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optimization_summary_model_3.json
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{
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"model": {
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"name": "Model 13.3",
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"backbone": "swin_large_patch4_window7_224",
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"batch_size": 32
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},
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"best_trial": 15,
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"best_f1": 1.0,
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"best_params": {
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"learning_rate": 3.6783263741984134e-05,
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"dropout": 0.4309675933960072,
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"weight_decay": 0.0010227222230110946,
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"optimizer": "AdamW",
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"beta1": 0.8783247791281578,
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"beta2": 0.9073288215081395,
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"scheduler": "None",
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"loss_function": "FocalLoss",
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"label_smoothing": 0.04831178707880919,
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"focal_alpha": 0.36661518100986057,
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"focal_gamma": 4.968951473332369,
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"hidden_dim": 768,
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"use_batch_norm": false,
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"aug_rotation": 0,
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"aug_brightness": 0.07797740845848904,
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"aug_contrast": 0.0536075425330218,
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"aug_hflip_prob": 0.1594113007793771,
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"classification_threshold": 0.3647846046923233,
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"gradient_clip": 0.507296340010881
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},
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"total_trials": 30,
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"completed_trials": 25
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}
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