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 := $(warning Your arch is announced as x86_64, but it seems to actually be ARM64. Not fixing that can lead to bad performance. For more info see: https://github.com/ggerganov/whisper.cpp/issues/66\#issuecomment-1282546789) endif endif endif # # Compile flags # # keep standard at C11 and C++11 CFLAGS = -I. -O3 -DNDEBUG -std=c11 -fPIC CXXFLAGS = -I. -I./examples -O3 -DNDEBUG -std=c++11 -fPIC LDFLAGS = # warnings CFLAGS += -Wall -Wextra -Wpedantic -Wcast-qual -Wdouble-promotion -Wshadow -Wstrict-prototypes -Wpointer-arith -Wno-unused-function CXXFLAGS += -Wall -Wextra -Wpedantic -Wcast-qual -Wno-unused-function # OS specific # TODO: support Windows ifeq ($(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 ($(UNAME_S),Haiku) CFLAGS += -pthread CXXFLAGS += -pthread endif # Architecture specific # TODO: probably these flags need to be tweaked on some architectures # feel free to update the Makefile for your architecture and send a pull request or issue ifeq ($(UNAME_M),$(filter $(UNAME_M),x86_64 i686)) ifeq ($(UNAME_S),Darwin) F16C_M := $(shell sysctl machdep.cpu.features) ifneq (,$(findstring F16C,$(F16C_M))) CFLAGS += -mf16c endif AVX1_M := $(shell sysctl machdep.cpu.features) ifneq (,$(findstring FMA,$(AVX1_M))) CFLAGS += -mfma endif ifneq (,$(findstring AVX1.0,$(AVX1_M))) CFLAGS += -mavx endif AVX2_M := $(shell sysctl machdep.cpu.leaf7_features) ifneq (,$(findstring AVX2,$(AVX2_M))) CFLAGS += -mavx2 endif else ifeq ($(UNAME_S),Linux) AVX1_M := $(shell grep "avx " /proc/cpuinfo) ifneq (,$(findstring avx,$(AVX1_M))) CFLAGS += -mavx endif AVX2_M := $(shell grep "avx2 " /proc/cpuinfo) ifneq (,$(findstring avx2,$(AVX2_M))) CFLAGS += -mavx2 endif FMA_M := $(shell grep "fma " /proc/cpuinfo) ifneq (,$(findstring fma,$(FMA_M))) CFLAGS += -mfma endif F16C_M := $(shell grep "f16c " /proc/cpuinfo) ifneq (,$(findstring f16c,$(F16C_M))) CFLAGS += -mf16c endif SSE3_M := $(shell grep "sse3 " /proc/cpuinfo) ifneq (,$(findstring sse3,$(SSE3_M))) CFLAGS += -msse3 endif AVX512F_M := $(shell grep "avx512f " /proc/cpuinfo) ifneq (,$(findstring avx512f,$(AVX512F_M))) CFLAGS += -mavx512f endif AVX512BW_M := $(shell grep "avx512bw " /proc/cpuinfo) ifneq (,$(findstring avx512bw,$(AVX512BW_M))) CFLAGS += -mavx512bw endif AVX512DQ_M := $(shell grep "avx512dq " /proc/cpuinfo) ifneq (,$(findstring avx512dq,$(AVX512DQ_M))) CFLAGS += -mavx512dq endif AVX512VL_M := $(shell grep "avx512vl " /proc/cpuinfo) ifneq (,$(findstring avx512vl,$(AVX512VL_M))) CFLAGS += -mavx512vl endif AVX512CD_M := $(shell grep "avx512cd " /proc/cpuinfo) ifneq (,$(findstring avx512cd,$(AVX512CD_M))) CFLAGS += -mavx512cd endif AVX512ER_M := $(shell grep "avx512er " /proc/cpuinfo) ifneq (,$(findstring avx512er,$(AVX512ER_M))) CFLAGS += -mavx512er endif AVX512IFMA_M := $(shell grep "avx512ifma " /proc/cpuinfo) ifneq (,$(findstring avx512ifma,$(AVX512IFMA_M))) CFLAGS += -mavx512ifma endif AVX512PF_M := $(shell grep "avx512pf " /proc/cpuinfo) ifneq (,$(findstring avx512pf,$(AVX512PF_M))) CFLAGS += -mavx512pf endif else ifeq ($(UNAME_S),Haiku) AVX1_M := $(shell sysinfo -cpu | grep -w "AVX") ifneq (,$(findstring AVX,$(AVX1_M))) CFLAGS += -mavx endif AVX2_M := $(shell sysinfo -cpu | grep -w "AVX2") ifneq (,$(findstring AVX2,$(AVX2_M))) CFLAGS += -mavx2 endif FMA_M := $(shell sysinfo -cpu | grep -w "FMA") ifneq (,$(findstring FMA,$(FMA_M))) CFLAGS += -mfma endif F16C_M := $(shell sysinfo -cpu | grep -w "F16C") ifneq (,$(findstring F16C,$(F16C_M))) CFLAGS += -mf16c endif else CFLAGS += -mfma -mf16c -mavx -mavx2 endif endif ifneq ($(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_ACCELERATE # Mac M1 - include Accelerate framework. # `-framework Accelerate` works on Mac Intel as well, with negliable performance boost (as of the predict time). ifeq ($(UNAME_S),Darwin) CFLAGS += -DGGML_USE_ACCELERATE LDFLAGS += -framework Accelerate endif endif ifdef LLAMA_OPENBLAS CFLAGS += -DGGML_USE_OPENBLAS -I/usr/local/include/openblas LDFLAGS += -lopenblas endif ifdef LLAMA_GPROF CFLAGS += -pg CXXFLAGS += -pg endif ifneq ($(filter aarch64%,$(UNAME_M)),) CFLAGS += -mcpu=native CXXFLAGS += -mcpu=native endif ifneq ($(filter armv6%,$(UNAME_M)),) # Raspberry Pi 1, 2, 3 CFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access endif ifneq ($(filter armv7%,$(UNAME_M)),) # Raspberry Pi 4 CFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access -funsafe-math-optimizations endif ifneq ($(filter armv8%,$(UNAME_M)),) # Raspberry Pi 4 CFLAGS += -mfp16-format=ieee -mno-unaligned-access endif # # 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 ) default: main quantize perplexity embedding # # Build library # ggml.o: ggml.c ggml.h $(CC) $(CFLAGS) -c ggml.c -o ggml.o llama.o: llama.cpp llama.h $(CXX) $(CXXFLAGS) -c llama.cpp -o llama.o common.o: examples/common.cpp examples/common.h $(CXX) $(CXXFLAGS) -c examples/common.cpp -o common.o clean: rm -vf *.o main quantize perplexity embedding main: examples/main/main.cpp ggml.o llama.o common.o $(CXX) $(CXXFLAGS) examples/main/main.cpp ggml.o llama.o common.o -o main $(LDFLAGS) @echo @echo '==== Run ./main -h for help. ====' @echo quantize: examples/quantize/quantize.cpp ggml.o llama.o $(CXX) $(CXXFLAGS) examples/quantize/quantize.cpp ggml.o llama.o -o quantize $(LDFLAGS) perplexity: examples/perplexity/perplexity.cpp ggml.o llama.o common.o $(CXX) $(CXXFLAGS) examples/perplexity/perplexity.cpp ggml.o llama.o common.o -o perplexity $(LDFLAGS) embedding: examples/embedding/embedding.cpp ggml.o llama.o common.o $(CXX) $(CXXFLAGS) examples/embedding/embedding.cpp ggml.o llama.o common.o -o embedding $(LDFLAGS) # # Tests # .PHONY: tests tests: bash ./tests/run-tests.sh