GitLab

* set KPerBlock to 64
* maximize wherever possible vector load size.

* Add avgpool bwd reference code

* Refine naming

* Fix invalid in_element op in ref_conv

* Add example (only reference now)

* Add the full example of avgpool bwd

* Fix copyright

* Imitate MakeDescriptor from  transform_conv_bwd_data_to_gemm_v1.hpp

* rename channel to c from k

* Arrange the code

* Imitate the argument from conv bwd

* Implement invoker

* Fix order of parameter in example

* Refactor reference code for different dimension

* Support different stride

* Check if argument is valid

* Fix kernel parameter for NDHWC, fastest dimension C is not reduced

* Add more data type in example

* Fix bug in example

* calculate Do Ho Wo according to the dilation

* Remove useless header

* Add comment in reference code

* Add layout parameter

* Remove layout in derived class

* Refine reference comment

* add fno-offload-uniform-block flag for rocm5.7 and up

* add a comment and compiler ticket number

* update the threshold rocm version

* add linting and update contributors list

* skip the linting and doc changes

* add Astha

* add YanXing

* Enable grouped conv with small K or C

* Add missing instances

* Refactor grouped conv fwd instances

* Fix fp16 instances since it supports src_per_vec %2 = 0

* Add generic instances

* Enable f16/f8 mixed precision

* Add an argument to enable mixed precision

* Update for compatibility

* Add mixed precision example

* Introduce ComputeType argument

* add -fno-offload-uniform-block flag for rocm5.7 and up

* add a comment and compiler ticket number

* properly split conv_nd_bwd_data instances

* split conv2d_fwd instance data types

* split the gemm, conv2d_fwd and batched_gemm_softamx_gemm

* split the tests by data types where possible

* filter examples by DTYPES

* split few remaining examples by DTYPES

* filter most instances by DTYPES

* add new lines at end of headers, fix grouped_gemm profiler

* fix syntax

* split the ckprofiler instances by DTYPES

* split the conv2d and quantization DL and XDL instances

* fix the splitting of conv2d DL instances

* split softmax and pool_fwd tests for fp16 and fp32 types

* fix syntax

* fix the dl_int8 quantization instances isolation

* Add wei_strides to grouped conv3d wei to keep consistency

* Fix strides in client examples

* Unify backward weight api with forward

* Fix for example

* Fixes for examples

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Co-authored-by: zjing14 <zhangjing14@gmail.com>

* Improve formatting of docs; Add a note about the DL_KERNELS flag

* Change the recommended version of ROCm to 5.6

* Enable pipeline v2 opt for layout=TT instance

* Use better thread mapping for reading A tile

* Conditionally enable pipeline v2 opt

* Allow enabling only fp16 gemm instances in profiler

* Fix formatting error

* Fix compilation error if we enable fp32 in profiler

* Add s_nops after v_dot to avoid hazard

* Fix builtin for inner_produxt fp16

* Skip inline version to builtin

* Add comments regarding isa

* Fix comment regarding s_nop

* initial stream-k implementation with example

* fix unexpected change in err

* improve a little bit performance by reorganize pipeline.

* improve perf a little bit by swizzle block idx

* add profiler

* update example

* fix spelling

* shrink karg for streamk

* support dynamic buffer using memory coherence glc_slc bit from template

* control memory coherence while construct dynamic buffer

* update reduction for streamk(not ready yet)

* Add template parameter to make_dynamic_buffer to support amd_buffer coherence setting

* fix build issue

* fix several bug

* now result is correct, everything works (but has scratch)

* remove scratch by manually reset coordinate

* update device code

* fix a bug in final reduce

* fix something in example

* update async memset

* fix enum as camel case

* modify coherence enum name

* clean code and use atomic streamk by default

* remove unused var

* throw exception if have empty pointer

* fix format

* fix CI warning

* fix type in init

* modify CI error

* filter out on gfx10+

* restore changed example code

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Co-authored-by: Qianfeng Zhang <Qianfeng.Zhang@amd.com>

* Disable XDL kernels on unsupported HW; Add ck::is_xdl_supported function (#765)

* Do not throw an error when GEMM problem is not supported.

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Co-authored-by: Bartlomiej Wroblewski <bwroblewski10@gmail.com>
Co-authored-by: Adam Osewski <aosewski@amd.com>
Co-authored-by: Illia Silin <98187287+illsilin@users.noreply.github.com>

* Use better ThreadClusterLengths to speed up

* Update B tile reading pattern for layout=NN instance

* first change bias load

* add bias dim and scalervector parameter

* make CDE0BlockTransferSrcVectorDim not work

* changse toinstance

* add limit for CDE0BlockTransferSrcScalarPerVector

* Grouped 3d conv backward data support

* Fix comments