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- Collections:
- - Name: RevViT
- Metadata:
- Training Data: ImageNet-1k
- Architecture:
- - Vision Transformer
- - Reversible
- Paper:
- URL: https://openaccess.thecvf.com/content/CVPR2022/papers/Mangalam_Reversible_Vision_Transformers_CVPR_2022_paper.pdf
- Title: Reversible Vision Transformers
- README: configs/revvit/README.md
- Code:
- Version: v1.0.0rc5
- URL: https://github.com/open-mmlab/mmpretrain/blob/1.0.0rc5/mmcls/models/backbones/revvit.py
- Models:
- - Name: revvit-small_3rdparty_in1k
- Metadata:
- FLOPs: 4583427072
- Parameters: 22435432
- In Collection: RevViT
- Results:
- - Dataset: ImageNet-1k
- Metrics:
- Top 1 Accuracy: 79.87
- Top 5 Accuracy: 94.90
- Task: Image Classification
- Weights: https://download.openmmlab.com/mmclassification/v0/revvit/revvit-small_3rdparty_in1k_20221213-a3a34f5c.pth
- Config: configs/revvit/revvit-small_8xb256_in1k.py
- Converted From:
- Weights: https://dl.fbaipublicfiles.com/pyslowfast/rev/REV_VIT_S.pyth
- Code: https://github.com/facebookresearch/SlowFast
- - Name: revvit-base_3rdparty_in1k
- Metadata:
- FLOPs: 17490450432
- Parameters: 87337192
- In Collection: RevViT
- Results:
- - Dataset: ImageNet-1k
- Metrics:
- Top 1 Accuracy: 81.81
- Top 5 Accuracy: 95.56
- Task: Image Classification
- Weights: https://download.openmmlab.com/mmclassification/v0/revvit/revvit-base_3rdparty_in1k_20221213-87a7b0a5.pth
- Config: configs/revvit/revvit-base_8xb256_in1k.py
- Converted From:
- Weights: https://dl.fbaipublicfiles.com/pyslowfast/rev/REV_VIT_B.pyth
- Code: https://github.com/facebookresearch/SlowFast
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