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Main/HyperparameterSearch/El/3_BO_Architecture/trial_00/trial.json
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| {"trial_id": "00", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "conv1_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv2_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv3_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Fixed", "config": {"name": "L2 coeff.", "conditions": [], "value": 5.942300964709349e-09}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0005215504951794882}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 16}}], "values": {"conv1_channels": 158, "conv2_channels": 93, "conv3_channels": 206, "L2 coeff.": 5.942300964709349e-09, "alpha": 0.0005215504951794882, "batchSize": 16}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [0.9797027111053467], "step": 0}]}}}, "score": 0.9797027111053467, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/El/3_BO_Architecture/trial_01/trial.json
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| {"trial_id": "01", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "conv1_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv2_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv3_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Fixed", "config": {"name": "L2 coeff.", "conditions": [], "value": 5.942300964709349e-09}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0005215504951794882}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 16}}], "values": {"conv1_channels": 150, "conv2_channels": 246, "conv3_channels": 150, "L2 coeff.": 5.942300964709349e-09, "alpha": 0.0005215504951794882, "batchSize": 16}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [0.9028671979904175], "step": 0}]}}}, "score": 0.9028671979904175, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/El/3_BO_Architecture/trial_02/trial.json
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| {"trial_id": "02", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "conv1_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv2_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv3_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Fixed", "config": {"name": "L2 coeff.", "conditions": [], "value": 5.942300964709349e-09}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0005215504951794882}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 16}}], "values": {"conv1_channels": 272, "conv2_channels": 28, "conv3_channels": 117, "L2 coeff.": 5.942300964709349e-09, "alpha": 0.0005215504951794882, "batchSize": 16}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [1.0846091508865356], "step": 0}]}}}, "score": 1.0846091508865356, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/El/3_BO_Architecture/trial_03/trial.json
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| {"trial_id": "03", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "conv1_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv2_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv3_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Fixed", "config": {"name": "L2 coeff.", "conditions": [], "value": 5.942300964709349e-09}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0005215504951794882}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 16}}], "values": {"conv1_channels": 294, "conv2_channels": 82, "conv3_channels": 66, "L2 coeff.": 5.942300964709349e-09, "alpha": 0.0005215504951794882, "batchSize": 16}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [0.9103955030441284], "step": 0}]}}}, "score": 0.9103955030441284, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/El/3_BO_Architecture/trial_04/trial.json
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| {"trial_id": "04", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "conv1_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv2_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv3_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Fixed", "config": {"name": "L2 coeff.", "conditions": [], "value": 5.942300964709349e-09}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0005215504951794882}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 16}}], "values": {"conv1_channels": 35, "conv2_channels": 147, "conv3_channels": 294, "L2 coeff.": 5.942300964709349e-09, "alpha": 0.0005215504951794882, "batchSize": 16}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [1.1223797798156738], "step": 0}]}}}, "score": 1.1223797798156738, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/El/3_BO_Architecture/trial_05/trial.json
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| {"trial_id": "05", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "conv1_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv2_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv3_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Fixed", "config": {"name": "L2 coeff.", "conditions": [], "value": 5.942300964709349e-09}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0005215504951794882}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 16}}], "values": {"conv1_channels": 218, "conv2_channels": 153, "conv3_channels": 186, "L2 coeff.": 5.942300964709349e-09, "alpha": 0.0005215504951794882, "batchSize": 16}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [0.9373453259468079], "step": 0}]}}}, "score": 0.9373453259468079, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/El/3_BO_Architecture/trial_06/trial.json
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| {"trial_id": "06", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "conv1_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv2_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv3_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Fixed", "config": {"name": "L2 coeff.", "conditions": [], "value": 5.942300964709349e-09}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0005215504951794882}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 16}}], "values": {"conv1_channels": 30, "conv2_channels": 289, "conv3_channels": 70, "L2 coeff.": 5.942300964709349e-09, "alpha": 0.0005215504951794882, "batchSize": 16}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [1.3376885652542114], "step": 0}]}}}, "score": 1.3376885652542114, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/El/3_BO_Architecture/trial_07/trial.json
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| {"trial_id": "07", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "conv1_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv2_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv3_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Fixed", "config": {"name": "L2 coeff.", "conditions": [], "value": 5.942300964709349e-09}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0005215504951794882}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 16}}], "values": {"conv1_channels": 33, "conv2_channels": 144, "conv3_channels": 166, "L2 coeff.": 5.942300964709349e-09, "alpha": 0.0005215504951794882, "batchSize": 16}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [0.9317814707756042], "step": 0}]}}}, "score": 0.9317814707756042, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/El/3_BO_Architecture/trial_08/trial.json
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| {"trial_id": "08", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "conv1_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv2_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv3_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Fixed", "config": {"name": "L2 coeff.", "conditions": [], "value": 5.942300964709349e-09}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0005215504951794882}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 16}}], "values": {"conv1_channels": 37, "conv2_channels": 203, "conv3_channels": 25, "L2 coeff.": 5.942300964709349e-09, "alpha": 0.0005215504951794882, "batchSize": 16}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [1.0406219959259033], "step": 0}]}}}, "score": 1.0406219959259033, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/El/3_BO_Architecture/trial_09/trial.json
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| {"trial_id": "09", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "conv1_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv2_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv3_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Fixed", "config": {"name": "L2 coeff.", "conditions": [], "value": 5.942300964709349e-09}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0005215504951794882}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 16}}], "values": {"conv1_channels": 46, "conv2_channels": 253, "conv3_channels": 226, "L2 coeff.": 5.942300964709349e-09, "alpha": 0.0005215504951794882, "batchSize": 16}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [1.126621127128601], "step": 0}]}}}, "score": 1.126621127128601, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/El/3_BO_Architecture/trial_10/trial.json
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| {"trial_id": "10", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "conv1_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv2_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv3_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Fixed", "config": {"name": "L2 coeff.", "conditions": [], "value": 5.942300964709349e-09}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0005215504951794882}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 16}}], "values": {"conv1_channels": 155, "conv2_channels": 124, "conv3_channels": 168, "L2 coeff.": 5.942300964709349e-09, "alpha": 0.0005215504951794882, "batchSize": 16}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [0.9616401791572571], "step": 0}]}}}, "score": 0.9616401791572571, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/El/3_BO_Architecture/trial_11/trial.json
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| {"trial_id": "11", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "conv1_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv2_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv3_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Fixed", "config": {"name": "L2 coeff.", "conditions": [], "value": 5.942300964709349e-09}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0005215504951794882}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 16}}], "values": {"conv1_channels": 135, "conv2_channels": 293, "conv3_channels": 100, "L2 coeff.": 5.942300964709349e-09, "alpha": 0.0005215504951794882, "batchSize": 16}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [0.8586541414260864], "step": 0}]}}}, "score": 0.8586541414260864, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/El/3_BO_Architecture/trial_12/trial.json
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| {"trial_id": "12", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "conv1_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv2_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv3_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Fixed", "config": {"name": "L2 coeff.", "conditions": [], "value": 5.942300964709349e-09}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0005215504951794882}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 16}}], "values": {"conv1_channels": 218, "conv2_channels": 182, "conv3_channels": 57, "L2 coeff.": 5.942300964709349e-09, "alpha": 0.0005215504951794882, "batchSize": 16}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [0.9353469610214233], "step": 0}]}}}, "score": 0.9353469610214233, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/El/3_BO_Architecture/trial_13/trial.json
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| {"trial_id": "13", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "conv1_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv2_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv3_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Fixed", "config": {"name": "L2 coeff.", "conditions": [], "value": 5.942300964709349e-09}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0005215504951794882}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 16}}], "values": {"conv1_channels": 89, "conv2_channels": 34, "conv3_channels": 97, "L2 coeff.": 5.942300964709349e-09, "alpha": 0.0005215504951794882, "batchSize": 16}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [0.9372562170028687], "step": 0}]}}}, "score": 0.9372562170028687, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/El/3_BO_Architecture/trial_14/trial.json
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| {"trial_id": "14", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "conv1_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv2_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv3_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Fixed", "config": {"name": "L2 coeff.", "conditions": [], "value": 5.942300964709349e-09}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0005215504951794882}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 16}}], "values": {"conv1_channels": 224, "conv2_channels": 171, "conv3_channels": 61, "L2 coeff.": 5.942300964709349e-09, "alpha": 0.0005215504951794882, "batchSize": 16}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [0.9559354782104492], "step": 0}]}}}, "score": 0.9559354782104492, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/El/3_BO_Architecture/trial_15/trial.json
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| {"trial_id": "15", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "conv1_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv2_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "conv3_channels", "default": null, "conditions": [], "min_value": 0, "max_value": 300, "step": 1, "sampling": "linear"}}, {"class_name": "Fixed", "config": {"name": "L2 coeff.", "conditions": [], "value": 5.942300964709349e-09}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0005215504951794882}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 16}}], "values": {"conv1_channels": 133, "conv2_channels": 124, "conv3_channels": 220, "L2 coeff.": 5.942300964709349e-09, "alpha": 0.0005215504951794882, "batchSize": 16}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [0.8912078142166138], "step": 0}]}}}, "score": 0.8912078142166138, "best_step": 0, "status": "COMPLETED", "message": null} |
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