Commit Graph

18 Commits

Author SHA1 Message Date
Po Yen Chen
40d2ed0f2a [CK_TILE] Share partition index across threads and specify offset in load_tile()/async_load_tile()/load_tile_transpose() (#2905)
* Allow sharing partition index across threads

* Fix typo PartitoinIndex -> PartitionIndex

* Remove C++20 'requires' usages

* Add missing template arguments

* Fix load_tile() overload ambiguity issue

* Use SFINAE to exclude invalid arguments

* Add additional offset parameter to the async_load_tile()

* Remove async_load_tile() default argument to avoid ambiguity

* Extract tile_window coordinate compute logic as method

* Use warp-shared LDS base address in tile_window::async_load()

* Add constraint to tile_window::load() templates

* Fix wrong type traits is_class_v<> usages

* Add missing constraint to async_load_tile()

* Add missing tile_window::load() overload

* Add more constraint to avoid load_tile() call ambiguity

* Rename ParitionIndex as ReplacementPartitionIndex

* Update pre_computed_warp_coords_ in move_extended()

* Fix inconsistency between template parameters and documentation

* Allow specifying pre-computed parition index

* Add type straits is_sequence<> & is_tile_distribution<>

* Add type straits is_tensor_view<>

* Add type constraints to make_tile_window() templates

* Allow passing partition_index to set_tile_if()

* Allow specifying partition_index to store_tile()

* Add missing template parameter of replace_bottom_tensor_view()

* Allow passing partition_index to Default2DEpilogue

* Make get_partition_index() public

* Add _with_offset() postfix to avoid resolution error

* Remove ReplacementPartitionIndex template param

* Add missing comments

* Add load_tile_transpose_with_offset() overload
2025-11-12 10:26:14 +08:00
Mateusz Ozga
30ab1d6a71 [CK_TILE] Multiple-ABD GEMM example (#2788)
* Multi ABD - initial commit

* Clang-foramt fix

* block gemm, unify the name of CDataType

* Apply chnages to mem-pipeline

* Rollback prefix for DType and Layout

* Gemm Kernel Basic, rename

* WMMA config

* Grouped GEMM

* Clang-format

* Dropout, name

* Review v2

* Move element_wise fn to unnary, remov old ones fn

* clang-format

* Fix issue review

* WP operator adjust to universal gemm

* v2 prepare

* Remove unused comment

* Remove vectorsize

* Rollback

* Adjust pipeline for abd

* Shuffle argument

* CI-fail fix quant

* Fix ag_br pipeline

* Failing tests

* Typo

* Single argument support
2025-09-19 01:14:11 +02:00
Thomas Ning
42a43d1523 [FIX] fix on fmha_bwd (#2784)
* fix on fmha_bwd

* Add 'const' to the Default2DEpilogue call operator

* Fix more calls to Default2DEpilogue

---------

Co-authored-by: PoYen, Chen <PoYen.Chen@amd.com>
Co-authored-by: Yi DING <yi.ding@amd.com>
2025-09-08 14:31:27 +08:00
Mateusz Ozga
0758883fa4 [CK-TILE] Default2DEpilogue, example and adding nullptr_t type for D (#2752)
* Init commit

* Quick fix, CI fails

* Remove CDElementWise

* Add CDEELementWise

---------

Co-authored-by: Thomas Ning <Thomas.Ning@amd.com>
2025-08-28 12:45:50 -07:00
John Afaganis
508e7912f9 Revert "[CK-TILE] Default epilogue, adding support for D (#2629)" (#2746)
This reverts commit d43228fbca.
2025-08-26 09:48:49 -07:00
Mateusz Ozga
d43228fbca [CK-TILE] Default epilogue, adding support for D (#2629)
* Extend 2d-epilogue, D support

* Added tests & update

* Remove unused attribute

* Extend tests

---------

Co-authored-by: Thomas Ning <Thomas.Ning@amd.com>
2025-08-25 19:29:35 -07:00
Tianyuan Wu
68134b60e4 [CK_TILE] CK_TILE GEMM WMMA Support for GFX11/GFX12 (#2466)
* WMMA GEMM F16 Implementation

Signed-off-by: root <tianyuwu@amd.com>

* Self-review

Signed-off-by: root <tianyuwu@amd.com>

* ASIC check minor tweak

Signed-off-by: root <tianyuwu@amd.com>

* add missing include file

* Set GPU_TARGETS to gfx11/12 generic

Signed-off-by: root <tianyuwu@amd.com>

* INT8 GFX12

Signed-off-by: root <tianyuwu@amd.com>

* add int8x16 branch

* Fix CI script

Signed-off-by: root <tianyuwu@amd.com>

* Fix typo

Signed-off-by: root <tianyuwu@amd.com>

* Add CK_Tile WMMA example

Signed-off-by: Tianyuan Wu <tianyuwu@amd.com>

* Fix CI

Signed-off-by: Tianyuan Wu <tianyuwu@amd.com>

* fix clang format

* Set M/N_Warp Back to Constant

Signed-off-by: Tianyuan Wu <tianyuwu@amd.com>

* Use GemmConfigComputeV3 by default

Signed-off-by: TianyuanWu <Tianyuan.Wu@amd.com>

* Enable CK_TILE_USE_AMD_BUFFER_ATOMIC_ADD_FLOAT for gfx12

Signed-off-by: TianyuanWu <Tianyuan.Wu@amd.com>

* Remove CK_Tile wmma gemm examples from the CI list

Signed-off-by: TianyuanWu <Tianyuan.Wu@amd.com>

* Add atomic add fallback method for gfx11

Signed-off-by: TianyuanWu <Tianyuan.Wu@amd.com>

* Fix typo

Signed-off-by: TianyuanWu <Tianyuan.Wu@amd.com>

* Omit copyright year

Signed-off-by: TianyuanWu <Tianyuan.Wu@amd.com>

* Support non-square cases

Signed-off-by: TianyuanWu <Tianyuan.Wu@amd.com>

* Fix CI

Signed-off-by: TianyuanWu <Tianyuan.Wu@amd.com>

* Add get_device_ip()

Signed-off-by: TianyuanWu <Tianyuan.Wu@amd.com>

* Revert "Add atomic add fallback method for gfx11"

This reverts commit 07a79e797d.

Signed-off-by: Tianyuan Wu <Tianyuan.Wu@amd.com>

* Revert "Enable CK_TILE_USE_AMD_BUFFER_ATOMIC_ADD_FLOAT for gfx12"

This reverts commit ceee918007.

* Revise method name and typos

Signed-off-by: Tianyuan Wu <Tianyuan.Wu@amd.com>

* clang-format

Signed-off-by: TianyuanWu <Tianyuan.Wu@amd.com>

* Try fix CI

Signed-off-by: TianyuanWu <Tianyuan.Wu@amd.com>

* Revert "Try fix CI"

This reverts commit 7a7241085e.

* clang-format

Signed-off-by: TianyuanWu <Tianyuan.Wu@amd.com>

* Fix typo caused by merge

Signed-off-by: Tianyuan Wu <Tianyuan.Wu@amd.com>

* Fix typo caused by merging

Signed-off-by: Tianyuan Wu <Tianyuan.Wu@amd.com>

---------

Signed-off-by: root <tianyuwu@amd.com>
Signed-off-by: Tianyuan Wu <tianyuwu@amd.com>
Signed-off-by: TianyuanWu <Tianyuan.Wu@amd.com>
Signed-off-by: Tianyuan Wu <Tianyuan.Wu@amd.com>
Co-authored-by: joye <joye@amd.com>
Co-authored-by: Illia Silin <98187287+illsilin@users.noreply.github.com>
Co-authored-by: illsilin_amdeng <Illia.Silin@amd.com>
2025-08-15 16:22:27 -07:00
Yi DING
8e1eb0c1ee [CK_TILE] FMHA BWD Decode Pipeline (#2643)
* Fix distr

* Duplicate block_fmha_bwd_dq_dk_dv_pipeline_trload_kr_ktr_vr

* decode 16x16 o2
2025-08-12 17:02:52 +08:00
Max Podkorytov
11eb9f1c77 Reland fix default epilogue (#2367)
* Revert "Revert "Fix default epilogue  (#2358)" (#2364)"

This reverts commit 64a2fda713.

* add operator() with old signature
2025-06-19 10:39:30 -07:00
Thomas Ning
64a2fda713 Revert "Fix default epilogue (#2358)" (#2364)
This reverts commit cd606f72c1.
2025-06-17 22:43:05 -07:00
Max Podkorytov
cd606f72c1 Fix default epilogue (#2358)
* [ck-tile] fix default epilogue in gemm universal

* argument validation needs vector size D

* operator() needs to specify dram windows

* copy/paste from cshuffle epilogue

* clang-format

* mark unused argument

---------

Co-authored-by: Thomas Ning <Thomas.Ning@amd.com>
2025-06-17 17:30:21 -07:00
Khushbu Agarwal
59a85cb4bc [CK_Tile] Fix gemm kernel for 4,64,16 and 64,4,16 warp tile sizes (#2262)
* debugging issue

* debugging issue

* debugging

* debugging

* reverting debugging code

* clang formatted

* updating default_config.json

* fix ci failure

* clang formatted
2025-06-03 20:16:10 -07:00
jakpiase
cb07ad84d5 fix for default epilogue (#2167) 2025-05-07 10:46:53 -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
Bartłomiej Kocot
25e2e0f04a [CK TILE] Implement cschuflle algorithm (#1842)
* [CK TILE] Implement cschuflle algorithm

* Rebase

* Vector store size fixes

* fixes

* Fixes

* fixes

* fmha fix

* fixes

* fixes of fixes
2025-01-30 11:57:39 +01:00
Bartłomiej Kocot
af66494880 [CK TILE] GEMM and Batched GEMM SplitK support (#1724)
* [CK TILE] Add split K support in GEMM

* Updates

* Fixes

* rebase

* fix

* Fix

* fixes

* support for batched gemm
2024-12-28 14:40:17 +01:00
carlushuang
c3a4800c5f [CK_TILE] layernorm support fused-quant/fused-add (#1604)
* add prenorm/postnorm support, refactor using generate.py

* update README

* update README

* fix format

* update some description and fix format

* update format

* format

* use non-raw for loading

* format and update n4096

* dynamic-quant ready

* update readme

* support fused dynamic-quant

* update fused-quant, with smooth

* update README

* update args

* update some based on comment
2024-10-31 14:54:53 +08:00
carlushuang
db376dd8a4 introducing ck_tile! (#1216)
* enable gfx940

* switch between intrinsic mfma routines on mi100/200 and mi300

* fix mfma_int8 on MI300

* disable 2 int8 examples on MI300

* Update cmake-ck-dev.sh

* restore gitignore file

* modify Jenkinsfile to the internal repo

* Bump rocm-docs-core from 0.24.0 to 0.29.0 in /docs/sphinx

Bumps [rocm-docs-core](https://github.com/RadeonOpenCompute/rocm-docs-core) from 0.24.0 to 0.29.0.
- [Release notes](https://github.com/RadeonOpenCompute/rocm-docs-core/releases)
- [Changelog](https://github.com/RadeonOpenCompute/rocm-docs-core/blob/develop/CHANGELOG.md)
- [Commits](https://github.com/RadeonOpenCompute/rocm-docs-core/compare/v0.24.0...v0.29.0)

---
updated-dependencies:
- dependency-name: rocm-docs-core
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>

* initial enablement of gfx950

* fix clang format

* disable examples 31 and 41 int8 on gfx950

* add code

* fix build wip

* fix xx

* now can build

* naming

* minor fix

* wip fix

* fix macro for exp2; fix warpgemm a/b in transposedC

* unify as tuple_array

* Update the required Python version to 3.9

* Update executable name in test scripts

* re-structure tuple/array to avoid spill

* Merge function templates

* Fix format

* Add constraint to array<> ctor

* Re-use function

* Some minor changes

* remove wrong code in store_raw()

* fix compile issue in transpose

* Rename enum
Rename 'cood_transform_enum' to 'coord_transform_enum'

* let more integral_constant->constant, and formating

* make sure thread_buffer can be tuple/array

* temp fix buffer_store spill

* not using custom data type by default, now we can have ISA-level same code as opt_padding

* fix compile error, fp8 not ready now

* fix fp8 duplicated move/shift/and/or problem

* Default use CK_TILE_FLOAT_TO_FP8_STOCHASTIC rounding mode

* fix scratch in fp8 kernel

* update some readme

* fix merge from upstream

* sync with upstream

* sync upstream again

* sync 22

* remove unused

* fix clang-format

* update README of ck_tile example

* fix several issue

* let python version to be 3.8 as minimal

* remove ck_tile example from default cmake target like all/install/check

* remove mistake

* 1).support receipe in generate.py 2).use simplified mask type 3).change left/right to pass into karg

* fix some bug in group-mode masking and codegen. update README

* F8 quantization for FMHA forward (#1224)

* Add SAccElementFunction, PComputeElementFunction, OAccElementFunction in pipeline

* Add element function to fmha api

* Adjust P elementwise function

* Fix bug of elementwise op, our elementwise op is not inout

* Add some elementwise op, prepare to quantization

* Let generate.py can generate different elementwise function

* To prevent compiler issue, remove the elementwise function we have not used.

* Remove f8 pipeline, we should share the same pipeline even in f8

* Remove remove_cvref_t

* Avoid warning

* Fix wrong fp8 QK/KV block gemm setting

* Check fp8 rounding error in check_err()

* Set fp8 rounding error for check_err()

* Use CK_TILE_FLOAT_TO_FP8_STANDARD as default fp8 rounding mode

* 1. codgen the f8 api and kernel
2. f8 host code

* prevent warning in filter mode

* Remove not-in-use elementwise function kargs

* Remove more not-in-use elementwise function kargs

* Small refinements in C++ source files

* Use conditional_t<> to simplify code

* Support heterogeneous argument for binary function types

* Re-use already-existing scales<> functor template

* Fix wrong value produced by saturating

* Generalize the composes<> template

* Unify saturates<> implementation

* Fix type errors in composes<>

* Extend less_equal<>

* Reuse the existing template less_equal<> in check_err()

* Add equal<float> & equal<double>

* Rename check_err() parameter

* Rename check_err() parameter

* Add FIXME comment for adding new macro in future

* Remove unnecessary cast to void

* Eliminate duplicated code

* Avoid dividing api pool into more than 2 groups

* Use more clear variable names

* Use affirmative condition in if stmt

* Remove blank lines

* Donot perfect forwarding in composes<>

* To fix compile error, revert generate.py back to 4439cc107d

* Fix bug of p element function

* Add compute element op to host softmax

* Remove element function in api interface

* Extract user parameter

* Rename pscale and oscale variable

* rename f8 to fp8

* rename more f8 to fp8

* Add pipeline::operator() without element_functor

* 1. Remove deprecated pipeline enum
2. Refine host code parameter

* Use quantization range as input

* 1. Rename max_dtype to dtype_max.
2. Rename scale to scale_s
3.Add init description

* Refine description

* prevent early return

* unify _squant kernel name in cpp, update README

* Adjust the default range.

* Refine error message and bias range

* Add fp8 benchmark and smoke test

* fix fp8 swizzle_factor=4 case

---------

Co-authored-by: Po Yen Chen <PoYen.Chen@amd.com>
Co-authored-by: carlushuang <carlus.huang@amd.com>

---------

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: illsilin <Illia.Silin@amd.com>
Co-authored-by: Illia Silin <98187287+illsilin@users.noreply.github.com>
Co-authored-by: Jing Zhang <jizha@amd.com>
Co-authored-by: zjing14 <zhangjing14@gmail.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Po-Yen, Chen <PoYen.Chen@amd.com>
Co-authored-by: rocking <ChunYu.Lai@amd.com>
2024-04-15 19:27:12 -05:00