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Fixes #1595

* Enable non-standard shape
* Use perfdb for non xdlops
* Fix transpose+broadcast strides
Co-authored-by: jungpark-mlir <jungwook.park@amd.com>

Updated each source file in the repo with the existing license.

Allows --fp16 to be used in the driver to compare the target fp16 result and the ref fp32 result.

* add an api get_main_module

* clang format

* modify onnx unit test for module

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* refactor ops unit test with the get_main_module

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* code backup

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* refine module c api

* add python api for module

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* fix a python api issue

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* fix cppcheck error

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* refine unit tests changes

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* code backup

* code backup

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* defer some changes to later PRs

* change return of get_main_module from ref to pointer

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* add unit tests for the get_main_module_api

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* fix cppcheck error

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* fix cppcheck error

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* add more unit tests for more code change coverage

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* fixed a unit test error

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* fix unit test

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* code backup

* code change for more code coverage

* change program to module in various passes and matcher

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* modify the pass API

* code backup

* code backup

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* code backup

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* Add option to no generate a destroy method

* Formatting

* fix some review comments

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* fix review comments

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* code backup

* code backup

* clang format

* fix cppcheck errors

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* fix build errors

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* modify gpu unit tests to using module

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* fix cppcheck error

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* Add flag to enable cpu backend

* Make buffers shared

* Enable optimizations

* Formatting

* fix review comments

* code backup

* clang format

* code backup

* clang format

* fix a bug related to a unit test

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* fix a build error

* remove unnecessary code

* remove unnecessary files

* code backup

* clang format

* remove the compile function from the module class

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* remove the context parameter from the from_value method of the module class

* code refinement

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* merge changes from develop branch

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* fix cppcheck error

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* fix a build error

* fixed a merge error

* fix cppcheck error

* fixed review comments

* clang format

* fix cppcheck error

* fix a cppcheck error

* fix cppcheck error

* fix build error caused by merge

* Add missing has_op function

* Formatting

* merge changes from develop branch

* fix a cppcheck error

* fixed some review comments

* clang format

* remove the begin/end function of the program class

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* refine code and fix cppcheck error

* clang format

* fix review comments

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* fix review comments

* clang format

* add unit tests for more code coverage

* clang format

* fix review comments

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* fix review comments

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* fix a build error in debug mode

* clang format
Co-authored-by: Paul <pfultz2@yahoo.com>

* code backup

* clang format

* change corresponding tool files

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Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* Add all_targets cmake target

* Rename target

* Add ref target

* Rename tests

* Refactor compiler target

* Formatting

* Verify for every target

* Formatting

* Add verify test suite

* Formatting

* Add initial test programs

* Formatting

* Add rnn tests

* Formatting

* Validate gpu

* Formatting

* Remove old gpu tests

* Fix gpu tests

* Fix ref error

* Fix tidy issues

* Formatting

* Tidy fixes

* Fix header in python api

* Rename to ref

* Use ref in verify_onnx

* Fix tidy issue

* Build with verbose on

* Fix typo

* Remove verbose

* rename some cpu prefix to ref
Co-authored-by: Shucai Xiao <Shucai.Xiao@amd.com>

* Use increment instead of division to compute register offset

* Formatting

* Limit layernorm to 1024 elements

* Formatting

* Add verification to driver

* Formatting

* Remove early return

* Use block_size 256

* Vectorize the kernel

* Formatting

* Convert to vector type

* Add layernorm tests

* Formatting

* Formatting

* Refactor layernorm to run both algos

* Formatting

* Fix compile error

* Fix tidy warnings

* Formatting

* Add layernorm function

* Formatting

* Fix bug in eliminate_concat with negative axis

* Formatting

* Fix unused parameter

* Formatting
Co-authored-by: Shucai Xiao <shucai.xiao@amd.com>

* code changes for small bugs

* clang format

* remove standard shape requirement for transpose.

* add a unit test

* clang format
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* Add initial api

* Formatting

* Add more api

* Formatting

* Add auto api generation

* Formatting

* Fix some compilation errors

* Change handle struct

* Formatting

* Fix reamining compilation errors

* Formatting

* Simplify using ctype

* Formatting

* Initial c++ generation

* Formatting

* Add C++header

* Formatting

* Add test

* Formatting

* Add initial tests

* Formatting

* Try to fix formatting

* Cleanup formatting

* Formatting

* Fix constructors on the same line

* Fix tests

* Formatting

* Fix tidy issues

* Fix tidy issues

* Fix naming issue

* Add onnx API to parse buffer

* Formatting

* Add arguments api

* Formatting

* Fix verify parameters

* Fix cppcheck issues

* Formatting

* Add method to get output shapes and bytes

* Formatting

* Try formatting

* Formatting

* Improve the test coverage

* Formatting

* Add print method

* Formatting

* Fix cppcheck issue

* Fix package dependency

* change migraphx api to support multiple program outputs

* clang format

* change api implementation

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* fix a build error

* change api for correct automatic generation

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* Add nolint

* Try fix formatting

* Formatting

* formatting

* formatting

* Fix formatting

* code cleanup

* clang format

* fix cppcheck error

* fix review comments

* clang format
Co-authored-by: Paul Fultz II <pfultz2@yahoo.com>
Co-authored-by: kahmed10 <15948690+kahmed10@users.noreply.github.com>