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opencl: simplify kernel embedding logic in CMakeLists.txt #12503

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Mar 24, 2025
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opencl: simplify kernel embedding logic in CMakeLists.txt #12503

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160 changes: 41 additions & 119 deletions ggml/src/ggml-opencl/CMakeLists.txt
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Original file line number Diff line number Diff line change
Expand Up @@ -25,124 +25,46 @@ endif ()
if (GGML_OPENCL_EMBED_KERNELS)
add_compile_definitions(GGML_OPENCL_EMBED_KERNELS)

set(OPENCL_CL_SOURCE_EMBED "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl.cl.h")
set(OPENCL_MM_CL_SOURCE_EMBED "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl_mm.cl.h")
set(OPENCL_CVT_CL_SOURCE_EMBED "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl_cvt.cl.h")
set(EMBED_KERNEL_SCRIPT "${CMAKE_CURRENT_SOURCE_DIR}/kernels/embed_kernel.py")
file(MAKE_DIRECTORY "${CMAKE_CURRENT_BINARY_DIR}/autogenerated")

set(OPENCL_GEMV_NOSHUFFLE_SOURCE_EMBED "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl_gemv_noshuffle.cl.h")
set(OPENCL_GEMV_NOSHUFFLE_GENERAL_SOURCE_EMBED "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl_gemv_noshuffle_general.cl.h")
set(OPENCL_MUL_MAT_Ab_Bi_8x4_SOURCE_EMBED "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl_mul_mat_Ab_Bi_8x4.cl.h")
set(OPENCL_TRANSPOSE_16_SOURCE_EMBED "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl_transpose_16.cl.h")
set(OPENCL_TRANSPOSE_32_SOURCE_EMBED "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl_transpose_32.cl.h")
set(OPENCL_TRANSPOSE_32_16_SOURCE_EMBED "${CMAKE_BINARY_DIR}/autogenerated/ggml-opencl_transpose_32_16.cl.h")

set(EMBED_KERNEL_SCRIPT "${CMAKE_CURRENT_SOURCE_DIR}/kernels/embed_kernel.py")
file(MAKE_DIRECTORY "${CMAKE_BINARY_DIR}/autogenerated")

include_directories("${CMAKE_BINARY_DIR}/autogenerated")

# Python must be accessible from command line
add_custom_command(
OUTPUT ${OPENCL_CL_SOURCE_EMBED}
COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT}
${CMAKE_CURRENT_SOURCE_DIR}/kernels/ggml-opencl.cl
${OPENCL_CL_SOURCE_EMBED}
DEPENDS kernels/ggml-opencl.cl ${EMBED_KERNEL_SCRIPT}
COMMENT "Generate ggml-opencl.cl.h"
)

add_custom_command(
OUTPUT ${OPENCL_MM_CL_SOURCE_EMBED}
COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT}
${CMAKE_CURRENT_SOURCE_DIR}/kernels/ggml-opencl_mm.cl
${OPENCL_MM_CL_SOURCE_EMBED}
DEPENDS kernels/ggml-opencl_mm.cl ${EMBED_KERNEL_SCRIPT}
COMMENT "Generate ggml-opencl_mm.cl.h"
)

add_custom_command(
OUTPUT ${OPENCL_CVT_CL_SOURCE_EMBED}
COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT}
${CMAKE_CURRENT_SOURCE_DIR}/kernels/ggml-opencl_cvt.cl
${OPENCL_CVT_CL_SOURCE_EMBED}
DEPENDS kernels/ggml-opencl_cvt.cl ${EMBED_KERNEL_SCRIPT}
COMMENT "Generate ggml-opencl_cvt.cl.h"
)

add_custom_command(
OUTPUT ${OPENCL_GEMV_NOSHUFFLE_SOURCE_EMBED}
COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT}
${CMAKE_CURRENT_SOURCE_DIR}/kernels/ggml-opencl_gemv_noshuffle.cl
${OPENCL_GEMV_NOSHUFFLE_SOURCE_EMBED}
DEPENDS kernels/ggml-opencl_gemv_noshuffle.cl ${EMBED_KERNEL_SCRIPT}
COMMENT "Generate ggml-opencl_gemv_noshuffle.cl.h"
)

add_custom_command(
OUTPUT ${OPENCL_GEMV_NOSHUFFLE_GENERAL_SOURCE_EMBED}
COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT}
${CMAKE_CURRENT_SOURCE_DIR}/kernels/ggml-opencl_gemv_noshuffle_general.cl
${OPENCL_GEMV_NOSHUFFLE_GENERAL_SOURCE_EMBED}
DEPENDS kernels/ggml-opencl_gemv_noshuffle_general.cl ${EMBED_KERNEL_SCRIPT}
COMMENT "Generate ggml-opencl_gemv_noshuffle_general.cl.h"
)

add_custom_command(
OUTPUT ${OPENCL_MUL_MAT_Ab_Bi_8x4_SOURCE_EMBED}
COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT}
${CMAKE_CURRENT_SOURCE_DIR}/kernels/ggml-opencl_mul_mat_Ab_Bi_8x4.cl
${OPENCL_MUL_MAT_Ab_Bi_8x4_SOURCE_EMBED}
DEPENDS kernels/ggml-opencl_mul_mat_Ab_Bi_8x4.cl ${EMBED_KERNEL_SCRIPT}
COMMENT "Generate ggml-opencl_mul_mat_Ab_Bi_8x4.cl.cl.h"
)

add_custom_command(
OUTPUT ${OPENCL_TRANSPOSE_16_SOURCE_EMBED}
COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT}
${CMAKE_CURRENT_SOURCE_DIR}/kernels/ggml-opencl_transpose_16.cl
${OPENCL_TRANSPOSE_16_SOURCE_EMBED}
DEPENDS kernels/ggml-opencl_transpose_16.cl ${EMBED_KERNEL_SCRIPT}
COMMENT "Generate ggml-opencl_transpose_16.cl.h"
)

add_custom_command(
OUTPUT ${OPENCL_TRANSPOSE_32_SOURCE_EMBED}
COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT}
${CMAKE_CURRENT_SOURCE_DIR}/kernels/ggml-opencl_transpose_32.cl
${OPENCL_TRANSPOSE_32_SOURCE_EMBED}
DEPENDS kernels/ggml-opencl_transpose_32.cl ${EMBED_KERNEL_SCRIPT}
COMMENT "Generate ggml-opencl_transpose_32.cl.h"
)

add_custom_command(
OUTPUT ${OPENCL_TRANSPOSE_32_16_SOURCE_EMBED}
COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT}
${CMAKE_CURRENT_SOURCE_DIR}/kernels/ggml-opencl_transpose_32_16.cl
${OPENCL_TRANSPOSE_32_16_SOURCE_EMBED}
DEPENDS kernels/ggml-opencl_transpose_32_16.cl ${EMBED_KERNEL_SCRIPT}
COMMENT "Generate ggml-opencl_transpose_32_16.cl.h"
)

target_sources(${TARGET_NAME} PRIVATE
${OPENCL_CL_SOURCE_EMBED}
${OPENCL_MM_CL_SOURCE_EMBED}
${OPENCL_CVT_CL_SOURCE_EMBED}
${OPENCL_GEMV_NOSHUFFLE_SOURCE_EMBED}
${OPENCL_GEMV_NOSHUFFLE_GENERAL_SOURCE_EMBED}
${OPENCL_MUL_MAT_Ab_Bi_8x4_SOURCE_EMBED}
${OPENCL_TRANSPOSE_16_SOURCE_EMBED}
${OPENCL_TRANSPOSE_32_SOURCE_EMBED}
${OPENCL_TRANSPOSE_32_16_SOURCE_EMBED})
else ()
# copy ggml-opencl.cl to bin directory
configure_file(kernels/ggml-opencl.cl ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-opencl.cl COPYONLY)
configure_file(kernels/ggml-opencl_mm.cl ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-opencl_mm.cl COPYONLY)
configure_file(kernels/ggml-opencl_cvt.cl ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-opencl_cvt.cl COPYONLY)

configure_file(kernels/ggml-opencl_gemv_noshuffle.cl ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-opencl_gemv_noshuffle.cl COPYONLY)
configure_file(kernels/ggml-opencl_gemv_noshuffle_general.cl ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-opencl_gemv_noshuffle_general.cl COPYONLY)
configure_file(kernels/ggml-opencl_mul_mat_Ab_Bi_8x4.cl ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-opencl_mul_mat_Ab_Bi_8x4.cl COPYONLY)
configure_file(kernels/ggml-opencl_transpose_16.cl ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-opencl_transpose_16.cl COPYONLY)
configure_file(kernels/ggml-opencl_transpose_32.cl ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-opencl_transpose_32.cl COPYONLY)
configure_file(kernels/ggml-opencl_transpose_32_16.cl ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/ggml-opencl_transpose_32_16.cl COPYONLY)
target_include_directories(${TARGET_NAME} PRIVATE "${CMAKE_CURRENT_BINARY_DIR}/autogenerated")
endif ()

function(ggml_opencl_add_kernel KNAME)
set(KERN_HDR ${CMAKE_CURRENT_BINARY_DIR}/autogenerated/${KNAME}.cl.h)
set(KERN_SRC ${CMAKE_CURRENT_SOURCE_DIR}/kernels/${KNAME}.cl)

if (GGML_OPENCL_EMBED_KERNELS)
message(STATUS "opencl: embedding kernel ${KNAME}")

# Python must be accessible from command line
add_custom_command(
OUTPUT ${KERN_HDR}
COMMAND ${Python3_EXECUTABLE} ${EMBED_KERNEL_SCRIPT} ${KERN_SRC} ${KERN_HDR}
DEPENDS ${KERN_SRC} ${EMBED_KERNEL_SCRIPT}
COMMENT "Generate ${KERN_HDR}"
)

target_sources(${TARGET_NAME} PRIVATE ${KERN_HDR})
else ()
message(STATUS "opencl: adding kernel ${KNAME}")
configure_file(${KERN_SRC} ${CMAKE_RUNTIME_OUTPUT_DIRECTORY}/${KNAME}.cl COPYONLY)
endif ()
endfunction()

set(GGML_OPENCL_KERNELS
ggml-opencl
ggml-opencl_mm
ggml-opencl_cvt
ggml-opencl_gemv_noshuffle
ggml-opencl_gemv_noshuffle_general
ggml-opencl_mul_mat_Ab_Bi_8x4
ggml-opencl_transpose_16
ggml-opencl_transpose_32
ggml-opencl_transpose_32_16
)

foreach (K ${GGML_OPENCL_KERNELS})
ggml_opencl_add_kernel(${K})
endforeach()
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