select_compute_arch.cmake 9.4 KB

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  1. # Synopsis:
  2. # CUDA_SELECT_NVCC_ARCH_FLAGS(out_variable [target_CUDA_architectures])
  3. # -- Selects GPU arch flags for nvcc based on target_CUDA_architectures
  4. # target_CUDA_architectures : Auto | Common | All | LIST(ARCH_AND_PTX ...)
  5. # - "Auto" detects local machine GPU compute arch at runtime.
  6. # - "Common" and "All" cover common and entire subsets of architectures
  7. # ARCH_AND_PTX : NAME | NUM.NUM | NUM.NUM(NUM.NUM) | NUM.NUM+PTX
  8. # NAME: Fermi Kepler Maxwell Kepler+Tegra Kepler+Tesla Maxwell+Tegra Pascal
  9. # NUM: Any number. Only those pairs are currently accepted by NVCC though:
  10. # 2.0 2.1 3.0 3.2 3.5 3.7 5.0 5.2 5.3 6.0 6.2
  11. # Returns LIST of flags to be added to CUDA_NVCC_FLAGS in ${out_variable}
  12. # Additionally, sets ${out_variable}_readable to the resulting numeric list
  13. # Example:
  14. # CUDA_SELECT_NVCC_ARCH_FLAGS(ARCH_FLAGS 3.0 3.5+PTX 5.2(5.0) Maxwell)
  15. # LIST(APPEND CUDA_NVCC_FLAGS ${ARCH_FLAGS})
  16. #
  17. # More info on CUDA architectures: https://en.wikipedia.org/wiki/CUDA
  18. #
  19. if(CMAKE_CUDA_COMPILER_LOADED) # CUDA as a language
  20. if(CMAKE_CUDA_COMPILER_ID STREQUAL "NVIDIA")
  21. set(CUDA_VERSION "${CMAKE_CUDA_COMPILER_VERSION}")
  22. endif()
  23. endif()
  24. # See: https://docs.nvidia.com/cuda/cuda-compiler-driver-nvcc/index.html#gpu-feature-list
  25. # This list will be used for CUDA_ARCH_NAME = All option
  26. set(CUDA_KNOWN_GPU_ARCHITECTURES "Fermi" "Kepler" "Maxwell")
  27. # This list will be used for CUDA_ARCH_NAME = Common option (enabled by default)
  28. set(CUDA_COMMON_GPU_ARCHITECTURES "3.0" "3.5" "5.0")
  29. if(CUDA_VERSION VERSION_LESS "7.0")
  30. set(CUDA_LIMIT_GPU_ARCHITECTURE "5.2")
  31. endif()
  32. # This list is used to filter CUDA archs when autodetecting
  33. set(CUDA_ALL_GPU_ARCHITECTURES "3.0" "3.2" "3.5" "5.0")
  34. if(CUDA_VERSION VERSION_GREATER_EQUAL "7.0")
  35. list(APPEND CUDA_KNOWN_GPU_ARCHITECTURES "Kepler+Tegra" "Kepler+Tesla" "Maxwell+Tegra")
  36. list(APPEND CUDA_COMMON_GPU_ARCHITECTURES "5.2")
  37. if(CUDA_VERSION VERSION_LESS "8.0")
  38. list(APPEND CUDA_COMMON_GPU_ARCHITECTURES "5.2+PTX")
  39. set(CUDA_LIMIT_GPU_ARCHITECTURE "6.0")
  40. endif()
  41. endif()
  42. if(CUDA_VERSION VERSION_GREATER_EQUAL "8.0")
  43. list(APPEND CUDA_KNOWN_GPU_ARCHITECTURES "Pascal")
  44. list(APPEND CUDA_COMMON_GPU_ARCHITECTURES "6.0" "6.1")
  45. list(APPEND CUDA_ALL_GPU_ARCHITECTURES "6.0" "6.1" "6.2")
  46. if(CUDA_VERSION VERSION_LESS "9.0")
  47. list(APPEND CUDA_COMMON_GPU_ARCHITECTURES "6.1+PTX")
  48. set(CUDA_LIMIT_GPU_ARCHITECTURE "7.0")
  49. endif()
  50. endif ()
  51. if(CUDA_VERSION VERSION_GREATER_EQUAL "9.0")
  52. list(APPEND CUDA_KNOWN_GPU_ARCHITECTURES "Volta")
  53. list(APPEND CUDA_COMMON_GPU_ARCHITECTURES "7.0" "7.0+PTX")
  54. if(CUDA_VERSION VERSION_LESS "10.0")
  55. set(CUDA_LIMIT_GPU_ARCHITECTURE "8.0")
  56. endif()
  57. endif()
  58. ################################################################################################
  59. # A function for automatic detection of GPUs installed (if autodetection is enabled)
  60. # Usage:
  61. # CUDA_DETECT_INSTALLED_GPUS(OUT_VARIABLE)
  62. #
  63. function(CUDA_DETECT_INSTALLED_GPUS OUT_VARIABLE)
  64. if(NOT CUDA_GPU_DETECT_OUTPUT)
  65. if(CMAKE_CUDA_COMPILER_LOADED) # CUDA as a language
  66. set(file "${PROJECT_BINARY_DIR}/detect_cuda_compute_capabilities.cu")
  67. else()
  68. set(file "${PROJECT_BINARY_DIR}/detect_cuda_compute_capabilities.cpp")
  69. endif()
  70. file(WRITE ${file} ""
  71. "#include <cuda_runtime.h>\n"
  72. "#include <cstdio>\n"
  73. "int main()\n"
  74. "{\n"
  75. " int count = 0;\n"
  76. " if (cudaSuccess != cudaGetDeviceCount(&count)) return -1;\n"
  77. " if (count == 0) return -1;\n"
  78. " for (int device = 0; device < count; ++device)\n"
  79. " {\n"
  80. " cudaDeviceProp prop;\n"
  81. " if (cudaSuccess == cudaGetDeviceProperties(&prop, device))\n"
  82. " std::printf(\"%d.%d \", prop.major, prop.minor);\n"
  83. " }\n"
  84. " return 0;\n"
  85. "}\n")
  86. if(CMAKE_CUDA_COMPILER_LOADED) # CUDA as a language
  87. try_run(run_result compile_result ${PROJECT_BINARY_DIR} ${file}
  88. RUN_OUTPUT_VARIABLE compute_capabilities)
  89. else()
  90. try_run(run_result compile_result ${PROJECT_BINARY_DIR} ${file}
  91. CMAKE_FLAGS "-DINCLUDE_DIRECTORIES=${CUDA_INCLUDE_DIRS}"
  92. LINK_LIBRARIES ${CUDA_LIBRARIES}
  93. RUN_OUTPUT_VARIABLE compute_capabilities)
  94. endif()
  95. if(run_result EQUAL 0)
  96. string(REPLACE "2.1" "2.1(2.0)" compute_capabilities "${compute_capabilities}")
  97. set(CUDA_GPU_DETECT_OUTPUT ${compute_capabilities}
  98. CACHE INTERNAL "Returned GPU architectures from detect_gpus tool" FORCE)
  99. endif()
  100. endif()
  101. if(NOT CUDA_GPU_DETECT_OUTPUT)
  102. message(STATUS "Automatic GPU detection failed. Building for common architectures.")
  103. set(${OUT_VARIABLE} ${CUDA_COMMON_GPU_ARCHITECTURES} PARENT_SCOPE)
  104. else()
  105. # Filter based on CUDA version supported archs
  106. set(CUDA_GPU_DETECT_OUTPUT_FILTERED "")
  107. separate_arguments(CUDA_GPU_DETECT_OUTPUT)
  108. foreach(ITEM IN ITEMS ${CUDA_GPU_DETECT_OUTPUT})
  109. if(CUDA_LIMIT_GPU_ARCHITECTURE AND ITEM VERSION_GREATER_EQUAL CUDA_LIMIT_GPU_ARCHITECTURE)
  110. list(GET CUDA_COMMON_GPU_ARCHITECTURES -1 NEWITEM)
  111. string(APPEND CUDA_GPU_DETECT_OUTPUT_FILTERED " ${NEWITEM}")
  112. else()
  113. string(APPEND CUDA_GPU_DETECT_OUTPUT_FILTERED " ${ITEM}")
  114. endif()
  115. endforeach()
  116. set(${OUT_VARIABLE} ${CUDA_GPU_DETECT_OUTPUT_FILTERED} PARENT_SCOPE)
  117. endif()
  118. endfunction()
  119. ################################################################################################
  120. # Function for selecting GPU arch flags for nvcc based on CUDA architectures from parameter list
  121. # Usage:
  122. # SELECT_NVCC_ARCH_FLAGS(out_variable [list of CUDA compute archs])
  123. function(CUDA_SELECT_NVCC_ARCH_FLAGS out_variable)
  124. set(CUDA_ARCH_LIST "${ARGN}")
  125. if("X${CUDA_ARCH_LIST}" STREQUAL "X" )
  126. set(CUDA_ARCH_LIST "Auto")
  127. endif()
  128. set(cuda_arch_bin)
  129. set(cuda_arch_ptx)
  130. if("${CUDA_ARCH_LIST}" STREQUAL "All")
  131. set(CUDA_ARCH_LIST ${CUDA_KNOWN_GPU_ARCHITECTURES})
  132. elseif("${CUDA_ARCH_LIST}" STREQUAL "Common")
  133. set(CUDA_ARCH_LIST ${CUDA_COMMON_GPU_ARCHITECTURES})
  134. elseif("${CUDA_ARCH_LIST}" STREQUAL "Auto")
  135. CUDA_DETECT_INSTALLED_GPUS(CUDA_ARCH_LIST)
  136. message(STATUS "Autodetected CUDA architecture(s): ${CUDA_ARCH_LIST}")
  137. endif()
  138. # Now process the list and look for names
  139. string(REGEX REPLACE "[ \t]+" ";" CUDA_ARCH_LIST "${CUDA_ARCH_LIST}")
  140. list(REMOVE_DUPLICATES CUDA_ARCH_LIST)
  141. foreach(arch_name ${CUDA_ARCH_LIST})
  142. set(arch_bin)
  143. set(arch_ptx)
  144. set(add_ptx FALSE)
  145. # Check to see if we are compiling PTX
  146. if(arch_name MATCHES "(.*)\\+PTX$")
  147. set(add_ptx TRUE)
  148. set(arch_name ${CMAKE_MATCH_1})
  149. endif()
  150. if(arch_name MATCHES "^([0-9]\\.[0-9](\\([0-9]\\.[0-9]\\))?)$")
  151. set(arch_bin ${CMAKE_MATCH_1})
  152. set(arch_ptx ${arch_bin})
  153. else()
  154. # Look for it in our list of known architectures
  155. if(${arch_name} STREQUAL "Fermi")
  156. set(arch_bin 2.0 "2.1(2.0)")
  157. elseif(${arch_name} STREQUAL "Kepler+Tegra")
  158. set(arch_bin 3.2)
  159. elseif(${arch_name} STREQUAL "Kepler+Tesla")
  160. set(arch_bin 3.7)
  161. elseif(${arch_name} STREQUAL "Kepler")
  162. set(arch_bin 3.0 3.5)
  163. set(arch_ptx 3.5)
  164. elseif(${arch_name} STREQUAL "Maxwell+Tegra")
  165. set(arch_bin 5.3)
  166. elseif(${arch_name} STREQUAL "Maxwell")
  167. set(arch_bin 5.0 5.2)
  168. set(arch_ptx 5.2)
  169. elseif(${arch_name} STREQUAL "Pascal")
  170. set(arch_bin 6.0 6.1)
  171. set(arch_ptx 6.1)
  172. elseif(${arch_name} STREQUAL "Volta")
  173. set(arch_bin 7.0 7.0)
  174. set(arch_ptx 7.0)
  175. else()
  176. message(SEND_ERROR "Unknown CUDA Architecture Name ${arch_name} in CUDA_SELECT_NVCC_ARCH_FLAGS")
  177. endif()
  178. endif()
  179. if(NOT arch_bin)
  180. message(SEND_ERROR "arch_bin wasn't set for some reason")
  181. endif()
  182. list(APPEND cuda_arch_bin ${arch_bin})
  183. if(add_ptx)
  184. if (NOT arch_ptx)
  185. set(arch_ptx ${arch_bin})
  186. endif()
  187. list(APPEND cuda_arch_ptx ${arch_ptx})
  188. endif()
  189. endforeach()
  190. # remove dots and convert to lists
  191. string(REGEX REPLACE "\\." "" cuda_arch_bin "${cuda_arch_bin}")
  192. string(REGEX REPLACE "\\." "" cuda_arch_ptx "${cuda_arch_ptx}")
  193. string(REGEX MATCHALL "[0-9()]+" cuda_arch_bin "${cuda_arch_bin}")
  194. string(REGEX MATCHALL "[0-9]+" cuda_arch_ptx "${cuda_arch_ptx}")
  195. if(cuda_arch_bin)
  196. list(REMOVE_DUPLICATES cuda_arch_bin)
  197. endif()
  198. if(cuda_arch_ptx)
  199. list(REMOVE_DUPLICATES cuda_arch_ptx)
  200. endif()
  201. set(nvcc_flags "")
  202. set(nvcc_archs_readable "")
  203. # Tell NVCC to add binaries for the specified GPUs
  204. foreach(arch ${cuda_arch_bin})
  205. if(arch MATCHES "([0-9]+)\\(([0-9]+)\\)")
  206. # User explicitly specified ARCH for the concrete CODE
  207. list(APPEND nvcc_flags -gencode arch=compute_${CMAKE_MATCH_2},code=sm_${CMAKE_MATCH_1})
  208. list(APPEND nvcc_archs_readable sm_${CMAKE_MATCH_1})
  209. else()
  210. # User didn't explicitly specify ARCH for the concrete CODE, we assume ARCH=CODE
  211. list(APPEND nvcc_flags -gencode arch=compute_${arch},code=sm_${arch})
  212. list(APPEND nvcc_archs_readable sm_${arch})
  213. endif()
  214. endforeach()
  215. # Tell NVCC to add PTX intermediate code for the specified architectures
  216. foreach(arch ${cuda_arch_ptx})
  217. list(APPEND nvcc_flags -gencode arch=compute_${arch},code=compute_${arch})
  218. list(APPEND nvcc_archs_readable compute_${arch})
  219. endforeach()
  220. string(REPLACE ";" " " nvcc_archs_readable "${nvcc_archs_readable}")
  221. set(${out_variable} ${nvcc_flags} PARENT_SCOPE)
  222. set(${out_variable}_readable ${nvcc_archs_readable} PARENT_SCOPE)
  223. endfunction()