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* Simplify the macros for declaring and defining the add_device_reduce_instance_xxxx() instances

* Change the types of lengths and strides from std::vector to std::array for the reduction device interfaces

* Remove DeviceSoftmaxImpl's depending on DeviceReduceMultiblock

* Split the cpp and hpp files for reduction instances to enable more parallel compiling

* Remove the using of macros for declaring reduction instances and instance references

* Update to add_device_reduce_instance_xxxx templated functions

* Use ReduceOperation+InElementwiseOp+AccElementwiseOp to repace the ReduceOpId in defining add_reduce_instance_xxxx() templates

* Change return format

This reverts commit efbcc6ed.

* add fused addition lyernorm

* add fused addition lyernorm

* changed CMakelist

* removed annotates

* modified descriptor of C

* fixed bug in gridwise add layernorm

* format the files

* modified name from add&layernorm into elementwise&layernorm

* created fused elementwise layernorm branch

* change input into tuple type

* add sweep once to reduce load & read of C from global memory

* modified Argument api

* modified way to malloc c in global memory

* changed gamma and beta to m_k_desc

* fixed bug when sweep once and move CDataType when define device level struct

* add src dim for gamma and beta

* implement optimization for coalesced

* delete a annotation line

* fixed some bug to meet the requirements of ck

* add bandwidth computing in example, and fixed the time unit

* move device_elementwise_layernorm_impl.hpp into device/impl

* fixed bug in device_elementwise_layernorm_impl.hpp

* changed name from layernorm into normalization

* clang-format the changed files

* changed the names

* moved immidiate results into lds, it become faster in non-sweeponce cases

* changed naming of C into X to make the defination more clear

* changed naming in example

* add tests for elementwise normalization

* move example_elementwise_layernorm_blockwise into folder 44_elementwise_normalization

* move test_elementwise_layernorm_fp16 into new folder

* move elementwise_normalization_instances into a new folder

* add more tests in test_elementwise_layernorm_fp16.cpp

* added some corner cases in test

* fixed method to compute lds size for matrix X

* changed name of 44_elementwise_normalization into 45_elementwise_normalization

* modified some comments

* modified some other confused comments

* reduce redundant tests in test_elementwise_layernorm_fp16.cpp

* adding tensor_permutation example folder

* fixed formatting

* adding tensor_permutation example folder

* fixed formatting

* changed deviceelementwise parameters for outscalar

* removed .swo file

* updated folder/file name

* changed function call in verification for better consistency with hostelementwist parameters

* formatted again

* fixed shape in verification function call

* changed verification function call, added definition for nhwc

* added elementwise permute example

* updated CMakeLists file in folder

* Delete CmakeLists.txt

* Delete tensor_permute.cpp

* first version of 2d gridwise_elementwise kernel

* temporary fix for stride problem

* formatting

* format

* changed directory name

* Delete gridwise_elementwise_2d.hpp

* Delete CMakeLists.txt

* Delete extra file

* delete extra file

* got rid of extraneous code

* added 2d device elementwise file

* deleted accidently added file

* update

* stride values generalized with equations

* updated stride for output matrix

* Update CMakeLists.txt

* removed extraneous commented code

* removed shape_nchw vector, replaced with GetLength for each dimension

* changed vector load in kernel call

* removed extra space in CMake

* Move kernel implementation files under impl directory.

* Update examples paths.

* Update device kernel impl include paths.

* Update tensor operation instances include paths.

* Update profiler and tests include paths.

* Clang-format

* Update include paths for batched gemm reduce

* Refactor UnitTest ConvNDBwdWeight.

* Refactor fwd and bwd data convND UT.

* Fix used test macro.

* Fix include path.

* Fix include paths.

* Fix include paths in profiler and tests.

* Fix include paths.
Co-authored-by: Adam Osewski <aosewski@amd.com>

* Fix bug of profiler for layernorm

* 1. Rename layernorm into normalization
2. Decouple softmax from normalization

* clang-format

Co-authored-by: Adam Osewski <aosewski@amd.com>

2. shares the requantization lambda function with conv

* start split k

* add base device class

* add example after merge develop

* add gridwise gemm

* add b matrix split k

* split=1

* change name for kb

* not bias result right

* bias only add once

* fix register spill

* regular code

* add fp32 example

* fix for 64bit index

* fix CheckValidity of gridwise

* run branch once a day, with release and staging compilers

* add GetDockerImage in Clang stage

* apply the new triggers to the develop branch

* use another instance to check the efficiency

* optimize group layer norm

* 1. coalesce load/store data for gridwise layer norm welford. 2. move a sqrt and divison into a outer static loop

* add more instances to layernorm

* add 2 more test cases

* remove ignore in generating tuple of vector
Co-authored-by: Chao Liu <chao.liu2@amd.com>

* update cmake script

* update readme

* Update README.md

* add citation

* add images

* Update README.md

* update

* Update README.md

* Update CONTRIBUTORS.md

* Update README.md

* Update CITATION.cff

* Update README.md

* Update CITATION.cff

* update doc

* Update CONTRIBUTORS.md

* Update LICENSE

* update

* update cmake script

* update readme

* Update README.md

* add citation

* add images

* Update README.md

* update

* Update README.md

* Update CONTRIBUTORS.md

* Update README.md

* Update CITATION.cff

* Update README.md

* Update CITATION.cff

* update doc

* Update CONTRIBUTORS.md

* Update LICENSE

* update cmake script

* update readme

* Update README.md

* add citation

* add images

* Update README.md

* update

* Update README.md

* Update CONTRIBUTORS.md

* Update README.md

* Update CITATION.cff

* Update README.md

* Update CITATION.cff

* enable ccache and decouple it from MIOpen ccache use

* fix the ccache check script

* use another method to get server name

* fix syntax

* add quotes around the server name variable

* use check_host as function

* change syntax

* fix syntax

* test if server name is parsed correctly

* try different syntax

* check the env var value

* test new check node function

* add ROCMVERSION parameter and fix script syntax

* fix script syntax

* add missing instances of rocm version

* install ccache in the docker image

* do not check GPU in clang format stage, clean up old code

* update defaults and clean up

* add an option to select specific compiler commit

* change the logic of forcing building a docker

* add check for compiler commit in dockerfile

* compiler check syntax fix

* change compiler selection logic

* fix the new compiler build issue

* set new compiler as default, update dev-requirements

* fix jenkins syntax

* fix docker syntax

* get rid of hipcc.pl editing in jenkinsfile

* fix the hipcc.pl in both places

* try to fix the 10738 compiler linking bug

* fix syntax

* use dockerhub to store images

* use newer amd-stg-open commit as default

* fix device instance library to add all instances

* remove cppcheck from requirements.txt
Co-authored-by: Jun Liu <Liu.Jun@amd.com>
Co-authored-by: Chao Liu <chao.liu2@amd.com>