metafile.yml 1.1 KB

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  1. Collections:
  2. - Name: Transformer in Transformer
  3. Metadata:
  4. Training Data: ImageNet-1k
  5. Paper:
  6. URL: https://arxiv.org/abs/2103.00112
  7. Title: "Transformer in Transformer"
  8. README: configs/tnt/README.md
  9. Code:
  10. URL: https://github.com/open-mmlab/mmpretrain/blob/v0.15.0/mmcls/models/backbones/tnt.py#L203
  11. Version: v0.15.0
  12. Models:
  13. - Name: tnt-small-p16_3rdparty_in1k
  14. Metadata:
  15. FLOPs: 3360000000
  16. Parameters: 23760000
  17. In Collection: Transformer in Transformer
  18. Results:
  19. - Dataset: ImageNet-1k
  20. Metrics:
  21. Top 1 Accuracy: 81.52
  22. Top 5 Accuracy: 95.73
  23. Task: Image Classification
  24. Weights: https://download.openmmlab.com/mmclassification/v0/tnt/tnt-small-p16_3rdparty_in1k_20210903-c56ee7df.pth
  25. Config: configs/tnt/tnt-s-p16_16xb64_in1k.py
  26. Converted From:
  27. Weights: https://github.com/contrastive/pytorch-image-models/releases/download/TNT/tnt_s_patch16_224.pth.tar
  28. Code: https://github.com/contrastive/pytorch-image-models/blob/809271b0f3e5d9be4e11c0c5cec1dbba8b5e2c60/timm/models/tnt.py#L144