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gemm int8 quantization #319

gemm int8 quantization

gemm int8 quantization #319

Workflow file for this run

name: python
on:
push:
branches: [master]
paths:
- '.github/workflows/python.yml'
- 'CMakeLists.txt'
- 'cmake/**'
- 'src/*'
- 'src/layer/*'
- 'src/layer/x86/**'
- 'src/layer/vulkan/**'
- 'python/**'
pull_request:
branches: [master]
paths:
- '.github/workflows/python.yml'
- 'CMakeLists.txt'
- 'cmake/**'
- 'src/*'
- 'src/layer/*'
- 'src/layer/x86/**'
- 'src/layer/vulkan/**'
- 'python/**'
concurrency:
group: python-${{ github.ref }}
cancel-in-progress: true
env:
DEVELOPER_DIR: /Applications/Xcode_15.2.app/Contents/Developer
MAC_DEPLOYMENT_TARGET: '11.0'
ENABLE_BITCODE: OFF
ENABLE_ARC: OFF
ENABLE_VISIBILITY: OFF
CMAKE_BUILD_PARALLEL_LEVEL: 4
UseMultiToolTask: true
permissions:
contents: read
jobs:
build:
strategy:
matrix:
os: [ubuntu-latest, macos-13, windows-latest]
python-version: [3.9, 3.12]
runs-on: ${{ matrix.os }}
steps:
- uses: actions/checkout@v4
with:
submodules: true
- name: cache-swiftshader
if: matrix.os == 'ubuntu-latest'
id: cache-swiftshader
uses: actions/cache@v4
with:
path: swiftshader-install
key: swiftshader-linux-install-20240622
- name: checkout-swiftshader
if: matrix.os == 'ubuntu-latest' && steps.cache-swiftshader.outputs.cache-hit != 'true'
uses: actions/checkout@v4
with:
repository: google/swiftshader
path: swiftshader
ref: de870ac7518fe2b6bb651ecc22fc36647cf7b986
- name: checkout-swiftshader-submodules
if: matrix.os == 'ubuntu-latest' && steps.cache-swiftshader.outputs.cache-hit != 'true'
run: |
cd swiftshader
git -c submodule."third_party/git-hooks".update=none submodule update --init --recursive
- name: swiftshader
if: matrix.os == 'ubuntu-latest' && steps.cache-swiftshader.outputs.cache-hit != 'true'
run: |
cd swiftshader
mkdir -p build; cd build
cmake -DCMAKE_INSTALL_PREFIX=install -DSWIFTSHADER_BUILD_EGL=FALSE -DSWIFTSHADER_BUILD_GLESv2=FALSE -DSWIFTSHADER_BUILD_GLES_CM=FALSE -DSWIFTSHADER_BUILD_VULKAN=TRUE -DSWIFTSHADER_BUILD_PVR=FALSE -DSWIFTSHADER_BUILD_TESTS=FALSE -DSWIFTSHADER_ENABLE_ASTC=FALSE -DSWIFTSHADER_WARNINGS_AS_ERRORS=FALSE -DREACTOR_BACKEND=Subzero -DREACTOR_DEFAULT_OPT_LEVEL=Default -DCMAKE_BUILD_TYPE=Release ..
cmake --build . -j $(nproc)
mkdir $GITHUB_WORKSPACE/swiftshader-install
cp Linux/* $GITHUB_WORKSPACE/swiftshader-install
- name: setup-python
uses: actions/setup-python@v5
with:
python-version: ${{ matrix.python-version }}
- name: install-deps
run: |
python -m pip install --upgrade pip
pip install pytest setuptools wheel twine importlib-metadata
- name: build
if: matrix.os == 'ubuntu-latest'
env:
CC: clang
CXX: clang++
run: |
mkdir build && cd build
cmake -DNCNN_VULKAN=ON -DNCNN_PYTHON=ON -DNCNN_BUILD_TOOLS=OFF -DNCNN_BUILD_EXAMPLES=OFF ..
cmake --build . -j $(nproc)
- name: build
if: matrix.os == 'macos-13'
run: |
mkdir build && cd build
cmake -DCMAKE_TOOLCHAIN_FILE=../toolchains/ios.toolchain.cmake -DPLATFORM=MAC -DARCHS="x86_64" \
-DDEPLOYMENT_TARGET=$MAC_DEPLOYMENT_TARGET -DENABLE_BITCODE=$ENABLE_BITCODE -DENABLE_ARC=$ENABLE_ARC -DENABLE_VISIBILITY=$ENABLE_VISIBILITY \
-DNCNN_VULKAN=OFF -DNCNN_PYTHON=ON -DNCNN_BUILD_TOOLS=OFF -DNCNN_BUILD_EXAMPLES=OFF ..
cmake --build . -j 4
- name: build
if: matrix.os == 'windows-latest'
run: |
mkdir build; cd build
cmake -T v142,host=x64 -A x64 -DNCNN_VULKAN=OFF -DNCNN_PYTHON=ON -DNCNN_BUILD_TOOLS=OFF -DNCNN_BUILD_EXAMPLES=OFF ..
cmake --build . --config Release -j 4
- name: build-python
run: cd python && pip install .
- name: test
if: matrix.os == 'ubuntu-latest'
run: |
export VK_ICD_FILENAMES="$GITHUB_WORKSPACE/swiftshader-install/vk_swiftshader_icd.json"
cd python && pytest tests
- name: test
if: matrix.os != 'ubuntu-latest'
run: |
cd python && pytest tests