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* add yapf for pretty text

* add yapf style

* wrapper extension

* fix
Co-authored-by: wangshiguang <wangshiguang@sensetime.com>

* Create a github action workflow

* Fix the workflow config

* Fix codecov

* skip codecov for python 3.8

* fix the expression

* remove the if expression

* Support conv layers' own `init_weights` method

* Add related unittest about ConvModule init_weight

* make the comments more specific

* add dump() from for different file type

* remove exception

* use parrots wrapper for norms

* add unittests for is_norm()

* add a test case

* add docs for cnn modules

* minor fix

* update format

* minor fix

* bump version to v0.5.1

* Fall back to CosineLr

* Fix consineanealing with unittest

* Cover momentum hook

* Add comments to explain

* update

* add functions

* update tests

* resolve comments

* resolve comments

* resolve comments

* update docstr

* add parrots wapper

* Update parrots_wrapper.py

* Update parrots_wrapper.py

* fix commits

* fix

* fix lint and adapt torch.__version__

* mirror fix
Co-authored-by: wangshiguang <wangshiguang@sensetime.com>

* fixed config import in code

* fixed isort

* add building bricks of cnn

* add unit tests

* use registry for building bricks

* minor updates

* add scale layer

* add test for scale

* add doc string
Co-authored-by: Jiarui XU <xvjiarui0826@gmail.com>

* Fix Deadlock fix

Resolves #255

* Revert deadlock fix and fix of deadlock fix

This reverts commit af85591fc7f226623bc9ebef93b76653bfac3438.

* add exp name in text log

* fix bugs

* test

* fix yapf bug

* fix meta == None

* fix f-string bug in py3.5

* fix comments from yuhang: do not print exp name every log

* use default implementation to print log

* use f-string

* remove \t and update docstring

* update docstring
Co-authored-by: xurui <xurui4@sensetime.com>

* support specifying names for registry.register_module()

* minor fix

* add more unittests

* flush buffer when saving model

* fix bugs
Co-authored-by: xurui <xurui4@sensetime.com>

* track progress of iter&enum

* restore

* Add CyclicLrUpdater in Hooks

* refactor unittests

* split test_video.py to two files

* use f-string

* delete python3.5 sup

* minor fix

* fix supported python version

* fix format

* fix yapf

* remove redundant space

* fix typo

* fixed merge_from_dict, add DictAction

* add config docs

* fixed format type

* change to easy example

* update docs

* update docs

* Support optimizers with no momentum

* put else-if outside return

* add file client

* install missing requirements

* use .format() instead of f-string

* refactoring mmcv.images

* update docstring and minor fix

* some renames

* use tmp dir as work_dir of runner

* only run codecov for python 3.7

* remove useless comments

* track progress of iter&enum

* restore

* add momentum scheduler

* fix small bug

* cyclic scheduler"

* fix bug

* fix second phase's bug

* reformat

* feature (cosine lr): use relative ratio for more flexible scheduler

* Fix (runner): fix bugs in runner

* Refactor (hook): refactor cosing/cyclic LR/momentum hook with unittest

* Clean unnecessary files and reformat

* Fix memory key error when GPU is not avaliable

* Resolve comments

* Do not print momentum in text log

* Change hook register order

* Refactor max_iter

* Fix max_iter bugs in runner

* Enforce target_ratio to be either tuple or float

* add max_keep_ckpts parameters to save memory when saving models

* format

* format

* format

* fixed linting error
Co-authored-by: z-bingo <z-bingo@outlook.com>

Co-authored-by: xurui <xurui4@sensetime.com>