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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 := $(shell sysctl -n hw.optional.arm64 2>/dev/null)
- ifeq ($(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)
- 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
- 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
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