14ef38b834
Federated learning plugin for xgboost: * A gRPC server to aggregate MPI-style requests (allgather, allreduce, broadcast) from federated workers. * A Rabit engine for the federated environment. * Integration test to simulate federated learning. Additional followups are needed to address GPU support, better security, and privacy, etc.
50 lines
1.6 KiB
CMake
50 lines
1.6 KiB
CMake
if (USE_DMLC_GTEST)
|
|
if (NOT TARGET gtest)
|
|
message(FATAL_ERROR "USE_DMLC_GTEST=ON but dmlc-core didn't bundle gtest")
|
|
endif (NOT TARGET gtest)
|
|
set(GTEST_LIBRARIES gtest)
|
|
else (USE_DMLC_GTEST)
|
|
find_package(GTest REQUIRED)
|
|
endif (USE_DMLC_GTEST)
|
|
file(GLOB_RECURSE TEST_SOURCES "*.cc")
|
|
|
|
if (USE_CUDA)
|
|
file(GLOB_RECURSE CUDA_TEST_SOURCES "*.cu")
|
|
list(APPEND TEST_SOURCES ${CUDA_TEST_SOURCES})
|
|
endif (USE_CUDA)
|
|
|
|
file(GLOB_RECURSE ONEAPI_TEST_SOURCES "plugin/*_oneapi.cc")
|
|
if (NOT PLUGIN_UPDATER_ONEAPI)
|
|
list(REMOVE_ITEM TEST_SOURCES ${ONEAPI_TEST_SOURCES})
|
|
endif (NOT PLUGIN_UPDATER_ONEAPI)
|
|
|
|
if (PLUGIN_FEDERATED)
|
|
target_include_directories(testxgboost PRIVATE ${xgboost_SOURCE_DIR}/plugin/federated)
|
|
target_link_libraries(testxgboost PRIVATE federated_client)
|
|
else (PLUGIN_FEDERATED)
|
|
file(GLOB_RECURSE FEDERATED_TEST_SOURCES "plugin/*_federated_*.cc")
|
|
list(REMOVE_ITEM TEST_SOURCES ${FEDERATED_TEST_SOURCES})
|
|
endif (PLUGIN_FEDERATED)
|
|
|
|
target_sources(testxgboost PRIVATE ${TEST_SOURCES} ${xgboost_SOURCE_DIR}/plugin/example/custom_obj.cc)
|
|
|
|
if (USE_CUDA AND PLUGIN_RMM)
|
|
find_package(CUDA)
|
|
target_include_directories(testxgboost PRIVATE ${CUDA_INCLUDE_DIRS})
|
|
endif (USE_CUDA AND PLUGIN_RMM)
|
|
|
|
target_include_directories(testxgboost
|
|
PRIVATE
|
|
${GTEST_INCLUDE_DIRS}
|
|
${xgboost_SOURCE_DIR}/include
|
|
${xgboost_SOURCE_DIR}/dmlc-core/include
|
|
${xgboost_SOURCE_DIR}/rabit/include)
|
|
target_link_libraries(testxgboost
|
|
PRIVATE
|
|
${GTEST_LIBRARIES})
|
|
|
|
set_output_directory(testxgboost ${xgboost_BINARY_DIR})
|
|
|
|
# This grouping organises source files nicely in visual studio
|
|
auto_source_group("${TEST_SOURCES}")
|