metafile.yml

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