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Files

linqunAMD c254f3d7b4 [CK_TILE] Refine Generic2dBlockShape to fix ck_tile example 2,10,11,14 on rdna3 and 4 (#2795 )

BlockWarps, WarpTile in Generic2dBlockShape are wave size dependent, it causes mangled name mismatch between host and device side.

Solution: Replace them with ThreadPerBlock and move BlockWarps, WarpTile calculation into Generic2dBlockShape

2025-09-10 08:29:20 +08:00

instances

Support Wave32 in CK_TILE - Part 1 (#2594 )

2025-08-18 10:08:31 -07:00

misc

[CK_TILE]Moe update index (#1672 )

2024-11-25 13:12:35 +08:00

script

add fp8 as dst (#1830 )

2025-01-22 17:34:27 +08:00

CMakeLists.txt

Label CMakeLists message() as DEBUG or STATUS for clean build output (#2301 )

2025-06-10 10:46:47 -07:00

moe_smoothquant.cpp

Fix latest AITER failure and add more AITER tests in CK CI. (#2782 )

2025-09-04 13:44:00 -07:00

moe_smoothquant.hpp

[CK_TILE] Refine Generic2dBlockShape to fix ck_tile example 2,10,11,14 on rdna3 and 4 (#2795 )

2025-09-10 08:29:20 +08:00

README.md

Add json dump support to output details from CK/CKTile Examples. (#2551 )

2025-09-02 23:31:29 -07:00

README.md

moe-smoothquant

This folder contains example for moe-smoothquant using ck_tile tile-programming implementation.

Unlike standard smoothquant op, the input scale is from different expert [expert, hidden], we need reuse the topk-id from previous topk-softmax and select the corresponding expert from current topk, and expand the output/per-token-scale by topk

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_example_moe_smoothquant -j`nproc`

This will result in an executable build/bin/tile_example_moe_smoothquant

example

args:
          -t    tokens dimension (default:3328)
          -h    hidden_size dimension (default:4096)
          -e    experts (default:32)
          -k    topk (default:5)
     -stride    stride per row, if -1 then equal to hidden_size (default:-1)
          -v    cpu validation or not (default:1)
      -kname    print kernel name or not (default:1)
     -prec_i    input precision, fp16/bf16 (default:fp16)
     -prec_o    precision, int8/fp8 (default:int8)
     -warmup    cold iter (default:5)
     -repeat    hot iter (default:20)
       -json    0: No Json, 1: Dump Results in Json format (default:0)
   -jsonfile    json file name to dump results (default:moe_smoothquant.json)