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| 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 := $(shell sysctl -n hw.optional.arm64) | |
| ifeq ($(SYSCTL_M),1) | |
| # UNAME_P := arm | |
| # UNAME_M := arm64 | |
| warn := $(warning Your arch is announced as x86_64, but it seems to actually be ARM64. Not fixing that can lead to bad performance. For more info see: https://github.com/ggerganov/whisper.cpp/issues/66\#issuecomment-1282546789) | |
| endif | |
| endif | |
| endif | |
| # | |
| # Compile flags | |
| # | |
| CFLAGS = -I. -O3 -DNDEBUG -std=c11 -fPIC | |
| CXXFLAGS = -I. -I./examples -O3 -DNDEBUG -std=c++11 -fPIC | |
| LDFLAGS = | |
| # OS specific | |
| # TODO: support Windows | |
| ifeq ($(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),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) | |
| CFLAGS += -mf16c | |
| 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,$(SSE3_M))) | |
| CFLAGS += -msse3 | |
| endif | |
| else ifeq ($(UNAME_S),Haiku) | |
| AVX1_M := $(shell sysinfo -cpu | grep "AVX ") | |
| ifneq (,$(findstring avx,$(AVX1_M))) | |
| CFLAGS += -mavx | |
| endif | |
| AVX2_M := $(shell sysinfo -cpu | grep "AVX2 ") | |
| ifneq (,$(findstring avx2,$(AVX2_M))) | |
| CFLAGS += -mavx2 | |
| endif | |
| FMA_M := $(shell sysinfo -cpu | grep "FMA ") | |
| ifneq (,$(findstring fma,$(FMA_M))) | |
| CFLAGS += -mfma | |
| endif | |
| F16C_M := $(shell sysinfo -cpu | grep "F16C ") | |
| ifneq (,$(findstring f16c,$(F16C_M))) | |
| CFLAGS += -mf16c | |
| endif | |
| else | |
| CFLAGS += -mfma -mf16c -mavx -mavx2 | |
| endif | |
| endif | |
| ifeq ($(UNAME_M),amd64) | |
| CFLAGS += -mavx -mavx2 -mfma -mf16c | |
| endif | |
| ifneq ($(filter ppc64%,$(UNAME_M)),) | |
| POWER9_M := $(shell grep "POWER9" /proc/cpuinfo) | |
| ifneq (,$(findstring POWER9,$(POWER9_M))) | |
| CFLAGS += -mpower9-vector | |
| endif | |
| # Require c++23's std::byteswap for big-endian support. | |
| ifeq ($(UNAME_M),ppc64) | |
| CXXFLAGS += -std=c++23 -DGGML_BIG_ENDIAN | |
| endif | |
| endif | |
| ifndef LLAMA_NO_ACCELERATE | |
| # Mac M1 - include Accelerate framework | |
| 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: chat quantize | |
| # | |
| # Build library | |
| # | |
| ggml.o: ggml.c ggml.h | |
| $(CC) $(CFLAGS) -c ggml.c -o ggml.o | |
| utils.o: utils.cpp utils.h | |
| $(CXX) $(CXXFLAGS) -c utils.cpp -o utils.o | |
| clean: | |
| rm -f *.o main quantize | |
| # main: main.cpp ggml.o utils.o | |
| # $(CXX) $(CXXFLAGS) main.cpp ggml.o utils.o -o main $(LDFLAGS) | |
| # ./main -h | |
| chat: chat.cpp ggml.o utils.o | |
| $(CXX) $(CXXFLAGS) chat.cpp ggml.o utils.o -o chat $(LDFLAGS) | |
| quantize: quantize.cpp ggml.o utils.o | |
| $(CXX) $(CXXFLAGS) quantize.cpp ggml.o utils.o -o quantize $(LDFLAGS) | |
| # | |
| # Tests | |
| # | |
| .PHONY: tests | |
| tests: | |
| bash ./tests/run-tests.sh | |