Commit Graph

19 Commits

Author SHA1 Message Date
Bartłomiej Kocot
c2d7931446 [CK TILE] Clear output buffers for grouped conv bwd (#3127) 2025-10-31 14:11:54 +01:00
Ville Pietilä
22d9f99942 Fixed building CK Tile grouped conv fwd bias clamp example. (#3124) 2025-10-30 18:17:48 +02:00
Ville Pietilä
121bf0e1f3 [CK_Tile] Merge multiple convolution groups into a single GEMM batch (#2986)
* Fix compilation of the grouped conv examples.

* Fix grouped conv bwd weight example output in CK Tile.

* Add number of groups to merge to ck tile grouped gemm example.

* Initial set of tests for TransformConvBwdWeightToGemm.

* Added unit tests for TransformConvBwdWeightToGemm conv groups are merged.

* WIP: Tensor transformations.

* Add unit tests for coordinate transforms.

* Fully working conv group merging for TransformConvBwdWeightToGemm.

* WIP: Merged conv groups offset calculation.

* Adde unit tests for tensor view.

* WIP: Merged conv groups epilogue.

* Enable running multiple conv groups per batch.

* Add tests for tile_distribution_encoding.

* Change example to match optimally depthwise convolution with merged groups.

* Add more tests for tensor view.

* Integration test for reading diagonal blocks from grouped distributed tensor.

* Improved integration test.

* Improve test for accessing diagonal blocks.

* Added integration test for cshuffle epilogue LDS tile distribution.

* Add more logging.

* Increase the max number of reported errors.

* WIP: merged conv groups GEMM epilogue changes.

* LDS to global memory copy.

* Fix tile window size for c block.

* Integration test for CShuffle epilogue.

* Improved CShuffle test.

* WIP: Separate epilogue for merged conv groups.

* Tile example parameters changes to match depthwise conv.

* Offset fixes.

* Epilogue fixes.

* Working baseline for depthwise covolution with merged conv groups.

* Fix build.

* Initial unit tests for tensor descriptor.

* Add one more unit test for tensor view.

* WIP: LDS to global mem transfer using CK tile tensor descriptor and tile distribution encoding.

* Fully functional LDS to global mem transfer using tensor descriptor and tile distribution encoding.

* Add more comments, disable debug code.

* Remove debug and other dead code.

* Code clean-up for bwd tensor transformations.

* Enable running multiple GEMM batches of merged conv groups.

* Add compile check for assumed row-mjor layout.

* Fix strides in 1D conv to gemm transformation.

* WIP: Simplify conv to gemm transformations and handle K > 1 and C > 1 cases.

* Fix case k > 1 and c=1.

* Remove debug code.

* Make MPerGroup and NPerGroup template parameters.

* Add additional check for non-supported c > 1 case.

* WIP: Put back the generic tensor descriptors for convolutions.

* Fix tensor descriptors.

* Remove the obsolete template parameters.

* Add more instances.

* Fix bugs in merged conv groups tensor descriptors.

* Fix tensor descriptors for merged conv groups when K > 1.

* Remove debug output.

* Remove dead code.

* Fix merge conflicts.

* Code clean-up.

* Remove unused code.

* Run clang-formatting.

* Remove debug prints and obsolete tests.

* Check that number of convolution groups is multiple of merged groups.

* Fix build after removing obsolete functionality.

* Remove obsolete enumeration.

* Fix new unit projects.

* Remove unnecessary includes.

* Fix passing the number of merged groups.

* Remove unrelated tests.

* Fix IsSupportedArgument for bwd weight conv kernel.

* Fix clang formatting.

* Fix the bwd weight conv to gemm mapping for num merged groups > 1.

* GEMM config for conv group merging.

* Fix clang-formatting.

* Remove obsolete comment.

* Fix typos in comment strings.

* Increase the max number of reported errors when testing against reference implementation.

* Rename gemm_config to conv_config.

* Rename GemmConfig to ConvConfig and move NumGroupsToMerge into ConvConfig.

* Change num_groups_to_merge to a boolean flag in the ck tile grouped conv example.

* Run clang-format.

* Add number of merged groups into kernel name string.

* Remove group merging flag from CK Tile grouped conv example.
2025-10-29 16:49:28 +02:00
Johannes Graner
5c1974065e [CK_TILE] Add conv fwd + bias + clamp example (#3012)
* Implement argument passing to element-wise functions for fwd convolution

* Add files for fwd + bias + clamp example

* Implement Bias

* Implement Clamp

* Elementwise function composition

* Composition unit test

* Implement fwd + bias + clamp example

* Simplify argument passing and composition

* elfunc -> bias_and_clamp

* Rename function to specify example

* Move element-wise function instantiation to kernel

* Make bias a runtime tensor

* No ugly namespace aliasing

* Initialize element-wise function on host

* Remove function initialization helper, simplify Compose initialization

* Remove unintended LSP compatibility patch

* Clean up includes and unused code

* Switch names in cshuffle epilogue

* Move CDElementwise to conv traits

* Re-add required include

* Initialize bias in same way as other tensors

* Better type specification for ds pointer

* Disable 1D convolution

* Add warning for non-group-constant bias
2025-10-27 18:43:09 +01:00
Illia Silin
3348f01e6f re-enable clang-format by default (#3030)
* re-enable clang-format by default

* fix clang format
2025-10-15 07:43:11 -07:00
jakpiase
6deaaa92cc [CK_TILE] Switch into universal gemms for conv bwds (#2981)
* switch into universal gemms for conv bwds

* some fixes and support universal gemm in conv fwd

* add reviewer comments
2025-10-14 16:09:16 +02:00
Johannes Graner
15fff74503 [CK Tile] Implement Invoker pattern for remaining grouped convolution examples (#2894)
* Invoker for grouped_conv_fwd

* Invoker for grouped_conv_bwd_data

* Fix incorrect out layout identifier
2025-09-24 10:22:38 +02:00
jakpiase
624c46866e [CK_TILE] Add conv bwd weight two stage support (#2855)
* resolved conflicts

* add conv bwd weight twostage

* fix one file

* fixes after review

* fixes

* fixes

* Fix

---------

Co-authored-by: Bartlomiej Kocot <barkocot@amd.com>
2025-09-22 15:31:25 +02:00
linqunAMD
60d3e8f504 [CK_TILE] Fix example batched_gemm, grouped_gemm, gemm_multi_d, convolution on gfx11 & gfx12 (#2808)
* [CK_TILE] Fix example batched_gemm, grouped_gemm, gemm_multi_d, convolution on gfx11 & gfx12

* fix gemm_splitk_two_stage

* revert .pre-commit-config.yaml
2025-09-11 07:27:33 -07:00
Ville Pietilä
83f607e2a6 [CK Tile] Fix building grouped conv examples in CK Tile (#2777)
* Fix compilation of the grouped conv examples.

* Fix grouped conv bwd weight example output in CK Tile.
2025-09-05 09:14:21 +03:00
rahjain-amd
4d041837ad Add json dump support to output details from CK/CKTile Examples. (#2551)
* Adding RapidJson Library

* Adding Json Dumps in all CK_Tile Examples

Not verified yet

* Adding json to cktile Batched Transpose

* adding json dumps to layernorm2d_fwd

* Adding  json dump to flatmm_basic

* Adding RapidJson Library

* Adding Json Dumps in all CK_Tile Examples

Not verified yet

* Adding json to cktile Batched Transpose

* adding json dumps to layernorm2d_fwd

* Adding  json dump to flatmm_basic

* Adding json in 03_gemm

* Add json dump to 16_batched_gemm

* Add json dump to gemm_multi_d_fp16

* Add json dump to grouped_gemm

* fix fmha_bwd/fwd

* Fix clang-format errors

exclude include/rapidjson in jenkins as its a third-party library

* Saparating function and defination.

* Update Documentation of 03_gemm

* Refactoring as per code review

* Disable fp8 instances on unsupported targets (#2592)

* Restrict building of gemm_universal_preshuffle_f8 instances to specific targets in CMakeLists.txt

* Add condition to skip gemm_xdl_universal_preshuffle_f8 instances for unsupported targets in CMakeLists.txt

* Add conditions to skip unsupported targets for gemm_universal_preshuffle_f8 and gemm_xdl_universal_preshuffle_f8 instances in CMakeLists.txt

* Refine conditions to exclude gemm_universal_preshuffle_f8 instances for unsupported targets in CMakeLists.txt

---------

Co-authored-by: AviralGoelAMD <aviralgoel@amd.com>

* fix clang format

* remove duplicate lines of code from library/src/tensor_operation_instance/gpu/CMakeLists.txt

* Fixing Readme and unifying jsondumps

* adding moe_smoothquant

* adding fused_moe

* Fixing Readme for batched_gemm

* Fixing Readme for grouped_gemm

* adding flatmm

* adding gemm_multi_d_fp16

* adding elementwise

* adding File name when json is dumped

* Fixing Reduce after merge

* adding batched_transpose

* Adding Warptile in Gemm

* Fixing Clang Format

---------

Co-authored-by: Aviral Goel <aviral.goel@amd.com>
Co-authored-by: AviralGoelAMD <aviralgoel@amd.com>
Co-authored-by: illsilin_amdeng <Illia.Silin@amd.com>
2025-09-02 23:31:29 -07:00
linqunAMD
4a49dac7c6 [Regression] Fix CK_TILE build error in grouped_convolution, copy_basic and fused_moegemm_kernel (#2728)
* fix copy basic build error

* fix other ck tile test build error
2025-08-28 20:30:30 +08:00
Cong Ma
cd53e2e57e [CK TILE GEMM] Fix a merge conflict (#2753)
* Fixed a merge conflict in 245467f3
* Foramt the code
2025-08-27 11:08:09 -07:00
Bartłomiej Kocot
4212bbc170 [CK Tile] Grouped convolution backward data (#2652)
* base working version for single groupped conv bwd data

* Fix 2d descriptor

* fix groups

* Add 3d support

* fixes

* fixes

* fixes

---------

Co-authored-by: Jakub Piasecki <jakpia21@gmail.com>
2025-08-20 05:29:57 -07:00
linqunAMD
9fcc1ee9fd Support Wave32 in CK_TILE - Part 1 (#2594)
* Support wave32/wave64 in CK_TILE - Part 1

* remove blocksize in kernel launch

* fix build error

* fix clang format

* fix clang format 2

* fix clang format 3

* fix fmha build error

* fix fmha build 2

* fix fmha build 3

* fix build error 4

* address review comment

* update change log

* replace KernelBlockSize with kBlockSize

* fix CI fail

* fix clang format

* address review comment and rebase code.

* fix universal test fail

---------

Co-authored-by: Lin, Qun <Quentin.Lin+amdeng@amd.com>
Co-authored-by: Thomas Ning <Thomas.Ning@amd.com>
2025-08-18 10:08:31 -07:00
Khushbu Agarwal
88d72178d6 [CK_Tile] Updating gpu timer when doing flush cache (#2593)
* Missed updating function names in example

* updating timer

* code cleanup

* addressing review comments

* updating tile_engine code

* addressing review comments
2025-07-31 16:43:33 -07:00
Illia Silin
504b101da3 upgrade from clang-format-12 to clang-format-18 (#2568)
* upgrade to clang-format-18

* update to clang-format-18 in pre-commit-config
2025-07-28 11:34:07 -07:00
jakpiase
6681593864 [CK_TILE] Grouped Convolution Backward Weight Kernel (#2357)
* [CK TILE] Grouped Convolution Forward Kernel

* custom vector size

* fixes

* refactor

* resolved conflicts

* rebase fixes

* fixes

* tmp

* add working support for splitk

* minor fix

* fixes

* fixes

* minor fix

* small fix

* Split K and preprocessing fixes

---------

Co-authored-by: Bartlomiej Kocot <barkocot@amd.com>
2025-07-24 10:41:35 +02:00
Bartłomiej Kocot
cebdee4d9e [CK TILE] Grouped Convolution Forward Kernel (#2188)
* [CK TILE] Grouped Convolution Forward Kernel

* custom vector size

* fixes

* refactor

* rebase fixes

* fixes

* fixes
2025-06-20 15:44:36 -07:00