Commit Graph

11 Commits

Author SHA1 Message Date
Aviral Goel
ac70206b2c feat: add support for bf16 for grouped_gemm & grouped_gemm_preshuffle… (#3225)
* feat: add support for bf16 for grouped_gemm & grouped_gemm_preshuffle kernel(s) along with unit test

* docs: Update CHANGELOG.MD
2025-11-18 09:32:27 -05:00
Vidyasagar Ananthan
92c67a824f [DOCS] Documentation Addition (Readme updates) (#2495)
* GH-2368 Adding a basic glossary

GH-2368 Minor edits

GH-2368 Adding missing READMEs and standardization.

resolving readme updates

GH-2368 Minor improvements to documentation.

Improving some readmes.

Further improvement for readmes.

Cleaned up the documentation in 'client_example' (#2468)

Update for PR

Update ACRONYMS.md to remove trivial terms

Update ACRONYMS.md to provide detailed explanations for BF16 and BF8 formats

Apply suggestion from @spolifroni-amd

Co-authored-by: spolifroni-amd <Sandra.Polifroni@amd.com>

Apply suggestion from @spolifroni-amd

Co-authored-by: spolifroni-amd <Sandra.Polifroni@amd.com>

Update README.md to clarify CK Tile API description and remove outdated references to the Tile Engine.

revise 37_transpose readme

revise 36_copy readme

Remove references to the Tile Engine in README files for 19_gemm_multi_d and 35_batched_transpose, and update distribution links for clarity.

Remove references to the Tile Engine in multiple README files and update distribution links for consistency and clarity.

Remove references to the Tile Engine in README files across multiple examples

* GH-2368 Adding a basic glossary

GH-2368 Minor edits

GH-2368 Adding missing READMEs and standardization.

resolving readme updates

GH-2368 Minor improvements to documentation.

Improving some readmes.

Further improvement for readmes.

Cleaned up the documentation in 'client_example' (#2468)

Update for PR

Update ACRONYMS.md to remove trivial terms

Update ACRONYMS.md to provide detailed explanations for BF16 and BF8 formats

Apply suggestion from @spolifroni-amd

Co-authored-by: spolifroni-amd <Sandra.Polifroni@amd.com>

Apply suggestion from @spolifroni-amd

Co-authored-by: spolifroni-amd <Sandra.Polifroni@amd.com>

Update README.md to clarify CK Tile API description and remove outdated references to the Tile Engine.

revise 37_transpose readme

revise 36_copy readme

Remove references to the Tile Engine in README files for 19_gemm_multi_d and 35_batched_transpose, and update distribution links for clarity.

Remove references to the Tile Engine in multiple README files and update distribution links for consistency and clarity.

Remove references to the Tile Engine in README files across multiple examples

Refine README files by removing outdated references to the Tile Engine

* Updates based on PR feedback 1

* Updates based on PR feedback 2

* Updates based on PR feedback 3

* Updates based on PR feedback 4

* Updates based on PR feedback 5

* Updates based on PR feedback 6

* Updates based on PR feedback 7

* Updates based on PR feedback 8

* Content Modification of CK Tile Example

* Modify the ck_tile gemm config

---------

Co-authored-by: AviralGoelAMD <aviral.goel@amd.com>
Co-authored-by: ThomasNing <thomas.ning@amd.com>
2025-10-16 03:10:57 -07:00
Aviral Goel
bebf0e9d15 Extend Grouped GEMM with MultiD (Single & Double Shared Memory) feature to use persistent kernel option (#2933)
* feat(grouped_gemm_multi_d): add new example that integrates grouped_gemm and multi_d_gemm feature

* refactor: grouped_gemm_multi_d relies on grouped_gemm_kernel

* tests(grouped_gemm): grouped_gemm test suite passes with minor adjustments

* fix: segfault fix by passing correct parameters for d tensors

* style: clang format

* WIP: host code for grouped_gemm_multi_d persistent kernel compiles but segfaults

* feat(grouped_gemm_multi_d): add functionality to run persistant kernel

* feat(grouped_gemm_multi_d): add new example that integrates grouped_gemm and multi_d_gemm feature

* refactor: grouped_gemm_multi_d relies on grouped_gemm_kernel

* tests(grouped_gemm): grouped_gemm test suite passes with minor adjustments

* fix: segfault fix by passing correct parameters for d tensors

* style: clang format

* fix: incorrect validation method and Dtensor layout in test suite

* docs: improved README text based on review comments

* fix: parameterize NumDTensor in GroupedGemmHostArgs and remove lint
2025-09-29 15:03:56 -07:00
Aviral Goel
a44bea45b2 Integrate Multi D GEMMs into Grouped GEMMs along with unit tests (#2923)
* feat(grouped_gemm_multi_d): add new example that integrates grouped_gemm and multi_d_gemm feature

* feat: generalized grouped_gemm_kernel.hpp

* feat: generalized grouped_gemm_kernel.hpp even further by removing hardcoded 0

* refactor: grouped_gemm_multi_d relies on grouped_gemm_kernel

* tests(grouped_gemm): grouped_gemm test suite passes with minor adjustments

* fix: segfault fix by passing correct parameters for d tensors

* docs: add multi d info and trim down outdated content

* tests: add unit tests for grouped_gemm_multi_d and minor changes in grouped_gemm related test for compatibility

* style: clang format

* fix: incorrect validation method and Dtensor layout in test suite
2025-09-26 09:59:58 -07:00
kyle-256
4eb415829e [CK_TILE] Implement Row/Col quant grouped gemm (#2786)
* Add cshuffle epilogue test

* add the poc implementation to the epilogue and tests

* refactor cshuffle epilogue

* WIP: adding tensor/tile usage to scale_tile

* fix usage of tile_elementwise_inout

* add gemm_quant_kernel for generalizing gemm quant kernel

* Add problem specific to different quants, add QuantType to Traits

* Add quant_type to quant_kernel template parameters

* Create aq/bq_block_windows and views depending on QuantType

* Use tile windows as inputs in cshuffle epilogue

* Fix some issues in epilogue

* initial new example code for new general gemm quant kernel test

* Fix issues in kernel

* Add verification check for rowcol Quantmode

* use AccDataType instead of AQ in pipeline

* fix aquant preshuffle

* fix formatting

* some cleanup

* remove gemm_aquant_basic.cpp

* remove gemm_aquant_kernel.hpp

* fix tests for the renamed quant kernel

* fix formatting

* clean example files

* fix some merge conflicts

* fix preshufflequant rename issue

* updating

* fix some templates after merging with develop

* fix test preshuffle parameter

* fix formatting

* updating kernels

* change update user

* test username

* update quant_grouped_gemm example

* update example

* Unify bquant kernel to the common quant kernel

* remove bquant kernel also from common header

* fix formatting

* clean up commented code

* update grouped_gemm_quant example

* fix formatting config hpp

* fix merge mistake

* Non-const for movable windows

* fix formatting

* update tileloop pipleline

* Fix grammar in README

Co-authored-by: spolifroni-amd <Sandra.Polifroni@amd.com>

* Remove #include<bit> and clean up example

* fix strides

* Add some descriptions for move_windows

* fix tensor print bug

* update quant_grouped_gemm example

* remove useless code

* cleanup code

* clean up code & format code

* fix compile & running bug in grouped_gemm example

---------

Co-authored-by: Sami Remes <samremes@amd.com>
Co-authored-by: Mohsen Saffari <mohsen.saffari@amd.com>
Co-authored-by: liyingli <liyingli@amd.com>
Co-authored-by: kyle-256 <Kyle.Zhao@amd.com>
Co-authored-by: spolifroni-amd <Sandra.Polifroni@amd.com>
2025-09-08 10:25:57 -07:00
Aviral Goel
e279e9420e feat(grouped_gemm): add preshuffle v2 support to grouped gemm example (#2721)
* docs(README): update readme with new build instructions

* feat(grouped_gemm): add support back for non persistent kernel

* refactor(grouped_gemm): simplify tensor creation

* refactor(grouped_gemm): Persistance is now GemmConfig value for easier management

* chore(grouped_gemm): add print statements to ease debugging

* WIP(grouped_gemm): add grouped_gemm_preshuffle example and update CMake configuration

* fix(tile_gemm_traits): change default value of Preshuffle_ from 0 to false for clarity

* WIP(grouped_gemm): add dummy variables to compile the preshuffle pipelines

* chore(grouped_gemm): add print statements and variables to debug numerical error with preshuffle

* style: clang format work so far

* BUG!(grouped_gemm_kernel.hpp): figured out a potential bug in for numerical errors in preshuffle pipeline

* fix(grouped_gemm_kernel): add function in the kernel code to dynamically calculate tail_number resolving numerical errors

* refactor(gemm_presuffle): make preshuffle pipeline v2 compatible with operator () calls from grouped gemm

* chore(grouped_gemm): add/remove debug comments and debug print statements

* feat(grouped_gemm): integrate preshuffle pipeline v2 into grouped gemm for all supported shapes

* chore(gemm_profile): add new argument combinations

* fix: branch cleanup, formatting, refactoring

* fix: branch cleanup, formatting, refactoring

* chore(changelog):  update changelog to reflect new featuer

* address review comments & nit
2025-09-07 14:18:35 -07:00
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
Max Podkorytov
f38751fc2a invoke script directly (#2687) 2025-08-19 00:23:07 -07:00
Mateusz Ozga
394e5be10d [CK-TILE DOC] Ck-tile grouped GEMM documentation (#1939)
* Ck-tile readme

* After review

* Review: part1

* Review part 3
2025-07-04 02:56:42 -07:00
Mateusz Ozga
bd96ac9742 [CK_TILE] Multiple-D GEMM example (#2219)
* Multiple d, initial commit

* Check Ds Layout

* Readme and clang format

* Update branch & conflicts

* Multiple D - fix clang-formatter

* Rename elemetwise_op

* Fix CI

* Code review part1

* Remove printf

* Remove unnecessary comment

* Add new tests with Col layout

* Review part 2

* Added support for Multiple D GEMM

* Update comment

* Remove maybe_unused

* Clang-format

* Review part 3

* Add comment to function

* Add comment to function: another

* Take number of params for a refrence function

* Remove additional d param for 0 tensor

* Change name of function

* Fix CI fails
2025-06-13 19:39:11 +02:00
Mateusz Ozga
4cb3d7d7ea Ck tile grouped GEMM example (#1713)
* Ck-tile, impl. grouped gemm

* Workspace is allocated by user, and is passed to the function

* Prepare test to new api design

* Unify GemTransKernelArgs, removing N0 param

* Add 1 to dim3 in paritioner

* Typo: gem - > gemm

---------

Co-authored-by: Adam Osewski <19374865+aosewski@users.noreply.github.com>
2024-12-04 21:40:01 +01:00