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* change to stable sort in nms implementations

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

* add third party dependencies to prototype datasets

* add test for Dataset.to_datapipe

* add missing annotation

* Add multi-type support on get_weight.

* Fix bug on method call.

* Adding logging suffix for QAT.

* Update wide_resnet101 accuracy values and path to improved model

* Fixed github link

* add FloReader datapipe

* add NumericBinaryReader

* revert unrelated change

* cleanup

* cleanup

* add comment for byte reversal

* use numpy after all

* appease mypy

* use .astype() with copy=False

* add docstring and cleanuo

* reuse current _read_flo and revert MNIST changes

* cleanup

* revert demonstration

* refactor

* cleanup

* add support for mutable memory

* add test

* add comments

* catch more exceptions

* fix mypy

* fix variable names

* hardcode flow sizes in test

* add fix dtype docstring

* expand comment on different reading modes

* add comment about files in update mode

* add tests for fromfile

* cleanup

* cleanup

Co-authored-by: Francisco Massa <fvsmassa@gmail.com>

Co-authored-by: Francisco Massa <fvsmassa@gmail.com>

* style: Added typing annotations

* style: Fixed lint

* style: Fixed typing

* chore: Updated mypy.ini

* style: Fixed typing

* chore: Updated mypy.ini

* style: Fixed typing compatibility with jit

* style: Fixed typing

* style: Fixed typing

* style: Fixed missing import

* style: Fixed typing of __iter__

* style: Fixed typing

* style: Fixed lint

* style: Finished typing

* style: ufmt the file

* style: Removed unnecessary typing

* style: Fixed typing of iterator
Co-authored-by: Philip Meier <github.pmeier@posteo.de>
Co-authored-by: Prabhat Roy <prabhatroy@fb.com>

* return features instead of vanilla tensors from prototype datasets

* fix tests

* remove inplace

* add explanation for __init_subclass__

* fix label for test split

* relax test

* remove pixels

* refactoring methods from MultiScaleRoIAlign

* Add new weights for MobileNetV3 Large.

* Update weights for ResNet101.

* Update weights for ResNet152.

* Update numbers of ResNet101 and ResNet152 with batch size 1.

* Adding new weights for ResNeXt101_32x8d

* Batch size 1 stats for ResNeXt101_32x8d

* Update weights for MobileNetV3 Large.

* Update weights for ResNeXt50.

* Fix merge issues.

* Updating the URLs to indicate the recipe config.

* Disable WeightEntry to pass-through `Weights.verify()`

* Rename `Weights.state_dict()` to `Weights.get_state_dict()`

* Add TODO for missing doc.

* Moving warning messages for googlenet.

* Upper-case global `_COMMON_META` var

* Replace argument with parameter in all warnings.

Closes #4905
Co-authored-by: Vasilis Vryniotis <datumbox@users.noreply.github.com>

* Add new weights for wide_resnet101_2 model

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

* add initial chunk of prototype transforms

* fix tests

* add error message

* fix more imports

* add explicit no-ops

* add test for no-ops

* cleanup

This reverts commit 85b78580.

* Start writing gallery example

* Remove the child image fix implementation add code

* add docs

* Apply suggestions from code review
Co-authored-by: Vasilis Vryniotis <datumbox@users.noreply.github.com>

* address review update thumbnail
Co-authored-by: Philip Meier <github.pmeier@posteo.de>
Co-authored-by: Vasilis Vryniotis <datumbox@users.noreply.github.com>

Description:
- Applied `contiguous` on decoded output tensor in decode_jpeg and decode_png ops
- Updated tests and docs

Related to #4880

* fix

* Outline Keypoints API

* Add utility

* make it work :)

* Fix optional type

* Add connectivity, fmassa's advice 😃



* Minor code improvement

* small fix

* fix implementation

* Add tests

* Fix tests

* Update colors

* Fix bug and test more robustly

* Add a comment, merge stuff

* Fix fmt

* Support single str for merging

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

Reverted folder.py back to using complete path to file for make_dataset and is_valid_file rather than just the filename (#4885)
Co-authored-by: Alexander Unnervik <alex.unnervik@idiap.ch>

* Adding multiweight support to SSDlite.

* Fixing lint and mypy issues.

* Adding size in the meta.

* Adding interpolation in meta.

* add test split for imagenet

* add infinite buffer size to shuffler

* remove unused imports

* update lsun

* Adding multiweight support to Keypoint RCNN.

* Fix linter.

* Updated wide_resnet50_2 model weights

* Update Accs with batch-size 1.

* Update checkpoint and accs.
Co-authored-by: Vasilis Vryniotis <datumbox@users.noreply.github.com>