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Main/HyperparameterSearch/MMFF/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": 1e-10}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0003477786370329936}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 4}}], "values": {"conv1_channels": 107, "conv2_channels": 202, "conv3_channels": 28, "L2 coeff.": 1e-10, "alpha": 0.0003477786370329936, "batchSize": 4}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [0.7733438611030579], "step": 0}]}}}, "score": 0.7733438611030579, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/MMFF/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": 1e-10}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0003477786370329936}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 4}}], "values": {"conv1_channels": 57, "conv2_channels": 64, "conv3_channels": 194, "L2 coeff.": 1e-10, "alpha": 0.0003477786370329936, "batchSize": 4}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [0.7551354169845581], "step": 0}]}}}, "score": 0.7551354169845581, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/MMFF/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": 1e-10}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0003477786370329936}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 4}}], "values": {"conv1_channels": 160, "conv2_channels": 94, "conv3_channels": 136, "L2 coeff.": 1e-10, "alpha": 0.0003477786370329936, "batchSize": 4}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [0.7398498058319092], "step": 0}]}}}, "score": 0.7398498058319092, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/MMFF/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": 1e-10}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0003477786370329936}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 4}}], "values": {"conv1_channels": 163, "conv2_channels": 64, "conv3_channels": 190, "L2 coeff.": 1e-10, "alpha": 0.0003477786370329936, "batchSize": 4}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [0.7610304951667786], "step": 0}]}}}, "score": 0.7610304951667786, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/MMFF/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": 1e-10}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0003477786370329936}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 4}}], "values": {"conv1_channels": 294, "conv2_channels": 107, "conv3_channels": 219, "L2 coeff.": 1e-10, "alpha": 0.0003477786370329936, "batchSize": 4}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [0.7203481793403625], "step": 0}]}}}, "score": 0.7203481793403625, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/MMFF/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": 1e-10}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0003477786370329936}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 4}}], "values": {"conv1_channels": 137, "conv2_channels": 199, "conv3_channels": 73, "L2 coeff.": 1e-10, "alpha": 0.0003477786370329936, "batchSize": 4}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [0.8030004501342773], "step": 0}]}}}, "score": 0.8030004501342773, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/MMFF/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": 1e-10}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0003477786370329936}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 4}}], "values": {"conv1_channels": 84, "conv2_channels": 8, "conv3_channels": 159, "L2 coeff.": 1e-10, "alpha": 0.0003477786370329936, "batchSize": 4}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [0.7643674612045288], "step": 0}]}}}, "score": 0.7643674612045288, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/MMFF/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": 1e-10}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0003477786370329936}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 4}}], "values": {"conv1_channels": 69, "conv2_channels": 17, "conv3_channels": 179, "L2 coeff.": 1e-10, "alpha": 0.0003477786370329936, "batchSize": 4}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [0.7847394347190857], "step": 0}]}}}, "score": 0.7847394347190857, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/MMFF/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": 1e-10}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0003477786370329936}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 4}}], "values": {"conv1_channels": 274, "conv2_channels": 45, "conv3_channels": 80, "L2 coeff.": 1e-10, "alpha": 0.0003477786370329936, "batchSize": 4}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [0.7452646493911743], "step": 0}]}}}, "score": 0.7452646493911743, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/MMFF/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": 1e-10}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0003477786370329936}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 4}}], "values": {"conv1_channels": 163, "conv2_channels": 284, "conv3_channels": 162, "L2 coeff.": 1e-10, "alpha": 0.0003477786370329936, "batchSize": 4}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [0.7251273393630981], "step": 0}]}}}, "score": 0.7251273393630981, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/MMFF/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": 1e-10}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0003477786370329936}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 4}}], "values": {"conv1_channels": 9, "conv2_channels": 120, "conv3_channels": 86, "L2 coeff.": 1e-10, "alpha": 0.0003477786370329936, "batchSize": 4}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [0.8014647960662842], "step": 0}]}}}, "score": 0.8014647960662842, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/MMFF/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": 1e-10}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0003477786370329936}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 4}}], "values": {"conv1_channels": 20, "conv2_channels": 200, "conv3_channels": 153, "L2 coeff.": 1e-10, "alpha": 0.0003477786370329936, "batchSize": 4}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [0.7695138454437256], "step": 0}]}}}, "score": 0.7695138454437256, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/MMFF/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": 1e-10}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0003477786370329936}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 4}}], "values": {"conv1_channels": 131, "conv2_channels": 171, "conv3_channels": 41, "L2 coeff.": 1e-10, "alpha": 0.0003477786370329936, "batchSize": 4}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [0.76991868019104], "step": 0}]}}}, "score": 0.76991868019104, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/MMFF/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": 1e-10}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0003477786370329936}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 4}}], "values": {"conv1_channels": 292, "conv2_channels": 56, "conv3_channels": 183, "L2 coeff.": 1e-10, "alpha": 0.0003477786370329936, "batchSize": 4}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [0.7101234197616577], "step": 0}]}}}, "score": 0.7101234197616577, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/MMFF/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": 1e-10}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0003477786370329936}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 4}}], "values": {"conv1_channels": 133, "conv2_channels": 289, "conv3_channels": 142, "L2 coeff.": 1e-10, "alpha": 0.0003477786370329936, "batchSize": 4}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [0.7257088422775269], "step": 0}]}}}, "score": 0.7257088422775269, "best_step": 0, "status": "COMPLETED", "message": null} |
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Main/HyperparameterSearch/MMFF/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": 1e-10}}, {"class_name": "Fixed", "config": {"name": "alpha", "conditions": [], "value": 0.0003477786370329936}}, {"class_name": "Fixed", "config": {"name": "batchSize", "conditions": [], "value": 4}}], "values": {"conv1_channels": 196, "conv2_channels": 244, "conv3_channels": 183, "L2 coeff.": 1e-10, "alpha": 0.0003477786370329936, "batchSize": 4}}, "metrics": {"metrics": {"default_objective": {"direction": "min", "observations": [{"value": [0.7266908884048462], "step": 0}]}}}, "score": 0.7266908884048462, "best_step": 0, "status": "COMPLETED", "message": null} |
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