Makefile 25 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 gguf llama-bench libllava.a llava-cli baby-llama beam-search \
  5. speculative infill tokenize benchmark-matmult parallel finetune export-lora lookahead lookup 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 tests/test-rope \
  11. tests/test-backend-ops
  12. # Code coverage output files
  13. COV_TARGETS = *.gcno tests/*.gcno *.gcda tests/*.gcda *.gcov tests/*.gcov lcov-report gcovr-report
  14. ifndef UNAME_S
  15. UNAME_S := $(shell uname -s)
  16. endif
  17. ifndef UNAME_P
  18. UNAME_P := $(shell uname -p)
  19. endif
  20. ifndef UNAME_M
  21. UNAME_M := $(shell uname -m)
  22. endif
  23. # Mac OS + Arm can report x86_64
  24. # ref: https://github.com/ggerganov/whisper.cpp/issues/66#issuecomment-1282546789
  25. ifeq ($(UNAME_S),Darwin)
  26. ifndef LLAMA_NO_METAL
  27. LLAMA_METAL := 1
  28. endif
  29. ifneq ($(UNAME_P),arm)
  30. SYSCTL_M := $(shell sysctl -n hw.optional.arm64 2>/dev/null)
  31. ifeq ($(SYSCTL_M),1)
  32. # UNAME_P := arm
  33. # UNAME_M := arm64
  34. warn := $(warning Your arch is announced as x86_64, but it seems to actually be ARM64. Not fixing that can lead to bad performance. For more info see: https://github.com/ggerganov/whisper.cpp/issues/66\#issuecomment-1282546789)
  35. endif
  36. endif
  37. endif
  38. ifneq '' '$(or $(filter clean,$(MAKECMDGOALS)),$(LLAMA_METAL))'
  39. BUILD_TARGETS += metal
  40. endif
  41. default: $(BUILD_TARGETS)
  42. test: $(TEST_TARGETS)
  43. @failures=0; \
  44. for test_target in $(TEST_TARGETS); do \
  45. if [ "$$test_target" = "tests/test-tokenizer-0-llama" ]; then \
  46. ./$$test_target $(CURDIR)/models/ggml-vocab-llama.gguf; \
  47. elif [ "$$test_target" = "tests/test-tokenizer-0-falcon" ]; then \
  48. ./$$test_target $(CURDIR)/models/ggml-vocab-falcon.gguf; \
  49. elif [ "$$test_target" = "tests/test-tokenizer-1-llama" ]; then \
  50. continue; \
  51. elif [ "$$test_target" = "tests/test-tokenizer-1-bpe" ]; then \
  52. continue; \
  53. else \
  54. echo "Running test $$test_target..."; \
  55. ./$$test_target; \
  56. fi; \
  57. if [ $$? -ne 0 ]; then \
  58. printf 'Test %s FAILED!\n\n' $$test_target; \
  59. failures=$$(( failures + 1 )); \
  60. else \
  61. printf 'Test %s passed.\n\n' $$test_target; \
  62. fi; \
  63. done; \
  64. if [ $$failures -gt 0 ]; then \
  65. printf '\n%s tests failed.\n' $$failures; \
  66. exit 1; \
  67. fi
  68. @echo 'All tests passed.'
  69. all: $(BUILD_TARGETS) $(TEST_TARGETS)
  70. coverage: ## Run code coverage
  71. gcov -pb tests/*.cpp
  72. lcov-report: coverage ## Generate lcov report
  73. mkdir -p lcov-report
  74. lcov --capture --directory . --output-file lcov-report/coverage.info
  75. genhtml lcov-report/coverage.info --output-directory lcov-report
  76. gcovr-report: coverage ## Generate gcovr report
  77. mkdir -p gcovr-report
  78. gcovr --root . --html --html-details --output gcovr-report/coverage.html
  79. ifdef RISCV_CROSS_COMPILE
  80. CC := riscv64-unknown-linux-gnu-gcc
  81. CXX := riscv64-unknown-linux-gnu-g++
  82. endif
  83. #
  84. # Compile flags
  85. #
  86. # keep standard at C11 and C++11
  87. MK_CPPFLAGS = -I. -Icommon
  88. MK_CFLAGS = -std=c11 -fPIC
  89. MK_CXXFLAGS = -std=c++11 -fPIC
  90. # -Ofast tends to produce faster code, but may not be available for some compilers.
  91. ifdef LLAMA_FAST
  92. MK_CFLAGS += -Ofast
  93. HOST_CXXFLAGS += -Ofast
  94. MK_NVCCFLAGS += -O3
  95. else
  96. MK_CFLAGS += -O3
  97. MK_CXXFLAGS += -O3
  98. endif
  99. # clock_gettime came in POSIX.1b (1993)
  100. # CLOCK_MONOTONIC came in POSIX.1-2001 / SUSv3 as optional
  101. # posix_memalign came in POSIX.1-2001 / SUSv3
  102. # M_PI is an XSI extension since POSIX.1-2001 / SUSv3, came in XPG1 (1985)
  103. MK_CPPFLAGS += -D_XOPEN_SOURCE=600
  104. # Somehow in OpenBSD whenever POSIX conformance is specified
  105. # some string functions rely on locale_t availability,
  106. # which was introduced in POSIX.1-2008, forcing us to go higher
  107. ifeq ($(UNAME_S),OpenBSD)
  108. MK_CPPFLAGS += -U_XOPEN_SOURCE -D_XOPEN_SOURCE=700
  109. endif
  110. # Data types, macros and functions related to controlling CPU affinity and
  111. # some memory allocation are available on Linux through GNU extensions in libc
  112. ifeq ($(UNAME_S),Linux)
  113. MK_CPPFLAGS += -D_GNU_SOURCE
  114. endif
  115. # RLIMIT_MEMLOCK came in BSD, is not specified in POSIX.1,
  116. # and on macOS its availability depends on enabling Darwin extensions
  117. # similarly on DragonFly, enabling BSD extensions is necessary
  118. ifeq ($(UNAME_S),Darwin)
  119. MK_CPPFLAGS += -D_DARWIN_C_SOURCE
  120. endif
  121. ifeq ($(UNAME_S),DragonFly)
  122. MK_CPPFLAGS += -D__BSD_VISIBLE
  123. endif
  124. # alloca is a non-standard interface that is not visible on BSDs when
  125. # POSIX conformance is specified, but not all of them provide a clean way
  126. # to enable it in such cases
  127. ifeq ($(UNAME_S),FreeBSD)
  128. MK_CPPFLAGS += -D__BSD_VISIBLE
  129. endif
  130. ifeq ($(UNAME_S),NetBSD)
  131. MK_CPPFLAGS += -D_NETBSD_SOURCE
  132. endif
  133. ifeq ($(UNAME_S),OpenBSD)
  134. MK_CPPFLAGS += -D_BSD_SOURCE
  135. endif
  136. ifdef LLAMA_DEBUG
  137. MK_CFLAGS += -O0 -g
  138. MK_CXXFLAGS += -O0 -g
  139. MK_LDFLAGS += -g
  140. ifeq ($(UNAME_S),Linux)
  141. MK_CXXFLAGS += -Wp,-D_GLIBCXX_ASSERTIONS
  142. endif
  143. else
  144. MK_CPPFLAGS += -DNDEBUG
  145. endif
  146. ifdef LLAMA_SANITIZE_THREAD
  147. MK_CFLAGS += -fsanitize=thread -g
  148. MK_CXXFLAGS += -fsanitize=thread -g
  149. MK_LDFLAGS += -fsanitize=thread -g
  150. endif
  151. ifdef LLAMA_SANITIZE_ADDRESS
  152. MK_CFLAGS += -fsanitize=address -fno-omit-frame-pointer -g
  153. MK_CXXFLAGS += -fsanitize=address -fno-omit-frame-pointer -g
  154. MK_LDFLAGS += -fsanitize=address -fno-omit-frame-pointer -g
  155. endif
  156. ifdef LLAMA_SANITIZE_UNDEFINED
  157. MK_CFLAGS += -fsanitize=undefined -g
  158. MK_CXXFLAGS += -fsanitize=undefined -g
  159. MK_LDFLAGS += -fsanitize=undefined -g
  160. endif
  161. ifdef LLAMA_SERVER_VERBOSE
  162. MK_CPPFLAGS += -DSERVER_VERBOSE=$(LLAMA_SERVER_VERBOSE)
  163. endif
  164. ifdef LLAMA_CODE_COVERAGE
  165. MK_CXXFLAGS += -fprofile-arcs -ftest-coverage -dumpbase ''
  166. endif
  167. ifdef LLAMA_DISABLE_LOGS
  168. MK_CPPFLAGS += -DLOG_DISABLE_LOGS
  169. endif # LLAMA_DISABLE_LOGS
  170. # warnings
  171. WARN_FLAGS = -Wall -Wextra -Wpedantic -Wcast-qual -Wno-unused-function
  172. MK_CFLAGS += $(WARN_FLAGS) -Wshadow -Wstrict-prototypes -Wpointer-arith -Wmissing-prototypes -Werror=implicit-int \
  173. -Werror=implicit-function-declaration
  174. MK_CXXFLAGS += $(WARN_FLAGS) -Wmissing-declarations -Wmissing-noreturn
  175. # this version of Apple ld64 is buggy
  176. ifneq '' '$(findstring dyld-1015.7,$(shell $(CC) $(LDFLAGS) -Wl,-v 2>&1))'
  177. MK_CPPFLAGS += -DHAVE_BUGGY_APPLE_LINKER
  178. endif
  179. # OS specific
  180. # TODO: support Windows
  181. ifneq '' '$(filter $(UNAME_S),Linux Darwin FreeBSD NetBSD OpenBSD Haiku)'
  182. MK_CFLAGS += -pthread
  183. MK_CXXFLAGS += -pthread
  184. endif
  185. # detect Windows
  186. ifneq ($(findstring _NT,$(UNAME_S)),)
  187. _WIN32 := 1
  188. endif
  189. # library name prefix
  190. ifneq ($(_WIN32),1)
  191. LIB_PRE := lib
  192. endif
  193. # Dynamic Shared Object extension
  194. ifneq ($(_WIN32),1)
  195. DSO_EXT := .so
  196. else
  197. DSO_EXT := .dll
  198. endif
  199. # Windows Sockets 2 (Winsock) for network-capable apps
  200. ifeq ($(_WIN32),1)
  201. LWINSOCK2 := -lws2_32
  202. endif
  203. ifdef LLAMA_GPROF
  204. MK_CFLAGS += -pg
  205. MK_CXXFLAGS += -pg
  206. endif
  207. ifdef LLAMA_PERF
  208. MK_CPPFLAGS += -DGGML_PERF
  209. endif
  210. # Architecture specific
  211. # TODO: probably these flags need to be tweaked on some architectures
  212. # feel free to update the Makefile for your architecture and send a pull request or issue
  213. ifndef RISCV
  214. ifeq ($(UNAME_M),$(filter $(UNAME_M),x86_64 i686 amd64))
  215. # Use all CPU extensions that are available:
  216. MK_CFLAGS += -march=native -mtune=native
  217. HOST_CXXFLAGS += -march=native -mtune=native
  218. # Usage AVX-only
  219. #MK_CFLAGS += -mfma -mf16c -mavx
  220. #MK_CXXFLAGS += -mfma -mf16c -mavx
  221. # Usage SSSE3-only (Not is SSE3!)
  222. #MK_CFLAGS += -mssse3
  223. #MK_CXXFLAGS += -mssse3
  224. endif
  225. ifneq '' '$(findstring mingw,$(shell $(CC) -dumpmachine))'
  226. # The stack is only 16-byte aligned on Windows, so don't let gcc emit aligned moves.
  227. # https://gcc.gnu.org/bugzilla/show_bug.cgi?id=54412
  228. # https://github.com/ggerganov/llama.cpp/issues/2922
  229. MK_CFLAGS += -Xassembler -muse-unaligned-vector-move
  230. MK_CXXFLAGS += -Xassembler -muse-unaligned-vector-move
  231. # Target Windows 8 for PrefetchVirtualMemory
  232. MK_CPPFLAGS += -D_WIN32_WINNT=0x602
  233. endif
  234. ifneq ($(filter aarch64%,$(UNAME_M)),)
  235. # Apple M1, M2, etc.
  236. # Raspberry Pi 3, 4, Zero 2 (64-bit)
  237. # Nvidia Jetson
  238. MK_CFLAGS += -mcpu=native
  239. MK_CXXFLAGS += -mcpu=native
  240. JETSON_RELEASE_INFO = $(shell jetson_release)
  241. ifdef JETSON_RELEASE_INFO
  242. ifneq ($(filter TX2%,$(JETSON_RELEASE_INFO)),)
  243. JETSON_EOL_MODULE_DETECT = 1
  244. CC = aarch64-unknown-linux-gnu-gcc
  245. cxx = aarch64-unknown-linux-gnu-g++
  246. endif
  247. endif
  248. endif
  249. ifneq ($(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,$(POWER9_M)))
  267. MK_CFLAGS += -mcpu=power9
  268. MK_CXXFLAGS += -mcpu=power9
  269. endif
  270. endif
  271. ifneq ($(filter ppc64le%,$(UNAME_M)),)
  272. MK_CFLAGS += -mcpu=powerpc64le
  273. MK_CXXFLAGS += -mcpu=powerpc64le
  274. CUDA_POWER_ARCH = 1
  275. endif
  276. else
  277. MK_CFLAGS += -march=rv64gcv -mabi=lp64d
  278. MK_CXXFLAGS += -march=rv64gcv -mabi=lp64d
  279. endif
  280. ifdef LLAMA_QKK_64
  281. MK_CPPFLAGS += -DGGML_QKK_64
  282. endif
  283. ifndef LLAMA_NO_ACCELERATE
  284. # Mac OS - include Accelerate framework.
  285. # `-framework Accelerate` works both with Apple Silicon and Mac Intel
  286. ifeq ($(UNAME_S),Darwin)
  287. MK_CPPFLAGS += -DGGML_USE_ACCELERATE
  288. MK_CPPFLAGS += -DACCELERATE_NEW_LAPACK
  289. MK_CPPFLAGS += -DACCELERATE_LAPACK_ILP64
  290. MK_LDFLAGS += -framework Accelerate
  291. endif
  292. endif # LLAMA_NO_ACCELERATE
  293. ifdef LLAMA_MPI
  294. MK_CPPFLAGS += -DGGML_USE_MPI
  295. MK_CFLAGS += -Wno-cast-qual
  296. MK_CXXFLAGS += -Wno-cast-qual
  297. OBJS += ggml-mpi.o
  298. endif # LLAMA_MPI
  299. ifdef LLAMA_OPENBLAS
  300. MK_CPPFLAGS += -DGGML_USE_OPENBLAS $(shell pkg-config --cflags-only-I openblas)
  301. MK_CFLAGS += $(shell pkg-config --cflags-only-other openblas)
  302. MK_LDFLAGS += $(shell pkg-config --libs openblas)
  303. endif # LLAMA_OPENBLAS
  304. ifdef LLAMA_BLIS
  305. MK_CPPFLAGS += -DGGML_USE_OPENBLAS -I/usr/local/include/blis -I/usr/include/blis
  306. MK_LDFLAGS += -lblis -L/usr/local/lib
  307. endif # LLAMA_BLIS
  308. ifdef LLAMA_CUBLAS
  309. MK_CPPFLAGS += -DGGML_USE_CUBLAS -I/usr/local/cuda/include -I/opt/cuda/include -I$(CUDA_PATH)/targets/x86_64-linux/include -I/usr/local/cuda/targets/aarch64-linux/include
  310. 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 -L/usr/local/cuda/targets/aarch64-linux/lib
  311. OBJS += ggml-cuda.o
  312. MK_NVCCFLAGS = -use_fast_math
  313. ifndef JETSON_EOL_MODULE_DETECT
  314. MK_NVCCFLAGS += --forward-unknown-to-host-compiler
  315. endif # JETSON_EOL_MODULE_DETECT
  316. ifdef LLAMA_DEBUG
  317. MK_NVCCFLAGS += -lineinfo
  318. endif
  319. ifdef LLAMA_CUDA_NVCC
  320. NVCC = $(LLAMA_CUDA_NVCC)
  321. else
  322. NVCC = nvcc
  323. endif #LLAMA_CUDA_NVCC
  324. ifdef CUDA_DOCKER_ARCH
  325. MK_NVCCFLAGS += -Wno-deprecated-gpu-targets -arch=$(CUDA_DOCKER_ARCH)
  326. else ifndef CUDA_POWER_ARCH
  327. MK_NVCCFLAGS += -arch=native
  328. endif # CUDA_DOCKER_ARCH
  329. ifdef LLAMA_CUDA_FORCE_DMMV
  330. MK_NVCCFLAGS += -DGGML_CUDA_FORCE_DMMV
  331. endif # LLAMA_CUDA_FORCE_DMMV
  332. ifdef LLAMA_CUDA_FORCE_MMQ
  333. MK_NVCCFLAGS += -DGGML_CUDA_FORCE_MMQ
  334. endif # LLAMA_CUDA_FORCE_MMQ
  335. ifdef LLAMA_CUDA_DMMV_X
  336. MK_NVCCFLAGS += -DGGML_CUDA_DMMV_X=$(LLAMA_CUDA_DMMV_X)
  337. else
  338. MK_NVCCFLAGS += -DGGML_CUDA_DMMV_X=32
  339. endif # LLAMA_CUDA_DMMV_X
  340. ifdef LLAMA_CUDA_MMV_Y
  341. MK_NVCCFLAGS += -DGGML_CUDA_MMV_Y=$(LLAMA_CUDA_MMV_Y)
  342. else ifdef LLAMA_CUDA_DMMV_Y
  343. MK_NVCCFLAGS += -DGGML_CUDA_MMV_Y=$(LLAMA_CUDA_DMMV_Y) # for backwards compatibility
  344. else
  345. MK_NVCCFLAGS += -DGGML_CUDA_MMV_Y=1
  346. endif # LLAMA_CUDA_MMV_Y
  347. ifdef LLAMA_CUDA_F16
  348. MK_NVCCFLAGS += -DGGML_CUDA_F16
  349. endif # LLAMA_CUDA_F16
  350. ifdef LLAMA_CUDA_DMMV_F16
  351. MK_NVCCFLAGS += -DGGML_CUDA_F16
  352. endif # LLAMA_CUDA_DMMV_F16
  353. ifdef LLAMA_CUDA_KQUANTS_ITER
  354. MK_NVCCFLAGS += -DK_QUANTS_PER_ITERATION=$(LLAMA_CUDA_KQUANTS_ITER)
  355. else
  356. MK_NVCCFLAGS += -DK_QUANTS_PER_ITERATION=2
  357. endif
  358. ifdef LLAMA_CUDA_PEER_MAX_BATCH_SIZE
  359. MK_NVCCFLAGS += -DGGML_CUDA_PEER_MAX_BATCH_SIZE=$(LLAMA_CUDA_PEER_MAX_BATCH_SIZE)
  360. else
  361. MK_NVCCFLAGS += -DGGML_CUDA_PEER_MAX_BATCH_SIZE=128
  362. endif # LLAMA_CUDA_PEER_MAX_BATCH_SIZE
  363. #ifdef LLAMA_CUDA_CUBLAS
  364. # MK_NVCCFLAGS += -DGGML_CUDA_CUBLAS
  365. #endif # LLAMA_CUDA_CUBLAS
  366. ifdef LLAMA_CUDA_CCBIN
  367. MK_NVCCFLAGS += -ccbin $(LLAMA_CUDA_CCBIN)
  368. endif
  369. ggml-cuda.o: ggml-cuda.cu ggml-cuda.h
  370. ifdef JETSON_EOL_MODULE_DETECT
  371. $(NVCC) -I. -Icommon -D_XOPEN_SOURCE=600 -D_GNU_SOURCE -DNDEBUG -DGGML_USE_CUBLAS -I/usr/local/cuda/include -I/opt/cuda/include -I/usr/local/cuda/targets/aarch64-linux/include -std=c++11 -O3 $(NVCCFLAGS) -Xcompiler "$(CUDA_CXXFLAGS)" -c $< -o $@
  372. else
  373. $(NVCC) $(BASE_CXXFLAGS) $(NVCCFLAGS) -Wno-pedantic -Xcompiler "$(CUDA_CXXFLAGS)" -c $< -o $@
  374. endif # JETSON_EOL_MODULE_DETECT
  375. endif # LLAMA_CUBLAS
  376. ifdef LLAMA_CLBLAST
  377. MK_CPPFLAGS += -DGGML_USE_CLBLAST $(shell pkg-config --cflags-only-I clblast OpenCL)
  378. MK_CFLAGS += $(shell pkg-config --cflags-only-other clblast OpenCL)
  379. MK_CXXFLAGS += $(shell pkg-config --cflags-only-other clblast OpenCL)
  380. # Mac provides OpenCL as a framework
  381. ifeq ($(UNAME_S),Darwin)
  382. MK_LDFLAGS += -lclblast -framework OpenCL
  383. else
  384. MK_LDFLAGS += $(shell pkg-config --libs clblast OpenCL)
  385. endif
  386. OBJS += ggml-opencl.o
  387. ggml-opencl.o: ggml-opencl.cpp ggml-opencl.h
  388. $(CXX) $(CXXFLAGS) -c $< -o $@
  389. endif # LLAMA_CLBLAST
  390. ifdef LLAMA_HIPBLAS
  391. ifeq ($(wildcard /opt/rocm),)
  392. ROCM_PATH ?= /usr
  393. GPU_TARGETS ?= $(shell $(shell which amdgpu-arch))
  394. else
  395. ROCM_PATH ?= /opt/rocm
  396. GPU_TARGETS ?= $(shell $(ROCM_PATH)/llvm/bin/amdgpu-arch)
  397. endif
  398. HIPCC ?= $(ROCM_PATH)/bin/hipcc
  399. LLAMA_CUDA_DMMV_X ?= 32
  400. LLAMA_CUDA_MMV_Y ?= 1
  401. LLAMA_CUDA_KQUANTS_ITER ?= 2
  402. MK_CPPFLAGS += -DGGML_USE_HIPBLAS -DGGML_USE_CUBLAS
  403. ifdef LLAMA_HIP_UMA
  404. MK_CPPFLAGS += -DGGML_HIP_UMA
  405. endif # LLAMA_HIP_UMA
  406. MK_LDFLAGS += -L$(ROCM_PATH)/lib -Wl,-rpath=$(ROCM_PATH)/lib
  407. MK_LDFLAGS += -lhipblas -lamdhip64 -lrocblas
  408. HIPFLAGS += $(addprefix --offload-arch=,$(GPU_TARGETS))
  409. HIPFLAGS += -DGGML_CUDA_DMMV_X=$(LLAMA_CUDA_DMMV_X)
  410. HIPFLAGS += -DGGML_CUDA_MMV_Y=$(LLAMA_CUDA_MMV_Y)
  411. HIPFLAGS += -DK_QUANTS_PER_ITERATION=$(LLAMA_CUDA_KQUANTS_ITER)
  412. ifdef LLAMA_CUDA_FORCE_DMMV
  413. HIPFLAGS += -DGGML_CUDA_FORCE_DMMV
  414. endif # LLAMA_CUDA_FORCE_DMMV
  415. OBJS += ggml-cuda.o
  416. ggml-cuda.o: ggml-cuda.cu ggml-cuda.h
  417. $(HIPCC) $(CXXFLAGS) $(HIPFLAGS) -x hip -c -o $@ $<
  418. endif # LLAMA_HIPBLAS
  419. ifdef LLAMA_METAL
  420. MK_CPPFLAGS += -DGGML_USE_METAL
  421. MK_LDFLAGS += -framework Foundation -framework Metal -framework MetalKit
  422. OBJS += ggml-metal.o
  423. ifdef LLAMA_METAL_NDEBUG
  424. MK_CPPFLAGS += -DGGML_METAL_NDEBUG
  425. endif
  426. endif # LLAMA_METAL
  427. ifdef LLAMA_METAL
  428. ggml-metal.o: ggml-metal.m ggml-metal.h
  429. $(CC) $(CFLAGS) -c $< -o $@
  430. endif # LLAMA_METAL
  431. ifdef LLAMA_MPI
  432. ggml-mpi.o: ggml-mpi.c ggml-mpi.h
  433. $(CC) $(CFLAGS) -c $< -o $@
  434. endif # LLAMA_MPI
  435. GF_CC := $(CC)
  436. include scripts/get-flags.mk
  437. # combine build flags with cmdline overrides
  438. override CFLAGS := $(MK_CPPFLAGS) $(CPPFLAGS) $(MK_CFLAGS) $(GF_CFLAGS) $(CFLAGS)
  439. BASE_CXXFLAGS := $(MK_CPPFLAGS) $(CPPFLAGS) $(MK_CXXFLAGS) $(CXXFLAGS)
  440. override CXXFLAGS := $(BASE_CXXFLAGS) $(HOST_CXXFLAGS) $(GF_CXXFLAGS)
  441. override NVCCFLAGS := $(MK_NVCCFLAGS) $(NVCCFLAGS)
  442. override LDFLAGS := $(MK_LDFLAGS) $(LDFLAGS)
  443. # identify CUDA host compiler
  444. ifdef LLAMA_CUBLAS
  445. GF_CC := $(NVCC) $(NVCCFLAGS) 2>/dev/null .c -Xcompiler
  446. include scripts/get-flags.mk
  447. CUDA_CXXFLAGS := $(GF_CXXFLAGS)
  448. endif
  449. #
  450. # Print build information
  451. #
  452. $(info I llama.cpp build info: )
  453. $(info I UNAME_S: $(UNAME_S))
  454. $(info I UNAME_P: $(UNAME_P))
  455. $(info I UNAME_M: $(UNAME_M))
  456. $(info I CFLAGS: $(CFLAGS))
  457. $(info I CXXFLAGS: $(CXXFLAGS))
  458. $(info I NVCCFLAGS: $(NVCCFLAGS))
  459. $(info I LDFLAGS: $(LDFLAGS))
  460. $(info I CC: $(shell $(CC) --version | head -n 1))
  461. $(info I CXX: $(shell $(CXX) --version | head -n 1))
  462. $(info )
  463. #
  464. # Build library
  465. #
  466. ggml.o: ggml.c ggml.h ggml-cuda.h
  467. $(CC) $(CFLAGS) -c $< -o $@
  468. ggml-alloc.o: ggml-alloc.c ggml.h ggml-alloc.h
  469. $(CC) $(CFLAGS) -c $< -o $@
  470. ggml-backend.o: ggml-backend.c ggml.h ggml-backend.h
  471. $(CC) $(CFLAGS) -c $< -o $@
  472. ggml-quants.o: ggml-quants.c ggml.h ggml-quants.h
  473. $(CC) $(CFLAGS) -c $< -o $@
  474. OBJS += ggml-alloc.o ggml-backend.o ggml-quants.o
  475. llama.o: llama.cpp ggml.h ggml-alloc.h ggml-backend.h ggml-cuda.h ggml-metal.h llama.h
  476. $(CXX) $(CXXFLAGS) -c $< -o $@
  477. COMMON_H_DEPS = common/common.h common/sampling.h common/log.h
  478. COMMON_DEPS = common.o sampling.o grammar-parser.o build-info.o
  479. common.o: common/common.cpp $(COMMON_H_DEPS)
  480. $(CXX) $(CXXFLAGS) -c $< -o $@
  481. sampling.o: common/sampling.cpp $(COMMON_H_DEPS)
  482. $(CXX) $(CXXFLAGS) -c $< -o $@
  483. console.o: common/console.cpp common/console.h
  484. $(CXX) $(CXXFLAGS) -c $< -o $@
  485. grammar-parser.o: common/grammar-parser.cpp common/grammar-parser.h
  486. $(CXX) $(CXXFLAGS) -c $< -o $@
  487. train.o: common/train.cpp common/train.h
  488. $(CXX) $(CXXFLAGS) -c $< -o $@
  489. libllama.so: llama.o ggml.o $(OBJS)
  490. $(CXX) $(CXXFLAGS) -shared -fPIC -o $@ $^ $(LDFLAGS)
  491. clean:
  492. rm -vrf *.o tests/*.o *.so *.dll benchmark-matmult common/build-info.cpp *.dot $(COV_TARGETS) $(BUILD_TARGETS) $(TEST_TARGETS)
  493. #
  494. # Examples
  495. #
  496. main: examples/main/main.cpp ggml.o llama.o $(COMMON_DEPS) console.o grammar-parser.o $(OBJS)
  497. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  498. @echo
  499. @echo '==== Run ./main -h for help. ===='
  500. @echo
  501. infill: examples/infill/infill.cpp ggml.o llama.o $(COMMON_DEPS) console.o grammar-parser.o $(OBJS)
  502. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  503. simple: examples/simple/simple.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
  504. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  505. tokenize: examples/tokenize/tokenize.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
  506. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  507. batched: examples/batched/batched.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
  508. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  509. batched-bench: examples/batched-bench/batched-bench.cpp build-info.o ggml.o llama.o common.o $(OBJS)
  510. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  511. quantize: examples/quantize/quantize.cpp build-info.o ggml.o llama.o $(OBJS)
  512. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  513. quantize-stats: examples/quantize-stats/quantize-stats.cpp build-info.o ggml.o llama.o $(OBJS)
  514. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  515. perplexity: examples/perplexity/perplexity.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
  516. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  517. embedding: examples/embedding/embedding.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
  518. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  519. save-load-state: examples/save-load-state/save-load-state.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
  520. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  521. 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 examples/llava/clip.cpp examples/llava/clip.h common/stb_image.h ggml.o llama.o $(COMMON_DEPS) grammar-parser.o $(OBJS)
  522. $(CXX) $(CXXFLAGS) -Iexamples/server $(filter-out %.h,$(filter-out %.hpp,$^)) -o $@ $(LDFLAGS) $(LWINSOCK2) -Wno-cast-qual
  523. gguf: examples/gguf/gguf.cpp ggml.o $(OBJS)
  524. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  525. train-text-from-scratch: examples/train-text-from-scratch/train-text-from-scratch.cpp ggml.o llama.o $(COMMON_DEPS) train.o $(OBJS)
  526. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  527. convert-llama2c-to-ggml: examples/convert-llama2c-to-ggml/convert-llama2c-to-ggml.cpp ggml.o llama.o $(OBJS)
  528. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  529. llama-bench: examples/llama-bench/llama-bench.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
  530. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  531. libllava.a: examples/llava/llava.cpp examples/llava/llava.h examples/llava/clip.cpp examples/llava/clip.h common/stb_image.h common/base64.hpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
  532. $(CXX) $(CXXFLAGS) -static -fPIC -c $< -o $@ -Wno-cast-qual
  533. llava-cli: examples/llava/llava-cli.cpp examples/llava/clip.h examples/llava/clip.cpp examples/llava/llava.h examples/llava/llava.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
  534. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS) -Wno-cast-qual
  535. baby-llama: examples/baby-llama/baby-llama.cpp ggml.o llama.o $(COMMON_DEPS) train.o $(OBJS)
  536. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  537. beam-search: examples/beam-search/beam-search.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
  538. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  539. finetune: examples/finetune/finetune.cpp ggml.o llama.o $(COMMON_DEPS) train.o $(OBJS)
  540. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  541. export-lora: examples/export-lora/export-lora.cpp ggml.o common/common.h $(OBJS)
  542. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  543. speculative: examples/speculative/speculative.cpp ggml.o llama.o $(COMMON_DEPS) grammar-parser.o $(OBJS)
  544. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  545. parallel: examples/parallel/parallel.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
  546. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  547. lookahead: examples/lookahead/lookahead.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
  548. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  549. lookup: examples/lookup/lookup.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
  550. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  551. ifdef LLAMA_METAL
  552. metal: examples/metal/metal.cpp ggml.o $(OBJS)
  553. $(CXX) $(CXXFLAGS) $^ -o $@ $(LDFLAGS)
  554. endif
  555. ifeq ($(UNAME_S),Darwin)
  556. swift: examples/batched.swift
  557. (cd examples/batched.swift; make build)
  558. endif
  559. common/build-info.cpp: $(wildcard .git/index) scripts/build-info.sh
  560. @sh scripts/build-info.sh $(CC) > $@.tmp
  561. @if ! cmp -s $@.tmp $@; then \
  562. mv $@.tmp $@; \
  563. else \
  564. rm $@.tmp; \
  565. fi
  566. build-info.o: common/build-info.cpp
  567. $(CXX) $(CXXFLAGS) -c $(filter-out %.h,$^) -o $@
  568. #
  569. # Tests
  570. #
  571. tests: $(TEST_TARGETS)
  572. benchmark-matmult: examples/benchmark/benchmark-matmult.cpp build-info.o ggml.o $(OBJS)
  573. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  574. run-benchmark-matmult: benchmark-matmult
  575. ./$@
  576. .PHONY: run-benchmark-matmult swift
  577. vdot: pocs/vdot/vdot.cpp ggml.o $(OBJS)
  578. $(CXX) $(CXXFLAGS) $^ -o $@ $(LDFLAGS)
  579. q8dot: pocs/vdot/q8dot.cpp ggml.o $(OBJS)
  580. $(CXX) $(CXXFLAGS) $^ -o $@ $(LDFLAGS)
  581. tests/test-llama-grammar: tests/test-llama-grammar.cpp ggml.o grammar-parser.o $(OBJS)
  582. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  583. tests/test-grammar-parser: tests/test-grammar-parser.cpp ggml.o llama.o grammar-parser.o $(OBJS)
  584. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  585. tests/test-double-float: tests/test-double-float.cpp ggml.o $(OBJS)
  586. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  587. tests/test-grad0: tests/test-grad0.cpp ggml.o $(OBJS)
  588. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  589. tests/test-opt: tests/test-opt.cpp ggml.o $(OBJS)
  590. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  591. tests/test-quantize-fns: tests/test-quantize-fns.cpp ggml.o $(OBJS)
  592. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  593. tests/test-quantize-perf: tests/test-quantize-perf.cpp ggml.o $(OBJS)
  594. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  595. tests/test-sampling: tests/test-sampling.cpp ggml.o llama.o $(OBJS)
  596. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  597. tests/test-tokenizer-0-falcon: tests/test-tokenizer-0-falcon.cpp ggml.o llama.o $(COMMON_DEPS) console.o $(OBJS)
  598. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  599. tests/test-tokenizer-0-llama: tests/test-tokenizer-0-llama.cpp ggml.o llama.o $(COMMON_DEPS) console.o $(OBJS)
  600. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  601. tests/test-tokenizer-1-bpe: tests/test-tokenizer-1-bpe.cpp ggml.o llama.o $(COMMON_DEPS) console.o $(OBJS)
  602. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  603. tests/test-tokenizer-1-llama: tests/test-tokenizer-1-llama.cpp ggml.o llama.o $(COMMON_DEPS) console.o $(OBJS)
  604. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  605. tests/test-rope: tests/test-rope.cpp ggml.o $(OBJS)
  606. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  607. tests/test-c.o: tests/test-c.c llama.h
  608. $(CC) $(CFLAGS) -c $(filter-out %.h,$^) -o $@
  609. tests/test-backend-ops: tests/test-backend-ops.cpp ggml.o $(OBJS)
  610. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)