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* feat: modify parallel to module wrapper

* fix: unittest

* fix: add registry file

* feat: add module wrapper unittest

* add backend arg

* add test

* update doc, add test

* update test

* update doc

* load_checkpoint support normal dict checkpoints

* comments

* fix bug in using inner iter when by_epcoh==True

* set default for log config

* fix bug: remove optim in val, use iter in log when by_epoch is False

* added pillow backend in loading

* reformat

* remove auto fill for RGBA

* change according to comments

* change according to comments

* reformat

* feat: add CosineRestartLrUpdaterHook

* style: rename period to periods

* fix: bug in period 0

* feat: rename eta_min to min_lr and add min_lr_ratio

* docs: fix docstring of restart lr updater

* refactor: use annealing_cos

* docs: add docstring to annealing_cos

* feat: cosine restart lr update hook

* refactor: modify code order for unittest

* harmless changes
Signed-off-by: lizz <lizz@sensetime.com>

* Update conv_module.py

* No bracket for simple class
Signed-off-by: lizz <lizz@sensetime.com>

* Remove more unused things
Signed-off-by: lizz <lizz@sensetime.com>

* panic
Signed-off-by: lizz <lizz@sensetime.com>

* feat: add IterBasedRunner

* fix: unittest

* feat: more unittest

* fix: expose dataloader len

* minor updates of BaseRunner

* refactor: remove CosineRestartLrUpdaterHook

* style: add docstring

* refactor: update IterTextLoggerHook: fstring and exp_name

* fix: epoch_runner unittest

* refactor: remove IterBasedTextLogger

* fix: old IterTextLoggerHook issue

* refactor: remove __len__ of IterLoader

* feat: add IterBasedRunner to init

* feat: add __len__ to IterLoader

* fix some docstrings

* refactor: use is_parallel_module

* fix: import issue

* fix: runner unittest missing logger

* fix checkpoints

* feat: add by_epoch default value to IterBaseRunner regitering loggger_hook

* refactor: remove setting by_epoch in log_config

* minor refactoring

* docs: add docstring

* fix: remove unused doc

* update the log info for saving checkpoints
Co-authored-by: Kai Chen <chenkaidev@gmail.com>

* Add syntax check in .py config

* rename validate

* fix the BC issue of ddp

* minor fix for the docstring

Co-authored-by: lixuanyi <lixuanyi@sensetime.com>

* add parrots and pytorch dataloader wrapper

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

* add a BaseRunner and rename Runner to EpochBasedRunner

* fix the train/val step

* bug fix

* update unit tests

* fix unit tests

* raise an error if both batch_processor and train_step are set

* add a unit test

* feat: add optimizer constructor

* refactor: version

* Fix deprecation warning collections.abc

* Fix isort

* fix: tanh has not inplace

* feat: add ConvModule with Tanh

* allow registering new backends with decorators

* add a docstring

* minor update to the docstring

* Support path as a key in dict of config

* reformat test case

* update pre-commit version and fix format

* fix bug

* clean code

* reformat

* fix missing parts

* add resnext_101_32x8d model

* rename file

* rm bgr

* Upgrade version

* add deprecate urls

* add deprecate urls

* warning test

* rename to deprecated.json

* support default/external json for open-mmlab models

* add local

* add more test

* add docs

* add docs

* update docs

* refactor

* add json in MANIFEST

* fixed json typo