- Fix training cmake file so it builds if --cmake_extra_defines onnxruntime_BUILD_UNIT_TESTS=OFF is specified. (#7789)

- Fix check on cudart_versions when building on Windows to handle None being returned
This commit is contained in:
Scott McKay 2021-05-23 09:53:15 +10:00 committed by GitHub
parent de4c221712
commit c4f515d380
No known key found for this signature in database
GPG key ID: 4AEE18F83AFDEB23
2 changed files with 159 additions and 156 deletions

View file

@ -36,172 +36,173 @@ if (onnxruntime_USE_NCCL)
target_include_directories(onnxruntime_training PRIVATE ${NCCL_INCLUDE_DIRS})
endif()
set_target_properties(onnxruntime_training PROPERTIES FOLDER "ONNXRuntime")
source_group(TREE ${ORTTRAINING_ROOT} FILES ${onnxruntime_training_srcs})
if (onnxruntime_BUILD_UNIT_TESTS)
set_target_properties(onnxruntime_training PROPERTIES FOLDER "ONNXRuntime")
source_group(TREE ${ORTTRAINING_ROOT} FILES ${onnxruntime_training_srcs})
# training runner lib
file(GLOB_RECURSE onnxruntime_training_runner_srcs
"${ORTTRAINING_SOURCE_DIR}/models/runner/*.h"
"${ORTTRAINING_SOURCE_DIR}/models/runner/*.cc"
)
# training runner lib
file(GLOB_RECURSE onnxruntime_training_runner_srcs
"${ORTTRAINING_SOURCE_DIR}/models/runner/*.h"
"${ORTTRAINING_SOURCE_DIR}/models/runner/*.cc"
)
# perf test utils
set(onnxruntime_perf_test_src_dir ${TEST_SRC_DIR}/perftest)
set(onnxruntime_perf_test_src
"${onnxruntime_perf_test_src_dir}/utils.h")
# perf test utils
set(onnxruntime_perf_test_src_dir ${TEST_SRC_DIR}/perftest)
set(onnxruntime_perf_test_src
"${onnxruntime_perf_test_src_dir}/utils.h")
if(WIN32)
list(APPEND onnxruntime_perf_test_src
"${onnxruntime_perf_test_src_dir}/windows/utils.cc")
else ()
list(APPEND onnxruntime_perf_test_src
"${onnxruntime_perf_test_src_dir}/posix/utils.cc")
endif()
onnxruntime_add_static_library(onnxruntime_training_runner ${onnxruntime_training_runner_srcs} ${onnxruntime_perf_test_src})
add_dependencies(onnxruntime_training_runner ${onnxruntime_EXTERNAL_DEPENDENCIES} onnx onnxruntime_providers)
onnxruntime_add_include_to_target(onnxruntime_training_runner onnxruntime_training onnxruntime_framework onnxruntime_common onnx onnx_proto protobuf::libprotobuf onnxruntime_training flatbuffers)
target_include_directories(onnxruntime_training_runner PRIVATE ${CMAKE_CURRENT_BINARY_DIR} ${ONNXRUNTIME_ROOT} ${ORTTRAINING_ROOT} ${eigen_INCLUDE_DIRS} PUBLIC ${onnxruntime_graph_header})
target_link_libraries(onnxruntime_training_runner PRIVATE nlohmann_json::nlohmann_json)
if (onnxruntime_USE_CUDA)
target_include_directories(onnxruntime_training_runner PUBLIC ${onnxruntime_CUDNN_HOME}/include ${CMAKE_CUDA_TOOLKIT_INCLUDE_DIRECTORIES})
endif()
if (onnxruntime_USE_NCCL)
target_include_directories(onnxruntime_training_runner PRIVATE ${NCCL_INCLUDE_DIRS})
endif()
if (onnxruntime_USE_ROCM)
add_definitions(-DUSE_ROCM=1)
target_include_directories(onnxruntime_training_runner PUBLIC ${onnxruntime_ROCM_HOME}/include)
endif()
check_cxx_compiler_flag(-Wno-maybe-uninitialized HAS_NO_MAYBE_UNINITIALIZED)
if(UNIX AND NOT APPLE)
if (HAS_NO_MAYBE_UNINITIALIZED)
target_compile_options(onnxruntime_training_runner PUBLIC "-Wno-maybe-uninitialized")
if(WIN32)
list(APPEND onnxruntime_perf_test_src
"${onnxruntime_perf_test_src_dir}/windows/utils.cc")
else ()
list(APPEND onnxruntime_perf_test_src
"${onnxruntime_perf_test_src_dir}/posix/utils.cc")
endif()
endif()
if (onnxruntime_USE_ROCM)
target_compile_options(onnxruntime_training_runner PUBLIC -D__HIP_PLATFORM_HCC__=1)
endif()
onnxruntime_add_static_library(onnxruntime_training_runner ${onnxruntime_training_runner_srcs} ${onnxruntime_perf_test_src})
add_dependencies(onnxruntime_training_runner ${onnxruntime_EXTERNAL_DEPENDENCIES} onnx onnxruntime_providers)
set_target_properties(onnxruntime_training_runner PROPERTIES FOLDER "ONNXRuntimeTest")
source_group(TREE ${REPO_ROOT} FILES ${onnxruntime_training_runner_srcs} ${onnxruntime_perf_test_src})
onnxruntime_add_include_to_target(onnxruntime_training_runner onnxruntime_training onnxruntime_framework onnxruntime_common onnx onnx_proto protobuf::libprotobuf onnxruntime_training flatbuffers)
# MNIST
file(GLOB_RECURSE training_mnist_src
"${ORTTRAINING_SOURCE_DIR}/models/mnist/*.h"
"${ORTTRAINING_SOURCE_DIR}/models/mnist/mnist_data_provider.cc"
"${ORTTRAINING_SOURCE_DIR}/models/mnist/main.cc"
)
onnxruntime_add_executable(onnxruntime_training_mnist ${training_mnist_src})
onnxruntime_add_include_to_target(onnxruntime_training_mnist onnxruntime_common onnx onnx_proto protobuf::libprotobuf onnxruntime_training flatbuffers)
target_include_directories(onnxruntime_training_mnist PUBLIC ${CMAKE_CURRENT_BINARY_DIR} ${ONNXRUNTIME_ROOT} ${ORTTRAINING_ROOT} ${eigen_INCLUDE_DIRS} ${CXXOPTS} ${extra_includes} ${onnxruntime_graph_header} ${onnxruntime_exec_src_dir} ${CMAKE_CURRENT_BINARY_DIR} ${CMAKE_CURRENT_BINARY_DIR}/onnx onnxruntime_training_runner)
set(ONNXRUNTIME_LIBS
onnxruntime_session
${onnxruntime_libs}
${PROVIDERS_ROCM}
${PROVIDERS_MKLDNN}
onnxruntime_optimizer
onnxruntime_providers
onnxruntime_util
onnxruntime_framework
onnxruntime_graph
onnxruntime_common
onnxruntime_mlas
onnxruntime_flatbuffers
)
if (onnxruntime_ENABLE_LANGUAGE_INTEROP_OPS)
list(APPEND ONNXRUNTIME_LIBS onnxruntime_language_interop onnxruntime_pyop)
endif()
if(UNIX AND NOT APPLE)
if (HAS_NO_MAYBE_UNINITIALIZED)
target_compile_options(onnxruntime_training_mnist PUBLIC "-Wno-maybe-uninitialized")
target_include_directories(onnxruntime_training_runner PRIVATE ${CMAKE_CURRENT_BINARY_DIR} ${ONNXRUNTIME_ROOT} ${ORTTRAINING_ROOT} ${eigen_INCLUDE_DIRS} PUBLIC ${onnxruntime_graph_header})
target_link_libraries(onnxruntime_training_runner PRIVATE nlohmann_json::nlohmann_json)
if (onnxruntime_USE_CUDA)
target_include_directories(onnxruntime_training_runner PUBLIC ${onnxruntime_CUDNN_HOME}/include ${CMAKE_CUDA_TOOLKIT_INCLUDE_DIRECTORIES})
endif()
endif()
target_link_libraries(onnxruntime_training_mnist PRIVATE onnxruntime_training_runner onnxruntime_training ${ONNXRUNTIME_LIBS} ${onnxruntime_EXTERNAL_LIBRARIES})
set_target_properties(onnxruntime_training_mnist PROPERTIES FOLDER "ONNXRuntimeTest")
# squeezenet
# Disabling build for squeezenet, as no one is using this
#[[
file(GLOB_RECURSE training_squeezene_src
"${ORTTRAINING_SOURCE_DIR}/models/squeezenet/*.h"
"${ORTTRAINING_SOURCE_DIR}/models/squeezenet/*.cc"
)
onnxruntime_add_executable(onnxruntime_training_squeezenet ${training_squeezene_src})
onnxruntime_add_include_to_target(onnxruntime_training_squeezenet onnxruntime_common onnx onnx_proto protobuf::libprotobuf onnxruntime_training flatbuffers)
target_include_directories(onnxruntime_training_squeezenet PUBLIC ${ONNXRUNTIME_ROOT} ${ORTTRAINING_ROOT} ${eigen_INCLUDE_DIRS} ${extra_includes} ${onnxruntime_graph_header} ${onnxruntime_exec_src_dir} ${CMAKE_CURRENT_BINARY_DIR} ${CMAKE_CURRENT_BINARY_DIR}/onnx onnxruntime_training_runner)
if(UNIX AND NOT APPLE)
target_compile_options(onnxruntime_training_squeezenet PUBLIC "-Wno-maybe-uninitialized")
endif()
target_link_libraries(onnxruntime_training_squeezenet PRIVATE onnxruntime_training_runner onnxruntime_training ${ONNXRUNTIME_LIBS} ${onnxruntime_EXTERNAL_LIBRARIES})
set_target_properties(onnxruntime_training_squeezenet PROPERTIES FOLDER "ONNXRuntimeTest")
]]
# BERT
file(GLOB_RECURSE training_bert_src
"${ORTTRAINING_SOURCE_DIR}/models/bert/*.h"
"${ORTTRAINING_SOURCE_DIR}/models/bert/*.cc"
)
onnxruntime_add_executable(onnxruntime_training_bert ${training_bert_src})
if(UNIX AND NOT APPLE)
if (HAS_NO_MAYBE_UNINITIALIZED)
target_compile_options(onnxruntime_training_bert PUBLIC "-Wno-maybe-uninitialized")
if (onnxruntime_USE_NCCL)
target_include_directories(onnxruntime_training_runner PRIVATE ${NCCL_INCLUDE_DIRS})
endif()
endif()
onnxruntime_add_include_to_target(onnxruntime_training_bert onnxruntime_common onnx onnx_proto protobuf::libprotobuf onnxruntime_training flatbuffers)
target_include_directories(onnxruntime_training_bert PUBLIC ${CMAKE_CURRENT_BINARY_DIR} ${ONNXRUNTIME_ROOT} ${ORTTRAINING_ROOT} ${MPI_CXX_INCLUDE_DIRS} ${eigen_INCLUDE_DIRS} ${CXXOPTS} ${extra_includes} ${onnxruntime_graph_header} ${onnxruntime_exec_src_dir} ${CMAKE_CURRENT_BINARY_DIR} ${CMAKE_CURRENT_BINARY_DIR}/onnx onnxruntime_training_runner)
target_link_libraries(onnxruntime_training_bert PRIVATE onnxruntime_training_runner onnxruntime_training ${ONNXRUNTIME_LIBS} ${onnxruntime_EXTERNAL_LIBRARIES})
set_target_properties(onnxruntime_training_bert PROPERTIES FOLDER "ONNXRuntimeTest")
# Pipeline
file(GLOB_RECURSE training_pipeline_poc_src
"${ORTTRAINING_SOURCE_DIR}/models/pipeline_poc/*.h"
"${ORTTRAINING_SOURCE_DIR}/models/pipeline_poc/*.cc"
)
onnxruntime_add_executable(onnxruntime_training_pipeline_poc ${training_pipeline_poc_src})
if(UNIX AND NOT APPLE)
if (HAS_NO_MAYBE_UNINITIALIZED)
target_compile_options(onnxruntime_training_pipeline_poc PUBLIC "-Wno-maybe-uninitialized")
if (onnxruntime_USE_ROCM)
add_definitions(-DUSE_ROCM=1)
target_include_directories(onnxruntime_training_runner PUBLIC ${onnxruntime_ROCM_HOME}/include)
endif()
endif()
onnxruntime_add_include_to_target(onnxruntime_training_pipeline_poc onnxruntime_common onnx onnx_proto protobuf::libprotobuf onnxruntime_training flatbuffers)
target_include_directories(onnxruntime_training_pipeline_poc PUBLIC ${CMAKE_CURRENT_BINARY_DIR} ${ONNXRUNTIME_ROOT} ${ORTTRAINING_ROOT} ${MPI_CXX_INCLUDE_DIRS} ${eigen_INCLUDE_DIRS} ${CXXOPTS} ${extra_includes} ${onnxruntime_graph_header} ${onnxruntime_exec_src_dir} ${CMAKE_CURRENT_BINARY_DIR} ${CMAKE_CURRENT_BINARY_DIR}/onnx onnxruntime_training_runner)
if (onnxruntime_USE_NCCL)
target_include_directories(onnxruntime_training_pipeline_poc PRIVATE ${NCCL_INCLUDE_DIRS})
endif()
target_link_libraries(onnxruntime_training_pipeline_poc PRIVATE onnxruntime_training_runner onnxruntime_training ${ONNXRUNTIME_LIBS} ${onnxruntime_EXTERNAL_LIBRARIES})
set_target_properties(onnxruntime_training_pipeline_poc PROPERTIES FOLDER "ONNXRuntimeTest")
# GPT-2
file(GLOB_RECURSE training_gpt2_src
"${ORTTRAINING_SOURCE_DIR}/models/gpt2/*.h"
"${ORTTRAINING_SOURCE_DIR}/models/gpt2/*.cc"
)
onnxruntime_add_executable(onnxruntime_training_gpt2 ${training_gpt2_src})
if(UNIX AND NOT APPLE)
if (HAS_NO_MAYBE_UNINITIALIZED)
target_compile_options(onnxruntime_training_gpt2 PUBLIC "-Wno-maybe-uninitialized")
check_cxx_compiler_flag(-Wno-maybe-uninitialized HAS_NO_MAYBE_UNINITIALIZED)
if(UNIX AND NOT APPLE)
if (HAS_NO_MAYBE_UNINITIALIZED)
target_compile_options(onnxruntime_training_runner PUBLIC "-Wno-maybe-uninitialized")
endif()
endif()
endif()
onnxruntime_add_include_to_target(onnxruntime_training_gpt2 onnxruntime_common onnx onnx_proto protobuf::libprotobuf onnxruntime_training flatbuffers)
target_include_directories(onnxruntime_training_gpt2 PUBLIC ${CMAKE_CURRENT_BINARY_DIR} ${ONNXRUNTIME_ROOT} ${ORTTRAINING_ROOT} ${MPI_CXX_INCLUDE_DIRS} ${eigen_INCLUDE_DIRS} ${CXXOPTS} ${extra_includes} ${onnxruntime_graph_header} ${onnxruntime_exec_src_dir} ${CMAKE_CURRENT_BINARY_DIR} ${CMAKE_CURRENT_BINARY_DIR}/onnx onnxruntime_training_runner)
target_link_libraries(onnxruntime_training_gpt2 PRIVATE onnxruntime_training_runner onnxruntime_training ${ONNXRUNTIME_LIBS} ${onnxruntime_EXTERNAL_LIBRARIES})
set_target_properties(onnxruntime_training_gpt2 PROPERTIES FOLDER "ONNXRuntimeTest")
if (onnxruntime_USE_ROCM)
target_compile_options(onnxruntime_training_runner PUBLIC -D__HIP_PLATFORM_HCC__=1)
endif()
set_target_properties(onnxruntime_training_runner PROPERTIES FOLDER "ONNXRuntimeTest")
source_group(TREE ${REPO_ROOT} FILES ${onnxruntime_training_runner_srcs} ${onnxruntime_perf_test_src})
# MNIST
file(GLOB_RECURSE training_mnist_src
"${ORTTRAINING_SOURCE_DIR}/models/mnist/*.h"
"${ORTTRAINING_SOURCE_DIR}/models/mnist/mnist_data_provider.cc"
"${ORTTRAINING_SOURCE_DIR}/models/mnist/main.cc"
)
onnxruntime_add_executable(onnxruntime_training_mnist ${training_mnist_src})
onnxruntime_add_include_to_target(onnxruntime_training_mnist onnxruntime_common onnx onnx_proto protobuf::libprotobuf onnxruntime_training flatbuffers)
target_include_directories(onnxruntime_training_mnist PUBLIC ${CMAKE_CURRENT_BINARY_DIR} ${ONNXRUNTIME_ROOT} ${ORTTRAINING_ROOT} ${eigen_INCLUDE_DIRS} ${CXXOPTS} ${extra_includes} ${onnxruntime_graph_header} ${onnxruntime_exec_src_dir} ${CMAKE_CURRENT_BINARY_DIR} ${CMAKE_CURRENT_BINARY_DIR}/onnx onnxruntime_training_runner)
set(ONNXRUNTIME_LIBS
onnxruntime_session
${onnxruntime_libs}
${PROVIDERS_ROCM}
${PROVIDERS_MKLDNN}
onnxruntime_optimizer
onnxruntime_providers
onnxruntime_util
onnxruntime_framework
onnxruntime_graph
onnxruntime_common
onnxruntime_mlas
onnxruntime_flatbuffers
)
if (onnxruntime_ENABLE_LANGUAGE_INTEROP_OPS)
list(APPEND ONNXRUNTIME_LIBS onnxruntime_language_interop onnxruntime_pyop)
endif()
if(UNIX AND NOT APPLE)
if (HAS_NO_MAYBE_UNINITIALIZED)
target_compile_options(onnxruntime_training_mnist PUBLIC "-Wno-maybe-uninitialized")
endif()
endif()
target_link_libraries(onnxruntime_training_mnist PRIVATE onnxruntime_training_runner onnxruntime_training ${ONNXRUNTIME_LIBS} ${onnxruntime_EXTERNAL_LIBRARIES})
set_target_properties(onnxruntime_training_mnist PROPERTIES FOLDER "ONNXRuntimeTest")
# squeezenet
# Disabling build for squeezenet, as no one is using this
#[[
file(GLOB_RECURSE training_squeezene_src
"${ORTTRAINING_SOURCE_DIR}/models/squeezenet/*.h"
"${ORTTRAINING_SOURCE_DIR}/models/squeezenet/*.cc"
)
onnxruntime_add_executable(onnxruntime_training_squeezenet ${training_squeezene_src})
onnxruntime_add_include_to_target(onnxruntime_training_squeezenet onnxruntime_common onnx onnx_proto protobuf::libprotobuf onnxruntime_training flatbuffers)
target_include_directories(onnxruntime_training_squeezenet PUBLIC ${ONNXRUNTIME_ROOT} ${ORTTRAINING_ROOT} ${eigen_INCLUDE_DIRS} ${extra_includes} ${onnxruntime_graph_header} ${onnxruntime_exec_src_dir} ${CMAKE_CURRENT_BINARY_DIR} ${CMAKE_CURRENT_BINARY_DIR}/onnx onnxruntime_training_runner)
if(UNIX AND NOT APPLE)
target_compile_options(onnxruntime_training_squeezenet PUBLIC "-Wno-maybe-uninitialized")
endif()
target_link_libraries(onnxruntime_training_squeezenet PRIVATE onnxruntime_training_runner onnxruntime_training ${ONNXRUNTIME_LIBS} ${onnxruntime_EXTERNAL_LIBRARIES})
set_target_properties(onnxruntime_training_squeezenet PROPERTIES FOLDER "ONNXRuntimeTest")
]]
# BERT
file(GLOB_RECURSE training_bert_src
"${ORTTRAINING_SOURCE_DIR}/models/bert/*.h"
"${ORTTRAINING_SOURCE_DIR}/models/bert/*.cc"
)
onnxruntime_add_executable(onnxruntime_training_bert ${training_bert_src})
if(UNIX AND NOT APPLE)
if (HAS_NO_MAYBE_UNINITIALIZED)
target_compile_options(onnxruntime_training_bert PUBLIC "-Wno-maybe-uninitialized")
endif()
endif()
onnxruntime_add_include_to_target(onnxruntime_training_bert onnxruntime_common onnx onnx_proto protobuf::libprotobuf onnxruntime_training flatbuffers)
target_include_directories(onnxruntime_training_bert PUBLIC ${CMAKE_CURRENT_BINARY_DIR} ${ONNXRUNTIME_ROOT} ${ORTTRAINING_ROOT} ${MPI_CXX_INCLUDE_DIRS} ${eigen_INCLUDE_DIRS} ${CXXOPTS} ${extra_includes} ${onnxruntime_graph_header} ${onnxruntime_exec_src_dir} ${CMAKE_CURRENT_BINARY_DIR} ${CMAKE_CURRENT_BINARY_DIR}/onnx onnxruntime_training_runner)
target_link_libraries(onnxruntime_training_bert PRIVATE onnxruntime_training_runner onnxruntime_training ${ONNXRUNTIME_LIBS} ${onnxruntime_EXTERNAL_LIBRARIES})
set_target_properties(onnxruntime_training_bert PROPERTIES FOLDER "ONNXRuntimeTest")
# Pipeline
file(GLOB_RECURSE training_pipeline_poc_src
"${ORTTRAINING_SOURCE_DIR}/models/pipeline_poc/*.h"
"${ORTTRAINING_SOURCE_DIR}/models/pipeline_poc/*.cc"
)
onnxruntime_add_executable(onnxruntime_training_pipeline_poc ${training_pipeline_poc_src})
if(UNIX AND NOT APPLE)
if (HAS_NO_MAYBE_UNINITIALIZED)
target_compile_options(onnxruntime_training_pipeline_poc PUBLIC "-Wno-maybe-uninitialized")
endif()
endif()
onnxruntime_add_include_to_target(onnxruntime_training_pipeline_poc onnxruntime_common onnx onnx_proto protobuf::libprotobuf onnxruntime_training flatbuffers)
target_include_directories(onnxruntime_training_pipeline_poc PUBLIC ${CMAKE_CURRENT_BINARY_DIR} ${ONNXRUNTIME_ROOT} ${ORTTRAINING_ROOT} ${MPI_CXX_INCLUDE_DIRS} ${eigen_INCLUDE_DIRS} ${CXXOPTS} ${extra_includes} ${onnxruntime_graph_header} ${onnxruntime_exec_src_dir} ${CMAKE_CURRENT_BINARY_DIR} ${CMAKE_CURRENT_BINARY_DIR}/onnx onnxruntime_training_runner)
if (onnxruntime_USE_NCCL)
target_include_directories(onnxruntime_training_pipeline_poc PRIVATE ${NCCL_INCLUDE_DIRS})
endif()
target_link_libraries(onnxruntime_training_pipeline_poc PRIVATE onnxruntime_training_runner onnxruntime_training ${ONNXRUNTIME_LIBS} ${onnxruntime_EXTERNAL_LIBRARIES})
set_target_properties(onnxruntime_training_pipeline_poc PROPERTIES FOLDER "ONNXRuntimeTest")
# GPT-2
file(GLOB_RECURSE training_gpt2_src
"${ORTTRAINING_SOURCE_DIR}/models/gpt2/*.h"
"${ORTTRAINING_SOURCE_DIR}/models/gpt2/*.cc"
)
onnxruntime_add_executable(onnxruntime_training_gpt2 ${training_gpt2_src})
if(UNIX AND NOT APPLE)
if (HAS_NO_MAYBE_UNINITIALIZED)
target_compile_options(onnxruntime_training_gpt2 PUBLIC "-Wno-maybe-uninitialized")
endif()
endif()
onnxruntime_add_include_to_target(onnxruntime_training_gpt2 onnxruntime_common onnx onnx_proto protobuf::libprotobuf onnxruntime_training flatbuffers)
target_include_directories(onnxruntime_training_gpt2 PUBLIC ${CMAKE_CURRENT_BINARY_DIR} ${ONNXRUNTIME_ROOT} ${ORTTRAINING_ROOT} ${MPI_CXX_INCLUDE_DIRS} ${eigen_INCLUDE_DIRS} ${CXXOPTS} ${extra_includes} ${onnxruntime_graph_header} ${onnxruntime_exec_src_dir} ${CMAKE_CURRENT_BINARY_DIR} ${CMAKE_CURRENT_BINARY_DIR}/onnx onnxruntime_training_runner)
target_link_libraries(onnxruntime_training_gpt2 PRIVATE onnxruntime_training_runner onnxruntime_training ${ONNXRUNTIME_LIBS} ${onnxruntime_EXTERNAL_LIBRARIES})
set_target_properties(onnxruntime_training_gpt2 PROPERTIES FOLDER "ONNXRuntimeTest")
endif()

View file

@ -387,12 +387,14 @@ if enable_training:
# cudart_versions are integers
cudart_versions = find_cudart_versions(build_env=True)
if len(cudart_versions) == 1:
if cudart_versions and len(cudart_versions) == 1:
f.write("cudart_version = {}\n".format(cudart_versions[0]))
else:
print(
"Error getting cudart version. ",
"did not find any cudart library" if len(cudart_versions) == 0 else "found multiple cudart libraries")
"did not find any cudart library"
if not cudart_versions or len(cudart_versions) == 0
else "found multiple cudart libraries")
else:
# TODO: rocm
pass