Spaces:
Running
Running
| { | |
| "schema_version": "1.0", | |
| "created_at": "2026-02-11T17:36:27.753116", | |
| "models": { | |
| "dl_multihead": [ | |
| { | |
| "version": "20260210_182731", | |
| "filename": "resnet50_efnb7_multihead_20260210_182731_best.pth", | |
| "model_type": "dl_multihead", | |
| "model_class": "CardAuthModel", | |
| "backbone": "resnet50+efficientnet_b7", | |
| "status": "training", | |
| "accuracy": 0.967741935483871, | |
| "f1_score": 0.9523809523809523, | |
| "roc_auc": 1.0, | |
| "n_features": "end-to-end", | |
| "dataset_size": 204, | |
| "total_params": 94246422, | |
| "trainable_params": 94246422, | |
| "best_epoch": 2, | |
| "pipeline_type": "dl", | |
| "trained_at": "2026-02-10T19:01:22.939571" | |
| }, | |
| { | |
| "version": "20260211_155409", | |
| "filename": "cardauth_multihead_20260211_155409_best.pth", | |
| "model_type": "dl_multihead", | |
| "model_class": "CardAuthModel", | |
| "backbone": "resnet50+efficientnet_b7", | |
| "status": "retired", | |
| "accuracy": 0.7741935483870968, | |
| "f1_score": 0.631578947368421, | |
| "roc_auc": 0.6333333333333333, | |
| "n_features": "end-to-end", | |
| "dataset_size": 204, | |
| "total_params": 95402258, | |
| "trainable_params": 95402258, | |
| "best_epoch": 53, | |
| "svdd_threshold": 0.9207070707070707, | |
| "back_threshold": 0.45545454545454545, | |
| "pipeline_type": "dl", | |
| "trained_at": "2026-02-11T17:36:27.753116", | |
| "promoted_at": "2026-02-11T17:40:00.000000" | |
| }, | |
| { | |
| "version": "20260214_200541", | |
| "filename": "cardauth_multihead_20260214_200541_best.pth", | |
| "model_type": "multi_head", | |
| "backbone": "resnet50+efficientnet_b7", | |
| "status": "training", | |
| "accuracy": 0.8743651430098904, | |
| "f1_score": 0.9192994505494505, | |
| "roc_auc": 0.8970144941172506, | |
| "n_features": "end-to-end", | |
| "dataset_size": 18924, | |
| "total_params": 95402258, | |
| "trainable_params": 81637498, | |
| "best_epoch": 2, | |
| "svdd_threshold": 0.7524242424242424, | |
| "back_threshold": 0.6534343434343434, | |
| "trained_at": "2026-02-15T07:30:42.692244" | |
| }, | |
| { | |
| "version": "20260216_091800", | |
| "filename": "cardauth_multihead_20260216_091800_best.pth", | |
| "model_type": "multi_head", | |
| "backbone": "resnet50+efficientnet_b7", | |
| "status": "retired", | |
| "accuracy": 1.0, | |
| "f1_score": 1.0, | |
| "roc_auc": 1.0, | |
| "n_features": "end-to-end", | |
| "dataset_size": 19113, | |
| "total_params": 95402258, | |
| "trainable_params": 81637498, | |
| "best_epoch": 26, | |
| "svdd_threshold": 0.08919191919191918, | |
| "back_threshold": 0.0198989898989899, | |
| "pipeline_type": "dl", | |
| "trained_at": "2026-02-17T15:15:06.491447", | |
| "promoted_at": "2026-02-18T00:00:00.000000" | |
| }, | |
| { | |
| "version": "20260310_002030", | |
| "filename": "cardauth_multihead_20260310_002030_best.pth", | |
| "model_type": "multihead_rarity", | |
| "backbone": "resnet50", | |
| "status": "production", | |
| "accuracy": 0.7938461538461539, | |
| "f1_score": 0.8813559322033898, | |
| "roc_auc": 0.9801235559825351, | |
| "n_features": "end-to-end", | |
| "dataset_size": 23009, | |
| "total_params": 25611848, | |
| "trainable_params": 24166920, | |
| "best_epoch": 28, | |
| "back_threshold": 0.01, | |
| "rarity_classes": [ | |
| "Unknown", | |
| "Common", | |
| "Uncommon", | |
| "Rare", | |
| "Ultra Rare", | |
| "Promo" | |
| ], | |
| "pipeline_type": "dl", | |
| "trained_at": "2026-03-10T19:56:15.567206", | |
| "promoted_at": "2026-03-11T00:00:00.000000" | |
| } | |
| ] | |
| }, | |
| "production_model": "20260310_002030" | |
| } |