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* [doc] add minimum input size for alexnet builder

* [doc] add minimum input size for vgg builder

* [doc] add minimum input size for squeezenet builder

* [doc] add minimum input size for densenet builder

* [doc] add minimum input size for inception_v3 builder

* [doc] add minimum input size for googlenet builder
Co-authored-by: Vasilis Vryniotis <datumbox@users.noreply.github.com>

* remove unused functions

* shut up annoying warnings via cast

* prabhat's comments

* Fixed clang format error
Co-authored-by: Prabhat Roy <prabhatroy@fb.com>

* Speed up keypoint and retina.

* Update keypoint expected file

* Speed up fasterrcnn_resnet50_fpn.

* Speed up maskrcnn_resnet50_fpn.

* Updating params to resolve flakiness.

* limit runs to those 4 tests

* Relaxing precision to resolve flakiness

* Undo test filtering

* Improve model parameterization on tests.

* Code review changes.

Co-authored-by: Nicolas Hug <nicolashug@fb.com>

* Fixed audio-video synchronisation problem in read_video() when using  as unit

* Addressed review comments

* Added unit test

Co-authored-by: Vasilis Vryniotis <datumbox@users.noreply.github.com>

* Fix a bug when trainable_layers == 0

* Fix same issue on ssd.

Co-authored-by: Philip Meier <github.pmeier@posteo.de>

Co-authored-by: Philip Meier <github.pmeier@posteo.de>

Co-authored-by: Philip Meier <github.pmeier@posteo.de>

Co-authored-by: Philip Meier <github.pmeier@posteo.de>

* Change leftover AutoNonVariableTypeMode class.

* Replace with InferenceMode

Co-authored-by: Philip Meier <github.pmeier@posteo.de>