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This reverts commit 3bfdb427.

* minor clean up

* do same for ps_roialign
Co-authored-by: Francisco Massa <fvsmassa@gmail.com>

* docs for resize

* address comment: describe antialiasing

* Update URLS of detection models

* Empty commit after setting  read permission on S3
Co-authored-by: Francisco Massa <fvsmassa@gmail.com>

* remove some files

* Also remove entire packaging/conda folder
Co-authored-by: Francisco Massa <fvsmassa@gmail.com>

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

* trying stuff

* Put flags back?

* remove second one just to see

* It worked but it's because it's not built by CI. Trying another one

* Try using TORCH_CUDA_ARCH_LIST instead

* oops

* Add new env variable to build/script_env

* set TORCH_CUDA_ARCH_LIST for the rest of the CUDA versions

* don't pass NVCC_FLAGS venv to conda, let's see if it works
Co-authored-by: Francisco Massa <fvsmassa@gmail.com>

* start adding tests

* add return type and doc

* adds tests

* add no fill tests

* add rgb test

* check inplace

* bug fix

* bug fix

* rewrite make grid

* add plotting demos

* rename file

* remove

* updt

* Add viz

* updt

* update readme, add links

* complte bounding boxes

* Complete the examples!

* link fix

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

* add tests for (Dataset|Image)Folder

* lint

* remove old tests

* cleanup

* more cleanup

* adapt tests

* fix make_dataset

* remove powerset

* readd import

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

* [iOS] added workflows for libtorchvision_ops.a binary build

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

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

* Add quantized version of nms

* Added tests

* Compute areas only once

* remove calls to dequantize_val

* fix return type for empty tensor

* flake8

* remove use of scale as it gets cancelled out

* simpler int convertion in tests

* explicitly set ovr to double

* add tests for more values of scale and zero_point

* comment about underflow

* remove unnecessary accessor

* properly convert to float for division

* Add comments about underflow

* explicitely cast coordinates to float to allow vectorization

* clang

* clang  again

* hopefully OK now

Signed-off-by: Eli Uriegas <eliuriegas@fb.com>

* multithreading allowed in stream codec context

* numThreads is passed as a decoder parameter. At this stage code should be unchanged

* enabling multithreading in videoReader API

* moving defaults to header files

* replace long with int64_t because torchscript

* docstring for Num threads

* Enable codec-related heuristics as defaults

* Update torchvision/csrc/io/decoder/stream.cpp
Co-authored-by: Vasilis Vryniotis <datumbox@users.noreply.github.com>

* Fixing build errors

* minor docs

* Linting

* updating defaults for the C++ function calls to be single threaded

* adding special case for single threaded stuff
Co-authored-by: Vasilis Vryniotis <datumbox@users.noreply.github.com>
Co-authored-by: Francisco Massa <fvsmassa@gmail.com>

* add tests for MNIST and variants

* remove old tests and fakedata generation

* fix default config detection for if dataset has variable keywords

* use split="mnist" as default for EMNIST

* fix QMNIST tests

* lint

* fix special kwargs detection

* Revert "use split="mnist" as default for EMNIST"

This reverts commit 62c9b23597f4a391cad409cbd93edac1b3474acf.

* fix tests

* fix QMNIST test case name

* remove dead code from test

* Revert "remove old tests and fakedata generation"

This reverts commit a285b97c4827566a5bc06c288f5bba8d614a4f7a.

* remove old tests

* readd removed import

* factor out find_classes

* use find_classes in video datasets

* adapt old tests

* add draw segm masks

* rewrites with new api

* fix flaky colors

* fix resize bug

* resize for sanity

* cleanup

* project the image

* Minor refactor to adopt num classes

* add uint8 in docstring

* adds alpha and docstring

* move code a bit down

* Minor fix

* fix type check

* Fixing resize bug.

* Fix type of alpha.

* Remove unnecessary RGBA conversions.

* update docs to supported only rgb

* minor edits

* adds tests

* shifts masks up

* change tests and impelementation for bool

* change mode to L

* convert to float

* fixes docs
Co-authored-by: Vasilis Vryniotis <datumbox@users.noreply.github.com>
Co-authored-by: Vasilis Vryniotis <vvryniotis@fb.com>
Co-authored-by: Francisco Massa <fvsmassa@gmail.com>

* add ROCm binary wheels

* fix lint error
Co-authored-by: Eli Uriegas <1700823+seemethere@users.noreply.github.com>
Co-authored-by: Francisco Massa <fvsmassa@gmail.com>

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

* added .item() for target inside getitem

* changed fakedataset's expected return type
Co-authored-by: Vasilis Vryniotis <datumbox@users.noreply.github.com>

Co-authored-by: urmi22 <debjanimazumder22@example.com>
Co-authored-by: Vasilis Vryniotis <datumbox@users.noreply.github.com>

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

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

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

* Put internet tests in single file

* adding the file

* edit contirbuting guide

* restore videoapi test

* remove caching from (Fashion|K)?MNIST

* remove unnecessary lazy import

* remove false check of binaries against the md5 of archives

* remove caching from EMNIST

* remove caching from QMNIST

* lint

* fix EMNIST

* streamline QMNIST download

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

* New test for widerface

* linting

* create all 3 folders irrespective of split

* Create different number of images for each split
Co-authored-by: Francisco Massa <fvsmassa@gmail.com>

* generalize extract_archive

* [test] re-enable extraction tests on windows

* add tests for detect_file_type

* add error messages to detect_file_type

* Revert "[test] re-enable extraction tests on windows"

This reverts commit 7fafebb0f6b4c49bd72c4b5e0a0b4b8c432bce57.

* add utility functions for better mock call checking

* add tests for decompress

* simplify logic by using pathlib

* lint

* Apply suggestions from code review
Co-authored-by: Francisco Massa <fvsmassa@gmail.com>

* make decompress private

* remove unnecessary checks

* add error message

* fix mocking

* add remaining tests

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

* use head request for redirects

* remove requests dependency

* [android] gradle wrapper

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* [android] publishing to maven central

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Co-authored-by: Ivan Kobzarev <ivankobzarev@fb.com>