034919d032
[Feature] add eva02 backbone ( #1450 )
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* [CI] Add test mim CI. (#879 )
* [CI] Add test mim CI. (#879 )
* feat: add eva02 backbone
* feat: add eva02 backbone
* feat: add eva02 backbone
* feat: add eva02 backbone
* feat: add eva02 backbone
* feat: add eva02 backbone
* feat: add eva02 backbone
* feat: add eva02 backbone
* update
* update ci
* rebase
* feat: add eva02 backbone
* feat: add eva02 backbone
* feat: add eva02 backbone
* feat: add eva02 backbone
* feat: add eva02 backbone
* feat: add eva02 backbone
* feat: add eva02 backbone
* feat: add eva02 backbone
* update
* update readme and configs
* update readme and configs
* refactore eva02
* [CI] Add test mim CI. (#879 )
* feat: add eva02 backbone
* feat: add eva02 backbone
* feat: add eva02 backbone
* feat: add eva02 backbone
* feat: add eva02 backbone
* feat: add eva02 backbone
* feat: add eva02 backbone
* feat: add eva02 backbone
* update
* update ci
* rebase
* feat: add eva02 backbone
* feat: add eva02 backbone
* feat: add eva02 backbone
* update
* update readme and configs
* refactore eva02
* update readme and metafile
* update readme and metafile
* update readme and metafile
* update
* rename eva02
* rename eva02
* fix uts
* rename configs
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Co-authored-by: Ma Zerun <mzr1996@163.com>
Co-authored-by: Ezra-Yu <18586273+Ezra-Yu@users.noreply.github.com>
2023-05-06 19:28:31 +08:00
d9e561a09d
[Feature] Support dinov2 backbone ( #1522 )
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* support dinov2 backbone
* update metafile and readme
* compatible to use_layer_scale
* update SwiGLUFFN
* add deprecation warning
* update
2023-05-05 16:59:37 +08:00
1ee9bbe050
[Docs] Update links ( #1457 )
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* update links
* update readtherdocs
* update
* update
* fix lint
* update
* update
* update
* update cov branch
* update
* update
* update
2023-04-06 20:58:52 +08:00
b017670e1b
[Improve] Use PyTorch official `scaled_dot_product_attention` to accelerate `MultiheadAttention`. ( #1434 )
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* [Improve] Use PyTorch official `scaled_dot_product_attention` to accelerate `MultiheadAttention`.
* Support `--local-rank` and `--amp` option for new version PyTorch.
* Fix imports and UT.
2023-03-29 15:50:44 +08:00
c4ccae40db
[Docs] Update user guides docs and tools for MMPretrain. ( #1429 )
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* [Docs] Update user guides docs and tools for MMPretrain.
* Fix UT
* Fix Chinese docs.
* Improve according to comments.
* Fix windows CI.
2023-03-27 14:32:26 +08:00
dbf3df21a3
[Refactor] Use `out_type` to specify ViT-like backbone output. ( #1408 )
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* [Refactor] Use to specify ViT-like backbone output.
* Fix ClsBatchNormNeck
* Update mmpretrain/models/necks/mae_neck.py
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Co-authored-by: Yixiao Fang <36138628+fangyixiao18@users.noreply.github.com>
2023-03-09 11:02:58 +08:00
08dc8c75d3
[Refactor] Add selfsup algorithms. ( #1389 )
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* remove basehead
* add moco series
* add byol simclr simsiam
* add ut
* update configs
* add simsiam hook
* add and refactor beit
* update ut
* add cae
* update extract_feat
* refactor cae
* add mae
* refactor data preprocessor
* update heads
* add maskfeat
* add milan
* add simmim
* add mixmim
* fix lint
* fix ut
* fix lint
* add eva
* add densecl
* add barlowtwins
* add swav
* fix lint
* update readtherdocs rst
* update docs
* update
* Decrease UT memory usage
* Fix docstring
* update DALLEEncoder
* Update model docs
* refactor dalle encoder
* update docstring
* fix ut
* fix config error
* add val_cfg and test_cfg
* refactor clip generator
* fix lint
* pass check
* fix ut
* add lars
* update type of BEiT in configs
* Use MMEngine style momentum in EMA.
* apply mmpretrain solarize
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Co-authored-by: mzr1996 <mzr1996@163.com>
2023-03-06 16:53:15 +08:00
c9670173aa
[Refactor] Move and refactor utils from mmselfsup. ( #1385 )
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* add heads
* add losses
* fix
* remove mim head
* add modified backbones and target generators
* fix lint
* fix lint
* add heads
* add losses
* fix
* add data preprocessor from mmselfsup
* add ut for data prepocessor
* add GatherLayer
* add ema
* add batch shuffle
* add misc
* fix lint
* update
* update docstring
2023-02-28 17:04:40 +08:00
414ba80274
[Refactor] Refactor APIs, add `ImageRetrievalInferencer` and `FeatureExtractor`. ( #1380 )
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* [Refactor] Refactor APIs, add `ImageRetrievalInferencer` and `FeatureExtractor'.
* Update image retrieval
* Update FeatureExtractor
* Fix UT
2023-02-28 16:31:42 +08:00
e453a45d31
[Refactor] Add self-supervised backbones and target generators. ( #1379 )
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* add heads
* add losses
* fix
* remove mim head
* add modified backbones and target generators
* add unittest
* refactor caevit
* add window_size check
* fix lint
* apply new DataSample
* fix ut error
* update ut
* fix ut
* fix lint
* Update base modules.
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Co-authored-by: mzr1996 <mzr1996@163.com>
2023-02-28 15:59:17 +08:00
63d9f27fde
[Refactor] Add necks, heads and losses for the self-supervised task. ( #1376 )
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* add necks
* refactor linear neck
* rename simmim neck
* add heads
* add losses
* fix
* add unittest
* update
* update cae
* remove mim head
* update config
2023-02-28 10:05:00 +08:00
36bea13fca
[Refactor] Refactor ClsDatasample to a union DataSample. ( #1371 )
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* [Refactor] Refactor ClsDatasample to a union DataSample.
* Add method
* Fix docstring
* Update docstring.
2023-02-23 10:07:53 +08:00
0979e78573
Rename the package name to `mmpretrain`.
2023-02-17 15:20:55 +08:00
zzc98
Yixiao Fang
Ma Zerun