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# Conflicts: # mmcls/models/backbones/vision_transformer.py
# Conflicts: # mmcls/models/backbones/vision_transformer.py
# Conflicts: # mmcls/models/backbones/vision_transformer.py
Codecov Report
@@ Coverage Diff @@
## master #295 +/- ##
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+ Coverage 76.02% 76.14% +0.12%
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Files 96 96
Lines 5109 5069 -40
Branches 849 842 -7
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- Hits 3884 3860 -24
+ Misses 1106 1096 -10
+ Partials 119 113 -6
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Junjun2016
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Jun 15, 2021
Junjun2016
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Jun 15, 2021
| attn_drop_rate=0., | ||
| drop_path_rate=0., | ||
| num_fcs=2, | ||
| qkv_bias=True, |
Junjun2016
reviewed
Jun 17, 2021
| class HybridEmbed(BaseModule): | ||
| """CNN Feature Map Embedding. | ||
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| Extract feature map from CNN, flatten, project to embedding dim. |
Junjun2016
reviewed
Jun 17, 2021
| super(PatchEmbed, self).__init__() | ||
| norm_cfg=None, | ||
| conv_cfg=None, | ||
| init_cfg=None): |
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Add kernel_size, stride and padding args to suppport overlap embedding.
# Conflicts: # tests/test_classifiers.py
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Closed, continue with #395 |
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* [Squash] Refator ViT (from #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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* [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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Hi! This pr refactors vision transformer with FFN and MSA in transformer.py, mmcv. As the refactor_tramsformer_base branch created by shilong isn't merged now, all the unitests failed.
Pls kindly take a look.