Add support for multi-GPU measurement processes #2834
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| name: Testing::x86_64::LKokkos::CUDA::Python | |
| on: | |
| workflow_call: | |
| inputs: | |
| lightning-version: | |
| type: string | |
| required: true | |
| description: The version of Lightning to use. Valid values are either 'release' (most recent release candidate), 'stable' (most recent git-tag) or 'latest' (most recent commit from master) | |
| pennylane-version: | |
| type: string | |
| required: true | |
| description: The version of PennyLane to use. Valid values are either 'release' (most recent release candidate), 'stable' (most recent git-tag) or 'latest' (most recent commit from master) | |
| pull_request: | |
| types: | |
| - opened | |
| - reopened | |
| - synchronize | |
| - ready_for_review | |
| paths-ignore: | |
| - .github/** | |
| - '!.github/workflows/tests_lkcuda_python.yml' | |
| - pennylane_lightning/core/_version.py | |
| - pennylane_lightning/core/src/simulators/lightning_gpu/** | |
| - pennylane_lightning/core/src/simulators/lightning_qubit/** | |
| - pennylane_lightning/core/src/simulators/lightning_tensor/** | |
| - pennylane_lightning/lightning_gpu/** | |
| - pennylane_lightning/lightning_qubit/** | |
| - pennylane_lightning/lightning_tensor/** | |
| push: | |
| branches: | |
| - master | |
| env: | |
| CI_CUDA_ARCH: 86 | |
| COVERAGE_FLAGS: "--cov=pennylane_lightning --cov-report=term-missing --cov-report=xml:./coverage.xml --no-flaky-report -p no:warnings --tb=native" | |
| GCC_VERSION: 11 | |
| TF_VERSION: 2.10.0 | |
| TORCH_VERSION: 1.11.0+cpu | |
| concurrency: | |
| group: tests_lkcuda_python-${{ github.ref }}-${{ github.event_name }}-${{ inputs.lightning-version }}-${{ inputs.pennylane-version }} | |
| cancel-in-progress: true | |
| jobs: | |
| builddeps: | |
| if: github.event.pull_request.draft == false | |
| runs-on: | |
| - self-hosted | |
| - ubuntu-22.04 | |
| - gpu | |
| strategy: | |
| max-parallel: 1 | |
| matrix: | |
| os: [ubuntu-22.04] | |
| exec_model: ["CUDA"] | |
| kokkos_version: ["4.3.01"] | |
| steps: | |
| - name: Validate GPU version and installed compiler | |
| run: | | |
| source /etc/profile.d/modules.sh | |
| module use /opt/modules | |
| module load cuda/12.2 | |
| echo "${PATH}" >> $GITHUB_PATH | |
| echo "LD_LIBRARY_PATH=${LD_LIBRARY_PATH}" >> $GITHUB_ENV | |
| nvcc --version | |
| nvidia-smi | |
| - name: Clone Kokkos repository | |
| run: | | |
| rm -rf kokkos_${{ matrix.exec_model }} | |
| git clone --branch ${{ matrix.kokkos_version }} https://github.com/kokkos/kokkos.git kokkos_${{ matrix.exec_model }} | |
| pushd . &> /dev/null | |
| - name: Build Kokkos core library (Ubuntu) | |
| run: | | |
| rm -rf ${{ github.workspace }}/Kokkos_install/${{ matrix.exec_model }} | |
| mkdir -p ${{ github.workspace }}/Kokkos_install/${{ matrix.exec_model }} | |
| cd kokkos_${{ matrix.exec_model }} | |
| cmake -BBuild . -DCMAKE_INSTALL_PREFIX=${{ github.workspace }}/Kokkos_install/${{ matrix.exec_model }} \ | |
| -DKokkos_ENABLE_COMPLEX_ALIGN=OFF \ | |
| -DKokkos_ENABLE_SERIAL=ON \ | |
| -DKokkos_ENABLE_${{ matrix.exec_model }}=ON \ | |
| -DKokkos_ENABLE_DEPRECATION_WARNINGS=OFF \ | |
| -DCMAKE_CXX_COMPILER="$(which g++-$GCC_VERSION)" \ | |
| -DCMAKE_CXX_STANDARD=20 \ | |
| -DCMAKE_POSITION_INDEPENDENT_CODE=ON \ | |
| -G Ninja | |
| cmake --build ./Build --verbose | |
| cmake --install ./Build | |
| cd - | |
| - name: Test Kokkos core library (Ubuntu) | |
| env: | |
| CMAKE_PREFIX_PATH: ${{ github.workspace }}/Kokkos_install/${{ matrix.exec_model }} | |
| run: | | |
| sudo apt-get update && sudo apt-get -y -q install gfortran-$GCC_VERSION | |
| cd kokkos_${{ matrix.exec_model }}/example/build_cmake_installed | |
| which -a gfortran || which -a gfortran-$GCC_VERSION | |
| cmake -B build -DCMAKE_Fortran_COMPILER=gfortran-$GCC_VERSION | |
| cmake --build build | |
| cmake --build build --target test | |
| - name: Cache installation directories | |
| id: kokkos-cache | |
| uses: actions/cache/save@v4 | |
| with: | |
| key: ${{ matrix.os }}-kokkos${{ matrix.kokkos_version }}-${{ matrix.exec_model }} | |
| path: ${{ github.workspace }}/Kokkos_install/${{ matrix.exec_model }} | |
| retention-days: 1 | |
| pythontestswithKokkos: | |
| needs: [builddeps] | |
| strategy: | |
| matrix: | |
| os: [ubuntu-22.04] | |
| pl_backend: ["lightning_kokkos", "all"] | |
| exec_model: ["CUDA"] | |
| kokkos_version: ["4.3.01"] | |
| name: Python Tests (${{ matrix.pl_backend }}, kokkos-${{ matrix.kokkos_version }}, model-${{ matrix.exec_model }}) | |
| runs-on: | |
| - ${{ matrix.os }} | |
| - self-hosted | |
| - gpu | |
| steps: | |
| - name: Validate GPU version and installed compiler | |
| run: | | |
| source /etc/profile.d/modules.sh | |
| module use /opt/modules | |
| module load cuda/12.2 | |
| echo "${PATH}" >> $GITHUB_PATH | |
| echo "LD_LIBRARY_PATH=${LD_LIBRARY_PATH}" >> $GITHUB_ENV | |
| nvcc --version | |
| nvidia-smi | |
| - name: Restoring cached dependencies | |
| id: kokkos-cache | |
| uses: actions/cache/restore@v4 | |
| with: | |
| path: ${{ github.workspace }}/Kokkos_install/${{ matrix.exec_model }} | |
| key: ${{ matrix.os }}-kokkos${{ matrix.kokkos_version }}-${{ matrix.exec_model }} | |
| restore-keys: ${{ matrix.os }}-kokkos${{ matrix.kokkos_version }}-${{ matrix.exec_model }} | |
| - name: Copy cached libraries | |
| run: | | |
| mkdir -p ${{ github.workspace }}/Kokkos | |
| ls -ltrh | |
| cp -r ${{ github.workspace }}/Kokkos_install/${{ matrix.exec_model }}/* ${{ github.workspace }}/Kokkos | |
| - name: Checkout PennyLane-Lightning | |
| uses: actions/checkout@v4 | |
| with: | |
| path: main | |
| fetch-tags: true | |
| - name: Switch to release build of Lightning | |
| if: inputs.lightning-version == 'release' | |
| run: | | |
| cd main | |
| git fetch --all | |
| git checkout $(git branch -a --list "origin/v0.*rc*" | sort | tail -1) | |
| - name: Switch to stable build of Lightning | |
| if: inputs.lightning-version == 'stable' | |
| run: | | |
| cd main | |
| git fetch --tags --force | |
| git checkout latest_release | |
| git log -1 --format='%H' | |
| git status | |
| - uses: actions/setup-python@v5 | |
| name: Install Python | |
| with: | |
| python-version: '3.10' | |
| # Since the self-hosted runner can be re-used. It is best to set up all package | |
| # installations in a virtual environment that gets cleaned at the end of each workflow run | |
| - name: Setup Python virtual environment | |
| id: setup_venv | |
| env: | |
| VENV_NAME: ${{ github.workspace }}/venv_${{ steps.setup_python.outputs.python-version }}_${{ github.sha }} | |
| run: | | |
| # Clear any pre-existing venvs | |
| rm -rf venv_* | |
| # Create new venv for this workflow_run | |
| python --version | |
| python -m venv ${{ env.VENV_NAME }} | |
| # Add the venv to PATH for subsequent steps | |
| echo ${{ env.VENV_NAME }}/bin >> $GITHUB_PATH | |
| # Adding venv name as an output for subsequent steps to reference if needed | |
| echo "venv_name=${{ env.VENV_NAME }}" >> $GITHUB_OUTPUT | |
| echo "Python_ROOT_DIR=${{ env.VENV_NAME }}" >> $GITHUB_ENV | |
| echo "Python3_ROOT_DIR=${{ env.VENV_NAME }}" >> $GITHUB_ENV | |
| # Adding venv site-packages to output for subsequent step to referecen if needed | |
| echo "site_packages_dir=$(${{ env.VENV_NAME }}/bin/python -c 'import sysconfig; print(sysconfig.get_path("platlib"))')" >> $GITHUB_OUTPUT | |
| - name: Install dependencies | |
| run: sudo apt-get update && sudo apt-get -y -q install cmake gcc-$GCC_VERSION g++-$GCC_VERSION | |
| - name: Get required Python packages | |
| run: | | |
| cd main | |
| python -m pip install -r requirements-dev.txt | |
| python -m pip install openfermionpyscf | |
| - name: Checkout PennyLane for release build | |
| if: inputs.pennylane-version == 'release' | |
| uses: actions/checkout@v4 | |
| with: | |
| path: pennylane | |
| repository: PennyLaneAI/pennylane | |
| - name: Switch to release build of PennyLane | |
| if: inputs.pennylane-version == 'release' | |
| run: | | |
| cd pennylane | |
| git fetch --all | |
| git checkout $(git branch -a --list "origin/v0.*rc*" | sort | tail -1) | |
| python -m pip uninstall -y pennylane && python -m pip install . -vv --no-deps | |
| - name: Install Stable PennyLane | |
| if: inputs.pennylane-version == 'stable' | |
| run: | | |
| cd main | |
| python -m pip uninstall -y pennylane && python -m pip install -U pennylane | |
| - name: Install ML libraries for interfaces | |
| run: | | |
| python -m pip install --upgrade torch==$TORCH_VERSION -f https://download.pytorch.org/whl/cpu/torch_stable.html | |
| python -m pip install --upgrade "jax[cpu]" # This also installs jaxlib | |
| python -m pip install --upgrade tensorflow~=$TF_VERSION keras~=$TF_VERSION | |
| - name: Install backend device | |
| if: ${{ matrix.pl_backend != 'all'}} | |
| run: | | |
| ls -l ${{ github.workspace }}/Kokkos | |
| cd main | |
| PL_BACKEND=lightning_qubit python scripts/configure_pyproject_toml.py || true | |
| PL_BACKEND=lightning_qubit SKIP_COMPILATION=True python -m pip install . -vv | |
| PL_BACKEND=${{ matrix.pl_backend }} python scripts/configure_pyproject_toml.py || true | |
| PL_BACKEND=${{ matrix.pl_backend }} CMAKE_ARGS="-DCMAKE_PREFIX_PATH=${{ github.workspace }}/Kokkos" \ | |
| python -m pip install . -vv | |
| - name: Run PennyLane-Lightning unit tests | |
| if: ${{ matrix.pl_backend != 'all'}} | |
| env: | |
| OMP_NUM_THREADS: 1 | |
| OMP_PROC_BIND: false | |
| run: | | |
| cd main/ | |
| DEVICENAME=`echo ${{ matrix.pl_backend }} | sed "s/_/./g"` | |
| PL_DEVICE=${DEVICENAME} python -m pytest tests/ -k "not test_native_mcm" $COVERAGE_FLAGS | |
| pl-device-test --device ${DEVICENAME} --skip-ops --shots=20000 $COVERAGE_FLAGS --cov-append | |
| pl-device-test --device ${DEVICENAME} --shots=None --skip-ops $COVERAGE_FLAGS --cov-append | |
| mv coverage.xml coverage-${{ github.job }}-${{ matrix.pl_backend }}.xml | |
| - name: Install all backend devices | |
| if: ${{ matrix.pl_backend == 'all' }} | |
| run: | | |
| cd main | |
| PL_BACKEND=lightning_qubit python scripts/configure_pyproject_toml.py || true | |
| PL_BACKEND=lightning_qubit python -m pip install . -vv | |
| PL_BACKEND="lightning_kokkos" python scripts/configure_pyproject_toml.py || true | |
| PL_BACKEND="lightning_kokkos" CMAKE_ARGS="-DCMAKE_PREFIX_PATH=${{ github.workspace }}/Kokkos" python -m pip install . -vv | |
| - name: Run PennyLane-Lightning unit tests for lightning.qubit with all devices installed | |
| if: ${{ matrix.pl_backend == 'all' }} | |
| env: | |
| OMP_NUM_THREADS: 1 | |
| OMP_PROC_BIND: false | |
| run: | | |
| cd main/ | |
| for device in lightning.qubit lightning.kokkos; do | |
| pl-device-test --device ${device} --skip-ops --shots=20000 $COVERAGE_FLAGS --cov-append | |
| pl-device-test --device ${device} --shots=None --skip-ops $COVERAGE_FLAGS --cov-append | |
| done | |
| mv coverage.xml coverage-${{ github.job }}-${{ matrix.pl_backend }}.xml | |
| - name: Upload code coverage results | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: ubuntu-codecov-results-python-${{ matrix.pl_backend }} | |
| path: ./main/coverage-${{ github.job }}-${{ matrix.pl_backend }}.xml | |
| retention-days: 1 | |
| if-no-files-found: error | |
| include-hidden-files: true |