llama : reorganize source code + improve CMake (#8006)

* scripts : update sync [no ci]

* files : relocate [no ci]

* ci : disable kompute build [no ci]

* cmake : fixes [no ci]

* server : fix mingw build

ggml-ci

* cmake : minor [no ci]

* cmake : link math library [no ci]

* cmake : build normal ggml library (not object library) [no ci]

* cmake : fix kompute build

ggml-ci

* make,cmake : fix LLAMA_CUDA + replace GGML_CDEF_PRIVATE

ggml-ci

* move public backend headers to the public include directory (#8122)

* move public backend headers to the public include directory

* nix test

* spm : fix metal header

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>

* scripts : fix sync paths [no ci]

* scripts : sync ggml-blas.h [no ci]

---------

Co-authored-by: slaren <slarengh@gmail.com>
This commit is contained in:
Georgi Gerganov 2024-06-26 18:33:02 +03:00 committed by GitHub
parent 8854044561
commit f3f65429c4
No known key found for this signature in database
GPG key ID: B5690EEEBB952194
345 changed files with 2555 additions and 1937 deletions

View file

@ -1,61 +0,0 @@
set(LLAMA_VERSION @LLAMA_INSTALL_VERSION@)
set(LLAMA_BUILD_COMMIT @LLAMA_BUILD_COMMIT@)
set(LLAMA_BUILD_NUMBER @LLAMA_BUILD_NUMBER@)
set(LLAMA_SHARED_LIB @BUILD_SHARED_LIBS@)
set(LLAMA_BLAS @LLAMA_BLAS@)
set(LLAMA_CUDA @LLAMA_CUDA@)
set(LLAMA_METAL @LLAMA_METAL@)
set(LLAMA_HIPBLAS @LLAMA_HIPBLAS@)
set(LLAMA_ACCELERATE @LLAMA_ACCELERATE@)
@PACKAGE_INIT@
set_and_check(LLAMA_INCLUDE_DIR "@PACKAGE_LLAMA_INCLUDE_INSTALL_DIR@")
set_and_check(LLAMA_LIB_DIR "@PACKAGE_LLAMA_LIB_INSTALL_DIR@")
set_and_check(LLAMA_BIN_DIR "@PACKAGE_LLAMA_BIN_INSTALL_DIR@")
# Ensure transient dependencies satisfied
find_package(Threads REQUIRED)
if (APPLE AND LLAMA_ACCELERATE)
find_library(ACCELERATE_FRAMEWORK Accelerate REQUIRED)
endif()
if (LLAMA_BLAS)
find_package(BLAS REQUIRED)
endif()
if (LLAMA_CUDA)
find_package(CUDAToolkit REQUIRED)
endif()
if (LLAMA_METAL)
find_library(FOUNDATION_LIBRARY Foundation REQUIRED)
find_library(METAL_FRAMEWORK Metal REQUIRED)
find_library(METALKIT_FRAMEWORK MetalKit REQUIRED)
endif()
if (LLAMA_HIPBLAS)
find_package(hip REQUIRED)
find_package(hipblas REQUIRED)
find_package(rocblas REQUIRED)
endif()
find_library(llama_LIBRARY llama
REQUIRED
HINTS ${LLAMA_LIB_DIR})
set(_llama_link_deps "Threads::Threads" "@LLAMA_EXTRA_LIBS@")
set(_llama_transient_defines "@LLAMA_TRANSIENT_DEFINES@")
add_library(llama UNKNOWN IMPORTED)
set_target_properties(llama
PROPERTIES
INTERFACE_INCLUDE_DIRECTORIES "${LLAMA_INCLUDE_DIR}"
INTERFACE_LINK_LIBRARIES "${_llama_link_deps}"
INTERFACE_COMPILE_DEFINITIONS "${_llama_transient_defines}"
IMPORTED_LINK_INTERFACE_LANGUAGES "CXX"
IMPORTED_LOCATION "${llama_LIBRARY}"
INTERFACE_COMPILE_FEATURES cxx_std_11
POSITION_INDEPENDENT_CODE ON )
check_required_components(Llama)

View file

@ -1,58 +0,0 @@
set(BUILD_NUMBER 0)
set(BUILD_COMMIT "unknown")
set(BUILD_COMPILER "unknown")
set(BUILD_TARGET "unknown")
# Look for git
find_package(Git)
if(NOT Git_FOUND)
find_program(GIT_EXECUTABLE NAMES git git.exe)
if(GIT_EXECUTABLE)
set(Git_FOUND TRUE)
message(STATUS "Found Git: ${GIT_EXECUTABLE}")
else()
message(WARNING "Git not found. Build info will not be accurate.")
endif()
endif()
# Get the commit count and hash
if(Git_FOUND)
execute_process(
COMMAND ${GIT_EXECUTABLE} rev-parse --short HEAD
WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}
OUTPUT_VARIABLE HEAD
OUTPUT_STRIP_TRAILING_WHITESPACE
RESULT_VARIABLE RES
)
if (RES EQUAL 0)
set(BUILD_COMMIT ${HEAD})
endif()
execute_process(
COMMAND ${GIT_EXECUTABLE} rev-list --count HEAD
WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}
OUTPUT_VARIABLE COUNT
OUTPUT_STRIP_TRAILING_WHITESPACE
RESULT_VARIABLE RES
)
if (RES EQUAL 0)
set(BUILD_NUMBER ${COUNT})
endif()
endif()
if(MSVC)
set(BUILD_COMPILER "${CMAKE_C_COMPILER_ID} ${CMAKE_C_COMPILER_VERSION}")
set(BUILD_TARGET ${CMAKE_VS_PLATFORM_NAME})
else()
execute_process(
COMMAND sh -c "$@ --version | head -1" _ ${CMAKE_C_COMPILER}
OUTPUT_VARIABLE OUT
OUTPUT_STRIP_TRAILING_WHITESPACE
)
set(BUILD_COMPILER ${OUT})
execute_process(
COMMAND ${CMAKE_C_COMPILER} -dumpmachine
OUTPUT_VARIABLE OUT
OUTPUT_STRIP_TRAILING_WHITESPACE
)
set(BUILD_TARGET ${OUT})
endif()

View file

@ -8,20 +8,20 @@ build_compiler="unknown"
build_target="unknown"
if out=$(git rev-list --count HEAD); then
# git is broken on WSL so we need to strip extra newlines
build_number=$(printf '%s' "$out" | tr -d '\n')
# git is broken on WSL so we need to strip extra newlines
build_number=$(printf '%s' "$out" | tr -d '\n')
fi
if out=$(git rev-parse --short HEAD); then
build_commit=$(printf '%s' "$out" | tr -d '\n')
build_commit=$(printf '%s' "$out" | tr -d '\n')
fi
if out=$($CC --version | head -1); then
build_compiler=$out
build_compiler=$out
fi
if out=$($CC -dumpmachine); then
build_target=$out
build_target=$out
fi
echo "int LLAMA_BUILD_NUMBER = ${build_number};"

View file

@ -12,7 +12,7 @@ bench_args="${@:3}"
rm -f llama-bench.sqlite > /dev/null
# to test a backend, call the script with the corresponding environment variable (e.g. LLAMA_CUDA=1 ./scripts/compare-commits.sh ...)
# to test a backend, call the script with the corresponding environment variable (e.g. GGML_CUDA=1 ./scripts/compare-commits.sh ...)
git checkout $1 > /dev/null
make clean > /dev/null

View file

@ -110,7 +110,7 @@ rm -rf "$build_dir" && mkdir "$build_dir" || abort "Failed to make $build_dir"
###########################################################
# Note: test-eval-callback requires -DLLAMA_CURL
cmake -B "./$build_dir" -DCMAKE_BUILD_TYPE=Debug -DLLAMA_CUDA=1 -DLLAMA_CURL=1 || abort "Failed to build enviroment"
cmake -B "./$build_dir" -DCMAKE_BUILD_TYPE=Debug -DGGML_CUDA=1 -DLLAMA_CURL=1 || abort "Failed to build enviroment"
pushd "$build_dir"
make -j || abort "Failed to compile"
popd > /dev/null || exit 1

View file

@ -1,24 +0,0 @@
include(${CMAKE_CURRENT_SOURCE_DIR}/scripts/build-info.cmake)
set(TEMPLATE_FILE "${CMAKE_CURRENT_SOURCE_DIR}/common/build-info.cpp.in")
set(OUTPUT_FILE "${CMAKE_CURRENT_SOURCE_DIR}/common/build-info.cpp")
# Only write the build info if it changed
if(EXISTS ${OUTPUT_FILE})
file(READ ${OUTPUT_FILE} CONTENTS)
string(REGEX MATCH "LLAMA_COMMIT = \"([^\"]*)\";" _ ${CONTENTS})
set(OLD_COMMIT ${CMAKE_MATCH_1})
string(REGEX MATCH "LLAMA_COMPILER = \"([^\"]*)\";" _ ${CONTENTS})
set(OLD_COMPILER ${CMAKE_MATCH_1})
string(REGEX MATCH "LLAMA_BUILD_TARGET = \"([^\"]*)\";" _ ${CONTENTS})
set(OLD_TARGET ${CMAKE_MATCH_1})
if (
NOT OLD_COMMIT STREQUAL BUILD_COMMIT OR
NOT OLD_COMPILER STREQUAL BUILD_COMPILER OR
NOT OLD_TARGET STREQUAL BUILD_TARGET
)
configure_file(${TEMPLATE_FILE} ${OUTPUT_FILE})
endif()
else()
configure_file(${TEMPLATE_FILE} ${OUTPUT_FILE})
endif()

View file

@ -42,7 +42,7 @@ git clone https://github.com/ggerganov/llama.cpp
cd llama.cpp
LLAMA_CUDA=1 make -j
GGML_CUDA=1 make -j
ln -sfn /workspace/TinyLlama-1.1B-Chat-v0.3 ./models/tinyllama-1b
ln -sfn /workspace/CodeLlama-7b-hf ./models/codellama-7b
@ -60,7 +60,7 @@ cd /workspace/llama.cpp
mkdir build-cublas
cd build-cublas
cmake -DLLAMA_CUDA=1 ../
cmake -DGGML_CUDA=1 ../
make -j
if [ "$1" -eq "0" ]; then
@ -186,17 +186,17 @@ if [ "$1" -eq "1" ]; then
# batched
cd /workspace/llama.cpp
LLAMA_CUDA=1 make -j && ./llama-batched ./models/tinyllama-1b/ggml-model-f16.gguf "Hello, my name is" 8 128 999
GGML_CUDA=1 make -j && ./llama-batched ./models/tinyllama-1b/ggml-model-f16.gguf "Hello, my name is" 8 128 999
# batched-bench
cd /workspace/llama.cpp
LLAMA_CUDA=1 make -j && ./llama-batched-bench ./models/tinyllama-1b/ggml-model-f16.gguf 4608 1 99 0 512 128 1,2,3,4,5,6,7,8,16,32
GGML_CUDA=1 make -j && ./llama-batched-bench ./models/tinyllama-1b/ggml-model-f16.gguf 4608 1 99 0 512 128 1,2,3,4,5,6,7,8,16,32
# parallel
cd /workspace/llama.cpp
LLAMA_CUDA=1 make -j && ./llama-parallel -m ./models/tinyllama-1b/ggml-model-f16.gguf -t 1 -ngl 100 -c 4096 -b 512 -s 1 -np 8 -ns 128 -n 100 -cb
GGML_CUDA=1 make -j && ./llama-parallel -m ./models/tinyllama-1b/ggml-model-f16.gguf -t 1 -ngl 100 -c 4096 -b 512 -s 1 -np 8 -ns 128 -n 100 -cb
fi
@ -204,10 +204,10 @@ fi
#if [ "$1" -eq "7" ]; then
# cd /workspace/llama.cpp
#
# LLAMA_CUDA=1 make -j && ./llama-speculative -m ./models/codellama-34b-instruct/ggml-model-f16.gguf -md ./models/codellama-7b-instruct/ggml-model-q4_0.gguf -p "# Dijkstra's shortest path algorithm in Python (4 spaces indentation) + complexity analysis:\n\n" -e -ngl 999 -ngld 999 -t 4 -n 512 -c 4096 -s 21 --draft 16 -np 1 --temp 0.0
# GGML_CUDA=1 make -j && ./llama-speculative -m ./models/codellama-34b-instruct/ggml-model-f16.gguf -md ./models/codellama-7b-instruct/ggml-model-q4_0.gguf -p "# Dijkstra's shortest path algorithm in Python (4 spaces indentation) + complexity analysis:\n\n" -e -ngl 999 -ngld 999 -t 4 -n 512 -c 4096 -s 21 --draft 16 -np 1 --temp 0.0
#fi
# more benches
#LLAMA_CUDA=1 make -j && ./llama-batched-bench ./models/codellama-7b/ggml-model-q4_k.gguf 4096 1 99 1 512,3200 128,128,800 1
#LLAMA_CUDA=1 make -j && ./llama-batched-bench ./models/codellama-13b/ggml-model-q4_k.gguf 4096 1 99 1 512,3200 128,128,800 1
#GGML_CUDA=1 make -j && ./llama-batched-bench ./models/codellama-7b/ggml-model-q4_k.gguf 4096 1 99 1 512,3200 128,128,800 1
#GGML_CUDA=1 make -j && ./llama-batched-bench ./models/codellama-13b/ggml-model-q4_k.gguf 4096 1 99 1 512,3200 128,128,800 1

View file

@ -380,7 +380,7 @@ fi
if [[ "$backend" == "cuda" ]]; then
printf "[+] Building with CUDA backend\n"
LLAMA_CUDA=1 make -j llama-server $log
GGML_CUDA=1 make -j llama-server $log
elif [[ "$backend" == "cpu" ]]; then
printf "[+] Building with CPU backend\n"
make -j llama-server $log

View file

@ -53,7 +53,9 @@ while read c; do
fi
git format-patch -k $c~1..$c --stdout -- \
include/ggml/ggml*.h \
CMakeLists.txt \
src/CMakeLists.txt \
cmake/FindSIMD.cmake \
src/ggml*.h \
src/ggml*.c \
src/ggml*.cpp \
@ -61,6 +63,7 @@ while read c; do
src/ggml*.metal \
src/ggml*.cu \
src/ggml-cuda/* \
include/ggml*.h \
tests/test-opt.cpp \
tests/test-grad0.cpp \
tests/test-quantize-fns.cpp \
@ -93,30 +96,36 @@ if [ -f $SRC_LLAMA/ggml-src.patch ]; then
# replace filenames:
#
# src/ggml.c -> ggml.c
# src/ggml-alloc.c -> ggml-alloc.c
# src/ggml-backend-impl.h -> ggml-backend-impl.h
# src/ggml-backend.c -> ggml-backend.c
# src/ggml-common.h -> ggml-common.h
# src/ggml-cuda/* -> ggml-cuda/
# src/ggml-cuda.cu -> ggml-cuda.cu
# src/ggml-cuda.h -> ggml-cuda.h
# src/ggml-impl.h -> ggml-impl.h
# src/ggml-kompute.cpp -> ggml-kompute.cpp
# src/ggml-kompute.h -> ggml-kompute.h
# src/ggml-metal.h -> ggml-metal.h
# src/ggml-metal.m -> ggml-metal.m
# src/ggml-quants.c -> ggml-quants.c
# src/ggml-quants.h -> ggml-quants.h
# src/ggml-rpc.cpp -> ggml-rpc.cpp
# src/ggml-rpc.h -> ggml-rpc.h
# src/ggml-sycl.cpp -> ggml-sycl.cpp
# src/ggml-sycl.h -> ggml-sycl.h
# src/ggml-vulkan.cpp -> ggml-vulkan.cpp
# src/ggml-vulkan.h -> ggml-vulkan.h
# include/ggml/ggml.h -> ggml.h
# include/ggml/ggml-alloc.h -> ggml-alloc.h
# include/ggml/ggml-backend.h -> ggml-backend.h
# CMakelists.txt -> ggml/CMakeLists.txt
# src/CMakeLists.txt -> ggml/src/CMakeLists.txt
# cmake/FindSIMD.cmake -> ggml/cmake/FindSIMD.cmake
#
# src/ggml.c -> ggml/src/ggml.c
# src/ggml-alloc.c -> ggml/src/ggml-alloc.c
# src/ggml-backend-impl.h -> ggml/src/ggml-backend-impl.h
# src/ggml-backend.c -> ggml/src/ggml-backend.c
# src/ggml-common.h -> ggml/src/ggml-common.h
# src/ggml-cuda/* -> ggml/src/ggml-cuda/
# src/ggml-cuda.cu -> ggml/src/ggml-cuda.cu
# src/ggml-impl.h -> ggml/src/ggml-impl.h
# src/ggml-kompute.cpp -> ggml/src/ggml-kompute.cpp
# src/ggml-metal.m -> ggml/src/ggml-metal.m
# src/ggml-quants.c -> ggml/src/ggml-quants.c
# src/ggml-quants.h -> ggml/src/ggml-quants.h
# src/ggml-rpc.cpp -> ggml/src/ggml-rpc.cpp
# src/ggml-sycl.cpp -> ggml/src/ggml-sycl.cpp
# src/ggml-vulkan.cpp -> ggml/src/ggml-vulkan.cpp
#
# include/ggml.h -> ggml/include/ggml.h
# include/ggml-alloc.h -> ggml/include/ggml-alloc.h
# include/ggml-backend.h -> ggml/include/ggml-backend.h
# include/ggml-blas.h -> ggml/include/ggml-blas.h
# include/ggml-cuda.h -> ggml/include/ggml-cuda.h
# include/ggml-kompute.h -> ggml/include/ggml-kompute.h
# include/ggml-metal.h -> ggml/include/ggml-metal.h
# include/ggml-rpc.h -> ggml/include/ggml-rpc.h
# include/ggml-sycl.h -> ggml/include/ggml-sycl.h
# include/ggml-vulkan.h -> ggml/include/ggml-vulkan.h
#
# tests/test-opt.cpp -> tests/test-opt.cpp
# tests/test-grad0.cpp -> tests/test-grad0.cpp
@ -124,34 +133,38 @@ if [ -f $SRC_LLAMA/ggml-src.patch ]; then
# tests/test-quantize-perf.cpp -> tests/test-quantize-perf.cpp
# tests/test-backend-ops.cpp -> tests/test-backend-ops.cpp
#
# LICENSE -> LICENSE
# scripts/gen-authors.sh -> scripts/gen-authors.sh
# LICENSE -> LICENSE
# scripts/gen-authors.sh -> scripts/gen-authors.sh
cat ggml-src.patch | sed \
-e 's/src\/ggml\.c/ggml.c/g' \
-e 's/src\/ggml-alloc\.c/ggml-alloc.c/g' \
-e 's/src\/ggml-backend-impl\.h/ggml-backend-impl.h/g' \
-e 's/src\/ggml-backend\.c/ggml-backend.c/g' \
-e 's/src\/ggml-common\.h/ggml-common.h/g' \
-e 's/CMakeLists.txt/ggml\/CMakeLists.txt/g' \
-e 's/src\/CMakeLists.txt/ggml\/src\/CMakeLists.txt/g' \
-e 's/cmake\/FindSIMD.cmake/ggml\/cmake\/FindSIMD.cmake/g' \
-e 's/src\/ggml\.c/ggml/src/ggml.c/g' \
-e 's/src\/ggml-alloc\.c/ggml/src/ggml-alloc.c/g' \
-e 's/src\/ggml-backend-impl\.h/ggml/src/ggml-backend-impl.h/g' \
-e 's/src\/ggml-backend\.c/ggml/src/ggml-backend.c/g' \
-e 's/src\/ggml-common\.h/ggml/src/ggml-common.h/g' \
-e 's/src\/ggml-cuda\//ggml-cuda\//g' \
-e 's/src\/ggml-cuda\.cu/ggml-cuda.cu/g' \
-e 's/src\/ggml-cuda\.h/ggml-cuda.h/g' \
-e 's/src\/ggml-impl\.h/ggml-impl.h/g' \
-e 's/src\/ggml-kompute\.cpp/ggml-kompute.cpp/g' \
-e 's/src\/ggml-kompute\.h/ggml-kompute.h/g' \
-e 's/src\/ggml-metal\.h/ggml-metal.h/g' \
-e 's/src\/ggml-metal\.m/ggml-metal.m/g' \
-e 's/src\/ggml-quants\.c/ggml-quants.c/g' \
-e 's/src\/ggml-quants\.h/ggml-quants.h/g' \
-e 's/src\/ggml-rpc\.cpp/ggml-rpc.cpp/g' \
-e 's/src\/ggml-rpc\.h/ggml-rpc.h/g' \
-e 's/src\/ggml-sycl\.cpp/ggml-sycl.cpp/g' \
-e 's/src\/ggml-sycl\.h/ggml-sycl.h/g' \
-e 's/src\/ggml-vulkan\.cpp/ggml-vulkan.cpp/g' \
-e 's/src\/ggml-vulkan\.h/ggml-vulkan.h/g' \
-e 's/include\/ggml\/ggml\.h/ggml.h/g' \
-e 's/include\/ggml\/ggml-alloc\.h/ggml-alloc.h/g' \
-e 's/include\/ggml\/ggml-backend\.h/ggml-backend.h/g' \
-e 's/src\/ggml-cuda\.cu/ggml/src/ggml-cuda.cu/g' \
-e 's/src\/ggml-impl\.h/ggml/src/ggml-impl.h/g' \
-e 's/src\/ggml-kompute\.cpp/ggml/src/ggml-kompute.cpp/g' \
-e 's/src\/ggml-metal\.m/ggml/src/ggml-metal.m/g' \
-e 's/src\/ggml-quants\.c/ggml/src/ggml-quants.c/g' \
-e 's/src\/ggml-quants\.h/ggml/src/ggml-quants.h/g' \
-e 's/src\/ggml-rpc\.cpp/ggml/src/ggml-rpc.cpp/g' \
-e 's/src\/ggml-sycl\.cpp/ggml/src/ggml-sycl.cpp/g' \
-e 's/src\/ggml-vulkan\.cpp/ggml/src/ggml-vulkan.cpp/g' \
-e 's/include\/ggml\.h/ggml/include/ggml.h/g' \
-e 's/include\/ggml-alloc\.h/ggml/include/ggml-alloc.h/g' \
-e 's/include\/ggml-backend\.h/ggml/include/ggml-backend.h/g' \
-e 's/include\/ggml-blas\.h/ggml/include/ggml-blas.h/g' \
-e 's/include\/ggml-cuda\.h/ggml/include/ggml-cuda.h/g' \
-e 's/include\/ggml-kompute\.h/ggml/include/ggml-kompute.h/g' \
-e 's/include\/ggml-metal\.h/ggml/include/ggml-metal.h/g' \
-e 's/include\/ggml-rpc\.h/ggml/include/ggml-rpc.h/g' \
-e 's/include\/ggml-sycl\.h/ggml/include/ggml-sycl.h/g' \
-e 's/include\/ggml-vulkan\.h/ggml/include/ggml-vulkan.h/g' \
-e 's/tests\/test-opt\.cpp/tests\/test-opt.cpp/g' \
-e 's/tests\/test-grad0\.cpp/tests\/test-grad0.cpp/g' \
-e 's/tests\/test-quantize-fns\.cpp/tests\/test-quantize-fns.cpp/g' \

View file

@ -1,34 +1,42 @@
#!/bin/bash
cp -rpv ../ggml/src/ggml.c ./ggml.c
cp -rpv ../ggml/src/ggml-alloc.c ./ggml-alloc.c
cp -rpv ../ggml/src/ggml-backend-impl.h ./ggml-backend-impl.h
cp -rpv ../ggml/src/ggml-backend.c ./ggml-backend.c
cp -rpv ../ggml/src/ggml-common.h ./ggml-common.h
cp -rpv ../ggml/src/ggml-cuda/* ./ggml-cuda/
cp -rpv ../ggml/src/ggml-cuda.cu ./ggml-cuda.cu
cp -rpv ../ggml/src/ggml-cuda.h ./ggml-cuda.h
cp -rpv ../ggml/src/ggml-impl.h ./ggml-impl.h
cp -rpv ../ggml/src/ggml-kompute.cpp ./ggml-kompute.cpp
cp -rpv ../ggml/src/ggml-kompute.h ./ggml-kompute.h
cp -rpv ../ggml/src/ggml-metal.h ./ggml-metal.h
cp -rpv ../ggml/src/ggml-metal.m ./ggml-metal.m
cp -rpv ../ggml/src/ggml-metal.metal ./ggml-metal.metal
cp -rpv ../ggml/src/ggml-quants.c ./ggml-quants.c
cp -rpv ../ggml/src/ggml-quants.h ./ggml-quants.h
cp -rpv ../ggml/src/ggml-rpc.cpp ./ggml-rpc.cpp
cp -rpv ../ggml/src/ggml-rpc.h ./ggml-rpc.h
cp -rpv ../ggml/src/ggml-sycl.cpp ./ggml-sycl.cpp
cp -rpv ../ggml/src/ggml-sycl.h ./ggml-sycl.h
cp -rpv ../ggml/src/ggml-vulkan.cpp ./ggml-vulkan.cpp
cp -rpv ../ggml/src/ggml-vulkan.h ./ggml-vulkan.h
cp -rpv ../ggml/include/ggml/ggml.h ./ggml.h
cp -rpv ../ggml/include/ggml/ggml-alloc.h ./ggml-alloc.h
cp -rpv ../ggml/include/ggml/ggml-backend.h ./ggml-backend.h
cp -rpv ../ggml/CMakeLists.txt ./ggml/CMakeLists.txt
cp -rpv ../ggml/src/CMakeLists.txt ./ggml/src/CMakeLists.txt
cp -rpv ../ggml/cmake/FindSIMD.cmake ./ggml/cmake/FindSIMD.cmake
cp -rpv ../ggml/tests/test-opt.cpp ./tests/test-opt.cpp
cp -rpv ../ggml/tests/test-grad0.cpp ./tests/test-grad0.cpp
cp -rpv ../ggml/tests/test-backend-ops.cpp ./tests/test-backend-ops.cpp
cp -rpv ../ggml/src/ggml.c ./ggml/src/ggml.c
cp -rpv ../ggml/src/ggml-alloc.c ./ggml/src/ggml-alloc.c
cp -rpv ../ggml/src/ggml-backend-impl.h ./ggml/src/ggml-backend-impl.h
cp -rpv ../ggml/src/ggml-backend.c ./ggml/src/ggml-backend.c
cp -rpv ../ggml/src/ggml-common.h ./ggml/src/ggml-common.h
cp -rpv ../ggml/src/ggml-cuda/* ./ggml/src/ggml-cuda/
cp -rpv ../ggml/src/ggml-cuda.cu ./ggml/src/ggml-cuda.cu
cp -rpv ../ggml/src/ggml-impl.h ./ggml/src/ggml-impl.h
cp -rpv ../ggml/src/ggml-kompute.cpp ./ggml/src/ggml-kompute.cpp
cp -rpv ../ggml/src/ggml-metal.m ./ggml/src/ggml-metal.m
cp -rpv ../ggml/src/ggml-metal.metal ./ggml/src/ggml-metal.metal
cp -rpv ../ggml/src/ggml-quants.c ./ggml/src/ggml-quants.c
cp -rpv ../ggml/src/ggml-quants.h ./ggml/src/ggml-quants.h
cp -rpv ../ggml/src/ggml-rpc.cpp ./ggml/src/ggml-rpc.cpp
cp -rpv ../ggml/src/ggml-sycl.cpp ./ggml/src/ggml-sycl.cpp
cp -rpv ../ggml/src/ggml-vulkan.cpp ./ggml/src/ggml-vulkan.cpp
cp -rpv ../LICENSE ./LICENSE
cp -rpv ../ggml/scripts/gen-authors.sh ./scripts/gen-authors.sh
cp -rpv ../ggml/include/ggml.h ./ggml/include/ggml.h
cp -rpv ../ggml/include/ggml-alloc.h ./ggml/include/ggml-alloc.h
cp -rpv ../ggml/include/ggml-backend.h ./ggml/include/ggml-backend.h
cp -rpv ../ggml/include/ggml-blas.h ./ggml/include/ggml-blas.h
cp -rpv ../ggml/include/ggml-cuda.h ./ggml/include/ggml-cuda.h
cp -rpv ../ggml/include/ggml-kompute.h ./ggml/include/ggml-kompute.h
cp -rpv ../ggml/include/ggml-metal.h ./ggml/include/ggml-metal.h
cp -rpv ../ggml/include/ggml-rpc.h ./ggml/include/ggml-rpc.h
cp -rpv ../ggml/include/ggml-sycl.h ./ggml/include/ggml-sycl.h
cp -rpv ../ggml/include/ggml-vulkan.h ./ggml/include/ggml-vulkan.h
cp -rpv ../ggml/tests/test-opt.cpp ./tests/test-opt.cpp
cp -rpv ../ggml/tests/test-grad0.cpp ./tests/test-grad0.cpp
cp -rpv ../ggml/tests/test-quantize-fns.cpp ./tests/test-quantize-fns.cpp
cp -rpv ../ggml/tests/test-quantize-perf.cpp ./tests/test-quantize-perf.cpp
cp -rpv ../ggml/tests/test-backend-ops.cpp ./tests/test-backend-ops.cpp
cp -rpv ../LICENSE ./LICENSE
cp -rpv ../ggml/scripts/gen-authors.sh ./scripts/gen-authors.sh