mirror of
https://github.com/ggml-org/llama.cpp.git
synced 2025-11-03 09:22:01 +00:00
f4ab2a4147
* merged the changes from deepseeker models to main branch
* Moved regex patterns to unicode.cpp and updated unicode.h
* Moved header files
* Resolved issues
* added and refactored unicode_regex_split and related functions
* Updated/merged the deepseek coder pr
* Refactored code
* Adding unicode regex mappings
* Adding unicode regex function
* Added needed functionality, testing remains
* Fixed issues
* Fixed issue with gpt2 regex custom preprocessor
* unicode : fix? unicode_wstring_to_utf8
* lint : fix whitespaces
* tests : add tokenizer tests for numbers
* unicode : remove redundant headers
* tests : remove and rename tokenizer test scripts
* tests : add sample usage
* gguf-py : reader prints warnings on duplicate keys
* llama : towards llama3 tokenization support (wip)
* unicode : shot in the dark to fix tests on Windows
* unicode : first try custom implementations
* convert : add "tokenizer.ggml.pre" GGUF KV (wip)
* llama : use new pre-tokenizer type
* convert : fix pre-tokenizer type writing
* lint : fix
* make : add test-tokenizer-0-llama-v3
* wip
* models : add llama v3 vocab file
* llama : adapt punctuation regex + add llama 3 regex
* minor
* unicode : set bomb
* unicode : set bomb
* unicode : always use std::wregex
* unicode : support \p{N}, \p{L} and \p{P} natively
* unicode : try fix windows
* unicode : category support via std::regex
* unicode : clean-up
* unicode : simplify
* convert : add convert-hf-to-gguf-update.py
ggml-ci
* lint : update
* convert : add falcon
ggml-ci
* unicode : normalize signatures
* lint : fix
* lint : fix
* convert : remove unused functions
* convert : add comments
* convert : exercise contractions
ggml-ci
* lint : fix
* cmake : refactor test targets
* tests : refactor vocab tests
ggml-ci
* tests : add more vocabs and tests
ggml-ci
* unicode : cleanup
* scripts : ignore new update script in check-requirements.sh
* models : add phi-3, mpt, gpt-2, starcoder
* tests : disable obsolete
ggml-ci
* tests : use faster bpe test
ggml-ci
* llama : more prominent warning for old BPE models
* tests : disable test-tokenizer-1-bpe due to slowness
ggml-ci
---------
Co-authored-by: Jaggzh <jaggz.h@gmail.com>
Co-authored-by: Kazim Abrar Mahi <kazimabrarmahi135@gmail.com>
1037 lines
38 KiB
Makefile
1037 lines
38 KiB
Makefile
# Define the default target now so that it is always the first target
|
|
BUILD_TARGETS = \
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|
main quantize quantize-stats perplexity imatrix embedding vdot q8dot train-text-from-scratch convert-llama2c-to-ggml \
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simple batched batched-bench save-load-state server gguf gguf-split eval-callback llama-bench libllava.a llava-cli baby-llama beam-search \
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|
retrieval speculative infill tokenize benchmark-matmult parallel finetune export-lora lookahead lookup passkey gritlm tests/test-c.o
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|
|
|
# Binaries only useful for tests
|
|
TEST_TARGETS = \
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tests/test-autorelease \
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tests/test-backend-ops \
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tests/test-double-float \
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|
tests/test-grad0 \
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|
tests/test-grammar-integration \
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|
tests/test-grammar-parser \
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|
tests/test-json-schema-to-grammar \
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|
tests/test-llama-grammar \
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|
tests/test-model-load-cancel \
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|
tests/test-opt \
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tests/test-quantize-fns \
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|
tests/test-quantize-perf \
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tests/test-rope \
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tests/test-sampling \
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tests/test-tokenizer-0 \
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tests/test-tokenizer-1-bpe \
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tests/test-tokenizer-1-spm
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|
|
|
# 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
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|
UNAME_M := $(shell uname -m)
|
|
endif
|
|
|
|
# In GNU make default CXX is g++ instead of c++. Let's fix that so that users
|
|
# of non-gcc compilers don't have to provide g++ alias or wrapper.
|
|
DEFCC := cc
|
|
DEFCXX := c++
|
|
ifeq ($(origin CC),default)
|
|
CC := $(DEFCC)
|
|
endif
|
|
ifeq ($(origin CXX),default)
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|
CXX := $(DEFCXX)
|
|
endif
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|
|
|
# Mac OS + Arm can report x86_64
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|
# ref: https://github.com/ggerganov/whisper.cpp/issues/66#issuecomment-1282546789
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|
ifeq ($(UNAME_S),Darwin)
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|
ifndef LLAMA_NO_METAL
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|
LLAMA_METAL := 1
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|
endif
|
|
|
|
ifneq ($(UNAME_P),arm)
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|
SYSCTL_M := $(shell sysctl -n hw.optional.arm64 2>/dev/null)
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ifeq ($(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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default: $(BUILD_TARGETS)
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test: $(TEST_TARGETS)
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@failures=0; \
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for test_target in $(TEST_TARGETS); do \
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if [ "$$test_target" = "tests/test-tokenizer-0" ]; then \
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./$$test_target $(CURDIR)/models/ggml-vocab-llama-spm.gguf; \
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./$$test_target $(CURDIR)/models/ggml-vocab-llama-bpe.gguf; \
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./$$test_target $(CURDIR)/models/ggml-vocab-phi-3.gguf; \
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./$$test_target $(CURDIR)/models/ggml-vocab-falcon.gguf; \
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./$$test_target $(CURDIR)/models/ggml-vocab-deepseek-coder.gguf; \
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./$$test_target $(CURDIR)/models/ggml-vocab-deepseek-llm.gguf; \
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./$$test_target $(CURDIR)/models/ggml-vocab-bert-bge.gguf; \
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./$$test_target $(CURDIR)/models/ggml-vocab-starcoder.gguf; \
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./$$test_target $(CURDIR)/models/ggml-vocab-gpt-2.gguf; \
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elif [ "$$test_target" = "tests/test-tokenizer-1-spm" ]; then \
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continue; \
|
|
elif [ "$$test_target" = "tests/test-tokenizer-1-bpe" ]; then \
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continue; \
|
|
else \
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echo "Running test $$test_target..."; \
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./$$test_target; \
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fi; \
|
|
if [ $$? -ne 0 ]; then \
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printf 'Test %s FAILED!\n\n' $$test_target; \
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failures=$$(( failures + 1 )); \
|
|
else \
|
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printf 'Test %s passed.\n\n' $$test_target; \
|
|
fi; \
|
|
done; \
|
|
if [ $$failures -gt 0 ]; then \
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|
printf '\n%s tests failed.\n' $$failures; \
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exit 1; \
|
|
fi
|
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@echo 'All tests passed.'
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|
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all: $(BUILD_TARGETS) $(TEST_TARGETS)
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|
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coverage: ## Run code coverage
|
|
gcov -pb tests/*.cpp
|
|
|
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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
|
|
MK_NVCCFLAGS = -std=c++11
|
|
|
|
# -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
|
|
MK_NVCCFLAGS += -O3
|
|
endif
|
|
|
|
ifndef LLAMA_NO_CCACHE
|
|
CCACHE := $(shell which ccache)
|
|
ifdef CCACHE
|
|
export CCACHE_SLOPPINESS = time_macros
|
|
$(info I ccache found, compilation results will be cached. Disable with LLAMA_NO_CCACHE.)
|
|
CC := $(CCACHE) $(CC)
|
|
CXX := $(CCACHE) $(CXX)
|
|
else
|
|
$(info I ccache not found. Consider installing it for faster compilation.)
|
|
endif # CCACHE
|
|
endif # LLAMA_NO_CCACHE
|
|
|
|
# clock_gettime came in POSIX.1b (1993)
|
|
# CLOCK_MONOTONIC came in POSIX.1-2001 / SUSv3 as optional
|
|
# posix_memalign came in POSIX.1-2001 / SUSv3
|
|
# M_PI is an XSI extension since POSIX.1-2001 / SUSv3, came in XPG1 (1985)
|
|
MK_CPPFLAGS += -D_XOPEN_SOURCE=600
|
|
|
|
# Somehow in OpenBSD whenever POSIX conformance is specified
|
|
# some string functions rely on locale_t availability,
|
|
# which was introduced in POSIX.1-2008, forcing us to go higher
|
|
ifeq ($(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_SCHED_MAX_COPIES
|
|
MK_CPPFLAGS += -DGGML_SCHED_MAX_COPIES=$(LLAMA_SCHED_MAX_COPIES)
|
|
endif
|
|
|
|
ifdef LLAMA_DEBUG
|
|
MK_CFLAGS += -O0 -g
|
|
MK_CXXFLAGS += -O0 -g
|
|
MK_LDFLAGS += -g
|
|
|
|
ifeq ($(UNAME_S),Linux)
|
|
MK_CPPFLAGS += -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_SERVER_SSL
|
|
MK_CPPFLAGS += -DCPPHTTPLIB_OPENSSL_SUPPORT
|
|
MK_LDFLAGS += -lssl -lcrypto
|
|
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 += $(WARN_FLAGS) -Wmissing-declarations -Wmissing-noreturn
|
|
|
|
ifeq ($(LLAMA_FATAL_WARNINGS),1)
|
|
MK_CFLAGS += -Werror
|
|
MK_CXXFLAGS += -Werror
|
|
endif
|
|
|
|
# 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 += $(shell pkg-config --libs openblas)
|
|
endif # LLAMA_OPENBLAS
|
|
|
|
ifndef LLAMA_NO_LLAMAFILE
|
|
MK_CPPFLAGS += -DGGML_USE_LLAMAFILE
|
|
OBJS += sgemm.o
|
|
endif
|
|
|
|
ifdef LLAMA_BLIS
|
|
MK_CPPFLAGS += -DGGML_USE_OPENBLAS -I/usr/local/include/blis -I/usr/include/blis
|
|
MK_LDFLAGS += -lblis -L/usr/local/lib
|
|
endif # LLAMA_BLIS
|
|
|
|
ifdef LLAMA_CUBLAS
|
|
# LLAMA_CUBLAS is deprecated and will be removed in the future
|
|
LLAMA_CUDA := 1
|
|
endif
|
|
|
|
ifdef LLAMA_CUDA
|
|
ifneq ('', '$(wildcard /opt/cuda)')
|
|
CUDA_PATH ?= /opt/cuda
|
|
else
|
|
CUDA_PATH ?= /usr/local/cuda
|
|
endif
|
|
MK_CPPFLAGS += -DGGML_USE_CUDA -I$(CUDA_PATH)/include -I$(CUDA_PATH)/targets/$(UNAME_M)-linux/include
|
|
MK_LDFLAGS += -lcuda -lcublas -lculibos -lcudart -lcublasLt -lpthread -ldl -lrt -L$(CUDA_PATH)/lib64 -L/usr/lib64 -L$(CUDA_PATH)/targets/$(UNAME_M)-linux/lib -L/usr/lib/wsl/lib
|
|
OBJS += ggml-cuda.o
|
|
OBJS += $(patsubst %.cu,%.o,$(wildcard ggml-cuda/*.cu))
|
|
MK_NVCCFLAGS += -use_fast_math
|
|
ifdef LLAMA_FATAL_WARNINGS
|
|
MK_NVCCFLAGS += -Werror all-warnings
|
|
endif # LLAMA_FATAL_WARNINGS
|
|
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 = $(CCACHE) $(LLAMA_CUDA_NVCC)
|
|
else
|
|
NVCC = $(CCACHE) nvcc
|
|
endif #LLAMA_CUDA_NVCC
|
|
ifdef CUDA_DOCKER_ARCH
|
|
MK_NVCCFLAGS += -Wno-deprecated-gpu-targets -arch=$(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_NO_PEER_COPY
|
|
MK_NVCCFLAGS += -DGGML_CUDA_NO_PEER_COPY
|
|
endif # LLAMA_CUDA_NO_PEER_COPY
|
|
ifdef LLAMA_CUDA_CCBIN
|
|
MK_NVCCFLAGS += -ccbin $(LLAMA_CUDA_CCBIN)
|
|
endif
|
|
|
|
ifdef JETSON_EOL_MODULE_DETECT
|
|
define NVCC_COMPILE
|
|
$(NVCC) -I. -Icommon -D_XOPEN_SOURCE=600 -D_GNU_SOURCE -DNDEBUG -DGGML_USE_CUDA -I/usr/local/cuda/include -I/opt/cuda/include -I/usr/local/cuda/targets/aarch64-linux/include -std=c++11 -O3 $(NVCCFLAGS) $(CPPFLAGS) -Xcompiler "$(CUDA_CXXFLAGS)" -c $< -o $@
|
|
endef # NVCC_COMPILE
|
|
else
|
|
define NVCC_COMPILE
|
|
$(NVCC) $(NVCCFLAGS) $(CPPFLAGS) -Xcompiler "$(CUDA_CXXFLAGS)" -c $< -o $@
|
|
endef # NVCC_COMPILE
|
|
endif # JETSON_EOL_MODULE_DETECT
|
|
|
|
ggml-cuda/%.o: ggml-cuda/%.cu ggml-cuda/%.cuh ggml.h ggml-common.h ggml-cuda/common.cuh
|
|
$(NVCC_COMPILE)
|
|
|
|
ggml-cuda.o: ggml-cuda.cu ggml-cuda.h ggml.h ggml-backend.h ggml-backend-impl.h ggml-common.h $(wildcard ggml-cuda/*.cuh)
|
|
$(NVCC_COMPILE)
|
|
endif # LLAMA_CUDA
|
|
|
|
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
|
|
|
|
ifdef LLAMA_VULKAN_DEBUG
|
|
MK_CPPFLAGS += -DGGML_VULKAN_DEBUG
|
|
endif
|
|
|
|
ifdef LLAMA_VULKAN_VALIDATE
|
|
MK_CPPFLAGS += -DGGML_VULKAN_VALIDATE
|
|
endif
|
|
|
|
ifdef LLAMA_VULKAN_RUN_TESTS
|
|
MK_CPPFLAGS += -DGGML_VULKAN_RUN_TESTS
|
|
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 ?= $(CCACHE) $(ROCM_PATH)/bin/hipcc
|
|
LLAMA_CUDA_DMMV_X ?= 32
|
|
LLAMA_CUDA_MMV_Y ?= 1
|
|
LLAMA_CUDA_KQUANTS_ITER ?= 2
|
|
MK_CPPFLAGS += -DGGML_USE_HIPBLAS -DGGML_USE_CUDA
|
|
ifdef LLAMA_HIP_UMA
|
|
MK_CPPFLAGS += -DGGML_HIP_UMA
|
|
endif # LLAMA_HIP_UMA
|
|
MK_LDFLAGS += -L$(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
|
|
ifdef LLAMA_CUDA_NO_PEER_COPY
|
|
HIPFLAGS += -DGGML_CUDA_NO_PEER_COPY
|
|
endif # LLAMA_CUDA_NO_PEER_COPY
|
|
OBJS += ggml-cuda.o
|
|
OBJS += $(patsubst %.cu,%.o,$(wildcard ggml-cuda/*.cu))
|
|
|
|
ggml-cuda.o: ggml-cuda.cu ggml-cuda.h ggml.h ggml-backend.h ggml-backend-impl.h ggml-common.h $(wildcard ggml-cuda/*.cuh)
|
|
$(HIPCC) $(CXXFLAGS) $(HIPFLAGS) -x hip -c -o $@ $<
|
|
|
|
ggml-cuda/%.o: ggml-cuda/%.cu ggml-cuda/%.cuh ggml.h ggml-common.h ggml-cuda/common.cuh
|
|
$(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
|
|
ifdef LLAMA_METAL_EMBED_LIBRARY
|
|
MK_CPPFLAGS += -DGGML_METAL_EMBED_LIBRARY
|
|
OBJS += ggml-metal-embed.o
|
|
endif
|
|
endif # LLAMA_METAL
|
|
|
|
ifdef LLAMA_METAL
|
|
ggml-metal.o: ggml-metal.m ggml-metal.h ggml.h
|
|
$(CC) $(CFLAGS) -c $< -o $@
|
|
|
|
ifdef LLAMA_METAL_EMBED_LIBRARY
|
|
ggml-metal-embed.o: ggml-metal.metal ggml-common.h
|
|
@echo "Embedding Metal library"
|
|
@sed -e '/#include "ggml-common.h"/r ggml-common.h' -e '/#include "ggml-common.h"/d' < ggml-metal.metal > ggml-metal-embed.metal
|
|
$(eval TEMP_ASSEMBLY=$(shell mktemp))
|
|
@echo ".section __DATA, __ggml_metallib" > $(TEMP_ASSEMBLY)
|
|
@echo ".globl _ggml_metallib_start" >> $(TEMP_ASSEMBLY)
|
|
@echo "_ggml_metallib_start:" >> $(TEMP_ASSEMBLY)
|
|
@echo ".incbin \"ggml-metal-embed.metal\"" >> $(TEMP_ASSEMBLY)
|
|
@echo ".globl _ggml_metallib_end" >> $(TEMP_ASSEMBLY)
|
|
@echo "_ggml_metallib_end:" >> $(TEMP_ASSEMBLY)
|
|
@$(AS) $(TEMP_ASSEMBLY) -o $@
|
|
@rm -f ${TEMP_ASSEMBLY}
|
|
endif
|
|
endif # LLAMA_METAL
|
|
|
|
ifdef LLAMA_MPI
|
|
ggml-mpi.o: ggml-mpi.c ggml-mpi.h
|
|
$(CC) $(CFLAGS) -c $< -o $@
|
|
endif # LLAMA_MPI
|
|
|
|
ifndef LLAMA_NO_LLAMAFILE
|
|
sgemm.o: sgemm.cpp sgemm.h ggml.h
|
|
$(CXX) $(CXXFLAGS) -c $< -o $@
|
|
endif
|
|
|
|
GF_CC := $(CC)
|
|
include scripts/get-flags.mk
|
|
|
|
# combine build flags with cmdline overrides
|
|
override CPPFLAGS := $(MK_CPPFLAGS) $(CPPFLAGS)
|
|
override CFLAGS := $(CPPFLAGS) $(MK_CFLAGS) $(GF_CFLAGS) $(CFLAGS)
|
|
BASE_CXXFLAGS := $(MK_CXXFLAGS) $(CXXFLAGS)
|
|
override CXXFLAGS := $(BASE_CXXFLAGS) $(HOST_CXXFLAGS) $(GF_CXXFLAGS) $(CPPFLAGS)
|
|
override NVCCFLAGS := $(MK_NVCCFLAGS) $(NVCCFLAGS)
|
|
override LDFLAGS := $(MK_LDFLAGS) $(LDFLAGS)
|
|
|
|
# identify CUDA host compiler
|
|
ifdef LLAMA_CUDA
|
|
GF_CC := $(NVCC) $(NVCCFLAGS) 2>/dev/null .c -Xcompiler
|
|
include scripts/get-flags.mk
|
|
CUDA_CXXFLAGS := $(BASE_CXXFLAGS) $(GF_CXXFLAGS) -Wno-pedantic
|
|
endif
|
|
|
|
ifdef LLAMA_CURL
|
|
override CXXFLAGS := $(CXXFLAGS) -DLLAMA_USE_CURL
|
|
override LDFLAGS := $(LDFLAGS) -lcurl
|
|
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))
|
|
ifdef LLAMA_CUDA
|
|
$(info I NVCC: $(shell $(NVCC) --version | tail -n 1))
|
|
CUDA_VERSION := $(shell $(NVCC) --version | grep -oP 'release (\K[0-9]+\.[0-9])')
|
|
ifeq ($(shell awk -v "v=$(CUDA_VERSION)" 'BEGIN { print (v < 11.7) }'),1)
|
|
ifndef CUDA_DOCKER_ARCH
|
|
ifndef CUDA_POWER_ARCH
|
|
$(error I ERROR: For CUDA versions < 11.7 a target CUDA architecture must be explicitly provided via environment variable CUDA_DOCKER_ARCH, e.g. by running "export CUDA_DOCKER_ARCH=compute_XX" on Unix-like systems, where XX is the minimum compute capability that the code needs to run on. A list with compute capabilities can be found here: https://developer.nvidia.com/cuda-gpus )
|
|
endif # CUDA_POWER_ARCH
|
|
endif # CUDA_DOCKER_ARCH
|
|
endif # eq ($(shell echo "$(CUDA_VERSION) < 11.7" | bc),1)
|
|
endif # LLAMA_CUDA
|
|
$(info )
|
|
|
|
ifdef LLAMA_CUBLAS
|
|
$(info !!!!)
|
|
$(info LLAMA_CUBLAS is deprecated and will be removed in the future. Use LLAMA_CUDA instead.)
|
|
$(info !!!!)
|
|
$(info )
|
|
endif
|
|
|
|
#
|
|
# 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 ggml-common.h
|
|
$(CC) $(CFLAGS) -c $< -o $@
|
|
|
|
unicode.o: unicode.cpp unicode.h
|
|
$(CXX) $(CXXFLAGS) -c $< -o $@
|
|
|
|
unicode-data.o: unicode-data.cpp unicode-data.h
|
|
$(CXX) $(CXXFLAGS) -c $< -o $@
|
|
|
|
OBJS += ggml-alloc.o ggml-backend.o ggml-quants.o unicode.o unicode-data.o
|
|
|
|
llama.o: llama.cpp unicode.h 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 llama.h
|
|
COMMON_DEPS = common.o sampling.o grammar-parser.o build-info.o json-schema-to-grammar.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 $@
|
|
|
|
json-schema-to-grammar.o: common/json-schema-to-grammar.cpp common/json-schema-to-grammar.h
|
|
$(CXX) $(CXXFLAGS) -c $< -o $@
|
|
|
|
train.o: common/train.cpp common/train.h
|
|
$(CXX) $(CXXFLAGS) -c $< -o $@
|
|
|
|
ngram-cache.o: common/ngram-cache.cpp common/ngram-cache.h
|
|
$(CXX) $(CXXFLAGS) -c $< -o $@
|
|
|
|
libllama.so: llama.o ggml.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -shared -fPIC -o $@ $^ $(LDFLAGS)
|
|
|
|
libllama.a: llama.o ggml.o $(OBJS) $(COMMON_DEPS)
|
|
ar rcs libllama.a llama.o ggml.o $(OBJS) $(COMMON_DEPS)
|
|
|
|
clean:
|
|
rm -vrf *.o tests/*.o *.so *.a *.dll benchmark-matmult lookup-create lookup-merge lookup-stats common/build-info.cpp *.dot $(COV_TARGETS) $(BUILD_TARGETS) $(TEST_TARGETS)
|
|
rm -vrf ggml-cuda/*.o
|
|
find examples pocs -type f -name "*.o" -delete
|
|
|
|
#
|
|
# Examples
|
|
#
|
|
|
|
# $< is the first prerequisite, i.e. the source file.
|
|
# Explicitly compile this to an object file so that it can be cached with ccache.
|
|
# The source file is then filtered out from $^ (the list of all prerequisites) and the object file is added instead.
|
|
|
|
# Helper function that replaces .c, .cpp, and .cu file endings with .o:
|
|
GET_OBJ_FILE = $(patsubst %.c,%.o,$(patsubst %.cpp,%.o,$(patsubst %.cu,%.o,$(1))))
|
|
|
|
main: examples/main/main.cpp ggml.o llama.o $(COMMON_DEPS) console.o grammar-parser.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -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) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
simple: examples/simple/simple.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
tokenize: examples/tokenize/tokenize.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
batched: examples/batched/batched.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
batched-bench: examples/batched-bench/batched-bench.cpp build-info.o ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
quantize: examples/quantize/quantize.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
quantize-stats: examples/quantize-stats/quantize-stats.cpp build-info.o ggml.o llama.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
perplexity: examples/perplexity/perplexity.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
imatrix: examples/imatrix/imatrix.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
embedding: examples/embedding/embedding.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
gritlm: examples/gritlm/gritlm.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
save-load-state: examples/save-load-state/save-load-state.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
server: examples/server/server.cpp examples/server/utils.hpp examples/server/httplib.h common/json.hpp examples/server/index.html.hpp examples/server/index.js.hpp examples/server/completion.js.hpp examples/server/json-schema-to-grammar.mjs.hpp common/stb_image.h ggml.o llama.o $(COMMON_DEPS) grammar-parser.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h %.hpp $<,$^) -Iexamples/server $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS) $(LWINSOCK2)
|
|
|
|
# Portable equivalent of `cd examples/server/public && xxd -i $(notdir $<) ../$(notdir $<).hpp`:
|
|
examples/server/%.hpp: examples/server/public/% Makefile
|
|
@( export NAME=$(subst .,_,$(subst -,_,$(notdir $<))) && \
|
|
echo "unsigned char $${NAME}[] = {" && \
|
|
cat $< | od -v -t x1 -An | sed -E 's/([0-9a-fA-F]+)/0x\1, /g' && \
|
|
echo "};" && \
|
|
echo "unsigned int $${NAME}_len = $(shell cat $< | wc -c );" \
|
|
) > $@
|
|
|
|
gguf: examples/gguf/gguf.cpp ggml.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
gguf-split: examples/gguf-split/gguf-split.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
eval-callback: examples/eval-callback/eval-callback.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -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) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
convert-llama2c-to-ggml: examples/convert-llama2c-to-ggml/convert-llama2c-to-ggml.cpp ggml.o llama.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
llama-bench: examples/llama-bench/llama-bench.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -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) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) -c examples/llava/clip.cpp -o $(call GET_OBJ_FILE, examples/llava/clip.cpp) -Wno-cast-qual
|
|
$(CXX) $(CXXFLAGS) -c examples/llava/llava.cpp -o $(call GET_OBJ_FILE, examples/llava/llava.cpp)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $< examples/llava/clip.cpp examples/llava/llava.cpp,$^) $(call GET_OBJ_FILE, $<) $(call GET_OBJ_FILE, examples/llava/clip.cpp) $(call GET_OBJ_FILE, examples/llava/llava.cpp) -o $@ $(LDFLAGS)
|
|
|
|
baby-llama: examples/baby-llama/baby-llama.cpp ggml.o llama.o $(COMMON_DEPS) train.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
beam-search: examples/beam-search/beam-search.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
finetune: examples/finetune/finetune.cpp ggml.o llama.o $(COMMON_DEPS) train.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
export-lora: examples/export-lora/export-lora.cpp ggml.o common/common.h $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
retrieval: examples/retrieval/retrieval.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
speculative: examples/speculative/speculative.cpp ggml.o llama.o $(COMMON_DEPS) grammar-parser.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
parallel: examples/parallel/parallel.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
lookahead: examples/lookahead/lookahead.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
lookup: examples/lookup/lookup.cpp ggml.o llama.o ngram-cache.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
$(CXX) $(CXXFLAGS) -c examples/lookup/lookup-create.cpp -o $(call GET_OBJ_FILE, examples/lookup/lookup-create.cpp)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, examples/lookup/lookup-create.cpp) -o lookup-create $(LDFLAGS)
|
|
$(CXX) $(CXXFLAGS) -c examples/lookup/lookup-merge.cpp -o $(call GET_OBJ_FILE, examples/lookup/lookup-merge.cpp)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, examples/lookup/lookup-merge.cpp) -o lookup-merge $(LDFLAGS)
|
|
$(CXX) $(CXXFLAGS) -c examples/lookup/lookup-stats.cpp -o $(call GET_OBJ_FILE, examples/lookup/lookup-stats.cpp)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, examples/lookup/lookup-stats.cpp) -o lookup-stats $(LDFLAGS)
|
|
|
|
passkey: examples/passkey/passkey.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
gbnf-validator: examples/gbnf-validator/gbnf-validator.cpp ggml.o llama.o $(COMMON_DEPS) grammar-parser.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -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) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
run-benchmark-matmult: benchmark-matmult
|
|
./$@
|
|
|
|
.PHONY: run-benchmark-matmult swift
|
|
|
|
vdot: pocs/vdot/vdot.cpp ggml.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
q8dot: pocs/vdot/q8dot.cpp ggml.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-llama-grammar: tests/test-llama-grammar.cpp ggml.o grammar-parser.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-grammar-parser: tests/test-grammar-parser.cpp ggml.o llama.o grammar-parser.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-grammar-integration: tests/test-grammar-integration.cpp ggml.o llama.o grammar-parser.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-double-float: tests/test-double-float.cpp ggml.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-json-schema-to-grammar: tests/test-json-schema-to-grammar.cpp json-schema-to-grammar.o ggml.o llama.o grammar-parser.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -Iexamples/server -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-grad0: tests/test-grad0.cpp ggml.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-opt: tests/test-opt.cpp ggml.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-quantize-fns: tests/test-quantize-fns.cpp ggml.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-quantize-perf: tests/test-quantize-perf.cpp ggml.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-sampling: tests/test-sampling.cpp ggml.o llama.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-tokenizer-0: tests/test-tokenizer-0.cpp ggml.o llama.o $(COMMON_DEPS) console.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-tokenizer-1-bpe: tests/test-tokenizer-1-bpe.cpp ggml.o llama.o $(COMMON_DEPS) console.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-tokenizer-1-spm: tests/test-tokenizer-1-spm.cpp ggml.o llama.o $(COMMON_DEPS) console.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-rope: tests/test-rope.cpp ggml.o $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -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) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -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) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-autorelease: tests/test-autorelease.cpp ggml.o llama.o tests/get-model.cpp $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|
|
|
|
tests/test-chat-template: tests/test-chat-template.cpp ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) -c $< -o $(call GET_OBJ_FILE, $<)
|
|
$(CXX) $(CXXFLAGS) $(filter-out %.h $<,$^) $(call GET_OBJ_FILE, $<) -o $@ $(LDFLAGS)
|