* customize worker init fn function

* add assert

* narrow worker_init_fn type

* add vis mlflow backend

* Enhance config

* add unit test data

* reafactor unittest of loggerhook

* fix rebase error

* Fix permission error in windows

* Fix CI

* Fix windows ci

* Fix windows ci

* Fix windows ci

* Fix windows CI

* Apply suggestions from code review

Co-authored-by: Qian Zhao <112053249+C1rN09@users.noreply.github.com>

* clean the code

* Refine as comment

* Refine error rasing

* Update mmengine/hooks/logger_hook.py

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

* replace assert_called_with with assert_has_calls

* Fix as comment

* Do not remove filehandler and fix unit test

---------

Co-authored-by: Qian Zhao <112053249+C1rN09@users.noreply.github.com>
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Bump version to v0.7.2

* minor refine

* Update docs/en/notes/changelog.md

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

---------

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

* Enhance config

* add unit test data

* Refacotr unitest of checkpointhook

* add comments

* Fix unit test

* remove _get_metric_scope

* tmp save

* Revert "remove _get_metric_scope"

This reverts commit eeb7a8c5ed2766bf773a9ed28f731fddacd10ac1.

* Revert "Revert "remove _get_metric_scope""

This reverts commit 5398255f6fb3dac8341f7d808f0d7d09350fcaae.

* Revert "tmp save"

This reverts commit cdc9919be8e0a78bbf264c060de2a4396c137d5a.

* clean the code

* Fix ut

* minor fix

* use str.replace

* align the evaluation result in log

* align the evaluation result in log

* align the evaluation result in log

* align the evaluation result in log

* fix test log_processor

* bump version to 0.7.1

bump version to 0.7.1

* update change log and readme

* Update docs/en/notes/changelog.md

* refine highlight

refine highlight

---------

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

* [Enhance] Make sure the FileHandler still alive after

* Resume filter

* avoid bc

* Fix unit test

* clean the code

* revert changes and set mode from 'm' to 'a'

* mode to file_mode

* add comments

* refine comments

* Fix duplicated the

* [Enhance] Make sure the FileHandler still alive after

* minor refine

* minor refine

* refine unit test

* update CI

* update CI

* Fix CI

* fix build_windows

* fix build_windows

* fix build_windows

* fix build_windows

* debug

* debug

* debug

* debug

* debug

* debug

* debug

* test windows CI

* Fix

* Debug

* Fix unit test

* Fix unit test

* Fix CI

* update image version

* update action/checkout and action/setup-python

* add condition to skip test compile

* [Fix] Update CI and fix unit test

* check compiling by attempting compilation

* check compiling by attempting compilation

* check compiling by attempting compilation

* use windows-2022 in runs on

* Apply suggestions from code review

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

* update yml

* remove unnecessary assert

* assert grad is None according to the PyTorch version

* Fix code

---------

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

* add publish keys in checkpointhook and update hook.md file

* Update checkpoint_hook.py

To avoid `mypy` warning `mmengine/hooks/checkpoint_hook.py:358: error: Unsupported right operand type for in ("Optional[List[str]]") Found 1 error in 1 file (checked 224 source files)`

* Update hook.md

Try to avoid trim trailing whitespace waring in hook.md

* Update mmengine/hooks/checkpoint_hook.py

Co-authored-by: Mashiro <57566630+HAOCHENYE@users.noreply.github.com>

* Update mmengine/hooks/checkpoint_hook.py

Co-authored-by: Mashiro <57566630+HAOCHENYE@users.noreply.github.com>

* Update mmengine/hooks/checkpoint_hook.py

Co-authored-by: Mashiro <57566630+HAOCHENYE@users.noreply.github.com>

* Update mmengine/hooks/checkpoint_hook.py

Co-authored-by: Mashiro <57566630+HAOCHENYE@users.noreply.github.com>

* Update mmengine/hooks/checkpoint_hook.py

Co-authored-by: Mashiro <57566630+HAOCHENYE@users.noreply.github.com>

* Update mmengine/hooks/checkpoint_hook.py

Co-authored-by: Mashiro <57566630+HAOCHENYE@users.noreply.github.com>

* Update mmengine/hooks/checkpoint_hook.py

Co-authored-by: Mashiro <57566630+HAOCHENYE@users.noreply.github.com>

* Update mmengine/hooks/checkpoint_hook.py

Co-authored-by: Mashiro <57566630+HAOCHENYE@users.noreply.github.com>

* Update mmengine/hooks/checkpoint_hook.py

Co-authored-by: Mashiro <57566630+HAOCHENYE@users.noreply.github.com>

* Update mmengine/hooks/checkpoint_hook.py

Co-authored-by: Mashiro <57566630+HAOCHENYE@users.noreply.github.com>

* Update checkpoint_hook.py

* Update docs/en/tutorials/hook.md

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

* Update mmengine/hooks/checkpoint_hook.py

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

* Update mmengine/hooks/checkpoint_hook.py

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

* Update mmengine/hooks/checkpoint_hook.py

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

* Update mmengine/hooks/checkpoint_hook.py

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

* Update hook.md

add 自动发布最好的和最后的权重

* Update mmengine/hooks/checkpoint_hook.py

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

* Update checkpoint_hook.py

add condition when the best checkpoints more than 1.

* Update mmengine/hooks/checkpoint_hook.py

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

* Update checkpoint_hook.py

delete re judge

* Update checkpoint_hook.py

* Update checkpoint_hook.py

* Update mmengine/hooks/checkpoint_hook.py

Co-authored-by: Mashiro <57566630+HAOCHENYE@users.noreply.github.com>

* Update mmengine/hooks/checkpoint_hook.py

Co-authored-by: Mashiro <57566630+HAOCHENYE@users.noreply.github.com>

* Update checkpoint_hook.py

* Update mmengine/hooks/checkpoint_hook.py

Co-authored-by: Mashiro <57566630+HAOCHENYE@users.noreply.github.com>

* Update mmengine/hooks/checkpoint_hook.py

Co-authored-by: Mashiro <57566630+HAOCHENYE@users.noreply.github.com>

* Update checkpoint_hook.py

* Update mmengine/hooks/checkpoint_hook.py

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

* Add Test for publish model

* Update checkpoint_hook.py

* Update test_checkpoint_hook.py

* Fix file to pass pre-commit check

* Update mmengine/hooks/checkpoint_hook.py

Co-authored-by: Mashiro <57566630+HAOCHENYE@users.noreply.github.com>

* Fix mypy warning

* rm not necessary line in checkpoint_hook.py

* Update mmengine/hooks/checkpoint_hook.py

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

* rm unnecessary messages add to message_hub

* Update mmengine/hooks/checkpoint_hook.py

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

* Update docs/zh_cn/tutorials/hook.md

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

* Update docs/zh_cn/tutorials/hook.md

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

* update checkpoint hook and hook.md file

* Apply suggestions from code review

* Apply suggestions from code review

Co-authored-by: Mashiro <57566630+HAOCHENYE@users.noreply.github.com>

* Update mmengine/hooks/checkpoint_hook.py

---------

Co-authored-by: Mashiro <57566630+HAOCHENYE@users.noreply.github.com>
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* refactor get_device and is_npu_available

* Update mmengine/device/utils.py

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

---------

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

* Bump version to v0.7.0

* Minor refine

* Fix as comment

* Add docs link

* update release date

* [Fix] fix pytorch2.0 not support sys._getframe to remove private key

* Update mmengine/structures/base_data_element.py

---------

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

* [Fix] Fix inferencer get wrong configs path

* Update CI

* Fix indent

* Fix CI arguments

* gpu test in CI

gpu test in CI

* require lint

* Adjust pytorch version and cuda version

* Fix docker

* Fix docker syntax

* Use bach -c

* Use bach -c

* Replace is_installed with is_imported

* Fix

* Fix PYTHONPATH

* add npu device support

* add npu device support

* Add hostname

* Update mmengine/logging/logger.py

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

* Fix lint

* support record device id

* Fix unit test

* Clean the code

* Fix as comment

* Fix as comment

* Fix unit test

* Update doc

* Fix unit test

* Adjust sequence

* Replace \ with ()

* remove unnecessary ()

* does not change filename in single gpu training

* Fix ci

* fix docs

* Fix as comment

---------

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

* Log with prefix

* Fix test of loggerhook

* minor refine

* minor refine

* Fix unit test

* clean the code

* deepcopy in method

* replace regex

* Fix as comment

* Enhance readable

* rename reserve_prefix to remove_prefix

* Fix as comment

* Refine unit test

* Adjust sequence

* clean the code

* clean the code

* revert renaming reserve prefix

* Count the dataloader length in _get_dataloader_size

* enable compile configurations to support torch.compile in Runner

* enable compilation in train, val and test

* fix as comments

* add docstring to illustrate usage

* minor refine error message

* add unittests

* fix ut skip

* add logging message to inform users

* compile `train_step`, `val_step`, `test_step` instead

* fix as comments

* revert to compile `train_step` only due to pt2 issue

* add documentation about torch.compile

* [Fix] Fix repeated warning

* Add type hint

* Fix unit test

* Rename recorder_dict to seen

* Fix as comment

* [Fix]Silence error when ManagerMixin built duplicate name instance

* [Fix]Silence error when ManagerMixin built duplicate name instance

* Update mmengine/utils/manager.py

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

---------

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

* Support calculate the flops of matmul

* Remove unnecessary type ignore

* Update mmengine/analysis/jit_handles.py

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

---------

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

* add memory in other log

* fix

* fix

* keep empty line

* [Enhancement] Add FUNCTIONS Registry

* Refine as comment

* clean the code

* Replace warning with print_log

* Add comments for testing warning

* [Feature] EarlyStoppingHook

* delete redundant line

* Assert stop_training and rename tests

* Fix UT

* rename `metric` to `monitor`

* Fix UT

* Fix UT

* edit docstring on patience

* Draft for new code

* fix ut

* add test case

* add test case

* fix ut

* Apply suggestions from code review

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

* Apply suggestions from code review

Co-authored-by: Mashiro <57566630+HAOCHENYE@users.noreply.github.com>

* Append hook

* Append hook

* Apply suggestions

* Update suggestions

* Update mmengine/hooks/__init__.py

* fix min_delta

* Apply suggestions from code review

* lint

* Apply suggestions from code review

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

* delete save_last

* infer rule more robust

* refine unit test

* Update mmengine/hooks/early_stopping_hook.py

---------

Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>
Co-authored-by: Mashiro <57566630+HAOCHENYE@users.noreply.github.com>
Co-authored-by: zhouzaida <zhouzaida@163.com>
Co-authored-by: HAOCHENYE <21724054@zju.edu.cn>

* support bf16 in AmpOptimWrapper

* add docstring

* modify docs

* add unittests for bf16 in AmpOptimWrapper

* fix type

* fix to pass ci

* fix ut skip logic to pass ci

* fix as comment

* add type hints

* fix docstring and add warning information

* remove check for pytorch>=1.6 in unittest

* modify unittest

* modify unittest

* remove torch.float32 && torch.float64 from valid dtypes

* fix as comments

* minor refine docstring

* fix unittest parameterized to pass CI

* fix unittest && add back torch.float32, torch.float64

* update version

* Update change log

* Fix as comment

* Add link to username

* Refine

* Adjust highlight sequence

* Fix as comment

* Fix error format in changelog

* delete chinese changelog

* remove link

* Adjust highlight sequence

* Support get config from model-index without installing downstream repo

* Rename _get_models_from_package to _get_models_from_config_dir

* adjust priority

* Fix as comment

* Refine exception

* Replace osp.xxx with fileio.xxx

* Refine as comment

* Revert "Replace osp.xxx with fileio.xxx"

This reverts commit 6aed9b2e88f5cf98614772ddbd89ccad22fa7d2f.

* replace fileio with osp

* fix

* Fix as comment