mirror of
https://github.com/ggerganov/whisper.cpp.git
synced 2024-11-07 16:44:13 +01:00
e77b27c331
* scripts : add sync-ggml-am.sh
* sync : ggml (VMM, ARM dot prod fix, etc.)
* build : fix CUDA build
* ggml : fix some mul mat cases + add tests for src1 F16
dbd02958fa
449 lines
14 KiB
Makefile
449 lines
14 KiB
Makefile
default: main bench quantize server
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ifndef UNAME_S
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UNAME_S := $(shell uname -s)
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endif
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ifndef UNAME_P
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UNAME_P := $(shell uname -p)
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endif
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ifndef UNAME_M
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UNAME_M := $(shell uname -m)
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endif
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ifndef NVCC_VERSION
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ifeq ($(call,$(shell which nvcc))$(.SHELLSTATUS),0)
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NVCC_VERSION := $(shell nvcc --version | egrep -o "V[0-9]+.[0-9]+.[0-9]+" | cut -c2-)
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endif
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endif
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CCV := $(shell $(CC) --version | head -n 1)
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CXXV := $(shell $(CXX) --version | head -n 1)
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# Mac OS + Arm can report x86_64
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# ref: https://github.com/ggerganov/whisper.cpp/issues/66#issuecomment-1282546789
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ifeq ($(UNAME_S),Darwin)
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ifneq ($(UNAME_P),arm)
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SYSCTL_M := $(shell sysctl -n hw.optional.arm64)
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ifeq ($(SYSCTL_M),1)
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# UNAME_P := arm
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# UNAME_M := arm64
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warn := $(warning Your arch is announced as x86_64, but it seems to actually be ARM64. Not fixing that can lead to bad performance. For more info see: https://github.com/ggerganov/whisper.cpp/issues/66\#issuecomment-1282546789)
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endif
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endif
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endif
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#
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# Compile flags
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#
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CFLAGS = -I. -O3 -DNDEBUG -std=c11 -fPIC
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CXXFLAGS = -I. -I./examples -O3 -DNDEBUG -std=c++11 -fPIC
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LDFLAGS =
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# clock_gettime came in POSIX.1b (1993)
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# CLOCK_MONOTONIC came in POSIX.1-2001 / SUSv3 as optional
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# posix_memalign came in POSIX.1-2001 / SUSv3
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# M_PI is an XSI extension since POSIX.1-2001 / SUSv3, came in XPG1 (1985)
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CFLAGS += -D_XOPEN_SOURCE=600
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CXXFLAGS += -D_XOPEN_SOURCE=600
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# Somehow in OpenBSD whenever POSIX conformance is specified
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# some string functions rely on locale_t availability,
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# which was introduced in POSIX.1-2008, forcing us to go higher
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ifeq ($(UNAME_S),OpenBSD)
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CFLAGS += -U_XOPEN_SOURCE -D_XOPEN_SOURCE=700
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CXXFLAGS += -U_XOPEN_SOURCE -D_XOPEN_SOURCE=700
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endif
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# Data types, macros and functions related to controlling CPU affinity
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# are available on Linux through GNU extensions in libc
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ifeq ($(UNAME_S),Linux)
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CFLAGS += -D_GNU_SOURCE
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CXXFLAGS += -D_GNU_SOURCE
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endif
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# RLIMIT_MEMLOCK came in BSD, is not specified in POSIX.1,
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# and on macOS its availability depends on enabling Darwin extensions
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# similarly on DragonFly, enabling BSD extensions is necessary
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ifeq ($(UNAME_S),Darwin)
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CFLAGS += -D_DARWIN_C_SOURCE
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CXXFLAGS += -D_DARWIN_C_SOURCE
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endif
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ifeq ($(UNAME_S),DragonFly)
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CFLAGS += -D__BSD_VISIBLE
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CXXFLAGS += -D__BSD_VISIBLE
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endif
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# alloca is a non-standard interface that is not visible on BSDs when
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# POSIX conformance is specified, but not all of them provide a clean way
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# to enable it in such cases
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ifeq ($(UNAME_S),FreeBSD)
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CFLAGS += -D__BSD_VISIBLE
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CXXFLAGS += -D__BSD_VISIBLE
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endif
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ifeq ($(UNAME_S),NetBSD)
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CFLAGS += -D_NETBSD_SOURCE
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CXXFLAGS += -D_NETBSD_SOURCE
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endif
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ifeq ($(UNAME_S),OpenBSD)
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CFLAGS += -D_BSD_SOURCE
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CXXFLAGS += -D_BSD_SOURCE
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endif
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# OS specific
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# TODO: support Windows
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ifeq ($(filter $(UNAME_S),Linux Darwin DragonFly FreeBSD NetBSD OpenBSD Haiku),$(UNAME_S))
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CFLAGS += -pthread
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CXXFLAGS += -pthread
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endif
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# Architecture specific
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# TODO: probably these flags need to be tweaked on some architectures
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# feel free to update the Makefile for your architecture and send a pull request or issue
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ifeq ($(UNAME_M),$(filter $(UNAME_M),x86_64 i686 amd64))
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ifeq ($(UNAME_S),Darwin)
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CPUINFO_CMD := sysctl machdep.cpu.features machdep.cpu.leaf7_features
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else ifeq ($(UNAME_S),Linux)
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CPUINFO_CMD := cat /proc/cpuinfo
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else ifneq (,$(filter MINGW32_NT% MINGW64_NT%,$(UNAME_S)))
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CPUINFO_CMD := cat /proc/cpuinfo
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else ifneq (,$(filter DragonFly FreeBSD,$(UNAME_S)))
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CPUINFO_CMD := grep Features /var/run/dmesg.boot
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else ifeq ($(UNAME_S),Haiku)
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CPUINFO_CMD := sysinfo -cpu
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endif
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ifdef CPUINFO_CMD
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AVX_M := $(shell $(CPUINFO_CMD) | grep -iwE 'AVX|AVX1.0')
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ifneq (,$(AVX_M))
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CFLAGS += -mavx
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CXXFLAGS += -mavx
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endif
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AVX2_M := $(shell $(CPUINFO_CMD) | grep -iw 'AVX2')
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ifneq (,$(AVX2_M))
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CFLAGS += -mavx2
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CXXFLAGS += -mavx2
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endif
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FMA_M := $(shell $(CPUINFO_CMD) | grep -iw 'FMA')
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ifneq (,$(FMA_M))
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CFLAGS += -mfma
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CXXFLAGS += -mfma
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endif
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F16C_M := $(shell $(CPUINFO_CMD) | grep -iw 'F16C')
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ifneq (,$(F16C_M))
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CFLAGS += -mf16c
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CXXFLAGS += -mf16c
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endif
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SSE3_M := $(shell $(CPUINFO_CMD) | grep -iwE 'PNI|SSE3')
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ifneq (,$(SSE3_M))
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CFLAGS += -msse3
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CXXFLAGS += -msse3
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endif
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SSSE3_M := $(shell $(CPUINFO_CMD) | grep -iw 'SSSE3')
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ifneq (,$(SSSE3_M))
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CFLAGS += -mssse3
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CXXFLAGS += -mssse3
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endif
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endif
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endif
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ifneq ($(filter ppc64%,$(UNAME_M)),)
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POWER9_M := $(shell grep "POWER9" /proc/cpuinfo)
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ifneq (,$(findstring POWER9,$(POWER9_M)))
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CFLAGS += -mpower9-vector
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endif
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# Require c++23's std::byteswap for big-endian support.
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ifeq ($(UNAME_M),ppc64)
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CXXFLAGS += -std=c++23 -DGGML_BIG_ENDIAN
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endif
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endif
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ifndef WHISPER_NO_ACCELERATE
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# Mac M1 - include Accelerate framework
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ifeq ($(UNAME_S),Darwin)
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CFLAGS += -DGGML_USE_ACCELERATE
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LDFLAGS += -framework Accelerate
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endif
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endif
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ifdef WHISPER_COREML
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CXXFLAGS += -DWHISPER_USE_COREML
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LDFLAGS += -framework Foundation -framework CoreML
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ifdef WHISPER_COREML_ALLOW_FALLBACK
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CXXFLAGS += -DWHISPER_COREML_ALLOW_FALLBACK
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endif
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endif
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ifndef WHISPER_NO_METAL
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ifeq ($(UNAME_S),Darwin)
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WHISPER_METAL := 1
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CFLAGS += -DGGML_USE_METAL
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CXXFLAGS += -DGGML_USE_METAL
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LDFLAGS += -framework Foundation -framework Metal -framework MetalKit
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endif
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endif
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ifdef WHISPER_OPENBLAS
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CFLAGS += -DGGML_USE_OPENBLAS -I/usr/local/include/openblas -I/usr/include/openblas
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LDFLAGS += -lopenblas
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endif
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ifdef WHISPER_CUBLAS
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ifeq ($(shell expr $(NVCC_VERSION) \>= 11.6), 1)
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CUDA_ARCH_FLAG=native
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else
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CUDA_ARCH_FLAG=all
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endif
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CFLAGS += -DGGML_USE_CUBLAS -I/usr/local/cuda/include -I/opt/cuda/include -I$(CUDA_PATH)/targets/$(UNAME_M)-linux/include
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CXXFLAGS += -DGGML_USE_CUBLAS -I/usr/local/cuda/include -I/opt/cuda/include -I$(CUDA_PATH)/targets/$(UNAME_M)-linux/include
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LDFLAGS += -lcuda -lcublas -lculibos -lcudart -lcublasLt -lpthread -ldl -lrt -L/usr/local/cuda/lib64 -L/opt/cuda/lib64 -L$(CUDA_PATH)/targets/$(UNAME_M)-linux/lib
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WHISPER_OBJ += ggml-cuda.o
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NVCC = nvcc
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NVCCFLAGS = --forward-unknown-to-host-compiler -arch=$(CUDA_ARCH_FLAG)
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ggml-cuda.o: ggml-cuda.cu ggml-cuda.h
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$(NVCC) $(NVCCFLAGS) $(CXXFLAGS) -Wno-pedantic -c $< -o $@
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endif
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ifdef WHISPER_HIPBLAS
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ROCM_PATH ?= /opt/rocm
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HIPCC ?= $(ROCM_PATH)/bin/hipcc
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GPU_TARGETS ?= $(shell $(ROCM_PATH)/llvm/bin/amdgpu-arch)
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CFLAGS += -DGGML_USE_HIPBLAS -DGGML_USE_CUBLAS
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CXXFLAGS += -DGGML_USE_HIPBLAS -DGGML_USE_CUBLAS
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LDFLAGS += -L$(ROCM_PATH)/lib -Wl,-rpath=$(ROCM_PATH)/lib
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LDFLAGS += -lhipblas -lamdhip64 -lrocblas
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HIPFLAGS += $(addprefix --offload-arch=,$(GPU_TARGETS))
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WHISPER_OBJ += ggml-cuda.o
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ggml-cuda.o: ggml-cuda.cu ggml-cuda.h
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$(HIPCC) $(CXXFLAGS) $(HIPFLAGS) -x hip -c -o $@ $<
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endif
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ifdef WHISPER_CLBLAST
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CFLAGS += -DGGML_USE_CLBLAST
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CXXFLAGS += -DGGML_USE_CLBLAST
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LDFLAGS += -lclblast
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ifeq ($(UNAME_S),Darwin)
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LDFLAGS += -framework OpenCL
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else
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LDFLAGS += -lOpenCL
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endif
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WHISPER_OBJ += ggml-opencl.o
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ggml-opencl.o: ggml-opencl.cpp ggml-opencl.h
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$(CXX) $(CXXFLAGS) -c $< -o $@
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endif
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ifdef WHISPER_GPROF
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CFLAGS += -pg
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CXXFLAGS += -pg
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endif
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ifneq ($(filter aarch64%,$(UNAME_M)),)
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CFLAGS += -mcpu=native
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CXXFLAGS += -mcpu=native
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endif
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ifneq ($(filter armv6%,$(UNAME_M)),)
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# 32-bit Raspberry Pi 1, 2, 3
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CFLAGS += -mfpu=neon -mfp16-format=ieee -mno-unaligned-access
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endif
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ifneq ($(filter armv7%,$(UNAME_M)),)
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# 32-bit ARM, for example on Armbian or possibly raspbian
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#CFLAGS += -mfpu=neon -mfp16-format=ieee -funsafe-math-optimizations -mno-unaligned-access
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#CXXFLAGS += -mfpu=neon -mfp16-format=ieee -funsafe-math-optimizations -mno-unaligned-access
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# 64-bit ARM on 32-bit OS, use these (TODO: auto-detect 64-bit)
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CFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -funsafe-math-optimizations -mno-unaligned-access
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CXXFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -funsafe-math-optimizations -mno-unaligned-access
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endif
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ifneq ($(filter armv8%,$(UNAME_M)),)
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# Raspberry Pi 4
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CFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -funsafe-math-optimizations -mno-unaligned-access
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CXXFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -funsafe-math-optimizations -mno-unaligned-access
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endif
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#
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# Print build information
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#
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$(info I whisper.cpp build info: )
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$(info I UNAME_S: $(UNAME_S))
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$(info I UNAME_P: $(UNAME_P))
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$(info I UNAME_M: $(UNAME_M))
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$(info I CFLAGS: $(CFLAGS))
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$(info I CXXFLAGS: $(CXXFLAGS))
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$(info I LDFLAGS: $(LDFLAGS))
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$(info I CC: $(CCV))
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$(info I CXX: $(CXXV))
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$(info )
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#
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# Build library
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#
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ggml.o: ggml.c ggml.h ggml-cuda.h
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$(CC) $(CFLAGS) -c $< -o $@
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ggml-alloc.o: ggml-alloc.c ggml.h ggml-alloc.h
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$(CC) $(CFLAGS) -c $< -o $@
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ggml-backend.o: ggml-backend.c ggml.h ggml-backend.h
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$(CC) $(CFLAGS) -c $< -o $@
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ggml-quants.o: ggml-quants.c ggml.h ggml-quants.h
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$(CC) $(CFLAGS) -c $< -o $@
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WHISPER_OBJ += ggml.o ggml-alloc.o ggml-backend.o ggml-quants.o
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whisper.o: whisper.cpp whisper.h ggml.h ggml-cuda.h
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$(CXX) $(CXXFLAGS) -c $< -o $@
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ifndef WHISPER_COREML
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WHISPER_OBJ += whisper.o
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else
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whisper-encoder.o: coreml/whisper-encoder.mm coreml/whisper-encoder.h
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$(CXX) -O3 -I . -fobjc-arc -c coreml/whisper-encoder.mm -o whisper-encoder.o
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whisper-encoder-impl.o: coreml/whisper-encoder-impl.m coreml/whisper-encoder-impl.h
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$(CXX) -O3 -I . -fobjc-arc -c coreml/whisper-encoder-impl.m -o whisper-encoder-impl.o
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WHISPER_OBJ += whisper.o whisper-encoder.o whisper-encoder-impl.o
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endif
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ifdef WHISPER_METAL
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ggml-metal.o: ggml-metal.m ggml-metal.h
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$(CC) $(CFLAGS) -c $< -o $@
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WHISPER_OBJ += ggml-metal.o
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endif
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libwhisper.a: $(WHISPER_OBJ)
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$(AR) rcs libwhisper.a $(WHISPER_OBJ)
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libwhisper.so: $(WHISPER_OBJ)
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$(CXX) $(CXXFLAGS) -shared -o libwhisper.so $(WHISPER_OBJ) $(LDFLAGS)
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clean:
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rm -f *.o main stream command talk talk-llama bench quantize server lsp libwhisper.a libwhisper.so
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#
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# Examples
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#
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CC_SDL=`sdl2-config --cflags --libs`
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SRC_COMMON = examples/common.cpp examples/common-ggml.cpp
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SRC_COMMON_SDL = examples/common-sdl.cpp
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main: examples/main/main.cpp $(SRC_COMMON) $(WHISPER_OBJ)
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$(CXX) $(CXXFLAGS) examples/main/main.cpp $(SRC_COMMON) $(WHISPER_OBJ) -o main $(LDFLAGS)
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./main -h
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bench: examples/bench/bench.cpp $(WHISPER_OBJ)
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$(CXX) $(CXXFLAGS) examples/bench/bench.cpp $(WHISPER_OBJ) -o bench $(LDFLAGS)
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quantize: examples/quantize/quantize.cpp $(WHISPER_OBJ) $(SRC_COMMON)
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$(CXX) $(CXXFLAGS) examples/quantize/quantize.cpp $(SRC_COMMON) $(WHISPER_OBJ) -o quantize $(LDFLAGS)
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server: examples/server/server.cpp $(SRC_COMMON) $(WHISPER_OBJ)
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$(CXX) $(CXXFLAGS) examples/server/server.cpp $(SRC_COMMON) $(WHISPER_OBJ) -o server $(LDFLAGS)
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stream: examples/stream/stream.cpp $(SRC_COMMON) $(SRC_COMMON_SDL) $(WHISPER_OBJ)
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$(CXX) $(CXXFLAGS) examples/stream/stream.cpp $(SRC_COMMON) $(SRC_COMMON_SDL) $(WHISPER_OBJ) -o stream $(CC_SDL) $(LDFLAGS)
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command: examples/command/command.cpp examples/grammar-parser.cpp $(SRC_COMMON) $(SRC_COMMON_SDL) $(WHISPER_OBJ)
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$(CXX) $(CXXFLAGS) examples/command/command.cpp examples/grammar-parser.cpp $(SRC_COMMON) $(SRC_COMMON_SDL) $(WHISPER_OBJ) -o command $(CC_SDL) $(LDFLAGS)
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lsp: examples/lsp/lsp.cpp $(SRC_COMMON) $(SRC_COMMON_SDL) $(WHISPER_OBJ)
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$(CXX) $(CXXFLAGS) examples/lsp/lsp.cpp $(SRC_COMMON) $(SRC_COMMON_SDL) $(WHISPER_OBJ) -o lsp $(CC_SDL) $(LDFLAGS)
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talk: examples/talk/talk.cpp examples/talk/gpt-2.cpp $(SRC_COMMON) $(SRC_COMMON_SDL) $(WHISPER_OBJ)
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$(CXX) $(CXXFLAGS) examples/talk/talk.cpp examples/talk/gpt-2.cpp $(SRC_COMMON) $(SRC_COMMON_SDL) $(WHISPER_OBJ) -o talk $(CC_SDL) $(LDFLAGS)
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talk-llama: examples/talk-llama/talk-llama.cpp examples/talk-llama/llama.cpp $(SRC_COMMON) $(SRC_COMMON_SDL) $(WHISPER_OBJ)
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$(CXX) $(CXXFLAGS) examples/talk-llama/talk-llama.cpp examples/talk-llama/llama.cpp $(SRC_COMMON) $(SRC_COMMON_SDL) $(WHISPER_OBJ) -o talk-llama $(CC_SDL) $(LDFLAGS)
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#
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# Audio samples
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#
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# download a few audio samples into folder "./samples":
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.PHONY: samples
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samples:
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@echo "Downloading samples..."
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@mkdir -p samples
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@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
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@wget --quiet --show-progress -O samples/gb1.ogg https://upload.wikimedia.org/wikipedia/commons/1/1f/George_W_Bush_Columbia_FINAL.ogg
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@wget --quiet --show-progress -O samples/hp0.ogg https://upload.wikimedia.org/wikipedia/en/d/d4/En.henryfphillips.ogg
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@wget --quiet --show-progress -O samples/mm1.wav https://cdn.openai.com/whisper/draft-20220913a/micro-machines.wav
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@wget --quiet --show-progress -O samples/a13.mp3 https://upload.wikimedia.org/wikipedia/commons/transcoded/6/6f/Apollo13-wehaveaproblem.ogg/Apollo13-wehaveaproblem.ogg.mp3
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@wget --quiet --show-progress -O samples/diffusion2023-07-03.flac https://archive.org/download/diffusion2023-07-03/diffusion2023-07-03.flac
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@echo "Converting to 16-bit WAV ..."
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@ffmpeg -loglevel -0 -y -i samples/gb0.ogg -ar 16000 -ac 1 -c:a pcm_s16le samples/gb0.wav
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@ffmpeg -loglevel -0 -y -i samples/gb1.ogg -ar 16000 -ac 1 -c:a pcm_s16le samples/gb1.wav
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@ffmpeg -loglevel -0 -y -i samples/hp0.ogg -ar 16000 -ac 1 -c:a pcm_s16le samples/hp0.wav
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@rm samples/*.ogg
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@ffmpeg -loglevel -0 -y -i samples/mm1.wav -ar 16000 -ac 1 -c:a pcm_s16le samples/mm0.wav
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@rm samples/mm1.wav
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@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
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@rm samples/a13.mp3
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@ffmpeg -loglevel -0 -y -i samples/diffusion2023-07-03.flac -ar 16000 -ac 1 -c:a pcm_s16le samples/diffusion2023-07-03.wav
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@rm samples/diffusion2023-07-03.flac
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#
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# Models
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#
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# if not already downloaded, the following targets download the specified model and
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# runs it on all samples in the folder "./samples":
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.PHONY: tiny.en
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.PHONY: tiny
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.PHONY: base.en
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.PHONY: base
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.PHONY: small.en
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.PHONY: small
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.PHONY: medium.en
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|
.PHONY: medium
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.PHONY: large-v1
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.PHONY: large-v2
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.PHONY: large-v3
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tiny.en tiny base.en base small.en small medium.en medium large-v1 large-v2 large-v3: main
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bash ./models/download-ggml-model.sh $@
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@echo ""
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@echo "==============================================="
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|
@echo "Running $@ on all samples in ./samples ..."
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|
@echo "==============================================="
|
|
@echo ""
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|
@for f in samples/*.wav; do \
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echo "----------------------------------------------" ; \
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echo "[+] Running $@ on $$f ... (run 'ffplay $$f' to listen)" ; \
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echo "----------------------------------------------" ; \
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echo "" ; \
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./main -m models/ggml-$@.bin -f $$f ; \
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echo "" ; \
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done
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#
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# Tests
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|
#
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|
|
|
.PHONY: tests
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|
tests:
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bash ./tests/run-tests.sh $(word 2, $(MAKECMDGOALS))
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