Commit Graph

10 Commits

Author SHA1 Message Date
Thomas Ning
e03293ebce [CK Tile] Int8 Support on CK Tile GEMM (#2267)
* updates to support int8 in 03_gemm example

* added comments, using aliases, helper functions

* test(gemm_universal): add test cases for int8 gemm pipeline

* fix(test_gemm): fix for failing test unit test for int8

* test(ck_tile): add int8 unit test for gemm universal

* refactor(gemm_universal): GPU reference verification for GEMM code improved

* style(gemm_universal): removed extra comments and did clang format

* merging recent changes to universal gemm to tile_engine

* ck tile engine integration work

* feat(tile_engine): add int8 support to tile engine ops/gemm

* feat(tile_engine): added 32 32 16 mfma instances to tile engine for int8

* style: Format code with clang-format-12

* refactor(tile_engine): address review comments

* style: removed unhelpful comments & unused variables.

* build: tile engine uses default config

* feat: add int8 support for CK_TILE GEMM

* style: added trailing commas to codegen_utils.py

* refactor: tile engine

* refactor: formatting and code review

* refactor: code formatting for python files

* fix: suppress build warning

* add support for gfx950

* refactor:KWarpTile size in gemms util

* Fix the branch and wrap up the k warp tile

* Add bf8 integration

* refactor: clang format and rebase

---------

Co-authored-by: zjli2013 <leezhengjiang@gmail.com>
Co-authored-by: AviralGoelAMD <aviral.goel@amd.com>
Co-authored-by: Khushbu Agarwal <khuagarw@amd.com>
2025-06-25 08:20:35 -07:00
Khushbu Agarwal
2e38eb4f1c Rotating buffer PR CI fix (#2257)
* Revert "Revert "[CK_tile] Add rotating buffer feature for universal gemm (#2200)" (#2256)"

This reverts commit bbdaf79a52.

* fix regression
2025-06-02 10:25:01 -07:00
Illia Silin
bbdaf79a52 Revert "[CK_tile] Add rotating buffer feature for universal gemm (#2200)" (#2256)
This reverts commit 99857e10e6.
2025-05-28 09:46:52 -06:00
Khushbu Agarwal
99857e10e6 [CK_tile] Add rotating buffer feature for universal gemm (#2200)
* Add rotating buffer feature for universal gemm

* adding changes in tile_engine

* Updated code to merge kernel_launch

* removing comments

* Enable rotating buffer changes to flatmm

* Created diff launch_kernel function for rotating buffer

* Simplfied calculation using macros

* merge code with new changes in tile_engine

* clang formatted

* Redefine macros
2025-05-27 23:00:58 -07:00
Casey-Shi
128f5a1eab [Tile Engine] Add benchmark for tile engine gemm. (#2193)
* initial commit -m benchmark

* only support profile

* fix

* fix doc

* add default config

* add ci

* fix cmake

* tmp save for gen blobs

* fix bug

* merge

* range config

* test success

* fix

* fix

* move struct

* remove config property

* fix config

* remove comment

* add cmake option & modify

* add changelog

* fix

* format

* add pydantic module to the docker image

* fix

* add benchmark for cold and warmp up

* python format

* add asm cache control

* fix README

* remove pydantic module

* modify changelog

* fix config

* recover benchmark_gemm and fix

* format python

* refactor profiler

* fix csv bug

* fix codegen bug

* add kernel instance object

* add benchmark gemm executable

* fix jenkins & delete extra header

* disable warning output & enable default config

* Disable sparsity for invalid warp tile combinations

* fix gemm host template func

* refactor gemm profiler

* filter out some inmstances

* default config test & fix codegen bug

* add sparse flag to gen more instances

---------

Co-authored-by: illsilin <Illia.Silin@amd.com>
Co-authored-by: khuagarw <khuagarw@amd.com>
Co-authored-by: Thomas Ning <Thomas.Ning@amd.com>
2025-05-26 22:32:36 -07:00
Khushbu Agarwal
768c99eca9 [TileEngine] Support for sparsity in codegen (#2128)
* Added sparsity flag in codegen

* remove comments

* clan formatted

* added sparsity as runtime argument

* updated README

* updated stream config variable

* fix typo for tail_num in hot loop
2025-04-28 18:19:23 -07:00
Khushbu Agarwal
7cadf187e2 multi instance generation for CkTileEngine (#2080)
* Add support for multi-instance verification, print detail for each instance, documentation fix

* clang formatted

* Added Readme file

* updated readme

* Addressing review comments

* clang formatted

* Updated ReadMe and GPU reference code

* simplified dispatch kernel code

* indentation
2025-04-21 08:39:45 -07:00
Khushbu Agarwal
3bda57c204 file clang formatted (#2053) 2025-04-03 16:55:49 -07:00
Khushbu Agarwal
b443056a26 Documentation for newly added struct (#2051) 2025-04-03 16:24:34 -07:00
Khushbu Agarwal
fed0709121 [New] Build up the feature of CK Tile GEMM CodeGen (#1994)
* New branch for codegen changes

* Fix verify function for int4

* pk_int4 codegen

* Update to review comments

* Remove codegen directory and rename filenames

* Remove extra files; clean up CMake file

* New branch for codegen changes

* Fix verify function for int4

* pk_int4 codegen

* Update to review comments

* Remove codegen directory and rename filenames

* Remove extra files; clean up CMake file

* code changes for single instance

* config file rename, added few more combinations in json file

* Fix cmake file

* Addressing review comments

* Reverting files changed by merge to develop

---------

Co-authored-by: ThomasNing <thomas.ning@amd.com>
2025-04-03 11:54:12 -07:00