[CK-Tile] Enable vectorized reads on all layouts & improve perf. (#1835)

* Refactor universal gemm policy.

* Adapt example to refactor changes.

* Introduce static encoding pattern

* Adding shuffled encoding patterns.

* Fix err in reverse tuple.

* Add transpose_tile2d

* Small refactoring + doc

* Enable reading on contiguous dimension in all layouts.

* Transpose A/B register tile if needed for comp v3 pipeline.

* Take contiguous dim size when calculating dram vector load size.

* A/B smem pack size taken from WarpGemm attributes

* Update B LDS layout and setup tile distribution pattern at class level.

* Fix static assert.

* Fix errors in examples.

* Formatting & fix IsTranspose

* Fix VectorSize & refactor.

* Add error loging messages.

* Fix VecLoadSize and TranspseC for mem pipeline.

* Update unit-tests & disable mem pipeline.

* Clang format

* Update include/ck_tile/core/tensor/tile_window.hpp

Co-authored-by: jakpiase <jakub.piasecki@amd.com>

* Fix compilation and reviewers comments.

* Refactor unit-test. Fallback to non-universal gemm.

Need to use GemmPipelineAGmemBGmemCRegV1 for now,
since GemmKernel is now supporting also non-K major vector reads.

---------

Co-authored-by: jakpiase <jakub.piasecki@amd.com>

include/ck_tile/ops/gemm/block/block_universal_gemm_as_bs_cr.hpp

@@ -80,7 +80,7 @@ struct BlockUniversalGemmAsBsCr
         static constexpr index_t InterWaveSchedulingMacClusters = 1;
 
         static constexpr index_t KPack      = WarpGemm::kKPerThread;
-        static constexpr index_t KPerThread = KPerBlock / WarpGemm::kK * KPack;
+        static constexpr index_t KPerThread = KIterPerWarp * KPack;
         static constexpr index_t KRepeat    = KPerThread / KPack;
     };