composable_kernel/example/ck_tile/14_moe_smoothquant

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

This will result in an executable build/bin/tile_example_moe_smoothquant