mirror of
https://github.com/ROCm/composable_kernel.git
synced 2026-05-12 09:16:52 +00:00
* Persistent Stream-K Kernel Implementation This change implements an operator() function in the reboot::StreamKKernel class that is enabled when the Persistent flag is set to true. In this case, the data-parallel portion and the Stream-K portion of the kernel are fully persistent. The changes were made in the reboot namespace. A future PR will remove the old Stream-K kernel class and remove the reboot namespace. * Unit Tests for Persistent Stream-K Kernel This change contains the inital test suite for the Persitent Stream-K Kernel. The files contain "reboot" in the name; a future PR will remove tests for the old Stream-K Kernel and remove the "reboot" naming. A future commit will add tests for the non-persistent kernel. Also added estimate_num_wgs_per_tile to the StreamKTilePartitionerBase class. This allows us to estimate the number of accumulations done per macro tile in C to use during validation when computing relative and absolute tolerance. * Adding implementation for the Non-Persistent Stream-K kernel This code is adding the operator() function for the Non-Persistent Stream-K kernel. Persistency of the kernel is determined through a template argument. The Non-Persistent kernel will allocate additional workgroups for the data parallel section, leading to a different structure for processing the data parallel and Stream-K sections. There has been an addition to the TilePartitioner to get access to the whether Persistent has been set to true or false in the StreamKKernel. * Adding in the tests for the Non-Persistent Stream-K kernel * Refactor Stream-K Reboot Unit Tests This commit makes the following changes: - Update test cases to determine M, N, and K based on the number of CUs. This ensures that each test case is one of Edge Case, SK Only, DP Only, or DP + 2 Tile SK regardless of the architecture. - Since the DP + 2 Tile SK test case takes long to run, this change moves this case into a separate .inc file and labels it as an extended test. - Since the extended test takes > 30 seconds to run, this test is added to the list of regression tests. * Fix spelling errors in comments for test cases Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Changes based on review Removed const volatile for typenames Set up alias for is_tuple_t Naming changes for clarity: GemmCommon -> BaseGemm Moved std::enable_if_t out of template parameters and changed to a return type for operator() Added constructor for StreamKKernelArgs to clarify UniversalGemm inheritance --------- Co-authored-by: Emily Martins <emily.martins@amd.com> Co-authored-by: Christopher Millette <63608002+cgmillette@users.noreply.github.com> Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
298 lines
12 KiB
CMake
298 lines
12 KiB
CMake
include_directories(BEFORE
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${PROJECT_SOURCE_DIR}/
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${PROJECT_SOURCE_DIR}/profiler/include
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)
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include(gtest)
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add_custom_target(tests)
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# list of tests that are labelled as REGRESSION_TEST for make regression (runtime more than 30 seconds)
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# all other tests are labelled as SMOKE_TEST
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set(REGRESSION_TESTS
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test_gemm_standalone_xdl_fp16
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test_gemm_fp16
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test_gemm_splitk
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test_gemm_universal_wmma_fp16
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test_gemm_universal_xdl_fp16
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test_gemm_universal_streamk_fp16
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test_gemm_universal_streamk_bf16
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test_gemm_universal_streamk_fp8
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test_batched_gemm_softmax_gemm_fp16
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test_batched_gemm_softmax_gemm_permute_fp16
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test_batched_gemm_bias_softmax_gemm_permute_fp16
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test_batched_gemm_softmax_gemm_permute_bf16
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test_batched_gemm_bias_softmax_gemm_permute_bf16
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test_grouped_gemm_splitk
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test_batched_gemm_b_scale_wmma
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test_reduce_no_index
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test_reduce_with_index
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test_convnd_fwd
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test_convnd_bwd_data
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test_grouped_convnd_fwd
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test_grouped_convnd_bwd_weight
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test_softmax_rank3
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test_softmax_rank4
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test_batchnorm_fwd_rank_4
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test_batchnorm_bwd_rank_4
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test_grouped_convnd_bwd_data_xdl
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test_conv_tensor_rearrange
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test_gemm_mx
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test_ck_tile_batched_transpose
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test_ck_tile_fmha_bwd_fp32
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test_ck_tile_fmha_bwd_bf16
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test_ck_tile_fmha_bwd_fp16
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test_ck_tile_fmha_fwd_fp32
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test_ck_tile_fmha_fwd_bf16
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test_ck_tile_fmha_fwd_fp16
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test_ck_tile_fmha_fwd_fp8
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test_ck_tile_streamk_reboot_extended
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)
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function(add_test_executable TEST_NAME)
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message(DEBUG "adding test ${TEST_NAME}")
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set(result 1)
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if(DEFINED DTYPES)
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foreach(source IN LISTS ARGN)
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get_filename_component(source_name ${source} NAME)
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set(test 0)
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if((source_name MATCHES "_fp16|_f16") AND NOT "fp16" IN_LIST DTYPES)
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set(test 1)
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endif()
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if((source_name MATCHES "_fp32|_f32") AND NOT "fp32" IN_LIST DTYPES)
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set(test 1)
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endif()
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if((source_name MATCHES "_fp64|_f64") AND NOT "fp64" IN_LIST DTYPES)
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set(test 1)
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endif()
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if((source_name MATCHES "_fp8|_f8") AND NOT "fp8" IN_LIST DTYPES)
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set(test 1)
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endif()
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if((source_name MATCHES "_bf8|_bf8") AND NOT "bf8" IN_LIST DTYPES)
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set(test 1)
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endif()
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if((source_name MATCHES "_bf16|_b16") AND NOT "bf16" IN_LIST DTYPES)
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set(test 1)
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endif()
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if((source_name MATCHES "_int8|_i8") AND NOT "int8" IN_LIST DTYPES)
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set(test 1)
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endif()
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if(test EQUAL 1)
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message(DEBUG "removing test ${source} ")
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list(REMOVE_ITEM ARGN "${source}")
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endif()
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endforeach()
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endif()
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set(TEST_TARGETS ${SUPPORTED_GPU_TARGETS})
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foreach(source IN LISTS ARGN)
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get_filename_component(source_name ${source} NAME)
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if(NOT DEFINED DPP_KERNELS AND source_name MATCHES "_dpp")
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message(DEBUG "removing dpp test ${source} ")
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list(REMOVE_ITEM ARGN "${source}")
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endif()
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if(NOT DEFINED DL_KERNELS AND source_name MATCHES "_dl")
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message(DEBUG "removing dl test ${source} ")
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list(REMOVE_ITEM ARGN "${source}")
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endif()
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if(NOT TEST_TARGETS MATCHES "gfx9|gfx11|gfx12" AND source_name MATCHES "xdl")
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message(DEBUG "removing xdl test ${source} ")
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list(REMOVE_ITEM ARGN "${source}")
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endif()
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if(NOT TEST_TARGETS MATCHES "gfx11|gfx12" AND source_name MATCHES "wmma")
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message(DEBUG "removing wmma test ${source} ")
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list(REMOVE_ITEM ARGN "${source}")
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endif()
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endforeach()
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#only continue if there are some source files left on the list
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set(source_name_list "")
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foreach(source IN LISTS ARGN)
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get_filename_component(source_name ${source} NAME)
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list(APPEND source_name_list ${source_name})
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endforeach()
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if(ARGN)
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if(source_name_list MATCHES "_xdl")
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list(REMOVE_ITEM TEST_TARGETS gfx900 gfx906 gfx906:xnack- gfx1030 gfx10-3-generic)
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elseif(source_name_list MATCHES "_wmma")
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list(REMOVE_ITEM TEST_TARGETS gfx900 gfx906 gfx906:xnack- gfx908:xnack+ gfx908:xnack- gfx90a:xnack+ gfx90a:xnack- gfx908 gfx90a gfx942 gfx1030 gfx950)
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elseif(source_name_list MATCHES "_smfmac")
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list(REMOVE_ITEM TEST_TARGETS gfx900 gfx906 gfx906:xnack- gfx1030 gfx1100 gfx1101 gfx1102 gfx1103 gfx1150 gfx1151 gfx1152 gfx908 gfx90a gfx1200 gfx1201 gfx10-3-generic gfx11-generic gfx12-generic)
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endif()
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set_source_files_properties(${ARGN} PROPERTIES LANGUAGE HIP)
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add_executable(${TEST_NAME} ${ARGN})
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set_property(TARGET ${TEST_NAME} PROPERTY HIP_ARCHITECTURES ${TEST_TARGETS} )
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target_link_libraries(${TEST_NAME} PRIVATE getopt::getopt)
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add_test(NAME ${TEST_NAME} COMMAND $<TARGET_FILE:${TEST_NAME}>)
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add_dependencies(tests ${TEST_NAME})
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add_dependencies(check ${TEST_NAME})
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rocm_install(TARGETS ${TEST_NAME} COMPONENT tests)
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set(result 0)
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endif()
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message(DEBUG "add_test returns ${result}")
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set(result ${result} PARENT_SCOPE)
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if(result EQUAL 0 AND NOT "${TEST_NAME}" IN_LIST REGRESSION_TESTS)
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set_tests_properties(${TEST_NAME} PROPERTIES LABELS "SMOKE_TEST")
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add_dependencies(smoke ${TEST_NAME})
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elseif(result EQUAL 0 AND "${TEST_NAME}" IN_LIST REGRESSION_TESTS)
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set_tests_properties(${TEST_NAME} PROPERTIES LABELS "REGRESSION_TEST")
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add_dependencies(regression ${TEST_NAME})
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endif()
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endfunction()
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function(add_gtest_executable TEST_NAME)
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message(DEBUG "adding gtest ${TEST_NAME}")
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set(result 1)
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if(DEFINED DTYPES)
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foreach(source IN LISTS ARGN)
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get_filename_component(source_name ${source} NAME)
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set(test 0)
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if((source_name MATCHES "_fp16|_f16") AND NOT "fp16" IN_LIST DTYPES)
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set(test 1)
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endif()
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if((source_name MATCHES "_fp32|_f32") AND NOT "fp32" IN_LIST DTYPES)
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set(test 1)
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endif()
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if((source_name MATCHES "_fp64|_f64") AND NOT "fp64" IN_LIST DTYPES)
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set(test 1)
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endif()
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if((source_name MATCHES "_fp8|_f8") AND NOT "fp8" IN_LIST DTYPES)
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set(test 1)
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endif()
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if((source_name MATCHES "_bf8|_bf8") AND NOT "bf8" IN_LIST DTYPES)
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set(test 1)
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endif()
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if((source_name MATCHES "_bf16|_b16") AND NOT "bf16" IN_LIST DTYPES)
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set(test 1)
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endif()
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if((source_name MATCHES "_int8|_i8") AND NOT "int8" IN_LIST DTYPES)
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set(test 1)
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endif()
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if(test EQUAL 1)
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message(DEBUG "removing gtest ${source} ")
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list(REMOVE_ITEM ARGN "${source}")
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endif()
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endforeach()
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endif()
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set(TEST_TARGETS ${SUPPORTED_GPU_TARGETS})
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foreach(source IN LISTS ARGN)
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get_filename_component(source_name ${source} NAME)
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if(NOT DEFINED DL_KERNELS AND source_name MATCHES "_dl")
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message(DEBUG "removing dl test ${source} ")
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list(REMOVE_ITEM ARGN "${source}")
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endif()
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if(NOT TEST_TARGETS MATCHES "gfx9|gfx11|gfx12" AND source_name MATCHES "xdl")
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message(DEBUG "removing xdl test ${source} ")
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list(REMOVE_ITEM ARGN "${source}")
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endif()
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if(NOT TEST_TARGETS MATCHES "gfx95" AND source_name MATCHES "mx_")
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message(DEBUG "removing microscaling test ${source} ")
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list(REMOVE_ITEM ARGN "${source}")
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endif()
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if(NOT TEST_TARGETS MATCHES "gfx11|gfx12" AND source_name MATCHES "wmma")
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message(DEBUG "removing wmma test ${source} ")
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list(REMOVE_ITEM ARGN "${source}")
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endif()
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endforeach()
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#only continue if there are some source files left on the list
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set(source_name_list "")
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foreach(source IN LISTS ARGN)
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get_filename_component(source_name ${source} NAME)
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list(APPEND source_name_list ${source_name})
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endforeach()
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if(ARGN)
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if(source_name_list MATCHES "_xdl")
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list(REMOVE_ITEM TEST_TARGETS gfx900 gfx906 gfx906:xnack- gfx1030 gfx10-3-generic)
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elseif(source_name_list MATCHES "_wmma")
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list(REMOVE_ITEM TEST_TARGETS gfx900 gfx906 gfx906:xnack- gfx908:xnack+ gfx908:xnack- gfx90a:xnack+ gfx90a:xnack- gfx908 gfx90a gfx942 gfx1030 gfx950)
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elseif(source_name_list MATCHES "_smfmac")
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list(REMOVE_ITEM TEST_TARGETS gfx900 gfx906 gfx906:xnack- gfx1030 gfx1100 gfx1101 gfx1102 gfx1103 gfx1150 gfx1151 gfx1152 gfx908 gfx90a gfx1200 gfx1201 gfx10-3-generic gfx11-generic gfx12-generic)
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elseif(source_name_list MATCHES "_mx") #only build mx example for gfx950
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list(REMOVE_ITEM TEST_TARGETS gfx900 gfx906 gfx906:xnack- gfx908:xnack+ gfx908:xnack- gfx90a:xnack+ gfx90a:xnack- gfx908 gfx90a gfx942 gfx1030 gfx1100 gfx1101 gfx1102 gfx1103 gfx1150 gfx1151 gfx1152 gfx1200 gfx1201 gfx10-3-generic gfx11-generic gfx12-generic)
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endif()
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set_source_files_properties(${ARGN} PROPERTIES LANGUAGE HIP)
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add_executable(${TEST_NAME} ${ARGN})
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set_property(TARGET ${TEST_NAME} PROPERTY HIP_ARCHITECTURES ${TEST_TARGETS} )
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add_dependencies(tests ${TEST_NAME})
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add_dependencies(check ${TEST_NAME})
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# suppress gtest warnings
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target_compile_options(${TEST_NAME} PRIVATE -Wno-global-constructors -Wno-undef)
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target_link_libraries(${TEST_NAME} PRIVATE gtest_main getopt::getopt)
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add_test(NAME ${TEST_NAME} COMMAND $<TARGET_FILE:${TEST_NAME}>)
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rocm_install(TARGETS ${TEST_NAME} COMPONENT tests)
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set(result 0)
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endif()
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message(DEBUG "add_gtest returns ${result}")
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set(result ${result} PARENT_SCOPE)
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if(result EQUAL 0 AND NOT "${TEST_NAME}" IN_LIST REGRESSION_TESTS)
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set_tests_properties(${TEST_NAME} PROPERTIES LABELS "SMOKE_TEST")
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add_dependencies(smoke ${TEST_NAME})
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elseif(result EQUAL 0 AND "${TEST_NAME}" IN_LIST REGRESSION_TESTS)
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set_tests_properties(${TEST_NAME} PROPERTIES LABELS "REGRESSION_TEST")
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add_dependencies(regression ${TEST_NAME})
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endif()
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endfunction()
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add_compile_options(-Wno-c++20-extensions)
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add_subdirectory(ck_tile)
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add_subdirectory(magic_number_division)
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add_subdirectory(space_filling_curve)
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add_subdirectory(conv_util)
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add_subdirectory(reference_conv_fwd)
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add_subdirectory(gemm)
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add_subdirectory(gemm_add)
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add_subdirectory(gemm_layernorm)
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add_subdirectory(gemm_multi_abd)
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add_subdirectory(gemm_split_k)
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add_subdirectory(gemm_universal)
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add_subdirectory(gemm_b_scale)
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add_subdirectory(gemm_universal_streamk)
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add_subdirectory(gemm_reduce)
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add_subdirectory(gemm_universal_reduce)
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add_subdirectory(batched_gemm)
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add_subdirectory(batched_gemm_reduce)
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add_subdirectory(batched_gemm_gemm)
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add_subdirectory(batched_gemm_softmax_gemm)
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add_subdirectory(batched_gemm_softmax_gemm_permute)
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add_subdirectory(batched_gemm_b_scale)
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add_subdirectory(grouped_gemm)
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add_subdirectory(reduce)
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add_subdirectory(convnd_fwd)
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add_subdirectory(convnd_bwd_data)
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add_subdirectory(grouped_convnd_fwd)
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add_subdirectory(grouped_convnd_fwd_activation)
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add_subdirectory(grouped_convnd_bwd_weight)
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add_subdirectory(block_to_ctile_map)
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add_subdirectory(softmax)
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add_subdirectory(normalization_fwd)
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add_subdirectory(normalization_bwd_data)
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add_subdirectory(normalization_bwd_gamma_beta)
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add_subdirectory(data_type)
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add_subdirectory(elementwise_normalization)
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add_subdirectory(batchnorm)
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add_subdirectory(contraction)
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add_subdirectory(pool)
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add_subdirectory(batched_gemm_multi_d)
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add_subdirectory(grouped_convnd_bwd_data)
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add_subdirectory(conv_tensor_rearrange)
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add_subdirectory(transpose)
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add_subdirectory(permute_scale)
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add_subdirectory(wrapper)
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add_subdirectory(quantization)
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if(SUPPORTED_GPU_TARGETS MATCHES "gfx11")
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add_subdirectory(wmma_op)
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endif()
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if(SUPPORTED_GPU_TARGETS MATCHES "gfx942" OR SUPPORTED_GPU_TARGETS MATCHES "gfx950") # smfmac needs ROCm6.2
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add_subdirectory(smfmac_op)
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endif()
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if(SUPPORTED_GPU_TARGETS MATCHES "gfx950")
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add_subdirectory(mx_mfma_op)
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add_subdirectory(gemm_mx)
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endif()
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add_subdirectory(position_embedding)
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add_subdirectory(scatter_gather)
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