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