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gemm int8 quantization #4933

gemm int8 quantization

gemm int8 quantization #4933

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)