default: main bench quantize 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 := $(warning Your arch is announced as x86_64, but it seems to actually be ARM64. Not fixing that can lead to bad performance. For more info see: https://github.com/ggerganov/whisper.cpp/issues/66\#issuecomment-1282546789) endif endif endif # # Compile flags # CFLAGS = -I. -O3 -DNDEBUG -std=c11 -fPIC CXXFLAGS = -I. -I./examples -O3 -DNDEBUG -std=c++11 -fPIC LDFLAGS = # ref: https://github.com/ggerganov/whisper.cpp/issues/37 ifneq ($(wildcard /usr/include/musl/*),) CFLAGS += -D_POSIX_SOURCE -D_GNU_SOURCE CXXFLAGS += -D_POSIX_SOURCE -D_GNU_SOURCE endif # RLIMIT_MEMLOCK came in BSD, is not specified in POSIX.1, # and on macOS its availability depends on enabling Darwin extensions ifeq ($(UNAME_S),Darwin) CFLAGS += -D_DARWIN_C_SOURCE CXXFLAGS += -D_DARWIN_C_SOURCE endif # OS specific # TODO: support Windows ifeq ($(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 ($(UNAME_S),Haiku) CFLAGS += -pthread CXXFLAGS += -pthread endif # Architecture specific # TODO: probably these flags need to be tweaked on some architectures # feel free to update the Makefile for your architecture and send a pull request or issue ifeq ($(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) 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 AVX1_M := $(shell grep "avx " /proc/cpuinfo) ifneq (,$(findstring avx,$(AVX1_M))) CFLAGS += -mavx endif endif SSE3_M := $(shell grep "sse3 " /proc/cpuinfo) ifneq (,$(findstring sse3,$(SSE3_M))) CFLAGS += -msse3 endif else ifeq ($(UNAME_S),Haiku) 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 AVX1_M := $(shell sysinfo -cpu | grep "AVX ") ifneq (,$(findstring avx,$(AVX1_M))) CFLAGS += -mavx endif endif else CFLAGS += -mfma -mf16c -mavx -mavx2 endif endif ifeq ($(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 WHISPER_NO_ACCELERATE # Mac M1 - include Accelerate framework ifeq ($(UNAME_S),Darwin) CFLAGS += -DGGML_USE_ACCELERATE LDFLAGS += -framework Accelerate endif endif ifdef WHISPER_COREML CXXFLAGS += -DWHISPER_USE_COREML LDFLAGS += -framework Foundation -framework CoreML ifdef WHISPER_COREML_ALLOW_FALLBACK CXXFLAGS += -DWHISPER_COREML_ALLOW_FALLBACK endif endif ifdef WHISPER_OPENBLAS CFLAGS += -DGGML_USE_OPENBLAS -I/usr/local/include/openblas LDFLAGS += -lopenblas endif ifdef WHISPER_CUBLAS CFLAGS += -DGGML_USE_CUBLAS -I/usr/local/cuda/include -I/opt/cuda/include -I$(CUDA_PATH)/targets/$(UNAME_M)-linux/include CXXFLAGS += -DGGML_USE_CUBLAS -I/usr/local/cuda/include -I/opt/cuda/include -I$(CUDA_PATH)/targets/$(UNAME_M)-linux/include LDFLAGS += -lcublas -lculibos -lcudart -lcublasLt -lpthread -ldl -lrt -L/usr/local/cuda/lib64 -L/opt/cuda/lib64 -L$(CUDA_PATH)/targets/$(UNAME_M)-linux/lib WHISPER_OBJ += ggml-cuda.o NVCC = nvcc NVCCFLAGS = --forward-unknown-to-host-compiler -arch=any ggml-cuda.o: ggml-cuda.cu ggml-cuda.h $(NVCC) $(NVCCFLAGS) $(CXXFLAGS) -Wno-pedantic -c $< -o $@ endif ifdef WHISPER_CLBLAST CFLAGS += -DGGML_USE_CLBLAST LDFLAGS += -lclblast -lOpenCL WHISPER_OBJ += ggml-opencl.o ggml-opencl.o: ggml-opencl.cpp ggml-opencl.h $(CC) $(CFLAGS) -c $< -o $@ endif ifdef WHISPER_GPROF CFLAGS += -pg CXXFLAGS += -pg endif ifneq ($(filter aarch64%,$(UNAME_M)),) CFLAGS += -mcpu=native CXXFLAGS += -mcpu=native endif ifneq ($(filter armv6%,$(UNAME_M)),) # 32-bit Raspberry Pi 1, 2, 3 CFLAGS += -mfpu=neon -mfp16-format=ieee -mno-unaligned-access endif ifneq ($(filter armv7%,$(UNAME_M)),) # 32-bit ARM, for example on Armbian or possibly raspbian #CFLAGS += -mfpu=neon -mfp16-format=ieee -funsafe-math-optimizations -mno-unaligned-access #CXXFLAGS += -mfpu=neon -mfp16-format=ieee -funsafe-math-optimizations -mno-unaligned-access # 64-bit ARM on 32-bit OS, use these (TODO: auto-detect 64-bit) CFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -funsafe-math-optimizations -mno-unaligned-access CXXFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -funsafe-math-optimizations -mno-unaligned-access endif ifneq ($(filter armv8%,$(UNAME_M)),) # Raspberry Pi 4 CFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -funsafe-math-optimizations -mno-unaligned-access CXXFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -funsafe-math-optimizations -mno-unaligned-access endif # # Print build information # $(info I whisper.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 $@ whisper.o: whisper.cpp whisper.h ggml.h ggml-cuda.h $(CXX) $(CXXFLAGS) -c $< -o $@ ifndef WHISPER_COREML WHISPER_OBJ += whisper.o else whisper-encoder.o: coreml/whisper-encoder.mm coreml/whisper-encoder.h $(CXX) -O3 -I . -fobjc-arc -c coreml/whisper-encoder.mm -o whisper-encoder.o whisper-encoder-impl.o: coreml/whisper-encoder-impl.m coreml/whisper-encoder-impl.h $(CXX) -O3 -I . -fobjc-arc -c coreml/whisper-encoder-impl.m -o whisper-encoder-impl.o WHISPER_OBJ += whisper.o whisper-encoder.o whisper-encoder-impl.o endif libwhisper.a: ggml.o $(WHISPER_OBJ) $(AR) rcs libwhisper.a ggml.o $(WHISPER_OBJ) libwhisper.so: ggml.o $(WHISPER_OBJ) $(CXX) $(CXXFLAGS) -shared -o libwhisper.so ggml.o $(WHISPER_OBJ) $(LDFLAGS) clean: rm -f *.o main stream command talk talk-llama bench quantize libwhisper.a libwhisper.so # # Examples # CC_SDL=`sdl2-config --cflags --libs` SRC_COMMON = examples/common.cpp examples/common-ggml.cpp SRC_COMMON_SDL = examples/common-sdl.cpp main: examples/main/main.cpp $(SRC_COMMON) ggml.o $(WHISPER_OBJ) $(CXX) $(CXXFLAGS) examples/main/main.cpp $(SRC_COMMON) ggml.o $(WHISPER_OBJ) -o main $(LDFLAGS) ./main -h bench: examples/bench/bench.cpp ggml.o $(WHISPER_OBJ) $(CXX) $(CXXFLAGS) examples/bench/bench.cpp ggml.o $(WHISPER_OBJ) -o bench $(LDFLAGS) quantize: examples/quantize/quantize.cpp ggml.o $(WHISPER_OBJ) $(SRC_COMMON) $(CXX) $(CXXFLAGS) examples/quantize/quantize.cpp $(SRC_COMMON) ggml.o $(WHISPER_OBJ) -o quantize $(LDFLAGS) stream: examples/stream/stream.cpp $(SRC_COMMON) $(SRC_COMMON_SDL) ggml.o $(WHISPER_OBJ) $(CXX) $(CXXFLAGS) examples/stream/stream.cpp $(SRC_COMMON) $(SRC_COMMON_SDL) ggml.o $(WHISPER_OBJ) -o stream $(CC_SDL) $(LDFLAGS) command: examples/command/command.cpp $(SRC_COMMON) $(SRC_COMMON_SDL) ggml.o $(WHISPER_OBJ) $(CXX) $(CXXFLAGS) examples/command/command.cpp $(SRC_COMMON) $(SRC_COMMON_SDL) ggml.o $(WHISPER_OBJ) -o command $(CC_SDL) $(LDFLAGS) talk: examples/talk/talk.cpp examples/talk/gpt-2.cpp $(SRC_COMMON) $(SRC_COMMON_SDL) ggml.o $(WHISPER_OBJ) $(CXX) $(CXXFLAGS) examples/talk/talk.cpp examples/talk/gpt-2.cpp $(SRC_COMMON) $(SRC_COMMON_SDL) ggml.o $(WHISPER_OBJ) -o talk $(CC_SDL) $(LDFLAGS) talk-llama: examples/talk-llama/talk-llama.cpp examples/talk-llama/llama.cpp $(SRC_COMMON) $(SRC_COMMON_SDL) ggml.o $(WHISPER_OBJ) $(CXX) $(CXXFLAGS) examples/talk-llama/talk-llama.cpp examples/talk-llama/llama.cpp $(SRC_COMMON) $(SRC_COMMON_SDL) ggml.o $(WHISPER_OBJ) -o talk-llama $(CC_SDL) $(LDFLAGS) # # Audio samples # # download a few audio samples into folder "./samples": .PHONY: samples samples: @echo "Downloading samples..." @mkdir -p samples @wget --quiet --show-progress -O samples/gb0.ogg https://upload.wikimedia.org/wikipedia/commons/2/22/George_W._Bush%27s_weekly_radio_address_%28November_1%2C_2008%29.oga @wget --quiet --show-progress -O samples/gb1.ogg https://upload.wikimedia.org/wikipedia/commons/1/1f/George_W_Bush_Columbia_FINAL.ogg @wget --quiet --show-progress -O samples/hp0.ogg https://upload.wikimedia.org/wikipedia/en/d/d4/En.henryfphillips.ogg @wget --quiet --show-progress -O samples/mm1.wav https://cdn.openai.com/whisper/draft-20220913a/micro-machines.wav @wget --quiet --show-progress -O samples/a13.mp3 https://upload.wikimedia.org/wikipedia/commons/transcoded/6/6f/Apollo13-wehaveaproblem.ogg/Apollo13-wehaveaproblem.ogg.mp3 @wget --quiet --show-progress -O samples/diffusion2023-07-03.flac https://archive.org/download/diffusion2023-07-03/diffusion2023-07-03.flac @echo "Converting to 16-bit WAV ..." @ffmpeg -loglevel -0 -y -i samples/gb0.ogg -ar 16000 -ac 1 -c:a pcm_s16le samples/gb0.wav @ffmpeg -loglevel -0 -y -i samples/gb1.ogg -ar 16000 -ac 1 -c:a pcm_s16le samples/gb1.wav @ffmpeg -loglevel -0 -y -i samples/hp0.ogg -ar 16000 -ac 1 -c:a pcm_s16le samples/hp0.wav @rm samples/*.ogg @ffmpeg -loglevel -0 -y -i samples/mm1.wav -ar 16000 -ac 1 -c:a pcm_s16le samples/mm0.wav @rm samples/mm1.wav @ffmpeg -loglevel -0 -y -i samples/a13.mp3 -ar 16000 -ac 1 -c:a pcm_s16le -ss 00:00:00 -to 00:00:30 samples/a13.wav @rm samples/a13.mp3 @ffmpeg -loglevel -0 -y -i samples/diffusion2023-07-03.flac -ar 16000 -ac 1 -c:a pcm_s16le samples/diffusion2023-07-03.wav @rm samples/diffusion2023-07-03.flac # # Models # # if not already downloaded, the following targets download the specified model and # runs it on all samples in the folder "./samples": .PHONY: tiny.en .PHONY: tiny .PHONY: base.en .PHONY: base .PHONY: small.en .PHONY: small .PHONY: medium.en .PHONY: medium .PHONY: large-v1 .PHONY: large tiny.en tiny base.en base small.en small medium.en medium large-v1 large: main bash ./models/download-ggml-model.sh $@ @echo "" @echo "===============================================" @echo "Running $@ on all samples in ./samples ..." @echo "===============================================" @echo "" @for f in samples/*.wav; do \ echo "----------------------------------------------" ; \ echo "[+] Running $@ on $$f ... (run 'ffplay $$f' to listen)" ; \ echo "----------------------------------------------" ; \ echo "" ; \ ./main -m models/ggml-$@.bin -f $$f ; \ echo "" ; \ done # # Tests # .PHONY: tests tests: bash ./tests/run-tests.sh