resNet0 / trained_models_storage /model_linear_regression_meta.json
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{
"model_type": "\u7ebf\u6027\u56de\u5f52",
"base_cnn_name": "resnet50",
"dropout_rate": 0.45,
"weight_decay": 1e-05,
"pca_variance_ratio": 0.99,
"optimizer": "Adam",
"lr_scheduler": "None",
"scheduler_patience": 5,
"scheduler_factor": 0.1,
"scheduler_t_max": 50,
"loss_function": "SmoothL1Loss",
"early_stopping_patience": 10,
"validation_split_ratio": 0.2,
"batch_size": 16,
"min_label": 1.0,
"max_label": 92.0,
"enable_augmentation": false
}