GitLab

* reopen masking att instance due to CI is upgraded

* re-enable instances previously failed on 9110

* enable ksize-kpadding pair validity test

* add non-masked attention+permute test; expose masking boolean to attention kernel handles

* disable bench

* fix test

* move files

* bulk rename batched_gemm_masking_scale_softmax_gemm_permute to batched_gemm_softmax_gemm_permute

* format

* amend rename

* disable bench in test

* add mask/no-mask test for non-permute attention kernels

* disable broken kernel instance

* example working

add non-permuted problem statement

evaluating whether overhead comes from permutation or the extra kernel arg

* interface for bias addition without implementing it

* test and profiler running

* tidy

* mask type determined by enum class

* unify example code

* move masking specialization to its own header

* align formats

* extract helper functions

* experiment merging dims for attn w/ permute; shows perf parity with attn wo/ permute

* add tensor specialization to template args

since tensor spec packed shows perf parity when permutation isn't needed

remove redundant template args

comment on 'packed' tensor specialization

* grouped attention with input/output permute example

* format

* clean up

* refactor acc0 tile visitor
Co-authored-by: shaojiewang <wsjmessi@163.com>
Co-authored-by: Chao Liu <chao.liu2@amd.com>

* ad gelu and fast_gelu

* added GeLU and fast GeLU

* clean up

* add gemm+fastgelu example

* add gemm+gelu instances

* update profiler

* clean up

* clean up

* adding gemm+bias+activation

* clean

* adding bias

* clean

* adding gemm multiple d

* debugging

* add gemm bias add fastgelu

* rename, clean

* refactoring; add readme

* refactor

* refactor

* refactor

* refactor

* refactor

* refactor

* fix

* fix

* update example

* update example

* rename

* update example

* add ckProfiler

* clean

* clean

* clean

* clean

* add client app example

* update readme

* delete obselete files

* remove old client app

* delete old file

* cleaning

* clean

* remove half

* fix header path

* fix header path

* fix header path

* fix header path

* fix header path

* fix header path for all examples

* fix header path

* fix header path

* fix header path

* fix header path

* fix header path

* fix header path

* fix header path

* fix header path

* fix header path

* revert client app example

* clean build

* fix build

* temporary disable client test on Jenkins

* clean

* clean

* clean

* ctest of batched_gemm returns 0 or 1

* minor change

* fixed a corner case in GetCoordinateResetStep

* clean

* rename num_accesses to num_access
Co-authored-by: Chao Liu <chao.liu2@amd.com>

* add space_filling_curve

* cleanup and move space_filling_curve into test

* WIP: start refactoring threadwise_transfer_v1r3

* threadwise_copy works but needs further refactoring

* add some comments

* add SpaceFillingCurve::GetIndices()

* minor changes

* removed GetIndices; refactored GetDstCoordinateResetStep

* add DynamicBuffer::Transfer, but Add is not tested

* rebased agaist develop

* threadwise_copy_v6r1/v6r2/v6r3 using space-filling curve start to work

* minor changes

* refactored threadcopy v3r1, v2; removed old implementations

* clang-format

* cleanup

* fix a typo in v6r3

* format
Co-authored-by: Chao Liu <chao.liu2@amd.com>

* add space_filling_curve

* cleanup and move space_filling_curve into test

* add functions for backward and forward step; hard coded results in unit test

* minor changes