Files
composable_kernel/experimental/builder/test/CMakeLists.txt
kabrahamAMD 5e06874aae [rocm-libraries] ROCm/rocm-libraries#4582 (commit 990a00d)
[CK_Builder] added bwd data kernels to builder factory
 (#4582)

This PR adds bwd data wmma and xdl kernels to the ck builder, their
instance and conv traits as well as tests for the above.
2026-02-27 03:06:29 +00:00

323 lines
14 KiB
CMake

# Copyright (c) Advanced Micro Devices, Inc., or its affiliates.
# SPDX-License-Identifier: MIT
################################################################################
# CK Builder Test Suite
################################################################################
#
# This file defines the test suite for the Composable Kernel (CK) Builder,
# which is responsible for generating optimized GPU kernels for convolution
# operations.
#
# TESTING PHILOSOPHY:
# -------------------
# Tests are organized into two main categories:
#
# 1. SMOKE TESTS (fast, < 1 second total)
# - Unit tests that verify the builder's internal logic
# - Do NOT compile GPU kernels (fast compilation)
# - Run these frequently during development for quick feedback
# - Target: `ninja smoke-builder`
#
# 2. REGRESSION TESTS (slower, may take minutes)
# - Integration tests that compile and verify actual GPU kernels
# - Ensure the builder generates valid, compilable code
# - Include expensive "factory tests" that build all MIOpen kernels
# - Run these before submitting changes
# - Target: `ninja regression-builder`
#
# QUICK START:
# ------------
# - During development: ninja smoke-builder
# - Before submitting: ninja regression-builder
# - Run everything: ninja check-builder
# - Build specific test: ninja test_ckb_conv_builder && bin/test_ckb_conv_builder
#
################################################################################
include(gtest)
################################################################################
# Helper Functions
################################################################################
# Helper function to create a gtest executable with common properties
# All builder tests share the same compilation settings and dependencies
function(add_ck_builder_test test_name)
add_executable(${test_name} ${ARGN} testing_utils.cpp)
target_compile_features(${test_name} PRIVATE cxx_std_20)
target_include_directories(${test_name} PRIVATE
"${PROJECT_SOURCE_DIR}/experimental/builder/include"
"${PROJECT_SOURCE_DIR}/include"
"${CMAKE_CURRENT_SOURCE_DIR}"
)
target_compile_options(${test_name} PRIVATE
-Wno-global-constructors
-Wno-c++20-compat
)
target_link_libraries(${test_name} PRIVATE GTest::gtest_main GTest::gmock)
endfunction()
# Factory tests attempt to build all the kernels needed by MIOpen.
# These are only for regression testing and development; the builds are too
# expensive for regular use in CI.
function(add_ck_factory_test test_name)
add_ck_builder_test(${test_name} ${ARGN})
target_link_libraries(${test_name} PRIVATE composablekernels::device_conv_operations)
endfunction()
################################################################################
# SMOKE TESTS - Fast Unit Tests (No Kernel Compilation)
################################################################################
# These tests verify the builder's internal logic without compiling GPU kernels.
# They should complete in under 10ms each and are suitable for frequent execution
# during development.
# CPU-only unit tests for the builder's internal logic
add_ck_builder_test(test_ckb_conv_builder
test_bwd_weight_instance_traits.cpp
test_conv_builder.cpp
test_fwd_instance_traits.cpp
test_bwd_data_instance_traits.cpp
test_instance_traits_util.cpp
unit_error.cpp
unit_conv_elementwise_op.cpp
unit_conv_tensor_layout.cpp
unit_conv_tensor_type.cpp
unit_conv_thread_block.cpp
unit_conv_tuning_params.cpp)
target_link_libraries(test_ckb_conv_builder PRIVATE utility)
# Tests the inline diff utility used for comparing strings in tests assertions
add_ck_builder_test(test_ckb_inline_diff test_inline_diff.cpp)
# Tests convolution trait selection and configuration
add_ck_builder_test(test_ckb_conv_traits
conv/ck/test_conv_traits.cpp
conv/ck/unit_instance_to_conv_traits_features.cpp
conv/ck/unit_instance_to_conv_traits_instances.cpp)
# Tests convolution problem description and parameter handling
add_ck_builder_test(test_ckb_conv_description
test_conv_description.cpp)
################################################################################
# REGRESSION TESTS - Integration Tests (With Kernel Compilation and GPU Validation)
################################################################################
# These tests compile actual GPU kernels and/or validate GPU execution to verify
# the builder generates valid, compilable, and executable code. They are more
# expensive but catch real-world issues.
# GPU-dependent unit tests that require device memory and execution
add_ck_builder_test(test_ckb_conv_builder_gpu
unit_device_buffer.cpp
unit_tensor_descriptor.cpp
unit_tensor_foreach.cpp
unit_validation.cpp
unit_debug.cpp
unit_conv_fwd_testing.cpp)
target_link_libraries(test_ckb_conv_builder_gpu PRIVATE utility)
# GPU reference validation tests (in validation/ folder)
# These tests require GPU execution to validate reference kernel behavior
add_ck_builder_test(test_ckb_reference_execution
validation/test_reference_execution.cpp
validation/test_reference_instance_traits.cpp)
target_link_libraries(test_ckb_reference_execution PRIVATE utility)
# Verifies that GetInstanceString() methods and other functions produce valid kernel code.
# Tests various convolution types:
# - Group convolution (v3, standard, large tensor, WMMA, DL variants)
# - Backward weight group convolution (XDL standard, XDL v3, WMMA, DL, multiple D, two-stage variants)
# Requires kernel compilation to validate the generated strings through the base class.
set(INSTANCE_STRING_TESTS
test_instance_string_fwd_grp_conv_v3.cpp
test_instance_string_fwd_grp_conv.cpp
test_instance_string_fwd_grp_conv_large_tensor.cpp
test_instance_string_fwd_grp_conv_wmma.cpp
test_instance_string_fwd_grp_conv_dl.cpp
test_instance_string_bwd_weight_grp_conv_xdl.cpp
test_instance_string_bwd_weight_grp_conv_dl.cpp
test_instance_string_bwd_weight_grp_conv_multiple_d_xdl.cpp
test_instance_string_bwd_weight_grp_conv_two_stage_xdl.cpp
test_instance_string_bwd_weight_grp_conv_xdl_v3.cpp
)
if (CK_USE_WMMA)
list(APPEND INSTANCE_STRING_TESTS
test_instance_string_bwd_weight_grp_conv_wmma_v3.cpp
test_instance_string_bwd_weight_grp_conv_multiple_d_wmma_v3.cpp
test_instance_string_bwd_weight_grp_conv_two_stage_wmma_v3.cpp
)
endif()
add_ck_builder_test(test_ckb_instance_string ${INSTANCE_STRING_TESTS})
# Tests the forward convolution builder across multiple data types and dimensions.
# Individual tests are split into separate files to enable parallel compilation.
add_ck_builder_test(test_ckb_build_fwd_instances
conv/ck/test_ckb_conv_fwd_2d_bf16_scaleadd_relu.cpp
conv/ck/test_ckb_conv_fwd_1d_fp16.cpp
conv/ck/test_ckb_conv_fwd_1d_bf16.cpp
conv/ck/test_ckb_conv_fwd_1d_i8.cpp
conv/ck/test_ckb_conv_fwd_2d_fp8.cpp
conv/ck/test_ckb_conv_fwd_2d_bf16.cpp
conv/ck/test_ckb_conv_fwd_2d_fp16.cpp
conv/ck/test_ckb_conv_fwd_2d_fp32.cpp
conv/ck/test_ckb_conv_fwd_2d_dl_fp16.cpp
conv/ck/test_ckb_conv_fwd_2d_large_tensor_fp16.cpp
conv/ck/test_ckb_conv_fwd_3d_bf16.cpp
conv/ck/test_ckb_conv_fwd_3d_fp16.cpp
conv/ck/test_ckb_conv_fwd_3d_fp32.cpp
conv/ck_tile/test_ckb_conv_fwd_2d_fp16_v3.cpp
)
target_link_libraries(test_ckb_build_fwd_instances PRIVATE utility)
set(BWD_WEIGHT_TESTS
conv/ck/test_ckb_conv_bwd_weight_xdl_cshuffle.cpp
conv/ck/test_ckb_conv_bwd_weight_two_stage_xdl_cshuffle.cpp
conv/ck/test_ckb_conv_bwd_weight_multi_d_xdl_cshuffle.cpp
conv/ck/test_ckb_conv_bwd_weight_xdl_cshuffle_v3.cpp
conv/ck/test_ckb_conv_bwd_weight_dl.cpp
conv/ck_tile/test_ckb_conv_bwd_weight_2d_fp16_v3.cpp
)
if (CK_USE_WMMA)
list(APPEND BWD_WEIGHT_TESTS
conv/ck/test_ckb_conv_bwd_weight_wmma_cshuffle_v3.cpp
conv/ck/test_ckb_conv_bwd_weight_wmma_cshuffle.cpp
conv/ck/test_ckb_conv_bwd_weight_two_stage_wmma_cshuffle_v3.cpp
conv/ck/test_ckb_conv_bwd_weight_multi_d_wmma_cshuffle_v3.cpp
)
endif()
add_ck_builder_test(test_ckb_build_bwd_weight_instances ${BWD_WEIGHT_TESTS})
target_link_libraries(test_ckb_build_bwd_weight_instances PRIVATE utility)
add_ck_builder_test(test_ckb_build_bwd_data_instances
conv/ck_tile/test_ckb_conv_bwd_data_2d_fp16_v3.cpp
conv/ck/test_ckb_conv_bwd_data_multi_d_xdl_cshuffle.cpp
conv/ck/test_ckb_conv_bwd_data_multi_d_wmma_cshuffle.cpp
conv/ck/test_ckb_conv_bwd_data_multi_d_wmma_cshuffle_v3.cpp
)
target_link_libraries(test_ckb_build_bwd_data_instances PRIVATE utility)
################################################################################
# FACTORY TESTS - Expensive Regression Tests (Full MIOpen Kernel Set)
################################################################################
# These tests attempt to build ALL kernels needed by MIOpen for various
# convolution operations. They are extremely expensive (minutes to compile)
# and are intended for deep regression testing and development only.
# NOT suitable for regular CI runs.
#
# Many tests are commented out pending CI support across all GPU architectures.
# Tests the testing utilities themselves
add_ck_factory_test(test_ckb_testing_utils test_testing_utils.cpp)
# TODO: Re-enable these tests once we have CI working across all GPU architectures.
# add_ck_factory_test(test_ckb_factory_grouped_convolution_forward test_ck_factory_grouped_convolution_forward.cpp)
# add_ck_factory_test(test_ckb_factory_grouped_convolution_forward_clamp test_ck_factory_grouped_convolution_forward_clamp.cpp)
# add_ck_factory_test(test_ckb_factory_grouped_convolution_forward_convscale test_ck_factory_grouped_convolution_forward_convscale.cpp)
# add_ck_factory_test(test_ckb_factory_grouped_convolution_forward_bilinear test_ck_factory_grouped_convolution_forward_bilinear.cpp)
# add_ck_factory_test(test_ckb_factory_grouped_convolution_forward_scale test_ck_factory_grouped_convolution_forward_scale.cpp)
# add_ck_factory_test(test_ckb_factory_grouped_convolution_forward_scaleadd_ab test_ck_factory_grouped_convolution_forward_scaleadd_ab.cpp)
# add_ck_factory_test(test_ckb_factory_grouped_convolution_forward_bias_clamp test_ck_factory_grouped_convolution_forward_bias_clamp.cpp)
# add_ck_factory_test(test_ckb_factory_grouped_convolution_forward_bias_bnorm_clamp test_ck_factory_grouped_convolution_forward_bias_bnorm_clamp.cpp)
# add_ck_factory_test(test_ckb_factory_grouped_convolution_forward_scaleadd_scaleadd_relu test_ck_factory_grouped_convolution_forward_scaleadd_scaleadd_relu.cpp)
# add_ck_factory_test(test_ckb_factory_grouped_convolution_forward_dynamic_op test_ck_factory_grouped_convolution_forward_dynamic_op.cpp)
################################################################################
# CTest Integration - Register Tests and Assign Labels
################################################################################
# Tests are registered with CTest and labeled for selective execution:
# - BUILDER_SMOKE: Fast unit tests for frequent development cycles
# - BUILDER_REGRESSION: Slower integration tests for pre-submission validation
include(CTest)
# Register all smoke tests (fast unit tests, no kernel compilation, CPU-only)
set(CKB_SMOKE_TESTS
test_ckb_conv_builder
test_ckb_inline_diff
test_ckb_conv_traits
test_ckb_conv_description
)
foreach(test_target ${CKB_SMOKE_TESTS})
add_test(NAME ${test_target} COMMAND ${test_target})
set_tests_properties(${test_target} PROPERTIES LABELS "BUILDER_SMOKE")
endforeach()
# Register all regression tests (integration tests with kernel compilation and GPU validation)
set(CKB_REGRESSION_TESTS
test_ckb_conv_builder_gpu
test_ckb_reference_execution
test_ckb_instance_string
test_ckb_build_fwd_instances
test_ckb_build_bwd_weight_instances
test_ckb_build_bwd_data_instances
test_ckb_testing_utils
# test_ckb_factory_grouped_convolution_forward_convscale
# test_ckb_factory_grouped_convolution_forward_scaleadd_ab
# test_ckb_factory_grouped_convolution_forward_scaleadd_scaleadd_relu
# test_ckb_factory_grouped_convolution_forward_dynamic_op
)
foreach(test_target ${CKB_REGRESSION_TESTS})
add_test(NAME ${test_target} COMMAND ${test_target})
set_tests_properties(${test_target} PROPERTIES LABELS "BUILDER_REGRESSION")
endforeach()
################################################################################
# Custom Build Targets - Convenient Test Execution
################################################################################
# These targets provide convenient ways to build and run different test suites:
# - smoke-builder: Quick sanity check during development
# - regression-builder: Thorough validation before submitting changes
# - check-builder: Complete test suite execution
# Helper target to build all smoke tests (without running them)
add_custom_target(build-smoke-builder DEPENDS ${CKB_SMOKE_TESTS})
# Helper target to build all regression tests (without running them)
add_custom_target(build-regression-builder DEPENDS ${CKB_REGRESSION_TESTS})
# Target to run only smoke tests (builds and runs all smoke test executables)
# Use this for quick feedback during active development
add_custom_target(smoke-builder
COMMAND ${CMAKE_CTEST_COMMAND} --output-on-failure -C ${CMAKE_CFG_INTDIR} -L "BUILDER_SMOKE"
DEPENDS build-smoke-builder
USES_TERMINAL
COMMENT "Running experimental builder smoke tests..."
)
# Target to run only regression tests (builds and runs all regression test executables)
# Use this before submitting changes to catch integration issues
add_custom_target(regression-builder
COMMAND ${CMAKE_CTEST_COMMAND} --output-on-failure -C ${CMAKE_CFG_INTDIR} -L "BUILDER_REGRESSION"
DEPENDS build-regression-builder
USES_TERMINAL
COMMENT "Running experimental builder regression tests..."
)
# Target to run all builder tests (builds and runs all test executables)
# Use this for comprehensive validation
add_custom_target(check-builder
COMMAND ${CMAKE_CTEST_COMMAND} --output-on-failure -C ${CMAKE_CFG_INTDIR} -R "^test_ckb"
DEPENDS build-smoke-builder build-regression-builder
USES_TERMINAL
COMMENT "Running all experimental builder tests..."
)
################################################################################
# Build Summary
################################################################################
# Print summary of test organization for developer reference
message(STATUS "CK Builder test organization:")
message(STATUS " Smoke tests: ${CKB_SMOKE_TESTS}")
message(STATUS " Regression tests: ${CKB_REGRESSION_TESTS}")