CMakeLists.txt 30 KB

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  1. cmake_minimum_required(VERSION 3.13) # for add_link_options
  2. project("llama.cpp" C CXX)
  3. set(CMAKE_EXPORT_COMPILE_COMMANDS ON)
  4. if (NOT XCODE AND NOT MSVC AND NOT CMAKE_BUILD_TYPE)
  5. set(CMAKE_BUILD_TYPE Release CACHE STRING "Build type" FORCE)
  6. set_property(CACHE CMAKE_BUILD_TYPE PROPERTY STRINGS "Debug" "Release" "MinSizeRel" "RelWithDebInfo")
  7. endif()
  8. set(CMAKE_RUNTIME_OUTPUT_DIRECTORY ${CMAKE_BINARY_DIR}/bin)
  9. if(CMAKE_SOURCE_DIR STREQUAL CMAKE_CURRENT_SOURCE_DIR)
  10. set(LLAMA_STANDALONE ON)
  11. # configure project version
  12. # TODO
  13. else()
  14. set(LLAMA_STANDALONE OFF)
  15. endif()
  16. if (EMSCRIPTEN)
  17. set(BUILD_SHARED_LIBS_DEFAULT OFF)
  18. option(LLAMA_WASM_SINGLE_FILE "llama: embed WASM inside the generated llama.js" ON)
  19. else()
  20. if (MINGW)
  21. set(BUILD_SHARED_LIBS_DEFAULT OFF)
  22. else()
  23. set(BUILD_SHARED_LIBS_DEFAULT ON)
  24. endif()
  25. endif()
  26. #
  27. # Option list
  28. #
  29. if (APPLE)
  30. set(LLAMA_METAL_DEFAULT ON)
  31. else()
  32. set(LLAMA_METAL_DEFAULT OFF)
  33. endif()
  34. # general
  35. option(LLAMA_STATIC "llama: static link libraries" OFF)
  36. option(LLAMA_NATIVE "llama: enable -march=native flag" ON)
  37. option(LLAMA_LTO "llama: enable link time optimization" OFF)
  38. # debug
  39. option(LLAMA_ALL_WARNINGS "llama: enable all compiler warnings" ON)
  40. option(LLAMA_ALL_WARNINGS_3RD_PARTY "llama: enable all compiler warnings in 3rd party libs" OFF)
  41. option(LLAMA_GPROF "llama: enable gprof" OFF)
  42. # sanitizers
  43. option(LLAMA_SANITIZE_THREAD "llama: enable thread sanitizer" OFF)
  44. option(LLAMA_SANITIZE_ADDRESS "llama: enable address sanitizer" OFF)
  45. option(LLAMA_SANITIZE_UNDEFINED "llama: enable undefined sanitizer" OFF)
  46. # instruction set specific
  47. if (LLAMA_NATIVE)
  48. set(INS_ENB OFF)
  49. else()
  50. set(INS_ENB ON)
  51. endif()
  52. option(LLAMA_AVX "llama: enable AVX" ${INS_ENB})
  53. option(LLAMA_AVX2 "llama: enable AVX2" ${INS_ENB})
  54. option(LLAMA_AVX512 "llama: enable AVX512" OFF)
  55. option(LLAMA_AVX512_VBMI "llama: enable AVX512-VBMI" OFF)
  56. option(LLAMA_AVX512_VNNI "llama: enable AVX512-VNNI" OFF)
  57. option(LLAMA_FMA "llama: enable FMA" ${INS_ENB})
  58. # in MSVC F16C is implied with AVX2/AVX512
  59. if (NOT MSVC)
  60. option(LLAMA_F16C "llama: enable F16C" ${INS_ENB})
  61. endif()
  62. # 3rd party libs
  63. option(LLAMA_ACCELERATE "llama: enable Accelerate framework" ON)
  64. option(LLAMA_BLAS "llama: use BLAS" OFF)
  65. set(LLAMA_BLAS_VENDOR "Generic" CACHE STRING "llama: BLAS library vendor")
  66. option(LLAMA_CUBLAS "llama: use CUDA" OFF)
  67. #option(LLAMA_CUDA_CUBLAS "llama: use cuBLAS for prompt processing" OFF)
  68. option(LLAMA_CUDA_FORCE_DMMV "llama: use dmmv instead of mmvq CUDA kernels" OFF)
  69. option(LLAMA_CUDA_FORCE_MMQ "llama: use mmq kernels instead of cuBLAS" OFF)
  70. set(LLAMA_CUDA_DMMV_X "32" CACHE STRING "llama: x stride for dmmv CUDA kernels")
  71. set(LLAMA_CUDA_MMV_Y "1" CACHE STRING "llama: y block size for mmv CUDA kernels")
  72. option(LLAMA_CUDA_F16 "llama: use 16 bit floats for some calculations" OFF)
  73. set(LLAMA_CUDA_KQUANTS_ITER "2" CACHE STRING "llama: iters./thread per block for Q2_K/Q6_K")
  74. set(LLAMA_CUDA_PEER_MAX_BATCH_SIZE "128" CACHE STRING
  75. "llama: max. batch size for using peer access")
  76. option(LLAMA_HIPBLAS "llama: use hipBLAS" OFF)
  77. option(LLAMA_CLBLAST "llama: use CLBlast" OFF)
  78. option(LLAMA_METAL "llama: use Metal" ${LLAMA_METAL_DEFAULT})
  79. option(LLAMA_METAL_NDEBUG "llama: disable Metal debugging" OFF)
  80. option(LLAMA_MPI "llama: use MPI" OFF)
  81. option(LLAMA_K_QUANTS "llama: use k-quants" ON)
  82. option(LLAMA_QKK_64 "llama: use super-block size of 64 for k-quants" OFF)
  83. option(LLAMA_BUILD_TESTS "llama: build tests" ${LLAMA_STANDALONE})
  84. option(LLAMA_BUILD_EXAMPLES "llama: build examples" ${LLAMA_STANDALONE})
  85. option(LLAMA_BUILD_SERVER "llama: build server example" ON)
  86. #
  87. # Build info header
  88. #
  89. # Generate initial build-info.h
  90. include(${CMAKE_CURRENT_SOURCE_DIR}/scripts/build-info.cmake)
  91. if(EXISTS "${CMAKE_CURRENT_SOURCE_DIR}/.git")
  92. set(GIT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/.git")
  93. # Is git submodule
  94. if(NOT IS_DIRECTORY "${GIT_DIR}")
  95. file(READ ${GIT_DIR} REAL_GIT_DIR_LINK)
  96. string(REGEX REPLACE "gitdir: (.*)\n$" "\\1" REAL_GIT_DIR ${REAL_GIT_DIR_LINK})
  97. set(GIT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/${REAL_GIT_DIR}")
  98. endif()
  99. # Add a custom target for build-info.h
  100. add_custom_target(BUILD_INFO ALL DEPENDS "${CMAKE_CURRENT_SOURCE_DIR}/build-info.h")
  101. # Add a custom command to rebuild build-info.h when .git/index changes
  102. add_custom_command(
  103. OUTPUT "${CMAKE_CURRENT_SOURCE_DIR}/build-info.h"
  104. COMMENT "Generating build details from Git"
  105. COMMAND ${CMAKE_COMMAND} -DMSVC=${MSVC} -DCMAKE_C_COMPILER_VERSION=${CMAKE_C_COMPILER_VERSION} -DCMAKE_C_COMPILER_ID=${CMAKE_C_COMPILER_ID} -DCMAKE_VS_PLATFORM_NAME=${CMAKE_VS_PLATFORM_NAME} -DCMAKE_C_COMPILER=${CMAKE_C_COMPILER} -P "${CMAKE_CURRENT_SOURCE_DIR}/scripts/build-info.cmake"
  106. WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}
  107. DEPENDS "${GIT_DIR}/index"
  108. VERBATIM
  109. )
  110. else()
  111. message(WARNING "Git repository not found; to enable automatic generation of build info, make sure Git is installed and the project is a Git repository.")
  112. endif()
  113. #
  114. # Compile flags
  115. #
  116. set(CMAKE_CXX_STANDARD 11)
  117. set(CMAKE_CXX_STANDARD_REQUIRED true)
  118. set(CMAKE_C_STANDARD 11)
  119. set(CMAKE_C_STANDARD_REQUIRED true)
  120. set(THREADS_PREFER_PTHREAD_FLAG ON)
  121. find_package(Threads REQUIRED)
  122. include(CheckCXXCompilerFlag)
  123. if (NOT MSVC)
  124. if (LLAMA_SANITIZE_THREAD)
  125. add_compile_options(-fsanitize=thread)
  126. link_libraries(-fsanitize=thread)
  127. endif()
  128. if (LLAMA_SANITIZE_ADDRESS)
  129. add_compile_options(-fsanitize=address -fno-omit-frame-pointer)
  130. link_libraries(-fsanitize=address)
  131. endif()
  132. if (LLAMA_SANITIZE_UNDEFINED)
  133. add_compile_options(-fsanitize=undefined)
  134. link_libraries(-fsanitize=undefined)
  135. endif()
  136. endif()
  137. if (APPLE AND LLAMA_ACCELERATE)
  138. find_library(ACCELERATE_FRAMEWORK Accelerate)
  139. if (ACCELERATE_FRAMEWORK)
  140. message(STATUS "Accelerate framework found")
  141. add_compile_definitions(GGML_USE_ACCELERATE)
  142. add_compile_definitions(ACCELERATE_NEW_LAPACK)
  143. add_compile_definitions(ACCELERATE_LAPACK_ILP64)
  144. set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} ${ACCELERATE_FRAMEWORK})
  145. else()
  146. message(WARNING "Accelerate framework not found")
  147. endif()
  148. endif()
  149. if (LLAMA_METAL)
  150. find_library(FOUNDATION_LIBRARY Foundation REQUIRED)
  151. find_library(METAL_FRAMEWORK Metal REQUIRED)
  152. find_library(METALKIT_FRAMEWORK MetalKit REQUIRED)
  153. message(STATUS "Metal framework found")
  154. set(GGML_HEADERS_METAL ggml-metal.h)
  155. set(GGML_SOURCES_METAL ggml-metal.m)
  156. add_compile_definitions(GGML_USE_METAL)
  157. if (LLAMA_METAL_NDEBUG)
  158. add_compile_definitions(GGML_METAL_NDEBUG)
  159. endif()
  160. # get full path to the file
  161. #add_compile_definitions(GGML_METAL_DIR_KERNELS="${CMAKE_CURRENT_SOURCE_DIR}/")
  162. # copy ggml-metal.metal to bin directory
  163. configure_file(ggml-metal.metal bin/ggml-metal.metal COPYONLY)
  164. set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS}
  165. ${FOUNDATION_LIBRARY}
  166. ${METAL_FRAMEWORK}
  167. ${METALKIT_FRAMEWORK}
  168. )
  169. endif()
  170. if (LLAMA_BLAS)
  171. if (LLAMA_STATIC)
  172. set(BLA_STATIC ON)
  173. endif()
  174. if ($(CMAKE_VERSION) VERSION_GREATER_EQUAL 3.22)
  175. set(BLA_SIZEOF_INTEGER 8)
  176. endif()
  177. set(BLA_VENDOR ${LLAMA_BLAS_VENDOR})
  178. find_package(BLAS)
  179. if (BLAS_FOUND)
  180. message(STATUS "BLAS found, Libraries: ${BLAS_LIBRARIES}")
  181. if ("${BLAS_INCLUDE_DIRS}" STREQUAL "")
  182. # BLAS_INCLUDE_DIRS is missing in FindBLAS.cmake.
  183. # see https://gitlab.kitware.com/cmake/cmake/-/issues/20268
  184. find_package(PkgConfig REQUIRED)
  185. if (${LLAMA_BLAS_VENDOR} MATCHES "Generic")
  186. pkg_check_modules(DepBLAS REQUIRED blas)
  187. elseif (${LLAMA_BLAS_VENDOR} MATCHES "OpenBLAS")
  188. pkg_check_modules(DepBLAS REQUIRED openblas)
  189. elseif (${LLAMA_BLAS_VENDOR} MATCHES "FLAME")
  190. pkg_check_modules(DepBLAS REQUIRED blis)
  191. elseif (${LLAMA_BLAS_VENDOR} MATCHES "ATLAS")
  192. pkg_check_modules(DepBLAS REQUIRED blas-atlas)
  193. elseif (${LLAMA_BLAS_VENDOR} MATCHES "FlexiBLAS")
  194. pkg_check_modules(DepBLAS REQUIRED flexiblas_api)
  195. elseif (${LLAMA_BLAS_VENDOR} MATCHES "Intel")
  196. # all Intel* libraries share the same include path
  197. pkg_check_modules(DepBLAS REQUIRED mkl-sdl)
  198. elseif (${LLAMA_BLAS_VENDOR} MATCHES "NVHPC")
  199. # this doesn't provide pkg-config
  200. # suggest to assign BLAS_INCLUDE_DIRS on your own
  201. if ("${NVHPC_VERSION}" STREQUAL "")
  202. message(WARNING "Better to set NVHPC_VERSION")
  203. else()
  204. set(DepBLAS_FOUND ON)
  205. set(DepBLAS_INCLUDE_DIRS "/opt/nvidia/hpc_sdk/${CMAKE_SYSTEM_NAME}_${CMAKE_SYSTEM_PROCESSOR}/${NVHPC_VERSION}/math_libs/include")
  206. endif()
  207. endif()
  208. if (DepBLAS_FOUND)
  209. set(BLAS_INCLUDE_DIRS ${DepBLAS_INCLUDE_DIRS})
  210. else()
  211. message(WARNING "BLAS_INCLUDE_DIRS neither been provided nor been automatically"
  212. " detected by pkgconfig, trying to find cblas.h from possible paths...")
  213. find_path(BLAS_INCLUDE_DIRS
  214. NAMES cblas.h
  215. HINTS
  216. /usr/include
  217. /usr/local/include
  218. /usr/include/openblas
  219. /opt/homebrew/opt/openblas/include
  220. /usr/local/opt/openblas/include
  221. /usr/include/x86_64-linux-gnu/openblas/include
  222. )
  223. endif()
  224. endif()
  225. message(STATUS "BLAS found, Includes: ${BLAS_INCLUDE_DIRS}")
  226. add_compile_options(${BLAS_LINKER_FLAGS})
  227. add_compile_definitions(GGML_USE_OPENBLAS)
  228. if (${BLAS_INCLUDE_DIRS} MATCHES "mkl" AND (${LLAMA_BLAS_VENDOR} MATCHES "Generic" OR ${LLAMA_BLAS_VENDOR} MATCHES "Intel"))
  229. add_compile_definitions(GGML_BLAS_USE_MKL)
  230. endif()
  231. set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} ${BLAS_LIBRARIES})
  232. set(LLAMA_EXTRA_INCLUDES ${LLAMA_EXTRA_INCLUDES} ${BLAS_INCLUDE_DIRS})
  233. else()
  234. message(WARNING "BLAS not found, please refer to "
  235. "https://cmake.org/cmake/help/latest/module/FindBLAS.html#blas-lapack-vendors"
  236. " to set correct LLAMA_BLAS_VENDOR")
  237. endif()
  238. endif()
  239. if (LLAMA_K_QUANTS)
  240. set(GGML_HEADERS_EXTRA k_quants.h)
  241. set(GGML_SOURCES_EXTRA k_quants.c)
  242. add_compile_definitions(GGML_USE_K_QUANTS)
  243. if (LLAMA_QKK_64)
  244. add_compile_definitions(GGML_QKK_64)
  245. endif()
  246. endif()
  247. if (LLAMA_CUBLAS)
  248. cmake_minimum_required(VERSION 3.17)
  249. find_package(CUDAToolkit)
  250. if (CUDAToolkit_FOUND)
  251. message(STATUS "cuBLAS found")
  252. enable_language(CUDA)
  253. set(GGML_HEADERS_CUDA ggml-cuda.h)
  254. set(GGML_SOURCES_CUDA ggml-cuda.cu)
  255. add_compile_definitions(GGML_USE_CUBLAS)
  256. # if (LLAMA_CUDA_CUBLAS)
  257. # add_compile_definitions(GGML_CUDA_CUBLAS)
  258. # endif()
  259. if (LLAMA_CUDA_FORCE_DMMV)
  260. add_compile_definitions(GGML_CUDA_FORCE_DMMV)
  261. endif()
  262. if (LLAMA_CUDA_FORCE_MMQ)
  263. add_compile_definitions(GGML_CUDA_FORCE_MMQ)
  264. endif()
  265. add_compile_definitions(GGML_CUDA_DMMV_X=${LLAMA_CUDA_DMMV_X})
  266. add_compile_definitions(GGML_CUDA_MMV_Y=${LLAMA_CUDA_MMV_Y})
  267. if (DEFINED LLAMA_CUDA_DMMV_Y)
  268. add_compile_definitions(GGML_CUDA_MMV_Y=${LLAMA_CUDA_DMMV_Y}) # for backwards compatibility
  269. endif()
  270. if (LLAMA_CUDA_F16 OR LLAMA_CUDA_DMMV_F16)
  271. add_compile_definitions(GGML_CUDA_F16)
  272. endif()
  273. add_compile_definitions(K_QUANTS_PER_ITERATION=${LLAMA_CUDA_KQUANTS_ITER})
  274. add_compile_definitions(GGML_CUDA_PEER_MAX_BATCH_SIZE=${LLAMA_CUDA_PEER_MAX_BATCH_SIZE})
  275. if (LLAMA_STATIC)
  276. set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} CUDA::cudart_static CUDA::cublas_static CUDA::cublasLt_static)
  277. else()
  278. set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} CUDA::cudart CUDA::cublas CUDA::cublasLt)
  279. endif()
  280. if (NOT DEFINED CMAKE_CUDA_ARCHITECTURES)
  281. # 52 == lowest CUDA 12 standard
  282. # 60 == f16 CUDA intrinsics
  283. # 61 == integer CUDA intrinsics
  284. # 70 == compute capability at which unrolling a loop in mul_mat_q kernels is faster
  285. if (LLAMA_CUDA_F16 OR LLAMA_CUDA_DMMV_F16)
  286. set(CMAKE_CUDA_ARCHITECTURES "60;61;70") # needed for f16 CUDA intrinsics
  287. else()
  288. set(CMAKE_CUDA_ARCHITECTURES "52;61;70") # lowest CUDA 12 standard + lowest for integer intrinsics
  289. #set(CMAKE_CUDA_ARCHITECTURES "") # use this to compile much faster, but only F16 models work
  290. endif()
  291. endif()
  292. message(STATUS "Using CUDA architectures: ${CMAKE_CUDA_ARCHITECTURES}")
  293. else()
  294. message(WARNING "cuBLAS not found")
  295. endif()
  296. endif()
  297. if (LLAMA_MPI)
  298. cmake_minimum_required(VERSION 3.10)
  299. find_package(MPI)
  300. if (MPI_C_FOUND)
  301. message(STATUS "MPI found")
  302. set(GGML_HEADERS_MPI ggml-mpi.h)
  303. set(GGML_SOURCES_MPI ggml-mpi.c ggml-mpi.h)
  304. add_compile_definitions(GGML_USE_MPI)
  305. add_compile_definitions(${MPI_C_COMPILE_DEFINITIONS})
  306. if (NOT MSVC)
  307. add_compile_options(-Wno-cast-qual)
  308. endif()
  309. set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} ${MPI_C_LIBRARIES})
  310. set(LLAMA_EXTRA_INCLUDES ${LLAMA_EXTRA_INCLUDES} ${MPI_C_INCLUDE_DIRS})
  311. # Even if you're only using the C header, C++ programs may bring in MPI
  312. # C++ functions, so more linkage is needed
  313. if (MPI_CXX_FOUND)
  314. set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} ${MPI_CXX_LIBRARIES})
  315. endif()
  316. else()
  317. message(WARNING "MPI not found")
  318. endif()
  319. endif()
  320. if (LLAMA_CLBLAST)
  321. find_package(CLBlast)
  322. if (CLBlast_FOUND)
  323. message(STATUS "CLBlast found")
  324. set(GGML_HEADERS_OPENCL ggml-opencl.h)
  325. set(GGML_SOURCES_OPENCL ggml-opencl.cpp)
  326. add_compile_definitions(GGML_USE_CLBLAST)
  327. set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} clblast)
  328. else()
  329. message(WARNING "CLBlast not found")
  330. endif()
  331. endif()
  332. if (LLAMA_HIPBLAS)
  333. list(APPEND CMAKE_PREFIX_PATH /opt/rocm)
  334. if (NOT ${CMAKE_C_COMPILER_ID} MATCHES "Clang")
  335. message(WARNING "Only LLVM is supported for HIP, hint: CC=/opt/rocm/llvm/bin/clang")
  336. endif()
  337. if (NOT ${CMAKE_CXX_COMPILER_ID} MATCHES "Clang")
  338. message(WARNING "Only LLVM is supported for HIP, hint: CXX=/opt/rocm/llvm/bin/clang++")
  339. endif()
  340. find_package(hip)
  341. find_package(hipblas)
  342. find_package(rocblas)
  343. if (${hipblas_FOUND} AND ${hip_FOUND})
  344. message(STATUS "HIP and hipBLAS found")
  345. add_compile_definitions(GGML_USE_HIPBLAS GGML_USE_CUBLAS)
  346. add_library(ggml-rocm OBJECT ggml-cuda.cu ggml-cuda.h)
  347. if (BUILD_SHARED_LIBS)
  348. set_target_properties(ggml-rocm PROPERTIES POSITION_INDEPENDENT_CODE ON)
  349. endif()
  350. if (LLAMA_CUDA_FORCE_DMMV)
  351. target_compile_definitions(ggml-rocm PRIVATE GGML_CUDA_FORCE_DMMV)
  352. endif()
  353. if (LLAMA_CUDA_FORCE_MMQ)
  354. target_compile_definitions(ggml-rocm PRIVATE GGML_CUDA_FORCE_MMQ)
  355. endif()
  356. target_compile_definitions(ggml-rocm PRIVATE GGML_CUDA_DMMV_X=${LLAMA_CUDA_DMMV_X})
  357. target_compile_definitions(ggml-rocm PRIVATE GGML_CUDA_MMV_Y=${LLAMA_CUDA_MMV_Y})
  358. target_compile_definitions(ggml-rocm PRIVATE K_QUANTS_PER_ITERATION=${LLAMA_CUDA_KQUANTS_ITER})
  359. set_source_files_properties(ggml-cuda.cu PROPERTIES LANGUAGE CXX)
  360. target_link_libraries(ggml-rocm PRIVATE hip::device PUBLIC hip::host roc::rocblas roc::hipblas)
  361. if (LLAMA_STATIC)
  362. message(FATAL_ERROR "Static linking not supported for HIP/ROCm")
  363. endif()
  364. set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} ggml-rocm)
  365. else()
  366. message(WARNING "hipBLAS or HIP not found. Try setting CMAKE_PREFIX_PATH=/opt/rocm")
  367. endif()
  368. endif()
  369. if (LLAMA_ALL_WARNINGS)
  370. if (NOT MSVC)
  371. set(warning_flags -Wall -Wextra -Wpedantic -Wcast-qual -Wno-unused-function)
  372. set(c_flags -Wshadow -Wstrict-prototypes -Wpointer-arith -Wmissing-prototypes -Werror=implicit-int -Werror=implicit-function-declaration)
  373. set(cxx_flags -Wmissing-declarations -Wmissing-noreturn)
  374. set(host_cxx_flags "")
  375. if (CMAKE_C_COMPILER_ID MATCHES "Clang")
  376. set(warning_flags ${warning_flags} -Wunreachable-code-break -Wunreachable-code-return)
  377. set(host_cxx_flags ${host_cxx_flags} -Wmissing-prototypes -Wextra-semi)
  378. if (
  379. (CMAKE_C_COMPILER_ID STREQUAL "Clang" AND CMAKE_C_COMPILER_VERSION VERSION_GREATER_EQUAL 3.8.0) OR
  380. (CMAKE_C_COMPILER_ID STREQUAL "AppleClang" AND CMAKE_C_COMPILER_VERSION VERSION_GREATER_EQUAL 7.3.0)
  381. )
  382. set(c_flags ${c_flags} -Wdouble-promotion)
  383. endif()
  384. elseif (CMAKE_C_COMPILER_ID STREQUAL "GNU")
  385. set(c_flags ${c_flags} -Wdouble-promotion)
  386. set(host_cxx_flags ${host_cxx_flags} -Wno-array-bounds)
  387. if (CMAKE_CXX_COMPILER_VERSION VERSION_GREATER_EQUAL 7.1.0)
  388. set(host_cxx_flags ${host_cxx_flags} -Wno-format-truncation)
  389. endif()
  390. if (CMAKE_CXX_COMPILER_VERSION VERSION_GREATER_EQUAL 8.1.0)
  391. set(host_cxx_flags ${host_cxx_flags} -Wextra-semi)
  392. endif()
  393. endif()
  394. else()
  395. # todo : msvc
  396. endif()
  397. set(c_flags ${c_flags} ${warning_flags})
  398. set(cxx_flags ${cxx_flags} ${warning_flags})
  399. add_compile_options("$<$<COMPILE_LANGUAGE:C>:${c_flags}>"
  400. "$<$<COMPILE_LANGUAGE:CXX>:${cxx_flags}>"
  401. "$<$<COMPILE_LANGUAGE:CXX>:${host_cxx_flags}>")
  402. endif()
  403. if (NOT MSVC)
  404. set(cuda_flags -Wno-pedantic)
  405. endif()
  406. set(cuda_flags ${cxx_flags} -use_fast_math ${cuda_flags})
  407. list(JOIN host_cxx_flags " " cuda_host_flags) # pass host compiler flags as a single argument
  408. if (NOT cuda_host_flags STREQUAL "")
  409. set(cuda_flags ${cuda_flags} -Xcompiler ${cuda_host_flags})
  410. endif()
  411. add_compile_options("$<$<COMPILE_LANGUAGE:CUDA>:${cuda_flags}>")
  412. if (WIN32)
  413. add_compile_definitions(_CRT_SECURE_NO_WARNINGS)
  414. if (BUILD_SHARED_LIBS)
  415. set(CMAKE_WINDOWS_EXPORT_ALL_SYMBOLS ON)
  416. endif()
  417. endif()
  418. if (LLAMA_LTO)
  419. include(CheckIPOSupported)
  420. check_ipo_supported(RESULT result OUTPUT output)
  421. if (result)
  422. set(CMAKE_INTERPROCEDURAL_OPTIMIZATION TRUE)
  423. else()
  424. message(WARNING "IPO is not supported: ${output}")
  425. endif()
  426. endif()
  427. # Architecture specific
  428. # TODO: probably these flags need to be tweaked on some architectures
  429. # feel free to update the Makefile for your architecture and send a pull request or issue
  430. message(STATUS "CMAKE_SYSTEM_PROCESSOR: ${CMAKE_SYSTEM_PROCESSOR}")
  431. if (MSVC)
  432. string(TOLOWER "${CMAKE_GENERATOR_PLATFORM}" CMAKE_GENERATOR_PLATFORM_LWR)
  433. message(STATUS "CMAKE_GENERATOR_PLATFORM: ${CMAKE_GENERATOR_PLATFORM}")
  434. else ()
  435. set(CMAKE_GENERATOR_PLATFORM_LWR "")
  436. endif ()
  437. if (NOT MSVC)
  438. if (LLAMA_STATIC)
  439. add_link_options(-static)
  440. if (MINGW)
  441. add_link_options(-static-libgcc -static-libstdc++)
  442. endif()
  443. endif()
  444. if (LLAMA_GPROF)
  445. add_compile_options(-pg)
  446. endif()
  447. endif()
  448. if ((${CMAKE_SYSTEM_PROCESSOR} MATCHES "arm") OR (${CMAKE_SYSTEM_PROCESSOR} MATCHES "aarch64") OR ("${CMAKE_GENERATOR_PLATFORM_LWR}" MATCHES "arm64"))
  449. message(STATUS "ARM detected")
  450. if (MSVC)
  451. add_compile_definitions(__ARM_NEON)
  452. add_compile_definitions(__ARM_FEATURE_FMA)
  453. add_compile_definitions(__ARM_FEATURE_DOTPROD)
  454. # add_compile_definitions(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC) # MSVC doesn't support vdupq_n_f16, vld1q_f16, vst1q_f16
  455. add_compile_definitions(__aarch64__) # MSVC defines _M_ARM64 instead
  456. else()
  457. check_cxx_compiler_flag(-mfp16-format=ieee COMPILER_SUPPORTS_FP16_FORMAT_I3E)
  458. if (NOT "${COMPILER_SUPPORTS_FP16_FORMAT_I3E}" STREQUAL "")
  459. add_compile_options(-mfp16-format=ieee)
  460. endif()
  461. if (${CMAKE_SYSTEM_PROCESSOR} MATCHES "armv6")
  462. # Raspberry Pi 1, Zero
  463. add_compile_options(-mfpu=neon-fp-armv8 -mno-unaligned-access)
  464. endif()
  465. if (${CMAKE_SYSTEM_PROCESSOR} MATCHES "armv7")
  466. # Raspberry Pi 2
  467. add_compile_options(-mfpu=neon-fp-armv8 -mno-unaligned-access -funsafe-math-optimizations)
  468. endif()
  469. if (${CMAKE_SYSTEM_PROCESSOR} MATCHES "armv8")
  470. # Raspberry Pi 3, 4, Zero 2 (32-bit)
  471. add_compile_options(-mno-unaligned-access)
  472. endif()
  473. endif()
  474. elseif (${CMAKE_SYSTEM_PROCESSOR} MATCHES "^(x86_64|i686|AMD64)$" OR "${CMAKE_GENERATOR_PLATFORM_LWR}" MATCHES "^(x86_64|i686|amd64|x64)$" )
  475. message(STATUS "x86 detected")
  476. if (MSVC)
  477. if (LLAMA_AVX512)
  478. add_compile_options($<$<COMPILE_LANGUAGE:C>:/arch:AVX512>)
  479. add_compile_options($<$<COMPILE_LANGUAGE:CXX>:/arch:AVX512>)
  480. # MSVC has no compile-time flags enabling specific
  481. # AVX512 extensions, neither it defines the
  482. # macros corresponding to the extensions.
  483. # Do it manually.
  484. if (LLAMA_AVX512_VBMI)
  485. add_compile_definitions($<$<COMPILE_LANGUAGE:C>:__AVX512VBMI__>)
  486. add_compile_definitions($<$<COMPILE_LANGUAGE:CXX>:__AVX512VBMI__>)
  487. endif()
  488. if (LLAMA_AVX512_VNNI)
  489. add_compile_definitions($<$<COMPILE_LANGUAGE:C>:__AVX512VNNI__>)
  490. add_compile_definitions($<$<COMPILE_LANGUAGE:CXX>:__AVX512VNNI__>)
  491. endif()
  492. elseif (LLAMA_AVX2)
  493. add_compile_options($<$<COMPILE_LANGUAGE:C>:/arch:AVX2>)
  494. add_compile_options($<$<COMPILE_LANGUAGE:CXX>:/arch:AVX2>)
  495. elseif (LLAMA_AVX)
  496. add_compile_options($<$<COMPILE_LANGUAGE:C>:/arch:AVX>)
  497. add_compile_options($<$<COMPILE_LANGUAGE:CXX>:/arch:AVX>)
  498. endif()
  499. else()
  500. if (LLAMA_NATIVE)
  501. add_compile_options(-march=native)
  502. endif()
  503. if (LLAMA_F16C)
  504. add_compile_options(-mf16c)
  505. endif()
  506. if (LLAMA_FMA)
  507. add_compile_options(-mfma)
  508. endif()
  509. if (LLAMA_AVX)
  510. add_compile_options(-mavx)
  511. endif()
  512. if (LLAMA_AVX2)
  513. add_compile_options(-mavx2)
  514. endif()
  515. if (LLAMA_AVX512)
  516. add_compile_options(-mavx512f)
  517. add_compile_options(-mavx512bw)
  518. endif()
  519. if (LLAMA_AVX512_VBMI)
  520. add_compile_options(-mavx512vbmi)
  521. endif()
  522. if (LLAMA_AVX512_VNNI)
  523. add_compile_options(-mavx512vnni)
  524. endif()
  525. endif()
  526. elseif (${CMAKE_SYSTEM_PROCESSOR} MATCHES "ppc64")
  527. message(STATUS "PowerPC detected")
  528. add_compile_options(-mcpu=native -mtune=native)
  529. #TODO: Add targets for Power8/Power9 (Altivec/VSX) and Power10(MMA) and query for big endian systems (ppc64/le/be)
  530. else()
  531. message(STATUS "Unknown architecture")
  532. endif()
  533. #
  534. # POSIX conformance
  535. #
  536. # clock_gettime came in POSIX.1b (1993)
  537. # CLOCK_MONOTONIC came in POSIX.1-2001 / SUSv3 as optional
  538. # posix_memalign came in POSIX.1-2001 / SUSv3
  539. # M_PI is an XSI extension since POSIX.1-2001 / SUSv3, came in XPG1 (1985)
  540. add_compile_definitions(_XOPEN_SOURCE=600)
  541. # Somehow in OpenBSD whenever POSIX conformance is specified
  542. # some string functions rely on locale_t availability,
  543. # which was introduced in POSIX.1-2008, forcing us to go higher
  544. if (CMAKE_SYSTEM_NAME MATCHES "OpenBSD")
  545. remove_definitions(-D_XOPEN_SOURCE=600)
  546. add_compile_definitions(_XOPEN_SOURCE=700)
  547. endif()
  548. # Data types, macros and functions related to controlling CPU affinity and
  549. # some memory allocation are available on Linux through GNU extensions in libc
  550. if (CMAKE_SYSTEM_NAME MATCHES "Linux")
  551. add_compile_definitions(_GNU_SOURCE)
  552. endif()
  553. # RLIMIT_MEMLOCK came in BSD, is not specified in POSIX.1,
  554. # and on macOS its availability depends on enabling Darwin extensions
  555. # similarly on DragonFly, enabling BSD extensions is necessary
  556. if (
  557. CMAKE_SYSTEM_NAME MATCHES "Darwin" OR
  558. CMAKE_SYSTEM_NAME MATCHES "iOS" OR
  559. CMAKE_SYSTEM_NAME MATCHES "tvOS" OR
  560. CMAKE_SYSTEM_NAME MATCHES "DragonFly"
  561. )
  562. add_compile_definitions(_DARWIN_C_SOURCE)
  563. endif()
  564. # alloca is a non-standard interface that is not visible on BSDs when
  565. # POSIX conformance is specified, but not all of them provide a clean way
  566. # to enable it in such cases
  567. if (CMAKE_SYSTEM_NAME MATCHES "FreeBSD")
  568. add_compile_definitions(__BSD_VISIBLE)
  569. endif()
  570. if (CMAKE_SYSTEM_NAME MATCHES "NetBSD")
  571. add_compile_definitions(_NETBSD_SOURCE)
  572. endif()
  573. if (CMAKE_SYSTEM_NAME MATCHES "OpenBSD")
  574. add_compile_definitions(_BSD_SOURCE)
  575. endif()
  576. #
  577. # libraries
  578. #
  579. # ggml
  580. if (GGML_USE_CPU_HBM)
  581. add_definitions(-DGGML_USE_CPU_HBM)
  582. find_library(memkind memkind REQUIRED)
  583. endif()
  584. add_library(ggml OBJECT
  585. ggml.c
  586. ggml.h
  587. ggml-alloc.c
  588. ggml-alloc.h
  589. ggml-backend.c
  590. ggml-backend.h
  591. ${GGML_SOURCES_CUDA} ${GGML_HEADERS_CUDA}
  592. ${GGML_SOURCES_OPENCL} ${GGML_HEADERS_OPENCL}
  593. ${GGML_SOURCES_METAL} ${GGML_HEADERS_METAL}
  594. ${GGML_SOURCES_MPI} ${GGML_HEADERS_MPI}
  595. ${GGML_SOURCES_EXTRA} ${GGML_HEADERS_EXTRA}
  596. )
  597. target_include_directories(ggml PUBLIC . ${LLAMA_EXTRA_INCLUDES})
  598. target_compile_features(ggml PUBLIC c_std_11) # don't bump
  599. target_link_libraries(ggml PUBLIC Threads::Threads ${LLAMA_EXTRA_LIBS})
  600. if (GGML_USE_CPU_HBM)
  601. target_link_libraries(ggml PUBLIC memkind)
  602. endif()
  603. add_library(ggml_static STATIC $<TARGET_OBJECTS:ggml>)
  604. if (BUILD_SHARED_LIBS)
  605. set_target_properties(ggml PROPERTIES POSITION_INDEPENDENT_CODE ON)
  606. add_library(ggml_shared SHARED $<TARGET_OBJECTS:ggml>)
  607. target_link_libraries(ggml_shared PUBLIC Threads::Threads ${LLAMA_EXTRA_LIBS})
  608. install(TARGETS ggml_shared LIBRARY)
  609. endif()
  610. # llama
  611. add_library(llama
  612. llama.cpp
  613. llama.h
  614. )
  615. target_include_directories(llama PUBLIC .)
  616. target_compile_features(llama PUBLIC cxx_std_11) # don't bump
  617. target_link_libraries(llama PRIVATE
  618. ggml
  619. ${LLAMA_EXTRA_LIBS}
  620. )
  621. if (BUILD_SHARED_LIBS)
  622. set_target_properties(llama PROPERTIES POSITION_INDEPENDENT_CODE ON)
  623. target_compile_definitions(llama PRIVATE LLAMA_SHARED LLAMA_BUILD)
  624. if (LLAMA_METAL)
  625. set_target_properties(llama PROPERTIES RESOURCE "${CMAKE_CURRENT_SOURCE_DIR}/ggml-metal.metal")
  626. endif()
  627. endif()
  628. #
  629. # install
  630. #
  631. include(GNUInstallDirs)
  632. include(CMakePackageConfigHelpers)
  633. set(LLAMA_INCLUDE_INSTALL_DIR ${CMAKE_INSTALL_INCLUDEDIR}
  634. CACHE PATH "Location of header files")
  635. set(LLAMA_LIB_INSTALL_DIR ${CMAKE_INSTALL_LIBDIR}
  636. CACHE PATH "Location of library files")
  637. set(LLAMA_BIN_INSTALL_DIR ${CMAKE_INSTALL_BINDIR}
  638. CACHE PATH "Location of binary files")
  639. set(LLAMA_BUILD_NUMBER ${BUILD_NUMBER})
  640. set(LLAMA_BUILD_COMMIT ${BUILD_COMMIT})
  641. set(LLAMA_INSTALL_VERSION 0.0.${BUILD_NUMBER})
  642. get_directory_property(LLAMA_TRANSIENT_DEFINES COMPILE_DEFINITIONS)
  643. configure_package_config_file(
  644. ${CMAKE_CURRENT_SOURCE_DIR}/scripts/LlamaConfig.cmake.in
  645. ${CMAKE_CURRENT_BINARY_DIR}/LlamaConfig.cmake
  646. INSTALL_DESTINATION ${CMAKE_INSTALL_LIBDIR}/cmake/Llama
  647. PATH_VARS LLAMA_INCLUDE_INSTALL_DIR
  648. LLAMA_LIB_INSTALL_DIR
  649. LLAMA_BIN_INSTALL_DIR )
  650. write_basic_package_version_file(
  651. ${CMAKE_CURRENT_BINARY_DIR}/LlamaConfigVersion.cmake
  652. VERSION ${LLAMA_INSTALL_VERSION}
  653. COMPATIBILITY SameMajorVersion)
  654. install(FILES ${CMAKE_CURRENT_BINARY_DIR}/LlamaConfig.cmake
  655. ${CMAKE_CURRENT_BINARY_DIR}/LlamaConfigVersion.cmake
  656. DESTINATION ${CMAKE_INSTALL_LIBDIR}/cmake/Llama)
  657. set(GGML_PUBLIC_HEADERS "ggml.h"
  658. "${GGML_HEADERS_CUDA}" "${GGML_HEADERS_OPENCL}"
  659. "${GGML_HEADERS_METAL}" "${GGML_HEADERS_MPI}" "${GGML_HEADERS_EXTRA}")
  660. set_target_properties(ggml PROPERTIES PUBLIC_HEADER "${GGML_PUBLIC_HEADERS}")
  661. install(TARGETS ggml PUBLIC_HEADER)
  662. set_target_properties(llama PROPERTIES PUBLIC_HEADER ${CMAKE_CURRENT_SOURCE_DIR}/llama.h)
  663. install(TARGETS llama LIBRARY PUBLIC_HEADER)
  664. install(
  665. FILES convert.py
  666. PERMISSIONS
  667. OWNER_READ
  668. OWNER_WRITE
  669. OWNER_EXECUTE
  670. GROUP_READ
  671. GROUP_EXECUTE
  672. WORLD_READ
  673. WORLD_EXECUTE
  674. DESTINATION ${CMAKE_INSTALL_BINDIR})
  675. install(
  676. FILES convert-lora-to-ggml.py
  677. PERMISSIONS
  678. OWNER_READ
  679. OWNER_WRITE
  680. OWNER_EXECUTE
  681. GROUP_READ
  682. GROUP_EXECUTE
  683. WORLD_READ
  684. WORLD_EXECUTE
  685. DESTINATION ${CMAKE_INSTALL_BINDIR})
  686. if (LLAMA_METAL)
  687. install(
  688. FILES ggml-metal.metal
  689. PERMISSIONS
  690. OWNER_READ
  691. OWNER_WRITE
  692. GROUP_READ
  693. WORLD_READ
  694. DESTINATION ${CMAKE_INSTALL_BINDIR})
  695. endif()
  696. #
  697. # programs, examples and tests
  698. #
  699. add_subdirectory(common)
  700. if (LLAMA_BUILD_TESTS AND NOT CMAKE_JS_VERSION)
  701. include(CTest)
  702. add_subdirectory(tests)
  703. endif ()
  704. if (LLAMA_BUILD_EXAMPLES)
  705. add_subdirectory(examples)
  706. add_subdirectory(pocs)
  707. endif()