Andriy Roshchenko
d5c9215064
[rocm-libraries] ROCm/rocm-libraries#7359 (commit dd62f9f)
...
[CK_TILE][GFX1250] Enable MX GEMM FLATMM with ASYNC
## Motivation
Enables MX GEMM FLATMM pipeline on gfx1250. The pipeline uses an async
load instruction for tensor A, which complements the existing MX GEMM
FLATMM pipeline with TDM load. At this time, only FLATMM MX pipelines
are enabled on gfx1250.
## Technical Details
The existing gfx950 implementation was extended to support gfx1250
architecture. All three MX FP data types are supported across the two
ASICs.
It should be noted that while the TDM pipeline uses an emulated
32x32x128 warp-tile instruction, the present submission relies on the
built-in 16x16x128 instruction, called 4 times per warp.
## Test Plan
Existing `test/ck_tile/flatmm` tests were extended to cover new gfx1250
functionality.
To help facilitate the testing in development,
`example/ck_tile/18_flatmm/script/smoke_test_mx.sh` script was
introduced to verify various combinations of supported data types and
pipeline versions.
## Test Result
The present submission is expected to work on both gfx950 and gfx1250
hardware for all reasonable sizes and all MX FP8/FP6/FP4 data types.
## Submission Checklist
- [x] Look over the contributing guidelines at
https://github.com/ROCm/ROCm/blob/develop/CONTRIBUTING.md#pull-requests .
- [x] Relies on #6978 and should only be merged after the changes are
merged to the `develop`.
2026-05-29 17:02:45 +00:00
Illia Silin
717f2efef7
[rocm-libraries] ROCm/rocm-libraries#6978 (commit e58096d)
...
[CK] add composable kernel support on gfx1250 (#6978 )
## Motivation
Add composable kernel support on gfx1250.
## Technical Details
<!-- Explain the changes along with any relevant GitHub links. -->
## Test Plan
<!-- Explain any relevant testing done to verify this PR. -->
## Test Result
<!-- Briefly summarize test outcomes. -->
## Submission Checklist
- [ ] Look over the contributing guidelines at
https://github.com/ROCm/ROCm/blob/develop/CONTRIBUTING.md#pull-requests .
---------
Co-authored-by: Qun Lin <qlin@amd.com >
Co-authored-by: jialuo12_amdeng <jia.luo@amd.com >
Co-authored-by: Andriy Roshchenko <andriy.roshchenko@amd.com >
Co-authored-by: hsivasun_amdeng <haresh.sivasuntharampillai@amd.com >
2026-05-15 06:46:51 -07:00
Aviral Goel
39d983fce2
[rocm-libraries] ROCm/rocm-libraries#5082 (commit 9313659)
...
ck_tile: add gtest unit tests for MX flatmm (gfx950) (#5082 )
## Summary
- Add correctness unit tests for the MX-format flatmm kernel
(`example/ck_tile/18_flatmm/mxgemm`) under `test/ck_tile/flatmm/`
- Tests cover all five dtype combinations: FP4×FP4, FP8×FP8, FP6×FP6,
FP8×FP4, FP4×FP8
- Tests cover all four kernel dispatch paths (the `has_hot_loop` ×
`tail_num` product):
- `has_hot_loop=false, tail=ODD` (K=256, num_loop=1)
- `has_hot_loop=false, tail=EVEN` (K=512, num_loop=2)
- `has_hot_loop=true, tail=ODD` (K=768, num_loop=3)
- `has_hot_loop=true, tail=EVEN` (K=1024, num_loop=4)
- Remove unsupported `-split_k` CLI option from
`tile_example_mx_flatmm`; the pre-shuffled B layout is incompatible with
K-splitting and the option silently produced wrong results
## Changes
**New files (`test/ck_tile/flatmm/`):**
- `CMakeLists.txt` — builds 40 kernel instances as a shared OBJECT
library, links into 5 per-dtype test executables; forwards
`-DCK_TILE_USE_OCP_FP8` when `CK_USE_OCP_FP8` is ON
- `test_mx_flatmm_base.hpp` — base test fixture with
`run_test_with_validation(M, N, K, kbatch=1)`
- `test_mx_flatmm_fixtures.hpp` — concrete `TestMXFlatmm` typed test
class and type aliases
- `test_mx_flatmm_fp{4fp4,8fp8,6fp6,8fp4,4fp8}.cpp` — per-dtype
`TYPED_TEST_SUITE` files
**Modified files:**
- `example/ck_tile/18_flatmm/mxgemm/mx_flatmm_arch_traits.hpp` — moved
`preShuffleWeight` here (was in `mx_flatmm.cpp`) so it is includeable by
both the example and the tests
- `example/ck_tile/18_flatmm/mxgemm/mx_flatmm.cpp` / `run_mx_flatmm.inc`
— removed `-split_k` CLI arg, hardcoded `k_batch=1`, fixed `k_split`
formula, updated call sites after `preShuffleWeight` move
- `test/ck_tile/CMakeLists.txt` — added `add_subdirectory(flatmm)`
---------
Co-authored-by: Thomas Ning <Thomas.Ning@amd.com >
2026-03-11 15:46:58 -07:00
Andriy Roshchenko
6777af8c60
[rocm-libraries] ROCm/rocm-libraries#4821 (commit 9456e0f)
...
[CK TILE] Refactor MX FLATMM example (#4821 )
Refactor the MX FLATMM example to support more pipelines
across different architectures. This work facilitates the NPI team
roadmap.
2026-02-27 23:20:41 +00:00
ZheWang
e6bcd192d4
Mx fp6 flatmm ( #3601 )
...
* add fp6 data-type and support sync/async dwordx3 load/store
* clang-format
* pre-commit
* 1st commit
* default mnk pass ut
* fix a distrubution
* fix
* fix bdram distr
* update
* pass ut
* improve perf
* update
* clean code
* resolve copilot comment
* reslove comment
* clang-format
---------
Co-authored-by: ZheWang <zhewan@amd.com >
2026-02-02 16:04:40 +08:00
Yi DING
57e1e4a848
[CK_TILE] Add FP8xF4 Flatmm ( #3401 )
...
* Refactor policy
* fix a bank conflict
* Enable mixed mx flatmm
* Update
2025-12-17 10:01:48 +08:00
Yi DING
f211156ce6
[CK_Tile] Flatmm MX Cleanup & Explicite Offset Calculation ( #3286 )
2025-12-02 14:21:12 +08:00
Aviral Goel
d85f065b15
chore(copyright): update copyright header for example directory ( #3273 )
...
* chore(copyright): update copyright header for codegen directory
* chore(copyright): update copyright header for example directory
2025-11-24 18:02:41 -08:00
Yi DING
47e2ed838e
[CK_TILE] Add Flatmm MX FP8 ( #3208 )
...
* Use async for flatmm mxfp4
* Fix preshuffle
* Add flatmm mxfp8
* Thanks, Copilot
* Thanks Copilot again~
2025-11-20 10:35:15 +08:00
Yi DING
b6720531de
[CK_TILE] MX Flatmm Split kernel instances ( #3207 )
...
* [CK_TILE] MX Flatmm Split kernel instances
* Fix flatmm example compile
2025-11-18 13:46:30 +08:00
Yi DING
e135dd518d
[CK_TILE] Add mxfp4 flatmm ( #3080 )
...
* Squashed commit of the following:
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Fix & clean after rebase
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fix a_wrap preload issue for large MPerBlock.
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updated, function passed.
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fix, reference function passed, next check kernel function
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let pack/unpack return pk_fp4_t
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some updates
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init ck_tile mxfp4 flatmm
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Add bias for f16xf4 moe_flatmm
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update case construction
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support swiglu activaion and use rcpf to accelerate silu
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first commit
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add line to last
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enable hotloop
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support atomic_pk_add_bf16 on gfx950
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use int64_t as expert stride to avoid overflow
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use v4i32 as the storage type for B to avoid repack operation
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rename example
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update
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fix TileConfig
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Author: Gino Lu <gino.lu@amd.com >
Date: Thu Aug 7 21:37:28 2025 +0800
Add e8m0 scaled convert into CK_TILE (#2617 )
* first commit
* remove redundent code
* modify according to comments.
* fix type_convert error with scaled_type_convert
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Date: Fri Aug 8 20:19:16 2025 +0000
add mixed_prec fp16xfp4
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Author: Feng Shijie <Shijie.Feng@amd.com >
Date: Thu Aug 7 09:22:04 2025 +0000
debug mixed_prec flatmm
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Date: Wed Aug 6 16:49:47 2025 +0800
Merge pull request #2626 from ROCm/felix/flatmm_fix_splitk
fix split k
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Date: Wed Aug 6 08:33:33 2025 +0000
add moe_flatmm
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Date: Wed Aug 6 02:45:31 2025 +0000
fix split k
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fix flatmm with scaling when WarpTileM == 32
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optimize scaling epilogue
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Add persistent option on flatmm for tuning
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update pipeline v1: add atomic IGLP schedule
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Date: Mon Jul 28 08:24:51 2025 +0000
crz idea
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Author: Feng Shijie <Shijie.Feng@amd.com >
Date: Sun Jul 27 11:57:38 2025 +0000
Add permuteN optimzization when NRepeat % 2 == 0 on flatmm
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Author: sjfeng <j514681085@icloud.com >
Date: Sun Jul 27 17:24:08 2025 +0800
try to remove c_shuffle_lds
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Author: Feng Shijie <Shijie.Feng@amd.com >
Date: Fri Jul 25 07:41:48 2025 +0000
fix loop-dim mismatch and improve c_shuffle alu parallelism
commit 1239d8a546
Merge: 406645448 b908f5e80
Author: lalala-sh <Jiaxing.Wen@amd.com >
Date: Thu Jul 24 08:46:51 2025 +0000
merge flatmm -scale
commit 4066454483
Author: lalala-sh <Jiaxing.Wen@amd.com >
Date: Thu Jul 24 16:19:58 2025 +0800
revert delete of inc file
commit 68390988c9
Author: solin <bingzhou@amd.com >
Date: Thu Jul 24 04:38:16 2025 +0000
reorg flatmm code
commit b908f5e803
Author: Feng Shijie <Shijie.Feng@amd.com >
Date: Wed Jul 23 19:12:31 2025 +0000
fix flatmm syntax error on gfx950
commit 5a1183ebbd
Author: Feng Shijie <Shijie.Feng@amd.com >
Date: Wed Jul 23 19:04:22 2025 +0000
support flatmm scaling
commit 89fa639207
Author: valarLip <340077269@qq.com >
Date: Wed Jul 23 08:44:12 2025 +0000
merge flatmm pipe v0 from dteng_flatmm_opt
commit 3f7d848dd3
Author: lalala-sh <Jiaxing.Wen@amd.com >
Date: Wed Jul 23 15:38:12 2025 +0800
build pass
commit 6dacf833da
Author: lalala-sh <Jiaxing.Wen@amd.com >
Date: Wed Jul 23 07:20:26 2025 +0000
fix bug
commit 7e1bd4b839
Author: lalala-sh <Jiaxing.Wen@amd.com >
Date: Wed Jul 23 15:01:53 2025 +0800
sync
commit 46a538e39e
Author: valarLip <340077269@qq.com >
Date: Tue Jul 22 08:09:35 2025 +0000
adaptive scheduler instead of Macro definition
commit 9aa3396a79
Author: lalala-sh <Jiaxing.Wen@amd.com >
Date: Thu Jul 17 08:40:35 2025 +0000
fix tail handler bug
commit fb76450e63
Author: lalala-sh <Jiaxing.Wen@amd.com >
Date: Wed Jul 16 10:12:19 2025 +0000
merge from dteng_flatmm_opt
---------
Co-authored-by: lalala-sh <Jiaxing.Wen@amd.com >
Co-authored-by: AMD-dteng <dteng@amd.com >
Co-authored-by: solin <bingzhou@amd.com >
Co-authored-by: sjfeng <j514681085@icloud.com >
Co-authored-by: valarLip <340077269@qq.com >
Co-authored-by: asleepzzz <hanwen.chang@amd.com >
Co-authored-by: Feng Shijie <Shijie.Feng@amd.com >
Co-authored-by: coderfeli <coderfeli@163.com >
Co-authored-by: Gino Lu <gino.lu@amd.com >
Co-authored-by: mtgu0705 <mtgu@amd.com >
* Fix crash on small M
* Apply suggestion from @Copilot
---------
Co-authored-by: lalala-sh <Jiaxing.Wen@amd.com >
Co-authored-by: AMD-dteng <dteng@amd.com >
Co-authored-by: solin <bingzhou@amd.com >
Co-authored-by: sjfeng <j514681085@icloud.com >
Co-authored-by: valarLip <340077269@qq.com >
Co-authored-by: asleepzzz <hanwen.chang@amd.com >
Co-authored-by: Feng Shijie <Shijie.Feng@amd.com >
Co-authored-by: coderfeli <coderfeli@163.com >
Co-authored-by: Gino Lu <gino.lu@amd.com >
Co-authored-by: mtgu0705 <mtgu@amd.com >
2025-10-31 11:29:05 +08:00