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optimization_summary_model_1.json
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{
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"model": {
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"name": "Model 13.1",
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"backbone": "convnext_large",
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"batch_size": 32
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},
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"best_trial": 9,
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"best_f1": 0.9997765363128491,
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"best_params": {
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"learning_rate": 4.281090110053228e-06,
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"dropout": 0.5474739919148018,
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"weight_decay": 0.00010717428336172125,
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"optimizer": "RAdam",
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"beta1": 0.816108821530778,
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"beta2": 0.9290829475528134,
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"scheduler": "OneCycleLR",
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"loss_function": "FocalLoss",
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"label_smoothing": 0.01851496224213971,
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"focal_alpha": 0.11598192326714384,
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"focal_gamma": 4.017238123958086,
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"hidden_dim": 1024,
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"use_batch_norm": true,
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"aug_rotation": 17,
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"aug_brightness": 0.028176390678189,
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"aug_contrast": 0.09770743075644862,
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"aug_hflip_prob": 0.30686745178100316,
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"classification_threshold": 0.4073264469862444,
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"gradient_clip": 3.6415045231294534
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},
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"total_trials": 26,
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"completed_trials": 25
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}
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