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@@ -25,124 +25,46 @@ 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 "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl_cvt.cl.h")
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+ set(EMBED_KERNEL_SCRIPT "${CMAKE_CURRENT_SOURCE_DIR}/kernels/embed_kernel.py")
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+ file(MAKE_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/autogenerated")
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- set(OPENCL_GEMV_NOSHUFFLE_SOURCE_EMBED "${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 "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl_transpose_32_16.cl.h")
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-
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- set(EMBED_KERNEL_SCRIPT "${CMAKE_CURRENT_SOURCE_DIR}/kernels/embed_kernel.py")
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- file(MAKE_DIRECTORY "${CMAKE_BINARY_DIR}/autogenerated")
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-
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- include_directories("${CMAKE_BINARY_DIR}/autogenerated")
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-
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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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-
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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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-
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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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-
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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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-
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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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-
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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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-
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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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-
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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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-
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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 ${EMBED_KERNEL_SCRIPT}
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- COMMENT "Generate ggml-opencl_transpose_32_16.cl.h"
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- )
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-
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- target_sources(${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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-
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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 ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-opencl_transpose_32_16.cl COPYONLY)
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+ target_include_directories(${TARGET_NAME} PRIVATE "${CMAKE_CURRENT_BINARY_DIR}/autogenerated")
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endif ()
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+
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+function(ggml_opencl_add_kernel KNAME)
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+ set(KERN_HDR ${CMAKE_CURRENT_BINARY_DIR}/autogenerated/${KNAME}.cl.h)
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+ set(KERN_SRC ${CMAKE_CURRENT_SOURCE_DIR}/kernels/${KNAME}.cl)
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+
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+ if (GGML_OPENCL_EMBED_KERNELS)
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+ message(STATUS "opencl: embedding kernel ${KNAME}")
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+
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+ # Python must be accessible from command line
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+ add_custom_command(
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+ OUTPUT ${KERN_HDR}
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+ COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT} ${KERN_SRC} ${KERN_HDR}
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+ DEPENDS ${KERN_SRC} ${EMBED_KERNEL_SCRIPT}
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+ COMMENT "Generate ${KERN_HDR}"
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+ )
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+
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+ target_sources(${TARGET_NAME} PRIVATE ${KERN_HDR})
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+ else ()
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+ message(STATUS "opencl: adding kernel ${KNAME}")
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+ configure_file(${KERN_SRC} ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/${KNAME}.cl COPYONLY)
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+ endif ()
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+endfunction()
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+
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+set(GGML_OPENCL_KERNELS
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+ ggml-opencl
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+ ggml-opencl_mm
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+ ggml-opencl_cvt
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+ ggml-opencl_gemv_noshuffle
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+ ggml-opencl_gemv_noshuffle_general
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+ ggml-opencl_mul_mat_Ab_Bi_8x4
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+ ggml-opencl_transpose_16
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+ ggml-opencl_transpose_32
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+ ggml-opencl_transpose_32_16
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+)
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+
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+foreach (K ${GGML_OPENCL_KERNELS})
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+ ggml_opencl_add_kernel(${K})
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+endforeach()
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