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David/cmake config cuda capability #4481

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David/cmake config cuda capability #4481

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747c2e8
Designate gencode parameter to NVCC.
Jan 29, 2021
99de0de
Add option Kaldi_WITH_CUDA
Mar 30, 2021
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118 changes: 83 additions & 35 deletions CMakeLists.txt
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Original file line number Diff line number Diff line change
Expand Up @@ -112,43 +112,91 @@ if(MSVC)
endif()
endif()

find_package(CUDA)
if(CUDA_FOUND)
set(CUDA_PROPAGATE_HOST_FLAGS ON)
set(KALDI_CUDA_NVCC_FLAGS "--default-stream=per-thread;-std=c++${CMAKE_CXX_STANDARD}")
if(MSVC)
list(APPEND KALDI_CUDA_NVCC_FLAGS "-Xcompiler /permissive-,/FS,/wd4819,/EHsc,/bigobj")
list(APPEND KALDI_CUDA_NVCC_FLAGS "-Xcompiler /wd4018,/wd4244,/wd4267,/wd4291,/wd4305")
if(BUILD_SHARED_LIBS)
list(APPEND CUDA_NVCC_FLAGS_RELEASE -Xcompiler /MD)
list(APPEND CUDA_NVCC_FLAGS_DEBUG -Xcompiler /MDd)
option(Kaldi_WITH_CUDA "Build Kaldi with CUDA support" ON)
if(${Kaldi_WITH_CUDA})
find_package(CUDA)
if(CUDA_FOUND)
# First, based on current CUDA version, designate all possible CUDA capability.
execute_process (
COMMAND bash -c "nvcc -V | tr '.,' '_ ' | awk '/release/{sub(/.*release/,\"\"); print $1;}'"
OUTPUT_VARIABLE CUDA_VERSION
)

if(NOT CUDA_VERSION)
message(FATAL_ERROR "Cannot figure out CUDA_VERSION from the nvcc output.
Either your CUDA is too new or too old.")
endif()
else()
# list(APPEND KALDI_CUDA_NVCC_FLAGS "-Xcompiler -std=c++${CMAKE_CXX_STANDARD}")
list(APPEND KALDI_CUDA_NVCC_FLAGS "-Xcompiler -fPIC")

if(NOT CUDA_ARCH)
execute_process (
COMMAND bash -c "uname -m | tr -d '\n'"
OUTPUT_VARIABLE LINUX_ARCH
)

if(${LINUX_ARCH} STREQUAL "x86_64" OR ${LINUX_ARCH} STREQUAL "ppc64le")
if(${CUDA_VERSION} MATCHES "9_.*")
set(CUDA_ARCH "-gencode arch=compute_30,code=sm_30 -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=sm_50 -gencode arch=compute_52,code=sm_52 -gencode arch=compute_60,code=sm_60 -gencode arch=compute_61,code=sm_61 -gencode arch=compute_70,code=sm_70")
elseif(${CUDA_VERSION} MATCHES "10_.*")
set(CUDA_ARCH "-gencode arch=compute_30,code=sm_30 -gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=sm_50 -gencode arch=compute_52,code=sm_52 -gencode arch=compute_60,code=sm_60 -gencode arch=compute_61,code=sm_61 -gencode arch=compute_70,code=sm_70 -gencode arch=compute_75,code=sm_75")
elseif(${CUDA_VERSION} STREQUAL "11_0")
set(CUDA_ARCH "-gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=sm_50 -gencode arch=compute_52,code=sm_52 -gencode arch=compute_60,code=sm_60 -gencode arch=compute_61,code=sm_61 -gencode arch=compute_70,code=sm_70 -gencode arch=compute_75,code=sm_75 -gencode arch=compute_80,code=sm_80")
elseif(${CUDA_VERSION} MATCHES "11_.*")
set(CUDA_ARCH "-gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=sm_50 -gencode arch=compute_52,code=sm_52 -gencode arch=compute_60,code=sm_60 -gencode arch=compute_61,code=sm_61 -gencode arch=compute_70,code=sm_70 -gencode arch=compute_75,code=sm_75 -gencode arch=compute_80,code=sm_80 -gencode arch=compute_86,code=sm_86")
else()
message(FATAL_ERROR "Unsupported CUDA_VERSION (CUDA_VERSION=${CUDA_VERSION}), please report it to Kaldi mailing list, together with 'nvcc -h' or 'ptxas -h' which lists allowed -gencode values...")
endif()
elseif(${LINUX_ARCH} STREQUAL "aarch64")
if(${CUDA_VERSION} MATCHES "9_.*")
set(CUDA_ARCH "-gencode arch=compute_53,code=sm_53 -gencode arch=compute_62,code=sm_62")
elseif(${CUDA_VERSION} MATCHES "10_.*" OR ${CUDA_VERSION} MATCHES "11_.*")
set(CUDA_ARCH "-gencode arch=compute_53,code=sm_53 -gencode arch=compute_62,code=sm_62 -gencode arch=compute_72,code=sm_72")
else()
message(FATAL_ERROR "Unsupported CUDA_VERSION (CUDA_VERSION=${CUDA_VERSION}), please report it to Kaldi mailing list, together with 'nvcc -h' or 'ptxas -h' which lists allowed -gencode values...")
endif()
else()
message(FATAL_ERROR "Unsupported architecture for use of Kaldi with CUDA. Please let us know by opening a bug at:
https://github.com/kaldi-asr/kaldi/issues/new?template=bug_report.md&title=Unsupported+CUDA+platform+[FILLPLATFORMNAME]")
endif()
endif()

# Other CUDA settings
set(CUDA_PROPAGATE_HOST_FLAGS ON)
set(KALDI_CUDA_NVCC_FLAGS "--default-stream=per-thread;-std=c++${CMAKE_CXX_STANDARD}")
list(APPEND KALDI_CUDA_NVCC_FLAGS "${CUDA_ARCH}")#-gencode arch=compute_35,code=sm_35
if(MSVC)
list(APPEND KALDI_CUDA_NVCC_FLAGS "-Xcompiler /permissive-,/FS,/wd4819,/EHsc,/bigobj")
list(APPEND KALDI_CUDA_NVCC_FLAGS "-Xcompiler /wd4018,/wd4244,/wd4267,/wd4291,/wd4305")
if(BUILD_SHARED_LIBS)
list(APPEND CUDA_NVCC_FLAGS_RELEASE -Xcompiler /MD)
list(APPEND CUDA_NVCC_FLAGS_DEBUG -Xcompiler /MDd)
endif()
else()
# list(APPEND KALDI_CUDA_NVCC_FLAGS "-Xcompiler -std=c++${CMAKE_CXX_STANDARD}")
list(APPEND KALDI_CUDA_NVCC_FLAGS "-Xcompiler -fPIC")
endif()
set(CUDA_NVCC_FLAGS ${KALDI_CUDA_NVCC_FLAGS} ${CUDA_NVCC_FLAGS})

add_definitions(-DHAVE_CUDA=1)
add_definitions(-DCUDA_API_PER_THREAD_DEFAULT_STREAM=1)
include_directories(${CUDA_INCLUDE_DIRS})
link_libraries(
${CUDA_LIBRARIES}
${CUDA_CUDA_LIBRARY}
${CUDA_CUBLAS_LIBRARIES}
${CUDA_CUFFT_LIBRARIES}
${CUDA_curand_LIBRARY}
${CUDA_cusolver_LIBRARY}
${CUDA_cusparse_LIBRARY})

find_package(NvToolExt REQUIRED)
include_directories(${NvToolExt_INCLUDE_DIR})
link_libraries(${NvToolExt_LIBRARIES})

get_third_party(cub)
set(CUB_ROOT_DIR "${CMAKE_BINARY_DIR}/cub")
find_package(CUB REQUIRED)
include_directories(${CUB_INCLUDE_DIR})
endif()
set(CUDA_NVCC_FLAGS ${KALDI_CUDA_NVCC_FLAGS} ${CUDA_NVCC_FLAGS})

add_definitions(-DHAVE_CUDA=1)
add_definitions(-DCUDA_API_PER_THREAD_DEFAULT_STREAM=1)
include_directories(${CUDA_INCLUDE_DIRS})
link_libraries(
${CUDA_LIBRARIES}
${CUDA_CUDA_LIBRARY}
${CUDA_CUBLAS_LIBRARIES}
${CUDA_CUFFT_LIBRARIES}
${CUDA_curand_LIBRARY}
${CUDA_cusolver_LIBRARY}
${CUDA_cusparse_LIBRARY})

find_package(NvToolExt REQUIRED)
include_directories(${NvToolExt_INCLUDE_DIR})
link_libraries(${NvToolExt_LIBRARIES})

get_third_party(cub)
set(CUB_ROOT_DIR "${CMAKE_BINARY_DIR}/cub")
find_package(CUB REQUIRED)
include_directories(${CUB_INCLUDE_DIR})
endif()

add_definitions(-DKALDI_NO_PORTAUDIO=1)
Expand Down