Makefile 23 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414415416417418419420421422423424425426427428429430431432433434435436437438439440441442443444445446447448449450451452453454455456457458459460461462463464465466467468469470471472473474475476477478479480481482483484485486487488489490491492493494495496497498499500501502503504505506507508509510511512513514515516517518519520521522523524525526527528529530531532533534535536537538539540541542543544545546547548549550551552553554555556557558559560561562563564565566567568569570571572573574575576577578579580581582583584585586587588589590591592593594595596597598599600601602603604605606607608609610611612613614615616617618619620621622623624625626627628629630631632633634635636637638639640641642643644645646647648649650651652653654655656657658659660661662663664665666667668669670671672673674675676677678679680681682
  1. # Define the default target now so that it is always the first target
  2. BUILD_TARGETS = main quantize quantize-stats perplexity embedding vdot q8dot train-text-from-scratch convert-llama2c-to-ggml simple batched save-load-state server embd-input-test gguf llama-bench baby-llama beam-search speculative infill benchmark-matmult parallel finetune export-lora tests/test-c.o
  3. # Binaries only useful for tests
  4. TEST_TARGETS = tests/test-llama-grammar tests/test-grammar-parser tests/test-double-float tests/test-grad0 tests/test-opt tests/test-quantize-fns tests/test-quantize-perf tests/test-sampling tests/test-tokenizer-0-llama tests/test-tokenizer-0-falcon tests/test-tokenizer-1-llama tests/test-tokenizer-1-bpe
  5. # Code coverage output files
  6. COV_TARGETS = *.gcno tests/*.gcno *.gcda tests/*.gcda *.gcov tests/*.gcov lcov-report gcovr-report
  7. ifndef UNAME_S
  8. UNAME_S := $(shell uname -s)
  9. endif
  10. ifndef UNAME_P
  11. UNAME_P := $(shell uname -p)
  12. endif
  13. ifndef UNAME_M
  14. UNAME_M := $(shell uname -m)
  15. endif
  16. ifeq '' '$(findstring clang,$(shell $(CC) --version))'
  17. CC_IS_GCC=1
  18. CC_VER := $(shell $(CC) -dumpfullversion -dumpversion | awk -F. '{ printf("%02d%02d%02d", $$1, $$2, $$3) }')
  19. else
  20. CC_IS_CLANG=1
  21. ifeq '' '$(findstring Apple LLVM,$(shell $(CC) --version))'
  22. CC_IS_LLVM_CLANG=1
  23. else
  24. CC_IS_APPLE_CLANG=1
  25. endif
  26. CC_VER := $(shell $(CC) --version | sed -n 's/^.* version \([0-9.]*\).*$$/\1/p' \
  27. | awk -F. '{ printf("%02d%02d%02d", $$1, $$2, $$3) }')
  28. endif
  29. # Mac OS + Arm can report x86_64
  30. # ref: https://github.com/ggerganov/whisper.cpp/issues/66#issuecomment-1282546789
  31. ifeq ($(UNAME_S),Darwin)
  32. ifndef LLAMA_NO_METAL
  33. LLAMA_METAL := 1
  34. endif
  35. ifneq ($(UNAME_P),arm)
  36. SYSCTL_M := $(shell sysctl -n hw.optional.arm64 2>/dev/null)
  37. ifeq ($(SYSCTL_M),1)
  38. # UNAME_P := arm
  39. # UNAME_M := arm64
  40. warn := $(warning Your arch is announced as x86_64, but it seems to actually be ARM64. Not fixing that can lead to bad performance. For more info see: https://github.com/ggerganov/whisper.cpp/issues/66\#issuecomment-1282546789)
  41. endif
  42. endif
  43. endif
  44. ifneq '' '$(or $(filter clean,$(MAKECMDGOALS)),$(LLAMA_METAL))'
  45. BUILD_TARGETS += metal
  46. endif
  47. default: $(BUILD_TARGETS)
  48. test: $(TEST_TARGETS)
  49. @failures=0; \
  50. for test_target in $(TEST_TARGETS); do \
  51. if [ "$$test_target" = "tests/test-tokenizer-0-llama" ]; then \
  52. ./$$test_target $(CURDIR)/models/ggml-vocab-llama.gguf; \
  53. elif [ "$$test_target" = "tests/test-tokenizer-0-falcon" ]; then \
  54. ./$$test_target $(CURDIR)/models/ggml-vocab-falcon.gguf; \
  55. elif [ "$$test_target" = "tests/test-tokenizer-1-llama" ]; then \
  56. continue; \
  57. elif [ "$$test_target" = "tests/test-tokenizer-1-bpe" ]; then \
  58. continue; \
  59. else \
  60. echo "Running test $$test_target..."; \
  61. ./$$test_target; \
  62. fi; \
  63. if [ $$? -ne 0 ]; then \
  64. printf 'Test $$test_target FAILED!\n\n' $$test_target; \
  65. failures=$$(( failures + 1 )); \
  66. else \
  67. printf 'Test %s passed.\n\n' $$test_target; \
  68. fi; \
  69. done; \
  70. if [ $$failures -gt 0 ]; then \
  71. printf '\n%s tests failed.\n' $$failures; \
  72. exit 1; \
  73. fi
  74. @echo 'All tests passed.'
  75. all: $(BUILD_TARGETS) $(TEST_TARGETS)
  76. coverage: ## Run code coverage
  77. gcov -pb tests/*.cpp
  78. lcov-report: coverage ## Generate lcov report
  79. mkdir -p lcov-report
  80. lcov --capture --directory . --output-file lcov-report/coverage.info
  81. genhtml lcov-report/coverage.info --output-directory lcov-report
  82. gcovr-report: coverage ## Generate gcovr report
  83. mkdir -p gcovr-report
  84. gcovr --root . --html --html-details --output gcovr-report/coverage.html
  85. ifdef RISCV_CROSS_COMPILE
  86. CC := riscv64-unknown-linux-gnu-gcc
  87. CXX := riscv64-unknown-linux-gnu-g++
  88. endif
  89. #
  90. # Compile flags
  91. #
  92. # keep standard at C11 and C++11
  93. MK_CPPFLAGS = -I. -Icommon
  94. MK_CFLAGS = -std=c11 -fPIC
  95. MK_CXXFLAGS = -std=c++11 -fPIC
  96. # -Ofast tends to produce faster code, but may not be available for some compilers.
  97. ifdef LLAMA_FAST
  98. MK_CFLAGS += -Ofast
  99. MK_HOST_CXXFLAGS += -Ofast
  100. MK_CUDA_CXXFLAGS += -O3
  101. else
  102. MK_CFLAGS += -O3
  103. MK_CXXFLAGS += -O3
  104. endif
  105. # clock_gettime came in POSIX.1b (1993)
  106. # CLOCK_MONOTONIC came in POSIX.1-2001 / SUSv3 as optional
  107. # posix_memalign came in POSIX.1-2001 / SUSv3
  108. # M_PI is an XSI extension since POSIX.1-2001 / SUSv3, came in XPG1 (1985)
  109. MK_CPPFLAGS += -D_XOPEN_SOURCE=600
  110. # Somehow in OpenBSD whenever POSIX conformance is specified
  111. # some string functions rely on locale_t availability,
  112. # which was introduced in POSIX.1-2008, forcing us to go higher
  113. ifeq ($(UNAME_S),OpenBSD)
  114. MK_CPPFLAGS += -U_XOPEN_SOURCE -D_XOPEN_SOURCE=700
  115. endif
  116. # Data types, macros and functions related to controlling CPU affinity and
  117. # some memory allocation are available on Linux through GNU extensions in libc
  118. ifeq ($(UNAME_S),Linux)
  119. MK_CPPFLAGS += -D_GNU_SOURCE
  120. endif
  121. # RLIMIT_MEMLOCK came in BSD, is not specified in POSIX.1,
  122. # and on macOS its availability depends on enabling Darwin extensions
  123. # similarly on DragonFly, enabling BSD extensions is necessary
  124. ifeq ($(UNAME_S),Darwin)
  125. MK_CPPFLAGS += -D_DARWIN_C_SOURCE
  126. endif
  127. ifeq ($(UNAME_S),DragonFly)
  128. MK_CPPFLAGS += -D__BSD_VISIBLE
  129. endif
  130. # alloca is a non-standard interface that is not visible on BSDs when
  131. # POSIX conformance is specified, but not all of them provide a clean way
  132. # to enable it in such cases
  133. ifeq ($(UNAME_S),FreeBSD)
  134. MK_CPPFLAGS += -D__BSD_VISIBLE
  135. endif
  136. ifeq ($(UNAME_S),NetBSD)
  137. MK_CPPFLAGS += -D_NETBSD_SOURCE
  138. endif
  139. ifeq ($(UNAME_S),OpenBSD)
  140. MK_CPPFLAGS += -D_BSD_SOURCE
  141. endif
  142. ifdef LLAMA_DEBUG
  143. MK_CFLAGS += -O0 -g
  144. MK_CXXFLAGS += -O0 -g
  145. MK_LDFLAGS += -g
  146. else
  147. MK_CPPFLAGS += -DNDEBUG
  148. endif
  149. ifdef LLAMA_SERVER_VERBOSE
  150. MK_CPPFLAGS += -DSERVER_VERBOSE=$(LLAMA_SERVER_VERBOSE)
  151. endif
  152. ifdef LLAMA_CODE_COVERAGE
  153. MK_CXXFLAGS += -fprofile-arcs -ftest-coverage -dumpbase ''
  154. endif
  155. ifdef LLAMA_DISABLE_LOGS
  156. MK_CPPFLAGS += -DLOG_DISABLE_LOGS
  157. endif # LLAMA_DISABLE_LOGS
  158. # warnings
  159. WARN_FLAGS = -Wall -Wextra -Wpedantic -Wcast-qual -Wno-unused-function
  160. MK_CFLAGS += $(WARN_FLAGS) -Wshadow -Wstrict-prototypes -Wpointer-arith -Wmissing-prototypes -Werror=implicit-int \
  161. -Werror=implicit-function-declaration
  162. MK_CXXFLAGS += $(WARN_FLAGS) -Wmissing-declarations -Wmissing-noreturn
  163. ifeq ($(CC_IS_CLANG), 1)
  164. # clang options
  165. MK_CFLAGS += -Wunreachable-code-break -Wunreachable-code-return
  166. MK_HOST_CXXFLAGS += -Wunreachable-code-break -Wunreachable-code-return -Wmissing-prototypes -Wextra-semi
  167. ifneq '' '$(and $(CC_IS_LLVM_CLANG),$(filter 1,$(shell expr $(CC_VER) \>= 030800)))'
  168. MK_CFLAGS += -Wdouble-promotion
  169. endif
  170. ifneq '' '$(and $(CC_IS_APPLE_CLANG),$(filter 1,$(shell expr $(CC_VER) \>= 070300)))'
  171. MK_CFLAGS += -Wdouble-promotion
  172. endif
  173. else
  174. # gcc options
  175. MK_CFLAGS += -Wdouble-promotion
  176. MK_HOST_CXXFLAGS += -Wno-array-bounds
  177. ifeq ($(shell expr $(CC_VER) \>= 070100), 1)
  178. MK_HOST_CXXFLAGS += -Wno-format-truncation
  179. endif
  180. ifeq ($(shell expr $(CC_VER) \>= 080100), 1)
  181. MK_HOST_CXXFLAGS += -Wextra-semi
  182. endif
  183. endif
  184. # OS specific
  185. # TODO: support Windows
  186. ifneq '' '$(filter $(UNAME_S),Linux Darwin FreeBSD NetBSD OpenBSD Haiku)'
  187. MK_CFLAGS += -pthread
  188. MK_CXXFLAGS += -pthread
  189. endif
  190. # detect Windows
  191. ifneq ($(findstring _NT,$(UNAME_S)),)
  192. _WIN32 := 1
  193. endif
  194. # library name prefix
  195. ifneq ($(_WIN32),1)
  196. LIB_PRE := lib
  197. endif
  198. # Dynamic Shared Object extension
  199. ifneq ($(_WIN32),1)
  200. DSO_EXT := .so
  201. else
  202. DSO_EXT := .dll
  203. endif
  204. # Windows Sockets 2 (Winsock) for network-capable apps
  205. ifeq ($(_WIN32),1)
  206. LWINSOCK2 := -lws2_32
  207. endif
  208. ifdef LLAMA_GPROF
  209. MK_CFLAGS += -pg
  210. MK_CXXFLAGS += -pg
  211. endif
  212. ifdef LLAMA_PERF
  213. MK_CPPFLAGS += -DGGML_PERF
  214. endif
  215. # Architecture specific
  216. # TODO: probably these flags need to be tweaked on some architectures
  217. # feel free to update the Makefile for your architecture and send a pull request or issue
  218. ifndef RISCV
  219. ifeq ($(UNAME_M),$(filter $(UNAME_M),x86_64 i686 amd64))
  220. # Use all CPU extensions that are available:
  221. MK_CFLAGS += -march=native -mtune=native
  222. MK_HOST_CXXFLAGS += -march=native -mtune=native
  223. # Usage AVX-only
  224. #MK_CFLAGS += -mfma -mf16c -mavx
  225. #MK_CXXFLAGS += -mfma -mf16c -mavx
  226. # Usage SSSE3-only (Not is SSE3!)
  227. #MK_CFLAGS += -mssse3
  228. #MK_CXXFLAGS += -mssse3
  229. endif
  230. # The stack is only 16-byte aligned on Windows, so don't let gcc emit aligned moves.
  231. # https://gcc.gnu.org/bugzilla/show_bug.cgi?id=54412
  232. # https://github.com/ggerganov/llama.cpp/issues/2922
  233. ifneq '' '$(findstring mingw,$(shell $(CC) -dumpmachine))'
  234. MK_CFLAGS += -Xassembler -muse-unaligned-vector-move
  235. MK_CXXFLAGS += -Xassembler -muse-unaligned-vector-move
  236. endif
  237. ifneq ($(filter aarch64%,$(UNAME_M)),)
  238. # Apple M1, M2, etc.
  239. # Raspberry Pi 3, 4, Zero 2 (64-bit)
  240. MK_CFLAGS += -mcpu=native
  241. MK_CXXFLAGS += -mcpu=native
  242. endif
  243. ifneq ($(filter armv6%,$(UNAME_M)),)
  244. # Raspberry Pi 1, Zero
  245. MK_CFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access
  246. MK_CXXFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access
  247. endif
  248. ifneq ($(filter armv7%,$(UNAME_M)),)
  249. # Raspberry Pi 2
  250. MK_CFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access -funsafe-math-optimizations
  251. MK_CXXFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access -funsafe-math-optimizations
  252. endif
  253. ifneq ($(filter armv8%,$(UNAME_M)),)
  254. # Raspberry Pi 3, 4, Zero 2 (32-bit)
  255. MK_CFLAGS += -mfp16-format=ieee -mno-unaligned-access
  256. MK_CXXFLAGS += -mfp16-format=ieee -mno-unaligned-access
  257. endif
  258. ifneq ($(filter ppc64%,$(UNAME_M)),)
  259. POWER9_M := $(shell grep "POWER9" /proc/cpuinfo)
  260. ifneq (,$(findstring POWER9,$(POWER9_M)))
  261. MK_CFLAGS += -mcpu=power9
  262. MK_CXXFLAGS += -mcpu=power9
  263. endif
  264. endif
  265. else
  266. MK_CFLAGS += -march=rv64gcv -mabi=lp64d
  267. MK_CXXFLAGS += -march=rv64gcv -mabi=lp64d
  268. endif
  269. ifndef LLAMA_NO_K_QUANTS
  270. MK_CPPFLAGS += -DGGML_USE_K_QUANTS
  271. OBJS += k_quants.o
  272. ifdef LLAMA_QKK_64
  273. MK_CPPFLAGS += -DGGML_QKK_64
  274. endif
  275. endif
  276. ifndef LLAMA_NO_ACCELERATE
  277. # Mac OS - include Accelerate framework.
  278. # `-framework Accelerate` works both with Apple Silicon and Mac Intel
  279. ifeq ($(UNAME_S),Darwin)
  280. MK_CPPFLAGS += -DGGML_USE_ACCELERATE
  281. MK_CPPFLAGS += -DACCELERATE_NEW_LAPACK
  282. MK_CPPFLAGS += -DACCELERATE_LAPACK_ILP64
  283. MK_LDFLAGS += -framework Accelerate
  284. endif
  285. endif # LLAMA_NO_ACCELERATE
  286. ifdef LLAMA_MPI
  287. MK_CPPFLAGS += -DGGML_USE_MPI
  288. MK_CFLAGS += -Wno-cast-qual
  289. MK_CXXFLAGS += -Wno-cast-qual
  290. OBJS += ggml-mpi.o
  291. endif # LLAMA_MPI
  292. ifdef LLAMA_OPENBLAS
  293. MK_CPPFLAGS += -DGGML_USE_OPENBLAS $(shell pkg-config --cflags-only-I openblas)
  294. MK_CFLAGS += $(shell pkg-config --cflags-only-other openblas)
  295. MK_LDFLAGS += $(shell pkg-config --libs openblas)
  296. endif # LLAMA_OPENBLAS
  297. ifdef LLAMA_BLIS
  298. MK_CPPFLAGS += -DGGML_USE_OPENBLAS -I/usr/local/include/blis -I/usr/include/blis
  299. MK_LDFLAGS += -lblis -L/usr/local/lib
  300. endif # LLAMA_BLIS
  301. ifdef LLAMA_CUBLAS
  302. MK_CPPFLAGS += -DGGML_USE_CUBLAS -I/usr/local/cuda/include -I/opt/cuda/include -I$(CUDA_PATH)/targets/x86_64-linux/include
  303. MK_LDFLAGS += -lcublas -lculibos -lcudart -lcublasLt -lpthread -ldl -lrt -L/usr/local/cuda/lib64 -L/opt/cuda/lib64 -L$(CUDA_PATH)/targets/x86_64-linux/lib
  304. OBJS += ggml-cuda.o
  305. NVCCFLAGS = --forward-unknown-to-host-compiler -use_fast_math
  306. ifdef LLAMA_CUDA_NVCC
  307. NVCC = $(LLAMA_CUDA_NVCC)
  308. else
  309. NVCC = nvcc
  310. endif #LLAMA_CUDA_NVCC
  311. ifdef CUDA_DOCKER_ARCH
  312. NVCCFLAGS += -Wno-deprecated-gpu-targets -arch=$(CUDA_DOCKER_ARCH)
  313. else
  314. NVCCFLAGS += -arch=native
  315. endif # CUDA_DOCKER_ARCH
  316. ifdef LLAMA_CUDA_FORCE_DMMV
  317. NVCCFLAGS += -DGGML_CUDA_FORCE_DMMV
  318. endif # LLAMA_CUDA_FORCE_DMMV
  319. ifdef LLAMA_CUDA_DMMV_X
  320. NVCCFLAGS += -DGGML_CUDA_DMMV_X=$(LLAMA_CUDA_DMMV_X)
  321. else
  322. NVCCFLAGS += -DGGML_CUDA_DMMV_X=32
  323. endif # LLAMA_CUDA_DMMV_X
  324. ifdef LLAMA_CUDA_MMV_Y
  325. NVCCFLAGS += -DGGML_CUDA_MMV_Y=$(LLAMA_CUDA_MMV_Y)
  326. else ifdef LLAMA_CUDA_DMMV_Y
  327. NVCCFLAGS += -DGGML_CUDA_MMV_Y=$(LLAMA_CUDA_DMMV_Y) # for backwards compatibility
  328. else
  329. NVCCFLAGS += -DGGML_CUDA_MMV_Y=1
  330. endif # LLAMA_CUDA_MMV_Y
  331. ifdef LLAMA_CUDA_F16
  332. NVCCFLAGS += -DGGML_CUDA_F16
  333. endif # LLAMA_CUDA_F16
  334. ifdef LLAMA_CUDA_DMMV_F16
  335. NVCCFLAGS += -DGGML_CUDA_F16
  336. endif # LLAMA_CUDA_DMMV_F16
  337. ifdef LLAMA_CUDA_KQUANTS_ITER
  338. NVCCFLAGS += -DK_QUANTS_PER_ITERATION=$(LLAMA_CUDA_KQUANTS_ITER)
  339. else
  340. NVCCFLAGS += -DK_QUANTS_PER_ITERATION=2
  341. endif
  342. ifdef LLAMA_CUDA_PEER_MAX_BATCH_SIZE
  343. NVCCFLAGS += -DGGML_CUDA_PEER_MAX_BATCH_SIZE=$(LLAMA_CUDA_PEER_MAX_BATCH_SIZE)
  344. else
  345. NVCCFLAGS += -DGGML_CUDA_PEER_MAX_BATCH_SIZE=128
  346. endif # LLAMA_CUDA_PEER_MAX_BATCH_SIZE
  347. #ifdef LLAMA_CUDA_CUBLAS
  348. # NVCCFLAGS += -DGGML_CUDA_CUBLAS
  349. #endif # LLAMA_CUDA_CUBLAS
  350. ifdef LLAMA_CUDA_CCBIN
  351. NVCCFLAGS += -ccbin $(LLAMA_CUDA_CCBIN)
  352. endif
  353. ggml-cuda.o: ggml-cuda.cu ggml-cuda.h
  354. $(NVCC) $(NVCCFLAGS) -c $< -o $@
  355. endif # LLAMA_CUBLAS
  356. ifdef LLAMA_CLBLAST
  357. MK_CPPFLAGS += -DGGML_USE_CLBLAST $(shell pkg-config --cflags-only-I clblast OpenCL)
  358. MK_CFLAGS += $(shell pkg-config --cflags-only-other clblast OpenCL)
  359. MK_CXXFLAGS += $(shell pkg-config --cflags-only-other clblast OpenCL)
  360. # Mac provides OpenCL as a framework
  361. ifeq ($(UNAME_S),Darwin)
  362. MK_LDFLAGS += -lclblast -framework OpenCL
  363. else
  364. MK_LDFLAGS += $(shell pkg-config --libs clblast OpenCL)
  365. endif
  366. OBJS += ggml-opencl.o
  367. ggml-opencl.o: ggml-opencl.cpp ggml-opencl.h
  368. $(CXX) $(CXXFLAGS) -c $< -o $@
  369. endif # LLAMA_CLBLAST
  370. ifdef LLAMA_HIPBLAS
  371. ROCM_PATH ?= /opt/rocm
  372. HIPCC ?= $(ROCM_PATH)/bin/hipcc
  373. GPU_TARGETS ?= $(shell $(ROCM_PATH)/llvm/bin/amdgpu-arch)
  374. LLAMA_CUDA_DMMV_X ?= 32
  375. LLAMA_CUDA_MMV_Y ?= 1
  376. LLAMA_CUDA_KQUANTS_ITER ?= 2
  377. MK_CPPFLAGS += -DGGML_USE_HIPBLAS -DGGML_USE_CUBLAS
  378. MK_LDFLAGS += -L$(ROCM_PATH)/lib -Wl,-rpath=$(ROCM_PATH)/lib
  379. MK_LDFLAGS += -lhipblas -lamdhip64 -lrocblas
  380. HIPFLAGS += $(addprefix --offload-arch=,$(GPU_TARGETS))
  381. HIPFLAGS += -DGGML_CUDA_DMMV_X=$(LLAMA_CUDA_DMMV_X)
  382. HIPFLAGS += -DGGML_CUDA_MMV_Y=$(LLAMA_CUDA_MMV_Y)
  383. HIPFLAGS += -DK_QUANTS_PER_ITERATION=$(LLAMA_CUDA_KQUANTS_ITER)
  384. ifdef LLAMA_CUDA_FORCE_DMMV
  385. HIPFLAGS += -DGGML_CUDA_FORCE_DMMV
  386. endif # LLAMA_CUDA_FORCE_DMMV
  387. OBJS += ggml-cuda.o
  388. ggml-cuda.o: ggml-cuda.cu ggml-cuda.h
  389. $(HIPCC) $(CXXFLAGS) $(HIPFLAGS) -x hip -c -o $@ $<
  390. endif # LLAMA_HIPBLAS
  391. ifdef LLAMA_METAL
  392. MK_CPPFLAGS += -DGGML_USE_METAL
  393. MK_LDFLAGS += -framework Foundation -framework Metal -framework MetalKit
  394. OBJS += ggml-metal.o
  395. ifdef LLAMA_METAL_NDEBUG
  396. MK_CPPFLAGS += -DGGML_METAL_NDEBUG
  397. endif
  398. endif # LLAMA_METAL
  399. ifdef LLAMA_METAL
  400. ggml-metal.o: ggml-metal.m ggml-metal.h
  401. $(CC) $(CFLAGS) -c $< -o $@
  402. endif # LLAMA_METAL
  403. ifdef LLAMA_MPI
  404. ggml-mpi.o: ggml-mpi.c ggml-mpi.h
  405. $(CC) $(CFLAGS) -c $< -o $@
  406. endif # LLAMA_MPI
  407. ifndef LLAMA_NO_K_QUANTS
  408. k_quants.o: k_quants.c k_quants.h
  409. $(CC) $(CFLAGS) -c $< -o $@
  410. endif # LLAMA_NO_K_QUANTS
  411. # combine build flags with cmdline overrides
  412. override CFLAGS := $(MK_CPPFLAGS) $(CPPFLAGS) $(MK_CFLAGS) $(CFLAGS)
  413. override CXXFLAGS := $(MK_CPPFLAGS) $(CPPFLAGS) $(MK_CXXFLAGS) $(CXXFLAGS)
  414. override CUDA_CXXFLAGS := $(MK_CUDA_CXXFLAGS) $(CUDA_CXXFLAGS)
  415. override HOST_CXXFLAGS := $(MK_HOST_CXXFLAGS) $(HOST_CXXFLAGS)
  416. override LDFLAGS := $(MK_LDFLAGS) $(LDFLAGS)
  417. # save CXXFLAGS before we add host-only options
  418. NVCCFLAGS := $(NVCCFLAGS) $(CXXFLAGS) $(CUDA_CXXFLAGS) -Wno-pedantic -Xcompiler "$(HOST_CXXFLAGS)"
  419. override CXXFLAGS += $(HOST_CXXFLAGS)
  420. #
  421. # Print build information
  422. #
  423. $(info I llama.cpp build info: )
  424. $(info I UNAME_S: $(UNAME_S))
  425. $(info I UNAME_P: $(UNAME_P))
  426. $(info I UNAME_M: $(UNAME_M))
  427. $(info I CFLAGS: $(CFLAGS))
  428. $(info I CXXFLAGS: $(CXXFLAGS))
  429. $(info I NVCCFLAGS: $(NVCCFLAGS))
  430. $(info I LDFLAGS: $(LDFLAGS))
  431. $(info I CC: $(shell $(CC) --version | head -n 1))
  432. $(info I CXX: $(shell $(CXX) --version | head -n 1))
  433. $(info )
  434. #
  435. # Build library
  436. #
  437. ggml.o: ggml.c ggml.h ggml-cuda.h
  438. $(CC) $(CFLAGS) -c $< -o $@
  439. ggml-alloc.o: ggml-alloc.c ggml.h ggml-alloc.h
  440. $(CC) $(CFLAGS) -c $< -o $@
  441. OBJS += ggml-alloc.o
  442. llama.o: llama.cpp ggml.h ggml-alloc.h ggml-cuda.h ggml-metal.h llama.h
  443. $(CXX) $(CXXFLAGS) -c $< -o $@
  444. common.o: common/common.cpp common/common.h build-info.h common/log.h
  445. $(CXX) $(CXXFLAGS) -c $< -o $@
  446. console.o: common/console.cpp common/console.h
  447. $(CXX) $(CXXFLAGS) -c $< -o $@
  448. grammar-parser.o: common/grammar-parser.cpp common/grammar-parser.h
  449. $(CXX) $(CXXFLAGS) -c $< -o $@
  450. train.o: common/train.cpp common/train.h
  451. $(CXX) $(CXXFLAGS) -c $< -o $@
  452. libllama.so: llama.o ggml.o $(OBJS)
  453. $(CXX) $(CXXFLAGS) -shared -fPIC -o $@ $^ $(LDFLAGS)
  454. clean:
  455. rm -vrf *.o tests/*.o *.so *.dll benchmark-matmult build-info.h *.dot $(COV_TARGETS) $(BUILD_TARGETS) $(TEST_TARGETS)
  456. #
  457. # Examples
  458. #
  459. main: examples/main/main.cpp build-info.h ggml.o llama.o common.o console.o grammar-parser.o $(OBJS)
  460. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  461. @echo
  462. @echo '==== Run ./main -h for help. ===='
  463. @echo
  464. infill: examples/infill/infill.cpp build-info.h ggml.o llama.o common.o console.o grammar-parser.o $(OBJS)
  465. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  466. simple: examples/simple/simple.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  467. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  468. batched: examples/batched/batched.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  469. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  470. quantize: examples/quantize/quantize.cpp build-info.h ggml.o llama.o $(OBJS)
  471. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  472. quantize-stats: examples/quantize-stats/quantize-stats.cpp build-info.h ggml.o llama.o $(OBJS)
  473. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  474. perplexity: examples/perplexity/perplexity.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  475. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  476. embedding: examples/embedding/embedding.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  477. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  478. save-load-state: examples/save-load-state/save-load-state.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  479. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  480. server: examples/server/server.cpp examples/server/httplib.h examples/server/json.hpp examples/server/index.html.hpp examples/server/index.js.hpp examples/server/completion.js.hpp build-info.h ggml.o llama.o common.o grammar-parser.o $(OBJS)
  481. $(CXX) $(CXXFLAGS) -Iexamples/server $(filter-out %.h,$(filter-out %.hpp,$^)) -o $@ $(LDFLAGS) $(LWINSOCK2)
  482. $(LIB_PRE)embdinput$(DSO_EXT): examples/embd-input/embd-input.h examples/embd-input/embd-input-lib.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  483. $(CXX) --shared $(CXXFLAGS) $(filter-out %.h,$(filter-out %.hpp,$^)) -o $@ $(LDFLAGS)
  484. embd-input-test: $(LIB_PRE)embdinput$(DSO_EXT) examples/embd-input/embd-input-test.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  485. $(CXX) $(CXXFLAGS) $(filter-out %$(DSO_EXT),$(filter-out %.h,$(filter-out %.hpp,$^))) -o $@ $(LDFLAGS) -L. -lembdinput
  486. gguf: examples/gguf/gguf.cpp ggml.o llama.o $(OBJS)
  487. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  488. train-text-from-scratch: examples/train-text-from-scratch/train-text-from-scratch.cpp ggml.o llama.o common.o train.o $(OBJS)
  489. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  490. convert-llama2c-to-ggml: examples/convert-llama2c-to-ggml/convert-llama2c-to-ggml.cpp ggml.o llama.o $(OBJS)
  491. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  492. llama-bench: examples/llama-bench/llama-bench.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  493. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  494. baby-llama: examples/baby-llama/baby-llama.cpp ggml.o llama.o common.o train.o $(OBJS)
  495. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  496. beam-search: examples/beam-search/beam-search.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  497. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  498. finetune: examples/finetune/finetune.cpp build-info.h ggml.o llama.o common.o train.o $(OBJS)
  499. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  500. export-lora: examples/export-lora/export-lora.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  501. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  502. speculative: examples/speculative/speculative.cpp build-info.h ggml.o llama.o common.o grammar-parser.o $(OBJS)
  503. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  504. parallel: examples/parallel/parallel.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  505. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  506. ifdef LLAMA_METAL
  507. metal: examples/metal/metal.cpp ggml.o $(OBJS)
  508. $(CXX) $(CXXFLAGS) $^ -o $@ $(LDFLAGS)
  509. endif
  510. build-info.h: $(wildcard .git/index) scripts/build-info.sh
  511. @sh scripts/build-info.sh $(CC) > $@.tmp
  512. @if ! cmp -s $@.tmp $@; then \
  513. mv $@.tmp $@; \
  514. else \
  515. rm $@.tmp; \
  516. fi
  517. #
  518. # Tests
  519. #
  520. tests: $(TEST_TARGETS)
  521. benchmark-matmult: examples/benchmark/benchmark-matmult.cpp build-info.h ggml.o $(OBJS)
  522. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  523. run-benchmark-matmult: benchmark-matmult
  524. ./$@
  525. .PHONY: run-benchmark-matmult
  526. vdot: pocs/vdot/vdot.cpp ggml.o $(OBJS)
  527. $(CXX) $(CXXFLAGS) $^ -o $@ $(LDFLAGS)
  528. q8dot: pocs/vdot/q8dot.cpp ggml.o $(OBJS)
  529. $(CXX) $(CXXFLAGS) $^ -o $@ $(LDFLAGS)
  530. tests/test-llama-grammar: tests/test-llama-grammar.cpp build-info.h ggml.o common.o grammar-parser.o $(OBJS)
  531. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  532. tests/test-grammar-parser: tests/test-grammar-parser.cpp build-info.h ggml.o llama.o common.o grammar-parser.o $(OBJS)
  533. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  534. tests/test-double-float: tests/test-double-float.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  535. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  536. tests/test-grad0: tests/test-grad0.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  537. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  538. tests/test-opt: tests/test-opt.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  539. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  540. tests/test-quantize-fns: tests/test-quantize-fns.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  541. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  542. tests/test-quantize-perf: tests/test-quantize-perf.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  543. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  544. tests/test-sampling: tests/test-sampling.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  545. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  546. tests/test-tokenizer-0-falcon: tests/test-tokenizer-0-falcon.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  547. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  548. tests/test-tokenizer-0-llama: tests/test-tokenizer-0-llama.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  549. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  550. tests/test-tokenizer-1-bpe: tests/test-tokenizer-1-bpe.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  551. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  552. tests/test-tokenizer-1-llama: tests/test-tokenizer-1-llama.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  553. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  554. tests/test-c.o: tests/test-c.c llama.h
  555. $(CC) $(CFLAGS) -c $(filter-out %.h,$^) -o $@