GitLab

Renames deconvolution -> convolution_backwards to be more consistent with the literature
Note: this is not the cross-correlation operator (which is the adjoint of convolution). This is technically a standard convolution operator combined with an upsampling operator rather than a downsampling operator.
Adds unit tests for the padding, strides, dilations, and other op attributes.
Throws on auto_pad attribute since it has not been implemented
Previously it read the attribute and set it but then did nothing with it
Extended for dynamic shapes
Does not support using asymmetric padding (padding_L != padding_R) and output_shape with dynamic shapes.

Removes use_dynamic_same_auto_pad
Change padding_mode to be used for dynamic padding
Move compute_padded_shape to pad_calc.cpp as it will be used in other dynamic padding cases
Fix same_lower compute_padded_shape bug and add a test.

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

* Load op when serializing

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* Add missing clip field

* Use make_op almost everywhere

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* More make ops for rnns

* Get rid of spaces

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* Remove operators headers

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* Remove unused op headers

* Increase line threshold

* Refactor onnx_parser class

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* Add op_parser

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* Remove old onnx drivers

* Use file GLOB

* Parse arg ops

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* Add pooling

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* Add parse_natchnorm

* Add more operators

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* Add more operators

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* Add more operators

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* Add more operators

* Add rnn operators

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* Fix tidy issues

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* Add back missing param

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* Fix shadow variable

* Fix shadow in declaration

* Make global constant

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* Add generic op

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* Add binary op

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* Add variadiac op

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* Remove unused fields and functions

* Set default values

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* Remove unused member variable

* Add add literal overload

* Use info.add_literal

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* Call add_instruction through info class

* Fix tidy issues

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