lite/delegates/gpu/tensorflow_lite_gpu_dylib.dylib ./libtensorflowlite_metal_delegate.dylib | |
| - uses: actions/upload-artifact@v3 | |
| with: | |
| name: tflite-runtime-macos_${{ matrix.cpu }} | |
| path: | | |
| *.dylib | |
| build-macos-universal: | |
| needs: [build-macos] | |
| runs-on: macos-12 | |
| steps: | |
| - uses: actions/download-artifact@v3 | |
| - name: Build universal binary | |
| run: | | |
| lipo -create -output libtensorflowlite_c.dylib tflite-runtime-macos_x86_64/libtensorflowlite_c.dylib tflite-runtime-macos_arm64/libtensorflowlite_c.dylib | |
| lipo -create -output libtensorflowlite_metal_delegate.dylib tflite-runtime-macos_x86_64/libtensorflowlite_metal_delegate.dylib tflite-runtime-macos_arm64/libtensorflowlite_metal_delegate.dylib | |
| - uses: actions/upload-artifact@v3 | |
| with: | |
| name: tflite-runtime-macos | |
| path: | | |
| *.dylib | |
| 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 | |
| steps: | |
| - uses: actions/checkout@v3 | |
| with: | |
| repository: tensorflow/tensorflow | |
| ref: ${{ github.ref_name }} | |
| submodules: recursive | |
| github-server-url: https://github.com | |
| - uses: bazelbuild/setup-bazelisk@v2 | |
| - uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ env.TF_PYTHON_VERSION }} | |
| - name: Install dependencies | |
| run: | | |
| pip install numpy | |
| - name: Build runtime | |
| shell: bash | |
| run: | | |
| # 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 . | |
| - uses: actions/upload-artifact@v3 | |
| with: | |
| name: tflite-runtime-windows_x86_64 | |
| path: | | |
| *.dll | |
| release: | |
| needs: [build-android, build-ios, build-linux, build-macos-universal, build-windows] | |
| runs-on: ubuntu-latest | |
| permissions: write-all | |
| steps: | |
| - uses: actions/download-artifact@v3 | |
| - name: Compress artifact | |
| run: zip -r tflite-runtime.zip . | |
| - uses: softprops/action-gh-release@v1 | |
| with: | |
| files: tflite-runtime.zip |