opencl: make OpenCL required, remove redundant lib and inc directories
* `ggml-base`, `..` and `.` are added by `ggml_add_backend_library`
This commit is contained in:
Li He
Max Krasnyansky
parent
97a12703dd
commit
22411ab58f
1 changed files with 143 additions and 149 deletions
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@ -1,153 +1,147 @@
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find_package(OpenCL REQUIRED)
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find_package(Python3 REQUIRED)
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find_package(OpenCL)
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set(TARGET_NAME ggml-opencl)
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if (OpenCL_FOUND)
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find_package(Python3 REQUIRED)
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ggml_add_backend_library(${TARGET_NAME}
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ggml-opencl.cpp
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../../include/ggml-opencl.h)
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target_link_libraries(${TARGET_NAME} PRIVATE ${OpenCL_LIBRARIES})
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target_include_directories(${TARGET_NAME} PRIVATE ${OpenCL_INCLUDE_DIRS})
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set(TARGET_NAME ggml-opencl)
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ggml_add_backend_library(${TARGET_NAME}
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ggml-opencl.cpp
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../../include/ggml-opencl.h)
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target_link_libraries(${TARGET_NAME} PRIVATE ggml-base ${OpenCL_LIBRARIES})
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target_include_directories(${TARGET_NAME} PRIVATE . .. ${OpenCL_INCLUDE_DIRS})
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if (GGML_OPENCL_PROFILING)
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message(STATUS "OpenCL profiling enabled (increases CPU overhead)")
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add_compile_definitions(GGML_OPENCL_PROFILING)
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endif ()
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add_compile_definitions(GGML_OPENCL_SOA_Q)
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if (GGML_OPENCL_USE_ADRENO_KERNELS)
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message(STATUS "OpenCL will use matmul kernels optimized for Adreno")
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add_compile_definitions(GGML_OPENCL_USE_ADRENO_KERNELS)
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endif ()
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if (GGML_OPENCL_EMBED_KERNELS)
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add_compile_definitions(GGML_OPENCL_EMBED_KERNELS)
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set(OPENCL_CL_SOURCE_EMBED "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl.cl.h")
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set(OPENCL_MM_CL_SOURCE_EMBED "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl_mm.cl.h")
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set(OPENCL_CVT_CL_SOURCE_EMBED "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl_cvt.cl.h")
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set(OPENCL_GEMV_NOSHUFFLE_SOURCE_EMBED "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl_gemv_noshuffle.cl.h")
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set(OPENCL_GEMV_NOSHUFFLE_GENERAL_SOURCE_EMBED "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl_gemv_noshuffle_general.cl.h")
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set(OPENCL_MUL_MAT_Ab_Bi_8x4_SOURCE_EMBED "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl_mul_mat_Ab_Bi_8x4.cl.h")
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set(OPENCL_TRANSPOSE_16_SOURCE_EMBED "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl_transpose_16.cl.h")
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set(OPENCL_TRANSPOSE_32_SOURCE_EMBED "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl_transpose_32.cl.h")
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set(OPENCL_TRANSPOSE_32_16_SOURCE_EMBED "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl_transpose_32_16.cl.h")
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set(EMBED_KERNEL_SCRIPT "${CMAKE_CURRENT_SOURCE_DIR}/kernels/embed_kernel.py")
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file(MAKE_DIRECTORY "${CMAKE_BINARY_DIR}/autogenerated")
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include_directories("${CMAKE_BINARY_DIR}/autogenerated")
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# Python must be accessible from command line
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add_custom_command(
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OUTPUT ${OPENCL_CL_SOURCE_EMBED}
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COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT}
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${CMAKE_CURRENT_SOURCE_DIR}/kernels/ggml-opencl.cl
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${OPENCL_CL_SOURCE_EMBED}
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DEPENDS kernels/ggml-opencl.cl ${EMBED_KERNEL_SCRIPT}
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COMMENT "Generate ggml-opencl2.cl.h"
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)
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add_custom_command(
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OUTPUT ${OPENCL_MM_CL_SOURCE_EMBED}
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COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT}
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${CMAKE_CURRENT_SOURCE_DIR}/kernels/ggml-opencl_mm.cl
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${OPENCL_MM_CL_SOURCE_EMBED}
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DEPENDS kernels/ggml-opencl_mm.cl ${EMBED_KERNEL_SCRIPT}
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COMMENT "Generate ggml-opencl_mm.cl.h"
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)
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add_custom_command(
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OUTPUT ${OPENCL_CVT_CL_SOURCE_EMBED}
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COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT}
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${CMAKE_CURRENT_SOURCE_DIR}/kernels/ggml-opencl_cvt.cl
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${OPENCL_CVT_CL_SOURCE_EMBED}
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DEPENDS kernels/ggml-opencl_cvt.cl ${EMBED_KERNEL_SCRIPT}
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COMMENT "Generate ggml-opencl_cvt.cl.h"
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)
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add_custom_command(
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OUTPUT ${OPENCL_GEMV_NOSHUFFLE_SOURCE_EMBED}
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COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT}
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${CMAKE_CURRENT_SOURCE_DIR}/kernels/ggml-opencl_gemv_noshuffle.cl
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${OPENCL_GEMV_NOSHUFFLE_SOURCE_EMBED}
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DEPENDS kernels/ggml-opencl_gemv_noshuffle.cl ${EMBED_KERNEL_SCRIPT}
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COMMENT "Generate ggml-opencl_gemv_noshuffle.cl.h"
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)
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add_custom_command(
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OUTPUT ${OPENCL_GEMV_NOSHUFFLE_GENERAL_SOURCE_EMBED}
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COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT}
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${CMAKE_CURRENT_SOURCE_DIR}/kernels/ggml-opencl_gemv_noshuffle_general.cl
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${OPENCL_GEMV_NOSHUFFLE_GENERAL_SOURCE_EMBED}
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DEPENDS kernels/ggml-opencl_gemv_noshuffle_general.cl ${EMBED_KERNEL_SCRIPT}
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COMMENT "Generate ggml-opencl_gemv_noshuffle_general.cl.h"
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)
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add_custom_command(
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OUTPUT ${OPENCL_MUL_MAT_Ab_Bi_8x4_SOURCE_EMBED}
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COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT}
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${CMAKE_CURRENT_SOURCE_DIR}/kernels/ggml-opencl_mul_mat_Ab_Bi_8x4.cl
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${OPENCL_MUL_MAT_Ab_Bi_8x4_SOURCE_EMBED}
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DEPENDS kernels/ggml-opencl_mul_mat_Ab_Bi_8x4.cl ${EMBED_KERNEL_SCRIPT}
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COMMENT "Generate ggml-opencl_mul_mat_Ab_Bi_8x4.cl.cl.h"
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)
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add_custom_command(
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OUTPUT ${OPENCL_TRANSPOSE_16_SOURCE_EMBED}
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COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT}
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${CMAKE_CURRENT_SOURCE_DIR}/kernels/ggml-opencl_transpose_16.cl
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${OPENCL_TRANSPOSE_16_SOURCE_EMBED}
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DEPENDS kernels/ggml-opencl_transpose_16.cl ${EMBED_KERNEL_SCRIPT}
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COMMENT "Generate ggml-opencl_transpose_16.cl.h"
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)
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add_custom_command(
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OUTPUT ${OPENCL_TRANSPOSE_32_SOURCE_EMBED}
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COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT}
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${CMAKE_CURRENT_SOURCE_DIR}/kernels/ggml-opencl_transpose_32.cl
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${OPENCL_TRANSPOSE_32_SOURCE_EMBED}
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DEPENDS kernels/ggml-opencl_transpose_32.cl ${EMBED_KERNEL_SCRIPT}
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COMMENT "Generate ggml-opencl_transpose_32.cl.h"
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)
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add_custom_command(
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OUTPUT ${OPENCL_TRANSPOSE_32_16_SOURCE_EMBED}
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COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT}
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${CMAKE_CURRENT_SOURCE_DIR}/kernels/ggml-opencl_transpose_32_16.cl
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${OPENCL_TRANSPOSE_32_16_SOURCE_EMBED}
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DEPENDS kernels/ggml-opencl_transpose_32_16.cl ${EMBED_KERNEL_SCRIPT}
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COMMENT "Generate ggml-opencl_transpose_32_16.cl.h"
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)
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target_sources(${TARGET_NAME} PRIVATE
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${OPENCL_CL_SOURCE_EMBED}
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${OPENCL_MM_CL_SOURCE_EMBED}
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${OPENCL_CVT_CL_SOURCE_EMBED}
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${OPENCL_GEMV_NOSHUFFLE_SOURCE_EMBED}
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${OPENCL_GEMV_NOSHUFFLE_GENERAL_SOURCE_EMBED}
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${OPENCL_MUL_MAT_Ab_Bi_8x4_SOURCE_EMBED}
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${OPENCL_TRANSPOSE_16_SOURCE_EMBED}
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${OPENCL_TRANSPOSE_32_SOURCE_EMBED}
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${OPENCL_TRANSPOSE_32_16_SOURCE_EMBED})
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else ()
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# copy ggml-opencl.cl to bin directory
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configure_file(kernels/ggml-opencl.cl ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-opencl.cl COPYONLY)
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configure_file(kernels/ggml-opencl_mm.cl ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-opencl_mm.cl COPYONLY)
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configure_file(kernels/ggml-opencl_cvt.cl ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-opencl_cvt.cl COPYONLY)
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configure_file(kernels/ggml-opencl_gemv_noshuffle.cl ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-opencl_gemv_noshuffle.cl COPYONLY)
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configure_file(kernels/ggml-opencl_gemv_noshuffle_general.cl ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-opencl_gemv_noshuffle_general.cl COPYONLY)
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configure_file(kernels/ggml-opencl_mul_mat_Ab_Bi_8x4.cl ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-opencl_mul_mat_Ab_Bi_8x4.cl COPYONLY)
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configure_file(kernels/ggml-opencl_transpose_16.cl ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-opencl_transpose_16.cl COPYONLY)
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configure_file(kernels/ggml-opencl_transpose_32.cl ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-opencl_transpose_32.cl COPYONLY)
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configure_file(kernels/ggml-opencl_transpose_32_16.cl ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-opencl_transpose_32_16.cl COPYONLY)
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endif ()
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else ()
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message(WARNING "OpenCL not found")
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if (GGML_OPENCL_PROFILING)
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message(STATUS "OpenCL profiling enabled (increases CPU overhead)")
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add_compile_definitions(GGML_OPENCL_PROFILING)
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endif ()
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add_compile_definitions(GGML_OPENCL_SOA_Q)
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if (GGML_OPENCL_USE_ADRENO_KERNELS)
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message(STATUS "OpenCL will use matmul kernels optimized for Adreno")
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add_compile_definitions(GGML_OPENCL_USE_ADRENO_KERNELS)
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endif ()
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if (GGML_OPENCL_EMBED_KERNELS)
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add_compile_definitions(GGML_OPENCL_EMBED_KERNELS)
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set(OPENCL_CL_SOURCE_EMBED "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl.cl.h")
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set(OPENCL_MM_CL_SOURCE_EMBED "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl_mm.cl.h")
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set(OPENCL_CVT_CL_SOURCE_EMBED "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl_cvt.cl.h")
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set(OPENCL_GEMV_NOSHUFFLE_SOURCE_EMBED "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl_gemv_noshuffle.cl.h")
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set(OPENCL_GEMV_NOSHUFFLE_GENERAL_SOURCE_EMBED "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl_gemv_noshuffle_general.cl.h")
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set(OPENCL_MUL_MAT_Ab_Bi_8x4_SOURCE_EMBED "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl_mul_mat_Ab_Bi_8x4.cl.h")
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set(OPENCL_TRANSPOSE_16_SOURCE_EMBED "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl_transpose_16.cl.h")
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set(OPENCL_TRANSPOSE_32_SOURCE_EMBED "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl_transpose_32.cl.h")
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set(OPENCL_TRANSPOSE_32_16_SOURCE_EMBED "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl_transpose_32_16.cl.h")
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set(EMBED_KERNEL_SCRIPT "${CMAKE_CURRENT_SOURCE_DIR}/kernels/embed_kernel.py")
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file(MAKE_DIRECTORY "${CMAKE_BINARY_DIR}/autogenerated")
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include_directories("${CMAKE_BINARY_DIR}/autogenerated")
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# Python must be accessible from command line
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add_custom_command(
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OUTPUT ${OPENCL_CL_SOURCE_EMBED}
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COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT}
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${CMAKE_CURRENT_SOURCE_DIR}/kernels/ggml-opencl.cl
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${OPENCL_CL_SOURCE_EMBED}
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DEPENDS kernels/ggml-opencl.cl ${EMBED_KERNEL_SCRIPT}
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COMMENT "Generate ggml-opencl.cl.h"
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)
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add_custom_command(
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OUTPUT ${OPENCL_MM_CL_SOURCE_EMBED}
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COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT}
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${CMAKE_CURRENT_SOURCE_DIR}/kernels/ggml-opencl_mm.cl
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${OPENCL_MM_CL_SOURCE_EMBED}
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DEPENDS kernels/ggml-opencl_mm.cl ${EMBED_KERNEL_SCRIPT}
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COMMENT "Generate ggml-opencl_mm.cl.h"
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)
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add_custom_command(
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OUTPUT ${OPENCL_CVT_CL_SOURCE_EMBED}
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COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT}
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${CMAKE_CURRENT_SOURCE_DIR}/kernels/ggml-opencl_cvt.cl
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${OPENCL_CVT_CL_SOURCE_EMBED}
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DEPENDS kernels/ggml-opencl_cvt.cl ${EMBED_KERNEL_SCRIPT}
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COMMENT "Generate ggml-opencl_cvt.cl.h"
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)
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add_custom_command(
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OUTPUT ${OPENCL_GEMV_NOSHUFFLE_SOURCE_EMBED}
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COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT}
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${CMAKE_CURRENT_SOURCE_DIR}/kernels/ggml-opencl_gemv_noshuffle.cl
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${OPENCL_GEMV_NOSHUFFLE_SOURCE_EMBED}
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DEPENDS kernels/ggml-opencl_gemv_noshuffle.cl ${EMBED_KERNEL_SCRIPT}
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COMMENT "Generate ggml-opencl_gemv_noshuffle.cl.h"
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)
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add_custom_command(
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OUTPUT ${OPENCL_GEMV_NOSHUFFLE_GENERAL_SOURCE_EMBED}
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COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT}
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${CMAKE_CURRENT_SOURCE_DIR}/kernels/ggml-opencl_gemv_noshuffle_general.cl
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${OPENCL_GEMV_NOSHUFFLE_GENERAL_SOURCE_EMBED}
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DEPENDS kernels/ggml-opencl_gemv_noshuffle_general.cl ${EMBED_KERNEL_SCRIPT}
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COMMENT "Generate ggml-opencl_gemv_noshuffle_general.cl.h"
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)
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add_custom_command(
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OUTPUT ${OPENCL_MUL_MAT_Ab_Bi_8x4_SOURCE_EMBED}
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COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT}
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${CMAKE_CURRENT_SOURCE_DIR}/kernels/ggml-opencl_mul_mat_Ab_Bi_8x4.cl
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${OPENCL_MUL_MAT_Ab_Bi_8x4_SOURCE_EMBED}
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DEPENDS kernels/ggml-opencl_mul_mat_Ab_Bi_8x4.cl ${EMBED_KERNEL_SCRIPT}
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COMMENT "Generate ggml-opencl_mul_mat_Ab_Bi_8x4.cl.cl.h"
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)
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add_custom_command(
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OUTPUT ${OPENCL_TRANSPOSE_16_SOURCE_EMBED}
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COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT}
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${CMAKE_CURRENT_SOURCE_DIR}/kernels/ggml-opencl_transpose_16.cl
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${OPENCL_TRANSPOSE_16_SOURCE_EMBED}
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DEPENDS kernels/ggml-opencl_transpose_16.cl ${EMBED_KERNEL_SCRIPT}
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COMMENT "Generate ggml-opencl_transpose_16.cl.h"
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)
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add_custom_command(
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OUTPUT ${OPENCL_TRANSPOSE_32_SOURCE_EMBED}
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COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT}
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${CMAKE_CURRENT_SOURCE_DIR}/kernels/ggml-opencl_transpose_32.cl
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${OPENCL_TRANSPOSE_32_SOURCE_EMBED}
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DEPENDS kernels/ggml-opencl_transpose_32.cl ${EMBED_KERNEL_SCRIPT}
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COMMENT "Generate ggml-opencl_transpose_32.cl.h"
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)
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add_custom_command(
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OUTPUT ${OPENCL_TRANSPOSE_32_16_SOURCE_EMBED}
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COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT}
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${CMAKE_CURRENT_SOURCE_DIR}/kernels/ggml-opencl_transpose_32_16.cl
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${OPENCL_TRANSPOSE_32_16_SOURCE_EMBED}
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DEPENDS kernels/ggml-opencl_transpose_32_16.cl ${EMBED_KERNEL_SCRIPT}
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COMMENT "Generate ggml-opencl_transpose_32_16.cl.h"
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)
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target_sources(${TARGET_NAME} PRIVATE
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${OPENCL_CL_SOURCE_EMBED}
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${OPENCL_MM_CL_SOURCE_EMBED}
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${OPENCL_CVT_CL_SOURCE_EMBED}
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${OPENCL_GEMV_NOSHUFFLE_SOURCE_EMBED}
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${OPENCL_GEMV_NOSHUFFLE_GENERAL_SOURCE_EMBED}
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${OPENCL_MUL_MAT_Ab_Bi_8x4_SOURCE_EMBED}
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${OPENCL_TRANSPOSE_16_SOURCE_EMBED}
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${OPENCL_TRANSPOSE_32_SOURCE_EMBED}
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${OPENCL_TRANSPOSE_32_16_SOURCE_EMBED})
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else ()
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# copy ggml-opencl.cl to bin directory
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configure_file(kernels/ggml-opencl.cl ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-opencl.cl COPYONLY)
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configure_file(kernels/ggml-opencl_mm.cl ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-opencl_mm.cl COPYONLY)
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configure_file(kernels/ggml-opencl_cvt.cl ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-opencl_cvt.cl COPYONLY)
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configure_file(kernels/ggml-opencl_gemv_noshuffle.cl ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-opencl_gemv_noshuffle.cl COPYONLY)
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configure_file(kernels/ggml-opencl_gemv_noshuffle_general.cl ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-opencl_gemv_noshuffle_general.cl COPYONLY)
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configure_file(kernels/ggml-opencl_mul_mat_Ab_Bi_8x4.cl ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-opencl_mul_mat_Ab_Bi_8x4.cl COPYONLY)
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configure_file(kernels/ggml-opencl_transpose_16.cl ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-opencl_transpose_16.cl COPYONLY)
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configure_file(kernels/ggml-opencl_transpose_32.cl ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-opencl_transpose_32.cl COPYONLY)
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configure_file(kernels/ggml-opencl_transpose_32_16.cl ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-opencl_transpose_32_16.cl COPYONLY)
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endif ()
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