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 ifndef ARCH_LINUX ARCH_LINUX := $(shell grep "Arch Linux" /etc/os-release 2>/dev/null) 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 := $(warning Your arch is announced as x86_64, but it seems to actually be ARM64. Not fixing that can lead to bad performance. For more info see: https://github.com/ggerganov/whisper.cpp/issues/66\#issuecomment-1282546789) endif endif endif # # Compile flags # # keep standard at C11 and C++11 CFLAGS = -I. -Ofast -DNDEBUG -std=c11 -fPIC CXXFLAGS = -I. -I./examples -Ofast -DNDEBUG -std=c++11 -fPIC LDFLAGS = # these are used on windows, to build some libraries with extra old device compatibility BONUSCFLAGS1 = BONUSCFLAGS2 = #lets try enabling everything CFLAGS += -pthread -s CXXFLAGS += -pthread -s -Wno-multichar # OS specific # TODO: support Windows ifeq ($(UNAME_S),Linux) CFLAGS += -pthread CXXFLAGS += -pthread ifdef ARCH_LINUX LDFLAGS += -lcblas endif 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 $(UNAME_M),x86_64 i686)) # Use all CPU extensions that are available: CFLAGS += -mavx # old library NEEDS mf16c to work. so we must build with it. new one doesnt ifeq ($(OS),Windows_NT) BONUSCFLAGS1 += -mf16c BONUSCFLAGS2 += -mavx2 -msse3 -mfma else # if not on windows, they are clearly building it themselves, so lets just use whatever is supported CFLAGS += -march=native -mtune=native 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 ($(UNAME_S),Darwin) CFLAGS += -DGGML_USE_ACCELERATE LDFLAGS += -framework Accelerate endif endif ifdef LLAMA_OPENBLAS CFLAGS += -DGGML_USE_OPENBLAS -I/usr/local/include/openblas LDFLAGS += -lopenblas endif ifdef LLAMA_CLBLAST CFLAGS += -DGGML_USE_CLBLAST -DGGML_USE_OPENBLAS LDFLAGS += -lclblast -lOpenCL endif ifdef LLAMA_GPROF CFLAGS += -pg CXXFLAGS += -pg endif ifneq ($(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%,$(UNAME_M)),) # Raspberry Pi 4 CFLAGS += -mfp16-format=ieee -mno-unaligned-access endif OPENBLAS_BUILD = CLBLAST_BUILD = NOAVX2_BUILD = OPENBLAS_NOAVX2_BUILD = ifeq ($(OS),Windows_NT) OPENBLAS_BUILD = $(CXX) $(CXXFLAGS) $^ lib/libopenblas.lib -shared -o $@ $(LDFLAGS) CLBLAST_BUILD = $(CXX) $(CXXFLAGS) $^ lib/OpenCL.lib lib/clblast.lib -shared -o $@ $(LDFLAGS) OPENBLAS_NOAVX2_BUILD = $(CXX) $(CXXFLAGS) $^ lib/libopenblas.lib -shared -o $@ $(LDFLAGS) NOAVX2_BUILD = $(CXX) $(CXXFLAGS) $^ -shared -o $@ $(LDFLAGS) else ifndef LLAMA_OPENBLAS ifndef LLAMA_CLBLAST OPENBLAS_BUILD = @echo 'Your OS $(OS) does not appear to be Windows. For faster speeds, install and link a BLAS library. Set LLAMA_OPENBLAS=1 to compile with OpenBLAS support or LLAMA_CLBLAST=1 to compile with ClBlast support. This is just a reminder, not an error.' endif endif 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: koboldcpp.dll koboldcpp_noavx2.dll koboldcpp_openblas.dll koboldcpp_openblas_noavx2.dll koboldcpp_clblast.dll simple: koboldcpp.dll koboldcpp_noavx2.dll dev: koboldcpp_openblas.dll # # Build library # ggml.o: ggml.c ggml.h $(CC) $(CFLAGS) $(BONUSCFLAGS1) $(BONUSCFLAGS2) -c $< -o $@ ggml_openblas.o: ggml.c ggml.h $(CC) $(CFLAGS) $(BONUSCFLAGS1) $(BONUSCFLAGS2) -DGGML_USE_OPENBLAS -c $< -o $@ ggml_noavx2.o: ggml.c ggml.h $(CC) $(CFLAGS) -c $< -o $@ ggml_openblas_noavx2.o: ggml.c ggml.h $(CC) $(CFLAGS) -DGGML_USE_OPENBLAS -c $< -o $@ ggml_clblast.o: ggml.c ggml.h $(CC) $(CFLAGS) $(BONUSCFLAGS1) $(BONUSCFLAGS2) -DGGML_USE_OPENBLAS -DGGML_USE_CLBLAST -c $< -o $@ ggml_v1.o: otherarch/ggml_v1.c otherarch/ggml_v1.h $(CC) $(CFLAGS) $(BONUSCFLAGS1) $(BONUSCFLAGS2) -c $< -o $@ ggml_v1_noavx2.o: otherarch/ggml_v1.c otherarch/ggml_v1.h $(CC) $(CFLAGS) $(BONUSCFLAGS1) -c $< -o $@ llama.o: llama.cpp llama.h llama_util.h $(CXX) $(CXXFLAGS) -c $< -o $@ common.o: examples/common.cpp examples/common.h $(CXX) $(CXXFLAGS) -c $< -o $@ expose.o: expose.cpp expose.h $(CXX) $(CXXFLAGS) -c $< -o $@ llama_adapter.o: llama_adapter.cpp $(CXX) $(CXXFLAGS) -c $< -o $@ gpttype_adapter.o: gpttype_adapter.cpp $(CXX) $(CXXFLAGS) -c $< -o $@ clean: rm -vf *.o main quantize_llama quantize_gpt2 quantize_gptj quantize-stats perplexity embedding benchmark-q4_0-matmult main.exe quantize_llama.exe quantize_gptj.exe quantize_gpt2.exe koboldcpp.dll koboldcpp_openblas.dll koboldcpp_noavx2.dll koboldcpp_openblas_noavx2.dll koboldcpp_clblast.dll gptj.exe gpt2.exe main: examples/main/main.cpp ggml.o llama.o common.o $(CXX) $(CXXFLAGS) $^ -o $@ $(LDFLAGS) @echo @echo '==== Run ./main -h for help. ====' @echo koboldcpp.dll: ggml.o ggml_v1.o expose.o common.o llama_adapter.o gpttype_adapter.o $(CXX) $(CXXFLAGS) $^ -shared -o $@ $(LDFLAGS) koboldcpp_openblas.dll: ggml_openblas.o ggml_v1.o expose.o common.o llama_adapter.o gpttype_adapter.o $(OPENBLAS_BUILD) koboldcpp_noavx2.dll: ggml_noavx2.o ggml_v1_noavx2.o expose.o common.o llama_adapter.o gpttype_adapter.o $(NOAVX2_BUILD) koboldcpp_openblas_noavx2.dll: ggml_openblas_noavx2.o ggml_v1_noavx2.o expose.o common.o llama_adapter.o gpttype_adapter.o $(OPENBLAS_NOAVX2_BUILD) koboldcpp_clblast.dll: ggml_clblast.o ggml_v1.o expose.o common.o llama_adapter.o gpttype_adapter.o $(CLBLAST_BUILD) quantize_llama: examples/quantize/quantize.cpp ggml.o llama.o $(CXX) $(CXXFLAGS) $^ -o $@ $(LDFLAGS) quantize-stats: examples/quantize-stats/quantize-stats.cpp ggml.o llama.o $(CXX) $(CXXFLAGS) $^ -o $@ $(LDFLAGS) quantize_gptj: ggml.o llama.o otherarch/gptj_quantize.cpp $(CXX) $(CXXFLAGS) $^ -o $@ $(LDFLAGS) quantize_gpt2: ggml.o llama.o otherarch/gpt2_quantize.cpp $(CXX) $(CXXFLAGS) $^ -o $@ $(LDFLAGS) perplexity: examples/perplexity/perplexity.cpp ggml.o llama.o common.o $(CXX) $(CXXFLAGS) $^ -o $@ $(LDFLAGS) embedding: examples/embedding/embedding.cpp ggml.o llama.o common.o $(CXX) $(CXXFLAGS) $^ -o $@ $(LDFLAGS) libllama.so: llama.o ggml.o $(CXX) $(CXXFLAGS) -shared -fPIC -o $@ $^ $(LDFLAGS) # # Tests # benchmark: examples/benchmark/benchmark-q4_0-matmult.c ggml.o $(CXX) $(CXXFLAGS) $^ -o benchmark-q4_0-matmult $(LDFLAGS) ./benchmark-q4_0-matmult .PHONY: tests tests: bash ./tests/run-tests.sh