176 lines
6.9 KiB
YAML
176 lines
6.9 KiB
YAML
name: Build cmake
|
|
inputs:
|
|
opt_level:
|
|
description: 'Compile options / optimization level.'
|
|
required: false
|
|
default: generic
|
|
gpu:
|
|
description: 'Enable GPU support.'
|
|
required: false
|
|
default: OFF
|
|
raft:
|
|
description: 'Enable RAFT support.'
|
|
required: false
|
|
default: OFF
|
|
rocm:
|
|
description: 'Enable ROCm support.'
|
|
required: false
|
|
default: OFF
|
|
runs:
|
|
using: composite
|
|
steps:
|
|
- name: Setup miniconda
|
|
uses: conda-incubator/setup-miniconda@v3
|
|
with:
|
|
python-version: '3.11'
|
|
miniconda-version: latest
|
|
- name: Configure build environment
|
|
shell: bash
|
|
run: |
|
|
# initialize Conda
|
|
conda config --set solver libmamba
|
|
conda update -y -q conda
|
|
echo "$CONDA/bin" >> $GITHUB_PATH
|
|
|
|
conda install -y -q -c conda-forge numpy=2.1.0
|
|
conda install -y -q python=3.11 cmake make swig scipy pytest
|
|
|
|
# install base packages for ARM64
|
|
if [ "${{ runner.arch }}" = "ARM64" ]; then
|
|
conda install -y -q -c conda-forge openblas gxx_linux-aarch64 sysroot_linux-aarch64
|
|
fi
|
|
|
|
# install base packages for X86_64
|
|
if [ "${{ runner.arch }}" = "X64" ]; then
|
|
# TODO: merge this with ARM64
|
|
conda install -y -q -c conda-forge gxx_linux-64 sysroot_linux-64
|
|
conda install -y -q mkl=2023 mkl-devel=2023
|
|
fi
|
|
|
|
# install CUDA packages
|
|
if [ "${{ inputs.gpu }}" = "ON" ] && [ "${{ inputs.raft }}" = "OFF" ]; then
|
|
conda install -y -q cuda-toolkit -c "nvidia/label/cuda-12.4.0"
|
|
fi
|
|
|
|
# install RAFT packages
|
|
if [ "${{ inputs.raft }}" = "ON" ]; then
|
|
conda install -y -q libraft cuda-version=12.4 cuda-toolkit -c rapidsai-nightly -c "nvidia/label/cuda-12.4.0" -c conda-forge
|
|
fi
|
|
|
|
# install test packages
|
|
conda install -y pytest
|
|
if [ "${{ inputs.rocm }}" = "ON" ]; then
|
|
: # skip torch install via conda, we need to install via pip to get
|
|
# ROCm-enabled version until it's supported in conda by PyTorch
|
|
elif [ "${{ inputs.gpu }}" = "ON" ]; then
|
|
conda install -y -q "pytorch>=2" pytorch-cuda=12.4 -c pytorch -c nvidia/label/cuda-12.4.0
|
|
else
|
|
conda install -y -q "pytorch>=2" -c pytorch
|
|
fi
|
|
- name: ROCm - Install dependencies
|
|
if: inputs.rocm == 'ON'
|
|
shell: bash
|
|
run: |
|
|
# Update repos and install kmod, wget, gpg
|
|
sudo apt-get update
|
|
sudo apt-get install -y kmod wget gpg
|
|
|
|
# Get UBUNTU version name
|
|
UBUNTU_VERSION_NAME=`cat /etc/os-release | grep UBUNTU_CODENAME | awk -F= '{print $2}'`
|
|
|
|
# Set ROCm version
|
|
ROCM_VERSION="6.1.1"
|
|
|
|
# Download, prepare, and install the package signing key
|
|
mkdir --parents --mode=0755 /etc/apt/keyrings
|
|
wget https://repo.radeon.com/rocm/rocm.gpg.key -O - | gpg --dearmor | sudo tee /etc/apt/keyrings/rocm.gpg > /dev/null
|
|
|
|
# Add rocm repository
|
|
wget -qO - http://repo.radeon.com/rocm/rocm.gpg.key | sudo apt-key add -
|
|
rocm_baseurl="http://repo.radeon.com/rocm/apt/${ROCM_VERSION}"
|
|
echo "deb [arch=amd64] ${rocm_baseurl} ${UBUNTU_VERSION_NAME} main" | sudo tee /etc/apt/sources.list.d/rocm.list
|
|
sudo apt-get update --allow-insecure-repositories
|
|
sudo apt-get install -y --allow-unauthenticated \
|
|
"rocm-dev${ROCM_VERSION}" "rocm-utils${ROCM_VERSION}" "rocm-libs${ROCM_VERSION}"
|
|
|
|
# Fake presence of MI200-class accelerators
|
|
echo "gfx90a" | sudo tee /opt/rocm/bin/target.lst
|
|
|
|
# Cleanup
|
|
sudo apt-get autoclean && sudo apt-get clean
|
|
sudo rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
|
|
- name: ROCm - Hipify
|
|
if: inputs.rocm == 'ON'
|
|
shell: bash
|
|
run: ./faiss/gpu/hipify.sh
|
|
- name: Symblink system dependencies
|
|
if: inputs.raft == 'ON' || inputs.rocm == 'ON'
|
|
shell: bash
|
|
run: |
|
|
# symblink system libraries for HIP compiler
|
|
sudo ln -s /lib/x86_64-linux-gnu/libc.so.6 /lib64/libc.so.6
|
|
sudo ln -s /lib/x86_64-linux-gnu/libc_nonshared.a /usr/lib64/libc_nonshared.a
|
|
sudo ln -s /usr/lib/x86_64-linux-gnu/libpthread.so.0 /lib64/libpthread.so.0
|
|
sudo ln -s $HOME/miniconda3/x86_64-conda-linux-gnu/sysroot/usr/lib64/libpthread_nonshared.a /usr/lib64/libpthread_nonshared.a
|
|
- name: Build all targets
|
|
shell: bash
|
|
run: |
|
|
eval "$(conda shell.bash hook)"
|
|
conda activate
|
|
cmake -B build \
|
|
-DBUILD_TESTING=ON \
|
|
-DBUILD_SHARED_LIBS=ON \
|
|
-DFAISS_ENABLE_GPU=${{ inputs.gpu }} \
|
|
-DFAISS_ENABLE_RAFT=${{ inputs.raft }} \
|
|
-DFAISS_ENABLE_ROCM=${{ inputs.rocm }} \
|
|
-DFAISS_OPT_LEVEL=${{ inputs.opt_level }} \
|
|
-DFAISS_ENABLE_C_API=ON \
|
|
-DPYTHON_EXECUTABLE=$CONDA/bin/python \
|
|
-DCMAKE_BUILD_TYPE=Release \
|
|
-DBLA_VENDOR=${{ runner.arch == 'X64' && 'Intel10_64_dyn' || '' }} \
|
|
-DCMAKE_CUDA_FLAGS=${{ runner.arch == 'X64' && '"-gencode arch=compute_75,code=sm_75"' || '' }} \
|
|
.
|
|
make -k -C build -j$(nproc)
|
|
- name: C++ tests
|
|
if: inputs.rocm == 'OFF'
|
|
shell: bash
|
|
run: |
|
|
export GTEST_OUTPUT="xml:$(realpath .)/test-results/googletest/"
|
|
make -C build test
|
|
- name: Install Python extension
|
|
shell: bash
|
|
working-directory: build/faiss/python
|
|
run: |
|
|
$CONDA/bin/python setup.py install
|
|
- name: ROCm - install ROCm-enabled torch via pip
|
|
if: inputs.rocm == 'ON'
|
|
shell: bash
|
|
run: |
|
|
pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/rocm6.1
|
|
- name: Python tests (CPU only)
|
|
if: inputs.gpu == 'OFF'
|
|
shell: bash
|
|
run: |
|
|
pytest --junitxml=test-results/pytest/results.xml tests/test_*.py
|
|
pytest --junitxml=test-results/pytest/results-torch.xml tests/torch_*.py
|
|
- name: Python tests (CPU + GPU)
|
|
if: inputs.gpu == 'ON'
|
|
shell: bash
|
|
run: |
|
|
pytest --junitxml=test-results/pytest/results.xml tests/test_*.py
|
|
pytest --junitxml=test-results/pytest/results-torch.xml tests/torch_*.py
|
|
cp tests/common_faiss_tests.py faiss/gpu/test
|
|
pytest --junitxml=test-results/pytest/results-gpu.xml faiss/gpu/test/test_*.py
|
|
pytest --junitxml=test-results/pytest/results-gpu-torch.xml faiss/gpu/test/torch_*.py
|
|
- name: Test avx2 loading
|
|
if: inputs.opt_level == 'avx2'
|
|
shell: bash
|
|
run: |
|
|
FAISS_DISABLE_CPU_FEATURES=AVX2 LD_DEBUG=libs $CONDA/bin/python -c "import faiss" 2>&1 | grep faiss.so
|
|
LD_DEBUG=libs $CONDA/bin/python -c "import faiss" 2>&1 | grep faiss_avx2.so
|
|
- name: Upload test results
|
|
uses: actions/upload-artifact@v4
|
|
with:
|
|
name: test-results-arch=${{ runner.arch }}-opt=${{ inputs.opt_level }}-gpu=${{ inputs.gpu }}-raft=${{ inputs.raft }}-rocm=${{ inputs.rocm }}
|
|
path: test-results
|