mirror of
https://github.com/ggerganov/llama.cpp.git
synced 2024-11-13 14:29:52 +00:00
82ca83db3c
Supercedes #4024 and #4813. CMake's native HIP support has become the recommended way to add HIP code into a project (see [here](https://rocm.docs.amd.com/en/docs-6.0.0/conceptual/cmake-packages.html#using-hip-in-cmake)). This PR makes the following changes: 1. The environment variable `HIPCXX` or CMake option `CMAKE_HIP_COMPILER` should be used to specify the HIP compiler. Notably this shouldn't be `hipcc`, but ROCm's clang, which usually resides in `$ROCM_PATH/llvm/bin/clang`. Previously this was control by `CMAKE_C_COMPILER` and `CMAKE_CXX_COMPILER`. Note that since native CMake HIP support is not yet available on Windows, on Windows we fall back to the old behavior. 2. CMake option `CMAKE_HIP_ARCHITECTURES` is used to control the GPU architectures to build for. Previously this was controled by `GPU_TARGETS`. 3. Updated the Nix recipe to account for these new changes. 4. The GPU targets to build against in the Nix recipe is now consistent with the supported GPU targets in nixpkgs. 5. Added CI checks for HIP on both Linux and Windows. On Linux, we test both the new and old behavior. The most important part about this PR is the separation of the HIP compiler and the C/C++ compiler. This allows users to choose a different C/C++ compiler if desired, compared to the current situation where when building for ROCm support, everything must be compiled with ROCm's clang. ~~Makefile is unchanged. Please let me know if we want to be consistent on variables' naming because Makefile still uses `GPU_TARGETS` to control architectures to build for, but I feel like setting `CMAKE_HIP_ARCHITECTURES` is a bit awkward when you're calling `make`.~~ Makefile used `GPU_TARGETS` but the README says to use `AMDGPU_TARGETS`. For consistency with CMake, all usage of `GPU_TARGETS` in Makefile has been updated to `AMDGPU_TARGETS`. Thanks to the suggestion of @jin-eld, to maintain backwards compatibility (and not break too many downstream users' builds), if `CMAKE_CXX_COMPILER` ends with `hipcc`, then we still compile using the original behavior and emit a warning that recommends switching to the new HIP support. Similarly, if `AMDGPU_TARGETS` is set but `CMAKE_HIP_ARCHITECTURES` is not, then we forward `AMDGPU_TARGETS` to `CMAKE_HIP_ARCHITECTURES` to ease the transition to the new HIP support. Signed-off-by: Gavin Zhao <git@gzgz.dev>
1036 lines
38 KiB
Makefile
1036 lines
38 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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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
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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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|
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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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|
|
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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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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-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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|
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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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#
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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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|
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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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MK_NVCCFLAGS += -O3
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else
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MK_CFLAGS += -O3
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MK_CXXFLAGS += -O3
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MK_NVCCFLAGS += -O3
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endif
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|
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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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|
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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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|
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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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|
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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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|
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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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|
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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
|
|
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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|
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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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|
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ifeq ($(UNAME_S),Linux)
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|
MK_CPPFLAGS += -D_GLIBCXX_ASSERTIONS
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endif
|
|
else
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MK_CPPFLAGS += -DNDEBUG
|
|
endif
|
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|
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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
|
|
endif
|
|
|
|
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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|
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ifdef LLAMA_SERVER_VERBOSE
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|
MK_CPPFLAGS += -DSERVER_VERBOSE=$(LLAMA_SERVER_VERBOSE)
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endif
|
|
|
|
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
|
|
MK_CFLAGS += $(WARN_FLAGS) -Wshadow -Wstrict-prototypes -Wpointer-arith -Wmissing-prototypes -Werror=implicit-int \
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|
-Werror=implicit-function-declaration
|
|
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
|
|
endif
|
|
|
|
# this version of Apple ld64 is buggy
|
|
ifneq '' '$(findstring dyld-1015.7,$(shell $(CC) $(LDFLAGS) -Wl,-v 2>&1))'
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|
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 -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/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
|
|
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 += -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))
|
|
|
|
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)
|