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Updated all raw asserts to corresponding unittest.TestCase.assert. See #1483

* Make crop torchscriptable

Relevant #1375

* Invert x and y axis

* fix lint

* Add crop test

* revert deletion of space in functional

* add import random

* add dimension in doc

* add import

* fix flake8

* change to self.assert*

* convert to uint8

* assertTrue

* lint

* doc-build fixed

* deprecation fixes

* deprecation updates

Updated all raw asserts to corresponding unittest.TestCase.assert. See #1483

Updated all raw asserts to corresponding unittest.TestCase.assert. See #1483

* Try enabling Windows CUDA CI

* Cleanups

* Attempt 1

* Attempt 2

* Re-enable other tests

* onnx esport faster rcnn

* test

* address PR comments

* revert unbind workaround

* disable tests for older versions of pytorch

Updated all raw asserts to corresponding unittest.TestCase.assert. See #1483

This reverts commit 1e857d93.

* test: Updated assert in test_transforms

Updated all raw asserts to corresponding unittest.TestCase.assert. See #1483

* test: Fixed linter on test_transforms

* added correctness tests for classification models
* refactored tests for extensibility & usability
* flake8 fixes

* Try fix Windows CircleCI

* Try conda init first

* Use newer orb

* Switch to push-based nightlies.

See https://github.com/pytorch/pytorch/issues/26817

Signed-off-by: Edward Z. Yang <ezyang@fb.com>

* disable merge
Signed-off-by: Edward Z. Yang <ezyang@fb.com>

* fixup
Signed-off-by: Edward Z. Yang <ezyang@fb.com>

* vflip and hflip tensor

* vflip and hflip tensor

* changes made

* lint

* lint

* lint failing

* added PSRoiAlign and PSRoiPool with C++ autograd and torch ops

* fixed linter errors

* fixed linter errors 2

* fixed linter errors 3

* Use PyTorch 1.3 for CI

* Try fixing TravisCI

* Revert rebase to master to old state

* Try pinning lastest anaconda that was working, there was a new package out yesterday that might have breaken up things

* Try removing conda update conda

* Handle corrupted video headers in io

* Catch exceptions while decoding partly-corrupted files

* Add more tests

* Support Exporting RPN to ONNX

* address PR comments

* fix cat

* add flatten

* replace cat by stack

* update test to run only on rpn module

* use tolerate_small_mismatch

* extend video reader to support fast video probing

* fix c++ lint

* small fix

* allow to accept input video of type torch.Tensor

* Changes for 0.4.1

* Fix upload scripts

Revert "Change all torch::nn::init::Nonlinearity::{name} and torch::nn::init::FanMode::{name} to torch::k{name} (#1394)" (#1428)

This reverts commit 8c3cea7f.

* Fix DeprecationWarning for collections.Iterable import

* Simplify version comparison

* Fix hmdb51.py typo

* Fix ucf101.py typo

* Support Exporting MultiScaleRoiAlign to ONNX

* remove cast

* fix dtype

* move cast

* move sampler into TV core. Update UniformClipSampler

* Fix reference training script

* Skip test if pyav not available

* change interpolation from round() to floor() as round(0.5) behaves differently between py2 and py3

Fix reference training script for Mask R-CNN for PyTorch 1.2 (during evaluation after epoch, mask datatype became bool, pycocotools expects uint8) (#1413)

* add metadata to video dataset classes. bug fix. more robustness

* query video backend within VideoClips class

* Fix tests

* Fix lint

* Temporary fix for CI

* Missing install