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Add a callable C++ API to migraphx

Designed to allow a user to format the values needed for the json_string: migraphx::operation("reduce_mean", "{axes : [%i, %i, %i, %i]}", axes[0], axes[1], axes[2], axes[3]) instead of needing to use string concat or stringstream

Add forward compatibility support for compile options 

make file_options struct an opaque object for ABI compatibility, uses make generate to auto-generate and includes  modified tests.
Co-authored-by: Paul Fultz II <pfultz2@yahoo.com>

Add Loop operator for opset version 13.
Notes: 1) Default max iteration number is 10 if no max iteration number is provided
2) To change the max iter number, a user can set the max_loop_iterations in the onnx_option struct when parsing a model.
3) The returned shape of the scan output is from the max_loop_iterations even the actual loop num is less than that. This issue also applies to other operators like NonZero and NonMaxSuppression. A issue #948 is created to track this and to be resolved later.
Co-authored-by: Paul <pfultz2@yahoo.com>
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* fix relu6

* add more transposes

* add parse_tf calls

* progress on multi_outputs

* formatting

* add multi output test

* add comment and update migraphx.py

* fix compile

* formatting

* update tools/api

* formatting

* fix function call

* fix generate

* simplify tests

* formatting

* rename tests

* enclose braces

* add more tests

* update comments

* rename file and add default param

* formatting

* fix tidy and change type

* formatting older files
Co-authored-by: Paul Fultz II <pfultz2@yahoo.com>

* add an api get_main_module

* clang format

* modify onnx unit test for module

* clang format

* refactor ops unit test with the get_main_module

* clang format

* code backup

* clang format

* refine module c api

* add python api for module

* clang format

* fix a python api issue

* clang format

* fix cppcheck error

* clang format

* refine unit tests changes

* clang format

* defer some changes to later PRs

* change return of get_main_module from ref to pointer

* clang format

* add unit tests for the get_main_module_api

* clang format

* fix cppcheck error

* clang format

* add more unit tests for more code change coverage

* clang format

* fix unit test

* clang format

* code change for more code coverage

* Add option to no generate a destroy method

* Formatting

* fix some review comments

* clang format

* fix review comments

* clang format

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

* Add option to no generate a destroy method

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

* code backup

* clang format

* add the python api for op construction

* clang format

* add converting a json string to a value and then pass to make_op

* fix a build error

* support kwargs decoder

* clang format

* code backup

* clang format

* temp code backup

* clang format

* temp code backup

* convert input string to the json format

* clang format

* remove unnecessary code

* fix review comments

* clang format

* add a comment

* add unit tests

* clang format

* fix cppcheck error

* fix review comments

* clang format

* rename two files

* refine an error report

* clang format

* remove unnecessary code

* fix a review comments

* add convert_to_json unit tests

* clang format

* fix cppcheck error

* fix cppcheck error

* add more unit tests

* clang format

* fix clang tidy error

* clang format

* fixed an test failure

* fix cppcheck error

* fix a bug

* fix cppcheck error

* fix jenkins build error

* fix a jenkin build error by wrap up string

* clang format

* another try

* clang format

* fix jenkins build error

* clang format

* remove unnecessary code

* fix review comments

* fix cppcheck error

* fix review comments
Co-authored-by: Paul Fultz II <pfultz2@yahoo.com>

* Add save/load functions

* Formatting

* Add loading and saving to the driver

* Formatting

* Add return

* Serialize the context with the program

* Formatting

* Add python API

* Formatting

* Add c/c++ apis

* Formatting

* Add tests

* Formatting

* Fix tidy error

* Fix python doc

* Restore python code

* Add function name to errors

* Formatting

* Use lvalue for writing

* Serialize context

* Fix convolution and pooling operator for miopen

* Formatting

* Add const ref

* Set target name to gpu

* Add target tests

* Formatting

* Move register target to cpp file

* Fix target test

* Use make_target in driver

* Formatting

* Use make_target for the API

* Formatting

* Add cpu include

* Increase timeout

* Add more tests

* Formatting
Co-authored-by: Shucai Xiao <shucai.xiao@amd.com>
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* add quantization_fp16 c api

* clang format

* add quantization c api

* clang format

* backup code for add_c_api of quantization

* add c/c++ api for the quantization

* clang format

* fix a cppcheck error

* fix cpp check error

* add unit test for quantization apis

* clang format

* fix cppcheck error

* clang format

* refine unit tests to cover more code changes

* clang format

* refine unit tests for more code change coverage

* add an op_names class

* clang format

* refine a unit test for more code change coverage

* code backup

* clang format

* remove unnecessary code

* fix review comments

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

* Add more constructor to C api for shape

* Formatting

* Fix template file

* Add support for passing null pointers for empy vectors

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

* python api support scalar argument

* clang format

* add unit test for the scalar type

* clang format

* update to include numpy

* fix package issue

* fix package issue

* fixed review comments

* resolve review comments

* remove unnecessary changes

* refine a unit test for beter coverage

* clang format

* refine unit tests to cover code change

* clang format

* change unit test

* refine tests

* refine unit test

* clang format

* refine unit test

* fix a dockerfile error

* fix bug

* scalar shape support in c++ api

* clang format

* fix cppcheck error

* fix possible errors

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

* refine slice implementation

* clang format

* fix cppcheck error

* clang format

* change parse operator function signature

* clang format

* add parsing the split operator

* clang format

* add parsing split operator

* make squeeze/unsqueeze inputs to standard shape

* fix a bug in parsing slice

* change parsing pad to support opset 11 definition

* clang format

* add unit tests for the split operator

* clang format

* fix cppcheck error

* clang format

* update tests for multiple program outputs

* clang format

* fix cppcheck error

* clang format

* refine an error message

* add unit tests for the pad operator

* clang format

* add unit tests for slice operator

* clang format

* fix review comments

* fix cppcheck error

* add the numpy package in the Dockerfile

* add c api for onnx options

* clang format

* change c/c++ and python apis related to parse_onnx option change

* clang format

* fixed a bug

* fix a bug

* add fix bugs in cpp api

* fix bugs in c api for onnx_options

* clang format

* add unit tests

* clang format

* add missing onnx file

* add more unit test for dynamic input shape support

* clang format

* fix cppcheck error

* fix cppcheck error

* fix cppcheck error

* clang format

* fix cppcheck error

* clang format

* code change to resolve the segmentation problem

* clang format

* change the api

* clang format

* fixed a unit test error

* fix cppcheck error

* clang format

* fixed a cppcheck error

* fix review comments

* 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

* Add nolint

* Try fix formatting

* Formatting

* formatting

* formatting

* Fix formatting
Co-authored-by: Shucai Xiao <shucai.xiao@amd.com>
Co-authored-by: kahmed10 <15948690+kahmed10@users.noreply.github.com>