Commit Graph

217 Commits

Author SHA1 Message Date
Qun Lin
efe964bd95 1. copy bhalf v3 to half v3
2. add multi config in half v2
3. sync block universal with half v3
2025-05-27 08:49:54 +08:00
Zzz9990
ece38b9d7a [VLLM V1] Add chunked prefill for FA to pass seq with small seqlen_q (#2221)
* fix splitkv compiler issue since lse is used to select kernel instances

* bypass seqlen == 1

* add chunked prefill into mha varlen

This reverts commit aa9847e42d.

* skip compile when receipt 2-4 and add comments

* fix

---------

Co-authored-by: fsx950223 <fsx950223@outlook.com>
2025-05-26 19:17:18 +08:00
Illia Silin
8146e471f1 fix the buffer intrinsic names for clang >=20 (#2228) 2025-05-23 14:58:25 -07:00
Illia Silin
1b846143c6 Revert "Update the buffer load/store intrinsic names for clang>=20. (#2192)" (#2227)
This reverts commit 58f9e9ffbc.
2025-05-22 15:41:17 -07:00
Aviral Goel
534d4594d0 Refactor tile_window.hpp, tile_window_linear.hpp into a CK Tile Hierarchy (#2214)
* window_origin variable now in base class

* abstracted more functions

* consolidated tile_window_static_distribution and tile_window_static_lengths

* clang format

* skeleton code for tile_window and tile_window_linear consolidation

* more abstraction

* moved variables from child to parent

* clang format

* removed comments

* removed debug code

* removed debug code

* abstracting traits WIP

* consolidated traits

* removed comments and clang formatted
2025-05-21 23:28:00 -07:00
Aviral Goel
fa39c4e798 Add Doxygen Documentation for HostTesnor, HostTensorDescriptor, DeviceMem, FillUniformDistribution (#2160)
* added documentation for HostTensorDescriptor

* added documentation for DeviceMem and FillUniformDistribution

* fixed merging error

* fixed host_tensor_descriptor error

* clang format
2025-05-21 10:34:30 -07:00
Sami Remes
d1e6f0982d [CK_TILE] Grouped GEMM tile loop (#2146)
* Add trait to use a persistent kernel and split the entrypoints in grouped gemm

* Some helper functions for persistent kernel case

* Get max occupancy grid using device properties

* Implement tile loop in main entry point to grouped gemm

* Enable GridSize() on device

* Handle offset tile index using real current block index

* Add persistent kernel choice to grouped gemm example

* Use a for-loop for iterating over the group

* Reduce VGPR spills by early-exit

* Enable persistent kernel choice in grouped_gemm example

* Add persistent kernel option to grouped_gemm test

* Fix formatting with remod.py

* Remove GridUpdateBlocks as blocks are now iteratively computed

* Add comment about VGPR spilling

* Fix formatting

* Use CK_TILE_HOST instead of __host__

* Enable all Row/Col combinations in grouped gemm unit test

* Add some KBatch=2 cases to grouped gemm tests

* Fix SplitK for grouped gemm

* Enable pipeline hotloop/tailnumber selection in-kernel for grouped gemm

* Add type traits

* Split examples to regular and tileloop

* Formatting

* Use hipExtStreamGetCUMask to get current active CUs for the given stream

* Align test and example kernel config, and disable validation for splitk repeats

* Remove debug options from CMakeLists.txt

* Separate the code paths for persistent/non-persistent in test

* Fix formatting

* Address review comments

---------

Co-authored-by: Adam Osewski <19374865+aosewski@users.noreply.github.com>
2025-05-20 17:18:57 +03:00
Po Yen Chen
791802b381 [CK_TILE] fMHA batch_prefill block index & logits soft-capping optimizations (#2198)
* Write soft-sign in inline asm

* Change tile idx computation

* Add macro to turn off soft-sign asm opt

* Use simple for loop to avoid register spill

* Only do block id transform for masking cases
2025-05-16 15:14:46 +08:00
Khushbu Agarwal
3d8d6e75e4 Adding validation for tile sizes in Tile Engine (#2189)
* Adding validation for tile sizes

* Add architecture in config, and shuffle lines of code in warp_gemm.hpp

* Enable MFMA for gfx950, and invalid tile handling
2025-05-15 10:28:31 -07:00
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
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
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
Khushbu Agarwal
ef72a4b9bc Disable SMFMA for gfx90a (#2182) 2025-05-09 00:18:07 -07:00
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
jakpiase
cb07ad84d5 fix for default epilogue (#2167) 2025-05-07 10:46:53 -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
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
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
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
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
Illia Silin
9a9f59ae69 Revert "Add ck tile examples to package (#1880)" (#2150) 2025-04-30 10:20:16 -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
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
Yi DING
8add2cf45d Fix fp8 convert & add option for basic example (#2129) 2025-04-27 16:26:05 -07:00
Khushbu Agarwal
a2ed34a112 MFMA_32x32x16 for gfx950 (#2121)
* Enable MFMA_32x32x16 for fp16/BF16 for gfx950

* clang formatted
2025-04-24 10:20:22 -07:00
Illia Silin
01cb8379cd make code compliant with std=c++20 (#2123) 2025-04-24 10:14:52 -07:00
carlushuang
5487289fc4 [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>
2025-04-23 12:40:18 -07:00
Gino Lu
504f563f78 [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>
2025-04-22 15:52:36 -07:00
Thomas Ning
a738e43445 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>
2025-04-21 10:21:35 -07:00
solin
c318ec0778 fix CI build fail 2025-04-21 16:00:12 +08:00
BingYuan.Zhou
eaf1f0bf3b [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>
2025-04-16 16:51:17 +08:00
Thomas Ning
269f4f6af5 Solve the Static Encoding Pattern compile error when the tile size is too small (#2079) 2025-04-13 20:09:30 -07:00
jakpiase
6c61f4d237 [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
2025-04-11 12:18:26 +02:00
slippedJim
5f885d2b7a 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>
2025-04-10 23:21:13 +08:00
Juan Manuel Martinez Caamaño
f14e648e7c Replace inline assembly with builtins in FHMA (#2067)
* Replace inline assembly with builtins in FHMA

---------

Co-authored-by: illsilin <Illia.Silin@amd.com>
2025-04-10 09:48:37 +02:00
Illia Silin
3e6d21adeb enable gfx115x support (#2065) 2025-04-09 10:06:42 -07:00
MHYang-gh
03ce8729fd Make buffer coherence configurable in tensor view (#2041)
* Make buffer coherence configurable in tensor view

* Fix clang-format for tensor_view.hpp
2025-04-08 15:34:11 -07:00
Max Podkorytov
6ce0797dad simplify generate_tuple (#2043) 2025-04-08 09:00:51 -07:00
aledudek
80aae6119b [CK_TILE] Fix GEMM Memory Pipeline (#2034)
* [CK_TILE] Fix GEMM Memory Pipeline

* Fix transpose tile

* Add comments
2025-04-08 12:40:04 +02:00
Illia Silin
572cd820ce Split env.hpp header from the ck.hpp header. (#2049)
* split env.hpp out of main headers

* fix namespace logic
2025-04-03 15:30:21 -07:00
Adam Osewski
e5ad48a784 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>
2025-04-02 11:03:40 +02:00
Seunghoon Lee
df32020f93 Fix Windows build. (#2012)
* Remove duplicate using uint64_t.

* Cast before shift.
2025-04-01 12:22:10 -07:00
Max Podkorytov
c59a8bb206 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
2025-04-01 12:06:25 -07:00
rocking
8a20b62e91 Reduce redundant space in bias tensor (#2024)
Co-authored-by: Po Yen Chen <PoYen.Chen@amd.com>
2025-03-28 21:58:06 +08:00