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{
"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"
}
} |