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[rocm-libraries] ROCm/rocm-libraries#4797 (commit 1a30400)

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[CK_TILE] Add CK Tile bwd weight profiler
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## Motivation

To compare old CK and CK Tile, we need to extend the current CK profiler
to support running also CK Tile instance with the same API. In order to
have the same instance coverage in CK Tile compared to the old CK, I've
added code generation from old CK configurations to CK Tile instances
using the CK Builder.

## Technical Details

- The codegen python script for CK Tile fwd convs is extended to support
also bwd weight and bwd data.
- The generated instances are added to the CMake build (target
`device_grouped_conv_bwd_weight_tile_instance`s).
- A new profiler op (`grouped_conv_bwd_weight_tile`) has been added to
the CK Profiler.
This commit is contained in:
Ville Pietilä
2026-03-04 21:50:29 +00:00
committed by assistant-librarian[bot]
parent fc1e1a5155
commit ae4e632c7d
68 changed files with 5194 additions and 196 deletions
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22
experimental/grouped_convolution_tile_instances/CMakeLists.txt
View File

@@ -2,19 +2,35 @@
# SPDX-License-Identifier: MIT
if(GPU_TARGETS MATCHES "gfx9")
# Generate instances using python script (empty to just generate empty instance list)
if(NOT EXISTS ${CMAKE_CURRENT_SOURCE_DIR}/grouped_convolution_forward_tile_ndhwgc_fp32.inc)
# Generate instances using python script if instance directories don't exist
set(INSTANCES_DIR ${CMAKE_CURRENT_SOURCE_DIR}/instances)
if(NOT EXISTS ${INSTANCES_DIR}/forward OR
NOT EXISTS ${INSTANCES_DIR}/backward_weight OR
NOT EXISTS ${INSTANCES_DIR}/backward_data)
find_package(Python3 COMPONENTS Interpreter Development)
execute_process(
COMMAND ${Python3_EXECUTABLE} ${CMAKE_CURRENT_SOURCE_DIR}/generate_instances.py --mode=tests
RESULT_VARIABLE ret
OUTPUT_VARIABLE output
ERROR_VARIABLE error
)
if(NOT ret EQUAL 0)
message(FATAL_ERROR "Failed to generate instances. Return code: ${ret}\nOutput: ${output}\nError: ${error}")
endif()
endif()
# Find cpp files and create lib for instances
file(GLOB_RECURSE GROUPED_CONV_FWD_TILE "instances/*.cpp")
file(GLOB_RECURSE GROUPED_CONV_FWD_TILE "instances/forward/*.cpp")
add_instance_library(device_grouped_conv_fwd_tile_instances ${GROUPED_CONV_FWD_TILE})
target_include_directories(device_grouped_conv_fwd_tile_instances PRIVATE
"${PROJECT_SOURCE_DIR}/experimental/builder/test/utils")
target_compile_options(device_grouped_conv_fwd_tile_instances PRIVATE -DCK_TILE_FLOAT_TO_BFLOAT16_DEFAULT=0)
file(GLOB_RECURSE GROUPED_CONV_BWD_WEIGHT_TILE "instances/backward_weight/*.cpp")
add_instance_library(device_grouped_conv_bwd_weight_tile_instances ${GROUPED_CONV_BWD_WEIGHT_TILE})
target_include_directories(device_grouped_conv_bwd_weight_tile_instances PRIVATE
"${PROJECT_SOURCE_DIR}/experimental/builder/test/utils")
target_compile_options(device_grouped_conv_bwd_weight_tile_instances PRIVATE -DCK_TILE_FLOAT_TO_BFLOAT16_DEFAULT=0)
endif()