diff --git a/.github/actions/build_cmake/action.yml b/.github/actions/build_cmake/action.yml new file mode 100644 index 0000000000..7eda89bacc --- /dev/null +++ b/.github/actions/build_cmake/action.yml @@ -0,0 +1,103 @@ +name: Build cmake +inputs: + opt_level: + description: 'The optimization level' + required: false + default: generic + gpu: + description: 'The GPU to use' + required: false + default: OFF + raft: + description: 'The raft to use' + required: false + default: OFF +runs: + using: composite + steps: + - name: Setup miniconda + uses: conda-incubator/setup-miniconda@v3.0.3 + with: + python-version: '3.11' + miniconda-version: latest + - name: Set up environment + shell: bash + run: | + conda config --set solver libmamba + conda update -y -q conda + - name: Install env using main channel + if: inputs.raft == 'OFF' + shell: bash + run: | + conda install -y -q python=3.11 cmake make swig=4.0.2 mkl=2023 mkl-devel=2023 numpy scipy pytest gxx_linux-64 sysroot_linux-64 + - name: Install env using conda-forge channel + if: inputs.raft == 'ON' + shell: bash + run: | + conda install -y -q python=3.11 cmake make swig=4.0.2 mkl=2023 mkl-devel=2023 numpy scipy pytest gxx_linux-64 sysroot_linux-64=2.28 libraft cuda-version=11.8 cuda-toolkit -c rapidsai-nightly -c "nvidia/label/cuda-11.8.0" -c conda-forge + - name: Install CUDA + if: inputs.gpu == 'ON' && inputs.raft == 'OFF' + shell: bash + run: | + conda install -y -q cuda-toolkit -c "nvidia/label/cuda-11.8.0" + - 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=${{ inputs.raft }} \ + -DFAISS_OPT_LEVEL=${{ inputs.opt_level }} \ + -DFAISS_ENABLE_C_API=ON \ + -DPYTHON_EXECUTABLE=$CONDA/bin/python \ + -DCMAKE_BUILD_TYPE=Release \ + -DBLA_VENDOR=Intel10_64_dyn \ + -DCMAKE_CUDA_FLAGS="-gencode arch=compute_75,code=sm_75" \ + . + make -k -C build -j$(nproc) + - name: C++ tests + 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: | + $CONDA/bin/python setup.py install + - name: Install pytest + shell: bash + run: | + conda install -y pytest + echo "$CONDA/bin" >> $GITHUB_PATH + - name: Python tests (CPU only) + if: inputs.gpu == 'OFF' + shell: bash + run: | + conda install -y -q pytorch -c pytorch + 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: | + conda install -y -q pytorch pytorch-cuda=11.8 -c pytorch -c nvidia/label/cuda-11.8.0 + 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 $CONDA/bin/python -c "import faiss" 2>&1 | grep faiss_avx2.so + - name: Upload test results + uses: actions/upload-artifact@v4.3.1 + with: + name: test-results-${{ inputs.opt_level }}-${{ inputs.gpu }}-${{ inputs.raft }} + path: test-results diff --git a/.github/actions/build_conda/action.yml b/.github/actions/build_conda/action.yml new file mode 100644 index 0000000000..7e4510b4b2 --- /dev/null +++ b/.github/actions/build_conda/action.yml @@ -0,0 +1,98 @@ +name: Build conda +description: Build conda +inputs: + label: + description: "Label" + default: "" + required: false + cuda: + description: "cuda" + default: "" + required: false + raft: + description: "raft" + default: "" + required: false + compiler_version: + description: "compiler_version" + default: "" + required: false +runs: + using: composite + steps: + - name: Choose shell + shell: bash + id: choose_shell + run: | + # if runner.os != 'Windows' use bash, else use pwsh + if [ "${{ runner.os }}" != "Windows" ]; then + echo "shell=bash" >> "$GITHUB_OUTPUT" + else + echo "shell=pwsh" >> "$GITHUB_OUTPUT" + fi + - name: Setup miniconda + uses: conda-incubator/setup-miniconda@v3.0.3 + with: + python-version: '3.11' + miniconda-version: latest + - name: Install conda build tools + shell: ${{ steps.choose_shell.outputs.shell }} + run: | + # conda config --set solver libmamba + # conda config --set verbosity 3 + conda update -y -q conda + conda install -y -q conda-build + - name: Enable anaconda uploads + if: inputs.label != '' + shell: ${{ steps.choose_shell.outputs.shell }} + env: + PACKAGE_TYPE: inputs.label + run: | + conda install -y -q anaconda-client + conda config --set anaconda_upload yes + - name: Conda build (CPU) + if: inputs.label == '' && inputs.cuda == '' + shell: ${{ steps.choose_shell.outputs.shell }} + working-directory: conda + run: | + conda build faiss --python 3.11 -c pytorch + - name: Conda build (CPU) w/ anaconda upload + if: inputs.label != '' && inputs.cuda == '' + shell: ${{ steps.choose_shell.outputs.shell }} + working-directory: conda + env: + PACKAGE_TYPE: inputs.label + run: | + conda build faiss --user pytorch --label ${{ inputs.label }} -c pytorch + - name: Conda build (GPU) + if: inputs.label == '' && inputs.cuda != '' && inputs.raft == '' + shell: ${{ steps.choose_shell.outputs.shell }} + working-directory: conda + run: | + conda build faiss-gpu --variants '{ "cudatoolkit": "${{ inputs.cuda }}", "c_compiler_version": "${{ inputs.compiler_version }}", "cxx_compiler_version": "${{ inputs.compiler_version }}" }' \ + -c pytorch -c nvidia/label/cuda-${{ inputs.cuda }} -c nvidia + - name: Conda build (GPU) w/ anaconda upload + if: inputs.label != '' && inputs.cuda != '' && inputs.raft == '' + shell: ${{ steps.choose_shell.outputs.shell }} + working-directory: conda + env: + PACKAGE_TYPE: inputs.label + run: | + conda build faiss-gpu --variants '{ "cudatoolkit": "${{ inputs.cuda }}", "c_compiler_version": "${{ inputs.compiler_version }}", "cxx_compiler_version": "${{ inputs.compiler_version }}" }' \ + --user pytorch --label ${{ inputs.label }} -c pytorch -c nvidia/label/cuda-${{ inputs.cuda }} -c nvidia + - name: Conda build (GPU w/ RAFT) + if: inputs.label == '' && inputs.cuda != '' && inputs.raft != '' + shell: ${{ steps.choose_shell.outputs.shell }} + working-directory: conda + run: | + conda build faiss-gpu-raft --variants '{ "cudatoolkit": "${{ inputs.cuda }}", "c_compiler_version": "${{ inputs.compiler_version }}", "cxx_compiler_version": "${{ inputs.compiler_version }}" }' \ + -c pytorch -c nvidia/label/cuda-${{ inputs.cuda }} -c nvidia -c rapidsai -c rapidsai-nightly -c conda-forge + - name: Conda build (GPU w/ RAFT) w/ anaconda upload + if: inputs.label != '' && inputs.cuda != '' && inputs.raft != '' + shell: ${{ steps.choose_shell.outputs.shell }} + working-directory: conda + env: + PACKAGE_TYPE: inputs.label + run: | + conda build faiss-gpu-raft --variants '{ "cudatoolkit": "${{ inputs.cuda }}", "c_compiler_version": "${{ inputs.compiler_version }}", "cxx_compiler_version": "${{ inputs.compiler_version }}" }' \ + --user pytorch --label ${{ inputs.label }} -c pytorch -c nvidia/label/cuda-${{ inputs.cuda }} -c nvidia -c rapidsai -c rapidsai-nightly -c conda-forge diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml new file mode 100644 index 0000000000..03c19f1642 --- /dev/null +++ b/.github/workflows/build.yml @@ -0,0 +1,197 @@ +name: Build +on: + workflow_dispatch: + pull_request: + branches: + - main + push: + tags: + - 'v*' +env: + OMP_NUM_THREADS: '10' + MKL_THREADING_LAYER: GNU +jobs: + format: + if: false # disabled during migration to GitHub Actions + runs-on: ubuntu-latest + steps: + - name: Checkout + uses: actions/checkout@v4.1.1 + - name: Install clang-format + run: | + sudo apt-get update + sudo apt-get install -y git-core clang-format-11 + - name: Verify clang-format + run: | + git ls-files | grep -E '\.(cpp|h|cu|cuh)$' | xargs clang-format-11 -i + if git diff --quiet; then + echo "Formatting OK!" + else + echo "Formatting not OK!" + echo "------------------" + git --no-pager diff --color + exit 1 + fi + linux-x86_64-cmake: + runs-on: ubuntu-latest + steps: + - name: Checkout + uses: actions/checkout@v4.1.1 + - uses: ./.github/actions/build_cmake + linux-x86_64-AVX2-cmake: + runs-on: ubuntu-latest + steps: + - name: Checkout + uses: actions/checkout@v4.1.1 + - uses: ./.github/actions/build_cmake + with: + opt_level: avx2 + linux-x86_64-AVX512-cmake: + if: false # disabled during migration to GitHub Actions + runs-on: ubuntu-latest + steps: + - name: Checkout + uses: actions/checkout@v4.1.1 + - uses: ./.github/actions/build_cmake + with: + opt_level: avx512 + linux-x86_64-GPU-cmake: + if: false # disabled during migration to GitHub Actions + needs: linux-x86_64-AVX2-cmake + runs-on: 4-core-ubuntu-gpu-t4 + steps: + - name: Checkout + uses: actions/checkout@v4.1.1 + - uses: ./.github/actions/build_cmake + with: + gpu: ON + linux-x86_64-GPU-w-RAFT-cmake: + if: false # disabled during migration to GitHub Actions + needs: linux-x86_64-GPU-cmake + runs-on: 4-core-ubuntu-gpu-t4 + steps: + - name: Checkout + uses: actions/checkout@v4.1.1 + - uses: ./.github/actions/build_cmake + with: + gpu: ON + raft: ON + linux-x86_64-conda: + if: false # disabled during migration to GitHub Actions + runs-on: ubuntu-latest + steps: + - name: Checkout + uses: actions/checkout@v4.1.1 + - uses: ./.github/actions/build_conda + windows-x86_64-conda: + if: false # disabled during migration to GitHub Actions + runs-on: windows-latest + steps: + - name: Checkout + uses: actions/checkout@v4.1.1 + - uses: ./.github/actions/build_conda + linux-arm64-conda: + if: false # disabled during migration to GitHub Actions + runs-on: 4-core-arm + steps: + - name: Checkout + uses: actions/checkout@v4.1.1 + - uses: ./.github/actions/build_conda + linux-x86_64-packages: + if: false # disabled during migration to GitHub Actions + #if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v') + runs-on: ubuntu-latest + steps: + - name: Checkout + uses: actions/checkout@v4.1.1 + - uses: ./.github/actions/build_conda + with: + label: main + linux-x86_64-GPU-packages-CUDA-11-4-4: + if: false # disabled during migration to GitHub Actions + #if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v') + runs-on: 4-core-ubuntu-gpu-t4 + env: + CUDA_ARCHS: "60-real;61-real;62-real;70-real;72-real;75-real;80;86-real" + steps: + - name: Checkout + uses: actions/checkout@v4.1.1 + - uses: ./.github/actions/build_conda + with: + label: main + cuda: "11.4.4" + compiler_version: "11.2" + linux-x86_64-GPU-RAFT-packages-CUDA11-8-0: + if: false # disabled during migration to GitHub Actions + #if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v') + runs-on: 4-core-ubuntu-gpu-t4 + env: + CUDA_ARCHS: "70-real;72-real;75-real;80;86-real" + steps: + - name: Checkout + uses: actions/checkout@v4.1.1 + - uses: ./.github/actions/build_conda + with: + label: main + raft: "ON" + cuda: "11.8.0" + compiler_version: "11.2" + linux-x86_64-GPU-packages-CUDA-12-1-1: + if: false # disabled during migration to GitHub Actions + #if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v') + runs-on: 4-core-ubuntu-gpu-t4 + env: + CUDA_ARCHS: "70-real;72-real;75-real;80;86-real" + steps: + - name: Checkout + uses: actions/checkout@v4.1.1 + - uses: ./.github/actions/build_conda + with: + label: main + cuda: "12.1.1" + compiler_version: "11.2" + linux-x86_64-GPU-RAFT-packages-CUDA12-1-1: + if: false # disabled during migration to GitHub Actions + #if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v') + runs-on: 4-core-ubuntu-gpu-t4 + env: + CUDA_ARCHS: "70-real;72-real;75-real;80;86-real" + steps: + - name: Checkout + uses: actions/checkout@v4.1.1 + - uses: ./.github/actions/build_conda + with: + label: main + raft: "ON" + cuda: "12.1.1" + compiler_version: "11.2" + windows-x86_64-packages: + if: false # disabled during migration to GitHub Actions + #if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v') + runs-on: windows-latest + steps: + - name: Checkout + uses: actions/checkout@v4.1.1 + - uses: ./.github/actions/build_conda + with: + label: main + OSX-arm64-packages: + if: false # disabled during migration to GitHub Actions + #if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v') + runs-on: macos-13 + steps: + - name: Checkout + uses: actions/checkout@v4.1.1 + - uses: ./.github/actions/build_conda + with: + label: main + linux-arm64-packages: + if: false # disabled during migration to GitHub Actions + #if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v') + runs-on: 4-core-arm + steps: + - name: Checkout + uses: actions/checkout@v4.1.1 + - uses: ./.github/actions/build_conda + with: + label: main