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[Example] U-Net Image Segmentation

Add contiguous to flatten inputs

* gemm_test_workign

clang_formatting

tests passing

clang formatting

look for beta not equal to one

* make_use of broadcastable_binary_op

clang formatting

* make use of common_op

clang formatting

* move transposes after multiplication

clang formatting

fix transpose

formatting

fix cpp check

foramtting

* fix parsing conditions and ci fails

* Add operators, refactor parsers, add rewrite passes, add tests

* Formatting

* Fix cppcheck

* Review comments

* Formatting

* Combine rewrite passes

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* Add ref implementations

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* Review comments

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* Tidy warnings

* Apply review comments

* Formatting

* Fix CI error

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* Increase code coverage

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* Move broadcasting of scales and zero points to onnx parser

* Formatting

* Allow for x and zero_point to have different types in quantizelinear; fix zero_point default type

* Formatting

* Increase code coverage

* Formatting

* Switch certain variables to int64_t

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* Fix overflow in implicit constant conversion

* Formatting

* Increase code coverage

* Formatting

* Remove operators.hpp from includes in tf_test.cpp

* Formatting

* Add conversion for int32 input to quantizelinear and add test case; remove operators.hpp from onnx_test.cpp includes

* Formatting

* Switch dequantizelinear math from int32 to float

* Formatting

* Remove changes to operators.hpp

* Simplify apply_quantizelinear

* Formatting

* Add verify test for int32 data

* Add rewrite_quantization back to CMakeLists

* Fix bug when using --continue in the tests

* Formatting

* Unify device_name function

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

* Add build for ubuntu 20.04

* Fix ambiguous overload resolution with stream

* Fix warning

* Capture by value

* Format

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

* Add implicit type conversion for broadcastable operators

* Formatting

* Fix warnings

* Add initial scan operator

* Formatting

* Fix with a working test

* Fix bugs

* Formatting

* Formatting

* Simplify

* Formatting

* Use non-power of 2 for test

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

* Add preallocate method

* Add preallocate_param pass

* Preallocate buffers on the cpu

* Formatting

* Preallocate on the gpu

* Add missing cpp file

* Formatting

* Add lifetime function

* Formatting

* Always allocate

* Fix tidy warning

* Add const

* Add missing lifetime annotations
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>

* Improve handling of exceptions in test driver

* Formatting

* Auto print exception

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* Fork each test case

* Formatting

* Exclude gcc 5 debug build

* Fix tidy issues

* Add color

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* Create driver class

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* Customize test_case names

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* Report status from forked processes

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* Update the verify driver

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* Print out failed tests

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* Fix tidy issues

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* Expect passing

* Improve failure reporting on non-linux systems

* Fix ifdef

* Flush code code cov

* Formatting

* Fix tidy

* Check if weak symbols is linked

* Formatting

* Add continue flag

* Formatting

* Set exe name

* Use stringstream and use quotes
Co-authored-by: mvermeulen <5479696+mvermeulen@users.noreply.github.com>