Makefile 18 KB

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  1. # Define the default target now so that it is always the first target
  2. BUILD_TARGETS = main quantize quantize-stats perplexity embedding vdot train-text-from-scratch convert-llama2c-to-ggml simple save-load-state server embd-input-test gguf llama-bench baby-llama beam-search speculative 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
  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 := $(shell uname -m)
  15. endif
  16. # Mac OS + Arm can report x86_64
  17. # ref: https://github.com/ggerganov/whisper.cpp/issues/66#issuecomment-1282546789
  18. ifeq ($(UNAME_S),Darwin)
  19. ifndef LLAMA_NO_METAL
  20. LLAMA_METAL := 1
  21. endif
  22. ifneq ($(UNAME_P),arm)
  23. SYSCTL_M := $(shell sysctl -n hw.optional.arm64 2>/dev/null)
  24. ifeq ($(SYSCTL_M),1)
  25. # UNAME_P := arm
  26. # UNAME_M := arm64
  27. warn := $(warning Your arch is announced as x86_64, but it seems to actually be ARM64. Not fixing that can lead to bad performance. For more info see: https://github.com/ggerganov/whisper.cpp/issues/66\#issuecomment-1282546789)
  28. endif
  29. endif
  30. endif
  31. ifneq '' '$(or $(filter clean,$(MAKECMDGOALS)),$(LLAMA_METAL))'
  32. BUILD_TARGETS += metal
  33. endif
  34. default: $(BUILD_TARGETS)
  35. test: $(TEST_TARGETS)
  36. @failures=0; \
  37. for test_target in $(TEST_TARGETS); do \
  38. if [ "$$test_target" = "tests/test-tokenizer-0-llama" ]; then \
  39. ./$$test_target $(CURDIR)/models/ggml-vocab-llama.gguf; \
  40. elif [ "$$test_target" = "tests/test-tokenizer-0-falcon" ]; then \
  41. continue; \
  42. elif [ "$$test_target" = "tests/test-tokenizer-1" ]; then \
  43. continue; \
  44. else \
  45. echo "Running test $$test_target..."; \
  46. ./$$test_target; \
  47. fi; \
  48. if [ $$? -ne 0 ]; then \
  49. printf 'Test $$test_target FAILED!\n\n' $$test_target; \
  50. failures=$$(( failures + 1 )); \
  51. else \
  52. printf 'Test %s passed.\n\n' $$test_target; \
  53. fi; \
  54. done; \
  55. if [ $$failures -gt 0 ]; then \
  56. printf '\n%s tests failed.\n' $$failures; \
  57. exit 1; \
  58. fi
  59. @echo 'All tests passed.'
  60. all: $(BUILD_TARGETS) $(TEST_TARGETS)
  61. coverage: ## Run code coverage
  62. gcov -pb tests/*.cpp
  63. lcov-report: coverage ## Generate lcov report
  64. mkdir -p lcov-report
  65. lcov --capture --directory . --output-file lcov-report/coverage.info
  66. genhtml lcov-report/coverage.info --output-directory lcov-report
  67. gcovr-report: coverage ## Generate gcovr report
  68. mkdir -p gcovr-report
  69. gcovr --root . --html --html-details --output gcovr-report/coverage.html
  70. ifdef RISCV_CROSS_COMPILE
  71. CC := riscv64-unknown-linux-gnu-gcc
  72. CXX := riscv64-unknown-linux-gnu-g++
  73. endif
  74. CCV := $(shell $(CC) --version | head -n 1)
  75. CXXV := $(shell $(CXX) --version | head -n 1)
  76. #
  77. # Compile flags
  78. #
  79. # keep standard at C11 and C++11
  80. # -Ofast tends to produce faster code, but may not be available for some compilers.
  81. ifdef LLAMA_FAST
  82. OPT = -Ofast
  83. else
  84. OPT = -O3
  85. endif
  86. MK_CPPFLAGS = -I. -Icommon
  87. MK_CFLAGS = $(OPT) -std=c11 -fPIC
  88. MK_CXXFLAGS = $(OPT) -std=c++11 -fPIC
  89. MK_LDFLAGS =
  90. ifdef LLAMA_DEBUG
  91. MK_CFLAGS += -O0 -g
  92. MK_CXXFLAGS += -O0 -g
  93. MK_LDFLAGS += -g
  94. else
  95. MK_CPPFLAGS += -DNDEBUG
  96. endif
  97. ifdef LLAMA_SERVER_VERBOSE
  98. MK_CPPFLAGS += -DSERVER_VERBOSE=$(LLAMA_SERVER_VERBOSE)
  99. endif
  100. ifdef LLAMA_CODE_COVERAGE
  101. MK_CXXFLAGS += -fprofile-arcs -ftest-coverage -dumpbase ''
  102. endif
  103. ifdef LLAMA_DISABLE_LOGS
  104. MK_CPPFLAGS += -DLOG_DISABLE_LOGS
  105. endif # LLAMA_DISABLE_LOGS
  106. # warnings
  107. MK_CFLAGS += -Wall -Wextra -Wpedantic -Wcast-qual -Wdouble-promotion -Wshadow -Wstrict-prototypes -Wpointer-arith \
  108. -Wmissing-prototypes -Werror=implicit-int -Wno-unused-function
  109. MK_CXXFLAGS += -Wall -Wextra -Wpedantic -Wcast-qual -Wno-unused-function -Wno-multichar
  110. ifeq '' '$(findstring clang++,$(CXX))'
  111. # g++ only
  112. MK_CXXFLAGS += -Wno-format-truncation
  113. endif
  114. # OS specific
  115. # TODO: support Windows
  116. ifneq '' '$(filter $(UNAME_S),Linux Darwin FreeBSD NetBSD OpenBSD Haiku)'
  117. MK_CFLAGS += -pthread
  118. MK_CXXFLAGS += -pthread
  119. endif
  120. # detect Windows
  121. ifneq ($(findstring _NT,$(UNAME_S)),)
  122. _WIN32 := 1
  123. endif
  124. # library name prefix
  125. ifneq ($(_WIN32),1)
  126. LIB_PRE := lib
  127. endif
  128. # Dynamic Shared Object extension
  129. ifneq ($(_WIN32),1)
  130. DSO_EXT := .so
  131. else
  132. DSO_EXT := .dll
  133. endif
  134. # Windows Sockets 2 (Winsock) for network-capable apps
  135. ifeq ($(_WIN32),1)
  136. LWINSOCK2 := -lws2_32
  137. endif
  138. ifdef LLAMA_GPROF
  139. MK_CFLAGS += -pg
  140. MK_CXXFLAGS += -pg
  141. endif
  142. ifdef LLAMA_PERF
  143. MK_CPPFLAGS += -DGGML_PERF
  144. endif
  145. # Architecture specific
  146. # TODO: probably these flags need to be tweaked on some architectures
  147. # feel free to update the Makefile for your architecture and send a pull request or issue
  148. ifndef RISCV
  149. ifeq ($(UNAME_M),$(filter $(UNAME_M),x86_64 i686 amd64))
  150. # Use all CPU extensions that are available:
  151. MK_CFLAGS += -march=native -mtune=native
  152. MK_CXXFLAGS += -march=native -mtune=native
  153. # Usage AVX-only
  154. #MK_CFLAGS += -mfma -mf16c -mavx
  155. #MK_CXXFLAGS += -mfma -mf16c -mavx
  156. # Usage SSSE3-only (Not is SSE3!)
  157. #MK_CFLAGS += -mssse3
  158. #MK_CXXFLAGS += -mssse3
  159. endif
  160. # The stack is only 16-byte aligned on Windows, so don't let gcc emit aligned moves.
  161. # https://gcc.gnu.org/bugzilla/show_bug.cgi?id=54412
  162. # https://github.com/ggerganov/llama.cpp/issues/2922
  163. ifneq '' '$(findstring mingw,$(shell $(CC) -dumpmachine))'
  164. MK_CFLAGS += -Xassembler -muse-unaligned-vector-move
  165. MK_CXXFLAGS += -Xassembler -muse-unaligned-vector-move
  166. endif
  167. ifneq ($(filter aarch64%,$(UNAME_M)),)
  168. # Apple M1, M2, etc.
  169. # Raspberry Pi 3, 4, Zero 2 (64-bit)
  170. MK_CFLAGS += -mcpu=native
  171. MK_CXXFLAGS += -mcpu=native
  172. endif
  173. ifneq ($(filter armv6%,$(UNAME_M)),)
  174. # Raspberry Pi 1, Zero
  175. MK_CFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access
  176. MK_CXXFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access
  177. endif
  178. ifneq ($(filter armv7%,$(UNAME_M)),)
  179. # Raspberry Pi 2
  180. MK_CFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access -funsafe-math-optimizations
  181. MK_CXXFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access -funsafe-math-optimizations
  182. endif
  183. ifneq ($(filter armv8%,$(UNAME_M)),)
  184. # Raspberry Pi 3, 4, Zero 2 (32-bit)
  185. MK_CFLAGS += -mfp16-format=ieee -mno-unaligned-access
  186. MK_CXXFLAGS += -mfp16-format=ieee -mno-unaligned-access
  187. endif
  188. ifneq ($(filter ppc64%,$(UNAME_M)),)
  189. POWER9_M := $(shell grep "POWER9" /proc/cpuinfo)
  190. ifneq (,$(findstring POWER9,$(POWER9_M)))
  191. MK_CFLAGS += -mcpu=power9
  192. MK_CXXFLAGS += -mcpu=power9
  193. endif
  194. endif
  195. else
  196. MK_CFLAGS += -march=rv64gcv -mabi=lp64d
  197. MK_CXXFLAGS += -march=rv64gcv -mabi=lp64d
  198. endif
  199. ifndef LLAMA_NO_K_QUANTS
  200. MK_CPPFLAGS += -DGGML_USE_K_QUANTS
  201. OBJS += k_quants.o
  202. ifdef LLAMA_QKK_64
  203. MK_CPPFLAGS += -DGGML_QKK_64
  204. endif
  205. endif
  206. ifndef LLAMA_NO_ACCELERATE
  207. # Mac OS - include Accelerate framework.
  208. # `-framework Accelerate` works both with Apple Silicon and Mac Intel
  209. ifeq ($(UNAME_S),Darwin)
  210. MK_CPPFLAGS += -DGGML_USE_ACCELERATE
  211. MK_LDFLAGS += -framework Accelerate
  212. endif
  213. endif # LLAMA_NO_ACCELERATE
  214. ifdef LLAMA_MPI
  215. MK_CPPFLAGS += -DGGML_USE_MPI
  216. MK_CFLAGS += -Wno-cast-qual
  217. MK_CXXFLAGS += -Wno-cast-qual
  218. OBJS += ggml-mpi.o
  219. endif # LLAMA_MPI
  220. ifdef LLAMA_OPENBLAS
  221. MK_CPPFLAGS += -DGGML_USE_OPENBLAS $(shell pkg-config --cflags-only-I openblas)
  222. MK_CFLAGS += $(shell pkg-config --cflags-only-other openblas)
  223. MK_LDFLAGS += $(shell pkg-config --libs openblas)
  224. endif # LLAMA_OPENBLAS
  225. ifdef LLAMA_BLIS
  226. MK_CPPFLAGS += -DGGML_USE_OPENBLAS -I/usr/local/include/blis -I/usr/include/blis
  227. MK_LDFLAGS += -lblis -L/usr/local/lib
  228. endif # LLAMA_BLIS
  229. ifdef LLAMA_CUBLAS
  230. MK_CPPFLAGS += -DGGML_USE_CUBLAS -I/usr/local/cuda/include -I/opt/cuda/include -I$(CUDA_PATH)/targets/x86_64-linux/include
  231. 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
  232. OBJS += ggml-cuda.o
  233. NVCCFLAGS = --forward-unknown-to-host-compiler -use_fast_math
  234. ifdef LLAMA_CUDA_NVCC
  235. NVCC = $(LLAMA_CUDA_NVCC)
  236. else
  237. NVCC = nvcc
  238. endif #LLAMA_CUDA_NVCC
  239. ifdef CUDA_DOCKER_ARCH
  240. NVCCFLAGS += -Wno-deprecated-gpu-targets -arch=$(CUDA_DOCKER_ARCH)
  241. else
  242. NVCCFLAGS += -arch=native
  243. endif # CUDA_DOCKER_ARCH
  244. ifdef LLAMA_CUDA_FORCE_DMMV
  245. NVCCFLAGS += -DGGML_CUDA_FORCE_DMMV
  246. endif # LLAMA_CUDA_FORCE_DMMV
  247. ifdef LLAMA_CUDA_DMMV_X
  248. NVCCFLAGS += -DGGML_CUDA_DMMV_X=$(LLAMA_CUDA_DMMV_X)
  249. else
  250. NVCCFLAGS += -DGGML_CUDA_DMMV_X=32
  251. endif # LLAMA_CUDA_DMMV_X
  252. ifdef LLAMA_CUDA_MMV_Y
  253. NVCCFLAGS += -DGGML_CUDA_MMV_Y=$(LLAMA_CUDA_MMV_Y)
  254. else ifdef LLAMA_CUDA_DMMV_Y
  255. NVCCFLAGS += -DGGML_CUDA_MMV_Y=$(LLAMA_CUDA_DMMV_Y) # for backwards compatibility
  256. else
  257. NVCCFLAGS += -DGGML_CUDA_MMV_Y=1
  258. endif # LLAMA_CUDA_MMV_Y
  259. ifdef LLAMA_CUDA_F16
  260. NVCCFLAGS += -DGGML_CUDA_F16
  261. endif # LLAMA_CUDA_F16
  262. ifdef LLAMA_CUDA_DMMV_F16
  263. NVCCFLAGS += -DGGML_CUDA_F16
  264. endif # LLAMA_CUDA_DMMV_F16
  265. ifdef LLAMA_CUDA_KQUANTS_ITER
  266. NVCCFLAGS += -DK_QUANTS_PER_ITERATION=$(LLAMA_CUDA_KQUANTS_ITER)
  267. else
  268. NVCCFLAGS += -DK_QUANTS_PER_ITERATION=2
  269. endif
  270. #ifdef LLAMA_CUDA_CUBLAS
  271. # NVCCFLAGS += -DGGML_CUDA_CUBLAS
  272. #endif # LLAMA_CUDA_CUBLAS
  273. ifdef LLAMA_CUDA_CCBIN
  274. NVCCFLAGS += -ccbin $(LLAMA_CUDA_CCBIN)
  275. endif
  276. ggml-cuda.o: ggml-cuda.cu ggml-cuda.h
  277. $(NVCC) $(NVCCFLAGS) $(subst -Ofast,-O3,$(CXXFLAGS)) -Wno-pedantic -c $< -o $@
  278. endif # LLAMA_CUBLAS
  279. ifdef LLAMA_CLBLAST
  280. MK_CPPFLAGS += -DGGML_USE_CLBLAST $(shell pkg-config --cflags-only-I clblast OpenCL)
  281. MK_CFLAGS += $(shell pkg-config --cflags-only-other clblast OpenCL)
  282. MK_CXXFLAGS += $(shell pkg-config --cflags-only-other clblast OpenCL)
  283. # Mac provides OpenCL as a framework
  284. ifeq ($(UNAME_S),Darwin)
  285. MK_LDFLAGS += -lclblast -framework OpenCL
  286. else
  287. MK_LDFLAGS += $(shell pkg-config --libs clblast OpenCL)
  288. endif
  289. OBJS += ggml-opencl.o
  290. ggml-opencl.o: ggml-opencl.cpp ggml-opencl.h
  291. $(CXX) $(CXXFLAGS) -c $< -o $@
  292. endif # LLAMA_CLBLAST
  293. ifdef LLAMA_HIPBLAS
  294. ROCM_PATH ?= /opt/rocm
  295. HIPCC ?= $(ROCM_PATH)/bin/hipcc
  296. GPU_TARGETS ?= $(shell $(ROCM_PATH)/llvm/bin/amdgpu-arch)
  297. LLAMA_CUDA_DMMV_X ?= 32
  298. LLAMA_CUDA_MMV_Y ?= 1
  299. LLAMA_CUDA_KQUANTS_ITER ?= 2
  300. MK_CPPFLAGS += -DGGML_USE_HIPBLAS -DGGML_USE_CUBLAS
  301. MK_LDFLAGS += -L$(ROCM_PATH)/lib -Wl,-rpath=$(ROCM_PATH)/lib
  302. MK_LDFLAGS += -lhipblas -lamdhip64 -lrocblas
  303. HIPFLAGS += $(addprefix --offload-arch=,$(GPU_TARGETS))
  304. HIPFLAGS += -DGGML_CUDA_DMMV_X=$(LLAMA_CUDA_DMMV_X)
  305. HIPFLAGS += -DGGML_CUDA_MMV_Y=$(LLAMA_CUDA_MMV_Y)
  306. HIPFLAGS += -DK_QUANTS_PER_ITERATION=$(LLAMA_CUDA_KQUANTS_ITER)
  307. HIPFLAGS += -DCC_TURING=1000000000
  308. ifdef LLAMA_CUDA_FORCE_DMMV
  309. HIPFLAGS += -DGGML_CUDA_FORCE_DMMV
  310. endif # LLAMA_CUDA_FORCE_DMMV
  311. OBJS += ggml-cuda.o
  312. ggml-cuda.o: ggml-cuda.cu ggml-cuda.h
  313. $(HIPCC) $(CXXFLAGS) $(HIPFLAGS) -x hip -c -o $@ $<
  314. endif # LLAMA_HIPBLAS
  315. ifdef LLAMA_METAL
  316. MK_CPPFLAGS += -DGGML_USE_METAL
  317. MK_LDFLAGS += -framework Foundation -framework Metal -framework MetalKit
  318. OBJS += ggml-metal.o
  319. ifdef LLAMA_METAL_NDEBUG
  320. MK_CPPFLAGS += -DGGML_METAL_NDEBUG
  321. endif
  322. endif # LLAMA_METAL
  323. ifdef LLAMA_METAL
  324. ggml-metal.o: ggml-metal.m ggml-metal.h
  325. $(CC) $(CFLAGS) -c $< -o $@
  326. endif # LLAMA_METAL
  327. ifdef LLAMA_MPI
  328. ggml-mpi.o: ggml-mpi.c ggml-mpi.h
  329. $(CC) $(CFLAGS) -c $< -o $@
  330. endif # LLAMA_MPI
  331. ifndef LLAMA_NO_K_QUANTS
  332. k_quants.o: k_quants.c k_quants.h
  333. $(CC) $(CFLAGS) -c $< -o $@
  334. endif # LLAMA_NO_K_QUANTS
  335. # combine build flags with cmdline overrides
  336. override CFLAGS := $(MK_CPPFLAGS) $(CPPFLAGS) $(MK_CFLAGS) $(CFLAGS)
  337. override CXXFLAGS := $(MK_CPPFLAGS) $(CPPFLAGS) $(MK_CXXFLAGS) $(CXXFLAGS)
  338. override LDFLAGS := $(MK_LDFLAGS) $(LDFLAGS)
  339. #
  340. # Print build information
  341. #
  342. $(info I llama.cpp build info: )
  343. $(info I UNAME_S: $(UNAME_S))
  344. $(info I UNAME_P: $(UNAME_P))
  345. $(info I UNAME_M: $(UNAME_M))
  346. $(info I CFLAGS: $(CFLAGS))
  347. $(info I CXXFLAGS: $(CXXFLAGS))
  348. $(info I LDFLAGS: $(LDFLAGS))
  349. $(info I CC: $(CCV))
  350. $(info I CXX: $(CXXV))
  351. $(info )
  352. #
  353. # Build library
  354. #
  355. ggml.o: ggml.c ggml.h ggml-cuda.h
  356. $(CC) $(CFLAGS) -c $< -o $@
  357. ggml-alloc.o: ggml-alloc.c ggml.h ggml-alloc.h
  358. $(CC) $(CFLAGS) -c $< -o $@
  359. OBJS += ggml-alloc.o
  360. llama.o: llama.cpp ggml.h ggml-alloc.h ggml-cuda.h ggml-metal.h llama.h
  361. $(CXX) $(CXXFLAGS) -c $< -o $@
  362. common.o: common/common.cpp common/common.h build-info.h common/log.h
  363. $(CXX) $(CXXFLAGS) -c $< -o $@
  364. console.o: common/console.cpp common/console.h
  365. $(CXX) $(CXXFLAGS) -c $< -o $@
  366. grammar-parser.o: common/grammar-parser.cpp common/grammar-parser.h
  367. $(CXX) $(CXXFLAGS) -c $< -o $@
  368. libllama.so: llama.o ggml.o $(OBJS)
  369. $(CXX) $(CXXFLAGS) -shared -fPIC -o $@ $^ $(LDFLAGS)
  370. clean:
  371. rm -vrf *.o tests/*.o *.so *.dll benchmark-matmult build-info.h *.dot $(COV_TARGETS) $(BUILD_TARGETS) $(TEST_TARGETS)
  372. #
  373. # Examples
  374. #
  375. main: examples/main/main.cpp build-info.h ggml.o llama.o common.o console.o grammar-parser.o $(OBJS)
  376. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  377. @echo
  378. @echo '==== Run ./main -h for help. ===='
  379. @echo
  380. simple: examples/simple/simple.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  381. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  382. quantize: examples/quantize/quantize.cpp build-info.h ggml.o llama.o $(OBJS)
  383. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  384. quantize-stats: examples/quantize-stats/quantize-stats.cpp build-info.h ggml.o llama.o $(OBJS)
  385. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  386. perplexity: examples/perplexity/perplexity.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  387. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  388. embedding: examples/embedding/embedding.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  389. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  390. save-load-state: examples/save-load-state/save-load-state.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  391. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  392. 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)
  393. $(CXX) $(CXXFLAGS) -Iexamples/server $(filter-out %.h,$(filter-out %.hpp,$^)) -o $@ $(LDFLAGS) $(LWINSOCK2)
  394. $(LIB_PRE)embdinput$(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)
  395. $(CXX) --shared $(CXXFLAGS) $(filter-out %.h,$(filter-out %.hpp,$^)) -o $@ $(LDFLAGS)
  396. 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)
  397. $(CXX) $(CXXFLAGS) $(filter-out %$(DSO_EXT),$(filter-out %.h,$(filter-out %.hpp,$^))) -o $@ $(LDFLAGS) -L. -lembdinput
  398. gguf: examples/gguf/gguf.cpp ggml.o llama.o $(OBJS)
  399. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  400. train-text-from-scratch: examples/train-text-from-scratch/train-text-from-scratch.cpp ggml.o llama.o common.o $(OBJS)
  401. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  402. convert-llama2c-to-ggml: examples/convert-llama2c-to-ggml/convert-llama2c-to-ggml.cpp ggml.o llama.o $(OBJS)
  403. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  404. llama-bench: examples/llama-bench/llama-bench.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  405. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  406. baby-llama: examples/baby-llama/baby-llama.cpp ggml.o llama.o common.o $(OBJS)
  407. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  408. beam-search: examples/beam-search/beam-search.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  409. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  410. speculative: examples/speculative/speculative.cpp build-info.h ggml.o llama.o common.o grammar-parser.o $(OBJS)
  411. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  412. ifdef LLAMA_METAL
  413. metal: examples/metal/metal.cpp ggml.o $(OBJS)
  414. $(CXX) $(CXXFLAGS) $^ -o $@ $(LDFLAGS)
  415. endif
  416. build-info.h: $(wildcard .git/index) scripts/build-info.sh
  417. @sh scripts/build-info.sh > $@.tmp
  418. @if ! cmp -s $@.tmp $@; then \
  419. mv $@.tmp $@; \
  420. else \
  421. rm $@.tmp; \
  422. fi
  423. #
  424. # Tests
  425. #
  426. tests: $(TEST_TARGETS)
  427. benchmark-matmult: examples/benchmark/benchmark-matmult.cpp build-info.h ggml.o $(OBJS)
  428. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  429. ./$@
  430. vdot: pocs/vdot/vdot.cpp ggml.o $(OBJS)
  431. $(CXX) $(CXXFLAGS) $^ -o $@ $(LDFLAGS)
  432. tests/test-llama-grammar: tests/test-llama-grammar.cpp build-info.h ggml.o common.o grammar-parser.o $(OBJS)
  433. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  434. tests/test-grammar-parser: tests/test-grammar-parser.cpp build-info.h ggml.o llama.o common.o grammar-parser.o $(OBJS)
  435. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  436. tests/test-double-float: tests/test-double-float.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  437. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  438. tests/test-grad0: tests/test-grad0.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  439. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  440. tests/test-opt: tests/test-opt.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  441. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  442. tests/test-quantize-fns: tests/test-quantize-fns.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  443. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  444. tests/test-quantize-perf: tests/test-quantize-perf.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  445. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  446. tests/test-sampling: tests/test-sampling.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  447. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  448. tests/test-tokenizer-0-falcon: tests/test-tokenizer-0-falcon.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  449. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  450. tests/test-tokenizer-0-llama: tests/test-tokenizer-0-llama.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  451. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  452. tests/test-tokenizer-1: tests/test-tokenizer-1.cpp build-info.h ggml.o llama.o common.o $(OBJS)
  453. $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
  454. tests/test-c.o: tests/test-c.c llama.h
  455. $(CC) $(CFLAGS) -c $(filter-out %.h,$^) -o $@