PennyLaneAI · maliasadi · Sep 13, 2023 · Sep 7, 2023 · Sep 8, 2023 · Sep 8, 2023
diff --git a/.github/CHANGELOG.md b/.github/CHANGELOG.md
@@ -30,6 +30,8 @@
 * Add support for dependent external packages to C++ core.
   [(#482)](https://github.com/PennyLaneAI/pennylane-lightning/pull/482)
 
+* Add support for building multiple backend simulators.
+  [(#497)](https://github.com/PennyLaneAI/pennylane-lightning/pull/497)
 
 ### Documentation
 

diff --git a/.github/workflows/tests_linux.yml b/.github/workflows/tests_linux.yml
@@ -486,4 +486,61 @@ jobs:
         uses: codecov/codecov-action@v3
         with:
           fail_ci_if_error: true
-          token: ${{ secrets.CODECOV_TOKEN }}
+          token: ${{ secrets.CODECOV_TOKEN }}
+
+  cpptestsWithMultipleBackends:
+  # Device-specific tests are performed for both. Device-agnostic tests default to LightningQubit.
+    needs: [build_and_cache_Kokkos]
+    strategy:
+      matrix:
+        os: [ubuntu-22.04]
+        exec_model: ${{ fromJson(needs.build_and_cache_Kokkos.outputs.exec_model) }}
+        kokkos_version: ${{ fromJson(needs.build_and_cache_Kokkos.outputs.kokkos_version) }}
+
+    name: C++ tests (multiple backends)
+    runs-on: ${{ matrix.os }}
+
+    steps:
+      - uses: actions/setup-python@v4
+        name: Install Python
+        with:
+          python-version: '3.9'
+
+      - name: Checkout PennyLane-Lightning
+        uses: actions/checkout@v3
+
+      - name: Restoring cached dependencies
+        id: kokkos-cache
+        uses: actions/cache@v3
+        with:
+          path: ${{ github.workspace}}/Kokkos_install/${{ matrix.exec_model }}
+          key: ${{ matrix.os }}-kokkos${{ matrix.kokkos_version }}-${{ matrix.exec_model }}
+
+      - name: Copy cached libraries
+        run: |
+          mkdir Kokkos/
+          cp -rf ${{ github.workspace}}/Kokkos_install/${{ matrix.exec_model }}/* Kokkos/
+
+      - name: Install dependencies
+        run: sudo apt-get update && sudo apt-get -y -q install cmake gcc-$GCC_VERSION  g++-$GCC_VERSION  ninja-build gcovr lcov
+
+      - name: Build and run unit tests
+        run: |
+            cmake . -BBuild -G Ninja \
+              -DCMAKE_BUILD_TYPE=RelWithDebInfo \
+              -DBUILD_TESTS=ON \
+              -DENABLE_PYTHON=OFF \
+              -DCMAKE_PREFIX_PATH=${{ github.workspace }}/Kokkos \
+              -DPL_BACKEND="lightning_qubit;lightning_kokkos" \
+              -DCMAKE_CXX_COMPILER=$(which g++-$GCC_VERSION)
+            cmake --build ./Build
+            cd ./Build
+            mkdir -p ./tests/results_multiple_backends
+            for file in *runner ; do ./$file --order lex --reporter junit --out ./tests/results_multiple_backends/report_$file.xml; done;
+
+      - name: Upload test results
+        uses: actions/upload-artifact@v3
+        if: always()
+        with:
+          name: ubuntu-tests-reports-${{ github.job }}-multiple-backends
+          path: ./Build/tests/results_multiple_backends/
diff --git a/CMakeLists.txt b/CMakeLists.txt
@@ -62,6 +62,17 @@ option(BUILD_BENCHMARKS "Enable cpp benchmarks" OFF)
 # Backend
 set(PL_BACKEND "lightning_qubit" CACHE STRING "PennyLane Lightning backend")
 
+# Python bindings are not supported while building multiple backend devices
+list(LENGTH PL_BACKEND PL_BACKEND_LEN)
+if ((${PL_BACKEND_LEN} GREATER 1) AND ENABLE_PYTHON)
+    message(FATAL_ERROR "Lightning does not provide Python support for building multiple backends. Requested backends: ${PL_BACKEND}")
+endif()
+
+# Print PL_BACKEND
+foreach(BACKEND ${PL_BACKEND})
+    message(STATUS "PL_BACKEND: ${BACKEND}")
+endforeach()
+
 # Process compile options
 list(APPEND CMAKE_MODULE_PATH "${CMAKE_CURRENT_SOURCE_DIR}/cmake")
 include("${CMAKE_CURRENT_SOURCE_DIR}/cmake/process_options.cmake")
@@ -94,12 +105,14 @@ target_link_libraries(pennylane_lightning INTERFACE lightning_observables
                                                     lightning_algorithms
                                                     )
 
-target_link_libraries(pennylane_lightning INTERFACE  ${PL_BACKEND} #simulator
-                                                    "${PL_BACKEND}_algorithms"
-                                                    "${PL_BACKEND}_observables"
-                                                    "${PL_BACKEND}_bindings"
-                                                    "${PL_BACKEND}_measurements"
-)
+foreach(BACKEND ${PL_BACKEND})
+    target_link_libraries(pennylane_lightning INTERFACE "${BACKEND}" #simulator
+                                                        "${BACKEND}_algorithms"
+                                                        "${BACKEND}_observables"
+                                                        "${BACKEND}_bindings"
+                                                        "${BACKEND}_measurements"
+                                                        )
+endforeach()
 
 target_include_directories(pennylane_lightning  INTERFACE "$<INSTALL_INTERFACE:${PROJECT_SOURCE_DIR}/pennylane_lightning/core/src;include>")
 

diff --git a/Makefile b/Makefile
@@ -4,6 +4,8 @@ PYTHON := python3
 COVERAGE := --cov=pennylane_lightning --cov-report term-missing --cov-report=html:coverage_html_report
 TESTRUNNER := -m pytest tests --tb=short
 
+PL_BACKEND?="$(if $(backend:-=),$(backend),lightning_qubit)"
+
 ifdef verbose
     VERBOSE := --verbose
 else
@@ -68,22 +70,22 @@ coverage:
 	pl-device-test --device $(if $(device:-=),$(device),lightning.qubit) --shots=None --skip-ops $(COVERAGE) --cov-append
 
 coverage-cpp:
-	@echo "Generating cpp coverage report in BuildCov/out for $(if $(backend:-=),$(backend),lightning_qubit) backend"
+	@echo "Generating cpp coverage report in BuildCov/out for $(PL_BACKEND) backend"
 	rm -rf ./BuildCov
-	cmake -BBuildCov  -DCMAKE_BUILD_TYPE=Debug -DBUILD_TESTS=ON -DENABLE_COVERAGE=ON -DPL_BACKEND=$(if $(backend:-=),$(backend),lightning_qubit)
+	cmake -BBuildCov -DCMAKE_BUILD_TYPE=Debug -DBUILD_TESTS=ON -DENABLE_COVERAGE=ON -DPL_BACKEND=$(PL_BACKEND)
 	cmake --build ./BuildCov
 	cd ./BuildCov; for file in *runner ; do ./$file; done; \
 	lcov --directory . -b ../pennylane_lightning/core/src --capture --output-file coverage.info; \
 	genhtml coverage.info --output-directory out
 
 build:
 	rm -rf ./Build
-	cmake -BBuild -DENABLE_BLAS=ON -DENABLE_KOKKOS=ON -DENABLE_WARNINGS=ON -DPL_BACKEND=$(if $(backend:-=),$(backend),lightning_qubit)
+	cmake -BBuild -G Ninja -DENABLE_BLAS=ON -DENABLE_KOKKOS=ON -DENABLE_WARNINGS=ON -DPL_BACKEND=$(PL_BACKEND)
 	cmake --build ./Build $(VERBOSE)
 
 test-cpp:
 	rm -rf ./BuildTests
-	cmake -BBuildTests -DCMAKE_BUILD_TYPE=Debug -DBUILD_TESTS=ON -DENABLE_KOKKOS=ON -DENABLE_OPENMP=ON -DENABLE_WARNINGS=ON -DPL_BACKEND=$(if $(backend:-=),$(backend),lightning_qubit)
+	cmake -BBuildTests -G Ninja -DCMAKE_BUILD_TYPE=Debug -DBUILD_TESTS=ON -DENABLE_KOKKOS=ON -DENABLE_OPENMP=ON -DENABLE_WARNINGS=ON -DPL_BACKEND=$(PL_BACKEND)
 ifdef target
 	cmake --build ./BuildTests $(VERBOSE) --target $(target)
 	OMP_PROC_BIND=false ./BuildTests/$(target)
@@ -94,7 +96,7 @@ endif
 
 test-cpp-blas:
 	rm -rf ./BuildTests
-	cmake -BBuildTests -DBUILD_TESTS=ON -DENABLE_BLAS=ON -DENABLE_WARNINGS=ON -DPL_BACKEND=$(if $(backend:-=),$(backend),lightning_qubit)
+	cmake -BBuildTests -G Ninja -DBUILD_TESTS=ON -DENABLE_BLAS=ON -DENABLE_WARNINGS=ON -DPL_BACKEND=$(PL_BACKEND)
 	cmake --build ./BuildTests $(VERBOSE)
 	cmake --build ./BuildTests $(VERBOSE) --target test
 
@@ -110,7 +112,7 @@ format-python:
 .PHONY: check-tidy
 check-tidy:
 	rm -rf ./BuildTidy
-	cmake -BBuildTidy -DENABLE_CLANG_TIDY=ON -DBUILD_TESTS=ON -DENABLE_WARNINGS=ON -DPL_BACKEND=$(if $(backend:-=),$(backend),lightning_qubit)
+	cmake -BBuildTidy -DENABLE_CLANG_TIDY=ON -DBUILD_TESTS=ON -DENABLE_WARNINGS=ON -DPL_BACKEND=$(PL_BACKEND)
 ifdef target
 	cmake --build ./BuildTidy $(VERBOSE) --target $(target)
 else

diff --git a/cmake/support_simulators.cmake b/cmake/support_simulators.cmake
@@ -26,13 +26,15 @@ MACRO(FIND_AND_ADD_SIMULATOR)
     # Finding the list of simulators:
     FIND_SIMULATORS_LIST(SIMULATORS_LIST)
 
-    if (${PL_BACKEND} IN_LIST SIMULATORS_LIST)
-        add_subdirectory(${PL_BACKEND})
-    else()
-        message("Could not find the required backend. Options found are:")
-        FOREACH(SIMULATOR ${SIMULATORS_LIST})
-            message("      * " ${SIMULATOR})
-        ENDFOREACH()
-        message(FATAL_ERROR "Building process will not proceed. Failed to find backend.")
-    endif()
-ENDMACRO()
+    FOREACH(BACKEND ${PL_BACKEND})
+        if (${BACKEND} IN_LIST SIMULATORS_LIST)
+            add_subdirectory(${BACKEND})
+        else()
+            message("Could not find the requested backend. Options found are:")
+            FOREACH(SIMULATOR ${SIMULATORS_LIST})
+                message("      * " ${SIMULATOR})
+            ENDFOREACH()
+            message(FATAL_ERROR "Building process will not proceed. Failed to find backend.")
+        endif()
+    ENDFOREACH()
+ENDMACRO()
diff --git a/pennylane_lightning/core/_version.py b/pennylane_lightning/core/_version.py
@@ -16,4 +16,4 @@
    Version number (major.minor.patch[-label])
 """
 
-__version__ = "0.33.0-dev7"
+__version__ = "0.33.0-dev8"
diff --git a/pennylane_lightning/core/src/algorithms/tests/CMakeLists.txt b/pennylane_lightning/core/src/algorithms/tests/CMakeLists.txt
@@ -20,10 +20,12 @@ target_link_libraries(algorithms_tests INTERFACE    Catch2::Catch2
                                                     )
 
 # Create dependencies on the dynamically defined simulator/backend targets.
-target_link_libraries(algorithms_tests INTERFACE    ${PL_BACKEND}
-                                                    "${PL_BACKEND}_algorithms"
-                                                    "${PL_BACKEND}_observables"
-)
+foreach(BACKEND ${PL_BACKEND})
+    target_link_libraries(algorithms_tests INTERFACE    ${BACKEND}
+                                                        "${BACKEND}_algorithms"
+                                                        "${BACKEND}_observables"
+                                                        )
+endforeach()
 
 ProcessTestOptions(algorithms_tests)
 

diff --git a/pennylane_lightning/core/src/measurements/tests/CMakeLists.txt b/pennylane_lightning/core/src/measurements/tests/CMakeLists.txt
@@ -18,10 +18,12 @@ add_library(measurements_tests INTERFACE)
 target_link_libraries(measurements_tests INTERFACE  Catch2::Catch2)
 
 # Create dependencies on the dynamically defined simulator/backend targets.
-target_link_libraries(measurements_tests INTERFACE  ${PL_BACKEND}
-                                                    "${PL_BACKEND}_measurements"
-                                                    "${PL_BACKEND}_observables"
-                                                    )
+foreach(BACKEND ${PL_BACKEND})
+    target_link_libraries(measurements_tests INTERFACE  ${BACKEND}
+                                                        "${BACKEND}_measurements"
+                                                        "${BACKEND}_observables"
+                                                        )
+endforeach()
 
 ProcessTestOptions(measurements_tests)
 

diff --git a/pennylane_lightning/core/src/observables/tests/CMakeLists.txt b/pennylane_lightning/core/src/observables/tests/CMakeLists.txt
@@ -33,8 +33,9 @@ add_executable(observables_test_runner ${TEST_SOURCES})
 target_link_libraries(observables_test_runner PRIVATE  observables_tests)
 
 # Create dependency on the dynamically defined simulator/backend target.
-target_link_libraries(observables_test_runner PRIVATE   ${PL_BACKEND}
-                                                        )
+foreach(BACKEND ${PL_BACKEND})
+    target_link_libraries(observables_test_runner PRIVATE ${BACKEND})
+endforeach()
 
 catch_discover_tests(observables_test_runner)
 

diff --git a/pennylane_lightning/core/src/simulators/base/tests/CMakeLists.txt b/pennylane_lightning/core/src/simulators/base/tests/CMakeLists.txt
@@ -20,7 +20,9 @@ target_link_libraries(base_tests INTERFACE  Catch2::Catch2)
 ProcessTestOptions(base_tests)
 
 # Create dependency on the dynamically defined simulator/backend target.
-target_link_libraries(base_tests INTERFACE ${PL_BACKEND})
+foreach(BACKEND ${PL_BACKEND})
+    target_link_libraries(base_tests INTERFACE ${BACKEND})
+endforeach()
 
 target_sources(base_tests INTERFACE runner_base.cpp)
 

diff --git a/pennylane_lightning/core/src/simulators/lightning_kokkos/CMakeLists.txt b/pennylane_lightning/core/src/simulators/lightning_kokkos/CMakeLists.txt
@@ -6,15 +6,15 @@ set(LOGO [=[
 ]=])
 message(${LOGO})
 
-project(${PL_BACKEND}
+project(lightning_kokkos
     DESCRIPTION "PennyLane Lightning Kokkos C++ Backend."
     LANGUAGES CXX C
 )
 
 set(LKOKKOS_FILES   StateVectorKokkos.cpp
                     CACHE INTERNAL "" FORCE)
 
-add_library(${PL_BACKEND} STATIC ${LKOKKOS_FILES})
+add_library(lightning_kokkos STATIC ${LKOKKOS_FILES})
 target_compile_options(lightning_compile_options INTERFACE "-D_ENABLE_PLKOKKOS=1")
 
 ##########################
@@ -51,18 +51,18 @@ if(PLKOKKOS_ENABLE_SANITIZER)
     set (CMAKE_LINKER_FLAGS_DEBUG "${CMAKE_LINKER_FLAGS_DEBUG} -fno-omit-frame-pointer -fsanitize=address")
 ENDIF()
 
-target_link_libraries(${PL_BACKEND} PUBLIC  lightning_compile_options
+target_link_libraries(lightning_kokkos PUBLIC  lightning_compile_options
                                             lightning_external_libs
                                             lightning_base
                                             lightning_gates
                                             lightning_utils
-                                            ${PL_BACKEND}_utils
-                                            ${PL_BACKEND}_gates
+                                            lightning_kokkos_utils
+                                            lightning_kokkos_gates
                                             )
-target_include_directories(${PL_BACKEND} PUBLIC ${CMAKE_CURRENT_SOURCE_DIR})
-set_property(TARGET ${PL_BACKEND} PROPERTY POSITION_INDEPENDENT_CODE ON)
+target_include_directories(lightning_kokkos PUBLIC ${CMAKE_CURRENT_SOURCE_DIR})
+set_property(TARGET lightning_kokkos PROPERTY POSITION_INDEPENDENT_CODE ON)
 if(PLKOKKOS_ENABLE_NATIVE)
-    target_compile_options(${PL_BACKEND} PRIVATE -march=native)
+    target_compile_options(lightning_kokkos PRIVATE -march=native)
 endif()
 
 ###############################################################################

diff --git a/pennylane_lightning/core/src/simulators/lightning_kokkos/algorithms/CMakeLists.txt b/pennylane_lightning/core/src/simulators/lightning_kokkos/algorithms/CMakeLists.txt
@@ -1,19 +1,19 @@
 cmake_minimum_required(VERSION 3.20)
 
-project(${PL_BACKEND}_algorithms LANGUAGES CXX)
+project(lightning_kokkos_algorithms LANGUAGES CXX)
 
 set(ALGORITHMS_FILES AlgorithmsKokkos.cpp CACHE INTERNAL "" FORCE)
-add_library(${PL_BACKEND}_algorithms STATIC ${ALGORITHMS_FILES})
+add_library(lightning_kokkos_algorithms STATIC ${ALGORITHMS_FILES})
 
-target_include_directories(${PL_BACKEND}_algorithms INTERFACE ${CMAKE_CURRENT_SOURCE_DIR})
-target_link_libraries(${PL_BACKEND}_algorithms PRIVATE      lightning_compile_options
+target_include_directories(lightning_kokkos_algorithms INTERFACE ${CMAKE_CURRENT_SOURCE_DIR})
+target_link_libraries(lightning_kokkos_algorithms PRIVATE   lightning_compile_options
                                                             lightning_external_libs
                                                             )
 
-target_link_libraries(${PL_BACKEND}_algorithms PUBLIC       ${PL_BACKEND}_utils
+target_link_libraries(lightning_kokkos_algorithms PUBLIC    lightning_kokkos_utils
                                                             lightning_algorithms
-                                                            ${PL_BACKEND}
-                                                            ${PL_BACKEND}_observables
+                                                            lightning_kokkos
+                                                            lightning_kokkos_observables
                                                             )
 
 if (BUILD_TESTS)

diff --git a/pennylane_lightning/core/src/simulators/lightning_kokkos/algorithms/tests/CMakeLists.txt b/pennylane_lightning/core/src/simulators/lightning_kokkos/algorithms/tests/CMakeLists.txt
@@ -1,6 +1,6 @@
 cmake_minimum_required(VERSION 3.20)
 
-project(${PL_BACKEND}_algorithms_tests)
+project(lightning_kokkos_algorithms_tests)
 
 # Default build type for test code is Debug
 if(NOT CMAKE_BUILD_TYPE)
@@ -14,26 +14,25 @@ FetchAndIncludeCatch()
 # Define library
 ################################################################################
 
-add_library(${PL_BACKEND}_algorithms_tests INTERFACE)
-target_link_libraries(${PL_BACKEND}_algorithms_tests INTERFACE    Catch2::Catch2
-                                                                    ${PL_BACKEND}
-                                                                    ${PL_BACKEND}_algorithms
-                                                                    ${PL_BACKEND}_observables
+add_library(lightning_kokkos_algorithms_tests INTERFACE)
+target_link_libraries(lightning_kokkos_algorithms_tests INTERFACE   Catch2::Catch2
+                                                                    lightning_kokkos
+                                                                    lightning_kokkos_algorithms
+                                                                    lightning_kokkos_observables
                                                                     )
 
-ProcessTestOptions(${PL_BACKEND}_algorithms_tests)
+ProcessTestOptions(lightning_kokkos_algorithms_tests)
 
-target_sources(${PL_BACKEND}_algorithms_tests INTERFACE runner_${PL_BACKEND}_algorithms.cpp)
+target_sources(lightning_kokkos_algorithms_tests INTERFACE runner_lightning_kokkos_algorithms.cpp)
 
 ################################################################################
 # Define targets
 ################################################################################
-set(TEST_SOURCES    Test_AdjointJacobianKokkos.cpp
-                    )
+set(TEST_SOURCES    Test_AdjointJacobianKokkos.cpp)
 
-add_executable(${PL_BACKEND}_algorithms_test_runner ${TEST_SOURCES})
-target_link_libraries(${PL_BACKEND}_algorithms_test_runner PRIVATE  ${PL_BACKEND}_algorithms_tests)
+add_executable(lightning_kokkos_algorithms_test_runner ${TEST_SOURCES})
+target_link_libraries(lightning_kokkos_algorithms_test_runner PRIVATE  lightning_kokkos_algorithms_tests)
 
-catch_discover_tests(${PL_BACKEND}_algorithms_test_runner)
+catch_discover_tests(lightning_kokkos_algorithms_test_runner)
 
-install(TARGETS ${PL_BACKEND}_algorithms_test_runner DESTINATION bin)
+install(TARGETS lightning_kokkos_algorithms_test_runner DESTINATION bin)
diff --git a/pennylane_lightning/core/src/simulators/lightning_kokkos/bindings/CMakeLists.txt b/pennylane_lightning/core/src/simulators/lightning_kokkos/bindings/CMakeLists.txt
@@ -1,16 +1,16 @@
 cmake_minimum_required(VERSION 3.20)
 
-project(${PL_BACKEND}_bindings LANGUAGES CXX)
+project(lightning_kokkos_bindings LANGUAGES CXX)
 
-add_library(${PL_BACKEND}_bindings INTERFACE)
+add_library(lightning_kokkos_bindings INTERFACE)
 
-target_include_directories(${PL_BACKEND}_bindings INTERFACE ${CMAKE_CURRENT_SOURCE_DIR})
+target_include_directories(lightning_kokkos_bindings INTERFACE ${CMAKE_CURRENT_SOURCE_DIR})
 
-target_link_libraries(${PL_BACKEND}_bindings INTERFACE  lightning_bindings
+target_link_libraries(lightning_kokkos_bindings INTERFACE  lightning_bindings
                                                         lightning_utils
-                                                        ${PL_BACKEND}
-                                                        ${PL_BACKEND}_gates
-                                                        ${PL_BACKEND}_utils
+                                                        lightning_kokkos
+                                                        lightning_kokkos_gates
+                                                        lightning_kokkos_utils
                                                         )
 
-set_property(TARGET ${PL_BACKEND}_bindings PROPERTY POSITION_INDEPENDENT_CODE ON)
+set_property(TARGET lightning_kokkos_bindings PROPERTY POSITION_INDEPENDENT_CODE ON)