mirror of
https://github.com/ggerganov/llama.cpp.git
synced 2024-12-25 19:04:35 +00:00
434 lines
13 KiB
Makefile
434 lines
13 KiB
Makefile
# Define the default target now so that it is always the first target
|
|
BUILD_TARGETS = main quantize quantize-stats perplexity embedding vdot train-text-from-scratch simple server embd-input-test
|
|
|
|
# Binaries only useful for tests
|
|
TEST_TARGETS = tests/test-double-float tests/test-grad0 tests/test-opt tests/test-quantize-fns tests/test-quantize-perf tests/test-sampling tests/test-tokenizer-0
|
|
|
|
default: $(BUILD_TARGETS)
|
|
|
|
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
|
|
# -Ofast tends to produce faster code, but may not be available for some compilers.
|
|
ifdef LLAMA_FAST
|
|
OPT = -Ofast
|
|
else
|
|
OPT = -O3
|
|
endif
|
|
CFLAGS = -I. $(OPT) -std=c11 -fPIC
|
|
CXXFLAGS = -I. -I./examples $(OPT) -std=c++11 -fPIC
|
|
LDFLAGS =
|
|
|
|
ifdef LLAMA_DEBUG
|
|
CFLAGS += -O0 -g
|
|
CXXFLAGS += -O0 -g
|
|
LDFLAGS += -g
|
|
else
|
|
CFLAGS += -DNDEBUG
|
|
CXXFLAGS += -DNDEBUG
|
|
endif
|
|
|
|
ifdef LLAMA_SERVER_VERBOSE
|
|
CXXFLAGS += -DSERVER_VERBOSE=$(LLAMA_SERVER_VERBOSE)
|
|
endif
|
|
|
|
# warnings
|
|
CFLAGS += -Wall -Wextra -Wpedantic -Wcast-qual -Wdouble-promotion -Wshadow -Wstrict-prototypes -Wpointer-arith \
|
|
-Wmissing-prototypes
|
|
CXXFLAGS += -Wall -Wextra -Wpedantic -Wcast-qual -Wno-unused-function -Wno-multichar
|
|
|
|
# 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
|
|
|
|
# detect Windows
|
|
ifneq ($(findstring _NT,$(UNAME_S)),)
|
|
_WIN32 := 1
|
|
endif
|
|
|
|
# library name prefix
|
|
ifneq ($(_WIN32),1)
|
|
LIB_PRE := lib
|
|
endif
|
|
|
|
# Dynamic Shared Object extension
|
|
ifneq ($(_WIN32),1)
|
|
DSO_EXT := .so
|
|
else
|
|
DSO_EXT := .dll
|
|
endif
|
|
|
|
# Windows Sockets 2 (Winsock) for network-capable apps
|
|
ifeq ($(_WIN32),1)
|
|
LWINSOCK2 := -lws2_32
|
|
endif
|
|
|
|
ifdef LLAMA_GPROF
|
|
CFLAGS += -pg
|
|
CXXFLAGS += -pg
|
|
endif
|
|
ifdef LLAMA_PERF
|
|
CFLAGS += -DGGML_PERF
|
|
CXXFLAGS += -DGGML_PERF
|
|
endif
|
|
|
|
# Architecture specific
|
|
# TODO: probably these flags need to be tweaked on some architectures
|
|
# feel free to update the Makefile for your architecture and send a pull request or issue
|
|
ifeq ($(UNAME_M),$(filter $(UNAME_M),x86_64 i686 amd64))
|
|
# Use all CPU extensions that are available:
|
|
CFLAGS += -march=native -mtune=native
|
|
CXXFLAGS += -march=native -mtune=native
|
|
|
|
# Usage AVX-only
|
|
#CFLAGS += -mfma -mf16c -mavx
|
|
#CXXFLAGS += -mfma -mf16c -mavx
|
|
|
|
# Usage SSSE3-only (Not is SSE3!)
|
|
#CFLAGS += -mssse3
|
|
#CXXFLAGS += -mssse3
|
|
endif
|
|
|
|
ifneq ($(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_K_QUANTS
|
|
CFLAGS += -DGGML_USE_K_QUANTS
|
|
CXXFLAGS += -DGGML_USE_K_QUANTS
|
|
OBJS += k_quants.o
|
|
ifdef LLAMA_QKK_64
|
|
CFLAGS += -DGGML_QKK_64
|
|
CXXFLAGS += -DGGML_QKK_64
|
|
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 # LLAMA_NO_ACCELERATE
|
|
|
|
ifdef LLAMA_MPI
|
|
CFLAGS += -DGGML_USE_MPI -Wno-cast-qual
|
|
CXXFLAGS += -DGGML_USE_MPI -Wno-cast-qual
|
|
OBJS += ggml-mpi.o
|
|
endif # LLAMA_MPI
|
|
|
|
ifdef LLAMA_OPENBLAS
|
|
CFLAGS += -DGGML_USE_OPENBLAS $(shell pkg-config --cflags openblas)
|
|
LDFLAGS += $(shell pkg-config --libs openblas)
|
|
endif # LLAMA_OPENBLAS
|
|
|
|
ifdef LLAMA_BLIS
|
|
CFLAGS += -DGGML_USE_OPENBLAS -I/usr/local/include/blis -I/usr/include/blis
|
|
LDFLAGS += -lblis -L/usr/local/lib
|
|
endif # LLAMA_BLIS
|
|
|
|
ifdef LLAMA_CUBLAS
|
|
CFLAGS += -DGGML_USE_CUBLAS -I/usr/local/cuda/include -I/opt/cuda/include -I$(CUDA_PATH)/targets/x86_64-linux/include
|
|
CXXFLAGS += -DGGML_USE_CUBLAS -I/usr/local/cuda/include -I/opt/cuda/include -I$(CUDA_PATH)/targets/x86_64-linux/include
|
|
LDFLAGS += -lcublas -lculibos -lcudart -lcublasLt -lpthread -ldl -lrt -L/usr/local/cuda/lib64 -L/opt/cuda/lib64 -L$(CUDA_PATH)/targets/x86_64-linux/lib
|
|
OBJS += ggml-cuda.o
|
|
NVCCFLAGS = --forward-unknown-to-host-compiler -use_fast_math
|
|
ifdef LLAMA_CUDA_NVCC
|
|
NVCC = $(LLAMA_CUDA_NVCC)
|
|
else
|
|
NVCC = nvcc
|
|
endif #LLAMA_CUDA_NVCC
|
|
ifdef CUDA_DOCKER_ARCH
|
|
NVCCFLAGS += -Wno-deprecated-gpu-targets -arch=$(CUDA_DOCKER_ARCH)
|
|
else
|
|
NVCCFLAGS += -arch=native
|
|
endif # CUDA_DOCKER_ARCH
|
|
ifdef LLAMA_CUDA_FORCE_DMMV
|
|
NVCCFLAGS += -DGGML_CUDA_FORCE_DMMV
|
|
endif # LLAMA_CUDA_FORCE_DMMV
|
|
ifdef LLAMA_CUDA_DMMV_X
|
|
NVCCFLAGS += -DGGML_CUDA_DMMV_X=$(LLAMA_CUDA_DMMV_X)
|
|
else
|
|
NVCCFLAGS += -DGGML_CUDA_DMMV_X=32
|
|
endif # LLAMA_CUDA_DMMV_X
|
|
ifdef LLAMA_CUDA_MMV_Y
|
|
NVCCFLAGS += -DGGML_CUDA_MMV_Y=$(LLAMA_CUDA_MMV_Y)
|
|
else ifdef LLAMA_CUDA_DMMV_Y
|
|
NVCCFLAGS += -DGGML_CUDA_MMV_Y=$(LLAMA_CUDA_DMMV_Y) # for backwards compatibility
|
|
else
|
|
NVCCFLAGS += -DGGML_CUDA_MMV_Y=1
|
|
endif # LLAMA_CUDA_MMV_Y
|
|
ifdef LLAMA_CUDA_F16
|
|
NVCCFLAGS += -DGGML_CUDA_F16
|
|
endif # LLAMA_CUDA_F16
|
|
ifdef LLAMA_CUDA_DMMV_F16
|
|
NVCCFLAGS += -DGGML_CUDA_F16
|
|
endif # LLAMA_CUDA_DMMV_F16
|
|
ifdef LLAMA_CUDA_KQUANTS_ITER
|
|
NVCCFLAGS += -DK_QUANTS_PER_ITERATION=$(LLAMA_CUDA_KQUANTS_ITER)
|
|
else
|
|
NVCCFLAGS += -DK_QUANTS_PER_ITERATION=2
|
|
endif
|
|
ifdef LLAMA_CUDA_MMQ_Y
|
|
NVCCFLAGS += -DGGML_CUDA_MMQ_Y=$(LLAMA_CUDA_MMQ_Y)
|
|
else
|
|
NVCCFLAGS += -DGGML_CUDA_MMQ_Y=64
|
|
endif # LLAMA_CUDA_MMQ_Y
|
|
#ifdef LLAMA_CUDA_CUBLAS
|
|
# NVCCFLAGS += -DGGML_CUDA_CUBLAS
|
|
#endif # LLAMA_CUDA_CUBLAS
|
|
ifdef LLAMA_CUDA_CCBIN
|
|
NVCCFLAGS += -ccbin $(LLAMA_CUDA_CCBIN)
|
|
endif
|
|
ggml-cuda.o: ggml-cuda.cu ggml-cuda.h
|
|
$(NVCC) $(NVCCFLAGS) $(subst -Ofast,-O3,$(CXXFLAGS)) -Wno-pedantic -c $< -o $@
|
|
endif # LLAMA_CUBLAS
|
|
|
|
ifdef LLAMA_CLBLAST
|
|
|
|
CFLAGS += -DGGML_USE_CLBLAST $(shell pkg-config --cflags clblast OpenCL)
|
|
CXXFLAGS += -DGGML_USE_CLBLAST $(shell pkg-config --cflags clblast OpenCL)
|
|
|
|
# Mac provides OpenCL as a framework
|
|
ifeq ($(UNAME_S),Darwin)
|
|
LDFLAGS += -lclblast -framework OpenCL
|
|
else
|
|
LDFLAGS += $(shell pkg-config --libs clblast OpenCL)
|
|
endif
|
|
OBJS += ggml-opencl.o
|
|
|
|
ggml-opencl.o: ggml-opencl.cpp ggml-opencl.h
|
|
$(CXX) $(CXXFLAGS) -c $< -o $@
|
|
endif # LLAMA_CLBLAST
|
|
|
|
ifdef LLAMA_METAL
|
|
CFLAGS += -DGGML_USE_METAL -DGGML_METAL_NDEBUG
|
|
CXXFLAGS += -DGGML_USE_METAL
|
|
LDFLAGS += -framework Foundation -framework Metal -framework MetalKit -framework MetalPerformanceShaders
|
|
OBJS += ggml-metal.o
|
|
endif # LLAMA_METAL
|
|
|
|
ifneq ($(filter aarch64%,$(UNAME_M)),)
|
|
# Apple M1, M2, etc.
|
|
# Raspberry Pi 3, 4, Zero 2 (64-bit)
|
|
CFLAGS += -mcpu=native
|
|
CXXFLAGS += -mcpu=native
|
|
endif
|
|
|
|
ifneq ($(filter armv6%,$(UNAME_M)),)
|
|
# Raspberry Pi 1, Zero
|
|
CFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access
|
|
endif
|
|
|
|
ifneq ($(filter armv7%,$(UNAME_M)),)
|
|
# Raspberry Pi 2
|
|
CFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access -funsafe-math-optimizations
|
|
endif
|
|
|
|
ifneq ($(filter armv8%,$(UNAME_M)),)
|
|
# Raspberry Pi 3, 4, Zero 2 (32-bit)
|
|
CFLAGS += -mfp16-format=ieee -mno-unaligned-access
|
|
endif
|
|
|
|
ifdef LLAMA_METAL
|
|
ggml-metal.o: ggml-metal.m ggml-metal.h
|
|
$(CC) $(CFLAGS) -c $< -o $@
|
|
endif # LLAMA_METAL
|
|
|
|
ifdef LLAMA_MPI
|
|
ggml-mpi.o: ggml-mpi.c ggml-mpi.h
|
|
$(CC) $(CFLAGS) -c $< -o $@
|
|
endif # LLAMA_MPI
|
|
|
|
ifdef LLAMA_NO_K_QUANTS
|
|
k_quants.o: k_quants.c k_quants.h
|
|
$(CC) $(CFLAGS) -c $< -o $@
|
|
endif # LLAMA_NO_K_QUANTS
|
|
|
|
#
|
|
# 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 )
|
|
|
|
#
|
|
# Build library
|
|
#
|
|
|
|
ggml.o: ggml.c ggml.h ggml-cuda.h
|
|
$(CC) $(CFLAGS) -c $< -o $@
|
|
|
|
ggml-alloc.o: ggml-alloc.c ggml.h ggml-alloc.h
|
|
$(CC) $(CFLAGS) -c $< -o $@
|
|
|
|
OBJS += ggml-alloc.o
|
|
|
|
llama.o: llama.cpp ggml.h ggml-alloc.h ggml-cuda.h ggml-metal.h llama.h llama-util.h
|
|
$(CXX) $(CXXFLAGS) -c $< -o $@
|
|
|
|
common.o: examples/common.cpp examples/common.h
|
|
$(CXX) $(CXXFLAGS) -c $< -o $@
|
|
|
|
grammar-parser.o: examples/grammar-parser.cpp examples/grammar-parser.h
|
|
$(CXX) $(CXXFLAGS) -c $< -o $@
|
|
|
|
libllama.so: llama.o ggml.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -shared -fPIC -o $@ $^ $(LDFLAGS)
|
|
|
|
clean:
|
|
rm -vf *.o *.so *.dll main quantize quantize-stats perplexity embedding benchmark-matmult save-load-state server simple vdot train-text-from-scratch embd-input-test build-info.h $(TEST_TARGETS)
|
|
|
|
#
|
|
# Examples
|
|
#
|
|
|
|
main: examples/main/main.cpp build-info.h ggml.o llama.o common.o grammar-parser.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
@echo
|
|
@echo '==== Run ./main -h for help. ===='
|
|
@echo
|
|
|
|
simple: examples/simple/simple.cpp build-info.h ggml.o llama.o common.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
quantize: examples/quantize/quantize.cpp build-info.h ggml.o llama.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
quantize-stats: examples/quantize-stats/quantize-stats.cpp build-info.h ggml.o llama.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
perplexity: examples/perplexity/perplexity.cpp build-info.h ggml.o llama.o common.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
embedding: examples/embedding/embedding.cpp build-info.h ggml.o llama.o common.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
save-load-state: examples/save-load-state/save-load-state.cpp build-info.h ggml.o llama.o common.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
server: examples/server/server.cpp examples/server/httplib.h examples/server/json.hpp examples/server/index.html.hpp examples/server/index.js.hpp examples/server/completion.js.hpp build-info.h ggml.o llama.o common.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -Iexamples/server $(filter-out %.h,$(filter-out %.hpp,$^)) -o $@ $(LDFLAGS) $(LWINSOCK2)
|
|
|
|
$(LIB_PRE)embdinput$(DSO_EXT): examples/embd-input/embd-input.h examples/embd-input/embd-input-lib.cpp build-info.h ggml.o llama.o common.o $(OBJS)
|
|
$(CXX) --shared $(CXXFLAGS) $(filter-out %.h,$(filter-out %.hpp,$^)) -o $@ $(LDFLAGS)
|
|
|
|
|
|
embd-input-test: $(LIB_PRE)embdinput$(DSO_EXT) examples/embd-input/embd-input-test.cpp build-info.h ggml.o llama.o common.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %$(DSO_EXT),$(filter-out %.h,$(filter-out %.hpp,$^))) -o $@ $(LDFLAGS) -L. -lembdinput
|
|
|
|
train-text-from-scratch: examples/train-text-from-scratch/train-text-from-scratch.cpp build-info.h ggml.o llama.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
build-info.h: $(wildcard .git/index) scripts/build-info.sh
|
|
@sh scripts/build-info.sh > $@.tmp
|
|
@if ! cmp -s $@.tmp $@; then \
|
|
mv $@.tmp $@; \
|
|
else \
|
|
rm $@.tmp; \
|
|
fi
|
|
|
|
#
|
|
# Tests
|
|
#
|
|
|
|
tests: $(TEST_TARGETS)
|
|
|
|
benchmark-matmult: examples/benchmark/benchmark-matmult.cpp build-info.h ggml.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
./$@
|
|
|
|
vdot: pocs/vdot/vdot.cpp ggml.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $^ -o $@ $(LDFLAGS)
|
|
|
|
tests/test-double-float: tests/test-double-float.c build-info.h ggml.o llama.o common.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.txt,$^) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-grad0: tests/test-grad0.c build-info.h ggml.o llama.o common.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.txt,$^) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-opt: tests/test-opt.c build-info.h ggml.o llama.o common.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.txt,$^) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-quantize-fns: tests/test-quantize-fns.cpp build-info.h ggml.o llama.o common.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.txt,$^) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-quantize-perf: tests/test-quantize-perf.cpp build-info.h ggml.o llama.o common.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.txt,$^) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-sampling: tests/test-sampling.cpp build-info.h ggml.o llama.o common.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.txt,$^) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-tokenizer-0: tests/test-tokenizer-0.cpp build-info.h ggml.o llama.o common.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.txt,$^) -o $@ $(LDFLAGS)
|