First commit

models/bigmodel_9_163840.json

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+{"keras_version": "1.0.5", "sample_weight_mode": null, "class_name": "Sequential", "optimizer": {"name": "Nadam", "beta_1": 0.8999999761581421, "beta_2": 0.9990000128746033, "lr": 0.0020000000949949026, "epsilon": 1e-08, "schedule_decay": 0.004}, "loss": "MSE", "config": [{"class_name": "Dense", "config": {"init": "normal", "b_constraint": null, "input_dim": 81, "trainable": true, "batch_input_shape": [null, 81], "W_regularizer": null, "b_regularizer": null, "W_constraint": null, "name": "dense_1", "activation": "sigmoid", "input_dtype": "float32", "output_dim": 648, "bias": true, "activity_regularizer": null}}, {"class_name": "Dense", "config": {"init": "normal", "b_constraint": null, "input_dim": null, "trainable": true, "b_regularizer": null, "W_regularizer": null, "W_constraint": null, "name": "dense_2", "activation": "sigmoid", "output_dim": 405, "bias": true, "activity_regularizer": null}}, {"class_name": "Dense", "config": {"init": "normal", "b_constraint": null, "input_dim": null, "trainable": true, "b_regularizer": null, "W_regularizer": null, "W_constraint": null, "name": "dense_3", "activation": "sigmoid", "output_dim": 81, "bias": true, "activity_regularizer": null}}]}

models/convolution_8_51200.json

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+{"config": [{"class_name": "Convolution2D", "config": {"W_regularizer": null, "nb_row": 3, "name": "convolution2d_6", "input_dtype": "float32", "b_regularizer": null, "nb_col": 3, "trainable": true, "subsample": [1, 1], "bias": true, "W_constraint": null, "border_mode": "same", "activity_regularizer": null, "b_constraint": null, "activation": "linear", "batch_input_shape": [null, 1, 8, 8], "init": "glorot_uniform", "nb_filter": 40, "dim_ordering": "th"}}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_4"}}, {"class_name": "Dropout", "config": {"p": 0.25, "trainable": true, "name": "dropout_4"}}, {"class_name": "Flatten", "config": {"trainable": true, "name": "flatten_5"}}, {"class_name": "Dense", "config": {"input_dim": null, "W_regularizer": null, "output_dim": 256, "name": "dense_6", "b_regularizer": null, "trainable": true, "bias": true, "W_constraint": null, "init": "normal", "activity_regularizer": null, "activation": "sigmoid", "b_constraint": null}}, {"class_name": "Dense", "config": {"input_dim": null, "W_regularizer": null, "output_dim": 64, "name": "dense_7", "b_regularizer": null, "trainable": true, "bias": true, "W_constraint": null, "init": "normal", "activity_regularizer": null, "activation": "sigmoid", "b_constraint": null}}], "sample_weight_mode": null, "loss": "MSE", "class_name": "Sequential", "keras_version": "1.0.5", "optimizer": {"lr": 0.0020000000949949026, "name": "Nadam", "beta_1": 0.8999999761581421, "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004}}

models/convolutional_9_100000.json

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+{"optimizer": {"epsilon": 1e-08, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026, "name": "Nadam", "schedule_decay": 0.004, "beta_2": 0.9990000128746033}, "class_name": "Sequential", "keras_version": "1.0.5", "loss": "MSE", "sample_weight_mode": null, "config": [{"class_name": "Convolution2D", "config": {"batch_input_shape": [null, 1, 9, 9], "bias": true, "init": "glorot_uniform", "nb_row": 3, "W_constraint": null, "name": "convolution2d_1", "b_constraint": null, "activity_regularizer": null, "b_regularizer": null, "activation": "linear", "nb_col": 3, "trainable": true, "nb_filter": 64, "W_regularizer": null, "subsample": [1, 1], "input_dtype": "float32", "border_mode": "same", "dim_ordering": "th"}}, {"class_name": "Activation", "config": {"activation": "relu", "name": "activation_1", "trainable": true}}, {"class_name": "Dropout", "config": {"name": "dropout_1", "p": 0.25, "trainable": true}}, {"class_name": "Flatten", "config": {"name": "flatten_1", "trainable": true}}, {"class_name": "Dense", "config": {"bias": true, "init": "normal", "b_regularizer": null, "name": "dense_1", "b_constraint": null, "activity_regularizer": null, "W_constraint": null, "activation": "sigmoid", "input_dim": null, "trainable": true, "W_regularizer": null, "output_dim": 324}}, {"class_name": "Dropout", "config": {"name": "dropout_2", "p": 0.15, "trainable": true}}, {"class_name": "Dense", "config": {"bias": true, "init": "normal", "b_regularizer": null, "name": "dense_2", "b_constraint": null, "activity_regularizer": null, "W_constraint": null, "activation": "sigmoid", "input_dim": null, "trainable": true, "W_regularizer": null, "output_dim": 81}}]}

models/model_10_12800.json

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+{"config": [{"class_name": "Dense", "config": {"name": "dense_43", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 100, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 100], "bias": true, "activity_regularizer": null, "output_dim": 400, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_44", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 400}}, {"class_name": "Dense", "config": {"name": "dense_45", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 100}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_10_204800.json

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+{"config": [{"class_name": "Dense", "config": {"name": "dense_49", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 100, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 100], "bias": true, "activity_regularizer": null, "output_dim": 400, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_50", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 400}}, {"class_name": "Dense", "config": {"name": "dense_51", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 100}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_10_3200.json

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+{"config": [{"class_name": "Dense", "config": {"name": "dense_40", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 100, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 100], "bias": true, "activity_regularizer": null, "output_dim": 400, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_41", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 400}}, {"class_name": "Dense", "config": {"name": "dense_42", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 100}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_10_51200.json

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+{"config": [{"class_name": "Dense", "config": {"name": "dense_46", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 100, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 100], "bias": true, "activity_regularizer": null, "output_dim": 400, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_47", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 400}}, {"class_name": "Dense", "config": {"name": "dense_48", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 100}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_10_800.json

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+{"config": [{"class_name": "Dense", "config": {"name": "dense_37", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 100, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 100], "bias": true, "activity_regularizer": null, "output_dim": 400, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_38", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 400}}, {"class_name": "Dense", "config": {"name": "dense_39", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 100}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_10_819200.json

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+{"config": [{"class_name": "Dense", "config": {"name": "dense_52", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 100, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 100], "bias": true, "activity_regularizer": null, "output_dim": 400, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_53", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 400}}, {"class_name": "Dense", "config": {"name": "dense_54", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 100}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_5_12800.json

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+{"config": [{"class_name": "Dense", "config": {"name": "dense_61", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 25, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 25], "bias": true, "activity_regularizer": null, "output_dim": 100, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_62", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 100}}, {"class_name": "Dense", "config": {"name": "dense_63", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 25}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_5_204800.json

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+{"config": [{"class_name": "Dense", "config": {"name": "dense_67", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 25, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 25], "bias": true, "activity_regularizer": null, "output_dim": 100, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_68", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 100}}, {"class_name": "Dense", "config": {"name": "dense_69", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 25}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_5_3200.json

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+{"config": [{"class_name": "Dense", "config": {"name": "dense_58", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 25, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 25], "bias": true, "activity_regularizer": null, "output_dim": 100, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_59", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 100}}, {"class_name": "Dense", "config": {"name": "dense_60", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 25}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_5_51200.json

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+{"config": [{"class_name": "Dense", "config": {"name": "dense_64", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 25, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 25], "bias": true, "activity_regularizer": null, "output_dim": 100, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_65", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 100}}, {"class_name": "Dense", "config": {"name": "dense_66", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 25}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_5_800.json

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+{"config": [{"class_name": "Dense", "config": {"name": "dense_55", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 25, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 25], "bias": true, "activity_regularizer": null, "output_dim": 100, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_56", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 100}}, {"class_name": "Dense", "config": {"name": "dense_57", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 25}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_5_819200.json

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+{"config": [{"class_name": "Dense", "config": {"name": "dense_70", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 25, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 25], "bias": true, "activity_regularizer": null, "output_dim": 100, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_71", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 100}}, {"class_name": "Dense", "config": {"name": "dense_72", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 25}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_6_12800.json

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+{"config": [{"class_name": "Dense", "config": {"name": "dense_79", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 36, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 36], "bias": true, "activity_regularizer": null, "output_dim": 144, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_80", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 144}}, {"class_name": "Dense", "config": {"name": "dense_81", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 36}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_6_204800.json

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+{"config": [{"class_name": "Dense", "config": {"name": "dense_85", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 36, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 36], "bias": true, "activity_regularizer": null, "output_dim": 144, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_86", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 144}}, {"class_name": "Dense", "config": {"name": "dense_87", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 36}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_6_3200.json

@@ -0,0 +1 @@
+{"config": [{"class_name": "Dense", "config": {"name": "dense_76", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 36, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 36], "bias": true, "activity_regularizer": null, "output_dim": 144, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_77", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 144}}, {"class_name": "Dense", "config": {"name": "dense_78", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 36}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_6_51200.json

@@ -0,0 +1 @@
+{"config": [{"class_name": "Dense", "config": {"name": "dense_82", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 36, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 36], "bias": true, "activity_regularizer": null, "output_dim": 144, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_83", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 144}}, {"class_name": "Dense", "config": {"name": "dense_84", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 36}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_6_800.json

@@ -0,0 +1 @@
+{"config": [{"class_name": "Dense", "config": {"name": "dense_73", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 36, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 36], "bias": true, "activity_regularizer": null, "output_dim": 144, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_74", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 144}}, {"class_name": "Dense", "config": {"name": "dense_75", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 36}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_6_819200.json

@@ -0,0 +1 @@
+{"config": [{"class_name": "Dense", "config": {"name": "dense_88", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 36, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 36], "bias": true, "activity_regularizer": null, "output_dim": 144, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_89", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 144}}, {"class_name": "Dense", "config": {"name": "dense_90", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 36}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_8_12800.json

@@ -0,0 +1 @@
+{"config": [{"class_name": "Dense", "config": {"name": "dense_7", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 64, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 64], "bias": true, "activity_regularizer": null, "output_dim": 256, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_8", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 256}}, {"class_name": "Dense", "config": {"name": "dense_9", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 64}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_8_204800.json

@@ -0,0 +1 @@
+{"config": [{"class_name": "Dense", "config": {"name": "dense_13", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 64, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 64], "bias": true, "activity_regularizer": null, "output_dim": 256, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_14", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 256}}, {"class_name": "Dense", "config": {"name": "dense_15", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 64}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_8_3200.json

@@ -0,0 +1 @@
+{"config": [{"class_name": "Dense", "config": {"name": "dense_4", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 64, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 64], "bias": true, "activity_regularizer": null, "output_dim": 256, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_5", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 256}}, {"class_name": "Dense", "config": {"name": "dense_6", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 64}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_8_51200.json

@@ -0,0 +1 @@
+{"config": [{"class_name": "Dense", "config": {"name": "dense_10", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 64, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 64], "bias": true, "activity_regularizer": null, "output_dim": 256, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_11", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 256}}, {"class_name": "Dense", "config": {"name": "dense_12", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 64}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_8_800.json

@@ -0,0 +1 @@
+{"config": [{"class_name": "Dense", "config": {"name": "dense_1", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 64, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 64], "bias": true, "activity_regularizer": null, "output_dim": 256, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_2", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 256}}, {"class_name": "Dense", "config": {"name": "dense_3", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 64}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_8_819200.json

@@ -0,0 +1 @@
+{"config": [{"class_name": "Dense", "config": {"name": "dense_16", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 64, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 64], "bias": true, "activity_regularizer": null, "output_dim": 256, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_17", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 256}}, {"class_name": "Dense", "config": {"name": "dense_18", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 64}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_9_12800.json

@@ -0,0 +1 @@
+{"config": [{"class_name": "Dense", "config": {"name": "dense_25", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 81, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 81], "bias": true, "activity_regularizer": null, "output_dim": 324, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_26", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 324}}, {"class_name": "Dense", "config": {"name": "dense_27", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 81}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_9_204800.json

@@ -0,0 +1 @@
+{"config": [{"class_name": "Dense", "config": {"name": "dense_31", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 81, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 81], "bias": true, "activity_regularizer": null, "output_dim": 324, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_32", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 324}}, {"class_name": "Dense", "config": {"name": "dense_33", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 81}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_9_3200.json

@@ -0,0 +1 @@
+{"config": [{"class_name": "Dense", "config": {"name": "dense_22", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 81, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 81], "bias": true, "activity_regularizer": null, "output_dim": 324, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_23", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 324}}, {"class_name": "Dense", "config": {"name": "dense_24", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 81}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_9_51200.json

@@ -0,0 +1 @@
+{"config": [{"class_name": "Dense", "config": {"name": "dense_28", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 81, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 81], "bias": true, "activity_regularizer": null, "output_dim": 324, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_29", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 324}}, {"class_name": "Dense", "config": {"name": "dense_30", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 81}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_9_800.json

@@ -0,0 +1 @@
+{"config": [{"class_name": "Dense", "config": {"name": "dense_19", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 81, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 81], "bias": true, "activity_regularizer": null, "output_dim": 324, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_20", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 324}}, {"class_name": "Dense", "config": {"name": "dense_21", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 81}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}

models/model_9_819200.json

@@ -0,0 +1 @@
+{"config": [{"class_name": "Dense", "config": {"name": "dense_34", "b_regularizer": null, "input_dtype": "float32", "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": 81, "activation": "sigmoid", "W_constraint": null, "batch_input_shape": [null, 81], "bias": true, "activity_regularizer": null, "output_dim": 324, "trainable": true}}, {"class_name": "Dense", "config": {"name": "dense_35", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 324}}, {"class_name": "Dense", "config": {"name": "dense_36", "b_regularizer": null, "init": "normal", "b_constraint": null, "W_regularizer": null, "input_dim": null, "trainable": true, "W_constraint": null, "activation": "sigmoid", "bias": true, "activity_regularizer": null, "output_dim": 81}}], "sample_weight_mode": null, "keras_version": "1.0.5", "optimizer": {"name": "Nadam", "epsilon": 1e-08, "beta_2": 0.9990000128746033, "schedule_decay": 0.004, "beta_1": 0.8999999761581421, "lr": 0.0020000000949949026}, "class_name": "Sequential", "loss": "MSE"}