mirror of
https://github.com/ml-explore/mlx.git
synced 2025-06-24 09:21:16 +08:00
153 lines
3.2 KiB
CMake
153 lines
3.2 KiB
CMake
set(
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BASE_HEADERS
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bf16.h
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bf16_math.h
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complex.h
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defines.h
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utils.h
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)
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function(build_kernel_base TARGET SRCFILE DEPS)
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set(METAL_FLAGS -Wall -Wextra -fno-fast-math)
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if(MLX_METAL_DEBUG)
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set(METAL_FLAGS ${METAL_FLAGS}
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-gline-tables-only
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-frecord-sources)
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endif()
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add_custom_command(
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COMMAND xcrun -sdk macosx metal
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${METAL_FLAGS}
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-c ${SRCFILE}
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-I${PROJECT_SOURCE_DIR}
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-o ${TARGET}.air
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DEPENDS ${SRCFILE} ${DEPS} ${BASE_HEADERS}
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OUTPUT ${TARGET}.air
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COMMENT "Building ${TARGET}.air"
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VERBATIM
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)
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endfunction(build_kernel_base)
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function(build_kernel KERNEL)
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set(SRCFILE ${CMAKE_CURRENT_SOURCE_DIR}/${KERNEL}.metal)
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cmake_path(GET KERNEL STEM TARGET)
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build_kernel_base(${TARGET} ${SRCFILE} "${ARGN}")
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set(KERNEL_AIR ${TARGET}.air ${KERNEL_AIR} PARENT_SCOPE)
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endfunction(build_kernel)
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build_kernel(arg_reduce)
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build_kernel(conv steel/conv/params.h)
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build_kernel(gemv steel/utils.h)
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build_kernel(gemv_masked steel/utils.h)
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build_kernel(layer_norm)
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build_kernel(random)
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build_kernel(rms_norm)
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build_kernel(rope)
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build_kernel(
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scaled_dot_product_attention
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scaled_dot_product_attention_params.h
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steel/defines.h
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steel/gemm/transforms.h
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steel/utils.h
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)
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set(
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STEEL_HEADERS
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steel/defines.h
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steel/utils.h
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steel/conv/conv.h
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steel/conv/loader.h
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steel/conv/loaders/loader_channel_l.h
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steel/conv/loaders/loader_channel_n.h
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steel/conv/loaders/loader_general.h
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steel/conv/kernels/steel_conv.h
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steel/conv/kernels/steel_conv_general.h
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steel/gemm/gemm.h
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steel/gemm/mma.h
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steel/gemm/loader.h
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steel/gemm/transforms.h
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steel/gemm/kernels/steel_gemm_fused.h
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steel/gemm/kernels/steel_gemm_masked.h
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steel/gemm/kernels/steel_gemm_splitk.h
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)
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if (NOT MLX_METAL_JIT)
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build_kernel(arange arange.h)
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build_kernel(binary binary.h binary_ops.h)
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build_kernel(binary_two binary_two.h)
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build_kernel(copy copy.h)
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build_kernel(
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fft
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fft.h
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fft/radix.h
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fft/readwrite.h
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)
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build_kernel(
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reduce
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atomic.h
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reduction/ops.h
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reduction/reduce_init.h
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reduction/reduce_all.h
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reduction/reduce_col.h
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reduction/reduce_row.h
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)
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build_kernel(
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quantized
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quantized.h
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${STEEL_HEADERS}
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)
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build_kernel(scan scan.h)
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build_kernel(softmax softmax.h)
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build_kernel(sort sort.h)
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build_kernel(ternary ternary.h ternary_ops.h)
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build_kernel(unary unary.h unary_ops.h)
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build_kernel(
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steel/conv/kernels/steel_conv
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${STEEL_HEADERS}
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)
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build_kernel(
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steel/conv/kernels/steel_conv_general
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${STEEL_HEADERS}
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)
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build_kernel(
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steel/gemm/kernels/steel_gemm_fused
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${STEEL_HEADERS}
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)
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build_kernel(
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steel/gemm/kernels/steel_gemm_masked
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${STEEL_HEADERS}
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)
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build_kernel(
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steel/gemm/kernels/steel_gemm_splitk
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${STEEL_HEADERS}
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)
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endif()
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add_custom_command(
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OUTPUT ${MLX_METAL_PATH}/mlx.metallib
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COMMAND xcrun -sdk macosx metallib ${KERNEL_AIR} -o ${MLX_METAL_PATH}/mlx.metallib
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DEPENDS ${KERNEL_AIR}
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COMMENT "Building mlx.metallib"
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VERBATIM
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)
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add_custom_target(
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mlx-metallib
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DEPENDS
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${MLX_METAL_PATH}/mlx.metallib
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)
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add_dependencies(
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mlx
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mlx-metallib
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)
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# Install metallib
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include(GNUInstallDirs)
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install(
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FILES ${MLX_METAL_PATH}/mlx.metallib
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DESTINATION ${CMAKE_INSTALL_LIBDIR}
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COMPONENT metallib
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)
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