[CK_TILE] Multiple-ABD GEMM example (#2788)

* Multi ABD - initial commit

* Clang-foramt fix

* block gemm, unify the name of CDataType

* Apply chnages to mem-pipeline

* Rollback prefix for DType and Layout

* Gemm Kernel Basic, rename

* WMMA config

* Grouped GEMM

* Clang-format

* Dropout, name

* Review v2

* Move element_wise fn to unnary, remov old ones fn

* clang-format

* Fix issue review

* WP operator adjust to universal gemm

* v2 prepare

* Remove unused comment

* Remove vectorsize

* Rollback

* Adjust pipeline for abd

* Shuffle argument

* CI-fail fix quant

* Fix ag_br pipeline

* Failing tests

* Typo

* Single argument support

example/ck_tile/22_gemm_multi_abd/README.md

@@ -0,0 +1,35 @@
+#Multiple ABD GEMM
+
+This folder contains example for Multiple ABD GEMM using ck_tile tile-programming implementation.
+
+## build
+```
+#in the root of ck_tile
+mkdir build && cd build
+#you can replace < arch> with the appropriate architecture(for example gfx90a or gfx942) or \
+    leave it blank
+sh ../script/cmake-ck-dev.sh  ../ <arch>
+#The basic pipeline method on the gemm calculation
+make tile_example_gemm_multi_abd_fp16 -j
+```
+This will result in an executable `build/bin/tile_example_gemm_multi_abd_fp16`
+
+## example
+```
+args:
+       -m  M dimensions - (Default: 3840)
+       -n  N dimensions - (Default: 4096)
+       -k  K dimensions - (Default: 4096)
+-as_layout  Tensor A layout (default:R)
+-bs_layout  Tensor B layout (default:C)
+-ds_layout  Tensor D layout (default:R)
+-e_layout   Tensor E layout (default:R)
+-stride_as  Tensor A strides - (Default: 0)
+-stride_bs  Tensor B strides - (Default: 0)
+-stride_e   Tensor C strides - (Default: 0)
+-stride_ds  Tensor D strides - (Default: 0)
+-validate   0. No validation, 1. Validation on GPU. (Default: 1)
+  -warmup   Number of iterations before benchmark the kernel. (Default: 10)
+  -repeat   Number of iterations to benchmark the kernel. (Default: 100)
+  -kbatch   kbatch for SplitK. (Default: 1)
+```