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refactor: move model-specific operators and fusions into backend extensions (#2253)
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@@ -225,6 +225,8 @@ file(GLOB SD_LIB_SOURCES CONFIGURE_DEPENDS
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"src/core/*.h"
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"src/core/*.cpp"
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"src/core/*.hpp"
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"src/core/cpu/*.h"
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"src/core/cpu/*.cpp"
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"src/core/probe/*.h"
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"src/core/probe/*.cpp"
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"src/extensions/*.h"
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@@ -343,6 +345,46 @@ if (SD_CUDA)
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# Keep the driver stub on downstream link lines when no driver is installed.
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target_link_libraries(${SD_LIB} PUBLIC CUDA::cuda_driver)
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set_property(SOURCE src/core/ggml_extend_backend.cpp APPEND PROPERTY COMPILE_DEFINITIONS SD_USE_CUDA)
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if (NOT SD_USE_UPSTREAM_GGML)
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include(cmake/cutlass.cmake)
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enable_language(CUDA)
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set_target_properties(${SD_LIB} PROPERTIES CUDA_STANDARD 17 CUDA_STANDARD_REQUIRED ON)
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if (SD_CUDA_CUTLASS_PATH)
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target_sources(${SD_LIB} PRIVATE src/core/cuda/cute_attention.cu src/core/cuda/i8_projection.cu src/core/cuda/i8_gated_residual.cu src/core/cuda/i8_gemm.cu)
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set_source_files_properties(src/core/cuda/cute_attention.cu src/core/cuda/i8_projection.cu src/core/cuda/i8_gated_residual.cu src/core/cuda/i8_gemm.cu PROPERTIES
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INCLUDE_DIRECTORIES "${SD_CUDA_CUTLASS_PATH}/include"
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COMPILE_OPTIONS "--use_fast_math;--extended-lambda;--expt-relaxed-constexpr")
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if (MSVC)
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set_property(SOURCE src/core/cuda/cute_attention.cu src/core/cuda/i8_projection.cu src/core/cuda/i8_gated_residual.cu src/core/cuda/i8_gemm.cu APPEND PROPERTY COMPILE_OPTIONS -Xcompiler=/Zc:preprocessor,/Zc:__cplusplus)
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endif()
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if (GGML_CUDA_FORCE_CUBLAS)
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set_property(SOURCE src/core/cuda/i8_projection.cu src/core/cuda/i8_gated_residual.cu src/core/cuda/i8_gemm.cu APPEND PROPERTY COMPILE_DEFINITIONS SD_CUDA_FORCE_CUBLAS)
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endif()
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endif()
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endif()
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endif()
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set(SD_BACKEND_REGISTRATIONS)
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if (NOT SD_USE_UPSTREAM_GGML AND (SD_CUDA OR SD_HIPBLAS OR SD_MUSA))
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if(SD_HIPBLAS)
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include(cmake/hip.cmake)
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endif()
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add_subdirectory(src/core/cuda)
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foreach(VENDOR CUDA HIP MUSA)
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if(SD_${VENDOR} OR (VENDOR STREQUAL "HIP" AND SD_HIPBLAS))
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string(TOLOWER "${VENDOR}" NAMESPACE)
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list(APPEND SD_BACKEND_REGISTRATIONS "sd_${NAMESPACE}::register_extensions")
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endif()
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endforeach()
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endif()
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if (SD_VULKAN AND NOT SD_USE_UPSTREAM_GGML)
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add_subdirectory(src/core/vulkan)
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list(APPEND SD_BACKEND_REGISTRATIONS sd_ggml_register_vulkan_rope sd_ggml_register_vulkan_i8)
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endif()
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if(SD_BACKEND_REGISTRATIONS)
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string(REPLACE ";" ",\n " SD_BACKEND_REGISTRATIONS "${SD_BACKEND_REGISTRATIONS}")
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configure_file(cmake/backend_extensions.h.in generated/sd_backend_extensions.h @ONLY)
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set_property(SOURCE src/core/ggml_extensions.cpp APPEND PROPERTY INCLUDE_DIRECTORIES "${CMAKE_CURRENT_BINARY_DIR}/generated")
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set_property(SOURCE src/core/ggml_extensions.cpp APPEND PROPERTY COMPILE_DEFINITIONS SD_BACKEND_EXTENSIONS)
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endif()
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if (SD_HIPBLAS)
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find_package(hip REQUIRED CONFIG HINTS "$ENV{ROCM_PATH}" /opt/rocm)
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