* Vulkan loader code * Fix matmul kernel, continue implementation * Continue implementation * Vulkan memory management * Vulkan development * Matmul call * Add aligned malloc and free for VMA * Continue implementation * First matmul success * GEMM Kernel optimization * 1D Blocktiling * 2D Blocktiling * Write coalescing * Continue vulkan implementation and optimization * First FP16 attempt, disabled for now * Code abstraction, FP16 implementation, fix kernel, add FP16 to FP32 kernel * Enable device extensions properly, restore fp16 matmul op * Fix mulmat_f16 * Output FP32 in fp16 matmul shader * Fix f16_to_f32 kernel * dequant_q4_0 kernel * Add VMA library * Avoid requesting dedicated memory, VMA can decide that by itself * Add bounds checking to matmul kernels, improve implementation, fix command buffers not freed properly * add cmake commands * Add 2d write operation, profiling code * Fix 2d write * Fix queue selection for AMD RADV * Fix trailing whitespace in vk_mem_alloc.h * Add WIP warp tile mat mul shaders * Disable glslc optimization * Disable glslc optimization for CMake * Optimize warptile matmul shader, replace blocktile with it * Add split-k optimization for small matrix multiplication Use semaphores for synchronization instead of fences or waitidle Rework async write/read for synchronization * Fix validation errors, improve compatibility with AMD GPUs * Rework command buffer handling * Variable matmul kernel using specialization constants * Fix synchronization on AMD, add barriers for buffer ownership transfer, add debug flag and prints * Reuse semaphores * Handle stage flags during command buffer submission properly * Increase matmul test runs for consistent results * Fix F32 matmul * Add vectorized loading and zeropadding for matrix multiplication * Use pinned memory for f16 preprocessing * Don't force aligned matmul * Don't free before queue done * Replace VMA library with native Vulkan buffer management * Basic offloading support with mul_f32 and dmmv for q4_0 * Run glslc commands in parallel * Unroll loops in dmmv shader * Reduce usage of waitIdle * Reuse pinned allocation for f16 conversion * Handle devices with only a single queue * Fix trailing whitespace in CMakeLists.txt * Allow parallel execution of kernels, parallelize third and fourth dimension calls * Add fallback for devices only supporting one DescriptorSet per DescriptorPool * Move to graph function similar to CUDA implementation * Use F16 kernel for most things, replace q_f32 with mul_mat_q_f16 function * Add F32 dmmv shaders * Batch submissions * Add .spv to gitignore * Split off matrix vector multiplication for separate optimization * Use single command buffer for matrix vector multiplication ops * Reduce overhead of mul_f32 calls by using a single command buffer * Add submission batching to mul_f32 * Fix tests * Add missing barrier * Add further missing barrier * Add further ops * Replace vk::QueueFamilyIgnored with VK_QUEUE_FAMILY_IGNORED to support more Vulkan header versions * Remove unnecessary cblas link * Fix descriptor set pre-allocation assert * Add runtime shader compilation, start transferring shaders to this approach * Transfer remaining shaders to header and compile on runtime * Fix fp32 fallback if device doesn't support fp16, add force disable env var GGML_VULKAN_DISABLE_F16 * Add support for q4_1, q5_0, q5_1 and q8_0 * Remove unnecessary scalar layout extension * Parse graph early to pre-record command buffers * Add q6_k support * Add multi-submit for command buffers * Fix q6_k dequant shader for AMD * Fix q6_k for GPUs without fp16 support * Simplify q6_k fp16 fix * Minor fixes * Fix wg_denom of m-mulmat shaders * Add Python-based Vulkan shader generator * Replace shaderc dependency with precompiled shaders Fix python script to generate shaders * Clean up code * Fix shader generator script Windows compatibility Co-authored-by: Concedo <39025047+LostRuins@users.noreply.github.com> * Close file before deletion * Fix vulkan shader fp32 name * Add q2_k and q3_k support Add validation check to compare shader results to cpu results * Add q4_k support * Add q5_k support * Bake SPIR-V bytecode into the library instead of loading shaders from file * Switch to signal semaphores for flexibility Prepare broadcasting support for mul mat * Finish broadcasting mul mat support for GQA * Clean up unused functions Add repeat op * Add further ops, not yet enabled. Improve semaphore code * Reduce number of used semaphores by utilizing timelines more properly * Remove queue information * Reuse timeline semaphores, allow parallel operation with binary semaphores to work around nvidia driver limitations * Add Vulkan to llama-bench * Remove cblas dependency * Fix matmul k-split bug * Fix q4_k dmmv K_QUANTS_PER_ITERATION 1 shader * Add RMS Norm shader, rework op_f32 shader setup, fix matmul bug * Fix issues with float16 overflows in shaders * Fix issues with older Vulkan headers on Ubuntu 22.04 * Allow multi-op partial offloading by parsing the graph to preallocate enough between-op buffers * Implement further ops, rework op_f32 calls, fix bugs * Finish full offloading support, add last remaining ops, fix bugs, remove redundant code * Upload generated file ggml-vulkan-shaders.hpp, remove redundant shaders * Merge upstream changes, fix conflicts, adapt soft_max op * Fix Python and shader header format * Free model gpu buffers on exit * Use single queue per device to simplify code * Add matmul shader support for running multiple calculations in parallel * Switch from semaphore-synchronized multiple command buffers per op to single command buffer for multiple ops, whole graph if possible * Fix missing event cast * Replace uint64_t(-1) with UINT64_MAX, rename function for clarity * Fix warning about empty C function parameters * Fix compiler warnings * Properly implement Vulkan backend buffer handling * Fix oversized host staging buffers * Simplify barrier synchronization calls * Fix gcc warnings * Implement max_size for backend buffer types to limit the size of a single allocation * Use min of maxMemoryAllocationSize and maxBufferSize for device max allocation size * refactor multi buf * Disable unsupported ops to fix tests * Check for maintenance4 support before using it * Handle devices with only a single queue * Fix single queue logic * propagate buffer usage in multi buffers * Implement rope_neox op * Cleanup header and other files * Simplify gpu_extras by removing events and putting staging memcpys into contexts * Move queue into context Add not-yet-enabled async backend ops * Simplify context use, optimize matmul shader for warp size 64 (AMD GCN), fix split_k matmul shader optimization * Add get_max_size to SYCL backend. Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> * llama : fix trailing whitespace --------- Co-authored-by: Henri Vasserman <henv@hot.ee> Co-authored-by: Concedo <39025047+LostRuins@users.noreply.github.com> Co-authored-by: slaren <slarengh@gmail.com> Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
769 lines
26 KiB
Makefile
769 lines
26 KiB
Makefile
# Define the default target now so that it is always the first target
|
|
BUILD_TARGETS = \
|
|
main quantize quantize-stats perplexity imatrix embedding vdot q8dot train-text-from-scratch convert-llama2c-to-ggml \
|
|
simple batched batched-bench save-load-state server gguf llama-bench libllava.a llava-cli baby-llama beam-search \
|
|
speculative infill tokenize benchmark-matmult parallel finetune export-lora lookahead lookup passkey tests/test-c.o
|
|
|
|
# Binaries only useful for tests
|
|
TEST_TARGETS = \
|
|
tests/test-llama-grammar tests/test-grammar-parser 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-llama \
|
|
tests/test-tokenizer-0-falcon tests/test-tokenizer-1-llama tests/test-tokenizer-1-bpe tests/test-rope \
|
|
tests/test-backend-ops tests/test-model-load-cancel tests/test-autorelease
|
|
|
|
# Code coverage output files
|
|
COV_TARGETS = *.gcno tests/*.gcno *.gcda tests/*.gcda *.gcov tests/*.gcov lcov-report gcovr-report
|
|
|
|
ifndef UNAME_S
|
|
UNAME_S := $(shell uname -s)
|
|
endif
|
|
|
|
ifndef UNAME_P
|
|
UNAME_P := $(shell uname -p)
|
|
endif
|
|
|
|
ifndef UNAME_M
|
|
UNAME_M := $(shell uname -m)
|
|
endif
|
|
|
|
# Mac OS + Arm can report x86_64
|
|
# ref: https://github.com/ggerganov/whisper.cpp/issues/66#issuecomment-1282546789
|
|
ifeq ($(UNAME_S),Darwin)
|
|
ifndef LLAMA_NO_METAL
|
|
LLAMA_METAL := 1
|
|
endif
|
|
|
|
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
|
|
|
|
default: $(BUILD_TARGETS)
|
|
|
|
test: $(TEST_TARGETS)
|
|
@failures=0; \
|
|
for test_target in $(TEST_TARGETS); do \
|
|
if [ "$$test_target" = "tests/test-tokenizer-0-llama" ]; then \
|
|
./$$test_target $(CURDIR)/models/ggml-vocab-llama.gguf; \
|
|
elif [ "$$test_target" = "tests/test-tokenizer-0-falcon" ]; then \
|
|
./$$test_target $(CURDIR)/models/ggml-vocab-falcon.gguf; \
|
|
elif [ "$$test_target" = "tests/test-tokenizer-1-llama" ]; then \
|
|
continue; \
|
|
elif [ "$$test_target" = "tests/test-tokenizer-1-bpe" ]; then \
|
|
continue; \
|
|
else \
|
|
echo "Running test $$test_target..."; \
|
|
./$$test_target; \
|
|
fi; \
|
|
if [ $$? -ne 0 ]; then \
|
|
printf 'Test %s FAILED!\n\n' $$test_target; \
|
|
failures=$$(( failures + 1 )); \
|
|
else \
|
|
printf 'Test %s passed.\n\n' $$test_target; \
|
|
fi; \
|
|
done; \
|
|
if [ $$failures -gt 0 ]; then \
|
|
printf '\n%s tests failed.\n' $$failures; \
|
|
exit 1; \
|
|
fi
|
|
@echo 'All tests passed.'
|
|
|
|
all: $(BUILD_TARGETS) $(TEST_TARGETS)
|
|
|
|
coverage: ## Run code coverage
|
|
gcov -pb tests/*.cpp
|
|
|
|
lcov-report: coverage ## Generate lcov report
|
|
mkdir -p lcov-report
|
|
lcov --capture --directory . --output-file lcov-report/coverage.info
|
|
genhtml lcov-report/coverage.info --output-directory lcov-report
|
|
|
|
gcovr-report: coverage ## Generate gcovr report
|
|
mkdir -p gcovr-report
|
|
gcovr --root . --html --html-details --output gcovr-report/coverage.html
|
|
|
|
ifdef RISCV_CROSS_COMPILE
|
|
CC := riscv64-unknown-linux-gnu-gcc
|
|
CXX := riscv64-unknown-linux-gnu-g++
|
|
endif
|
|
|
|
#
|
|
# Compile flags
|
|
#
|
|
|
|
# keep standard at C11 and C++11
|
|
MK_CPPFLAGS = -I. -Icommon
|
|
MK_CFLAGS = -std=c11 -fPIC
|
|
MK_CXXFLAGS = -std=c++11 -fPIC
|
|
|
|
# -Ofast tends to produce faster code, but may not be available for some compilers.
|
|
ifdef LLAMA_FAST
|
|
MK_CFLAGS += -Ofast
|
|
HOST_CXXFLAGS += -Ofast
|
|
MK_NVCCFLAGS += -O3
|
|
else
|
|
MK_CFLAGS += -O3
|
|
MK_CXXFLAGS += -O3
|
|
endif
|
|
|
|
# clock_gettime came in POSIX.1b (1993)
|
|
# CLOCK_MONOTONIC came in POSIX.1-2001 / SUSv3 as optional
|
|
# posix_memalign came in POSIX.1-2001 / SUSv3
|
|
# M_PI is an XSI extension since POSIX.1-2001 / SUSv3, came in XPG1 (1985)
|
|
MK_CPPFLAGS += -D_XOPEN_SOURCE=600
|
|
|
|
# Somehow in OpenBSD whenever POSIX conformance is specified
|
|
# some string functions rely on locale_t availability,
|
|
# which was introduced in POSIX.1-2008, forcing us to go higher
|
|
ifeq ($(UNAME_S),OpenBSD)
|
|
MK_CPPFLAGS += -U_XOPEN_SOURCE -D_XOPEN_SOURCE=700
|
|
endif
|
|
|
|
# Data types, macros and functions related to controlling CPU affinity and
|
|
# some memory allocation are available on Linux through GNU extensions in libc
|
|
ifeq ($(UNAME_S),Linux)
|
|
MK_CPPFLAGS += -D_GNU_SOURCE
|
|
endif
|
|
|
|
# RLIMIT_MEMLOCK came in BSD, is not specified in POSIX.1,
|
|
# and on macOS its availability depends on enabling Darwin extensions
|
|
# similarly on DragonFly, enabling BSD extensions is necessary
|
|
ifeq ($(UNAME_S),Darwin)
|
|
MK_CPPFLAGS += -D_DARWIN_C_SOURCE
|
|
endif
|
|
ifeq ($(UNAME_S),DragonFly)
|
|
MK_CPPFLAGS += -D__BSD_VISIBLE
|
|
endif
|
|
|
|
# alloca is a non-standard interface that is not visible on BSDs when
|
|
# POSIX conformance is specified, but not all of them provide a clean way
|
|
# to enable it in such cases
|
|
ifeq ($(UNAME_S),FreeBSD)
|
|
MK_CPPFLAGS += -D__BSD_VISIBLE
|
|
endif
|
|
ifeq ($(UNAME_S),NetBSD)
|
|
MK_CPPFLAGS += -D_NETBSD_SOURCE
|
|
endif
|
|
ifeq ($(UNAME_S),OpenBSD)
|
|
MK_CPPFLAGS += -D_BSD_SOURCE
|
|
endif
|
|
|
|
ifdef LLAMA_DEBUG
|
|
MK_CFLAGS += -O0 -g
|
|
MK_CXXFLAGS += -O0 -g
|
|
MK_LDFLAGS += -g
|
|
|
|
ifeq ($(UNAME_S),Linux)
|
|
MK_CXXFLAGS += -Wp,-D_GLIBCXX_ASSERTIONS
|
|
endif
|
|
else
|
|
MK_CPPFLAGS += -DNDEBUG
|
|
endif
|
|
|
|
ifdef LLAMA_SANITIZE_THREAD
|
|
MK_CFLAGS += -fsanitize=thread -g
|
|
MK_CXXFLAGS += -fsanitize=thread -g
|
|
MK_LDFLAGS += -fsanitize=thread -g
|
|
endif
|
|
|
|
ifdef LLAMA_SANITIZE_ADDRESS
|
|
MK_CFLAGS += -fsanitize=address -fno-omit-frame-pointer -g
|
|
MK_CXXFLAGS += -fsanitize=address -fno-omit-frame-pointer -g
|
|
MK_LDFLAGS += -fsanitize=address -fno-omit-frame-pointer -g
|
|
endif
|
|
|
|
ifdef LLAMA_SANITIZE_UNDEFINED
|
|
MK_CFLAGS += -fsanitize=undefined -g
|
|
MK_CXXFLAGS += -fsanitize=undefined -g
|
|
MK_LDFLAGS += -fsanitize=undefined -g
|
|
endif
|
|
|
|
ifdef LLAMA_SERVER_VERBOSE
|
|
MK_CPPFLAGS += -DSERVER_VERBOSE=$(LLAMA_SERVER_VERBOSE)
|
|
endif
|
|
|
|
|
|
ifdef LLAMA_CODE_COVERAGE
|
|
MK_CXXFLAGS += -fprofile-arcs -ftest-coverage -dumpbase ''
|
|
endif
|
|
|
|
ifdef LLAMA_DISABLE_LOGS
|
|
MK_CPPFLAGS += -DLOG_DISABLE_LOGS
|
|
endif # LLAMA_DISABLE_LOGS
|
|
|
|
# warnings
|
|
WARN_FLAGS = -Wall -Wextra -Wpedantic -Wcast-qual -Wno-unused-function
|
|
MK_CFLAGS += $(WARN_FLAGS) -Wshadow -Wstrict-prototypes -Wpointer-arith -Wmissing-prototypes -Werror=implicit-int \
|
|
-Werror=implicit-function-declaration
|
|
MK_CXXFLAGS += $(WARN_FLAGS) -Wmissing-declarations -Wmissing-noreturn
|
|
|
|
# this version of Apple ld64 is buggy
|
|
ifneq '' '$(findstring dyld-1015.7,$(shell $(CC) $(LDFLAGS) -Wl,-v 2>&1))'
|
|
MK_CPPFLAGS += -DHAVE_BUGGY_APPLE_LINKER
|
|
endif
|
|
|
|
# OS specific
|
|
# TODO: support Windows
|
|
ifneq '' '$(filter $(UNAME_S),Linux Darwin FreeBSD NetBSD OpenBSD Haiku)'
|
|
MK_CFLAGS += -pthread
|
|
MK_CXXFLAGS += -pthread
|
|
endif
|
|
|
|
# detect Windows
|
|
ifneq ($(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
|
|
MK_CFLAGS += -pg
|
|
MK_CXXFLAGS += -pg
|
|
endif
|
|
ifdef LLAMA_PERF
|
|
MK_CPPFLAGS += -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
|
|
|
|
ifndef RISCV
|
|
|
|
ifeq ($(UNAME_M),$(filter $(UNAME_M),x86_64 i686 amd64))
|
|
# Use all CPU extensions that are available:
|
|
MK_CFLAGS += -march=native -mtune=native
|
|
HOST_CXXFLAGS += -march=native -mtune=native
|
|
|
|
# Usage AVX-only
|
|
#MK_CFLAGS += -mfma -mf16c -mavx
|
|
#MK_CXXFLAGS += -mfma -mf16c -mavx
|
|
|
|
# Usage SSSE3-only (Not is SSE3!)
|
|
#MK_CFLAGS += -mssse3
|
|
#MK_CXXFLAGS += -mssse3
|
|
endif
|
|
|
|
ifneq '' '$(findstring mingw,$(shell $(CC) -dumpmachine))'
|
|
# The stack is only 16-byte aligned on Windows, so don't let gcc emit aligned moves.
|
|
# https://gcc.gnu.org/bugzilla/show_bug.cgi?id=54412
|
|
# https://github.com/ggerganov/llama.cpp/issues/2922
|
|
MK_CFLAGS += -Xassembler -muse-unaligned-vector-move
|
|
MK_CXXFLAGS += -Xassembler -muse-unaligned-vector-move
|
|
|
|
# Target Windows 8 for PrefetchVirtualMemory
|
|
MK_CPPFLAGS += -D_WIN32_WINNT=0x602
|
|
endif
|
|
|
|
ifneq ($(filter aarch64%,$(UNAME_M)),)
|
|
# Apple M1, M2, etc.
|
|
# Raspberry Pi 3, 4, Zero 2 (64-bit)
|
|
# Nvidia Jetson
|
|
MK_CFLAGS += -mcpu=native
|
|
MK_CXXFLAGS += -mcpu=native
|
|
JETSON_RELEASE_INFO = $(shell jetson_release)
|
|
ifdef JETSON_RELEASE_INFO
|
|
ifneq ($(filter TX2%,$(JETSON_RELEASE_INFO)),)
|
|
JETSON_EOL_MODULE_DETECT = 1
|
|
CC = aarch64-unknown-linux-gnu-gcc
|
|
cxx = aarch64-unknown-linux-gnu-g++
|
|
endif
|
|
endif
|
|
endif
|
|
|
|
ifneq ($(filter armv6%,$(UNAME_M)),)
|
|
# Raspberry Pi 1, Zero
|
|
MK_CFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access
|
|
MK_CXXFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access
|
|
endif
|
|
|
|
ifneq ($(filter armv7%,$(UNAME_M)),)
|
|
# Raspberry Pi 2
|
|
MK_CFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access -funsafe-math-optimizations
|
|
MK_CXXFLAGS += -mfpu=neon-fp-armv8 -mfp16-format=ieee -mno-unaligned-access -funsafe-math-optimizations
|
|
endif
|
|
|
|
ifneq ($(filter armv8%,$(UNAME_M)),)
|
|
# Raspberry Pi 3, 4, Zero 2 (32-bit)
|
|
MK_CFLAGS += -mfp16-format=ieee -mno-unaligned-access
|
|
MK_CXXFLAGS += -mfp16-format=ieee -mno-unaligned-access
|
|
endif
|
|
|
|
ifneq ($(filter ppc64%,$(UNAME_M)),)
|
|
POWER9_M := $(shell grep "POWER9" /proc/cpuinfo)
|
|
ifneq (,$(findstring POWER9,$(POWER9_M)))
|
|
MK_CFLAGS += -mcpu=power9
|
|
MK_CXXFLAGS += -mcpu=power9
|
|
endif
|
|
endif
|
|
|
|
ifneq ($(filter ppc64le%,$(UNAME_M)),)
|
|
MK_CFLAGS += -mcpu=powerpc64le
|
|
MK_CXXFLAGS += -mcpu=powerpc64le
|
|
CUDA_POWER_ARCH = 1
|
|
endif
|
|
|
|
else
|
|
MK_CFLAGS += -march=rv64gcv -mabi=lp64d
|
|
MK_CXXFLAGS += -march=rv64gcv -mabi=lp64d
|
|
endif
|
|
|
|
ifdef LLAMA_QKK_64
|
|
MK_CPPFLAGS += -DGGML_QKK_64
|
|
endif
|
|
|
|
ifndef LLAMA_NO_ACCELERATE
|
|
# Mac OS - include Accelerate framework.
|
|
# `-framework Accelerate` works both with Apple Silicon and Mac Intel
|
|
ifeq ($(UNAME_S),Darwin)
|
|
MK_CPPFLAGS += -DGGML_USE_ACCELERATE
|
|
MK_CPPFLAGS += -DACCELERATE_NEW_LAPACK
|
|
MK_CPPFLAGS += -DACCELERATE_LAPACK_ILP64
|
|
MK_LDFLAGS += -framework Accelerate
|
|
endif
|
|
endif # LLAMA_NO_ACCELERATE
|
|
|
|
ifdef LLAMA_MPI
|
|
MK_CPPFLAGS += -DGGML_USE_MPI
|
|
MK_CFLAGS += -Wno-cast-qual
|
|
MK_CXXFLAGS += -Wno-cast-qual
|
|
OBJS += ggml-mpi.o
|
|
endif # LLAMA_MPI
|
|
|
|
ifdef LLAMA_OPENBLAS
|
|
MK_CPPFLAGS += -DGGML_USE_OPENBLAS $(shell pkg-config --cflags-only-I openblas)
|
|
MK_CFLAGS += $(shell pkg-config --cflags-only-other openblas)
|
|
MK_LDFLAGS += $(shell pkg-config --libs openblas)
|
|
endif # LLAMA_OPENBLAS
|
|
|
|
ifdef LLAMA_BLIS
|
|
MK_CPPFLAGS += -DGGML_USE_OPENBLAS -I/usr/local/include/blis -I/usr/include/blis
|
|
MK_LDFLAGS += -lblis -L/usr/local/lib
|
|
endif # LLAMA_BLIS
|
|
|
|
ifdef LLAMA_CUBLAS
|
|
MK_CPPFLAGS += -DGGML_USE_CUBLAS -I/usr/local/cuda/include -I/opt/cuda/include -I$(CUDA_PATH)/targets/x86_64-linux/include -I/usr/local/cuda/targets/aarch64-linux/include
|
|
MK_LDFLAGS += -lcuda -lcublas -lculibos -lcudart -lcublasLt -lpthread -ldl -lrt -L/usr/local/cuda/lib64 -L/opt/cuda/lib64 -L$(CUDA_PATH)/targets/x86_64-linux/lib -L/usr/local/cuda/targets/aarch64-linux/lib -L/usr/lib/wsl/lib
|
|
OBJS += ggml-cuda.o
|
|
MK_NVCCFLAGS = -use_fast_math
|
|
ifndef JETSON_EOL_MODULE_DETECT
|
|
MK_NVCCFLAGS += --forward-unknown-to-host-compiler
|
|
endif # JETSON_EOL_MODULE_DETECT
|
|
ifdef LLAMA_DEBUG
|
|
MK_NVCCFLAGS += -lineinfo
|
|
endif # LLAMA_DEBUG
|
|
ifdef LLAMA_CUDA_NVCC
|
|
NVCC = $(LLAMA_CUDA_NVCC)
|
|
else
|
|
NVCC = nvcc
|
|
endif #LLAMA_CUDA_NVCC
|
|
ifdef CUDA_DOCKER_ARCH
|
|
MK_NVCCFLAGS += -Wno-deprecated-gpu-targets -arch=$(CUDA_DOCKER_ARCH)
|
|
else ifndef CUDA_POWER_ARCH
|
|
MK_NVCCFLAGS += -arch=native
|
|
endif # CUDA_DOCKER_ARCH
|
|
ifdef LLAMA_CUDA_FORCE_DMMV
|
|
MK_NVCCFLAGS += -DGGML_CUDA_FORCE_DMMV
|
|
endif # LLAMA_CUDA_FORCE_DMMV
|
|
ifdef LLAMA_CUDA_FORCE_MMQ
|
|
MK_NVCCFLAGS += -DGGML_CUDA_FORCE_MMQ
|
|
endif # LLAMA_CUDA_FORCE_MMQ
|
|
ifdef LLAMA_CUDA_DMMV_X
|
|
MK_NVCCFLAGS += -DGGML_CUDA_DMMV_X=$(LLAMA_CUDA_DMMV_X)
|
|
else
|
|
MK_NVCCFLAGS += -DGGML_CUDA_DMMV_X=32
|
|
endif # LLAMA_CUDA_DMMV_X
|
|
ifdef LLAMA_CUDA_MMV_Y
|
|
MK_NVCCFLAGS += -DGGML_CUDA_MMV_Y=$(LLAMA_CUDA_MMV_Y)
|
|
else ifdef LLAMA_CUDA_DMMV_Y
|
|
MK_NVCCFLAGS += -DGGML_CUDA_MMV_Y=$(LLAMA_CUDA_DMMV_Y) # for backwards compatibility
|
|
else
|
|
MK_NVCCFLAGS += -DGGML_CUDA_MMV_Y=1
|
|
endif # LLAMA_CUDA_MMV_Y
|
|
ifdef LLAMA_CUDA_F16
|
|
MK_NVCCFLAGS += -DGGML_CUDA_F16
|
|
endif # LLAMA_CUDA_F16
|
|
ifdef LLAMA_CUDA_DMMV_F16
|
|
MK_NVCCFLAGS += -DGGML_CUDA_F16
|
|
endif # LLAMA_CUDA_DMMV_F16
|
|
ifdef LLAMA_CUDA_KQUANTS_ITER
|
|
MK_NVCCFLAGS += -DK_QUANTS_PER_ITERATION=$(LLAMA_CUDA_KQUANTS_ITER)
|
|
else
|
|
MK_NVCCFLAGS += -DK_QUANTS_PER_ITERATION=2
|
|
endif
|
|
ifdef LLAMA_CUDA_PEER_MAX_BATCH_SIZE
|
|
MK_NVCCFLAGS += -DGGML_CUDA_PEER_MAX_BATCH_SIZE=$(LLAMA_CUDA_PEER_MAX_BATCH_SIZE)
|
|
else
|
|
MK_NVCCFLAGS += -DGGML_CUDA_PEER_MAX_BATCH_SIZE=128
|
|
endif # LLAMA_CUDA_PEER_MAX_BATCH_SIZE
|
|
#ifdef LLAMA_CUDA_CUBLAS
|
|
# MK_NVCCFLAGS += -DGGML_CUDA_CUBLAS
|
|
#endif # LLAMA_CUDA_CUBLAS
|
|
ifdef LLAMA_CUDA_CCBIN
|
|
MK_NVCCFLAGS += -ccbin $(LLAMA_CUDA_CCBIN)
|
|
endif
|
|
ggml-cuda.o: ggml-cuda.cu ggml-cuda.h
|
|
ifdef JETSON_EOL_MODULE_DETECT
|
|
$(NVCC) -I. -Icommon -D_XOPEN_SOURCE=600 -D_GNU_SOURCE -DNDEBUG -DGGML_USE_CUBLAS -I/usr/local/cuda/include -I/opt/cuda/include -I/usr/local/cuda/targets/aarch64-linux/include -std=c++11 -O3 $(NVCCFLAGS) -Xcompiler "$(CUDA_CXXFLAGS)" -c $< -o $@
|
|
else
|
|
$(NVCC) $(BASE_CXXFLAGS) $(NVCCFLAGS) -Wno-pedantic -Xcompiler "$(CUDA_CXXFLAGS)" -c $< -o $@
|
|
endif # JETSON_EOL_MODULE_DETECT
|
|
endif # LLAMA_CUBLAS
|
|
|
|
ifdef LLAMA_CLBLAST
|
|
|
|
MK_CPPFLAGS += -DGGML_USE_CLBLAST $(shell pkg-config --cflags-only-I clblast OpenCL)
|
|
MK_CFLAGS += $(shell pkg-config --cflags-only-other clblast OpenCL)
|
|
MK_CXXFLAGS += $(shell pkg-config --cflags-only-other clblast OpenCL)
|
|
|
|
# Mac provides OpenCL as a framework
|
|
ifeq ($(UNAME_S),Darwin)
|
|
MK_LDFLAGS += -lclblast -framework OpenCL
|
|
else
|
|
MK_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_VULKAN
|
|
MK_CPPFLAGS += -DGGML_USE_VULKAN
|
|
MK_LDFLAGS += -lvulkan
|
|
OBJS += ggml-vulkan.o
|
|
|
|
ifdef LLAMA_VULKAN_CHECK_RESULTS
|
|
MK_CPPFLAGS += -DGGML_VULKAN_CHECK_RESULTS
|
|
endif
|
|
|
|
ggml-vulkan.o: ggml-vulkan.cpp ggml-vulkan.h
|
|
$(CXX) $(CXXFLAGS) -c $< -o $@
|
|
endif # LLAMA_VULKAN
|
|
|
|
ifdef LLAMA_HIPBLAS
|
|
|
|
ifeq ($(wildcard /opt/rocm),)
|
|
ROCM_PATH ?= /usr
|
|
GPU_TARGETS ?= $(shell $(shell which amdgpu-arch))
|
|
else
|
|
ROCM_PATH ?= /opt/rocm
|
|
GPU_TARGETS ?= $(shell $(ROCM_PATH)/llvm/bin/amdgpu-arch)
|
|
endif
|
|
HIPCC ?= $(ROCM_PATH)/bin/hipcc
|
|
LLAMA_CUDA_DMMV_X ?= 32
|
|
LLAMA_CUDA_MMV_Y ?= 1
|
|
LLAMA_CUDA_KQUANTS_ITER ?= 2
|
|
MK_CPPFLAGS += -DGGML_USE_HIPBLAS -DGGML_USE_CUBLAS
|
|
ifdef LLAMA_HIP_UMA
|
|
MK_CPPFLAGS += -DGGML_HIP_UMA
|
|
endif # LLAMA_HIP_UMA
|
|
MK_LDFLAGS += -L$(ROCM_PATH)/lib -Wl,-rpath=$(ROCM_PATH)/lib
|
|
MK_LDFLAGS += -lhipblas -lamdhip64 -lrocblas
|
|
HIPFLAGS += $(addprefix --offload-arch=,$(GPU_TARGETS))
|
|
HIPFLAGS += -DGGML_CUDA_DMMV_X=$(LLAMA_CUDA_DMMV_X)
|
|
HIPFLAGS += -DGGML_CUDA_MMV_Y=$(LLAMA_CUDA_MMV_Y)
|
|
HIPFLAGS += -DK_QUANTS_PER_ITERATION=$(LLAMA_CUDA_KQUANTS_ITER)
|
|
ifdef LLAMA_CUDA_FORCE_DMMV
|
|
HIPFLAGS += -DGGML_CUDA_FORCE_DMMV
|
|
endif # LLAMA_CUDA_FORCE_DMMV
|
|
OBJS += ggml-cuda.o
|
|
ggml-cuda.o: ggml-cuda.cu ggml-cuda.h
|
|
$(HIPCC) $(CXXFLAGS) $(HIPFLAGS) -x hip -c -o $@ $<
|
|
endif # LLAMA_HIPBLAS
|
|
|
|
ifdef LLAMA_METAL
|
|
MK_CPPFLAGS += -DGGML_USE_METAL
|
|
MK_LDFLAGS += -framework Foundation -framework Metal -framework MetalKit
|
|
OBJS += ggml-metal.o
|
|
ifdef LLAMA_METAL_NDEBUG
|
|
MK_CPPFLAGS += -DGGML_METAL_NDEBUG
|
|
endif
|
|
endif # LLAMA_METAL
|
|
|
|
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
|
|
|
|
GF_CC := $(CC)
|
|
include scripts/get-flags.mk
|
|
|
|
# combine build flags with cmdline overrides
|
|
override CFLAGS := $(MK_CPPFLAGS) $(CPPFLAGS) $(MK_CFLAGS) $(GF_CFLAGS) $(CFLAGS)
|
|
BASE_CXXFLAGS := $(MK_CPPFLAGS) $(CPPFLAGS) $(MK_CXXFLAGS) $(CXXFLAGS)
|
|
override CXXFLAGS := $(BASE_CXXFLAGS) $(HOST_CXXFLAGS) $(GF_CXXFLAGS)
|
|
override NVCCFLAGS := $(MK_NVCCFLAGS) $(NVCCFLAGS)
|
|
override LDFLAGS := $(MK_LDFLAGS) $(LDFLAGS)
|
|
|
|
# identify CUDA host compiler
|
|
ifdef LLAMA_CUBLAS
|
|
GF_CC := $(NVCC) $(NVCCFLAGS) 2>/dev/null .c -Xcompiler
|
|
include scripts/get-flags.mk
|
|
CUDA_CXXFLAGS := $(GF_CXXFLAGS)
|
|
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 NVCCFLAGS: $(NVCCFLAGS))
|
|
$(info I LDFLAGS: $(LDFLAGS))
|
|
$(info I CC: $(shell $(CC) --version | head -n 1))
|
|
$(info I CXX: $(shell $(CXX) --version | head -n 1))
|
|
$(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 $@
|
|
|
|
ggml-backend.o: ggml-backend.c ggml.h ggml-backend.h
|
|
$(CC) $(CFLAGS) -c $< -o $@
|
|
|
|
ggml-quants.o: ggml-quants.c ggml.h ggml-quants.h
|
|
$(CC) $(CFLAGS) -c $< -o $@
|
|
|
|
OBJS += ggml-alloc.o ggml-backend.o ggml-quants.o
|
|
|
|
llama.o: llama.cpp ggml.h ggml-alloc.h ggml-backend.h ggml-cuda.h ggml-metal.h llama.h
|
|
$(CXX) $(CXXFLAGS) -c $< -o $@
|
|
|
|
COMMON_H_DEPS = common/common.h common/sampling.h common/log.h
|
|
COMMON_DEPS = common.o sampling.o grammar-parser.o build-info.o
|
|
|
|
common.o: common/common.cpp $(COMMON_H_DEPS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $@
|
|
|
|
sampling.o: common/sampling.cpp $(COMMON_H_DEPS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $@
|
|
|
|
console.o: common/console.cpp common/console.h
|
|
$(CXX) $(CXXFLAGS) -c $< -o $@
|
|
|
|
grammar-parser.o: common/grammar-parser.cpp common/grammar-parser.h
|
|
$(CXX) $(CXXFLAGS) -c $< -o $@
|
|
|
|
train.o: common/train.cpp common/train.h
|
|
$(CXX) $(CXXFLAGS) -c $< -o $@
|
|
|
|
libllama.so: llama.o ggml.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -shared -fPIC -o $@ $^ $(LDFLAGS)
|
|
|
|
clean:
|
|
rm -vrf *.o tests/*.o *.so *.dll benchmark-matmult common/build-info.cpp *.dot $(COV_TARGETS) $(BUILD_TARGETS) $(TEST_TARGETS)
|
|
|
|
#
|
|
# Examples
|
|
#
|
|
|
|
main: examples/main/main.cpp ggml.o llama.o $(COMMON_DEPS) console.o grammar-parser.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
@echo
|
|
@echo '==== Run ./main -h for help. ===='
|
|
@echo
|
|
|
|
infill: examples/infill/infill.cpp ggml.o llama.o $(COMMON_DEPS) console.o grammar-parser.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
simple: examples/simple/simple.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
tokenize: examples/tokenize/tokenize.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
batched: examples/batched/batched.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
batched-bench: examples/batched-bench/batched-bench.cpp build-info.o ggml.o llama.o common.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
quantize: examples/quantize/quantize.cpp build-info.o ggml.o llama.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
quantize-stats: examples/quantize-stats/quantize-stats.cpp build-info.o ggml.o llama.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
perplexity: examples/perplexity/perplexity.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
imatrix: examples/imatrix/imatrix.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
embedding: examples/embedding/embedding.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
save-load-state: examples/save-load-state/save-load-state.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
server: examples/server/server.cpp examples/server/oai.hpp examples/server/utils.hpp examples/server/httplib.h examples/server/json.hpp examples/server/index.html.hpp examples/server/index.js.hpp examples/server/completion.js.hpp examples/llava/clip.cpp examples/llava/clip.h common/stb_image.h ggml.o llama.o $(COMMON_DEPS) grammar-parser.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -Iexamples/server $(filter-out %.h,$(filter-out %.hpp,$^)) -o $@ $(LDFLAGS) $(LWINSOCK2) -Wno-cast-qual
|
|
|
|
gguf: examples/gguf/gguf.cpp ggml.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
train-text-from-scratch: examples/train-text-from-scratch/train-text-from-scratch.cpp ggml.o llama.o $(COMMON_DEPS) train.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
convert-llama2c-to-ggml: examples/convert-llama2c-to-ggml/convert-llama2c-to-ggml.cpp ggml.o llama.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
llama-bench: examples/llama-bench/llama-bench.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
libllava.a: examples/llava/llava.cpp examples/llava/llava.h examples/llava/clip.cpp examples/llava/clip.h common/stb_image.h common/base64.hpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -static -fPIC -c $< -o $@ -Wno-cast-qual
|
|
|
|
llava-cli: examples/llava/llava-cli.cpp examples/llava/clip.h examples/llava/clip.cpp examples/llava/llava.h examples/llava/llava.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS) -Wno-cast-qual
|
|
|
|
baby-llama: examples/baby-llama/baby-llama.cpp ggml.o llama.o $(COMMON_DEPS) train.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
beam-search: examples/beam-search/beam-search.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
finetune: examples/finetune/finetune.cpp ggml.o llama.o $(COMMON_DEPS) train.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
export-lora: examples/export-lora/export-lora.cpp ggml.o common/common.h $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
speculative: examples/speculative/speculative.cpp ggml.o llama.o $(COMMON_DEPS) grammar-parser.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
parallel: examples/parallel/parallel.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
lookahead: examples/lookahead/lookahead.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
lookup: examples/lookup/lookup.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
passkey: examples/passkey/passkey.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
ifeq ($(UNAME_S),Darwin)
|
|
swift: examples/batched.swift
|
|
(cd examples/batched.swift; make build)
|
|
endif
|
|
|
|
common/build-info.cpp: $(wildcard .git/index) scripts/build-info.sh
|
|
@sh scripts/build-info.sh $(CC) > $@.tmp
|
|
@if ! cmp -s $@.tmp $@; then \
|
|
mv $@.tmp $@; \
|
|
else \
|
|
rm $@.tmp; \
|
|
fi
|
|
|
|
build-info.o: common/build-info.cpp
|
|
$(CXX) $(CXXFLAGS) -c $(filter-out %.h,$^) -o $@
|
|
|
|
#
|
|
# Tests
|
|
#
|
|
|
|
tests: $(TEST_TARGETS)
|
|
|
|
benchmark-matmult: examples/benchmark/benchmark-matmult.cpp build-info.o ggml.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
run-benchmark-matmult: benchmark-matmult
|
|
./$@
|
|
|
|
.PHONY: run-benchmark-matmult swift
|
|
|
|
vdot: pocs/vdot/vdot.cpp ggml.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $^ -o $@ $(LDFLAGS)
|
|
|
|
q8dot: pocs/vdot/q8dot.cpp ggml.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $^ -o $@ $(LDFLAGS)
|
|
|
|
tests/test-llama-grammar: tests/test-llama-grammar.cpp ggml.o grammar-parser.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-grammar-parser: tests/test-grammar-parser.cpp ggml.o llama.o grammar-parser.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-double-float: tests/test-double-float.cpp ggml.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-grad0: tests/test-grad0.cpp ggml.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-opt: tests/test-opt.cpp ggml.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-quantize-fns: tests/test-quantize-fns.cpp ggml.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-quantize-perf: tests/test-quantize-perf.cpp ggml.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-sampling: tests/test-sampling.cpp ggml.o llama.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-tokenizer-0-falcon: tests/test-tokenizer-0-falcon.cpp ggml.o llama.o $(COMMON_DEPS) console.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-tokenizer-0-llama: tests/test-tokenizer-0-llama.cpp ggml.o llama.o $(COMMON_DEPS) console.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-tokenizer-1-bpe: tests/test-tokenizer-1-bpe.cpp ggml.o llama.o $(COMMON_DEPS) console.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-tokenizer-1-llama: tests/test-tokenizer-1-llama.cpp ggml.o llama.o $(COMMON_DEPS) console.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-rope: tests/test-rope.cpp ggml.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-c.o: tests/test-c.c llama.h
|
|
$(CC) $(CFLAGS) -c $(filter-out %.h,$^) -o $@
|
|
|
|
tests/test-backend-ops: tests/test-backend-ops.cpp ggml.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-model-load-cancel: tests/test-model-load-cancel.cpp ggml.o llama.o tests/get-model.cpp $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-autorelease: tests/test-autorelease.cpp ggml.o llama.o tests/get-model.cpp $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
|