GitLab

* 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

* File renaming and class renaming for device element-wise operation

* Add batchnorm-infer instances, external API and client example

* Add batchnorm-infer profiler module and gtests

* Remove file device_elementwise_extension.hpp and move NormalizeInInfer operation to element_wise_operation.hpp

* Remove the using of class aliasing for DeviceElementwiseForBatchNormInfer

* Rename class and file due to conflict from device_elementwise_2d.hpp

* Fix namespace in batcnnorm_infer_nhwc client example

* added 2d gridwise elementwise

* added 2d version of device elementwise

* added example file with updated device elementwise call

* added Cmake file

* changed NumDim into 2D

* fixed compiler issues

* fixed indexing for loop step

* fixed NumDim dimension error

* changed blockID to 2D

* updated Grid Desc

* updated kernel call

* fixed 2d thread indexing

* added dimensions for example file

* commented out unused code

* changed vector load

* removed extra code

* temporarily removing vector load on 2nd dim

* changed vector load back, still causing errors

* altered indexing

* changed isSupportedArgument for 2D

* changed indexing + do/while

* fixed isSupportedArgument

* changed dimension for debugging

* fixed

* added testing printouts

* testing change

* added variables to distribute threads through both dimensions

* testing changes

* integrated variable for thread distribution into device elementwise and added as parameter for gridwise elementwise

* removed most of the extraneous code, testing with different dimensions

* testing

* removed debugging print statements

* moved 2d elementwise permute into elementwise permute directory

* fixed formatting

* removed debugging comments from threadwise transfer
Co-authored-by: Jing Zhang <jizhan@amd.com>
Co-authored-by: Po Yen Chen <PoYen.Chen@amd.com>

* Rangify STL algorithms

This commit adapts rangified std::copy(), std::fill() & std::transform()

* Re-write more std::copy() calls

* Re-write std::copy() calls in profiler