* Complement type hint of get_model_complexity_info()

The type of `inputs` should be one of `torch.Tensor`,
`tuple[torch.Tensor, ...]` and `None`.

Signed-off-by: Shengjiang QUAN <qsj287068067@126.com>

* Update print_helper.py

---------

Signed-off-by: Shengjiang QUAN <qsj287068067@126.com>
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* print_helper: optimize inputs of get_model_complexity_info

Signed-off-by: Shengjiang QUAN <qsj287068067@126.com>

* directly throw error

When "input_shape" and "inputs" are both `None` or both set,
throw ValueError.

Signed-off-by: Shengjiang QUAN <qsj287068067@126.com>

---------

Signed-off-by: Shengjiang QUAN <qsj287068067@126.com>

* [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>

* 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>

* 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>