metafile.yml 2.6 KB

12345678910111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273
  1. Collections:
  2. - Name: DINOv2
  3. Metadata:
  4. Architecture:
  5. - Dropout
  6. - GELU
  7. - Layer Normalization
  8. - Multi-Head Attention
  9. - Scaled Dot-Product Attention
  10. Paper:
  11. Title: 'DINOv2: Learning Robust Visual Features without Supervision'
  12. URL: https://arxiv.org/abs/2304.07193
  13. README: configs/dinov2/README.md
  14. Code:
  15. URL: null
  16. Version: null
  17. Models:
  18. - Name: vit-small-p14_dinov2-pre_3rdparty
  19. Metadata:
  20. FLOPs: 46762000000
  21. Parameters: 22056000
  22. Training Data:
  23. - LVD-142M
  24. In Collection: DINOv2
  25. Results: null
  26. Weights: https://download.openmmlab.com/mmpretrain/v1.0/dinov2/vit-small-p14_dinov2-pre_3rdparty_20230426-5641ca5a.pth
  27. Config: configs/dinov2/vit-small-p14_dinov2-pre_headless.py
  28. Converted From:
  29. Weights: https://dl.fbaipublicfiles.com/dinov2/dinov2_vits14/dinov2_vits14_pretrain.pth
  30. Code: https://github.com/facebookresearch/dinov2
  31. - Name: vit-base-p14_dinov2-pre_3rdparty
  32. Metadata:
  33. FLOPs: 152000000000
  34. Parameters: 86580000
  35. Training Data:
  36. - LVD-142M
  37. In Collection: DINOv2
  38. Results: null
  39. Weights: https://download.openmmlab.com/mmpretrain/v1.0/dinov2/vit-base-p14_dinov2-pre_3rdparty_20230426-ba246503.pth
  40. Config: configs/dinov2/vit-base-p14_dinov2-pre_headless.py
  41. Converted From:
  42. Weights: https://dl.fbaipublicfiles.com/dinov2/dinov2_vitb14/dinov2_vitb14_pretrain.pth
  43. Code: https://github.com/facebookresearch/dinov2
  44. - Name: vit-large-p14_dinov2-pre_3rdparty
  45. Metadata:
  46. FLOPs: 507000000000
  47. Parameters: 304000000
  48. Training Data:
  49. - LVD-142M
  50. In Collection: DINOv2
  51. Results: null
  52. Weights: https://download.openmmlab.com/mmpretrain/v1.0/dinov2/vit-large-p14_dinov2-pre_3rdparty_20230426-f3302d9e.pth
  53. Config: configs/dinov2/vit-large-p14_dinov2-pre_headless.py
  54. Converted From:
  55. Weights: https://dl.fbaipublicfiles.com/dinov2/dinov2_vitl14/dinov2_vitl14_pretrain.pth
  56. Code: https://github.com/facebookresearch/dinov2
  57. - Name: vit-giant-p14_dinov2-pre_3rdparty
  58. Metadata:
  59. FLOPs: 1784000000000
  60. Parameters: 1136000000
  61. Training Data:
  62. - LVD-142M
  63. In Collection: DINOv2
  64. Results: null
  65. Weights: https://download.openmmlab.com/mmpretrain/v1.0/dinov2/vit-giant-p14_dinov2-pre_3rdparty_20230426-2934a630.pth
  66. Config: configs/dinov2/vit-giant-p14_dinov2-pre_headless.py
  67. Converted From:
  68. Weights: https://dl.fbaipublicfiles.com/dinov2/dinov2_vitg14/dinov2_vitg14_pretrain.pth
  69. Code: https://github.com/facebookresearch/dinov2