[Refactor] Refator ViT (Continue #295) #395
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## master #395 +/- ##
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+ Coverage 77.96% 78.51% +0.54%
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Branches 923 915 -8
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+ Hits 4381 4406 +25
+ Misses 1111 1087 -24
+ Partials 127 119 -8
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input format of ViT head.
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* [Squash] Refator ViT (from open-mmlab#295) * Use base variable to simplify auto_aug setting * Use common PatchEmbed, remove HybridEmbed and refactor ViT init structure. * Add `output_cls_token` option and change the output format of ViT and input format of ViT head. * Update unit tests and add test for `output_cls_token`. * Support out_indices. * Standardize config files * Support resize position embedding. * Add readme file of vit * Rename config file * Improve docs about ViT. * Update docstring * Use local version `MultiheadAttention` instead of mmcv version. * Fix MultiheadAttention * Support `qk_scale` argument in `MultiheadAttention` * Improve docs and change `layer_cfg` to `layer_cfgs` and support sequence. * Use init_cfg to init Linear layer in VisionTransformerHead * update metafile * Update checkpoints and configs * Imporve docstring. * Update README * Revert GAP modification.
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Motivation
This PR is the update of PR #295, to refactor vit backbone.
Modification
Based on #295, continue to work.
BC-breaking (Optional)
ViT structure is changed, old config and checkpoint will be broken.
Checklist
Before PR:
After PR: