CMakeLists.txt 28 KB

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  1. cmake_minimum_required(VERSION 3.12) # Don't bump this version for no reason
  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" OFF)
  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. option(LLAMA_AVX "llama: enable AVX" ON)
  48. option(LLAMA_AVX2 "llama: enable AVX2" ON)
  49. option(LLAMA_AVX512 "llama: enable AVX512" OFF)
  50. option(LLAMA_AVX512_VBMI "llama: enable AVX512-VBMI" OFF)
  51. option(LLAMA_AVX512_VNNI "llama: enable AVX512-VNNI" OFF)
  52. option(LLAMA_FMA "llama: enable FMA" ON)
  53. # in MSVC F16C is implied with AVX2/AVX512
  54. if (NOT MSVC)
  55. option(LLAMA_F16C "llama: enable F16C" ON)
  56. endif()
  57. # 3rd party libs
  58. option(LLAMA_ACCELERATE "llama: enable Accelerate framework" ON)
  59. option(LLAMA_BLAS "llama: use BLAS" OFF)
  60. set(LLAMA_BLAS_VENDOR "Generic" CACHE STRING "llama: BLAS library vendor")
  61. option(LLAMA_CUBLAS "llama: use CUDA" OFF)
  62. #option(LLAMA_CUDA_CUBLAS "llama: use cuBLAS for prompt processing" OFF)
  63. option(LLAMA_CUDA_FORCE_DMMV "llama: use dmmv instead of mmvq CUDA kernels" OFF)
  64. set(LLAMA_CUDA_DMMV_X "32" CACHE STRING "llama: x stride for dmmv CUDA kernels")
  65. set(LLAMA_CUDA_MMV_Y "1" CACHE STRING "llama: y block size for mmv CUDA kernels")
  66. option(LLAMA_CUDA_F16 "llama: use 16 bit floats for some calculations" OFF)
  67. set(LLAMA_CUDA_KQUANTS_ITER "2" CACHE STRING "llama: iters./thread per block for Q2_K/Q6_K")
  68. option(LLAMA_HIPBLAS "llama: use hipBLAS" OFF)
  69. option(LLAMA_CLBLAST "llama: use CLBlast" OFF)
  70. option(LLAMA_METAL "llama: use Metal" ${LLAMA_METAL_DEFAULT})
  71. option(LLAMA_METAL_NDEBUG "llama: disable Metal debugging" OFF)
  72. option(LLAMA_MPI "llama: use MPI" OFF)
  73. option(LLAMA_K_QUANTS "llama: use k-quants" ON)
  74. option(LLAMA_QKK_64 "llama: use super-block size of 64 for k-quants" OFF)
  75. option(LLAMA_BUILD_TESTS "llama: build tests" ${LLAMA_STANDALONE})
  76. option(LLAMA_BUILD_EXAMPLES "llama: build examples" ${LLAMA_STANDALONE})
  77. option(LLAMA_BUILD_SERVER "llama: build server example" ON)
  78. #
  79. # Build info header
  80. #
  81. # Generate initial build-info.h
  82. include(${CMAKE_CURRENT_SOURCE_DIR}/scripts/build-info.cmake)
  83. if(EXISTS "${CMAKE_CURRENT_SOURCE_DIR}/.git")
  84. set(GIT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/.git")
  85. # Is git submodule
  86. if(NOT IS_DIRECTORY "${GIT_DIR}")
  87. file(READ ${GIT_DIR} REAL_GIT_DIR_LINK)
  88. string(REGEX REPLACE "gitdir: (.*)\n$" "\\1" REAL_GIT_DIR ${REAL_GIT_DIR_LINK})
  89. set(GIT_DIR "${CMAKE_CURRENT_SOURCE_DIR}/${REAL_GIT_DIR}")
  90. endif()
  91. # Add a custom target for build-info.h
  92. add_custom_target(BUILD_INFO ALL DEPENDS "${CMAKE_CURRENT_SOURCE_DIR}/build-info.h")
  93. # Add a custom command to rebuild build-info.h when .git/index changes
  94. add_custom_command(
  95. OUTPUT "${CMAKE_CURRENT_SOURCE_DIR}/build-info.h"
  96. COMMENT "Generating build details from Git"
  97. COMMAND ${CMAKE_COMMAND} -P "${CMAKE_CURRENT_SOURCE_DIR}/scripts/build-info.cmake"
  98. WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}
  99. DEPENDS "${GIT_DIR}/index"
  100. VERBATIM
  101. )
  102. else()
  103. 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.")
  104. endif()
  105. #
  106. # Compile flags
  107. #
  108. set(CMAKE_CXX_STANDARD 11)
  109. set(CMAKE_CXX_STANDARD_REQUIRED true)
  110. set(CMAKE_C_STANDARD 11)
  111. set(CMAKE_C_STANDARD_REQUIRED true)
  112. set(THREADS_PREFER_PTHREAD_FLAG ON)
  113. find_package(Threads REQUIRED)
  114. include(CheckCXXCompilerFlag)
  115. if (NOT MSVC)
  116. if (LLAMA_SANITIZE_THREAD)
  117. add_compile_options(-fsanitize=thread)
  118. link_libraries(-fsanitize=thread)
  119. endif()
  120. if (LLAMA_SANITIZE_ADDRESS)
  121. add_compile_options(-fsanitize=address -fno-omit-frame-pointer)
  122. link_libraries(-fsanitize=address)
  123. endif()
  124. if (LLAMA_SANITIZE_UNDEFINED)
  125. add_compile_options(-fsanitize=undefined)
  126. link_libraries(-fsanitize=undefined)
  127. endif()
  128. endif()
  129. if (APPLE AND LLAMA_ACCELERATE)
  130. find_library(ACCELERATE_FRAMEWORK Accelerate)
  131. if (ACCELERATE_FRAMEWORK)
  132. message(STATUS "Accelerate framework found")
  133. add_compile_definitions(GGML_USE_ACCELERATE)
  134. set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} ${ACCELERATE_FRAMEWORK})
  135. else()
  136. message(WARNING "Accelerate framework not found")
  137. endif()
  138. endif()
  139. if (LLAMA_METAL)
  140. find_library(FOUNDATION_LIBRARY Foundation REQUIRED)
  141. find_library(METAL_FRAMEWORK Metal REQUIRED)
  142. find_library(METALKIT_FRAMEWORK MetalKit REQUIRED)
  143. message(STATUS "Metal framework found")
  144. set(GGML_HEADERS_METAL ggml-metal.h)
  145. set(GGML_SOURCES_METAL ggml-metal.m)
  146. add_compile_definitions(GGML_USE_METAL)
  147. if (LLAMA_METAL_NDEBUG)
  148. add_compile_definitions(GGML_METAL_NDEBUG)
  149. endif()
  150. # get full path to the file
  151. #add_compile_definitions(GGML_METAL_DIR_KERNELS="${CMAKE_CURRENT_SOURCE_DIR}/")
  152. # copy ggml-metal.metal to bin directory
  153. configure_file(ggml-metal.metal bin/ggml-metal.metal COPYONLY)
  154. set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS}
  155. ${FOUNDATION_LIBRARY}
  156. ${METAL_FRAMEWORK}
  157. ${METALKIT_FRAMEWORK}
  158. )
  159. endif()
  160. if (LLAMA_BLAS)
  161. if (LLAMA_STATIC)
  162. set(BLA_STATIC ON)
  163. endif()
  164. if ($(CMAKE_VERSION) VERSION_GREATER_EQUAL 3.22)
  165. set(BLA_SIZEOF_INTEGER 8)
  166. endif()
  167. set(BLA_VENDOR ${LLAMA_BLAS_VENDOR})
  168. find_package(BLAS)
  169. if (BLAS_FOUND)
  170. message(STATUS "BLAS found, Libraries: ${BLAS_LIBRARIES}")
  171. if ("${BLAS_INCLUDE_DIRS}" STREQUAL "")
  172. # BLAS_INCLUDE_DIRS is missing in FindBLAS.cmake.
  173. # see https://gitlab.kitware.com/cmake/cmake/-/issues/20268
  174. find_package(PkgConfig REQUIRED)
  175. if (${LLAMA_BLAS_VENDOR} MATCHES "Generic")
  176. pkg_check_modules(DepBLAS REQUIRED blas)
  177. elseif (${LLAMA_BLAS_VENDOR} MATCHES "OpenBLAS")
  178. pkg_check_modules(DepBLAS REQUIRED openblas)
  179. elseif (${LLAMA_BLAS_VENDOR} MATCHES "FLAME")
  180. pkg_check_modules(DepBLAS REQUIRED blis)
  181. elseif (${LLAMA_BLAS_VENDOR} MATCHES "ATLAS")
  182. pkg_check_modules(DepBLAS REQUIRED blas-atlas)
  183. elseif (${LLAMA_BLAS_VENDOR} MATCHES "FlexiBLAS")
  184. pkg_check_modules(DepBLAS REQUIRED flexiblas_api)
  185. elseif (${LLAMA_BLAS_VENDOR} MATCHES "Intel")
  186. # all Intel* libraries share the same include path
  187. pkg_check_modules(DepBLAS REQUIRED mkl-sdl)
  188. elseif (${LLAMA_BLAS_VENDOR} MATCHES "NVHPC")
  189. # this doesn't provide pkg-config
  190. # suggest to assign BLAS_INCLUDE_DIRS on your own
  191. if ("${NVHPC_VERSION}" STREQUAL "")
  192. message(WARNING "Better to set NVHPC_VERSION")
  193. else()
  194. set(DepBLAS_FOUND ON)
  195. set(DepBLAS_INCLUDE_DIRS "/opt/nvidia/hpc_sdk/${CMAKE_SYSTEM_NAME}_${CMAKE_SYSTEM_PROCESSOR}/${NVHPC_VERSION}/math_libs/include")
  196. endif()
  197. endif()
  198. if (DepBLAS_FOUND)
  199. set(BLAS_INCLUDE_DIRS ${DepBLAS_INCLUDE_DIRS})
  200. else()
  201. message(WARNING "BLAS_INCLUDE_DIRS neither been provided nor been automatically"
  202. " detected by pkgconfig, trying to find cblas.h from possible paths...")
  203. find_path(BLAS_INCLUDE_DIRS
  204. NAMES cblas.h
  205. HINTS
  206. /usr/include
  207. /usr/local/include
  208. /usr/include/openblas
  209. /opt/homebrew/opt/openblas/include
  210. /usr/local/opt/openblas/include
  211. /usr/include/x86_64-linux-gnu/openblas/include
  212. )
  213. endif()
  214. endif()
  215. message(STATUS "BLAS found, Includes: ${BLAS_INCLUDE_DIRS}")
  216. add_compile_options(${BLAS_LINKER_FLAGS})
  217. add_compile_definitions(GGML_USE_OPENBLAS)
  218. if (${BLAS_INCLUDE_DIRS} MATCHES "mkl" AND (${LLAMA_BLAS_VENDOR} MATCHES "Generic" OR ${LLAMA_BLAS_VENDOR} MATCHES "Intel"))
  219. add_compile_definitions(GGML_BLAS_USE_MKL)
  220. endif()
  221. set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} ${BLAS_LIBRARIES})
  222. set(LLAMA_EXTRA_INCLUDES ${LLAMA_EXTRA_INCLUDES} ${BLAS_INCLUDE_DIRS})
  223. else()
  224. message(WARNING "BLAS not found, please refer to "
  225. "https://cmake.org/cmake/help/latest/module/FindBLAS.html#blas-lapack-vendors"
  226. " to set correct LLAMA_BLAS_VENDOR")
  227. endif()
  228. endif()
  229. if (LLAMA_K_QUANTS)
  230. set(GGML_HEADERS_EXTRA k_quants.h)
  231. set(GGML_SOURCES_EXTRA k_quants.c)
  232. add_compile_definitions(GGML_USE_K_QUANTS)
  233. if (LLAMA_QKK_64)
  234. add_compile_definitions(GGML_QKK_64)
  235. endif()
  236. endif()
  237. if (LLAMA_CUBLAS)
  238. cmake_minimum_required(VERSION 3.17)
  239. find_package(CUDAToolkit)
  240. if (CUDAToolkit_FOUND)
  241. message(STATUS "cuBLAS found")
  242. enable_language(CUDA)
  243. set(GGML_HEADERS_CUDA ggml-cuda.h)
  244. set(GGML_SOURCES_CUDA ggml-cuda.cu)
  245. add_compile_definitions(GGML_USE_CUBLAS)
  246. # if (LLAMA_CUDA_CUBLAS)
  247. # add_compile_definitions(GGML_CUDA_CUBLAS)
  248. # endif()
  249. if (LLAMA_CUDA_FORCE_DMMV)
  250. add_compile_definitions(GGML_CUDA_FORCE_DMMV)
  251. endif()
  252. add_compile_definitions(GGML_CUDA_DMMV_X=${LLAMA_CUDA_DMMV_X})
  253. add_compile_definitions(GGML_CUDA_MMV_Y=${LLAMA_CUDA_MMV_Y})
  254. if (DEFINED LLAMA_CUDA_DMMV_Y)
  255. add_compile_definitions(GGML_CUDA_MMV_Y=${LLAMA_CUDA_DMMV_Y}) # for backwards compatibility
  256. endif()
  257. if (LLAMA_CUDA_F16 OR LLAMA_CUDA_DMMV_F16)
  258. add_compile_definitions(GGML_CUDA_F16)
  259. endif()
  260. add_compile_definitions(K_QUANTS_PER_ITERATION=${LLAMA_CUDA_KQUANTS_ITER})
  261. if (LLAMA_STATIC)
  262. set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} CUDA::cudart_static CUDA::cublas_static CUDA::cublasLt_static)
  263. else()
  264. set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} CUDA::cudart CUDA::cublas CUDA::cublasLt)
  265. endif()
  266. if (NOT DEFINED CMAKE_CUDA_ARCHITECTURES)
  267. # 52 == lowest CUDA 12 standard
  268. # 60 == f16 CUDA intrinsics
  269. # 61 == integer CUDA intrinsics
  270. # 70 == compute capability at which unrolling a loop in mul_mat_q kernels is faster
  271. if (LLAMA_CUDA_F16 OR LLAMA_CUDA_DMMV_F16)
  272. set(CMAKE_CUDA_ARCHITECTURES "60;61;70") # needed for f16 CUDA intrinsics
  273. else()
  274. set(CMAKE_CUDA_ARCHITECTURES "52;61;70") # lowest CUDA 12 standard + lowest for integer intrinsics
  275. endif()
  276. endif()
  277. message(STATUS "Using CUDA architectures: ${CMAKE_CUDA_ARCHITECTURES}")
  278. else()
  279. message(WARNING "cuBLAS not found")
  280. endif()
  281. endif()
  282. if (LLAMA_MPI)
  283. cmake_minimum_required(VERSION 3.10)
  284. find_package(MPI)
  285. if (MPI_C_FOUND)
  286. message(STATUS "MPI found")
  287. set(GGML_HEADERS_MPI ggml-mpi.h)
  288. set(GGML_SOURCES_MPI ggml-mpi.c ggml-mpi.h)
  289. add_compile_definitions(GGML_USE_MPI)
  290. add_compile_definitions(${MPI_C_COMPILE_DEFINITIONS})
  291. set(cxx_flags ${cxx_flags} -Wno-cast-qual)
  292. set(c_flags ${c_flags} -Wno-cast-qual)
  293. set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} ${MPI_C_LIBRARIES})
  294. set(LLAMA_EXTRA_INCLUDES ${LLAMA_EXTRA_INCLUDES} ${MPI_C_INCLUDE_DIRS})
  295. # Even if you're only using the C header, C++ programs may bring in MPI
  296. # C++ functions, so more linkage is needed
  297. if (MPI_CXX_FOUND)
  298. set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} ${MPI_CXX_LIBRARIES})
  299. endif()
  300. else()
  301. message(WARNING "MPI not found")
  302. endif()
  303. endif()
  304. if (LLAMA_CLBLAST)
  305. find_package(CLBlast)
  306. if (CLBlast_FOUND)
  307. message(STATUS "CLBlast found")
  308. set(GGML_HEADERS_OPENCL ggml-opencl.h)
  309. set(GGML_SOURCES_OPENCL ggml-opencl.cpp)
  310. add_compile_definitions(GGML_USE_CLBLAST)
  311. set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} clblast)
  312. else()
  313. message(WARNING "CLBlast not found")
  314. endif()
  315. endif()
  316. if (LLAMA_HIPBLAS)
  317. list(APPEND CMAKE_PREFIX_PATH /opt/rocm)
  318. if (NOT ${CMAKE_C_COMPILER_ID} MATCHES "Clang")
  319. message(WARNING "Only LLVM is supported for HIP, hint: CC=/opt/rocm/llvm/bin/clang")
  320. endif()
  321. if (NOT ${CMAKE_CXX_COMPILER_ID} MATCHES "Clang")
  322. message(WARNING "Only LLVM is supported for HIP, hint: CXX=/opt/rocm/llvm/bin/clang++")
  323. endif()
  324. find_package(hip)
  325. find_package(hipblas)
  326. find_package(rocblas)
  327. if (${hipblas_FOUND} AND ${hip_FOUND})
  328. message(STATUS "HIP and hipBLAS found")
  329. add_compile_definitions(GGML_USE_HIPBLAS GGML_USE_CUBLAS)
  330. add_library(ggml-rocm OBJECT ggml-cuda.cu ggml-cuda.h)
  331. if (LLAMA_CUDA_FORCE_DMMV)
  332. target_compile_definitions(ggml-rocm PRIVATE GGML_CUDA_FORCE_DMMV)
  333. endif()
  334. target_compile_definitions(ggml-rocm PRIVATE GGML_CUDA_DMMV_X=${LLAMA_CUDA_DMMV_X})
  335. target_compile_definitions(ggml-rocm PRIVATE GGML_CUDA_MMV_Y=${LLAMA_CUDA_MMV_Y})
  336. target_compile_definitions(ggml-rocm PRIVATE K_QUANTS_PER_ITERATION=${LLAMA_CUDA_KQUANTS_ITER})
  337. set_source_files_properties(ggml-cuda.cu PROPERTIES LANGUAGE CXX)
  338. target_link_libraries(ggml-rocm PRIVATE hip::device PUBLIC hip::host roc::rocblas roc::hipblas)
  339. if (LLAMA_STATIC)
  340. message(FATAL_ERROR "Static linking not supported for HIP/ROCm")
  341. endif()
  342. set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} ggml-rocm)
  343. else()
  344. message(WARNING "hipBLAS or HIP not found. Try setting CMAKE_PREFIX_PATH=/opt/rocm")
  345. endif()
  346. endif()
  347. if (LLAMA_ALL_WARNINGS)
  348. if (NOT MSVC)
  349. set(c_flags
  350. -Wall
  351. -Wextra
  352. -Wpedantic
  353. -Wcast-qual
  354. -Wdouble-promotion
  355. -Wshadow
  356. -Wstrict-prototypes
  357. -Wpointer-arith
  358. -Wmissing-prototypes
  359. -Werror=implicit-int
  360. -Wno-unused-function
  361. )
  362. set(cxx_flags
  363. -Wall
  364. -Wextra
  365. -Wpedantic
  366. -Wcast-qual
  367. -Wno-unused-function
  368. -Wno-multichar
  369. )
  370. if (CMAKE_CXX_COMPILER_ID STREQUAL "GNU")
  371. # g++ only
  372. set(cxx_flags ${cxx_flags} -Wno-format-truncation -Wno-array-bounds)
  373. endif()
  374. else()
  375. # todo : msvc
  376. endif()
  377. add_compile_options(
  378. "$<$<COMPILE_LANGUAGE:C>:${c_flags}>"
  379. "$<$<COMPILE_LANGUAGE:CXX>:${cxx_flags}>"
  380. )
  381. endif()
  382. if (MSVC)
  383. add_compile_definitions(_CRT_SECURE_NO_WARNINGS)
  384. if (BUILD_SHARED_LIBS)
  385. set(CMAKE_WINDOWS_EXPORT_ALL_SYMBOLS ON)
  386. endif()
  387. endif()
  388. if (LLAMA_LTO)
  389. include(CheckIPOSupported)
  390. check_ipo_supported(RESULT result OUTPUT output)
  391. if (result)
  392. set(CMAKE_INTERPROCEDURAL_OPTIMIZATION TRUE)
  393. else()
  394. message(WARNING "IPO is not supported: ${output}")
  395. endif()
  396. endif()
  397. # Architecture specific
  398. # TODO: probably these flags need to be tweaked on some architectures
  399. # feel free to update the Makefile for your architecture and send a pull request or issue
  400. message(STATUS "CMAKE_SYSTEM_PROCESSOR: ${CMAKE_SYSTEM_PROCESSOR}")
  401. if (MSVC)
  402. string(TOLOWER "${CMAKE_GENERATOR_PLATFORM}" CMAKE_GENERATOR_PLATFORM_LWR)
  403. message(STATUS "CMAKE_GENERATOR_PLATFORM: ${CMAKE_GENERATOR_PLATFORM}")
  404. else ()
  405. set(CMAKE_GENERATOR_PLATFORM_LWR "")
  406. endif ()
  407. if (NOT MSVC)
  408. if (LLAMA_STATIC)
  409. add_link_options(-static)
  410. if (MINGW)
  411. add_link_options(-static-libgcc -static-libstdc++)
  412. endif()
  413. endif()
  414. if (LLAMA_GPROF)
  415. add_compile_options(-pg)
  416. endif()
  417. if (LLAMA_NATIVE)
  418. add_compile_options(-march=native)
  419. endif()
  420. endif()
  421. if ((${CMAKE_SYSTEM_PROCESSOR} MATCHES "arm") OR (${CMAKE_SYSTEM_PROCESSOR} MATCHES "aarch64") OR ("${CMAKE_GENERATOR_PLATFORM_LWR}" MATCHES "arm64"))
  422. message(STATUS "ARM detected")
  423. if (MSVC)
  424. add_compile_definitions(__ARM_NEON)
  425. add_compile_definitions(__ARM_FEATURE_FMA)
  426. add_compile_definitions(__ARM_FEATURE_DOTPROD)
  427. # add_compile_definitions(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC) # MSVC doesn't support vdupq_n_f16, vld1q_f16, vst1q_f16
  428. add_compile_definitions(__aarch64__) # MSVC defines _M_ARM64 instead
  429. else()
  430. check_cxx_compiler_flag(-mfp16-format=ieee COMPILER_SUPPORTS_FP16_FORMAT_I3E)
  431. if (NOT "${COMPILER_SUPPORTS_FP16_FORMAT_I3E}" STREQUAL "")
  432. add_compile_options(-mfp16-format=ieee)
  433. endif()
  434. if (${CMAKE_SYSTEM_PROCESSOR} MATCHES "armv6")
  435. # Raspberry Pi 1, Zero
  436. add_compile_options(-mfpu=neon-fp-armv8 -mno-unaligned-access)
  437. endif()
  438. if (${CMAKE_SYSTEM_PROCESSOR} MATCHES "armv7")
  439. # Raspberry Pi 2
  440. add_compile_options(-mfpu=neon-fp-armv8 -mno-unaligned-access -funsafe-math-optimizations)
  441. endif()
  442. if (${CMAKE_SYSTEM_PROCESSOR} MATCHES "armv8")
  443. # Raspberry Pi 3, 4, Zero 2 (32-bit)
  444. add_compile_options(-mno-unaligned-access)
  445. endif()
  446. endif()
  447. elseif (${CMAKE_SYSTEM_PROCESSOR} MATCHES "^(x86_64|i686|AMD64)$" OR "${CMAKE_GENERATOR_PLATFORM_LWR}" MATCHES "^(x86_64|i686|amd64|x64)$" )
  448. message(STATUS "x86 detected")
  449. if (MSVC)
  450. if (LLAMA_AVX512)
  451. add_compile_options($<$<COMPILE_LANGUAGE:C>:/arch:AVX512>)
  452. add_compile_options($<$<COMPILE_LANGUAGE:CXX>:/arch:AVX512>)
  453. # MSVC has no compile-time flags enabling specific
  454. # AVX512 extensions, neither it defines the
  455. # macros corresponding to the extensions.
  456. # Do it manually.
  457. if (LLAMA_AVX512_VBMI)
  458. add_compile_definitions($<$<COMPILE_LANGUAGE:C>:__AVX512VBMI__>)
  459. add_compile_definitions($<$<COMPILE_LANGUAGE:CXX>:__AVX512VBMI__>)
  460. endif()
  461. if (LLAMA_AVX512_VNNI)
  462. add_compile_definitions($<$<COMPILE_LANGUAGE:C>:__AVX512VNNI__>)
  463. add_compile_definitions($<$<COMPILE_LANGUAGE:CXX>:__AVX512VNNI__>)
  464. endif()
  465. elseif (LLAMA_AVX2)
  466. add_compile_options($<$<COMPILE_LANGUAGE:C>:/arch:AVX2>)
  467. add_compile_options($<$<COMPILE_LANGUAGE:CXX>:/arch:AVX2>)
  468. elseif (LLAMA_AVX)
  469. add_compile_options($<$<COMPILE_LANGUAGE:C>:/arch:AVX>)
  470. add_compile_options($<$<COMPILE_LANGUAGE:CXX>:/arch:AVX>)
  471. endif()
  472. else()
  473. if (LLAMA_F16C)
  474. add_compile_options(-mf16c)
  475. endif()
  476. if (LLAMA_FMA)
  477. add_compile_options(-mfma)
  478. endif()
  479. if (LLAMA_AVX)
  480. add_compile_options(-mavx)
  481. endif()
  482. if (LLAMA_AVX2)
  483. add_compile_options(-mavx2)
  484. endif()
  485. if (LLAMA_AVX512)
  486. add_compile_options(-mavx512f)
  487. add_compile_options(-mavx512bw)
  488. endif()
  489. if (LLAMA_AVX512_VBMI)
  490. add_compile_options(-mavx512vbmi)
  491. endif()
  492. if (LLAMA_AVX512_VNNI)
  493. add_compile_options(-mavx512vnni)
  494. endif()
  495. endif()
  496. elseif (${CMAKE_SYSTEM_PROCESSOR} MATCHES "ppc64")
  497. message(STATUS "PowerPC detected")
  498. add_compile_options(-mcpu=native -mtune=native)
  499. #TODO: Add targets for Power8/Power9 (Altivec/VSX) and Power10(MMA) and query for big endian systems (ppc64/le/be)
  500. else()
  501. message(STATUS "Unknown architecture")
  502. endif()
  503. #
  504. # POSIX conformance
  505. #
  506. # clock_gettime came in POSIX.1b (1993)
  507. # CLOCK_MONOTONIC came in POSIX.1-2001 / SUSv3 as optional
  508. # posix_memalign came in POSIX.1-2001 / SUSv3
  509. # M_PI is an XSI extension since POSIX.1-2001 / SUSv3, came in XPG1 (1985)
  510. add_compile_definitions(_XOPEN_SOURCE=600)
  511. # Somehow in OpenBSD whenever POSIX conformance is specified
  512. # some string functions rely on locale_t availability,
  513. # which was introduced in POSIX.1-2008, forcing us to go higher
  514. if (CMAKE_SYSTEM_NAME MATCHES "OpenBSD")
  515. remove_definitions(-D_XOPEN_SOURCE=600)
  516. add_compile_definitions(_XOPEN_SOURCE=700)
  517. endif()
  518. # Data types, macros and functions related to controlling CPU affinity and
  519. # some memory allocation are available on Linux through GNU extensions in libc
  520. if (CMAKE_SYSTEM_NAME MATCHES "Linux")
  521. add_compile_definitions(_GNU_SOURCE)
  522. endif()
  523. # RLIMIT_MEMLOCK came in BSD, is not specified in POSIX.1,
  524. # and on macOS its availability depends on enabling Darwin extensions
  525. # similarly on DragonFly, enabling BSD extensions is necessary
  526. if (
  527. CMAKE_SYSTEM_NAME MATCHES "Darwin" OR
  528. CMAKE_SYSTEM_NAME MATCHES "iOS" OR
  529. CMAKE_SYSTEM_NAME MATCHES "tvOS" OR
  530. CMAKE_SYSTEM_NAME MATCHES "DragonFly"
  531. )
  532. add_compile_definitions(_DARWIN_C_SOURCE)
  533. endif()
  534. # alloca is a non-standard interface that is not visible on BSDs when
  535. # POSIX conformance is specified, but not all of them provide a clean way
  536. # to enable it in such cases
  537. if (CMAKE_SYSTEM_NAME MATCHES "FreeBSD")
  538. add_compile_definitions(__BSD_VISIBLE)
  539. endif()
  540. if (CMAKE_SYSTEM_NAME MATCHES "NetBSD")
  541. add_compile_definitions(_NETBSD_SOURCE)
  542. endif()
  543. if (CMAKE_SYSTEM_NAME MATCHES "OpenBSD")
  544. add_compile_definitions(_BSD_SOURCE)
  545. endif()
  546. #
  547. # libraries
  548. #
  549. # ggml
  550. if (GGML_USE_CPU_HBM)
  551. add_definitions(-DGGML_USE_CPU_HBM)
  552. find_library(memkind memkind REQUIRED)
  553. endif()
  554. add_library(ggml OBJECT
  555. ggml.c
  556. ggml.h
  557. ggml-alloc.c
  558. ggml-alloc.h
  559. ${GGML_SOURCES_CUDA} ${GGML_HEADERS_CUDA}
  560. ${GGML_SOURCES_OPENCL} ${GGML_HEADERS_OPENCL}
  561. ${GGML_SOURCES_METAL} ${GGML_HEADERS_METAL}
  562. ${GGML_SOURCES_MPI} ${GGML_HEADERS_MPI}
  563. ${GGML_SOURCES_EXTRA} ${GGML_HEADERS_EXTRA}
  564. )
  565. target_include_directories(ggml PUBLIC . ${LLAMA_EXTRA_INCLUDES})
  566. target_compile_features(ggml PUBLIC c_std_11) # don't bump
  567. target_link_libraries(ggml PUBLIC Threads::Threads ${LLAMA_EXTRA_LIBS})
  568. if (GGML_USE_CPU_HBM)
  569. target_link_libraries(ggml PUBLIC memkind)
  570. endif()
  571. add_library(ggml_static STATIC $<TARGET_OBJECTS:ggml>)
  572. if (BUILD_SHARED_LIBS)
  573. set_target_properties(ggml PROPERTIES POSITION_INDEPENDENT_CODE ON)
  574. add_library(ggml_shared SHARED $<TARGET_OBJECTS:ggml>)
  575. target_link_libraries(ggml_shared PUBLIC Threads::Threads ${LLAMA_EXTRA_LIBS})
  576. install(TARGETS ggml_shared LIBRARY)
  577. endif()
  578. # llama
  579. add_library(llama
  580. llama.cpp
  581. llama.h
  582. )
  583. target_include_directories(llama PUBLIC .)
  584. target_compile_features(llama PUBLIC cxx_std_11) # don't bump
  585. target_link_libraries(llama PRIVATE
  586. ggml
  587. ${LLAMA_EXTRA_LIBS}
  588. )
  589. if (BUILD_SHARED_LIBS)
  590. set_target_properties(llama PROPERTIES POSITION_INDEPENDENT_CODE ON)
  591. target_compile_definitions(llama PRIVATE LLAMA_SHARED LLAMA_BUILD)
  592. if (LLAMA_METAL)
  593. set_target_properties(llama PROPERTIES RESOURCE "${CMAKE_CURRENT_SOURCE_DIR}/ggml-metal.metal")
  594. endif()
  595. endif()
  596. #
  597. # install
  598. #
  599. include(GNUInstallDirs)
  600. include(CMakePackageConfigHelpers)
  601. set(LLAMA_INCLUDE_INSTALL_DIR ${CMAKE_INSTALL_INCLUDEDIR}
  602. CACHE PATH "Location of header files")
  603. set(LLAMA_LIB_INSTALL_DIR ${CMAKE_INSTALL_LIBDIR}
  604. CACHE PATH "Location of library files")
  605. set(LLAMA_BIN_INSTALL_DIR ${CMAKE_INSTALL_BINDIR}
  606. CACHE PATH "Location of binary files")
  607. set(LLAMA_BUILD_NUMBER ${BUILD_NUMBER})
  608. set(LLAMA_BUILD_COMMIT ${BUILD_COMMIT})
  609. set(LLAMA_INSTALL_VERSION 0.0.${BUILD_NUMBER})
  610. configure_package_config_file(
  611. ${CMAKE_CURRENT_SOURCE_DIR}/scripts/LlamaConfig.cmake.in
  612. ${CMAKE_CURRENT_BINARY_DIR}/LlamaConfig.cmake
  613. INSTALL_DESTINATION ${CMAKE_INSTALL_LIBDIR}/cmake/Llama
  614. PATH_VARS LLAMA_INCLUDE_INSTALL_DIR
  615. LLAMA_LIB_INSTALL_DIR
  616. LLAMA_BIN_INSTALL_DIR )
  617. write_basic_package_version_file(
  618. ${CMAKE_CURRENT_BINARY_DIR}/LlamaConfigVersion.cmake
  619. VERSION ${LLAMA_INSTALL_VERSION}
  620. COMPATIBILITY SameMajorVersion)
  621. install(FILES ${CMAKE_CURRENT_BINARY_DIR}/LlamaConfig.cmake
  622. ${CMAKE_CURRENT_BINARY_DIR}/LlamaConfigVersion.cmake
  623. DESTINATION ${CMAKE_INSTALL_LIBDIR}/cmake/Llama)
  624. set(GGML_PUBLIC_HEADERS "ggml.h"
  625. "${GGML_HEADERS_CUDA}" "${GGML_HEADERS_OPENCL}"
  626. "${GGML_HEADERS_METAL}" "${GGML_HEADERS_MPI}" "${GGML_HEADERS_EXTRA}")
  627. set_target_properties(ggml PROPERTIES PUBLIC_HEADER "${GGML_PUBLIC_HEADERS}")
  628. install(TARGETS ggml PUBLIC_HEADER)
  629. set_target_properties(llama PROPERTIES PUBLIC_HEADER llama.h)
  630. install(TARGETS llama LIBRARY PUBLIC_HEADER)
  631. install(
  632. FILES convert.py
  633. PERMISSIONS
  634. OWNER_READ
  635. OWNER_WRITE
  636. OWNER_EXECUTE
  637. GROUP_READ
  638. GROUP_EXECUTE
  639. WORLD_READ
  640. WORLD_EXECUTE
  641. DESTINATION ${CMAKE_INSTALL_BINDIR})
  642. install(
  643. FILES convert-lora-to-ggml.py
  644. PERMISSIONS
  645. OWNER_READ
  646. OWNER_WRITE
  647. OWNER_EXECUTE
  648. GROUP_READ
  649. GROUP_EXECUTE
  650. WORLD_READ
  651. WORLD_EXECUTE
  652. DESTINATION ${CMAKE_INSTALL_BINDIR})
  653. if (LLAMA_METAL)
  654. install(
  655. FILES ggml-metal.metal
  656. PERMISSIONS
  657. OWNER_READ
  658. OWNER_WRITE
  659. GROUP_READ
  660. WORLD_READ
  661. DESTINATION ${CMAKE_INSTALL_BINDIR})
  662. endif()
  663. #
  664. # programs, examples and tests
  665. #
  666. add_subdirectory(common)
  667. if (LLAMA_BUILD_TESTS AND NOT CMAKE_JS_VERSION)
  668. include(CTest)
  669. add_subdirectory(tests)
  670. endif ()
  671. if (LLAMA_BUILD_EXAMPLES)
  672. add_subdirectory(examples)
  673. add_subdirectory(pocs)
  674. endif()