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(wip) add Flash decoding #5

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(wip) add Flash decoding #5

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c3bc00c
Merge pull request #2 from ggerganov/master
calvintwr Jan 20, 2024
dc5d269
Merge branch 'ggerganov:master' into master
FSSRepo Jan 23, 2024
c42f7cb
Merge branch 'master' of https://github.com/Pints-App/llama.cpp
FSSRepo Mar 6, 2024
888a724
cleanup FA implementation + flash decoding kernel (wip)
FSSRepo Mar 6, 2024
936cea0
fix NaNs when context reset
FSSRepo Mar 7, 2024
f490812
enable flash decoding
FSSRepo Mar 7, 2024
eecf7ee
optional flash-decoding
FSSRepo Mar 7, 2024
be9ecd6
fix bug + debug prints
FSSRepo Mar 8, 2024
82374d0
add more debug mods
FSSRepo Mar 8, 2024
7b979d1
fix mixtral models - flash decoding
FSSRepo Mar 9, 2024
653b257
update test
FSSRepo Mar 9, 2024
9d3b57e
flash decoding load tile data in sram
FSSRepo Mar 14, 2024
7c28e0f
flash original
FSSRepo Mar 23, 2024
0a13dfe
fix linux library dir
FSSRepo Mar 24, 2024
19775b0
fix block size conversion
FSSRepo Mar 24, 2024
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17 changes: 15 additions & 2 deletions CMakeLists.txt
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Original file line number Diff line number Diff line change
Expand Up @@ -2,6 +2,8 @@ cmake_minimum_required(VERSION 3.14) # for add_link_options and implicit target
project("llama.cpp" C CXX)
include(CheckIncludeFileCXX)

set(FLASH_DIR ../flash-attention-cpp)

set(CMAKE_EXPORT_COMPILE_COMMANDS ON)

if (NOT XCODE AND NOT MSVC AND NOT CMAKE_BUILD_TYPE)
Expand Down Expand Up @@ -351,13 +353,24 @@ if (LLAMA_CUBLAS)

find_package(CUDAToolkit)
if (CUDAToolkit_FOUND)
if (WIN32)
link_directories(${FLASH_DIR}/build/Release)
else()
link_directories(${FLASH_DIR}/build)
endif()

message(STATUS "cuBLAS found")

enable_language(CUDA)

set(GGML_HEADERS_CUDA ggml-cuda.h)
set(GGML_SOURCES_CUDA ggml-cuda.cu)

set(LLAMA_EXTRA_INCLUDES ${LLAMA_EXTRA_INCLUDES}
${FLASH_DIR}
${FLASH_DIR}/fa
${FLASH_DIR}/cutlass/include)

add_compile_definitions(GGML_USE_CUBLAS)
if (LLAMA_CUDA_FORCE_DMMV)
add_compile_definitions(GGML_CUDA_FORCE_DMMV)
Expand All @@ -379,12 +392,12 @@ if (LLAMA_CUBLAS)
if (LLAMA_STATIC)
if (WIN32)
# As of 12.3.1 CUDA Tookit for Windows does not offer a static cublas library
set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} CUDA::cudart_static CUDA::cublas CUDA::cublasLt)
set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} CUDA::cudart_static CUDA::cublas CUDA::cublasLt flash_attn)
else ()
set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} CUDA::cudart_static CUDA::cublas_static CUDA::cublasLt_static)
endif()
else()
set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} CUDA::cudart CUDA::cublas CUDA::cublasLt)
set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} CUDA::cudart CUDA::cublas CUDA::cublasLt flash_attn)
endif()

set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} CUDA::cuda_driver)
Expand Down
6 changes: 6 additions & 0 deletions examples/main/CMakeLists.txt
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Original file line number Diff line number Diff line change
Expand Up @@ -3,3 +3,9 @@ add_executable(${TARGET} main.cpp)
install(TARGETS ${TARGET} RUNTIME)
target_link_libraries(${TARGET} PRIVATE common llama ${CMAKE_THREAD_LIBS_INIT})
target_compile_features(${TARGET} PRIVATE cxx_std_11)

if (WIN32)
add_custom_command(TARGET main POST_BUILD COMMAND ${CMAKE_COMMAND} -E copy ${CMAKE_SOURCE_DIR}/${FLASH_DIR}/build/Release/flash_attn.dll $<TARGET_FILE_DIR:main>)
else()
add_custom_command(TARGET main POST_BUILD COMMAND ${CMAKE_COMMAND} -E copy ${CMAKE_SOURCE_DIR}/${FLASH_DIR}/build/libflash_attn.so $<TARGET_FILE_DIR:main>)
endif()
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