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* [Fix] Fix the cast_tensor_type when the type of inputs is not the same as src_type

* Add note

* improve comments

* Add decay to cyclic LR

* Simplify tests

* Fix error in tests

* fix cyclic lr

* add weight decay CyclicLrUpdate test

* Update mmcv/runner/hooks/lr_updater.py

update docstring
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* update CyclicLrUpdater unit test

* add comments to CyclicLrUpdaterHook

* fix CyclicLrUpdater. Support peak_lr decay when target[0] < 1

* add momentum decay to CyclicMomentumUpdater

* update momentum unit test

* Fix CyclicMomentum comment

Fix CyclicMomentum comment
Co-authored-by: Dmytro Panchenko <panchenkodmytry@gmail.com>
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* fix the scatter when input is cpu

* Update _functions.py

Add spaces to comply with the code specification

* add unittests

* add a blank line

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

* [Fix] align hsigmoid with pytorch official

* [Fix] add warnings for Hsigmoid

* [Fix] fix format

* [Fix] add unittest

* [Fix] fix docstring

* [Fix] fix loggerhooks docstring

* [Fix] fix some details

* [Fix] fix docstring

* [Fix] fix docstring

* [Fix] fix docstring

* [Fix] add docstring

* fix momentum updater typo bug

* Add unit test for 'constant', 'linear' and 'exp' momentum warmup policy

* add active_rotated_filter, convex_iou, min_area_polygons, points_in_polygons, riroi_align_roteted, rotated_feature_align in parrots

* fix lint

* fix lint

* first commit

* [Enhancement] Remove some warning logs of compilation

* delete a comment

* add convex iou

* fix lint

* add convex_iou

* fix convex_iou

* add convex_giou

* fix bug

* fix lint

* fix bug

* Update

* update

* add kernel loop

* fix bug.

* fix polygen typo

* simplify reverse

* Update convex_iou_cuda_kernel.cuh

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

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

* add   AT_DISPATCH_FLOATING_TYPES_AND_HALF

* fix lint

* fix lint

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

* add  active_rotated_filter

* fix lint

* fix lint

* renaming nRotation and nOrientation

* Update active_rotated_filter_cuda_kernel.cuh

* Update active_rotated_filter_cuda.cu

* fix bug

* fix lint

* Update test_active_rotated_filter.py

* fix lint

* Update active_rotated_filter_cuda_kernel.cuh

* renaming

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

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

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

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

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

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

* fix lint

* Resolving conflicts

* fix lint.

* Update __init__.py

* Update mmcv/ops/csrc/pytorch/cuda/active_rotated_filter_cuda.cu
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Update active_rotated_filter.cpp

* fix lint

* Update mmcv/ops/csrc/pytorch/cpu/active_rotated_filter.cpp
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Update mmcv/ops/csrc/pytorch/cpu/active_rotated_filter.cpp
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

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

* add artifact logging to wandb hook

* upload artifacts wiwth only specified suffix

* update docstring

* Update mmcv/runner/hooks/logger/wandb.py
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* fix linting

* add tests for wandb artifact logging

* remove redundant lines

* fix wandb tests

* init `WandbLoggerHook` with `log_artifact=True` in tests

* remove redundant lines from wandb tests

* add docstring for `with_step`
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Remove the unnecessary dependency pytest-runner

* remove the tests_requires option from setup.py

* init

* Update pybind.cpp

* Update min_area_polygons_cuda.cuh

* Update cudabind.cpp

* fix bug

* Create test_min_area_polygons.py

* add test

* update

* Update min_area_polygons_cuda.cuh

* fix bugs.

* Update min_area_polygons_cuda.cuh

* Update min_area_polygons.py

* Update min_area_polygons_cuda.cuh

* merge these 4 nested loops

* add AT_DISPATCH_FLOATING_TYPES_AND_HALF

* fix lint

* Resolving conflicts

* add clockwise arguments to ops box_iou_rotated and nms_rotated

* refactor docs

* change code that may incur stopped gradient.

* refactor docs

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

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

* [Improve] migrating DIVUP to GET_BLOCKS

* [Fix] use GET_BLOCKS only for block alloc and del useless statements

* [Fix] add kernel loop for nms and del useless statements

* [Improve] build using ninja

* [Refactor] refactor requirements

* [Improve] imporve docs

* [Fix] fix file name

* Add the link of mmrazor

* Add the link of mmrazor

* re PR

* replace all the feature_refine with rotated_feature_align

* replace all the FR with RotatedFeatureAlign

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

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

* fix lint

* Update mmcv/ops/csrc/pytorch/cuda/rotated_feature_align_cuda.cu
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Update mmcv/ops/csrc/pytorch/cuda/cudabind.cpp
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Update mmcv/ops/csrc/pytorch/cuda/rotated_feature_align_cuda.cu
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Update mmcv/ops/csrc/pytorch/cuda/rotated_feature_align_cuda.cu
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Update mmcv/ops/csrc/pytorch/cuda/rotated_feature_align_cuda.cu
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* fix lint

* Update cudabind.cpp

* Update cudabind.cpp

* fix bug in test. & add backward test

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

change bias to the same type as input

* support tensor2grayimgs

* give default mean and std according to the input channel

* update docstring

* update

* fix bug

* Updates to work with DVC

* Update docstrings

* Updated test

* Updated DVCLiveLoggerHook

* Fix name

* Added missing next_step call

* Fix expected call

* Implicit next_step

* Suggestions from review

* Update test_hooks.py

* Updated to last dvclive version

* Cleaned docstring

* Update mmcv/runner/hooks/logger/dvclive.py
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

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

* [Fix] fix some warnings in unittest

* [Impl] standardize some warnings

* [Fix] fix warning type in test_deprecation

* [Fix] fix warning type

* [Fix] continue fixing

* [Fix] fix some details

* [Fix] fix docstring

* [Fix] del useless statement

* [Fix] keep compatibility for torch < 1.5.0

* [Docs] Refactor the structure of documentation

* [Docs] Refactor the structure of documentation

* fix symlink

* fix link

* fix typo

* polish docstring

* fix docstring