* Support bf16/fb8/bf8 datatypes for ck_tile/gemm
* remove commented out code.
* Addressing code review comments and enabling universal_gemm for all the supported data types.
* Merge conflict resolution.
* Solve the memory pipeline compilation error. Merge with the new change of CShuffle
* finish the feature, pass the tests
* Fix the pipeline and add the benchmark script for other data types
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Co-authored-by: ThomasNing <thomas.ning@amd.com>
* Add spatially local tile partitioner
* Use 1D Grid size & create partitioner object.
* Docs & use 1D partitioner in example.
* Clang format.
* Change kernel grid size
Now: X is the # of output C-tiles,
Y is the batch count
Z is the splitK
* Formatting & more doc.
* Clang format.
* Fix batched gemm test. Use 1d partitioner.
* Move condition.
* FIx ctor.
* clang-format.
* refactor the block_gemm_areg_breg_creg_v1 and add the v2 policy with 2x2 warp gemm
* Finished the 2x2 warp gemm policy and the block selection mechanism
* Clang format
* address poyen's comment
* Address feedbacks
* Fixed the compilation issue
* Change the function name
* CK-Tile GEMM with memory bound pipeline.
* Memory bound gemm pipeline.
* Fix not closed namespace.
* Block gemm mem pipeline draft.
* Do not use ck_tile:: within ck_tile namespace.
* Refactoring & Move Layout info to pipeline problem.
* Get hot loop and TailNum information before lunching kernel.
* Fixes in pipeline.
* Add comment to load_tile_raw and change variable naming style.
* Few small changes & formatting.
* Do not use macro.
* Add gtests.
* Use AccDataType for Output of MFMA instruction.
* Formatting.
* Refactor gemm examples.
* Switch over to current block gemm.
* Use currently available pipeline policy.
* Refactoring and review comment.s
* Fixes after merge.
* Add missing include.
* Add load tile overload which accepts output tensor as parameter.
* This give 8% perf boost at the cost of using more registers.
* Rename example.
* Small changes.
* Fix compilation err and lower K.
* Support different layouts for A/B
* Fix vector size for different layouts.
* Rename Alignment into VectorSize
* Unblock tests.
* Finished the feature of gpu verification
* Add the ck_tile_gemm test in the CI CD
* add the include of tensor_layou in reference_gemm
* Comment Addressed
* split ck_tile fhma and gemm tests into separate stages
* restructure the reference gemm
* restructure a new reference_gemm api that could read the device mem
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Co-authored-by: carlushuang <carlus.huang@amd.com>
Co-authored-by: illsilin <Illia.Silin@amd.com>
* Checkpoint: Finished with the tile example & kernel verification, working on the different matrix layout
* Finished the Matrix Layout feature set up. Note: Need to modify the inner block to solve the shuffle problem in the future.
* Fix: Clang Format, API fixed from fmha
* fix with better naming convention
* revert back the pipeline code of fmha
* Fixed: Addressed the comments and merge the GEMM shape of GEMM Operator and FMHA Operator to one.
* clang format with the reference_gemm file
* convert the clang format with the remod.py
* Changed the format and variable name of the kernel gemm_shape and partitioner
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Co-authored-by: thomasning <thomasning@banff-cyxtera-s70-4.ctr.dcgpu>
