[Docs] Update readme and docs

[zhouzaida]

Thanks for your contribution and we appreciate it a lot. The following instructions would make your pull request more healthy and more easily get feedback. If you do not understand some items, don't worry, just make the pull request and seek help from maintainers.

Motivation

Please describe the motivation of this PR and the goal you want to achieve through this PR.

Modification

Please briefly describe what modification is made in this PR.

BC-breaking (Optional)

Does the modification introduce changes that break the backward-compatibility of the downstream repos?
If so, please describe how it breaks the compatibility and how the downstream projects should modify their code to keep compatibility with this PR.

Use cases (Optional)

If this PR introduces a new feature, it is better to list some use cases here, and update the documentation.

Checklist

1. Pre-commit or other linting tools are used to fix the potential lint issues.
2. The modification is covered by complete unit tests. If not, please add more unit test to ensure the correctness.
3. If the modification has potential influence on downstream projects, this PR should be tested with downstream projects, like MMDet or MMCls.
4. The documentation has been modified accordingly, like docstring or example tutorials.

[codecov]

Codecov Report

Merging #1190 (631fb04) into master (96c4b70) will increase coverage by 0.02%.
The diff coverage is n/a.

@@            Coverage Diff             @@
##           master    #1190      +/-   ##
==========================================
+ Coverage   67.97%   68.00%   +0.02%     
==========================================
  Files         159      160       +1     
  Lines       10434    10442       +8     
  Branches     1899     1902       +3     
==========================================
+ Hits         7093     7101       +8     
+ Misses       2970     2968       -2     
- Partials      371      373       +2     

Flag	Coverage Δ
unittests	68.00% <ø> (+0.02%)	⬆️

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files	Coverage Δ
mmcv/utils/trace.py	54.54% <0.00%> (ø)
mmcv/utils/__init__.py	88.88% <0.00%> (+0.65%)	⬆️
mmcv/ops/cc_attention.py	38.70% <0.00%> (+1.00%)	⬆️
mmcv/runner/iter_based_runner.py	60.00% <0.00%> (+2.14%)	⬆️

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[ZwwWayne]

[ZwwWayne]

need to fix some tweaks

[zhouzaida]

need to fix some tweaks

done