# Define the default target now so that it is always the first target BUILD_TARGETS = main quantize quantize-stats perplexity embedding vdot ifdef LLAMA_BUILD_SERVER BUILD_TARGETS += server endif default: $(BUILD_TARGETS) ifndef UNAME_S UNAME_S := $(shell uname -s) endif ifndef UNAME_P UNAME_P := $(shell uname -p) endif ifndef UNAME_M UNAME_M := $(shell uname -m) endif CCV := $(shell $(CC) --version | head -n 1) CXXV := $(shell $(CXX) --version | head -n 1) # Mac OS + Arm can report x86_64 # ref: https://github.com/ggerganov/whisper.cpp/issues/66#issuecomment-1282546789 ifeq ($(UNAME_S),Darwin) ifneq ($(UNAME_P),arm) SYSCTL_M := $(shell sysctl -n hw.optional.arm64 2>/dev/null) ifeq ($(SYSCTL_M),1) # UNAME_P := arm # UNAME_M := arm64 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) endif endif endif # # Compile flags # # keep standard at C11 and C++11 # -Ofast tends to produce faster code, but may not be available for some compilers. #OPT = -Ofast OPT = -O3 CFLAGS = -I. $(OPT) -std=c11 -fPIC CXXFLAGS = -I. -I./examples $(OPT) -std=c++11 -fPIC LDFLAGS = ifdef LLAMA_DEBUG CFLAGS += -O0 -g CXXFLAGS += -O0 -g LDFLAGS += -g else CFLAGS += -DNDEBUG CXXFLAGS += -DNDEBUG endif # warnings CFLAGS += -Wall -Wextra -Wpedantic -Wcast-qual -Wdouble-promotion -Wshadow -Wstrict-prototypes -Wpointer-arith CXXFLAGS += -Wall -Wextra -Wpedantic -Wcast-qual -Wno-unused-function -Wno-multichar # OS specific # TODO: support Windows ifeq ($(UNAME_S),Linux) CFLAGS += -pthread CXXFLAGS += -pthread endif ifeq ($(UNAME_S),Darwin) CFLAGS += -pthread CXXFLAGS += -pthread endif ifeq ($(UNAME_S),FreeBSD) CFLAGS += -pthread CXXFLAGS += -pthread endif ifeq ($(UNAME_S),NetBSD) CFLAGS += -pthread CXXFLAGS += -pthread endif ifeq ($(UNAME_S),OpenBSD) CFLAGS += -pthread CXXFLAGS += -pthread endif ifeq ($(UNAME_S),Haiku) CFLAGS += -pthread CXXFLAGS += -pthread endif ifdef LLAMA_GPROF CFLAGS += -pg CXXFLAGS += -pg endif ifdef LLAMA_PERF CFLAGS += -DGGML_PERF CXXFLAGS += -DGGML_PERF endif # Architecture specific # TODO: probably these flags need to be tweaked on some architectures # feel free to update the Makefile for your architecture and send a pull request or issue ifeq ($(UNAME_M),$(filter $(UNAME_M),x86_64 i686)) # Use all CPU extensions that are available: CFLAGS += -march=native -mtune=native CXXFLAGS += -march=native -mtune=native # Usage AVX-only #CFLAGS += -mfma -mf16c -mavx #CXXFLAGS += -mfma -mf16c -mavx # Usage SSSE3-only (Not is SSE3!) #CFLAGS += -mssse3 #CXXFLAGS += -mssse3 endif ifneq ($(filter ppc64%,$(UNAME_M)),) POWER9_M := $(shell grep "POWER9" /proc/cpuinfo) ifneq (,$(findstring POWER9,$(POWER9_M))) CFLAGS += -mcpu=power9 CXXFLAGS += -mcpu=power9 endif # Require c++23's std::byteswap for big-endian support. ifeq ($(UNAME_M),ppc64) CXXFLAGS += -std=c++23 -DGGML_BIG_ENDIAN endif endif ifndef LLAMA_NO_K_QUANTS CFLAGS += -DGGML_USE_K_QUANTS OBJS += k_quants.o endif ifndef LLAMA_NO_ACCELERATE # Mac M1 - include Accelerate framework. # `-framework Accelerate` works on Mac Intel as well, with negliable performance boost (as of the predict time). ifeq ($(UNAME_S),Darwin) CFLAGS += -DGGML_USE_ACCELERATE LDFLAGS += -framework Accelerate endif endif # LLAMA_NO_ACCELERATE ifdef LLAMA_OPENBLAS CFLAGS += -DGGML_USE_OPENBLAS -I/usr/local/include/openblas -I/usr/include/openblas ifneq ($(shell grep -e "Arch Linux" -e "ID_LIKE=arch" /etc/os-release 2>/dev/null),) LDFLAGS += -lopenblas -lcblas else LDFLAGS += -lopenblas endif endif # LLAMA_OPENBLAS ifdef LLAMA_BLIS CFLAGS += -DGGML_USE_OPENBLAS -I/usr/local/include/blis -I/usr/include/blis LDFLAGS += -lblis -L/usr/local/lib endif # LLAMA_BLIS ifdef LLAMA_CUBLAS CFLAGS += -DGGML_USE_CUBLAS -I/usr/local/cuda/include -I/opt/cuda/include -I$(CUDA_PATH)/targets/x86_64-linux/include CXXFLAGS += -DGGML_USE_CUBLAS -I/usr/local/cuda/include -I/opt/cuda/include -I$(CUDA_PATH)/targets/x86_64-linux/include LDFLAGS += -lcublas -lculibos -lcudart -lcublasLt -lpthread -ldl -lrt -L/usr/local/cuda/lib64 -L/opt/cuda/lib64 -L$(CUDA_PATH)/targets/x86_64-linux/lib OBJS += ggml-cuda.o NVCC = nvcc NVCCFLAGS = --forward-unknown-to-host-compiler -arch=native ifdef LLAMA_CUDA_DMMV_X NVCCFLAGS += -DGGML_CUDA_DMMV_X=$(LLAMA_CUDA_DMMV_X) else NVCCFLAGS += -DGGML_CUDA_DMMV_X=32 endif # LLAMA_CUDA_DMMV_X ifdef LLAMA_CUDA_DMMV_Y NVCCFLAGS += -DGGML_CUDA_DMMV_Y=$(LLAMA_CUDA_DMMV_Y) else NVCCFLAGS += -DGGML_CUDA_DMMV_Y=1 endif # LLAMA_CUDA_DMMV_Y ggml-cuda.o: ggml-cuda.cu ggml-cuda.h $(NVCC) $(NVCCFLAGS) $(CXXFLAGS) -Wno-pedantic -c $< -o $@ endif # LLAMA_CUBLAS ifdef LLAMA_CLBLAST CFLAGS += -DGGML_USE_CLBLAST CXXFLAGS += -DGGML_USE_CLBLAST # Mac provides OpenCL as a framework ifeq ($(UNAME_S),Darwin) LDFLAGS += -lclblast -framework OpenCL else LDFLAGS += -lclblast -lOpenCL endif OBJS += ggml-opencl.o ggml-opencl.o: ggml-opencl.cpp ggml-opencl.h $(CXX) $(CXXFLAGS) -c $< -o $@ endif # LLAMA_CLBLAST ifdef LLAMA_METAL CFLAGS += -DGGML_USE_METAL -DGGML_METAL_NDEBUG CXXFLAGS += -DGGML_USE_METAL LDFLAGS += -framework Foundation -framework Metal -framework MetalKit -framework MetalPerformanceShaders OBJS += ggml-metal.o ggml-metal.o: ggml-metal.m ggml-metal.h $(CC) $(CFLAGS) -c $< -o $@ endif # LLAMA_METAL ifneq ($(filter aarch64%,$(UNAME_M)),) # Apple M1, M2, etc. # Raspberry Pi 3, 4, Zero 2 (64-bit) CFLAGS += -mcpu=native CXXFLAGS += -mcpu=native endif ifneq ($(filter armv6%,$(UNAME_M)),) # Raspberry Pi 1, Zero CFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access endif ifneq ($(filter armv7%,$(UNAME_M)),) # Raspberry Pi 2 CFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access -funsafe-math-optimizations endif ifneq ($(filter armv8%,$(UNAME_M)),) # Raspberry Pi 3, 4, Zero 2 (32-bit) CFLAGS += -mfp16-format=ieee -mno-unaligned-access endif ifdef LLAMA_NO_K_QUANTS k_quants.o: k_quants.c k_quants.h $(CC) $(CFLAGS) -c $< -o $@ endif # LLAMA_NO_K_QUANTS # # Print build information # $(info I llama.cpp build info: ) $(info I UNAME_S: $(UNAME_S)) $(info I UNAME_P: $(UNAME_P)) $(info I UNAME_M: $(UNAME_M)) $(info I CFLAGS: $(CFLAGS)) $(info I CXXFLAGS: $(CXXFLAGS)) $(info I LDFLAGS: $(LDFLAGS)) $(info I CC: $(CCV)) $(info I CXX: $(CXXV)) $(info ) # # Build library # ggml.o: ggml.c ggml.h ggml-cuda.h $(CC) $(CFLAGS) -c $< -o $@ llama.o: llama.cpp ggml.h ggml-cuda.h llama.h llama-util.h $(CXX) $(CXXFLAGS) -c $< -o $@ common.o: examples/common.cpp examples/common.h $(CXX) $(CXXFLAGS) -c $< -o $@ libllama.so: llama.o ggml.o $(OBJS) $(CXX) $(CXXFLAGS) -shared -fPIC -o $@ $^ $(LDFLAGS) clean: rm -vf *.o main quantize quantize-stats perplexity embedding benchmark-matmult save-load-state server vdot build-info.h # # Examples # main: examples/main/main.cpp build-info.h ggml.o llama.o common.o $(OBJS) $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS) @echo @echo '==== Run ./main -h for help. ====' @echo quantize: examples/quantize/quantize.cpp build-info.h ggml.o llama.o $(OBJS) $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS) quantize-stats: examples/quantize-stats/quantize-stats.cpp build-info.h ggml.o llama.o $(OBJS) $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS) perplexity: examples/perplexity/perplexity.cpp build-info.h ggml.o llama.o common.o $(OBJS) $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS) embedding: examples/embedding/embedding.cpp build-info.h ggml.o llama.o common.o $(OBJS) $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS) save-load-state: examples/save-load-state/save-load-state.cpp build-info.h ggml.o llama.o common.o $(OBJS) $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS) server: examples/server/server.cpp examples/server/httplib.h examples/server/json.hpp build-info.h ggml.o llama.o common.o $(OBJS) $(CXX) $(CXXFLAGS) -Iexamples/server $(filter-out %.h,$(filter-out %.hpp,$^)) -o $@ $(LDFLAGS) build-info.h: $(wildcard .git/index) scripts/build-info.sh @sh scripts/build-info.sh > $@.tmp @if ! cmp -s $@.tmp $@; then \ mv $@.tmp $@; \ else \ rm $@.tmp; \ fi # # Tests # benchmark-matmult: examples/benchmark/benchmark-matmult.cpp build-info.h ggml.o $(OBJS) $(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS) ./$@ vdot: pocs/vdot/vdot.cpp ggml.o $(OBJS) $(CXX) $(CXXFLAGS) $^ -o $@ $(LDFLAGS) .PHONY: tests clean tests: bash ./tests/run-tests.sh