ROCm/composable_kernel
1
0
Fork 0
mirror of https://github.com/ROCm/composable_kernel.git synced 2026-05-18 03:49:41 +00:00
Code Issues Packages Projects Releases Wiki Activity
2,887 Commits 745 Branches 38 Tags
db39b44bab5ff3e666dd3d11be619ea35e14aa8d
Commit Graph

1043 Commits

Author SHA1 Message Date
Qianfeng Zhang
b0ae27046f Fix the integer overflow in total_flops calculation 2025-04-17 10:34:13 +00:00
Qianfeng Zhang
6086ead2f9 Add scripts for comparing with triton 2025-04-17 10:33:44 +00:00
Andriy Roshchenko
da54464cce 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
 2025-04-16 15:25:02 -06:00
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
Qianfeng Zhang
1351d9cd1b Use exp2() to calculate exp() for better performance 2025-04-16 06:54:06 +00:00
Qianfeng Zhang
226a254723 Remove the comparing of row/col to max_uih_len in masking 2025-04-16 04:35:42 +00:00
felix
c5975529bb add preshuffle gemm fp16 (#2036) 
* add preshuffle gemm fp16

* clang format and test ok

* Update gemm_multiply_multiply_xdl_fp16_bpreshuffle.cpp

remove useless comments in example

* Update gemm_multiply_multiply_xdl_fp16_bpreshuffle.cpp

remove 2

---------

Co-authored-by: coderfeli <coderfeli@163.com>
 2025-04-16 10:53:21 +08:00
joyeamd
94d47b1680 fmha hdim256 vectorize improve (#2086) 
For hdim 256, will not have vectorized buffer load when seqlen % 256 != 0 and hdim % 256 = 0; this commit tries to solve this condition.
 2025-04-16 09:21:04 +08:00
Andriy Roshchenko
7106976a72 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
 2025-04-15 17:17:07 -06:00
Qianfeng Zhang
d1749b3aae Use kM0=128 kN0=64 to completely remove the vgprs spilling 2025-04-15 15:08:46 +00:00
Qianfeng Zhang
3cd1b13e46 Split HstuBlockMasking into HstuBlockMaskWithLocal and HstuBlockMaskNoLocal to save vgprs for non-local situations 2025-04-15 14:40:55 +00:00
Qianfeng Zhang
cad1356170 Use packed cast_tile for fp16 2025-04-15 14:29:30 +00:00
Qianfeng Zhang
fff13b6c76 Update to partially reduce the register spilling 2025-04-15 07:44:33 +00:00
Mingtao Gu
56378f810f 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>
 2025-04-14 16:58:57 +08:00
Qianfeng Zhang
c2e6ab8516 Add IsFirstVLdsBufferOverlapLastKLdsBuffer() check to reduce call of s_barrier() 2025-04-13 11:00:22 +00:00
Qianfeng Zhang
238e78d82e Update the in pipeline codes 2025-04-13 09:43:58 +00:00
Qianfeng Zhang
53e567977e Fix in calculation of total_flops and update benchmark scripts 2025-04-13 08:50:00 +00:00
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
Illia Silin
3e6d21adeb enable gfx115x support (#2065) 2025-04-09 10:06:42 -07:00
Qianfeng Zhang
71697d9cb9 Add output of estimated TFLOPS 2025-04-09 14:50:18 +00:00
Qianfeng Zhang
1766e6d3be Update to the scripts and error thresholds 2025-04-09 10:34:37 +00:00
Qianfeng Zhang
dd2cd2cbcb Tune the input initialization to avoid over-flow in silu 2025-04-09 10:03:32 +00:00
Qianfeng Zhang
86c0e45987 Add benchmark_hstu_attention.sh 2025-04-09 08:28:05 +00:00
Qianfeng Zhang
9cb2dca958 Add several verification test cases 2025-04-08 16:38:35 +00:00
Qianfeng Zhang
561d490990 Fix in kernel and forward dispatch for jagged mode 2025-04-08 16:37:52 +00:00
Qianfeng Zhang
dc2f72a09f Fix in hstu-attention pipeline (which makes some testing cases passed) 2025-04-08 15:53:08 +00:00
Qianfeng Zhang
dbcf38aae9 Fixes and updates 2025-04-07 15:29:23 +00:00
slippedJim
5a22b61de5 Add new receipt (#2055) 2025-04-07 14:18:01 +08:00
Thomas Ning
50d1f8ff90 Add the MI355 support for CK TILE GEMM (#2046) 
* Get the root cause of the ck tile gemm failing on mi355

* Fix the ck tile gemm on MI355

* delete the debug info
 2025-04-03 11:48:54 -07:00
Qianfeng Zhang
10e72d3362 Change in HstBlockMasking and kernel/reference codes for using masking 2025-04-03 14:46:12 +00:00
Qianfeng Zhang
733734553b Fix and change in example 2025-04-03 14:44:36 +00:00
aledudek
9329432f6c 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
 2025-04-03 13:35:43 +02:00
Qianfeng Zhang
121a950df5 Add hstu attention kernel implementation, instances and interfaces (building succeeded) 2025-04-03 08:20:54 +00:00
Muhammed Emin Ozturk
dd4c12b155 f8/bf16 GEMM Stream-K (#1879) 2025-03-31 20:30:17 -06:00
Qianfeng Zhang
83f29243df fix the jagged mode tensor access in reference_hstu_attention 2025-03-29 12:55:40 +00:00
Qianfeng Zhang
4a0fc292d0 Initial reference implementation of hstu attention 2025-03-28 16:26:43 +00:00
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
felix
a82f338fb9 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>
 2025-03-28 11:31:52 +08:00
felix
36d50de50e ckmoe: change cmake; use smaller shape for i4 (#2027) 
* change cmake; use smaller shape for i4

* fix pki4 run

* fix typo

* fix runtime arch logic for moe_gemm2 example

---------

Co-authored-by: coderfeli <coderfeli@163.com>
Co-authored-by: illsilin <Illia.Silin@amd.com>
 2025-03-27 09:04:31 -07:00
Illia Silin
23a949706c Disable all pk_i4 tests for all targets except gfx942/950. (#2022) 
* only build gemm_fp8_pk_i4 examples for gfx942/950

* fix cmake logic

* moved the architecture check to IsSupported function

* Revert "moved the architecture check to IsSupported function"

This reverts commit 056d2a08b3.

* disable all pk_i4 tests for targets other than gfx942/950

* fix cmake logic
 2025-03-26 15:15:57 -07:00
Illia Silin
99b2bbc1d6 Make sure gemm_fp8_pk_i4 examples only build and run on gfx942/950. (#2010) 
* only build gemm_fp8_pk_i4 examples for gfx942/950

* fix cmake logic

* moved the architecture check to IsSupported function

* Revert "moved the architecture check to IsSupported function"

This reverts commit 056d2a08b3.
 2025-03-25 14:43:38 -07:00
Andriy Roshchenko
72d888821c 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
 2025-03-25 15:33:03 -06:00
ruanjm
d49abdaa87 [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
 2025-03-25 20:09:45 +08:00
Andriy Roshchenko
6660dc6b8e Introduce MX GEMM for FP8 data type (#2000) 2025-03-24 15:41:07 -06:00
carlushuang
6c08c5c46d add mask support in hdim=192/128 (#1999) 2025-03-21 18:28:43 +08:00
BingYuan.Zhou
5a0d693b86 fix ck_tile/basic_gemm build error (#1988) 2025-03-20 22:01:14 -07:00
felix
902dbe89ad change cmake (#2006) 
Co-authored-by: coderfeli <coderfeli@163.com>
 2025-03-20 19:25:11 -07:00
carlushuang
e3c9886cdf [CK_TILE] return value with macro in ck_tile::kernel_launch API (#1982) 
* return value with macro and revert the return value

* [CK-TILE] no-macro launch api solution (#1992)

* no-macro solution

* address -Wcomma

---------

Co-authored-by: Max Podkorytov <4273004+tenpercent@users.noreply.github.com>
 2025-03-20 11:00:29 -07:00
jakpiase
0e91d32c61 [CK_TILE] Switch to universal gemm for batched and grouped gemms (#1919) 
* switch to universal gemm for batched and grouped gemms

* added reviewer comments

* fixed grouped gemm tests
 2025-03-20 11:17:04 +01:00