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* [Fix] Fix the calculation error of out_w in MaskedConv2dFunction (#2264)

* [Fix] Fix two intergers can not use / operator in torch1.6

* should not use kernel_h when calculates out_w

* [Docs] Fix some mistakes in data_process.md (#2283)

* correction

* correction en docs
Co-authored-by: yxzhao <33384732+yxzhao2022@users.noreply.github.com>

* Add support of TorchVision's Model Registration API.

* fix linter

* formatting with yapf

* modified code for using ROCm backened within the PyTorch framework

* added hip runtime header

* flake8 linting fix

* Fix typehint

* minor fix

* minor fix

* minor fix
Co-authored-by: zhouzaida <zhouzaida@163.com>

* [Docs] Add zhihu articles

* add OpenMMLabCourse link

* fix typo

* [Feature] Support RoipointPool3d with cambricon MLU backend

* [Feature] Support RoipointPool3d with cambricon MLU backend

* [Feature] Support RoipointPool3d with cambricon MLU backend

* [Feature] Support RoipointPool3d with cambricon MLU backend

* [Feature] Support RoipointPool3d with cambricon MLU backend

the lack of colon(:)

* [Feature] Support DeformRoiPool with cambricon MLU backend

* [Fix] Remove use of std library

* [Fix] Correct the error information

* [Refactor] Refactor test deform_roi_pool code

* [Fix] Fix judgment error

* [Fix] Modify the large tensor check
Co-authored-by: budefei <budefei@cambricon.com>

* [Feature] Support MaskedConv2d with cambricon MLU backend

* [Refactor] Refactor test masked_conv2d code
Co-authored-by: budefei <budefei@cambricon.com>

* [Fix] roi_align_rotated codes

* [Fix]: fix code style

* [Fix]: fix code style

* [Fix]: fix code style

* [Fix] Path mapping only once in storage backends

* Fix lint
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* [Feature] Support CARAFE with Cambricon MLU backend

* [Docs] Add comments for common funtions

* [Test] Add allclose test for carafe

* Remove print
Co-authored-by: zcyKTH <zcy19950525@gmail.com>
Co-authored-by: budefei <budefei@cambricon.com>

* support different border_mode in imrotate

* fix docstring

* small fix

* reorder the border_mode arg in imrotate

* fix lint

* polish docstring

* polish docstring

* Support Parrots extension for op ChamferDistance

* Fix lint

* Adapt op backward error of IntTensor for parrots

* Fix Lint

* Fix gradient cumulative optimizer when resuming

* add unit test

* fix tensors on different device

* fix lint

* Update mmcv/ops/multi_scale_deform_attn.py
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* add 'backend' for ColorJitter related functions

* add unittest

* fix unittest

* add bgr transpose and revise ut

* update unittest

* revise docstring

* [Fix] Fix add_graph function of PaviLoggerHook.

* Fix circular reference error.

* Add comments.

* modify partial_args default to empty dict.

* Add warnning for add_graph and img_key parameter.

* [Feature] Support setting start epoch and interval epoch for PAVI Logger Hook

* [Feature] Update the coding style as the maintainer wish

* fix: default integer division or modulo by zero

* fix: runner.epoch is less than start and use self.get_epoch instead of runner.epoch

* feat: support for iter-based runner and fix the step bug

* feat: iter based hook

* feat: fix bug and coding style

* fix: coding style

* fix: coding style

* fix: graph may add in evaluation

* support prroipooling

* fix build bug

* fix bug of precision

* fix lint

* add ut

* add license and citation

* polish op and add type hint

* refactor ut

* add docstring for prroipool

* polish code

* format cu and cuh code

* fix format

* fix format

* fix typo
Co-authored-by: zhouzaida <zhouzaida@163.com>
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* add mps bbox overlap

* format

* update document and manifest

* update readme

* Add default dir_name and make non-absolute dir_name relative to runner.work_dir

* Add log message and change default dir name

* [Docs] Fix sphinx markdown tables version

* fix markdown version

* bump version to v1.6.0

* minor fix