CNNsmile.json

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{"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv1", 0, 0, {}]]]}, {"name": "activation_4", "class_name": "Activation", "config": {"name": "activation_4", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["bn1", 0, 0, {}]]]}, {"name": "dropout_4", "class_name": "Dropout", "config": {"name": "dropout_4", "trainable": true, "rate": 0.3, "noise_shape": null, "seed": null}, "inbound_nodes": [[["activation_4", 0, 0, {}]]]}, {"name": "max_pool_1", "class_name": "MaxPooling2D", "config": {"name": "max_pool_1", "trainable": true, "pool_size": [3, 3], "padding": "valid", "strides": [3, 3], "data_format": "channels_last"}, "inbound_nodes": [[["dropout_4", 0, 0, {}]]]}, {"name": "flatten_2", "class_name": "Flatten", "config": {"name": "flatten_2", "trainable": true, "data_format": "channels_last"}, "inbound_nodes": [[["max_pool_1", 0, 0, {}]]]}, {"name": "fc0", "class_name": "Dense", "config": {"name": "fc0", "trainable": true, "units": 256, "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["flatten_2", 0, 0, {}]]]}, {"name": "dropout_5", "class_name": "Dropout", "config": {"name": "dropout_5", "trainable": true, "rate": 0.3, "noise_shape": null, "seed": null}, "inbound_nodes": [[["fc0", 0, 0, {}]]]}, {"name": "fc1", "class_name": "Dense", "config": {"name": "fc1", "trainable": true, "units": 128, "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["dropout_5", 0, 0, {}]]]}, {"name": "dropout_6", "class_name": "Dropout", "config": {"name": "dropout_6", "trainable": true, "rate": 0.3, "noise_shape": null, "seed": null}, "inbound_nodes": [[["fc1", 0, 0, {}]]]}, {"name": "fc2", "class_name": "Dense", "config": {"name": "fc2", "trainable": true, "units": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["dropout_6", 0, 0, {}]]]}], "input_layers": [["input_2", 0, 0]], "output_layers": [["fc2", 0, 0]]}, "keras_version": "2.2.0", "backend": "tensorflow"}