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MIGraphX verification by default uses normalized RMS error as the basis for the verification.  This change adds some logic to allow migraphx to do "np.allclose" type of elementwise verification using atol and rtol.

Commit also includes changes to consistently pass "gold" or "expected" results as the second argument for "verify_range()" calls.  Default RMS tolerance inside driver is set to 0.001 which IMO is high for FP32 compared to what we had earlier. Need better defaults

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.

* 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

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* Add verify test suite

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* Add initial test programs

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* Add rnn tests

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* Validate gpu

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* Remove old gpu tests

* Fix gpu tests

* Fix ref error

* Fix tidy issues

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* 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

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* Add verification to driver

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* Remove early return

* Use block_size 256

* Vectorize the kernel

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* Convert to vector type

* Add layernorm tests

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* Refactor layernorm to run both algos

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* Fix compile error

* Fix tidy warnings

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* Add layernorm function

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* Fix bug in eliminate_concat with negative axis

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* Fix unused parameter

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

* Add initial api

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* Add more api

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* Add auto api generation

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* Fix some compilation errors

* Change handle struct

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* Fix reamining compilation errors

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* Simplify using ctype

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* Initial c++ generation

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* Add C++header

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* Add test

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* Add initial tests

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* Try to fix formatting

* Cleanup formatting

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* Fix constructors on the same line

* Fix tests

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* Fix tidy issues

* Fix tidy issues

* Fix naming issue

* Add onnx API to parse buffer

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* Add arguments api

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* Fix verify parameters

* Fix cppcheck issues

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* Add method to get output shapes and bytes

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* Try formatting

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* Improve the test coverage

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* Add print method

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* 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

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* 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>