{"class_name": "Functional", "config": {"name": "model", "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": [null, 256, 256, 3], "dtype": "float32", "sparse": false, "ragged": false, "name": "input_score_48"}, "name": "input_score_48", "inbound_nodes": []}, {"class_name": "Conv2D", "config": {"name": "conv2d", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [7, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d", "inbound_nodes": [[["input_score_48", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation", "inbound_nodes": [[["conv2d", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization", "inbound_nodes": [[["activation", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout", "inbound_nodes": [[["layer_normalization", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_1", "inbound_nodes": [[["dropout", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_1", "inbound_nodes": [[["conv2d_1", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_1", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_1", "inbound_nodes": [[["activation_1", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_1", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_1", "inbound_nodes": [[["layer_normalization_1", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_2", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_2", "inbound_nodes": [[["dropout_1", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_3", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_3", "inbound_nodes": [[["conv2d", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "add", "trainable": true, "dtype": "float32"}, "name": "add", "inbound_nodes": [[["conv2d_2", 0, 0, {}], ["conv2d_3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_2", "inbound_nodes": [[["add", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_2", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_2", "inbound_nodes": [[["activation_2", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_2", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_2", "inbound_nodes": [[["layer_normalization_2", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_4", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_4", "inbound_nodes": [[["dropout_2", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_3", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_3", "inbound_nodes": [[["conv2d_4", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_3", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_3", "inbound_nodes": [[["activation_3", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_3", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_3", "inbound_nodes": [[["layer_normalization_3", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_5", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_5", "inbound_nodes": [[["dropout_3", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "add_1", "trainable": true, "dtype": "float32"}, "name": "add_1", "inbound_nodes": [[["conv2d_5", 0, 0, {}], ["add", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_4", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_4", "inbound_nodes": [[["add_1", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_4", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_4", "inbound_nodes": [[["activation_4", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_4", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_4", "inbound_nodes": [[["layer_normalization_4", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_6", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_6", "inbound_nodes": [[["dropout_4", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_5", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_5", "inbound_nodes": [[["conv2d_6", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_5", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_5", "inbound_nodes": [[["activation_5", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_5", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_5", "inbound_nodes": [[["layer_normalization_5", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_7", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_7", "inbound_nodes": [[["dropout_5", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_8", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_8", "inbound_nodes": [[["add_1", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "add_2", "trainable": true, "dtype": "float32"}, "name": "add_2", "inbound_nodes": [[["conv2d_7", 0, 0, {}], ["conv2d_8", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_6", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_6", "inbound_nodes": [[["add_2", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_6", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_6", "inbound_nodes": [[["activation_6", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_6", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_6", "inbound_nodes": [[["layer_normalization_6", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_9", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_9", "inbound_nodes": [[["dropout_6", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_7", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_7", "inbound_nodes": [[["conv2d_9", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_7", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_7", "inbound_nodes": [[["activation_7", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_7", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_7", "inbound_nodes": [[["layer_normalization_7", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_10", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_10", "inbound_nodes": [[["dropout_7", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "add_3", "trainable": true, "dtype": "float32"}, "name": "add_3", "inbound_nodes": [[["conv2d_10", 0, 0, {}], ["add_2", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_8", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_8", "inbound_nodes": [[["add_3", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_8", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_8", "inbound_nodes": [[["activation_8", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_8", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_8", "inbound_nodes": [[["layer_normalization_8", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_11", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_11", "inbound_nodes": [[["dropout_8", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_9", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_9", "inbound_nodes": [[["conv2d_11", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_9", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_9", "inbound_nodes": [[["activation_9", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_9", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_9", "inbound_nodes": [[["layer_normalization_9", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_12", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_12", "inbound_nodes": [[["dropout_9", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "add_4", "trainable": true, "dtype": "float32"}, "name": "add_4", "inbound_nodes": [[["conv2d_12", 0, 0, {}], ["add_3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_10", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_10", "inbound_nodes": [[["add_4", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_10", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_10", "inbound_nodes": [[["activation_10", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_10", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_10", "inbound_nodes": [[["layer_normalization_10", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_13", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_13", "inbound_nodes": [[["dropout_10", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_11", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_11", "inbound_nodes": [[["conv2d_13", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_11", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_11", "inbound_nodes": [[["activation_11", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_11", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_11", "inbound_nodes": [[["layer_normalization_11", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_14", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_14", "inbound_nodes": [[["dropout_11", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_15", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_15", "inbound_nodes": [[["add_4", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "add_5", "trainable": true, "dtype": "float32"}, "name": "add_5", "inbound_nodes": [[["conv2d_14", 0, 0, {}], ["conv2d_15", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_12", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_12", "inbound_nodes": [[["add_5", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_12", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_12", "inbound_nodes": [[["activation_12", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_12", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_12", "inbound_nodes": [[["layer_normalization_12", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_16", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_16", "inbound_nodes": [[["dropout_12", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_13", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_13", "inbound_nodes": [[["conv2d_16", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_13", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_13", "inbound_nodes": [[["activation_13", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_13", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_13", "inbound_nodes": [[["layer_normalization_13", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_17", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_17", "inbound_nodes": [[["dropout_13", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "add_6", "trainable": true, "dtype": "float32"}, "name": "add_6", "inbound_nodes": [[["conv2d_17", 0, 0, {}], ["add_5", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_14", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_14", "inbound_nodes": [[["add_6", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_14", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_14", "inbound_nodes": [[["activation_14", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_14", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_14", "inbound_nodes": [[["layer_normalization_14", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_18", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_18", "inbound_nodes": [[["dropout_14", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_15", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_15", "inbound_nodes": [[["conv2d_18", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_15", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_15", "inbound_nodes": [[["activation_15", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_15", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_15", "inbound_nodes": [[["layer_normalization_15", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_19", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_19", "inbound_nodes": [[["dropout_15", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "add_7", "trainable": true, "dtype": "float32"}, "name": "add_7", "inbound_nodes": [[["conv2d_19", 0, 0, {}], ["add_6", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_16", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_16", "inbound_nodes": [[["add_7", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_16", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_16", "inbound_nodes": [[["activation_16", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_16", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_16", "inbound_nodes": [[["layer_normalization_16", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_20", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_20", "inbound_nodes": [[["dropout_16", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_17", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_17", "inbound_nodes": [[["conv2d_20", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_17", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_17", "inbound_nodes": [[["activation_17", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_17", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_17", "inbound_nodes": [[["layer_normalization_17", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_21", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_21", "inbound_nodes": [[["dropout_17", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "add_8", "trainable": true, "dtype": "float32"}, "name": "add_8", "inbound_nodes": [[["conv2d_21", 0, 0, {}], ["add_7", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_18", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_18", "inbound_nodes": [[["add_8", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_18", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_18", "inbound_nodes": [[["activation_18", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_18", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_18", "inbound_nodes": [[["layer_normalization_18", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_22", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_22", "inbound_nodes": [[["dropout_18", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_19", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_19", "inbound_nodes": [[["conv2d_22", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_19", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_19", "inbound_nodes": [[["activation_19", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_19", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_19", "inbound_nodes": [[["layer_normalization_19", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_23", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_23", "inbound_nodes": [[["dropout_19", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_24", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_24", "inbound_nodes": [[["add_8", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "add_9", "trainable": true, "dtype": "float32"}, "name": "add_9", "inbound_nodes": [[["conv2d_23", 0, 0, {}], ["conv2d_24", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_20", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_20", "inbound_nodes": [[["add_9", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_20", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_20", "inbound_nodes": [[["activation_20", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_20", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_20", "inbound_nodes": [[["layer_normalization_20", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_25", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_25", "inbound_nodes": [[["dropout_20", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_21", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_21", "inbound_nodes": [[["conv2d_25", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_21", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_21", "inbound_nodes": [[["activation_21", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_21", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_21", "inbound_nodes": [[["layer_normalization_21", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_26", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_26", "inbound_nodes": [[["dropout_21", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "add_10", "trainable": true, "dtype": "float32"}, "name": "add_10", "inbound_nodes": [[["conv2d_26", 0, 0, {}], ["add_9", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_22", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_22", "inbound_nodes": [[["add_10", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_22", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_22", "inbound_nodes": [[["activation_22", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_22", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_22", "inbound_nodes": [[["layer_normalization_22", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_27", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_27", "inbound_nodes": [[["dropout_22", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_23", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_23", "inbound_nodes": [[["conv2d_27", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_23", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_23", "inbound_nodes": [[["activation_23", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_23", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_23", "inbound_nodes": [[["layer_normalization_23", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_28", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_28", "inbound_nodes": [[["dropout_23", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "add_11", "trainable": true, "dtype": "float32"}, "name": "add_11", "inbound_nodes": [[["conv2d_28", 0, 0, {}], ["add_10", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_24", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_24", "inbound_nodes": [[["add_11", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_24", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_24", "inbound_nodes": [[["activation_24", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_24", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_24", "inbound_nodes": [[["layer_normalization_24", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_29", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_29", "inbound_nodes": [[["dropout_24", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_25", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_25", "inbound_nodes": [[["conv2d_29", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_25", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_25", "inbound_nodes": [[["activation_25", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_25", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_25", "inbound_nodes": [[["layer_normalization_25", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_30", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_30", "inbound_nodes": [[["dropout_25", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "add_12", "trainable": true, "dtype": "float32"}, "name": "add_12", "inbound_nodes": [[["conv2d_30", 0, 0, {}], ["add_11", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_26", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_26", "inbound_nodes": [[["add_12", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_26", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_26", "inbound_nodes": [[["activation_26", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_26", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_26", "inbound_nodes": [[["layer_normalization_26", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_31", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_31", "inbound_nodes": [[["dropout_26", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_27", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_27", "inbound_nodes": [[["conv2d_31", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_27", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_27", "inbound_nodes": [[["activation_27", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_27", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_27", "inbound_nodes": [[["layer_normalization_27", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_32", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_32", "inbound_nodes": [[["dropout_27", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "add_13", "trainable": true, "dtype": "float32"}, "name": "add_13", "inbound_nodes": [[["conv2d_32", 0, 0, {}], ["add_12", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_28", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_28", "inbound_nodes": [[["add_13", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_28", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_28", "inbound_nodes": [[["activation_28", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_28", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_28", "inbound_nodes": [[["layer_normalization_28", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_33", "trainable": true, "dtype": "float32", "filters": 512, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_33", "inbound_nodes": [[["dropout_28", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_34", "trainable": true, "dtype": "float32", "filters": 512, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_34", "inbound_nodes": [[["dropout_28", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_29", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_29", "inbound_nodes": [[["conv2d_33", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_30", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_30", "inbound_nodes": [[["conv2d_34", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_35", "trainable": true, "dtype": "float32", "filters": 512, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [2, 2], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_35", "inbound_nodes": [[["dropout_28", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate", "trainable": true, "dtype": "float32", "axis": -1}, "name": "concatenate", "inbound_nodes": [[["layer_normalization_29", 0, 0, {}], ["layer_normalization_30", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_31", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_31", "inbound_nodes": [[["conv2d_35", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_36", "trainable": true, "dtype": "float32", "filters": 512, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [4, 4], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_36", "inbound_nodes": [[["dropout_28", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_1", "trainable": true, "dtype": "float32", "axis": -1}, "name": "concatenate_1", "inbound_nodes": [[["concatenate", 0, 0, {}], ["layer_normalization_31", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_32", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_32", "inbound_nodes": [[["conv2d_36", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_37", "trainable": true, "dtype": "float32", "filters": 512, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [8, 8], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_37", "inbound_nodes": [[["dropout_28", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_2", "trainable": true, "dtype": "float32", "axis": -1}, "name": "concatenate_2", "inbound_nodes": [[["concatenate_1", 0, 0, {}], ["layer_normalization_32", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_33", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_33", "inbound_nodes": [[["conv2d_37", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_38", "trainable": true, "dtype": "float32", "filters": 512, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [16, 16], "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_38", "inbound_nodes": [[["dropout_28", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_3", "trainable": true, "dtype": "float32", "axis": -1}, "name": "concatenate_3", "inbound_nodes": [[["concatenate_2", 0, 0, {}], ["layer_normalization_33", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_34", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_34", "inbound_nodes": [[["conv2d_38", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_4", "trainable": true, "dtype": "float32", "axis": -1}, "name": "concatenate_4", "inbound_nodes": [[["concatenate_3", 0, 0, {}], ["layer_normalization_34", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_29", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_29", "inbound_nodes": [[["concatenate_4", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_39", "trainable": true, "dtype": "float32", "filters": 512, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_39", "inbound_nodes": [[["dropout_29", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_29", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_29", "inbound_nodes": [[["conv2d_39", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_35", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_35", "inbound_nodes": [[["activation_29", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_40", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_40", "inbound_nodes": [[["layer_normalization_35", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "add_14", "trainable": true, "dtype": "float32"}, "name": "add_14", "inbound_nodes": [[["conv2d_40", 0, 0, {}], ["add_13", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_30", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_30", "inbound_nodes": [[["add_14", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_36", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_36", "inbound_nodes": [[["activation_30", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_30", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_30", "inbound_nodes": [[["layer_normalization_36", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_41", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_41", "inbound_nodes": [[["dropout_30", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_31", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_31", "inbound_nodes": [[["conv2d_41", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_37", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_37", "inbound_nodes": [[["activation_31", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_31", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_31", "inbound_nodes": [[["layer_normalization_37", 0, 0, {}]]]}, {"class_name": "Conv2DTranspose", "config": {"name": "conv2d_transpose", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "output_padding": null}, "name": "conv2d_transpose", "inbound_nodes": [[["dropout_31", 0, 0, {}]]]}, {"class_name": "Conv2DTranspose", "config": {"name": "conv2d_transpose_1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "output_padding": null}, "name": "conv2d_transpose_1", "inbound_nodes": [[["add_14", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "add_15", "trainable": true, "dtype": "float32"}, "name": "add_15", "inbound_nodes": [[["conv2d_transpose", 0, 0, {}], ["conv2d_transpose_1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_32", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_32", "inbound_nodes": [[["add_15", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_33", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_33", "inbound_nodes": [[["add_8", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_38", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_38", "inbound_nodes": [[["activation_32", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_39", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_39", "inbound_nodes": [[["activation_33", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_5", "trainable": true, "dtype": "float32", "axis": -1}, "name": "concatenate_5", "inbound_nodes": [[["layer_normalization_38", 0, 0, {}], ["layer_normalization_39", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_32", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_32", "inbound_nodes": [[["concatenate_5", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_42", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_42", "inbound_nodes": [[["dropout_32", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "add_16", "trainable": true, "dtype": "float32"}, "name": "add_16", "inbound_nodes": [[["conv2d_42", 0, 0, {}], ["add_15", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_34", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_34", "inbound_nodes": [[["add_16", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_40", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_40", "inbound_nodes": [[["activation_34", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_33", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_33", "inbound_nodes": [[["layer_normalization_40", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_43", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_43", "inbound_nodes": [[["dropout_33", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_35", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_35", "inbound_nodes": [[["conv2d_43", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_41", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_41", "inbound_nodes": [[["activation_35", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_34", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_34", "inbound_nodes": [[["layer_normalization_41", 0, 0, {}]]]}, {"class_name": "Conv2DTranspose", "config": {"name": "conv2d_transpose_2", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "output_padding": null}, "name": "conv2d_transpose_2", "inbound_nodes": [[["dropout_34", 0, 0, {}]]]}, {"class_name": "Conv2DTranspose", "config": {"name": "conv2d_transpose_3", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "output_padding": null}, "name": "conv2d_transpose_3", "inbound_nodes": [[["add_16", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "add_17", "trainable": true, "dtype": "float32"}, "name": "add_17", "inbound_nodes": [[["conv2d_transpose_2", 0, 0, {}], ["conv2d_transpose_3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_36", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_36", "inbound_nodes": [[["add_17", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_37", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_37", "inbound_nodes": [[["add_4", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_42", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_42", "inbound_nodes": [[["activation_36", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_43", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_43", "inbound_nodes": [[["activation_37", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_6", "trainable": true, "dtype": "float32", "axis": -1}, "name": "concatenate_6", "inbound_nodes": [[["layer_normalization_42", 0, 0, {}], ["layer_normalization_43", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_35", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_35", "inbound_nodes": [[["concatenate_6", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_44", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_44", "inbound_nodes": [[["dropout_35", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "add_18", "trainable": true, "dtype": "float32"}, "name": "add_18", "inbound_nodes": [[["conv2d_44", 0, 0, {}], ["add_17", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_38", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_38", "inbound_nodes": [[["add_18", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_44", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_44", "inbound_nodes": [[["activation_38", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_36", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_36", "inbound_nodes": [[["layer_normalization_44", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_45", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_45", "inbound_nodes": [[["dropout_36", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_39", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_39", "inbound_nodes": [[["conv2d_45", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_45", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_45", "inbound_nodes": [[["activation_39", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_37", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_37", "inbound_nodes": [[["layer_normalization_45", 0, 0, {}]]]}, {"class_name": "Conv2DTranspose", "config": {"name": "conv2d_transpose_4", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "output_padding": null}, "name": "conv2d_transpose_4", "inbound_nodes": [[["dropout_37", 0, 0, {}]]]}, {"class_name": "Conv2DTranspose", "config": {"name": "conv2d_transpose_5", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "output_padding": null}, "name": "conv2d_transpose_5", "inbound_nodes": [[["add_18", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "add_19", "trainable": true, "dtype": "float32"}, "name": "add_19", "inbound_nodes": [[["conv2d_transpose_4", 0, 0, {}], ["conv2d_transpose_5", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_40", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_40", "inbound_nodes": [[["add_19", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_41", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_41", "inbound_nodes": [[["add_1", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_46", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_46", "inbound_nodes": [[["activation_40", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_47", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_47", "inbound_nodes": [[["activation_41", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_7", "trainable": true, "dtype": "float32", "axis": -1}, "name": "concatenate_7", "inbound_nodes": [[["layer_normalization_46", 0, 0, {}], ["layer_normalization_47", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_38", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_38", "inbound_nodes": [[["concatenate_7", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_46", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_46", "inbound_nodes": [[["dropout_38", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "add_20", "trainable": true, "dtype": "float32"}, "name": "add_20", "inbound_nodes": [[["conv2d_46", 0, 0, {}], ["add_19", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_42", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_42", "inbound_nodes": [[["add_20", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_48", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_48", "inbound_nodes": [[["activation_42", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_39", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_39", "inbound_nodes": [[["layer_normalization_48", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_47", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_47", "inbound_nodes": [[["dropout_39", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_43", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_43", "inbound_nodes": [[["conv2d_47", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_49", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_49", "inbound_nodes": [[["activation_43", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_40", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_40", "inbound_nodes": [[["layer_normalization_49", 0, 0, {}]]]}, {"class_name": "Conv2DTranspose", "config": {"name": "conv2d_transpose_6", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "output_padding": null}, "name": "conv2d_transpose_6", "inbound_nodes": [[["dropout_40", 0, 0, {}]]]}, {"class_name": "Conv2DTranspose", "config": {"name": "conv2d_transpose_7", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "output_padding": null}, "name": "conv2d_transpose_7", "inbound_nodes": [[["add_20", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "add_21", "trainable": true, "dtype": "float32"}, "name": "add_21", "inbound_nodes": [[["conv2d_transpose_6", 0, 0, {}], ["conv2d_transpose_7", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_44", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_44", "inbound_nodes": [[["add_21", 0, 0, {}]]]}, {"class_name": "LayerNormalization", "config": {"name": "layer_normalization_50", "trainable": true, "dtype": "float32", "axis": [3], "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "layer_normalization_50", "inbound_nodes": [[["activation_44", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_41", "trainable": true, "dtype": "float32", "rate": 0.4, "noise_shape": null, "seed": null}, "name": "dropout_41", "inbound_nodes": [[["layer_normalization_50", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "prediction", "trainable": true, "dtype": "float32", "filters": 3, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "softmax", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "prediction", "inbound_nodes": [[["dropout_41", 0, 0, {}]]]}], "input_layers": [["input_score_48", 0, 0]], "output_layers": [["prediction", 0, 0]]}, "keras_version": "2.5.0", "backend": "tensorflow"}