| { | |
| "model_type": "pad_predictor", | |
| "architecture": "MLP", | |
| "input_dim": 7, | |
| "output_dim": 3, | |
| "hidden_size": [ | |
| 512, | |
| 256, | |
| 128 | |
| ], | |
| "num_hidden_layers": 3, | |
| "dropout": 0.3, | |
| "activation": "ReLU", | |
| "weight_init": "xavier_uniform", | |
| "bias_init": "zeros", | |
| "initializer_range": 0.02, | |
| "num_parameters": 168707, | |
| "num_trainable_parameters": 168707, | |
| "task_type": "emotion_prediction", | |
| "prediction_ranges": { | |
| "pad_range": [ | |
| -1.0, | |
| 1.0 | |
| ], | |
| "delta_pad_range": [ | |
| -0.5, | |
| 0.5 | |
| ], | |
| "pressure_range": [ | |
| -0.3, | |
| 0.3 | |
| ] | |
| }, | |
| "input_features": { | |
| "user_pad": { | |
| "description": "用户情绪基线 (Pleasure, Arousal, Dominance)", | |
| "dim": 3, | |
| "range": [ | |
| -1.0, | |
| 1.0 | |
| ] | |
| }, | |
| "vitality": { | |
| "description": "当前活力值", | |
| "dim": 1, | |
| "range": [ | |
| 0.0, | |
| 1.0 | |
| ] | |
| }, | |
| "current_pad": { | |
| "description": "当前情绪状态 (Pleasure, Arousal, Dominance)", | |
| "dim": 3, | |
| "range": [ | |
| -1.0, | |
| 1.0 | |
| ] | |
| } | |
| }, | |
| "output_features": { | |
| "delta_pad": { | |
| "description": "情绪变化量 (ΔPleasure, ΔArousal, ΔDominance)", | |
| "dim": 3, | |
| "range": [ | |
| -0.5, | |
| 0.5 | |
| ] | |
| } | |
| }, | |
| "framework": "PyTorch", | |
| "pytorch_version": "2.10.0+cpu", | |
| "transformers_version": "4.0.0", | |
| "metadata": { | |
| "created_at": "2026-02-07T22:04:12.009740", | |
| "source_checkpoint": "outputs/emotion_prediction_v1_20260201_190902/checkpoints/best_model.pth", | |
| "model_name": "Chordia PAD Predictor", | |
| "model_version": "0.0.1" | |
| } | |
| } |