| { |
| "model_type": "scroll-happy-emotion-student", |
| "backbone": "efficientnet_b2", |
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| "emotion_dim": 48, |
| "facs_dim": 36, |
| "descs_dim": 27, |
| "fer7_dim": 7, |
| "fer7_classes": [ |
| "angry", |
| "disgust", |
| "fear", |
| "happy", |
| "neutral", |
| "sad", |
| "surprise" |
| ], |
| "img_normalize": { |
| "mean": [ |
| 0.485, |
| 0.456, |
| 0.406 |
| ], |
| "std": [ |
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| 0.224, |
| 0.225 |
| ] |
| }, |
| "training_run": "v0.3e-bias-w1p5-seed-101", |
| "trained_at": "2026-05-01T19:54:57.152747+00:00", |
| "dataset": "aussiegingersnap2/scroll-happy-emotion", |
| "dataset_config": "training_faces", |
| "hyperparameters": { |
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| "lr": 0.0003, |
| "weight_decay": 0.0001, |
| "warmup_frac": 0.05, |
| "precision": "bf16", |
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| "desc_weight": 0.5, |
| "kd_bce_weight": 1.0, |
| "kd_mse_weight": 1.0, |
| "mixup_alpha": 0.2, |
| "randaug_n": 2, |
| "randaug_m": 9, |
| "fer7_weight": 0.2, |
| "fer7_dataset": "Jeneral/fer-2013", |
| "fer7_batch_size": 32, |
| "fer7_max_train_rows": 0, |
| "fer7_max_eval_rows": 0, |
| "fer7_detach_backbone": true, |
| "neg_pos_bias_weight": 1.5, |
| "neg_pos_neg_threshold": 0.3, |
| "neg_pos_pos_max": 0.25, |
| "min_detection_prob": 0.995, |
| "min_face_px": 3600, |
| "max_entropy": 5.0, |
| "max_faces_per_creator": 5000, |
| "val_fraction": 0.1, |
| "seed": 101 |
| }, |
| "split_stats": { |
| "data_config": "training_faces", |
| "n_total": 294367, |
| "n_usable": 153453, |
| "n_after_cap": 114055, |
| "n_train": 85261, |
| "n_val": 15896, |
| "n_creators": 145, |
| "mean_sample_weight": 0.5413753986358643 |
| } |
| } |
