mirror of
https://github.com/ROCm/composable_kernel.git
synced 2026-05-26 08:00:13 +00:00
170 lines
7.1 KiB
CMake
170 lines
7.1 KiB
CMake
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set(GEMM_DATATYPE "fp8;fp16" CACHE STRING "List of datatypes for GEMM (semicolon-separated)")
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set(GEMM_LAYOUT "rcr" CACHE STRING "List of layout for GEMM (semicolon-separated)")
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function(build_gemm_for_datatype datatype layout)
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# Filter GPU targets to only gfx90a, gfx942, and gfx950
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set(GEMM_GPU_TARGETS "")
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set(DESIRED_TARGETS "gfx90a;gfx942;gfx950")
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foreach(target IN LISTS SUPPORTED_GPU_TARGETS)
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if(target IN_LIST DESIRED_TARGETS)
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list(APPEND GEMM_GPU_TARGETS ${target})
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endif()
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endforeach()
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# Skip compilation if no matching targets found
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if(NOT GEMM_GPU_TARGETS)
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message(WARNING "Skipping Tile Engine GEMM compilation: No supported GPU targets (gfx90a, gfx942, gfx950) found in SUPPORTED_GPU_TARGETS: ${SUPPORTED_GPU_TARGETS}")
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return()
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endif()
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message(STATUS "Building GEMM for GPU targets: ${GEMM_GPU_TARGETS}")
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set(working_path "${CMAKE_CURRENT_BINARY_DIR}/${datatype}/${layout}")
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# Comment this if-else block when using user_provided_config
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if(layout STREQUAL "rcr")
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set(json_blob "${CMAKE_CURRENT_LIST_DIR}/configs/default_config.json")
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else()
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set(json_blob "${CMAKE_CURRENT_LIST_DIR}/configs/custom_ci_config.json")
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endif()
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# uncomment this if you want to use user_provided_config.json
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# set(json_blob "${CMAKE_CURRENT_LIST_DIR}/configs/user_provided_config.json")
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# Generate kernel list
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execute_process(
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COMMAND ${Python3_EXECUTABLE} ${CMAKE_CURRENT_LIST_DIR}/gemm_instance_builder.py
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--working_path ${working_path}
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--datatype ${datatype}
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--layout ${layout}
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--config_json ${json_blob}
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--list_blobs
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RESULT_VARIABLE ret
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)
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if(NOT ret EQUAL 0)
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message(FATAL_ERROR "Failed to list kernels for ${datatype} ${layout}: ${ret}")
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endif()
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file(STRINGS "${working_path}/gemm_instance_blobs.txt" codegen_blobs)
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file(STRINGS "${working_path}/gemm_instance_blobs_range.txt" codegen_blobs_range)
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# Generate the blobs
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add_custom_command(
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OUTPUT ${codegen_blobs}
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COMMAND ${Python3_EXECUTABLE} ${CMAKE_CURRENT_LIST_DIR}/gemm_instance_builder.py
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--working_path "${working_path}"
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--datatype ${datatype}
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--layout ${layout}
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--config_json "${json_blob}"
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--gen_blobs
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COMMENT "Generating GEMM instance sources for ${datatype} ${layout}"
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)
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add_custom_target(gemm_gen_${datatype}_${layout} DEPENDS ${codegen_blobs})
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set(intermediate_libs)
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list(LENGTH codegen_blobs codegen_blobs_len)
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foreach(blob IN LISTS codegen_blobs_range)
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string(STRIP "${blob}" stripped_blob)
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separate_arguments(spilit_blob UNIX_COMMAND "${stripped_blob}")
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# Each line is: <trait_name> <first_index_inclusive> <last_index_exclusive>
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list(GET spilit_blob 0 name)
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list(GET spilit_blob 1 first)
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list(GET spilit_blob 2 last)
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math(EXPR total_files "${last} - ${first}")
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if(total_files EQUAL 0)
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continue() # nothing for this trait
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endif()
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# Object libraries (chunked) per trait
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set(sub_intermediate_libs)
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set(chunk_size 3)
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math(EXPR num_chunks "( ${total_files} + ${chunk_size} - 1 ) / ${chunk_size}")
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math(EXPR num_chunks_minus_1 "${num_chunks} - 1")
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foreach(i RANGE 0 ${num_chunks_minus_1})
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math(EXPR start "${first} + ${i} * ${chunk_size} ")
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math(EXPR end "${start} + ${chunk_size} - 1")
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set(chunk_files)
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foreach(j RANGE ${start} ${end})
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if(j LESS ${last} AND j LESS ${codegen_blobs_len})
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list(GET codegen_blobs ${j} f)
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list(APPEND chunk_files "${f}")
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endif()
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endforeach()
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#list(LENGTH chunk_files chunk_files_len)
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#if(chunk_files_len AND chunk_files_len GREATER 1)
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if(chunk_files)
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set(sub_intermediate_lib_name "gemm_objlib_${name}_${i}_${datatype}_${layout}")
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add_library(${sub_intermediate_lib_name} OBJECT ${chunk_files})
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set_property(TARGET ${sub_intermediate_lib_name} PROPERTY HIP_ARCHITECTURES ${GEMM_GPU_TARGETS})
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list(APPEND sub_intermediate_libs ${sub_intermediate_lib_name})
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endif()
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endforeach()
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# ------------------ Bundle the object libs into one static lib ---------
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#list(LENGTH sub_intermediate_libs sub_intermediate_libs_len)
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#if(sub_intermediate_libs AND sub_intermediate_libs_len GREATER 1)
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if(sub_intermediate_libs)
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set(intermediate_lib_name "gemm_staticlib_${name}_${datatype}_${layout}")
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# Collect the $<TARGET_OBJECTS:...> expressions
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set(obj_exprs)
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foreach(objlib IN LISTS sub_intermediate_libs)
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list(APPEND obj_exprs $<TARGET_OBJECTS:${objlib}>)
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endforeach()
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add_library(${intermediate_lib_name} STATIC ${obj_exprs})
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add_dependencies(${intermediate_lib_name} gemm_gen_${datatype}_${layout})
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set_property(TARGET ${intermediate_lib_name} PROPERTY HIP_ARCHITECTURES ${GEMM_GPU_TARGETS})
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#foreach(objlib IN LISTS sub_intermediate_libs)
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# target_sources(${intermediate_lib_name} PRIVATE $<TARGET_OBJECTS:${objlib}>)
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#endforeach()
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list(APPEND intermediate_libs ${intermediate_lib_name})
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endif()
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endforeach()
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# Interface library for instances
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add_library(gemm_template_instances_${datatype}_${layout} INTERFACE)
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add_dependencies(gemm_template_instances_${datatype}_${layout} gemm_gen_${datatype}_${layout})
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target_link_libraries(gemm_template_instances_${datatype}_${layout} INTERFACE ${intermediate_libs})
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target_include_directories(gemm_template_instances_${datatype}_${layout} INTERFACE
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${CMAKE_CURRENT_LIST_DIR}
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"${working_path}"
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)
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set_target_properties(gemm_template_instances_${datatype}_${layout} PROPERTIES LINKER_LANGUAGE CXX)
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# Host API interface library
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add_library(gemm_host_api_${datatype}_${layout} INTERFACE)
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target_link_libraries(gemm_host_api_${datatype}_${layout} INTERFACE gemm_template_instances_${datatype}_${layout})
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target_include_directories(gemm_host_api_${datatype}_${layout} INTERFACE
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${CMAKE_CURRENT_LIST_DIR}
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"${working_path}"
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)
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# Executable per datatype
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set(exec_name "benchmark_gemm_${datatype}_${layout}")
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add_executable(${exec_name} benchmark_gemm.cpp)
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set_property(TARGET ${exec_name} PROPERTY HIP_ARCHITECTURES ${GEMM_GPU_TARGETS})
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target_link_libraries(${exec_name} PRIVATE gemm_host_api_${datatype}_${layout})
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target_compile_options(${exec_name} PRIVATE
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-Wno-undefined-func-template
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-Wno-float-equal
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--offload-compress
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)
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endfunction()
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# Process each datatype in isolation
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foreach(dt IN LISTS GEMM_DATATYPE)
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foreach(l IN LISTS GEMM_LAYOUT)
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build_gemm_for_datatype(${dt} ${l})
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endforeach()
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endforeach()
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