model_unet.json

{"class_name": "Model", "config": {"name": "model_2", "layers": [{"name": "input_3", "class_name": "InputLayer", "config": {"batch_input_shape": [null, 128, 128, 1], "dtype": "float32", "sparse": false, "ragged": false, "name": "input_3"}, "inbound_nodes": []}, {"name": "conv2d_48", "class_name": "Conv2D", "config": {"name": "conv2d_48", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "truncated_normal", "seed": null, "dtype": "float32"}}, "bias_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["input_3", 0, 0, {}]]]}, {"name": "leaky_re_lu_46", "class_name": "LeakyReLU", "config": {"name": "leaky_re_lu_46", "trainable": true, "dtype": "float32", "alpha": 0.30000001192092896}, "inbound_nodes": [[["conv2d_48", 0, 0, {}]]]}, {"name": "conv2d_49", "class_name": "Conv2D", "config": {"name": "conv2d_49", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "truncated_normal", "seed": null, "dtype": "float32"}}, "bias_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["leaky_re_lu_46", 0, 0, {}]]]}, {"name": "leaky_re_lu_47", "class_name": "LeakyReLU", "config": {"name": "leaky_re_lu_47", "trainable": true, "dtype": "float32", "alpha": 0.30000001192092896}, "inbound_nodes": [[["conv2d_49", 0, 0, {}]]]}, {"name": "max_pooling2d_8", "class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_8", "trainable": true, "dtype": "float32", "pool_size": [2, 2], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}, "inbound_nodes": [[["leaky_re_lu_47", 0, 0, {}]]]}, {"name": "conv2d_50", "class_name": "Conv2D", "config": {"name": "conv2d_50", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "truncated_normal", "seed": null, "dtype": "float32"}}, "bias_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["max_pooling2d_8", 0, 0, {}]]]}, {"name": "leaky_re_lu_48", "class_name": "LeakyReLU", "config": {"name": "leaky_re_lu_48", "trainable": true, "dtype": "float32", "alpha": 0.30000001192092896}, "inbound_nodes": [[["conv2d_50", 0, 0, {}]]]}, {"name": "conv2d_51", "class_name": "Conv2D", "config": {"name": "conv2d_51", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "truncated_normal", "seed": null, "dtype": "float32"}}, "bias_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["leaky_re_lu_48", 0, 0, {}]]]}, {"name": "leaky_re_lu_49", "class_name": "LeakyReLU", "config": {"name": "leaky_re_lu_49", "trainable": true, "dtype": "float32", "alpha": 0.30000001192092896}, "inbound_nodes": [[["conv2d_51", 0, 0, {}]]]}, {"name": "max_pooling2d_9", "class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_9", "trainable": true, "dtype": "float32", "pool_size": [2, 2], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}, "inbound_nodes": [[["leaky_re_lu_49", 0, 0, {}]]]}, {"name": "conv2d_52", "class_name": "Conv2D", "config": {"name": "conv2d_52", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "truncated_normal", "seed": null, "dtype": "float32"}}, "bias_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["max_pooling2d_9", 0, 0, {}]]]}, {"name": "leaky_re_lu_50", "class_name": "LeakyReLU", "config": {"name": "leaky_re_lu_50", "trainable": true, "dtype": "float32", "alpha": 0.30000001192092896}, "inbound_nodes": [[["conv2d_52", 0, 0, {}]]]}, {"name": "conv2d_53", "class_name": "Conv2D", "config": {"name": "conv2d_53", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "truncated_normal", "seed": null, "dtype": "float32"}}, "bias_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["leaky_re_lu_50", 0, 0, {}]]]}, {"name": "leaky_re_lu_51", "class_name": "LeakyReLU", "config": {"name": "leaky_re_lu_51", "trainable": true, "dtype": "float32", "alpha": 0.30000001192092896}, "inbound_nodes": [[["conv2d_53", 0, 0, {}]]]}, {"name": "max_pooling2d_10", "class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_10", "trainable": true, "dtype": "float32", "pool_size": [2, 2], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}, "inbound_nodes": [[["leaky_re_lu_51", 0, 0, {}]]]}, {"name": "conv2d_54", "class_name": "Conv2D", "config": {"name": "conv2d_54", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "truncated_normal", "seed": null, "dtype": "float32"}}, "bias_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["max_pooling2d_10", 0, 0, {}]]]}, {"name": "leaky_re_lu_52", "class_name": "LeakyReLU", "config": {"name": "leaky_re_lu_52", "trainable": true, "dtype": "float32", "alpha": 0.30000001192092896}, "inbound_nodes": [[["conv2d_54", 0, 0, {}]]]}, {"name": "conv2d_55", "class_name": "Conv2D", "config": {"name": "conv2d_55", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "truncated_normal", "seed": null, "dtype": "float32"}}, "bias_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["leaky_re_lu_52", 0, 0, {}]]]}, {"name": "leaky_re_lu_53", "class_name": "LeakyReLU", "config": {"name": "leaky_re_lu_53", "trainable": true, "dtype": "float32", "alpha": 0.30000001192092896}, "inbound_nodes": [[["conv2d_55", 0, 0, {}]]]}, {"name": "dropout_4", "class_name": "Dropout", "config": {"name": "dropout_4", "trainable": true, "dtype": "float32", "rate": 0.5, "noise_shape": null, "seed": null}, "inbound_nodes": [[["leaky_re_lu_53", 0, 0, {}]]]}, {"name": "max_pooling2d_11", "class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_11", "trainable": true, "dtype": "float32", "pool_size": [2, 2], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}, "inbound_nodes": [[["dropout_4", 0, 0, {}]]]}, {"name": "conv2d_56", "class_name": "Conv2D", "config": {"name": "conv2d_56", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "truncated_normal", "seed": null, "dtype": "float32"}}, "bias_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["max_pooling2d_11", 0, 0, {}]]]}, {"name": "leaky_re_lu_54", "class_name": "LeakyReLU", "config": {"name": "leaky_re_lu_54", "trainable": true, "dtype": "float32", "alpha": 0.30000001192092896}, "inbound_nodes": [[["conv2d_56", 0, 0, {}]]]}, {"name": "conv2d_57", "class_name": "Conv2D", "config": {"name": "conv2d_57", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "truncated_normal", "seed": null, "dtype": "float32"}}, "bias_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["leaky_re_lu_54", 0, 0, {}]]]}, {"name": "leaky_re_lu_55", "class_name": "LeakyReLU", "config": {"name": "leaky_re_lu_55", "trainable": true, "dtype": "float32", "alpha": 0.30000001192092896}, "inbound_nodes": [[["conv2d_57", 0, 0, {}]]]}, {"name": "dropout_5", "class_name": "Dropout", "config": {"name": "dropout_5", "trainable": true, "dtype": "float32", "rate": 0.5, "noise_shape": null, "seed": null}, "inbound_nodes": [[["leaky_re_lu_55", 0, 0, {}]]]}, {"name": "up_sampling2d_8", "class_name": "UpSampling2D", "config": {"name": "up_sampling2d_8", "trainable": true, "dtype": "float32", "size": [2, 2], "data_format": "channels_last", "interpolation": "nearest"}, "inbound_nodes": [[["dropout_5", 0, 0, {}]]]}, {"name": "conv2d_58", "class_name": "Conv2D", "config": {"name": "conv2d_58", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [2, 2], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "truncated_normal", "seed": null, "dtype": "float32"}}, "bias_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["up_sampling2d_8", 0, 0, {}]]]}, {"name": "leaky_re_lu_56", "class_name": "LeakyReLU", "config": {"name": "leaky_re_lu_56", "trainable": true, "dtype": "float32", "alpha": 0.30000001192092896}, "inbound_nodes": [[["conv2d_58", 0, 0, {}]]]}, {"name": "concatenate_8", "class_name": "Concatenate", "config": {"name": "concatenate_8", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["dropout_4", 0, 0, {}], ["leaky_re_lu_56", 0, 0, {}]]]}, {"name": "conv2d_59", "class_name": "Conv2D", "config": {"name": "conv2d_59", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "truncated_normal", "seed": null, "dtype": "float32"}}, "bias_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["concatenate_8", 0, 0, {}]]]}, {"name": "leaky_re_lu_57", "class_name": "LeakyReLU", "config": {"name": "leaky_re_lu_57", "trainable": true, "dtype": "float32", "alpha": 0.30000001192092896}, "inbound_nodes": [[["conv2d_59", 0, 0, {}]]]}, {"name": "conv2d_60", "class_name": "Conv2D", "config": {"name": "conv2d_60", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "truncated_normal", "seed": null, "dtype": "float32"}}, "bias_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["leaky_re_lu_57", 0, 0, {}]]]}, {"name": "leaky_re_lu_58", "class_name": "LeakyReLU", "config": {"name": "leaky_re_lu_58", "trainable": true, "dtype": "float32", "alpha": 0.30000001192092896}, "inbound_nodes": [[["conv2d_60", 0, 0, {}]]]}, {"name": "up_sampling2d_9", "class_name": "UpSampling2D", "config": {"name": "up_sampling2d_9", "trainable": true, "dtype": "float32", "size": [2, 2], "data_format": "channels_last", "interpolation": "nearest"}, "inbound_nodes": [[["leaky_re_lu_58", 0, 0, {}]]]}, {"name": "conv2d_61", "class_name": "Conv2D", "config": {"name": "conv2d_61", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": [2, 2], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "truncated_normal", "seed": null, "dtype": "float32"}}, "bias_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["up_sampling2d_9", 0, 0, {}]]]}, {"name": "leaky_re_lu_59", "class_name": "LeakyReLU", "config": {"name": "leaky_re_lu_59", "trainable": true, "dtype": "float32", "alpha": 0.30000001192092896}, "inbound_nodes": [[["conv2d_61", 0, 0, {}]]]}, {"name": "concatenate_9", "class_name": "Concatenate", "config": {"name": "concatenate_9", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["leaky_re_lu_51", 0, 0, {}], ["leaky_re_lu_59", 0, 0, {}]]]}, {"name": "conv2d_62", "class_name": "Conv2D", "config": {"name": "conv2d_62", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "truncated_normal", "seed": null, "dtype": "float32"}}, "bias_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["concatenate_9", 0, 0, {}]]]}, {"name": "leaky_re_lu_60", "class_name": "LeakyReLU", "config": {"name": "leaky_re_lu_60", "trainable": true, "dtype": "float32", "alpha": 0.30000001192092896}, "inbound_nodes": [[["conv2d_62", 0, 0, {}]]]}, {"name": "conv2d_63", "class_name": "Conv2D", "config": {"name": "conv2d_63", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "truncated_normal", "seed": null, "dtype": "float32"}}, "bias_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["leaky_re_lu_60", 0, 0, {}]]]}, {"name": "leaky_re_lu_61", "class_name": "LeakyReLU", "config": {"name": "leaky_re_lu_61", "trainable": true, "dtype": "float32", "alpha": 0.30000001192092896}, "inbound_nodes": [[["conv2d_63", 0, 0, {}]]]}, {"name": "up_sampling2d_10", "class_name": "UpSampling2D", "config": {"name": "up_sampling2d_10", "trainable": true, "dtype": "float32", "size": [2, 2], "data_format": "channels_last", "interpolation": "nearest"}, "inbound_nodes": [[["leaky_re_lu_61", 0, 0, {}]]]}, {"name": "conv2d_64", "class_name": "Conv2D", "config": {"name": "conv2d_64", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [2, 2], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "truncated_normal", "seed": null, "dtype": "float32"}}, "bias_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["up_sampling2d_10", 0, 0, {}]]]}, {"name": "leaky_re_lu_62", "class_name": "LeakyReLU", "config": {"name": "leaky_re_lu_62", "trainable": true, "dtype": "float32", "alpha": 0.30000001192092896}, "inbound_nodes": [[["conv2d_64", 0, 0, {}]]]}, {"name": "concatenate_10", "class_name": "Concatenate", "config": {"name": "concatenate_10", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["leaky_re_lu_49", 0, 0, {}], ["leaky_re_lu_62", 0, 0, {}]]]}, {"name": "conv2d_65", "class_name": "Conv2D", "config": {"name": "conv2d_65", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "truncated_normal", "seed": null, "dtype": "float32"}}, "bias_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["concatenate_10", 0, 0, {}]]]}, {"name": "leaky_re_lu_63", "class_name": "LeakyReLU", "config": {"name": "leaky_re_lu_63", "trainable": true, "dtype": "float32", "alpha": 0.30000001192092896}, "inbound_nodes": [[["conv2d_65", 0, 0, {}]]]}, {"name": "conv2d_66", "class_name": "Conv2D", "config": {"name": "conv2d_66", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "truncated_normal", "seed": null, "dtype": "float32"}}, "bias_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["leaky_re_lu_63", 0, 0, {}]]]}, {"name": "leaky_re_lu_64", "class_name": "LeakyReLU", "config": {"name": "leaky_re_lu_64", "trainable": true, "dtype": "float32", "alpha": 0.30000001192092896}, "inbound_nodes": [[["conv2d_66", 0, 0, {}]]]}, {"name": "up_sampling2d_11", "class_name": "UpSampling2D", "config": {"name": "up_sampling2d_11", "trainable": true, "dtype": "float32", "size": [2, 2], "data_format": "channels_last", "interpolation": "nearest"}, "inbound_nodes": [[["leaky_re_lu_64", 0, 0, {}]]]}, {"name": "conv2d_67", "class_name": "Conv2D", "config": {"name": "conv2d_67", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": [2, 2], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "truncated_normal", "seed": null, "dtype": "float32"}}, "bias_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["up_sampling2d_11", 0, 0, {}]]]}, {"name": "leaky_re_lu_65", "class_name": "LeakyReLU", "config": {"name": "leaky_re_lu_65", "trainable": true, "dtype": "float32", "alpha": 0.30000001192092896}, "inbound_nodes": [[["conv2d_67", 0, 0, {}]]]}, {"name": "concatenate_11", "class_name": "Concatenate", "config": {"name": "concatenate_11", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["leaky_re_lu_47", 0, 0, {}], ["leaky_re_lu_65", 0, 0, {}]]]}, {"name": "conv2d_68", "class_name": "Conv2D", "config": {"name": "conv2d_68", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "truncated_normal", "seed": null, "dtype": "float32"}}, "bias_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["concatenate_11", 0, 0, {}]]]}, {"name": "leaky_re_lu_66", "class_name": "LeakyReLU", "config": {"name": "leaky_re_lu_66", "trainable": true, "dtype": "float32", "alpha": 0.30000001192092896}, "inbound_nodes": [[["conv2d_68", 0, 0, {}]]]}, {"name": "conv2d_69", "class_name": "Conv2D", "config": {"name": "conv2d_69", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "truncated_normal", "seed": null, "dtype": "float32"}}, "bias_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["leaky_re_lu_66", 0, 0, {}]]]}, {"name": "leaky_re_lu_67", "class_name": "LeakyReLU", "config": {"name": "leaky_re_lu_67", "trainable": true, "dtype": "float32", "alpha": 0.30000001192092896}, "inbound_nodes": [[["conv2d_69", 0, 0, {}]]]}, {"name": "conv2d_70", "class_name": "Conv2D", "config": {"name": "conv2d_70", "trainable": true, "dtype": "float32", "filters": 2, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "truncated_normal", "seed": null, "dtype": "float32"}}, "bias_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["leaky_re_lu_67", 0, 0, {}]]]}, {"name": "leaky_re_lu_68", "class_name": "LeakyReLU", "config": {"name": "leaky_re_lu_68", "trainable": true, "dtype": "float32", "alpha": 0.30000001192092896}, "inbound_nodes": [[["conv2d_70", 0, 0, {}]]]}, {"name": "conv2d_71", "class_name": "Conv2D", "config": {"name": "conv2d_71", "trainable": true, "dtype": "float32", "filters": 1, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "tanh", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null, "dtype": "float32"}}, "bias_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["leaky_re_lu_68", 0, 0, {}]]]}], "input_layers": [["input_3", 0, 0]], "output_layers": [["conv2d_71", 0, 0]]}, "keras_version": "2.2.4-tf", "backend": "tensorflow"}