| { |
| "backbone": "facebook/dinov2-giant", |
| "dtype": "torch.bfloat16", |
| "n_layers_total": 40, |
| "hidden_size": 1536, |
| "n_registers": 0, |
| "layers": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5, |
| 6, |
| 7, |
| 8, |
| 9, |
| 10, |
| 11, |
| 12, |
| 13, |
| 14, |
| 15, |
| 16, |
| 17, |
| 18, |
| 19, |
| 20, |
| 21, |
| 22, |
| 23, |
| 24, |
| 25, |
| 26, |
| 27, |
| 28, |
| 29, |
| 30, |
| 31, |
| 32, |
| 33, |
| 34, |
| 35, |
| 36, |
| 37, |
| 38, |
| 39, |
| 40 |
| ], |
| "pool": "cls+mean+std", |
| "feature_dim": 4608, |
| "n_samples": 12500, |
| "crop_size": 504, |
| "crop_mode": "center", |
| "do_resize": false, |
| "layer_norm": "model.norm applied to every extracted layer", |
| "taxonomy": "ntirehard", |
| "deg_dims": [ |
| "downscale", |
| "lincontrchange", |
| "jpeg", |
| "randomcrop", |
| "randomaspectcrop", |
| "darken", |
| "brighten", |
| "impulsenoise", |
| "rgbshift", |
| "colorshift", |
| "gausblur", |
| "pixelate", |
| "whitenoise", |
| "colorsat", |
| "quantization", |
| "lensblur", |
| "multnoise", |
| "motionblur", |
| "jitter", |
| "jpeg_ai", |
| "adv_embed_resnet", |
| "adv_embed_clip", |
| "randomtonecurve", |
| "jpeg_recompression_1", |
| "jpeg_recompression_2", |
| "jpeg_recompression_comb_jpegai", |
| "clahe", |
| "perspective", |
| "isonoise" |
| ], |
| "deg_levels": 6, |
| "deg_code_values": { |
| "downscale": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ], |
| "lincontrchange": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ], |
| "jpeg": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ], |
| "randomcrop": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ], |
| "randomaspectcrop": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ], |
| "darken": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ], |
| "brighten": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ], |
| "impulsenoise": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ], |
| "rgbshift": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ], |
| "colorshift": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ], |
| "gausblur": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ], |
| "pixelate": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ], |
| "whitenoise": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ], |
| "colorsat": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ], |
| "quantization": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ], |
| "lensblur": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ], |
| "multnoise": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ], |
| "motionblur": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ], |
| "jitter": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ], |
| "jpeg_ai": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ], |
| "adv_embed_resnet": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ], |
| "adv_embed_clip": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ], |
| "randomtonecurve": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ], |
| "jpeg_recompression_1": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ], |
| "jpeg_recompression_2": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ], |
| "jpeg_recompression_comb_jpegai": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ], |
| "clahe": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ], |
| "perspective": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ], |
| "isonoise": [ |
| 0, |
| 1, |
| 2, |
| 3, |
| 4, |
| 5 |
| ] |
| }, |
| "manifest_sha1": "027a2c265962682743a7755a881480bc9d2663f8", |
| "_fingerprint": "a46d00829b9876dcb411d93808954c084415c141" |
| } |
