select_compute_arch.cmake 8.3 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 ${ARCH_FLAGS})
  16. #
  17. # More info on CUDA architectures: https://en.wikipedia.org/wiki/CUDA
  18. #
  19. # This list will be used for CUDA_ARCH_NAME = All option
  20. set(CUDA_KNOWN_GPU_ARCHITECTURES "Fermi" "Kepler" "Maxwell")
  21. # This list will be used for CUDA_ARCH_NAME = Common option (enabled by default)
  22. set(CUDA_COMMON_GPU_ARCHITECTURES "3.0" "3.5" "5.0")
  23. if(CMAKE_CUDA_COMPILER_LOADED) # CUDA as a language
  24. if(CMAKE_CUDA_COMPILER_ID STREQUAL "NVIDIA")
  25. set(CUDA_VERSION "${CMAKE_CUDA_COMPILER_VERSION}")
  26. endif()
  27. endif()
  28. if (CUDA_VERSION VERSION_GREATER "6.5")
  29. list(APPEND CUDA_KNOWN_GPU_ARCHITECTURES "Kepler+Tegra" "Kepler+Tesla" "Maxwell+Tegra")
  30. list(APPEND CUDA_COMMON_GPU_ARCHITECTURES "5.2")
  31. endif ()
  32. if (CUDA_VERSION VERSION_GREATER "7.5")
  33. list(APPEND CUDA_KNOWN_GPU_ARCHITECTURES "Pascal")
  34. list(APPEND CUDA_COMMON_GPU_ARCHITECTURES "6.0" "6.1")
  35. else()
  36. list(APPEND CUDA_COMMON_GPU_ARCHITECTURES "5.2+PTX")
  37. endif ()
  38. if (CUDA_VERSION VERSION_GREATER "8.5")
  39. list(APPEND CUDA_KNOWN_GPU_ARCHITECTURES "Volta")
  40. list(APPEND CUDA_COMMON_GPU_ARCHITECTURES "7.0" "7.0+PTX")
  41. else()
  42. list(APPEND CUDA_COMMON_GPU_ARCHITECTURES "6.1+PTX")
  43. endif()
  44. ################################################################################################
  45. # A function for automatic detection of GPUs installed (if autodetection is enabled)
  46. # Usage:
  47. # CUDA_DETECT_INSTALLED_GPUS(OUT_VARIABLE)
  48. #
  49. function(CUDA_DETECT_INSTALLED_GPUS OUT_VARIABLE)
  50. if(NOT CUDA_GPU_DETECT_OUTPUT)
  51. if(CMAKE_CUDA_COMPILER_LOADED) # CUDA as a language
  52. set(file "${PROJECT_BINARY_DIR}/detect_cuda_compute_capabilities.cu")
  53. else()
  54. set(file "${PROJECT_BINARY_DIR}/detect_cuda_compute_capabilities.cpp")
  55. endif()
  56. file(WRITE ${file} ""
  57. "#include <cuda_runtime.h>\n"
  58. "#include <cstdio>\n"
  59. "int main()\n"
  60. "{\n"
  61. " int count = 0;\n"
  62. " if (cudaSuccess != cudaGetDeviceCount(&count)) return -1;\n"
  63. " if (count == 0) return -1;\n"
  64. " for (int device = 0; device < count; ++device)\n"
  65. " {\n"
  66. " cudaDeviceProp prop;\n"
  67. " if (cudaSuccess == cudaGetDeviceProperties(&prop, device))\n"
  68. " std::printf(\"%d.%d \", prop.major, prop.minor);\n"
  69. " }\n"
  70. " return 0;\n"
  71. "}\n")
  72. if(CMAKE_CUDA_COMPILER_LOADED) # CUDA as a language
  73. try_run(run_result compile_result ${PROJECT_BINARY_DIR} ${file}
  74. RUN_OUTPUT_VARIABLE compute_capabilities)
  75. else()
  76. try_run(run_result compile_result ${PROJECT_BINARY_DIR} ${file}
  77. CMAKE_FLAGS "-DINCLUDE_DIRECTORIES=${CUDA_INCLUDE_DIRS}"
  78. LINK_LIBRARIES ${CUDA_LIBRARIES}
  79. RUN_OUTPUT_VARIABLE compute_capabilities)
  80. endif()
  81. if(run_result EQUAL 0)
  82. string(REPLACE "2.1" "2.1(2.0)" compute_capabilities "${compute_capabilities}")
  83. set(CUDA_GPU_DETECT_OUTPUT ${compute_capabilities}
  84. CACHE INTERNAL "Returned GPU architectures from detect_gpus tool" FORCE)
  85. endif()
  86. endif()
  87. if(NOT CUDA_GPU_DETECT_OUTPUT)
  88. message(STATUS "Automatic GPU detection failed. Building for common architectures.")
  89. set(${OUT_VARIABLE} ${CUDA_COMMON_GPU_ARCHITECTURES} PARENT_SCOPE)
  90. else()
  91. set(${OUT_VARIABLE} ${CUDA_GPU_DETECT_OUTPUT} PARENT_SCOPE)
  92. endif()
  93. endfunction()
  94. ################################################################################################
  95. # Function for selecting GPU arch flags for nvcc based on CUDA architectures from parameter list
  96. # Usage:
  97. # SELECT_NVCC_ARCH_FLAGS(out_variable [list of CUDA compute archs])
  98. function(CUDA_SELECT_NVCC_ARCH_FLAGS out_variable)
  99. set(CUDA_ARCH_LIST "${ARGN}")
  100. if("X${CUDA_ARCH_LIST}" STREQUAL "X" )
  101. set(CUDA_ARCH_LIST "Auto")
  102. endif()
  103. set(cuda_arch_bin)
  104. set(cuda_arch_ptx)
  105. if("${CUDA_ARCH_LIST}" STREQUAL "All")
  106. set(CUDA_ARCH_LIST ${CUDA_KNOWN_GPU_ARCHITECTURES})
  107. elseif("${CUDA_ARCH_LIST}" STREQUAL "Common")
  108. set(CUDA_ARCH_LIST ${CUDA_COMMON_GPU_ARCHITECTURES})
  109. elseif("${CUDA_ARCH_LIST}" STREQUAL "Auto")
  110. CUDA_DETECT_INSTALLED_GPUS(CUDA_ARCH_LIST)
  111. message(STATUS "Autodetected CUDA architecture(s): ${CUDA_ARCH_LIST}")
  112. endif()
  113. # Now process the list and look for names
  114. string(REGEX REPLACE "[ \t]+" ";" CUDA_ARCH_LIST "${CUDA_ARCH_LIST}")
  115. list(REMOVE_DUPLICATES CUDA_ARCH_LIST)
  116. foreach(arch_name ${CUDA_ARCH_LIST})
  117. set(arch_bin)
  118. set(arch_ptx)
  119. set(add_ptx FALSE)
  120. # Check to see if we are compiling PTX
  121. if(arch_name MATCHES "(.*)\\+PTX$")
  122. set(add_ptx TRUE)
  123. set(arch_name ${CMAKE_MATCH_1})
  124. endif()
  125. if(arch_name MATCHES "^([0-9]\\.[0-9](\\([0-9]\\.[0-9]\\))?)$")
  126. set(arch_bin ${CMAKE_MATCH_1})
  127. set(arch_ptx ${arch_bin})
  128. else()
  129. # Look for it in our list of known architectures
  130. if(${arch_name} STREQUAL "Fermi")
  131. set(arch_bin 2.0 "2.1(2.0)")
  132. elseif(${arch_name} STREQUAL "Kepler+Tegra")
  133. set(arch_bin 3.2)
  134. elseif(${arch_name} STREQUAL "Kepler+Tesla")
  135. set(arch_bin 3.7)
  136. elseif(${arch_name} STREQUAL "Kepler")
  137. set(arch_bin 3.0 3.5)
  138. set(arch_ptx 3.5)
  139. elseif(${arch_name} STREQUAL "Maxwell+Tegra")
  140. set(arch_bin 5.3)
  141. elseif(${arch_name} STREQUAL "Maxwell")
  142. set(arch_bin 5.0 5.2)
  143. set(arch_ptx 5.2)
  144. elseif(${arch_name} STREQUAL "Pascal")
  145. set(arch_bin 6.0 6.1)
  146. set(arch_ptx 6.1)
  147. elseif(${arch_name} STREQUAL "Volta")
  148. set(arch_bin 7.0 7.0)
  149. set(arch_ptx 7.0)
  150. else()
  151. message(SEND_ERROR "Unknown CUDA Architecture Name ${arch_name} in CUDA_SELECT_NVCC_ARCH_FLAGS")
  152. endif()
  153. endif()
  154. if(NOT arch_bin)
  155. message(SEND_ERROR "arch_bin wasn't set for some reason")
  156. endif()
  157. list(APPEND cuda_arch_bin ${arch_bin})
  158. if(add_ptx)
  159. if (NOT arch_ptx)
  160. set(arch_ptx ${arch_bin})
  161. endif()
  162. list(APPEND cuda_arch_ptx ${arch_ptx})
  163. endif()
  164. endforeach()
  165. # remove dots and convert to lists
  166. string(REGEX REPLACE "\\." "" cuda_arch_bin "${cuda_arch_bin}")
  167. string(REGEX REPLACE "\\." "" cuda_arch_ptx "${cuda_arch_ptx}")
  168. string(REGEX MATCHALL "[0-9()]+" cuda_arch_bin "${cuda_arch_bin}")
  169. string(REGEX MATCHALL "[0-9]+" cuda_arch_ptx "${cuda_arch_ptx}")
  170. if(cuda_arch_bin)
  171. list(REMOVE_DUPLICATES cuda_arch_bin)
  172. endif()
  173. if(cuda_arch_ptx)
  174. list(REMOVE_DUPLICATES cuda_arch_ptx)
  175. endif()
  176. set(nvcc_flags "")
  177. set(nvcc_archs_readable "")
  178. # Tell NVCC to add binaries for the specified GPUs
  179. foreach(arch ${cuda_arch_bin})
  180. if(arch MATCHES "([0-9]+)\\(([0-9]+)\\)")
  181. # User explicitly specified ARCH for the concrete CODE
  182. list(APPEND nvcc_flags -gencode arch=compute_${CMAKE_MATCH_2},code=sm_${CMAKE_MATCH_1})
  183. list(APPEND nvcc_archs_readable sm_${CMAKE_MATCH_1})
  184. else()
  185. # User didn't explicitly specify ARCH for the concrete CODE, we assume ARCH=CODE
  186. list(APPEND nvcc_flags -gencode arch=compute_${arch},code=sm_${arch})
  187. list(APPEND nvcc_archs_readable sm_${arch})
  188. endif()
  189. endforeach()
  190. # Tell NVCC to add PTX intermediate code for the specified architectures
  191. foreach(arch ${cuda_arch_ptx})
  192. list(APPEND nvcc_flags -gencode arch=compute_${arch},code=compute_${arch})
  193. list(APPEND nvcc_archs_readable compute_${arch})
  194. endforeach()
  195. string(REPLACE ";" " " nvcc_archs_readable "${nvcc_archs_readable}")
  196. set(${out_variable} ${nvcc_flags} PARENT_SCOPE)
  197. set(${out_variable}_readable ${nvcc_archs_readable} PARENT_SCOPE)
  198. endfunction()