* [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

* Make sure Tensors to cast is contiguous

* simplify

---------

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

* temporarily fix `collect_env` raise errors and stops programs

* remove the final catch block

* Refacot ema hook unit test

* Refacot ema hook unit test

* Enhance test_after_load_checkpoint

* refine error messsage

* Refine as comment

---------

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

Fix unit test

* refactor base hooks

* Fix CI

* fix typo

* [Docs] Add debug skills

* minor fix

* refine

* rename debug_skills to debug_tricks

* refine

* Update docs/en/common_usage/debug_tricks.md

* Add epoch 2 iter

* Add epoch 2 iter

* Refine chinese docs

* Add example for training CIFAR10 by iter

* minor refine

* Fix as comment

* Fix as comment

* Refine description

* Fix as comment

* minor refine

* Refine description

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

* Translate to en

* Adjust indent

---------

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

* Feature NPUProfilerHook

* Feature NPUProfilerHook

* Refine the repr of Registry

* fix ut

* fix ut

* Refine the style of table

* refine

* [Feature] Add support model complexity computation

* [Fix] fix lint error

* [Feature] update print_helper

* Update docstring

* update api, docs, fix lint

* fix lint

* update doc and add test

* update docstring

* update docstring

* update test

* Update mmengine/analysis/print_helper.py

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

* Update mmengine/analysis/print_helper.py

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

* Update mmengine/analysis/print_helper.py

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

* Update mmengine/analysis/print_helper.py

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

* Update mmengine/analysis/print_helper.py

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

* Update mmengine/analysis/print_helper.py

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

* Update mmengine/analysis/print_helper.py

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

* Update mmengine/analysis/print_helper.py

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

* Update mmengine/analysis/print_helper.py

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

* Update mmengine/analysis/print_helper.py

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

* Update mmengine/analysis/print_helper.py

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

* Update mmengine/analysis/print_helper.py

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

* Update mmengine/analysis/print_helper.py

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

* Update mmengine/analysis/print_helper.py

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

* Update mmengine/analysis/complexity_analysis.py

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

* Update docs/en/advanced_tutorials/model_analysis.md

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

* Update docs/en/advanced_tutorials/model_analysis.md

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

* update docs

* update docs

* update docs and docstring

* update docs

* update test withj mmlogger

* Update mmengine/analysis/complexity_analysis.py

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

* Update tests/test_analysis/test_activation_count.py

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

* Apply suggestions from code review

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

* update test according to review

* Apply suggestions from code review

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

* fix lint

* fix test

* Apply suggestions from code review

* fix API document

* Update analysis.rst

* rename variables

* minor refinement

* Apply suggestions from code review

* fix lint

* replace tabulate with existing rich

* Apply suggestions from code review

* indent

* Update mmengine/analysis/complexity_analysis.py

* Update mmengine/analysis/complexity_analysis.py

* Update mmengine/analysis/complexity_analysis.py

---------

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

* fix the bug when the params in shared modules do not require grad

* test DefaultOptimWrapperConstructor when the params in shared modules do not require grad

* beautify the print result of the registry

* remove tabulate and use rich for repr

* remove table width; text align to left

* sort _model_dict items

* [Docs] how to set the interval parameter

* fix link

* fix

* fix

* refine

* refine

* Update docs/zh_cn/common_usage/set_interval.md

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

* Update index.rst

---------

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

* Fix docstring

* fix

* add ZeroOptimizer to optim

* resolve `duplicate label` warnings

* upgrade docutils && shpinx to resolve `unknown directive or role` warnings

* fix typo

* resolve literal_block && heading warnings

* resolve json literal_block warnings

* resolve python literal_block warnings

* resolve bunches of reference warnings

* resolve bunches of docstring warnings

* resolve warnings in autosummary

* resolve remaining warnings in en docs

* resolve heading warnings in zh_cn docs

* resolve remaining warnings in zh_cn docs

* fix as comments

* fix as comments

* add ApexOptimWrapper

* typo fix

* add apex amp.initialize in optim_context

* assert apex_amp

* polish code

* add parameters of apex_amp.initialize

* add docs

* polish code

* polish code

* polish code

* fix calling of apex amp load_state_dict

* polish

* add comments

* Update apex_optimizer_wrapper.py

* Update apex_optimizer_wrapper.py

---------

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

* [Feature] visualizer.draw_texts() add a font_properties argument in order to show Chinese characters.

* [Fix] move font_properties argument to the end.

* Update docstring of font_properties parameter.

* [Fix] moving FontProperties import clause to draw_texts() and add TYPE_CHECKING

* Update mmengine/visualization/visualizer.py

---------

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

* Adding missing pre-commit requirement to tests.txt

* Added support for setting a timeout for distributed learning

* Adding documentation about how to change the runtime timeout into the distributed manual.

* Fixed type in documentation to correctly specify an integer

* Removing type-cast after checking the correct type already before

* Update mmengine/dist/utils.py

Adding an explicit `is not None` to the check

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

* Removing explicit type check and replacing it with more pythonic way of assuming it is the right type and handling the exception if the type doesn't match.

* Removing pre-commit from test requirements again

* Simplified the code according to suggestions from PR

* Update distributed.md

---------

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

* add dadaptation

* Update mmengine/optim/optimizer/builder.py

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

* update dadaptation docs

---------

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

* Clean the commit history

* Update message_hub.py

---------

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