8 Commits

Author SHA1 Message Date
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
ClementLinCF
e1b0bdfbfa [CK_TILE] Correct BlockWarps calculation and fix smoke-test in rmsnorm (#2540)
* [CK_TILE] Correct BlockWarps calculation and fix smoke-test in rmsnorm

* Update rmsnorm host reference

* Update tree reduction of rmsnorm for reference host

* Fix cross warp for m > 1 cases

* Add RMSNorm model selectable option for host reference

* Fix save_unquant cases

* Update reference rmsnorm forward function to use enum for model sensitivity

* Update reference rmsnorm calculation for model sensitivity

* Fix m warp for layernorm

* Adjust parameter of reference for twoPass

* Fix clang format

* Run clang-format-overwrite.sh to fix formating issue

* fix clang format

---------

Co-authored-by: MHYang <mengyang@amd.com>
Co-authored-by: illsilin_amdeng <Illia.Silin@amd.com>
Co-authored-by: ThomasNing <thomas.ning@amd.com>
2025-10-13 11:52:37 -07:00
MHYangAMD
3499fe67ff [CK_TILE] Enhance RMSNorm Accuracy: New Pipeline Pass for Selectable Implementation (#2409)
* Add Rmsnorm2dFwdPipelineModelSensitiveT5Pass

* Update rmsnorm2d_fwd_pipeline_model_sensitive_pass

1.  Add BlockReduce2dTreeCrossWarpSync

* Add Rmsnorm2dFusedModelSensitiveEnum

* Update patch

1. Reverse generate.py
2. Remove comment in generate.py
3. Update tree cross warp reduce

* Refactor RMSNorm model enum and introduce T5-like option

* Update the n stage for cross warp reduce

* Add new cmdline option in RMSNorm for new pipeline testing

---------

Co-authored-by: Clement Lin <clement.lin@amd.com>
Co-authored-by: ClementLinCF <162283536+ClementLinCF@users.noreply.github.com>
2025-07-16 14:05:26 +08:00
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
ruanjm
64d5c4d6cb Implement fp8 quant for layernorm and rmsnorm (#1814) 2025-01-24 16:40:43 +08:00
ruanjm
04dd314883 [CK_TILE] Add Various Fusion Functions to RMSNorm (#1802)
* Add shortcut to RMSNorm

* Modify test for adding shortcut for RMSNorm

* Add fused parameter into tests

* 1. Add YDataType. 2. rmsnorm2d_fwd_traits_ from rmsnorm2d_fwd.hpp to rmsnorm2d_fwd_api.cpp and rmsnorm2d_fwd_instance_common.hpp

* 1. Supports various stride and percisions.

* Add support of Epilogue

* Add fuse and epilogue support to rmsnorm ref

* Modify rmsnorm example

* Refactor tests/examples

* Bug fix for newly added tests/examples

* Bug fix for new tests 2

* Modify smoke test scripts

remove dbg code

* Supports non-smooth dyanmic quant

* Update Rmsnorm2dFwd::GetName()

* rename xscale and prec_sx to smoothscale and prec_sm

Bug fix after rename

Remove files

* change example_rmsnorm2d_fwd.cpp

* update performance calculator

* Fix issue in two-pass when fuse add is enabled

* Remove comment of beta

---------

Co-authored-by: rocking <ChunYu.Lai@amd.com>
2025-01-15 10:23:48 +08:00
rocking
fbd654545a [Ck_tile] smoothquant (#1617)
* fix compile error

* fix typo of padding

* Add smoothquant op

* Add smoothquant instance library

* refine type

* add test script

* Re-generate smoothquant.hpp

* Always use 'current year' in copyright

* use Generic2dBlockShape instead

* Add vector = 8 instance back

* Find exe path automatically

* Simplify the api condition

* Remove debugging code

* update year

* Add blank line between function declaration

* explicitly cast return value to dim3

* refine return value

* Fix default warmup and repeat value

* Add comment

* refactor sommthquant cmake

* Add README

* Fix typo

---------

Co-authored-by: Po Yen, Chen <PoYen.Chen@amd.com>
2024-11-01 13:51:56 +08:00
rocking
3d60953477 [Ck tile] support rmsnorm and related fusion (#1605)
* Add reduce2d new api

* Prevent user use cross warp reduction

* Fix bug of std caculation

* Add rmsnorm2d

* Add rmsnorm small example

* Remove static assert to prevent compile fail

* Add script to test performance and correctness

* Add missing cmake change

* refine naming

* refine example of rmsnorm

* Fix bug of rmsnorm

* Refine naming

* Fix cmake

* clang format

* Refine pipeline name

* Add add_rmsnorm2d_rdquant kernel

* Add reduce op

* host verification

* Fix bug of one pass pipeline

* Refine tile size

* Add two pass pipeline

* Rename two pass to three pass

* Fix bug of kSaveX == false

* Add instance library

* Add test script

* Fix bug of x verification

* Add save_x to trait

* Add README

* Move reduce2d into reduce folder

* Fix bug of welford when number of m warp > 1

* remove reduncant comment

* 1. move 06_rmsnorm2d to 10_rmsnorm2d
2. move 07_add_rmsnorm2d_rdquant to 11_add_rmsnorm2d_rdquant

* clang format and add missing header

* Add host validation of add + layernorm2d + rsquant

* Revert "Add host validation of add + layernorm2d + rsquant"

This reverts commit 936cb45797.

* Remove deprecated flag
2024-10-30 15:22:56 +08:00