multiheadattention int8 quantization #5003
Workflow file for this run
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| name: linux-arm-cpu-gcc | |
| on: | |
| push: | |
| branches: [master] | |
| paths: | |
| - '.github/workflows/linux-arm-cpu-gcc.yml' | |
| - 'toolchains/arm-linux-gnueabi.toolchain.cmake' | |
| - 'toolchains/arm-linux-gnueabihf.toolchain.cmake' | |
| - 'CMakeLists.txt' | |
| - 'cmake/**' | |
| - 'src/*' | |
| - 'src/layer/*' | |
| - 'src/layer/arm/**' | |
| - 'tests/**' | |
| pull_request: | |
| branches: [master] | |
| paths: | |
| - '.github/workflows/linux-arm-cpu-gcc.yml' | |
| - 'toolchains/arm-linux-gnueabi.toolchain.cmake' | |
| - 'toolchains/arm-linux-gnueabihf.toolchain.cmake' | |
| - 'CMakeLists.txt' | |
| - 'cmake/**' | |
| - 'src/*' | |
| - 'src/layer/*' | |
| - 'src/layer/arm/**' | |
| - 'tests/**' | |
| concurrency: | |
| group: linux-arm-cpu-gcc-${{ github.ref }} | |
| cancel-in-progress: true | |
| permissions: | |
| contents: read | |
| jobs: | |
| linux-gcc-arm: | |
| runs-on: ubuntu-20.04 | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: cache-qemu | |
| id: cache-qemu | |
| uses: actions/cache@v4 | |
| with: | |
| path: qemu-install | |
| key: qemu-arm-install-20220502-2 | |
| - name: install-qemu-build-deps | |
| if: steps.cache-qemu.outputs.cache-hit != 'true' | |
| run: | | |
| sudo apt-get update | |
| sudo apt-get install autoconf automake autotools-dev ninja-build | |
| - name: checkout-qemu | |
| if: steps.cache-qemu.outputs.cache-hit != 'true' | |
| uses: actions/checkout@v4 | |
| with: | |
| repository: qemu/qemu | |
| path: qemu | |
| ref: f5643914a9e8f79c606a76e6a9d7ea82a3fc3e65 | |
| - name: qemu | |
| if: steps.cache-qemu.outputs.cache-hit != 'true' | |
| run: | | |
| cd qemu | |
| ./configure --prefix=$GITHUB_WORKSPACE/qemu-install --target-list=arm-linux-user --disable-system | |
| make -j$(nproc) | |
| make install | |
| - name: arm-gnu-toolchain | |
| run: | | |
| sudo apt-get update | |
| sudo apt-get install g++-arm-linux-gnueabi | |
| - name: build | |
| run: | | |
| mkdir build && cd build | |
| cmake -DCMAKE_TOOLCHAIN_FILE=../toolchains/arm-linux-gnueabi.toolchain.cmake -DNCNN_BUILD_TOOLS=OFF -DNCNN_BUILD_EXAMPLES=OFF -DNCNN_BUILD_TESTS=ON .. | |
| cmake --build . -j $(nproc) | |
| - name: test | |
| run: | | |
| export PATH=$GITHUB_WORKSPACE/qemu-install/bin:$PATH | |
| cd build | |
| TESTS_EXECUTABLE_LOADER=qemu-arm TESTS_EXECUTABLE_LOADER_ARGUMENTS="-L;/usr/arm-linux-gnueabi" ctest --output-on-failure -j $(nproc) | |
| - name: build-noint8 | |
| run: | | |
| mkdir build-noint8 && cd build-noint8 | |
| cmake -DCMAKE_TOOLCHAIN_FILE=../toolchains/arm-linux-gnueabi.toolchain.cmake -DNCNN_BUILD_TOOLS=OFF -DNCNN_BUILD_EXAMPLES=OFF -DNCNN_BUILD_TESTS=ON .. | |
| cmake --build . -j $(nproc) | |
| - name: test-noint8 | |
| run: | | |
| export PATH=$GITHUB_WORKSPACE/qemu-install/bin:$PATH | |
| cd build-noint8 | |
| TESTS_EXECUTABLE_LOADER=qemu-arm TESTS_EXECUTABLE_LOADER_ARGUMENTS="-L;/usr/arm-linux-gnueabi" ctest --output-on-failure -j $(nproc) | |
| linux-gcc-armhf: | |
| runs-on: ubuntu-20.04 | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: cache-qemu | |
| id: cache-qemu | |
| uses: actions/cache@v4 | |
| with: | |
| path: qemu-install | |
| key: qemu-arm-install-20220502-2 | |
| - name: install-qemu-build-deps | |
| if: steps.cache-qemu.outputs.cache-hit != 'true' | |
| run: | | |
| sudo apt-get update | |
| sudo apt-get install autoconf automake autotools-dev ninja-build | |
| - name: checkout-qemu | |
| if: steps.cache-qemu.outputs.cache-hit != 'true' | |
| uses: actions/checkout@v4 | |
| with: | |
| repository: qemu/qemu | |
| path: qemu | |
| ref: f5643914a9e8f79c606a76e6a9d7ea82a3fc3e65 | |
| - name: qemu | |
| if: steps.cache-qemu.outputs.cache-hit != 'true' | |
| run: | | |
| cd qemu | |
| ./configure --prefix=$GITHUB_WORKSPACE/qemu-install --target-list=arm-linux-user --disable-system | |
| make -j$(nproc) | |
| make install | |
| - name: arm-gnu-toolchain | |
| run: | | |
| sudo apt-get update | |
| sudo apt-get install g++-arm-linux-gnueabihf | |
| - name: build | |
| run: | | |
| mkdir build && cd build | |
| cmake -DCMAKE_TOOLCHAIN_FILE=../toolchains/arm-linux-gnueabihf.toolchain.cmake -DNCNN_BUILD_TOOLS=OFF -DNCNN_BUILD_EXAMPLES=OFF -DNCNN_BUILD_TESTS=ON .. | |
| cmake --build . -j $(nproc) | |
| - name: test | |
| run: | | |
| export PATH=$GITHUB_WORKSPACE/qemu-install/bin:$PATH | |
| cd build | |
| TESTS_EXECUTABLE_LOADER=qemu-arm TESTS_EXECUTABLE_LOADER_ARGUMENTS="-L;/usr/arm-linux-gnueabihf" ctest --output-on-failure -j $(nproc) | |
| - name: build-noint8 | |
| run: | | |
| mkdir build-noint8 && cd build-noint8 | |
| cmake -DCMAKE_TOOLCHAIN_FILE=../toolchains/arm-linux-gnueabihf.toolchain.cmake -DNCNN_BUILD_TOOLS=OFF -DNCNN_BUILD_EXAMPLES=OFF -DNCNN_BUILD_TESTS=ON -DNCNN_INT8=OFF .. | |
| cmake --build . -j $(nproc) | |
| - name: test-noint8 | |
| run: | | |
| export PATH=$GITHUB_WORKSPACE/qemu-install/bin:$PATH | |
| cd build-noint8 | |
| TESTS_EXECUTABLE_LOADER=qemu-arm TESTS_EXECUTABLE_LOADER_ARGUMENTS="-L;/usr/arm-linux-gnueabihf" ctest --output-on-failure -j $(nproc) | |
| linux-gcc-armhf-vfpv3-d16: | |
| runs-on: ubuntu-20.04 | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - name: cache-qemu | |
| id: cache-qemu | |
| uses: actions/cache@v4 | |
| with: | |
| path: qemu-install | |
| key: qemu-arm-install-20220502-2 | |
| - name: install-qemu-build-deps | |
| if: steps.cache-qemu.outputs.cache-hit != 'true' | |
| run: | | |
| sudo apt-get update | |
| sudo apt-get install autoconf automake autotools-dev ninja-build | |
| - name: checkout-qemu | |
| if: steps.cache-qemu.outputs.cache-hit != 'true' | |
| uses: actions/checkout@v4 | |
| with: | |
| repository: qemu/qemu | |
| path: qemu | |
| ref: f5643914a9e8f79c606a76e6a9d7ea82a3fc3e65 | |
| - name: qemu | |
| if: steps.cache-qemu.outputs.cache-hit != 'true' | |
| run: | | |
| cd qemu | |
| ./configure --prefix=$GITHUB_WORKSPACE/qemu-install --target-list=arm-linux-user --disable-system | |
| make -j$(nproc) | |
| make install | |
| - name: arm-gnu-toolchain | |
| run: | | |
| sudo apt-get update | |
| sudo apt-get install g++-arm-linux-gnueabihf | |
| - name: build | |
| run: | | |
| mkdir build && cd build | |
| cmake -DCMAKE_TOOLCHAIN_FILE=../toolchains/arm-linux-gnueabihf-vfpv3-d16.toolchain.cmake -DNCNN_BUILD_TOOLS=OFF -DNCNN_BUILD_EXAMPLES=OFF -DNCNN_BUILD_TESTS=ON .. | |
| cmake --build . -j $(nproc) | |
| - name: test | |
| run: | | |
| export PATH=$GITHUB_WORKSPACE/qemu-install/bin:$PATH | |
| cd build | |
| TESTS_EXECUTABLE_LOADER=qemu-arm TESTS_EXECUTABLE_LOADER_ARGUMENTS="-L;/usr/arm-linux-gnueabihf" ctest --output-on-failure -j $(nproc) | |
| - name: build-noint8 | |
| run: | | |
| mkdir build-noint8 && cd build-noint8 | |
| cmake -DCMAKE_TOOLCHAIN_FILE=../toolchains/arm-linux-gnueabihf-vfpv3-d16.toolchain.cmake -DNCNN_BUILD_TOOLS=OFF -DNCNN_BUILD_EXAMPLES=OFF -DNCNN_BUILD_TESTS=ON -DNCNN_INT8=OFF .. | |
| cmake --build . -j $(nproc) | |
| - name: test-noint8 | |
| run: | | |
| export PATH=$GITHUB_WORKSPACE/qemu-install/bin:$PATH | |
| cd build-noint8 | |
| TESTS_EXECUTABLE_LOADER=qemu-arm TESTS_EXECUTABLE_LOADER_ARGUMENTS="-L;/usr/arm-linux-gnueabihf" ctest --output-on-failure -j $(nproc) |