Commit Graph

1896 Commits

Author SHA1 Message Date
Bartłomiej Kocot
7c0e29cc0f Extend 64x64 with 4 waves instances for grouped conv bwd wei (#2187)
* Extend 64x64 with 4 waves instnaces for grouped conv bwd wei

* Fix

* fix

* fix
2025-05-15 16:21:34 +02:00
BingYuan.Zhou
41c17d0a95 fix moe sorting build fail (#2190)
* fix moe sorting build fail

* refile code

---------

Co-authored-by: solin <bingzhou@amd.com>
2025-05-14 09:31:26 +08:00
Illia Silin
58f9e9ffbc Update the buffer load/store intrinsic names for clang>=20. (#2192)
* fix the buffer load/store intrinsic names

* fix clang format
2025-05-13 10:18:14 -07:00
Bartłomiej Kocot
c53b7bd22e Switch to v2 pipeline for grouped conv bwd data (#2181)
* Change to old pipeline for grouped conv bwd data

* fix

* fix

* fix

* fix

* fix

* fix

* Fix
2025-05-13 10:14:30 +02:00
Po Yen Chen
2920604786 [CK_TILE] Add logits soft-capping & customization support to the FMHA forward kernel/pipelines (#2163)
* hack for cap logits

* fix bug

* Re-format files

* Allow specifying logits_soft_cap through APIs

* Support turn on/off logits_soft_cap in async pipeline

* Do not generate non-verified kernels

* Align receipt used in Aiter

* Sync logits soft-capping across pipelines

* Re-enable some hdim pipelines

* fix perf

* Add attention variant for logits_soft_cap

* Add newline at end-of-file

* Fix performance

* Add comment to explain logits_soft_cap pre-processing

* Unify code

* Unify floating-point literal style

* Use class data member to slience the compilation error

* [CK_TILE] Update attention customizaton interface: add LogitsMask() (#2133)

* Send 'mask' along with variant params to the LogitsMask()

* Send block indices to the variant

* Add indices parameters in variant interface

* Fix fmha bwd codegen error

* Allow switch logits_soft_cap impl

* Eliminate register spills

* Fix compilation errors

* Fix wrong LSE

* Fix LSE for splitkv kernel

* Sync splitkv pipeline changes

* Add batch_prefill kernel/pipeline

* Fix codegen error

* Undo changes in CMakeLists.txt

* Merge pipeline filtering check

* Use different code path if kHasLogitsSoftCap=false

* Remove [[maybe_unused]] attribute

* Use pre-existing compile-time flag to instantiate templates

* Sync pipeline changes

* Update CHANGELOG.md

---------

Co-authored-by: Bernard <bernaliu@amd.com>
Co-authored-by: coderfeli <coderfeli@163.com>
2025-05-13 12:19:25 +08:00
Khushbu Agarwal
f05e45ba59 Disable SMFMA gfx90a (#2184)
* sparsity fix for gfx90a

* reverting tile_engine changes
2025-05-12 09:56:23 -07:00
Thomas Ning
b49f7de81f Improve the general performance of the Preshuffled GEMM V3 & delete the unnecessary instances (#2166)
* make the work compiled

* Solved the example code, but still have the profiler error

* Finished the feature

* Clang format and update the CHANGELOG

* solve the preshuffle v1 & v2 problem

* Comment Addressed

* Comment Addressed
2025-05-12 09:52:58 -07:00
Thomas Ning
9d1e44e56a Vectorized Transpose for Batched Transpose CK Tile Operator (#2131)
* Shared Memory for single data point

* CKTile Transpose vectorize CP1

* CKTile Transpose vectorize CP2

* CKTile Transpose vectorize CP2.1

* fixed the compile error of the transpose tile 2d

* Have the correct result for the current test sample

* Changes to printing tensor

* fp8 support added

* Debugging for transpose

* solving the corner issue

* Changed padding flag

* Intermideate Debugging

* Intermidiate Debugging

* Intermediate Debugging

* Finished debugging of the transpose op

* Code Cleanup

* Adding edge case smoke tests

* Adding Transpose test to CI/CD

* Adding Transpose test to CI/CD

* Adding Transpose test to CI/CD

* Addressing Review Comment

* Addressing Comments

* Addressing Comments

* Measuring Perf Tests

* Code Cleanup

* Changlog

* Added the running iterations

* clang format

* Fix the changelog

* Fix the compilation error

* change the printing factor

---------

Co-authored-by: ThruptiRajLakshmanaGowda <tlakshma@amd.com>
2025-05-12 00:41:45 -07:00
Khushbu Agarwal
d8faf1c6a1 Support for swizzle and transpose for MFMA_16x16x32_F16/BF16 (#2172)
* Changes for updating tile distribution for shuffle and transpose

* Fixed swizzle and transpose, removed comments

* clang formatted

* Adding support for bf16 type

* Addressing review comments
2025-05-10 22:40:05 -07:00
Bartłomiej Kocot
6fddb5708c Add grouped conv fwd bias relu instances (#2179)
* Add grouped conv fwd bias relu instances

* fixes

* fix
2025-05-09 22:52:34 +02:00
jefyang1
6b1a339b6f Fix grouped conv bwd data tests on gfx950 (#2173) 2025-05-09 09:01:06 -07:00
Mingtao Gu
a23390163d fix moe gemm2 for gfx950 (#2164)
Co-authored-by: mtgu0705 <mtgu@amd.com>
2025-05-09 08:25:31 -07:00
Khushbu Agarwal
ef72a4b9bc Disable SMFMA for gfx90a (#2182) 2025-05-09 00:18:07 -07:00
Illia Silin
3448e12609 Generate ckProfiler package for gfx942 only. (#2180)
* build CI for gfx942 exclusively

* run the last stage in a docker with user jenkins

* update the image for the last stage

* ignore perf_log if not found

* archive and store all packages

* use ccache for building packages
2025-05-08 13:29:14 -07:00
Andriy Roshchenko
cb27e7c77f Ensure MX GEMM Instances can be Cross-Compiled for Multiple Architectures (#2171)
* Re-enable MX GEMM instances

* Fix compilation error when building MX GEMM for multiple architectures
2025-05-08 13:26:03 -06:00
Thomas Ning
c757046d49 Revert "Disable the SMFMA instruction for gfx90a. (#2174)" (#2175)
This reverts commit a32d907771.
2025-05-08 00:07:03 -07:00
Khushbu Agarwal
a32d907771 Disable the SMFMA instruction for gfx90a. (#2174)
* remove smfma for gfx90a

* clang formatted
2025-05-07 23:09:22 -07:00
BingYuan.Zhou
6a3960c1e1 Flatmm merge (#2168)
* sync with function interface of cshuffleepiloge,fix flatmm build fail

* move code from solin/flatmm which add mfma16*16*32fp8 and optimize flatmm

---------

Co-authored-by: solin <bingzhou@amd.com>
2025-05-08 12:59:57 +08:00
Khushbu Agarwal
c7b8e86e34 [CK_Tile] Simplified Mem pipeline (#2159)
* simplify code

* compiled the code

* Simplified example and codegen for mem pipeline

* Reveting config and universal gemm example

* clang formatted

* remove comments

* clang formatted

* Add memory operation changes for defualt pipeline

* fix config file

---------

Co-authored-by: ThomasNing <thomas.ning@amd.com>
2025-05-07 18:37:31 -07:00
jakpiase
cb07ad84d5 fix for default epilogue (#2167) 2025-05-07 10:46:53 -07:00
Bartłomiej Kocot
397b9080a2 Move 16x16 grouped conv fwd instances from comp header (#2165)
* Move 16x16 grouped conv fwd instances from comp header

* Improvements
2025-05-07 08:04:31 -07:00
kylasa
956fe8f751 Simple copy kernel, which can be a tool to experiment with CK_Tile API with minimal code. (#2156)
* Test Copy kernel code for testing tile distribution logic

* Fix the error

* Solved the problem

* Updated comments and document formatting

* Removed unused tile distribution and code cleanup

* Added README.md and formatting for CI/CD.

---------

Co-authored-by: ThomasNing <thomas.ning@amd.com>
2025-05-07 00:02:59 -07:00
Aviral Goel
769336b640 [CK_TILE] Add type traits to detect tile window types at compile time (#2158)
* added WindowType enum to tile_window_structs and static assert checks in computev4 pipeline

* added type traits instead of enum to tile_window() and tile_window_linear() with debug comments

* removed comments, added documentation and clang format
2025-05-07 00:00:39 -07:00
Rostyslav Geyyer
8a0d659f92 Add FP4 MX MFMA tests (#2151)
* Add conversion tests

* Fix ctor

* Fix nan logic

* Fix conversion logic

* Permute packed f4_t values

* Fix conversion to float, repack vector elements

* Fix device tests

* Permute elements in a vector

* Add a repro test

* Add a conversion for a repro test

* Update test vectors

* Update conversion

* Fix the test

* Update test vector generator

* Fix vector sr conversion

* Permute conversion args

* Update conversion

* Test

* Fix packing

* Simplify conversion function

* Pack conversion in a loop

* Pack conversion in a loop

* Pack another conversion in a loop

* Pack one more conversion in a loop

* Pack the last conversion in a loop

* Clean up

* Add ops

* Add tests

* Add missing utils

* Update reference mx gemm

* Add f4x2 init mode

* Update host tensor utils

* Update chunk size for f4x2

* Add non scaled ops

* Add a type utility

* Update non scaled reference kernel

* Add non scaled tests

* Debug mfma arguments

* Add more debug info

* Update chunk size

* Update data layout

* Add more debugging

* Fix B stride

* Fix reference gemm

* Fix build

* One more reference fix

* Add more debug info

* Disable some tests

* Enable tests

* Add fp4 dimensions

* Update reference kernels

* Temp edits

* Remove leftovers

* Fix conflicts

* Clean up

* More clean up

* Revert "More clean up"

This reverts commit d8d35a0846.

* Add layouts to tests

---------

Co-authored-by: Andriy Roshchenko <107577548+andriy-ca@users.noreply.github.com>
2025-05-06 09:24:00 -05:00
carlushuang
4e9b76f88c [CK_TILE] optimize moe sorting kernel, boost large context case up to 20x (#2153)
* combine 2-3 as single stage

* support zeroing

* improve long tokens

* update specialization

* b16 ws

* 8bit topk optimize

* update 15 example
2025-05-06 17:32:07 +08:00
Muhammed Emin Ozturk
b8fa27bfef Fix failure in test_batched_gemm_softmax_gemm_permute for lower resource devices (#2117)
* Problematic test case are analyzed and turned off for lower resource GPUs

* update device info

* Update test_batched_gemm_softmax_gemm_permute_bf16_xdl.cpp

* Update test_batched_gemm_softmax_gemm_permute_fp16_xdl.cpp

* Update test/batched_gemm_softmax_gemm_permute/test_batched_gemm_device_utils.hpp

Co-authored-by: John Afaganis <john.afaganis@amd.com>
2025-05-05 13:12:22 -07:00
jakpiase
0bcb804ad0 [CK_TILE] Remove scratch usage from universal gemm (#2001)
* moves kbatch condition outside of kernel

* add reviewer comments

* fixes

* fix tests

* fixes after review

---------

Co-authored-by: Adam Osewski <19374865+aosewski@users.noreply.github.com>
2025-05-05 18:46:44 +02:00
Andriy Roshchenko
79beaacdd1 Restrict MX GEMM instantiation to GFX950 arch (#2157) 2025-05-05 08:18:22 -07:00
dependabot[bot]
c4e4e592c1 Bump rocm-docs-core[api_reference] from 1.18.2 to 1.18.4 in /docs/sphinx (#2161)
Bumps [rocm-docs-core[api_reference]](https://github.com/ROCm/rocm-docs-core) from 1.18.2 to 1.18.4.
- [Release notes](https://github.com/ROCm/rocm-docs-core/releases)
- [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md)
- [Commits](https://github.com/ROCm/rocm-docs-core/compare/v1.18.2...v1.18.4)

---
updated-dependencies:
- dependency-name: rocm-docs-core[api_reference]
  dependency-version: 1.18.4
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2025-05-05 07:29:07 -07:00
Khushbu Agarwal
d58f2b8bd0 mfma_32x32x64_fp8/bf8 (#2148)
* support for mfma_32x32x64_fp8

* clang-formatted

* Fixing sparsity in codegen
2025-05-01 13:36:24 -07:00
Illia Silin
619fba3134 re-enable ck4inductor tests by default (#2155) 2025-05-01 12:37:27 -07:00
Andriy Roshchenko
79b0bfeb41 MX GEMM - Add FP8 GEMM Tests for Different Layouts (#2152)
* Add gemm_mx_fp8_bf8 example with row-major B

* Add more overloads of MX MFMA instructions

* Add MK_KN (RRR) tests

* Add KM_NK (CCR) tests

* Add more problem sizes to Large tests

* Add test_gemm_mx to the list of regression tests
2025-05-01 11:55:48 -06:00
Illia Silin
b9d17bdb11 add write permissions in workspace (#2154) 2025-05-01 07:04:57 -07:00
Aviral Goel
1d8ef40760 Add documentation for ck_tile::array<T,N> (#2078)
* addded documentation for ck_tile::array<T,N>

* clang format fix

* spelling errros

Co-authored-by: Adam Osewski <19374865+aosewski@users.noreply.github.com>

* spelling errros

Co-authored-by: Adam Osewski <19374865+aosewski@users.noreply.github.com>

* Apply suggestions from code review

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

* Revert "spelling errros"

This reverts commit 4179e7d193.

* Revert "spelling errros"

This reverts commit 3f90733dbe.

---------

Co-authored-by: Adam Osewski <19374865+aosewski@users.noreply.github.com>
Co-authored-by: spolifroni-amd <Sandra.Polifroni@amd.com>
Co-authored-by: John Afaganis <john.afaganis@amd.com>
2025-04-30 16:43:36 -07:00
spolifroni-amd
cfae863431 updated Doxyfile and added the class list (#2147)
* updated Doxyfile and added the class list

* Update Doxyfile
2025-04-30 14:58:40 -07:00
Illia Silin
9a9f59ae69 Revert "Add ck tile examples to package (#1880)" (#2150) 2025-04-30 10:20:16 -07:00
Bartłomiej Kocot
23de234dbe Add grouped conv fwd 16x16 mfma instruction instances (#2140)
* Add grouped conv fwd 16x16 mfma instruction instances

* fix

* remove oddc

* fix

* fix
2025-04-30 09:49:37 +02:00
Aviral Goel
1aea51d34e [Tile Engine] Improved README.md (#2134)
* improved tile_engine readme

* changed ck tile explanation and json

* further improved readme

* fixed typo
2025-04-29 17:37:07 -07:00
Max Podkorytov
6601931949 try building ck4inductor and testing it inside a virtual environment (#2142)
use system virtualenv

use python-full ubuntu package in docker image

---------

Co-authored-by: illsilin <Illia.Silin@amd.com>
Co-authored-by: Illia Silin <98187287+illsilin@users.noreply.github.com>
2025-04-29 17:22:38 -07:00
Illia Silin
8fcb4dff1a Run CI jobs as user jenkins (#2141)
* run CI as jenkins

* remove user jenkins from docker image

* move inductor installation to a writeable path

* add a switch for inductor tests
2025-04-29 07:35:10 -07:00
Aviral Goel
65f182d617 Add Matrix A and Matrix B Swizzle for LDS in Computev4 policy (#2136)
* fixed computev4 policy bug for lds swizzle

* added swizzle for input matrix B

* Improved ComputeV4 policy and pipeline by swizzling A and B

* consolidated LDS descriptor functions in parent struct
2025-04-28 18:20:47 -07:00
Khushbu Agarwal
d107f3c3a5 Support for MFMA_16x16x128 for fp8/bf8 (#2125)
* Adding 16x16x128 support for gfx950

* Support for fp8 and bf8

* fix input arguments for MFMA scale instruction

* clang-formatted

* Fixes for lwpck-3145 (#2138)

* Fix lds tile & cmake dep & default epilogue

* Fallback BTypeToUse to ADataType in WOQ cases

* reverting instance json file

* reverting instance json file

---------

Co-authored-by: Yi DING <yi.ding@amd.com>
2025-04-28 18:19:50 -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
Bartłomiej Kocot
4094ad158a Integrate universal gemm with conv bwd data and add SplitK (#1315)
* Integrate universal gemm with conv bwd data

* Fix multi d kernel

* Add splitK support

* instances refactor

* instances refactor

* refactor

* fixeS

* fixes

* 16x16 instnaces

* Fixes

* Fix

* Fix

* Fix

* Fix

* Fix

* Fixes

* fix

* fix
2025-04-28 23:54:49 +02:00
Daniel Su
d9786f3363 Check max-ilp-scheduling compiler option for moe_gemm examples (#2127) 2025-04-28 13:40:22 -07:00
jakpiase
434d19f696 Add ck tile examples to package (#1880)
* add ck tile examples to package

* Update jenkinsfile

* fix for jenkinsfile

* fix for building ck tile code on non gfx9

* compile ck tile examples only for gfx94

* include ck tile examples in all target

* fix for basic gemm UseStructuredSparsity

* Update CMakeLists.txt

* Update gemm_pipeline_problem.hpp

* add targets to rocm install

---------

Co-authored-by: Illia Silin <98187287+illsilin@users.noreply.github.com>
2025-04-28 09:53:19 -07:00
lalala-sh
83394e40d2 fix moe i4 example bug (#2139) 2025-04-28 09:49:31 -07:00
Anton Gorenko
edd92fc546 DeviceGemm_Wmma_CShuffleV3 with BlockGemmPipelineVersion::v3 (#2096)
* Prepare files for DeviceGemm_Wmma_CShuffleV3

* Implement main part of CShuffleV3 with block pipeline v3 for WMMA

* Remove unused functions and template params for A/B descriptors

* Support both gfx11 and gfx12

* Enable SplitK for gfx12 and disable for gfx11

* Added RowColRow layout for DeviceGemmV2 fp16

* Added more instances for Row, Col, Row data layout

* Added instances for DeviceGemm_Wmma_CShuffleV3, Col, Row, Row data layout

* Added instances for DeviceGemm_Wmma_CShuffleV3, Col, Col, Row data layout

* Added more instances for DeviceGemm_Wmma_CShuffleV3, Row, Row, Row data layout

* Fix formatting

* Add documentation

Based on e5ad48a784

* Enable gemm_universal profiling for gfx11/12

* Add WMMA intrinsics for F8/BF8

* Support F8/BF8 DeviceGemm_Wmma_CShuffleV3, add basic instances

* Add BF16 instances and tests

* Fix test_gemm_universal_wmma_fp8 by adding CK_USE_WMMA_FP8

---------

Co-authored-by: Anca Hamuraru <anca@streamhpc.com>
2025-04-28 10:14:21 +05:00
Yi DING
8add2cf45d Fix fp8 convert & add option for basic example (#2129) 2025-04-27 16:26:05 -07:00
Po Yen Chen
3d4d70d2fc Avoid using store_tile_raw() for fp32 tensors (#2072) 2025-04-26 23:07:41 -07:00