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Co-authored-by: vfdev <vfdev.5@gmail.com>
Co-authored-by: Philip Meier <github.pmeier@posteo.de>

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

Co-authored-by: vfdev-5 <vfdev.5@gmail.com>

Co-authored-by: Nicolas Hug <nh.nicolas.hug@gmail.com>

Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>

Co-authored-by: vfdev <vfdev.5@gmail.com>

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

Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
Co-authored-by: vfdev-5 <vfdev.5@gmail.com>

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

Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>

* improve prototype GPU CI config

* consolidate CPU and GPU prototype workflows

* [REVERTME] deactivate other CI

* syntax

* fix name

* fix echo mutex

* style

* fix runner

* add jobname

* run all prototype tests

* fix mutex echo

* cleanup

* Revert "[REVERTME] deactivate other CI"

This reverts commit c931ff2c27bbc2b04324b777ae39a6fc25e50b8a.

* remove old workflows

* use free GHA runner for CPU tests

* Revert "use free GHA runner for CPU tests"

This reverts commit a209b31387d9d14bc6446743587db244bccc2106.

* [REVERTME] turn warnings into errors

* try fix test warnings

* fix module import in tests

* revert

* int -> float

* [REVERTME] why do we have to mark as safe?

* rename features._Feature to datapoints.Datapoint

* _Datapoint to Datapoint

* move is_simple_tensor to transforms.utils

* fix CI

* move Datapoint out of public namespace

* expose some prototype transforms utils

* rename _isinstance

* Clean up `_get_inverse_affine_matrix` and `_compute_affine_output_size`

* Optimize `_apply_grid_transform`

* Cleanup `_assert_grid_transform_inputs`

* Fix bugs on `_pad_with_scalar_fill` & `crop_mask` and port `crop_image_tensor`

* Call directly `_pad_with_scalar_fill`

* Fix linter

* Clean up `center_crop_image_tensor`

* Fix comments.

* Fixing rounding issues.

* Bumping tolerance for rotate which is unrelated to this PR.

* Fix tolerance threshold for RandomPerspective.

* Clean up `_affine_grid` and `affine_image_tensor`

* Clean up `rotate_image_tensor`

* Fixing linter

* Address code-review comments.

* fix prototype transforms tests with set agg_method

* use individual tolerances

* refactor PIL reference test

* increase tolerance for elastic_mask

* fix autocontrast tolerances

* increase tolerance for RandomAutocontrast

* Performance optimization for autocontrast

* Fixing tests

* add a signature consistency tests for v1 vs. v2 dispatchers

* temporarily increase test verbosity

* Revert "temporarily increase test verbosity"

This reverts commit 468c73f727af8dde8a2a3cc3063fd64923c50f63.

* fix test to allow annotation deviations

* fill <-> center for rotate

* ignore annotation changes for center / translate in rotate / affine

* replace tensor division with scalar division and tensor multiplication

* fix consistency test tolerances

* Change random generator for ColorJitter.

* Move `_convert_fill_arg` from runtime to constructor.

* Remove unnecessary TypeVars.

* Remove unnecessary casts

* Update comments.

* Minor code-quality changes on Geometical Transforms.

* Fixing linter and other minor fixes.

* Change mitigation for mypy.`

* Fixing the tests.

* Fixing the tests.

* Fix linter

* Restore dict copy.

* Handling of defaultdicts

* restore int idiom

* Update todo

* add KernelInfo

* split dtype and device consistency tests

* add proper support for video

* fix tests and add DispatcherInfo

* add aliases

* cleanup

* fix typo