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* validate examples in ctest runs

* format

* fix usage of check_err

* amend

* add example codes to custom target 'check'
Co-authored-by: Chao Liu <chao.liu2@amd.com>

* Add host API

* manually rebase on develop

* clean

* manually rebase on develop

* exclude tests from all target

* address review comments

* update client app name

* fix missing lib name

* clang-format update

* refactor

* refactor

* refactor

* refactor

* refactor

* fix test issue

* refactor

* refactor

* refactor

* upate cmake and readme
Co-authored-by: Chao Liu <chao.liu2@amd.com>

* manual control of MAC cluster for improved 2-wave performance

ensure setprio's order; ensure inner loop size >= local read size

synchronize when single mac cluster

* format

* use value field from ck::integral_constant

* roll out inter-wave loop scheduler to c-shuffle gemm variants

will gradually roll out to other applicable device ops when occasional reg spill is resolved

* additional comments

* format

* fix mismatch between inter-wave pipeline and interwave blockwise gemm

* address review feedback

* amend

* Suppress additional warnings for googltest.

* Rename file conv_fwd_util to conv_util.

* Update includes and ConvParams member access.

* Formatting.

* Change conv_fwd_util target to conv_util

* Fix compiler errors.

* Fix leftovers.
Co-authored-by: Adam Osewski <aosewski@amd.com>
Co-authored-by: Chao Liu <chao.liu2@amd.com>

* Turning compare warnings on

* Cleaning part I

* Cleaning part II

* Explicit static_cast to ck::type_convert

* Resolving large tensor size issue.

* format

* revert change to tensor descriptor; promote lementSpaceSize to 64bit

* use integer value for GEMM test

* Review remarks

* Review remarks + issues with (un)signed arithmetic

* Format fix

* Format

* Clang-format.

* fix 2gb limit issue
Co-authored-by: Chao Liu <chao.liu2@amd.com>
Co-authored-by: Adam Osewski <aosewski@amd.com>

* format

* improving pipeline

* fix typo

* format

* adding thread group

* adding thread group

* adding thread group

* adding gemm pipeline

* tweak

* refactor

* refactor

* add missing type convert

* refactor

* refactor

* refactor

* clean

* fix build

* refactor

* format

* clean up

* use remove_cvref_t

* clean

* clean up

* clean up

* clean up

* add performance test to jenkins pipeline

* fix typo

* fix the syntax in conv_fwd_util.cpp

* fix the error message syntax spacing

* fix the error message syntax spacing again

* run profile_gemm and archive results

* fix typo

* try to figure out the paths

* try to figure out the paths one more time

* skip the copying step

* build ckProfiler release only once

* change directory using dir

* fix dir syntax

* change the gemm parameters

* do not pipe script output to file

* try running ckProfiler directly

* fix typo

* use set +e

* run profile_gemm.sh || true

* run multiple gemms and parse results

* fix typo in jenkinsfile

* fix syntax

* add new gemm sizes, update scripts

* put all jenkins steps in original order
Co-authored-by: Chao Liu <chao.liu2@amd.com>
Co-authored-by: Chao Liu <lc.roy86@gmail.com>

* Use googletest for tests. Add conv2d_fwd UT.

* Add conv1D/3D to gtest UT.

* Fix: not duplicate test with CTest.

* Convert more tests to googltests.

* Fix: GIT_SHALLOW is not allowed for git commit hash.

* Clang-format

* use integer value for GEMM test
Co-authored-by: Adam Osewski <aosewski@amd.com>
Co-authored-by: Chao Liu <chao.liu2@amd.com>
Co-authored-by: Chao Liu <lc.roy86@gmail.com>

* [Experimental] Change to gemm+reduce and batched-gemm+reduce

* Use threadwise-reduce function to improve the gridwise_gemm_reduce_xdl_cshuffle kernel

* Tiny fix in device_batched_gemm_xdl.hpp

* clang-format library/src/utility/conv_fwd_util.cpp

* Add gfx90a CI stage

* upgrade to ROCm 5.1 and fix formatting

* pass by ref to avoid throwing away initialization results

* EOL CRLF -> LF

* add comments to batched_gemm

* formatting

* fix a typo in batched_gemm_documentation

* fix naming

* Convolution ND

* Code unification across dimensions for generating tensor descriptors.
* Example
* Instances

* Move convnd f32 instance file to comply with repo structure.

* Conv 1D tensor layouts.

* Formatting and use ReferenceConv

* Reference ConvFwd supporting 1D and 2D convolution.

* Debug printing TensorLayout name.

* Conv fwd 1D instance f32

* Refactor conv ND example.

Needed to support various conv dimensio.

Needed to support various conv dimensions

* Rename conv nd example director to prevent conflicts.

* Refactor some common utility to single file.

Plus some tests.

* Refactor GetHostTensorDescriptor + UT.

* Add 1D test case.

* Test reference convolution 1d/2d

* Remove some leftovers.

* Fix convolution example error for 1D

* Refactor test check errors utility function.

* Test Conv2D Fwd XDL

* More UT for 1D case.

* Parameterize input & weight initializers.

* Rename example to prevent conflicts.

* Split convnd instance into separate files for 1d/2d

* Address review comments.

* Fix data type for flops/gbytes calculations.

* Assign example number 11.

* 3D cases for convolution utility functions.

* 3D reference convolution.

* Add support for 3D convolution.

* Check for inputs bigger than  2GB.

* Formatting

* Support for bf16/f16/f32/i8 - conv instances + UT.

* Use check_err from test_util.hpp.

* Split convnd test into separate files for each dim.

* Fix data generation and use proper instances.

* Formatting

* Skip tensor initialization if not necessary.

* Fix CMakefiles.

* Remove redundant conv2d_fwd test.

* Lower problem size for conv3D UT.

* 3D case for convnd example.

* Remove leftovers after merge.

* Add Conv Specialization string to GetTypeString

* Skip instance causing numerical errors.

* Small fixes.

* Remove redundant includes.

* Fix namespace name error.

* Script for automatic testing and logging convolution fwd UTs

* Comment out numactl cmd.

* Refine weights initalization and relax rtol for fp16

* Move test_util.hpp to check_err.hpp

* Refine weights initalization and relax rtol for fp16

* Refactor common part of test conv utils.

* Move utility function to single common place.

* Add additional common functions to utility.

* Refactor convnd_fwd_xdl examples.

* Remove redundant files.
* Unify structure.

* Add constructor to ConvParams.

* And add input parameters validation.

* Modify conv examples to use single utility file.

* Remove check_error from host_tensor.hpp

* Get rid of check_indices function.

* Remove bf16_to_f32 function overload for scalars.

* Fix namespace.

* Add half_float::half for check_err.

* Fix conv params size in UT.

* Fix weights initialization for int8.

* Fix weights initialization for int8.

* Add type_convert when store output in ref conv 1D.

* Get back old conv2d_fwd_xdl operation.

* Silence conv debug print.

* format

* clean

* clean

* Fix merge.

* Fix namespace for check_err

* Formatting.

* Fix merge artifacts.

* Remove deleted header.

* Fix some includes and use ck::utils::check_err.

* Remove unused check_indices restored by previous merge.

* Fix namespaces after merge.

* Fix compilation error.

* Small fixes.

* Use common functions.
* Fix filename
* Fix namespaces.

* Fix merge artifact - retrieve removed by accident fun.

* Fix ConvForwardSpecialization.

* Working example of OpInstanceRunEngine for conv2dfwd UT.

* Adhere to coding style rules.

* Formatting and adhere to coding style rules.

* Fix merge artifacts.

* Utility for collecting conv fwd instances.

+ Plus commmon part for parsing cmdline params.

* Refactor FillUniform because of segfault for int8_t.

* Naming convention.

* Elegant version of device mem allocation.

* Use OpInstanceRunEngine in conv fwd nd tests.

* Multiple refinements.

* conditional init
* don't run reference op if not provided.

* Use OpInstanceRunEngine for ckProfiler conv_fwd

* Refactor common tensor fill function to separate file.

* Clean up unused functions.

* Support different init methods.

* Create CMake target for conv_fwd_util.

* Add header for profile_convnd_fwd.cpp

* Fix CMakefiles to link with conv_fwd_util where needed.

* Fix some clutter.
Co-authored-by: Adam Osewski <aosewski@amd.com>
Co-authored-by: Chao Liu <chao.liu2@amd.com>

* Fix clang-format filepath

* update docker and fix format