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rocking 8d2057326a [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

[ROCm/composable_kernel commit: 3d60953477]

2024-10-30 15:22:56 +08:00

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Rmsnorm2D forward

This folder contains example for Rmsnorm2D forward using ck_tile tile-programming implementation.

build

# in the root of ck_tile
mkdir build && cd build
sh ../script/cmake-ck-dev.sh  ../ <arch>  # you can replace this <arch> to gfx90a, gfx942...
make tile_rmsnorm2d_fwd -j

This will result in an executable build/bin/tile_rmsnorm2d_fwd

cmdline

args:
          -m    m dimension (default:3328)
          -n    m dimension (default:4096)
          -e    epsilon (default:1e-5)
          -v    cpu validation or not (default:1)
       -prec    precision (default:fp16)

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Rmsnorm2D forward

build

cmdline

613 B

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