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759 Commits

Author SHA1 Message Date
Bartłomiej Kocot
05f9b2dde3 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

[ROCm/composable_kernel commit: 4094ad158a]
 2025-04-28 23:54:49 +02:00
jakpiase
d48f3b585b 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>

[ROCm/composable_kernel commit: 434d19f696]
 2025-04-28 09:53:19 -07:00
Anton Gorenko
db016cf6da 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 5585c3121e

* 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>

[ROCm/composable_kernel commit: edd92fc546]
 2025-04-28 10:14:21 +05:00
Yi DING
790e7bbd4b Fix fp8 convert & add option for basic example (#2129) 
[ROCm/composable_kernel commit: 8add2cf45d]
 2025-04-27 16:26:05 -07:00
Khushbu Agarwal
9b67733bd1 MFMA_32x32x16 for gfx950 (#2121) 
* Enable MFMA_32x32x16 for fp16/BF16 for gfx950

* clang formatted

[ROCm/composable_kernel commit: a2ed34a112]
 2025-04-24 10:20:22 -07:00
Illia Silin
93caa99277 make code compliant with std=c++20 (#2123) 
[ROCm/composable_kernel commit: 01cb8379cd]
 2025-04-24 10:14:52 -07:00
carlushuang
0e2d4899d4 [CK_TILE] support gfx950 matrix core in 01_fmha fwd (#2110) 
* gfx950 01_fmha fwd

* fix comment

---------

Co-authored-by: Thomas Ning <Thomas.Ning@amd.com>

[ROCm/composable_kernel commit: 5487289fc4]
 2025-04-23 12:40:18 -07:00
lalala-sh
7748793e09 Moe gemm activation (#2026) 
* fix useless code and remove usless oob

* clang format

* fix coredump in e2e test

* fix2

* fix clang format

* fix output oob

* impl int64 but result not correct

* int64 index ok now

* input output all ok

* fix uint32

* revert v1 test

* use uint32

* mork to support 13w tokens

* moe sorting fix moebuf

* fix merge

* update moe api fix aiter build

* fix buid

* fuse silu

* silu ok

* acale ok

* add silu

* change code

* gemm2 ok

* gufusion compatible ok, fix warnings

* gu fusion for m32 m64 ok

* support bf16 cshuffle

* i4 gemm2 ok

* i4 gemm2 ok and i4 gemm1 build

* 16x16 run ok

* change flops; change cshuffle dtype

* fuse gelu silu act in moe gemm1

* fp8 with act ready

* int4 act ready

* remove useless changes

* remove useless code change

* fix clang format

* add the arch limit of int4 moe gemm

* fuse moe activation

* fix fp8 16x16

* fix no quant case

* fix bugs

* fix fp8 gufusion bug

* remove useless comments

* refine activation code & complete moe example

* fix int8 bugs

* merge tkw1

---------

Co-authored-by: coderfeli <coderfeli@163.com>
Co-authored-by: feli <felix.li@amd.com>
Co-authored-by: illsilin <Illia.Silin@amd.com>
Co-authored-by: root <root@hjbog-srdc-51.amd.com>
Co-authored-by: Illia Silin <98187287+illsilin@users.noreply.github.com>

[ROCm/composable_kernel commit: 39ba03f25d]
 2025-04-23 10:35:34 +08:00
Gino Lu
d20a94b709 [CK-Tile] warp-gemm support for using V_MFMA_F32_16x16x32_BF16 (#2073) 
* draft v_mfma_f32_16x16x32_bf16

* fix error config and add debug code.

* Solve the CShuffle Problem

* draft v_mfma_f32_16x16x32_bf16

* fix error config and add debug code.

* Solve the CShuffle Problem

* fix error while testing new command

* Finished the feature of new mfma 16*16*32

* Addressed the comment

---------

Co-authored-by: ThomasNing <thomas.ning@amd.com>

[ROCm/composable_kernel commit: 504f563f78]
 2025-04-22 15:52:36 -07:00
Rostyslav Geyyer
9a8af1c82a Temporarily disable MX FP4 device tests (#2112) 
[ROCm/composable_kernel commit: 416e851584]
 2025-04-22 16:08:48 -05:00
Thomas Ning
79b01b0824 GEMM Multiply Multiply Fix (#2102) 
* fix the type convert and increase the BF16 conversion + the profile comment

* fix the CI

[ROCm/composable_kernel commit: 0cca8fa28f]
 2025-04-22 01:13:22 -07:00
Muhammed Emin Ozturk
16fd74e8d3 MI308 fix for streamk 1-Tile floating point exception (#2101) 
[ROCm/composable_kernel commit: b092c18da7]
 2025-04-21 11:44:07 -07:00
Thomas Ning
e3f4d5d28f MFMA 16x16x32fp8 (#2103) 
* add mfma_16x16x32_fp8

* clang format code

* Finished the fix for gemm basic

* clang foramt

* rebuild CI

* recover gemm.hpp

* add MFMA 16*16*32bf8

---------

Co-authored-by: solin <bingzhou@amd.com>

[ROCm/composable_kernel commit: a738e43445]
 2025-04-21 10:21:35 -07:00
solin
4c9c2aa6e0 fix CI build fail 
[ROCm/composable_kernel commit: c318ec0778]
 2025-04-21 16:00:12 +08:00
lalala-sh
2d0b5aba13 enable do top k weights in moe stage1 gemm (#2094) 
* add switch for mul topk weights

* fix bf16/f16 bugs

* complete

[ROCm/composable_kernel commit: bcf5bb41be]
 2025-04-18 10:45:49 +08:00
Andriy Roshchenko
6d0890b6f4 MX GEMM - Parameterized Test Template (#2088) 
* Tests for MX FP8 GEMM

* Improve documentation


[ROCm/composable_kernel commit: 213b203a3c]
 2025-04-16 19:56:00 -06:00
Andriy Roshchenko
348760d56e MX GEMM - Add MX BF8 example (#2071) 
* Add MX GEMM example for MX BF8

* Verified MX FP8 with 16x16x128 scale builtin

* Verify MX BF8 GEMM with BF16 output


[ROCm/composable_kernel commit: da54464cce]
 2025-04-16 15:25:02 -06:00
BingYuan.Zhou
4ec293cb4b [flatmm] implement basic fp16 flatmm (#2089) 
* [flatmm] implement basic fp16 flatmm

* fix CI build fail

---------

Co-authored-by: root <root@hjbog-srdc-50.amd.com>
Co-authored-by: solin <bingzhou@amd.com>

[ROCm/composable_kernel commit: eaf1f0bf3b]
 2025-04-16 16:51:17 +08:00
Andriy Roshchenko
d9c9f17c3d MX GEMM - New GEMM pipeline for MX data types (#2059) 
* Allow selection of mfma_scale instructions

* Read B tensor from LDS to VGPR in chunks of 16 in MFMA order

* Add constexpr and synchronize return type for `get_exponent_value`

* Pass scales by reference and add comments to `mfma_scale_f32_32x32x64`

* Add support for microscaling instructions in `XdlopsGemm`

* Fix `mfma_scale_f32_16x16x128f8f6f4` wrapper

* Remove software implementation of MX GEMM

* Make interface of `intrin_mfma_scale_f32_16x16x128f8f6f4<16, 16>` consistent with the other scale instruction

* Update README

* Updated CHANGELOG

* Remove unused static methods

[ROCm/composable_kernel commit: 7106976a72]
 2025-04-15 17:17:07 -06:00
Mingtao Gu
e8db9f0220 CK pk_i4_t test failures fix (SWDEV-518629) (#2075) 
* fix pk_i4_v3 tests failures in Unbuntu env.

* fix pk_i4_t tests failure on Unbuntu issues.

* some fixed.

---------

Co-authored-by: mtgu0705 <mtgu@amd.com>

[ROCm/composable_kernel commit: 56378f810f]
 2025-04-14 16:58:57 +08:00
Thomas Ning
1b61d3a0ed Solve the Static Encoding Pattern compile error when the tile size is too small (#2079) 
[ROCm/composable_kernel commit: 269f4f6af5]
 2025-04-13 20:09:30 -07:00
Illia Silin
90612d0e37 Fix build issues for multiple targets. (#2077) 
* build for multiple targets on gfx942

* add missing ignore statements

[ROCm/composable_kernel commit: 0d4f145078]
 2025-04-11 12:12:53 -07:00
jakpiase
d76ebf9795 [CK_TILE] Add 2:4 structured sparsity support for fp16 gemm (#1957) 
* add structured sparsity fp16 support for gemm

* added reviewer suggestions

* update changelog

* update changelog

* add reviewers suggestions

* Minor fix

* clang fix

* fix doxygen

[ROCm/composable_kernel commit: 6c61f4d237]
 2025-04-11 12:18:26 +02:00
slippedJim
959225947a add fmha fwd splitkv receipt for aiter c++ api (#2068) 
* add s_randval for c++ api

* Fix bug of bias in splitkv

---------

Co-authored-by: rocking <ChunYu.Lai@amd.com>

[ROCm/composable_kernel commit: 5f885d2b7a]
 2025-04-10 23:21:13 +08:00
Juan Manuel Martinez Caamaño
7a42b06988 Replace inline assembly with builtins in FHMA (#2067) 
* Replace inline assembly with builtins in FHMA

---------

Co-authored-by: illsilin <Illia.Silin@amd.com>

[ROCm/composable_kernel commit: f14e648e7c]
 2025-04-10 09:48:37 +02:00
Illia Silin
7546e4bafe enable gfx115x support (#2065) 
[ROCm/composable_kernel commit: 3e6d21adeb]
 2025-04-09 10:06:42 -07:00
MHYang-gh
62ce5b906b Make buffer coherence configurable in tensor view (#2041) 
* Make buffer coherence configurable in tensor view

* Fix clang-format for tensor_view.hpp

[ROCm/composable_kernel commit: 03ce8729fd]
 2025-04-08 15:34:11 -07:00
valarLip
c1d067be5c add passthrough for int32->float32 (#2062) 
[ROCm/composable_kernel commit: 2c563fecf7]
 2025-04-08 15:16:30 -07:00
Max Podkorytov
26724086f3 simplify generate_tuple (#2043) 
[ROCm/composable_kernel commit: 6ce0797dad]
 2025-04-08 09:00:51 -07:00
aledudek
6dbaeb5fe8 [CK_TILE] Fix GEMM Memory Pipeline (#2034) 
* [CK_TILE] Fix GEMM Memory Pipeline

* Fix transpose tile

* Add comments

[ROCm/composable_kernel commit: 80aae6119b]
 2025-04-08 12:40:04 +02:00
Illia Silin
32879114dc fix codegen issues (#2052) 
[ROCm/composable_kernel commit: 1793228422]
 2025-04-07 07:08:39 -07:00
Illia Silin
ada1b5f341 Split env.hpp header from the ck.hpp header. (#2049) 
* split env.hpp out of main headers

* fix namespace logic

[ROCm/composable_kernel commit: 572cd820ce]
 2025-04-03 15:30:21 -07:00
Rostyslav Geyyer
7fbc128e83 Add FP16/BF16<->FP8/BF8 conversions (#2035) 
* Move conversion functions and add missing conversions

* Add tests

* Add missing conversions

* Add missing conversions

* Add bf8 tests

* Update clipping for vectors

* Add missing conversions

* Add bf16 fp8 tests

* Add bf16 bf8 tests

* Fix device conversion

* Fix conversions

* Fix vector use

* Minor fix

* Add a workaround flag

* Add a workaround flag for bf16 conversion

* Add another workaround

* Add a workaround for fp16 to bf8 conversion

* Update type alias

* Add docstrings and missing wrappers

* Fix if defined macros

* Fix more if defined macros

* Add comments

* Remove __host__ specifier

* Add a gfx950 guard

* Update function naming

[ROCm/composable_kernel commit: 265af71a71]
 2025-04-03 12:42:03 -05:00
aledudek
b7359bcfac Post-merge changes for fully async args copy in ck grouped gemm (#1991) 
* Post-merge changes for fully async args copy in ck grouped gemm

* Post-merge documentation and naming changes

* Build fix and updated changelog

* Revised comments

[ROCm/composable_kernel commit: 9329432f6c]
 2025-04-03 13:35:43 +02:00
Bartłomiej Kocot
169e3cb4f8 Add support for GKCYX grouped conv weight (#2023) 
* Grouped conv bwd weight GKCYX support

* fix and changelog

* fix

* fix

* fixes

* comments

* fix

[ROCm/composable_kernel commit: 2ccf914888]
 2025-04-02 23:59:49 +02:00
Adam Osewski
5585c3121e Basic docs for universal gemm & ck-tile gemm. (#2014) 
* Basic docs for universal gemm & ck-tile gemm.

* Update include/ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle_v3.hpp

Co-authored-by: Bartłomiej Kocot <barkocot@amd.com>

* Update include/ck/tensor_operation/gpu/grid/gridwise_gemm_xdl_cshuffle_v3.hpp

Co-authored-by: Bartłomiej Kocot <barkocot@amd.com>

* Update include/ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle_v3.hpp

Co-authored-by: Bartłomiej Kocot <barkocot@amd.com>

* Update include/ck/tensor_operation/gpu/grid/gridwise_gemm_xdl_cshuffle_v3.hpp

Co-authored-by: Bartłomiej Kocot <barkocot@amd.com>

* Update include/ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle_v3.hpp

Co-authored-by: Bartłomiej Kocot <barkocot@amd.com>

* Update include/ck/tensor_operation/gpu/grid/gridwise_gemm_xdl_cshuffle_v3.hpp

Co-authored-by: Bartłomiej Kocot <barkocot@amd.com>

* Update include/ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle_v3.hpp

Co-authored-by: Bartłomiej Kocot <barkocot@amd.com>

* Update include/ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle_v3.hpp

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

* Update include/ck/tensor_operation/gpu/grid/gridwise_gemm_xdl_cshuffle_v3.hpp

Co-authored-by: Bartłomiej Kocot <barkocot@amd.com>

* Update include/ck/tensor_operation/gpu/grid/gridwise_gemm_xdl_cshuffle_v3.hpp

Co-authored-by: Bartłomiej Kocot <barkocot@amd.com>

* Update include/ck/tensor_operation/gpu/grid/gridwise_gemm_xdl_cshuffle_v3.hpp

Co-authored-by: Bartłomiej Kocot <barkocot@amd.com>

* Update include/ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle_v3.hpp

Co-authored-by: Bartłomiej Kocot <barkocot@amd.com>

* Update include/ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle_v3.hpp

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

* Update include/ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle_v3.hpp

Co-authored-by: Bartłomiej Kocot <barkocot@amd.com>

* Update include/ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle_v3.hpp

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

* Update include/ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle_v3.hpp

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

* Update include/ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle_v3.hpp

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

* Update include/ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle_v3.hpp

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

* Update include/ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle_v3.hpp

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

* Update include/ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle_v3.hpp

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

* Update include/ck/tensor_operation/gpu/device/impl/device_gemm_xdl_cshuffle_v3.hpp

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

* Reviewers suggestions.

* Align tparam names in doc with class tparams.

* More reviewers fine tuning ;)

---------

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

[ROCm/composable_kernel commit: e5ad48a784]
 2025-04-02 11:03:40 +02:00
Bartłomiej Kocot
ca7ae808d4 Grouped conv backward data GKCYX support (#2029) 
* Grouped conv backward data GKCYX support

* profiler

* Converter

* split instances

[ROCm/composable_kernel commit: 8c0ab61ece]
 2025-04-01 13:24:38 -07:00
Bartłomiej Kocot
67c3bcfce1 Grouped conv fwd v3 fix for SplitN an G > 1 (#2038) 
* Grouped conv fwd v3 fix for SplitN an G > 1

* Remove int8 large test

* Retore int8 test

[ROCm/composable_kernel commit: ec742908bd]
 2025-04-01 13:19:35 -07:00
Seunghoon Lee
345ab65612 Fix Windows build. (#2012) 
* Remove duplicate using uint64_t.

* Cast before shift.

[ROCm/composable_kernel commit: df32020f93]
 2025-04-01 12:22:10 -07:00
Max Podkorytov
cf08db04a6 add a fast compilation path for static for (0..N) (#2005) 
* add a fast compilation path for static for (0..N)

* Update functional2.hpp

add comment and put range applier into detail namespace

* Update functional.hpp

ditto for ck-tile

* prettify

* prettify more

* add comment

* clang-format

[ROCm/composable_kernel commit: c59a8bb206]
 2025-04-01 12:06:25 -07:00
rocking
01ea8aa249 Reduce redundant space in bias tensor (#2024) 
Co-authored-by: Po Yen Chen <PoYen.Chen@amd.com>

[ROCm/composable_kernel commit: 8a20b62e91]
 2025-03-28 21:58:06 +08:00
felix
20ffa0f474 hotfix fix sorting int64 (#2025) 
* fix sorting int64

* clang format

* fix example issue

* update WA issue #

---------

Co-authored-by: coderfeli <coderfeli@163.com>
Co-authored-by: carlushuang <carlus.huang@amd.com>

[ROCm/composable_kernel commit: a82f338fb9]
 2025-03-28 11:31:52 +08:00
Rostyslav Geyyer
23ad59e1fd Add MX FP4 device conversion tests (#1889) 
* 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 printf to fix intrinsic

* Add a sw-based workaround

[ROCm/composable_kernel commit: 441343a23d]
 2025-03-26 19:23:01 -05:00
Bartłomiej Kocot
6ccfb817e4 Add support for GKCYX grouped conv fwd (#2015) 
* Add support for GKCYX grouped conv fwd

* fixes

* fix

* changelog

* Fixes

[ROCm/composable_kernel commit: 54c81a1fcf]
 2025-03-26 21:13:38 +01:00
Andriy Roshchenko
75ef4c83bf MX GEMM examples with FP8, FP16, and E8M0 scales (#2016) 
* Add `scalar_type` specification for E8M0 exponent

* Specialize `nnvb_data_t_selector` for E8M0 exponent

* Remove partial specializations for `scalar_type` of `non_native_vector_base` template

* Reword command line helper string

* Create MX GEMM examples for different scales


[ROCm/composable_kernel commit: 72d888821c]
 2025-03-25 15:33:03 -06:00
Max Podkorytov
58789d03d3 use fast path for sequence generation in old CK (#1993) 
[ROCm/composable_kernel commit: 1a58522f01]
 2025-03-25 11:28:44 -07:00
ruanjm
ce1d20c2c6 [CK_TILE] Improve RMS/Layer Normalization 2 Pass Pipeline Performance (#1861) 
* 50ms -> 28ms

* Fix bug in non fuse_add_store cases

* Fine tuned setting for 2 pass pipeline

* adjust workload

* remove unnecessary change

* add layernorm

* Adding output quant and unquant results at the same time.

* fix test

* fix format

* tune for cases 128x640 and 128x1024

* bug ifx

[ROCm/composable_kernel commit: d49abdaa87]
 2025-03-25 20:09:45 +08:00
Illia Silin
b9e0e7d93e Split up data_type header. (#1996) 
* split fp64 vector data type

* add missing header

* move e8m0 structs

* split off numeric_utils header

* fix typo

* split off numeric limits header

* update data_type header

* fix clang format

* split off vector type header

* fix clang format

* fix typo for binary_inf

[ROCm/composable_kernel commit: d2eab23958]
 2025-03-24 15:08:54 -07:00
Andriy Roshchenko
bbdd7f6d57 Introduce MX GEMM for FP8 data type (#2000) 
[ROCm/composable_kernel commit: 6660dc6b8e]
 2025-03-24 15:41:07 -06:00
MHYang-gh
fd151c05d9 Fix A/B lds transform (#2007) 
[ROCm/composable_kernel commit: c027637a8f]
 2025-03-22 23:13:50 -07:00