mirror of
https://github.com/ggerganov/llama.cpp.git
synced 2024-12-25 10:54:36 +00:00
61665277af
On hosts which are not prepared/dedicated to execute code using CUDA it is still possible to compile llama.cpp with CUDA support by just installing the development packages. Missing are the runtime libraries like /usr/lib64/libcuda.so* and currently the link step will fail. The development environment is prepared for such situations. There are stub libraries for all the CUDA libraries available in the $(CUDA_PATH)/lib64/stubs directory. Adding this directory to the end of the search path will not change anything for environments which currently work fine but will enable compiling llama.cpp also in case the runtime code is not available.
1120 lines
40 KiB
Makefile
1120 lines
40 KiB
Makefile
# Define the default target now so that it is always the first target
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BUILD_TARGETS = \
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libllava.a \
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llama-baby-llama \
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llama-batched \
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llama-batched-bench \
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llama-bench \
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llama-benchmark-matmult \
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llama-cli \
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llama-convert-llama2c-to-ggml \
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llama-embedding \
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llama-eval-callback \
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llama-export-lora \
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llama-finetune \
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llama-gbnf-validator \
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llama-gguf \
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llama-gguf-split \
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llama-gritlm \
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llama-imatrix \
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llama-infill \
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llama-llava-cli \
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llama-lookahead \
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llama-lookup \
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llama-lookup-create \
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llama-lookup-merge \
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llama-lookup-stats \
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llama-parallel \
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llama-passkey \
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llama-perplexity \
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llama-q8dot \
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llama-quantize \
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llama-quantize-stats \
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llama-retrieval \
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llama-save-load-state \
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llama-server \
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llama-simple \
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llama-speculative \
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llama-tokenize \
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llama-train-text-from-scratch \
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llama-vdot \
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llama-cvector-generator \
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tests/test-c.o
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# Binaries only useful for tests
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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
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COV_TARGETS = *.gcno tests/*.gcno *.gcda tests/*.gcda *.gcov tests/*.gcov lcov-report gcovr-report
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ifndef UNAME_S
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UNAME_S := $(shell uname -s)
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endif
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ifndef UNAME_P
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UNAME_P := $(shell uname -p)
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endif
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ifndef UNAME_M
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UNAME_M := $(shell uname -m)
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endif
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# In GNU make default CXX is g++ instead of c++. Let's fix that so that users
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# of non-gcc compilers don't have to provide g++ alias or wrapper.
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DEFCC := cc
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DEFCXX := c++
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ifeq ($(origin CC),default)
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CC := $(DEFCC)
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endif
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ifeq ($(origin CXX),default)
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CXX := $(DEFCXX)
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endif
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# Mac OS + Arm can report x86_64
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# ref: https://github.com/ggerganov/whisper.cpp/issues/66#issuecomment-1282546789
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ifeq ($(UNAME_S),Darwin)
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ifndef LLAMA_NO_METAL
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LLAMA_METAL := 1
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endif
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LLAMA_NO_OPENMP := 1
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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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ifdef LLAMA_RPC
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BUILD_TARGETS += rpc-server
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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-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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./$$test_target $(CURDIR)/models/ggml-vocab-refact.gguf; \
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elif [ "$$test_target" = "tests/test-tokenizer-1-spm" ]; then \
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continue; \
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elif [ "$$test_target" = "tests/test-tokenizer-1-bpe" ]; then \
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continue; \
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else \
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echo "Running test $$test_target..."; \
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./$$test_target; \
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fi; \
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if [ $$? -ne 0 ]; then \
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printf 'Test %s FAILED!\n\n' $$test_target; \
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failures=$$(( failures + 1 )); \
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else \
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printf 'Test %s passed.\n\n' $$test_target; \
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fi; \
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done; \
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if [ $$failures -gt 0 ]; then \
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printf '\n%s tests failed.\n' $$failures; \
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exit 1; \
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fi
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@echo 'All tests passed.'
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all: $(BUILD_TARGETS) $(TEST_TARGETS)
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coverage: ## Run code coverage
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gcov -pb tests/*.cpp
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lcov-report: coverage ## Generate lcov report
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mkdir -p lcov-report
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lcov --capture --directory . --output-file lcov-report/coverage.info
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genhtml lcov-report/coverage.info --output-directory lcov-report
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gcovr-report: coverage ## Generate gcovr report
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mkdir -p gcovr-report
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gcovr --root . --html --html-details --output gcovr-report/coverage.html
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ifdef RISCV_CROSS_COMPILE
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CC := riscv64-unknown-linux-gnu-gcc
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CXX := riscv64-unknown-linux-gnu-g++
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endif
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#
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# Compile flags
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#
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# keep standard at C11 and C++11
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MK_CPPFLAGS = -I. -Icommon
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MK_CFLAGS = -std=c11 -fPIC
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MK_CXXFLAGS = -std=c++11 -fPIC
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MK_NVCCFLAGS = -std=c++11
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# -Ofast tends to produce faster code, but may not be available for some compilers.
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ifdef LLAMA_FAST
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MK_CFLAGS += -Ofast
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HOST_CXXFLAGS += -Ofast
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ifndef LLAMA_DEBUG
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MK_NVCCFLAGS += -O3
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endif # LLAMA_DEBUG
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else
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MK_CFLAGS += -O3
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MK_CXXFLAGS += -O3
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ifndef LLAMA_DEBUG
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MK_NVCCFLAGS += -O3
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endif # LLAMA_DEBUG
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endif # LLAMA_FAST
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ifndef LLAMA_NO_CCACHE
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CCACHE := $(shell which ccache)
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ifdef CCACHE
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export CCACHE_SLOPPINESS = time_macros
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$(info I ccache found, compilation results will be cached. Disable with LLAMA_NO_CCACHE.)
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CC := $(CCACHE) $(CC)
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CXX := $(CCACHE) $(CXX)
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else
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$(info I ccache not found. Consider installing it for faster compilation.)
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endif # CCACHE
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endif # LLAMA_NO_CCACHE
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# clock_gettime came in POSIX.1b (1993)
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# CLOCK_MONOTONIC came in POSIX.1-2001 / SUSv3 as optional
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# posix_memalign came in POSIX.1-2001 / SUSv3
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# M_PI is an XSI extension since POSIX.1-2001 / SUSv3, came in XPG1 (1985)
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MK_CPPFLAGS += -D_XOPEN_SOURCE=600
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# Somehow in OpenBSD whenever POSIX conformance is specified
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# some string functions rely on locale_t availability,
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# which was introduced in POSIX.1-2008, forcing us to go higher
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ifeq ($(UNAME_S),OpenBSD)
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MK_CPPFLAGS += -U_XOPEN_SOURCE -D_XOPEN_SOURCE=700
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endif
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# Data types, macros and functions related to controlling CPU affinity and
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# some memory allocation are available on Linux through GNU extensions in libc
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ifeq ($(UNAME_S),Linux)
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MK_CPPFLAGS += -D_GNU_SOURCE
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endif
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# RLIMIT_MEMLOCK came in BSD, is not specified in POSIX.1,
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# and on macOS its availability depends on enabling Darwin extensions
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# similarly on DragonFly, enabling BSD extensions is necessary
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ifeq ($(UNAME_S),Darwin)
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MK_CPPFLAGS += -D_DARWIN_C_SOURCE
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endif
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ifeq ($(UNAME_S),DragonFly)
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MK_CPPFLAGS += -D__BSD_VISIBLE
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endif
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# alloca is a non-standard interface that is not visible on BSDs when
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# POSIX conformance is specified, but not all of them provide a clean way
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# to enable it in such cases
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ifeq ($(UNAME_S),FreeBSD)
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MK_CPPFLAGS += -D__BSD_VISIBLE
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endif
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ifeq ($(UNAME_S),NetBSD)
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MK_CPPFLAGS += -D_NETBSD_SOURCE
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endif
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ifeq ($(UNAME_S),OpenBSD)
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MK_CPPFLAGS += -D_BSD_SOURCE
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endif
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ifdef LLAMA_SCHED_MAX_COPIES
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MK_CPPFLAGS += -DGGML_SCHED_MAX_COPIES=$(LLAMA_SCHED_MAX_COPIES)
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endif
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ifdef LLAMA_DEBUG
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MK_CFLAGS += -O0 -g
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MK_CXXFLAGS += -O0 -g
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MK_LDFLAGS += -g
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MK_NVCCFLAGS += -O0 -g
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ifeq ($(UNAME_S),Linux)
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MK_CPPFLAGS += -D_GLIBCXX_ASSERTIONS
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endif
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else
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MK_CPPFLAGS += -DNDEBUG
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endif
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ifdef LLAMA_SANITIZE_THREAD
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MK_CFLAGS += -fsanitize=thread -g
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MK_CXXFLAGS += -fsanitize=thread -g
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MK_LDFLAGS += -fsanitize=thread -g
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endif
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ifdef LLAMA_SANITIZE_ADDRESS
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MK_CFLAGS += -fsanitize=address -fno-omit-frame-pointer -g
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MK_CXXFLAGS += -fsanitize=address -fno-omit-frame-pointer -g
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MK_LDFLAGS += -fsanitize=address -fno-omit-frame-pointer -g
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endif
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ifdef LLAMA_SANITIZE_UNDEFINED
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MK_CFLAGS += -fsanitize=undefined -g
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MK_CXXFLAGS += -fsanitize=undefined -g
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MK_LDFLAGS += -fsanitize=undefined -g
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endif
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ifdef LLAMA_SERVER_VERBOSE
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MK_CPPFLAGS += -DSERVER_VERBOSE=$(LLAMA_SERVER_VERBOSE)
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endif
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ifdef LLAMA_SERVER_SSL
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MK_CPPFLAGS += -DCPPHTTPLIB_OPENSSL_SUPPORT
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MK_LDFLAGS += -lssl -lcrypto
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endif
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ifdef LLAMA_CODE_COVERAGE
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MK_CXXFLAGS += -fprofile-arcs -ftest-coverage -dumpbase ''
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endif
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ifdef LLAMA_DISABLE_LOGS
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MK_CPPFLAGS += -DLOG_DISABLE_LOGS
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endif # LLAMA_DISABLE_LOGS
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# warnings
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WARN_FLAGS = -Wall -Wextra -Wpedantic -Wcast-qual -Wno-unused-function
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MK_CFLAGS += $(WARN_FLAGS) -Wshadow -Wstrict-prototypes -Wpointer-arith -Wmissing-prototypes -Werror=implicit-int \
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-Werror=implicit-function-declaration
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MK_CXXFLAGS += $(WARN_FLAGS) -Wmissing-declarations -Wmissing-noreturn
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ifeq ($(LLAMA_FATAL_WARNINGS),1)
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MK_CFLAGS += -Werror
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MK_CXXFLAGS += -Werror
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endif
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# this version of Apple ld64 is buggy
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ifneq '' '$(findstring dyld-1015.7,$(shell $(CC) $(LDFLAGS) -Wl,-v 2>&1))'
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MK_CPPFLAGS += -DHAVE_BUGGY_APPLE_LINKER
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endif
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# OS specific
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# TODO: support Windows
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ifneq '' '$(filter $(UNAME_S),Linux Darwin FreeBSD NetBSD OpenBSD Haiku)'
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MK_CFLAGS += -pthread
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MK_CXXFLAGS += -pthread
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endif
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# detect Windows
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ifneq ($(findstring _NT,$(UNAME_S)),)
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_WIN32 := 1
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endif
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# library name prefix
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ifneq ($(_WIN32),1)
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LIB_PRE := lib
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endif
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# Dynamic Shared Object extension
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ifneq ($(_WIN32),1)
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DSO_EXT := .so
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else
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DSO_EXT := .dll
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|
endif
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|
|
# Windows Sockets 2 (Winsock) for network-capable apps
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|
ifeq ($(_WIN32),1)
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LWINSOCK2 := -lws2_32
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endif
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|
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ifdef LLAMA_GPROF
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MK_CFLAGS += -pg
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MK_CXXFLAGS += -pg
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endif
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ifdef LLAMA_PERF
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MK_CPPFLAGS += -DGGML_PERF
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endif
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|
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# Architecture specific
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# TODO: probably these flags need to be tweaked on some architectures
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# feel free to update the Makefile for your architecture and send a pull request or issue
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ifndef RISCV
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ifeq ($(UNAME_M),$(filter $(UNAME_M),x86_64 i686 amd64))
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# Use all CPU extensions that are available:
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MK_CFLAGS += -march=native -mtune=native
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HOST_CXXFLAGS += -march=native -mtune=native
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|
|
# Usage AVX-only
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|
#MK_CFLAGS += -mfma -mf16c -mavx
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#MK_CXXFLAGS += -mfma -mf16c -mavx
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|
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# Usage SSSE3-only (Not is SSE3!)
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#MK_CFLAGS += -mssse3
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#MK_CXXFLAGS += -mssse3
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|
endif
|
|
|
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ifneq '' '$(findstring mingw,$(shell $(CC) -dumpmachine))'
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# The stack is only 16-byte aligned on Windows, so don't let gcc emit aligned moves.
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# https://gcc.gnu.org/bugzilla/show_bug.cgi?id=54412
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# https://github.com/ggerganov/llama.cpp/issues/2922
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|
MK_CFLAGS += -Xassembler -muse-unaligned-vector-move
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|
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
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|
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
|
|
|
|
ifneq ($(filter loongarch64%,$(UNAME_M)),)
|
|
MK_CFLAGS += -mlasx
|
|
MK_CXXFLAGS += -mlasx
|
|
endif
|
|
|
|
else
|
|
MK_CFLAGS += -march=rv64gcv -mabi=lp64d
|
|
MK_CXXFLAGS += -march=rv64gcv -mabi=lp64d
|
|
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 -DGGML_USE_BLAS
|
|
MK_CPPFLAGS += -DACCELERATE_NEW_LAPACK
|
|
MK_CPPFLAGS += -DACCELERATE_LAPACK_ILP64
|
|
MK_LDFLAGS += -framework Accelerate
|
|
OBJS += ggml-blas.o
|
|
endif
|
|
endif # LLAMA_NO_ACCELERATE
|
|
|
|
ifndef LLAMA_NO_OPENMP
|
|
MK_CPPFLAGS += -DGGML_USE_OPENMP
|
|
MK_CFLAGS += -fopenmp
|
|
MK_CXXFLAGS += -fopenmp
|
|
endif # LLAMA_NO_OPENMP
|
|
|
|
ifdef LLAMA_OPENBLAS
|
|
MK_CPPFLAGS += -DGGML_USE_BLAS $(shell pkg-config --cflags-only-I openblas)
|
|
MK_CFLAGS += $(shell pkg-config --cflags-only-other openblas)
|
|
MK_LDFLAGS += $(shell pkg-config --libs openblas)
|
|
OBJS += ggml-blas.o
|
|
endif # LLAMA_OPENBLAS
|
|
|
|
ifdef LLAMA_OPENBLAS64
|
|
MK_CPPFLAGS += -DGGML_USE_BLAS $(shell pkg-config --cflags-only-I openblas64)
|
|
MK_CFLAGS += $(shell pkg-config --cflags-only-other openblas64)
|
|
MK_LDFLAGS += $(shell pkg-config --libs openblas64)
|
|
OBJS += ggml-blas.o
|
|
endif # LLAMA_OPENBLAS64
|
|
|
|
ifdef LLAMA_BLIS
|
|
MK_CPPFLAGS += -DGGML_USE_BLAS -I/usr/local/include/blis -I/usr/include/blis
|
|
MK_LDFLAGS += -lblis -L/usr/local/lib
|
|
OBJS += ggml-blas.o
|
|
endif # LLAMA_BLIS
|
|
|
|
ifndef LLAMA_NO_LLAMAFILE
|
|
MK_CPPFLAGS += -DGGML_USE_LLAMAFILE
|
|
OBJS += sgemm.o
|
|
endif
|
|
|
|
ifdef LLAMA_RPC
|
|
MK_CPPFLAGS += -DGGML_USE_RPC
|
|
OBJS += ggml-rpc.o
|
|
endif # LLAMA_RPC
|
|
|
|
ifdef LLAMA_CUBLAS
|
|
# LLAMA_CUBLAS is deprecated and will be removed in the future
|
|
LLAMA_CUDA := 1
|
|
endif
|
|
|
|
OBJS_CUDA_TEMP_INST = $(patsubst %.cu,%.o,$(wildcard ggml-cuda/template-instances/fattn-wmma*.cu))
|
|
OBJS_CUDA_TEMP_INST += $(patsubst %.cu,%.o,$(wildcard ggml-cuda/template-instances/mmq*.cu))
|
|
ifdef LLAMA_CUDA_FA_ALL_QUANTS
|
|
OBJS_CUDA_TEMP_INST += $(patsubst %.cu,%.o,$(wildcard ggml-cuda/template-instances/fattn-vec*.cu))
|
|
else
|
|
OBJS_CUDA_TEMP_INST += $(patsubst %.cu,%.o,$(wildcard ggml-cuda/template-instances/fattn-vec*q4_0-q4_0.cu))
|
|
OBJS_CUDA_TEMP_INST += $(patsubst %.cu,%.o,$(wildcard ggml-cuda/template-instances/fattn-vec*q8_0-q8_0.cu))
|
|
OBJS_CUDA_TEMP_INST += $(patsubst %.cu,%.o,$(wildcard ggml-cuda/template-instances/fattn-vec*f16-f16.cu))
|
|
endif # LLAMA_CUDA_FA_ALL_QUANTS
|
|
|
|
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 -DGGML_CUDA_USE_GRAPHS
|
|
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$(CUDA_PATH)/lib64/stubs -L/usr/lib/wsl/lib
|
|
OBJS += ggml-cuda.o
|
|
OBJS += $(patsubst %.cu,%.o,$(wildcard ggml-cuda/*.cu))
|
|
OBJS += $(OBJS_CUDA_TEMP_INST)
|
|
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_DEBUG
|
|
MK_NVCCFLAGS += --device-debug
|
|
endif # LLAMA_CUDA_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 # LLAMA_CUDA_CCBIN
|
|
ifdef LLAMA_CUDA_FA_ALL_QUANTS
|
|
MK_NVCCFLAGS += -DGGML_CUDA_FA_ALL_QUANTS
|
|
endif # LLAMA_CUDA_FA_ALL_QUANTS
|
|
|
|
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.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_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_MEMORY_DEBUG
|
|
MK_CPPFLAGS += -DGGML_VULKAN_MEMORY_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
|
|
AMDGPU_TARGETS ?= $(shell $(shell which amdgpu-arch))
|
|
else
|
|
ROCM_PATH ?= /opt/rocm
|
|
AMDGPU_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 += -L$(ROCM_PATH)/lib64 -Wl,-rpath=$(ROCM_PATH)/lib64
|
|
MK_LDFLAGS += -lhipblas -lamdhip64 -lrocblas
|
|
HIPFLAGS += $(addprefix --offload-arch=,$(AMDGPU_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))
|
|
OBJS += $(OBJS_CUDA_TEMP_INST)
|
|
|
|
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.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
|
|
|
|
OBJS += ggml-alloc.o ggml-backend.o ggml-quants.o unicode.o unicode-data.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
|
|
|
|
ifndef LLAMA_NO_LLAMAFILE
|
|
sgemm.o: sgemm.cpp sgemm.h ggml.h
|
|
$(CXX) $(CXXFLAGS) -c $< -o $@
|
|
endif
|
|
|
|
ifdef LLAMA_RPC
|
|
ggml-rpc.o: ggml-rpc.cpp ggml-rpc.h
|
|
$(CXX) $(CXXFLAGS) -c $< -o $@
|
|
|
|
rpc-server.o: examples/rpc/rpc-server.cpp ggml-rpc.h
|
|
$(CXX) $(CXXFLAGS) -c $< -o $@
|
|
|
|
rpc-server: rpc-server.o ggml.o llama.o $(COMMON_DEPS) $(OBJS)
|
|
$(CXX) $(CXXFLAGS) $^ -o $@ $(LDFLAGS)
|
|
endif # LLAMA_RPC
|
|
|
|
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 $@
|
|
|
|
ggml-blas.o: ggml-blas.cpp ggml-blas.h
|
|
$(CXX) $(CXXFLAGS) -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 $@
|
|
|
|
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.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 common/build-info.cpp *.dot $(COV_TARGETS) $(BUILD_TARGETS) $(TEST_TARGETS)
|
|
rm -vrf ggml-cuda/*.o
|
|
rm -vrf ggml-cuda/template-instances/*.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))))
|
|
|
|
llama-cli: 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 ./llama-cli -h for help. ===='
|
|
@echo
|
|
|
|
llama-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)
|
|
|
|
llama-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)
|
|
|
|
llama-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)
|
|
|
|
llama-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)
|
|
|
|
llama-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)
|
|
|
|
llama-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)
|
|
|
|
llama-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)
|
|
|
|
llama-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)
|
|
|
|
llama-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)
|
|
|
|
llama-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)
|
|
|
|
llama-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)
|
|
|
|
llama-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)
|
|
|
|
llama-server: examples/server/server.cpp examples/server/utils.hpp examples/server/httplib.h common/json.hpp examples/server/colorthemes.css.hpp examples/server/style.css.hpp examples/server/theme-beeninorder.css.hpp examples/server/theme-ketivah.css.hpp examples/server/theme-mangotango.css.hpp examples/server/theme-playground.css.hpp examples/server/theme-polarnight.css.hpp examples/server/theme-snowstorm.css.hpp examples/server/index.html.hpp examples/server/index-new.html.hpp examples/server/index.js.hpp examples/server/completion.js.hpp examples/server/system-prompts.js.hpp examples/server/prompt-formats.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 );" \
|
|
) > $@
|
|
|
|
llama-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)
|
|
|
|
llama-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)
|
|
|
|
llama-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)
|
|
|
|
llama-cvector-generator: examples/cvector-generator/cvector-generator.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)
|
|
|
|
llama-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)
|
|
|
|
llama-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
|
|
|
|
llama-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)
|
|
|
|
llama-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)
|
|
|
|
llama-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)
|
|
|
|
llama-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)
|
|
|
|
llama-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)
|
|
|
|
llama-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)
|
|
|
|
llama-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)
|
|
|
|
llama-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)
|
|
|
|
llama-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)
|
|
|
|
llama-lookup-create: examples/lookup/lookup-create.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)
|
|
|
|
llama-lookup-merge: examples/lookup/lookup-merge.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)
|
|
|
|
llama-lookup-stats: examples/lookup/lookup-stats.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)
|
|
|
|
llama-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)
|
|
|
|
llama-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)
|
|
|
|
llama-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 $@ $(LDFLAGS)
|
|
|
|
run-benchmark-matmult: llama-benchmark-matmult
|
|
./$@
|
|
|
|
.PHONY: run-benchmark-matmult swift
|
|
|
|
llama-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)
|
|
|
|
llama-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)
|