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* Add Res2Net from mmdet, and change it to mmcls style. * Align structure with official repo * Support `deep_stem` and `avg_down` option * Add Res2Net configs * Add metafile&README and update model zoo * Add unit tests * Imporve docstring. * Improve according to comments.