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.PHONY: test clean
INCLUDE_PATH := $(abspath ./)
LIBRARY_PATH := $(abspath ./)
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 := $(warning Your arch is announced as x86_64, but it seems to actually be ARM64. Not fixing that can lead to bad performance. For more info see: https://github.com/ggerganov/whisper.cpp/issues/66\#issuecomment-1282546789)
endif
endif
endif
#
# Compile flags
#
BUILD_TYPE?=
BUILD_LINKAGE?=static
# keep standard at C11 and C++17
CFLAGS = -I./llama.cpp -I. -O3 -DNDEBUG -std=c11 -fPIC
CXXFLAGS = -I./llama.cpp -I. -I./llama.cpp/common -I./common -I./llama.cpp/ggml/include -I./llama.cpp/include -I./llama.cpp/vendor -O3 -DNDEBUG -std=c++17 -fPIC
LDFLAGS =
# warnings
CFLAGS += -Wall -Wextra -Wpedantic -Wcast-qual -Wdouble-promotion -Wshadow -Wstrict-prototypes -Wpointer-arith -Wno-unused-function
CXXFLAGS += -Wall -Wextra -Wpedantic -Wcast-qual -Wno-unused-function
# OS specific
# TODO: support Windows
ifeq ($(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 ($(UNAME_S),Haiku)
CFLAGS += -pthread
CXXFLAGS += -pthread
endif
# GPGPU specific
GGML_CUDA_OBJ_PATH=ggml/src/ggml-cuda/CMakeFiles/ggml-cuda.dir/ggml-cuda.cu.o
# Architecture specific
# TODO: probably these flags need to be tweaked on some architectures
# feel free to update the Makefile for your architecture and send a pull request or issue
ifeq ($(UNAME_M),$(filter $(UNAME_M),x86_64 i686))
# Use all CPU extensions that are available:
CFLAGS += -march=native -mtune=native
endif
ifneq ($(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%,$(UNAME_M)),)
# Raspberry Pi 4
CFLAGS += -mfp16-format=ieee -mno-unaligned-access
endif
ifeq ($(BUILD_TYPE),openblas)
EXTRA_LIBS=
CMAKE_ARGS+=-DGGML_BLAS=ON -DGGML_BLAS_VENDOR=OpenBLAS -DBLAS_INCLUDE_DIRS=/usr/include/openblas
endif
ifeq ($(BUILD_TYPE),blis)
EXTRA_LIBS=
CMAKE_ARGS+=-DGGML_BLAS=ON -DGGML_BLAS_VENDOR=FLAME
endif
ifeq ($(BUILD_TYPE),cublas)
EXTRA_LIBS=
CMAKE_ARGS+=-DGGML_CUDA=ON -DGGML_CUDA_FA_ALL_QUANTS=ON -DGGML_CUDA_GRAPHS=ON
CXXFLAGS+=-DGGML_USE_CUDA
ifdef CUDA_ARCHITECTURES
CMAKE_ARGS+=-DCMAKE_CUDA_ARCHITECTURES="$(CUDA_ARCHITECTURES)"
endif
EXTRA_TARGETS+=llama.cpp/ggml-cuda.o
BACKEND_STATIC_LIBS=build/ggml/src/ggml-cuda/libggml-cuda.a
BACKEND_SHARED_LIBS=build/bin/libggml-cuda.so
BACKEND_SHARED_BASENAMES=libggml-cuda.so
endif
ifeq ($(BUILD_TYPE),hipblas)
ROCM_HOME ?= "/opt/rocm"
CXX="$(ROCM_HOME)"/llvm/bin/clang++
CC="$(ROCM_HOME)"/llvm/bin/clang
EXTRA_LIBS=
GPU_TARGETS ?= gfx900,gfx90a,gfx1030,gfx1031,gfx1100
AMDGPU_TARGETS ?= "$(GPU_TARGETS)"
CMAKE_ARGS+=-DGGML_HIP=ON -DAMDGPU_TARGETS="$(AMDGPU_TARGETS)" -DGPU_TARGETS="$(GPU_TARGETS)"
CXXFLAGS+=-DGGML_USE_HIP
EXTRA_TARGETS+=llama.cpp/ggml-cuda.o
GGML_CUDA_OBJ_PATH=ggml/src/ggml-hip/CMakeFiles/ggml-hip.dir/ggml-cuda.cu.o
BACKEND_STATIC_LIBS=build/ggml/src/ggml-hip/libggml-hip.a
BACKEND_SHARED_LIBS=build/bin/libggml-hip.so
BACKEND_SHARED_BASENAMES=libggml-hip.so
endif
ifeq ($(BUILD_TYPE),clblas)
EXTRA_LIBS=
CMAKE_ARGS+=-DGGML_OPENCL=ON
EXTRA_TARGETS+=llama.cpp/ggml-opencl.o
BACKEND_STATIC_LIBS=build/ggml/src/ggml-opencl/libggml-opencl.a
BACKEND_SHARED_LIBS=build/bin/libggml-opencl.so
BACKEND_SHARED_BASENAMES=libggml-opencl.so
endif
ifeq ($(BUILD_TYPE),metal)
EXTRA_LIBS=
CGO_LDFLAGS+="-framework Accelerate -framework Foundation -framework Metal -framework MetalKit -framework MetalPerformanceShaders"
CMAKE_ARGS+=-DGGML_METAL=ON
EXTRA_TARGETS+=llama.cpp/ggml-metal.o
BACKEND_STATIC_LIBS=build/ggml/src/ggml-metal/libggml-metal.a build/ggml/src/ggml-blas/libggml-blas.a
BACKEND_SHARED_LIBS=build/bin/libggml-metal.dylib
BACKEND_SHARED_BASENAMES=libggml-metal.dylib
endif
ifeq ($(BUILD_TYPE),vulkan)
EXTRA_LIBS=
CMAKE_ARGS+=-DGGML_VULKAN=ON
BACKEND_STATIC_LIBS=build/ggml/src/ggml-vulkan/libggml-vulkan.a
BACKEND_SHARED_LIBS=build/bin/libggml-vulkan.so
BACKEND_SHARED_BASENAMES=libggml-vulkan.so
endif
ifeq ($(BUILD_TYPE),sycl)
EXTRA_LIBS=
CMAKE_ARGS+=-DGGML_SYCL=ON
BACKEND_STATIC_LIBS=build/ggml/src/ggml-sycl/libggml-sycl.a
BACKEND_SHARED_LIBS=build/bin/libggml-sycl.so
BACKEND_SHARED_BASENAMES=libggml-sycl.so
endif
ifdef CLBLAST_DIR
CMAKE_ARGS+=-DCLBlast_dir=$(CLBLAST_DIR)
endif
# Static linkage is the default. Translate BUILD_LINKAGE=static into the cmake
# arg upstream needs. Users can override by setting BUILD_LINKAGE=shared (.so files
# get copied into the workspace; runtime requires the libraries to be discoverable,
# which the shared-mode CGO LDFLAGS handle via -Wl,-rpath,$$ORIGIN).
ifeq ($(BUILD_LINKAGE),static)
CMAKE_ARGS+=-DBUILD_SHARED_LIBS=OFF
endif
# Common library files (always copied regardless of backend).
# Note llama-common-base is a separate static archive that holds llama_build_*
# symbols (build-info.cpp). In shared mode it gets folded into libllama-common.so,
# but in static mode it must be linked separately.
COMMON_STATIC_LIBS = build/common/libllama-common.a build/common/libllama-common-base.a build/src/libllama.a build/ggml/src/libggml.a build/ggml/src/libggml-base.a build/ggml/src/libggml-cpu.a
COMMON_SHARED_LIBS = build/bin/libllama-common.so build/bin/libllama.so build/bin/libggml.so build/bin/libggml-base.so build/bin/libggml-cpu.so
COMMON_SHARED_BASENAMES = libllama-common.so libllama.so libggml.so libggml-base.so libggml-cpu.so
# TODO: support Windows
ifeq ($(GPU_TESTS),true)
CGO_LDFLAGS="-lcublas -lcudart -L/usr/local/cuda/lib64/"
TEST_LABEL=gpu
else
TEST_LABEL=!gpu
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 CGO_LDFLAGS: $(CGO_LDFLAGS))
$(info I LDFLAGS: $(LDFLAGS))
$(info I BUILD_TYPE: $(BUILD_TYPE))
$(info I BUILD_LINKAGE: $(BUILD_LINKAGE))
$(info I CMAKE_ARGS: $(CMAKE_ARGS))
$(info I EXTRA_TARGETS: $(EXTRA_TARGETS))
$(info I CC: $(CCV))
$(info I CXX: $(CXXV))
$(info )
# Use this if you want to set the default behavior
llama.cpp/ggml-alloc.o: llama.cpp/ggml.o
cd build && cp -rf ggml/src/CMakeFiles/ggml-base.dir/ggml-alloc.c.o ../llama.cpp/ggml-alloc.o
llama.cpp/ggml.o:
mkdir -p build
cd build && CC="$(CC)" CXX="$(CXX)" cmake ../llama.cpp $(CMAKE_ARGS) -DLLAMA_CURL=OFF && VERBOSE=1 cmake --build . --config Release --target ggml llama && cp -rf ggml/src/CMakeFiles/ggml-base.dir/ggml.c.o ../llama.cpp/ggml.o
llama.cpp/ggml-cuda.o: llama.cpp/ggml.o
cd build && cp -rf "$(GGML_CUDA_OBJ_PATH)" ../llama.cpp/ggml-cuda.o
llama.cpp/ggml-opencl.o: llama.cpp/ggml.o
cd build && cp -rf CMakeFiles/ggml.dir/ggml-opencl.cpp.o ../llama.cpp/ggml-opencl.o
llama.cpp/ggml-metal.o: llama.cpp/ggml.o
cd build && cp -rf CMakeFiles/ggml.dir/ggml-metal.m.o ../llama.cpp/ggml-metal.o
llama.cpp/k_quants.o: llama.cpp/ggml.o
cd build && cp -rf ggml/src/CMakeFiles/ggml-base.dir/ggml-quants.c.o ../llama.cpp/k_quants.o
llama.cpp/llama.o: llama.cpp/ggml.o
cd build && cp -rf src/CMakeFiles/llama.dir/llama.cpp.o ../llama.cpp/llama.o
llama.cpp/common.o: llama.cpp/ggml.o
$(CXX) $(CXXFLAGS) -I./llama.cpp -I./llama.cpp/common -I./llama.cpp/ggml/include -I./llama.cpp/include llama.cpp/common/common.cpp -o llama.cpp/common.o -c $(LDFLAGS)
llama.cpp/sampling.o: llama.cpp/ggml.o
$(CXX) $(CXXFLAGS) -I./llama.cpp -I./llama.cpp/common -I./llama.cpp/ggml/include -I./llama.cpp/include llama.cpp/common/sampling.cpp -o llama.cpp/sampling.o -c $(LDFLAGS)
llama.cpp/log.o: llama.cpp/ggml.o
$(CXX) $(CXXFLAGS) -I./llama.cpp -I./llama.cpp/common -I./llama.cpp/ggml/include -I./llama.cpp/include llama.cpp/common/log.cpp -o llama.cpp/log.o -c $(LDFLAGS)
wrapper.o:
$(CXX) $(CXXFLAGS) -I./llama.cpp -I./llama.cpp/common -I./llama.cpp/ggml/include -I./llama.cpp/include wrapper.cpp -o wrapper.o -c $(LDFLAGS)
# Vendored llama.cpp headers. Consumers fetching this repo through the Go module
# proxy don't get the llama.cpp git submodule, so wrapper.cpp's #include
# "llama.cpp/..." paths fail to resolve at their build time. We mirror the small
# subset of headers wrapper.cpp transitively pulls in into cgo_headers/, ship
# that directory through the module, and the cgo build system adds -I./cgo_headers
# to its CFLAGS (see linkage_*.go) so the includes resolve from there as a
# fallback when the submodule isn't present.
#
# A sentinel file is touched after vendoring so the libbinding.a build can
# depend on the headers being present without having to track every individual
# header. Refresh after a submodule bump with `make vendor-headers` (or simply
# `make clean && make libbinding.a` — clean wipes cgo_headers/ and the next
# build re-vendors from the current submodule state).
.PHONY: vendor-headers
vendor-headers cgo_headers/.vendored:
@echo "Vendoring llama.cpp headers into cgo_headers/..."
rm -rf cgo_headers
mkdir -p cgo_headers/llama.cpp/thirdparty
# Mirror include/, ggml/include/ and common/ verbatim. The submodule's
# vendor/ subtree is renamed to thirdparty/ in our copy because Go's module
# zip excludes any nested directory named "vendor" (reserved for Go's
# vendoring mechanism).
cd llama.cpp && find include ggml/include common \
\( -name '*.h' -o -name '*.hpp' -o -name '*.inl' \) -print0 | \
tar --null --files-from=- -cf - | tar -xf - -C ../cgo_headers/llama.cpp
cd llama.cpp/vendor && find . \
\( -name '*.h' -o -name '*.hpp' -o -name '*.inl' \) -print0 | \
tar --null --files-from=- -cf - | tar -xf - -C ../../cgo_headers/llama.cpp/thirdparty
@touch cgo_headers/.vendored
# All Go bindings are now handled through wrapper.cpp
libbinding.a: cgo_headers/.vendored llama.cpp/ggml.o wrapper.o $(EXTRA_TARGETS)
cd build && cmake --build . --target llama-common
ar crs libbinding.a wrapper.o $(EXTRA_TARGETS)
ifeq ($(BUILD_LINKAGE),static)
@echo "Copying static libraries (BUILD_LINKAGE=static)..."
cp $(COMMON_STATIC_LIBS) .
ifneq ($(BACKEND_STATIC_LIBS),)
cp $(BACKEND_STATIC_LIBS) .
endif
else
@echo "Copying shared libraries (BUILD_LINKAGE=shared)..."
cp $(COMMON_SHARED_LIBS) .
@for lib in $(COMMON_SHARED_BASENAMES); do ln -sf $$lib $$lib.0; done
ifneq ($(BACKEND_SHARED_LIBS),)
cp $(BACKEND_SHARED_LIBS) .
@for lib in $(BACKEND_SHARED_BASENAMES); do ln -sf $$lib $$lib.0; done
endif
endif
clean:
rm -rf *.o
rm -rf *.a
rm -rf *.so *.so.0
rm -rf llama.cpp/*.o
rm -rf cgo_headers
cd llama.cpp && git checkout -- . && git clean -fd
rm -rf build
ggllm-test-model.bin:
wget -q https://huggingface.co/TheBloke/CodeLlama-7B-Instruct-GGUF/resolve/main/codellama-7b-instruct.Q2_K.gguf -O ggllm-test-model.bin
test: ggllm-test-model.bin libbinding.a
C_INCLUDE_PATH=${INCLUDE_PATH} CGO_LDFLAGS=${CGO_LDFLAGS} LIBRARY_PATH=${LIBRARY_PATH} TEST_MODEL=ggllm-test-model.bin go run github.com/onsi/ginkgo/v2/ginkgo --label-filter="$(TEST_LABEL)" --flake-attempts 5 -v -r ./...