Makefile 23 KB

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