model.json

{"class_name": "Model", "config": {"name": "model_7", "layers": [{"name": "input_9", "class_name": "InputLayer", "config": {"batch_input_shape": [null, 224, 224, 3], "dtype": "float32", "sparse": false, "name": "input_9"}, "inbound_nodes": []}, {"name": "conv2d_526", "class_name": "Conv2D", "config": {"name": "conv2d_526", "trainable": true, "filters": 48, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["input_9", 0, 0, {}]]]}, {"name": "batch_normalization_513", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_513", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_526", 0, 0, {}]]]}, {"name": "activation_517", "class_name": "Activation", "config": {"name": "activation_517", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_513", 0, 0, {}]]]}, {"name": "conv2d_527", "class_name": "Conv2D", "config": {"name": "conv2d_527", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_517", 0, 0, {}]]]}, {"name": "dropout_507", "class_name": "Dropout", "config": {"name": "dropout_507", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_527", 0, 0, {}]]]}, {"name": "merge_517", "class_name": "Merge", "config": {"name": "merge_517", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["conv2d_526", 0, 0, {"mask": [null, null]}], ["dropout_507", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_514", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_514", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_517", 0, 0, {}]]]}, {"name": "activation_518", "class_name": "Activation", "config": {"name": "activation_518", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_514", 0, 0, {}]]]}, {"name": "conv2d_528", "class_name": "Conv2D", "config": {"name": "conv2d_528", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_518", 0, 0, {}]]]}, {"name": "dropout_508", "class_name": "Dropout", "config": {"name": "dropout_508", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_528", 0, 0, {}]]]}, {"name": "merge_518", "class_name": "Merge", "config": {"name": "merge_518", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_517", 0, 0, {"mask": [null, null]}], ["dropout_508", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_515", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_515", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_518", 0, 0, {}]]]}, {"name": "activation_519", "class_name": "Activation", "config": {"name": "activation_519", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_515", 0, 0, {}]]]}, {"name": "conv2d_529", "class_name": "Conv2D", "config": {"name": "conv2d_529", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_519", 0, 0, {}]]]}, {"name": "dropout_509", "class_name": "Dropout", "config": {"name": "dropout_509", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_529", 0, 0, {}]]]}, {"name": "merge_519", "class_name": "Merge", "config": {"name": "merge_519", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_518", 0, 0, {"mask": [null, null]}], ["dropout_509", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_516", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_516", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_519", 0, 0, {}]]]}, {"name": "activation_520", "class_name": "Activation", "config": {"name": "activation_520", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_516", 0, 0, {}]]]}, {"name": "conv2d_530", "class_name": "Conv2D", "config": {"name": "conv2d_530", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_520", 0, 0, {}]]]}, {"name": "dropout_510", "class_name": "Dropout", "config": {"name": "dropout_510", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_530", 0, 0, {}]]]}, {"name": "merge_520", "class_name": "Merge", "config": {"name": "merge_520", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_519", 0, 0, {"mask": [null, null]}], ["dropout_510", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_517", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_517", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_520", 0, 0, {}]]]}, {"name": "activation_521", "class_name": "Activation", "config": {"name": "activation_521", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_517", 0, 0, {}]]]}, {"name": "conv2d_531", "class_name": "Conv2D", "config": {"name": "conv2d_531", "trainable": true, "filters": 112, "kernel_size": [1, 1], "strides": [2, 2], "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_521", 0, 0, {}]]]}, {"name": "dropout_511", "class_name": "Dropout", "config": {"name": "dropout_511", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_531", 0, 0, {}]]]}, {"name": "batch_normalization_518", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_518", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["dropout_511", 0, 0, {}]]]}, {"name": "activation_522", "class_name": "Activation", "config": {"name": "activation_522", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_518", 0, 0, {}]]]}, {"name": "conv2d_532", "class_name": "Conv2D", "config": {"name": "conv2d_532", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_522", 0, 0, {}]]]}, {"name": "dropout_512", "class_name": "Dropout", "config": {"name": "dropout_512", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_532", 0, 0, {}]]]}, {"name": "merge_521", "class_name": "Merge", "config": {"name": "merge_521", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["dropout_511", 0, 0, {"mask": [null, null]}], ["dropout_512", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_519", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_519", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_521", 0, 0, {}]]]}, {"name": "activation_523", "class_name": "Activation", "config": {"name": "activation_523", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_519", 0, 0, {}]]]}, {"name": "conv2d_533", "class_name": "Conv2D", "config": {"name": "conv2d_533", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_523", 0, 0, {}]]]}, {"name": "dropout_513", "class_name": "Dropout", "config": {"name": "dropout_513", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_533", 0, 0, {}]]]}, {"name": "merge_522", "class_name": "Merge", "config": {"name": "merge_522", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_521", 0, 0, {"mask": [null, null]}], ["dropout_513", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_520", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_520", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_522", 0, 0, {}]]]}, {"name": "activation_524", "class_name": "Activation", "config": {"name": "activation_524", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_520", 0, 0, {}]]]}, {"name": "conv2d_534", "class_name": "Conv2D", "config": {"name": "conv2d_534", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_524", 0, 0, {}]]]}, {"name": "dropout_514", "class_name": "Dropout", "config": {"name": "dropout_514", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_534", 0, 0, {}]]]}, {"name": "merge_523", "class_name": "Merge", "config": {"name": "merge_523", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_522", 0, 0, {"mask": [null, null]}], ["dropout_514", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_521", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_521", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_523", 0, 0, {}]]]}, {"name": "activation_525", "class_name": "Activation", "config": {"name": "activation_525", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_521", 0, 0, {}]]]}, {"name": "conv2d_535", "class_name": "Conv2D", "config": {"name": "conv2d_535", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_525", 0, 0, {}]]]}, {"name": "dropout_515", "class_name": "Dropout", "config": {"name": "dropout_515", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_535", 0, 0, {}]]]}, {"name": "merge_524", "class_name": "Merge", "config": {"name": "merge_524", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_523", 0, 0, {"mask": [null, null]}], ["dropout_515", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_522", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_522", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_524", 0, 0, {}]]]}, {"name": "activation_526", "class_name": "Activation", "config": {"name": "activation_526", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_522", 0, 0, {}]]]}, {"name": "conv2d_536", "class_name": "Conv2D", "config": {"name": "conv2d_536", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_526", 0, 0, {}]]]}, {"name": "dropout_516", "class_name": "Dropout", "config": {"name": "dropout_516", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_536", 0, 0, {}]]]}, {"name": "merge_525", "class_name": "Merge", "config": {"name": "merge_525", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_524", 0, 0, {"mask": [null, null]}], ["dropout_516", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_523", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_523", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_525", 0, 0, {}]]]}, {"name": "activation_527", "class_name": "Activation", "config": {"name": "activation_527", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_523", 0, 0, {}]]]}, {"name": "conv2d_537", "class_name": "Conv2D", "config": {"name": "conv2d_537", "trainable": true, "filters": 192, "kernel_size": [1, 1], "strides": [2, 2], "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_527", 0, 0, {}]]]}, {"name": "dropout_517", "class_name": "Dropout", "config": {"name": "dropout_517", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_537", 0, 0, {}]]]}, {"name": "batch_normalization_524", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_524", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["dropout_517", 0, 0, {}]]]}, {"name": "activation_528", "class_name": "Activation", "config": {"name": "activation_528", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_524", 0, 0, {}]]]}, {"name": "conv2d_538", "class_name": "Conv2D", "config": {"name": "conv2d_538", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_528", 0, 0, {}]]]}, {"name": "dropout_518", "class_name": "Dropout", "config": {"name": "dropout_518", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_538", 0, 0, {}]]]}, {"name": "merge_526", "class_name": "Merge", "config": {"name": "merge_526", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["dropout_517", 0, 0, {"mask": [null, null]}], ["dropout_518", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_525", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_525", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_526", 0, 0, {}]]]}, {"name": "activation_529", "class_name": "Activation", "config": {"name": "activation_529", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_525", 0, 0, {}]]]}, {"name": "conv2d_539", "class_name": "Conv2D", "config": {"name": "conv2d_539", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_529", 0, 0, {}]]]}, {"name": "dropout_519", "class_name": "Dropout", "config": {"name": "dropout_519", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_539", 0, 0, {}]]]}, {"name": "merge_527", "class_name": "Merge", "config": {"name": "merge_527", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_526", 0, 0, {"mask": [null, null]}], ["dropout_519", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_526", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_526", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_527", 0, 0, {}]]]}, {"name": "activation_530", "class_name": "Activation", "config": {"name": "activation_530", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_526", 0, 0, {}]]]}, {"name": "conv2d_540", "class_name": "Conv2D", "config": {"name": "conv2d_540", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_530", 0, 0, {}]]]}, {"name": "dropout_520", "class_name": "Dropout", "config": {"name": "dropout_520", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_540", 0, 0, {}]]]}, {"name": "merge_528", "class_name": "Merge", "config": {"name": "merge_528", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_527", 0, 0, {"mask": [null, null]}], ["dropout_520", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_527", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_527", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_528", 0, 0, {}]]]}, {"name": "activation_531", "class_name": "Activation", "config": {"name": "activation_531", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_527", 0, 0, {}]]]}, {"name": "conv2d_541", "class_name": "Conv2D", "config": {"name": "conv2d_541", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_531", 0, 0, {}]]]}, {"name": "dropout_521", "class_name": "Dropout", "config": {"name": "dropout_521", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_541", 0, 0, {}]]]}, {"name": "merge_529", "class_name": "Merge", "config": {"name": "merge_529", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_528", 0, 0, {"mask": [null, null]}], ["dropout_521", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_528", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_528", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_529", 0, 0, {}]]]}, {"name": "activation_532", "class_name": "Activation", "config": {"name": "activation_532", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_528", 0, 0, {}]]]}, {"name": "conv2d_542", "class_name": "Conv2D", "config": {"name": "conv2d_542", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_532", 0, 0, {}]]]}, {"name": "dropout_522", "class_name": "Dropout", "config": {"name": "dropout_522", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_542", 0, 0, {}]]]}, {"name": "merge_530", "class_name": "Merge", "config": {"name": "merge_530", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_529", 0, 0, {"mask": [null, null]}], ["dropout_522", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_529", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_529", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_530", 0, 0, {}]]]}, {"name": "activation_533", "class_name": "Activation", "config": {"name": "activation_533", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_529", 0, 0, {}]]]}, {"name": "conv2d_543", "class_name": "Conv2D", "config": {"name": "conv2d_543", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_533", 0, 0, {}]]]}, {"name": "dropout_523", "class_name": "Dropout", "config": {"name": "dropout_523", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_543", 0, 0, {}]]]}, {"name": "merge_531", "class_name": "Merge", "config": {"name": "merge_531", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_530", 0, 0, {"mask": [null, null]}], ["dropout_523", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_530", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_530", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_531", 0, 0, {}]]]}, {"name": "activation_534", "class_name": "Activation", "config": {"name": "activation_534", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_530", 0, 0, {}]]]}, {"name": "conv2d_544", "class_name": "Conv2D", "config": {"name": "conv2d_544", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_534", 0, 0, {}]]]}, {"name": "dropout_524", "class_name": "Dropout", "config": {"name": "dropout_524", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_544", 0, 0, {}]]]}, {"name": "merge_532", "class_name": "Merge", "config": {"name": "merge_532", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_531", 0, 0, {"mask": [null, null]}], ["dropout_524", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_531", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_531", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_532", 0, 0, {}]]]}, {"name": "activation_535", "class_name": "Activation", "config": {"name": "activation_535", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_531", 0, 0, {}]]]}, {"name": "conv2d_545", "class_name": "Conv2D", "config": {"name": "conv2d_545", "trainable": true, "filters": 304, "kernel_size": [1, 1], "strides": [2, 2], "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_535", 0, 0, {}]]]}, {"name": "dropout_525", "class_name": "Dropout", "config": {"name": "dropout_525", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_545", 0, 0, {}]]]}, {"name": "batch_normalization_532", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_532", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["dropout_525", 0, 0, {}]]]}, {"name": "activation_536", "class_name": "Activation", "config": {"name": "activation_536", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_532", 0, 0, {}]]]}, {"name": "conv2d_546", "class_name": "Conv2D", "config": {"name": "conv2d_546", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_536", 0, 0, {}]]]}, {"name": "dropout_526", "class_name": "Dropout", "config": {"name": "dropout_526", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_546", 0, 0, {}]]]}, {"name": "merge_533", "class_name": "Merge", "config": {"name": "merge_533", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["dropout_525", 0, 0, {"mask": [null, null]}], ["dropout_526", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_533", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_533", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_533", 0, 0, {}]]]}, {"name": "activation_537", "class_name": "Activation", "config": {"name": "activation_537", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_533", 0, 0, {}]]]}, {"name": "conv2d_547", "class_name": "Conv2D", "config": {"name": "conv2d_547", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_537", 0, 0, {}]]]}, {"name": "dropout_527", "class_name": "Dropout", "config": {"name": "dropout_527", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_547", 0, 0, {}]]]}, {"name": "merge_534", "class_name": "Merge", "config": {"name": "merge_534", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_533", 0, 0, {"mask": [null, null]}], ["dropout_527", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_534", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_534", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_534", 0, 0, {}]]]}, {"name": "activation_538", "class_name": "Activation", "config": {"name": "activation_538", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_534", 0, 0, {}]]]}, {"name": "conv2d_548", "class_name": "Conv2D", "config": {"name": "conv2d_548", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_538", 0, 0, {}]]]}, {"name": "dropout_528", "class_name": "Dropout", "config": {"name": "dropout_528", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_548", 0, 0, {}]]]}, {"name": "merge_535", "class_name": "Merge", "config": {"name": "merge_535", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_534", 0, 0, {"mask": [null, null]}], ["dropout_528", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_535", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_535", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_535", 0, 0, {}]]]}, {"name": "activation_539", "class_name": "Activation", "config": {"name": "activation_539", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_535", 0, 0, {}]]]}, {"name": "conv2d_549", "class_name": "Conv2D", "config": {"name": "conv2d_549", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_539", 0, 0, {}]]]}, {"name": "dropout_529", "class_name": "Dropout", "config": {"name": "dropout_529", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_549", 0, 0, {}]]]}, {"name": "merge_536", "class_name": "Merge", "config": {"name": "merge_536", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_535", 0, 0, {"mask": [null, null]}], ["dropout_529", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_536", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_536", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_536", 0, 0, {}]]]}, {"name": "activation_540", "class_name": "Activation", "config": {"name": "activation_540", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_536", 0, 0, {}]]]}, {"name": "conv2d_550", "class_name": "Conv2D", "config": {"name": "conv2d_550", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_540", 0, 0, {}]]]}, {"name": "dropout_530", "class_name": "Dropout", "config": {"name": "dropout_530", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_550", 0, 0, {}]]]}, {"name": "merge_537", "class_name": "Merge", "config": {"name": "merge_537", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_536", 0, 0, {"mask": [null, null]}], ["dropout_530", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_537", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_537", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_537", 0, 0, {}]]]}, {"name": "activation_541", "class_name": "Activation", "config": {"name": "activation_541", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_537", 0, 0, {}]]]}, {"name": "conv2d_551", "class_name": "Conv2D", "config": {"name": "conv2d_551", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_541", 0, 0, {}]]]}, {"name": "dropout_531", "class_name": "Dropout", "config": {"name": "dropout_531", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_551", 0, 0, {}]]]}, {"name": "merge_538", "class_name": "Merge", "config": {"name": "merge_538", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_537", 0, 0, {"mask": [null, null]}], ["dropout_531", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_538", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_538", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_538", 0, 0, {}]]]}, {"name": "activation_542", "class_name": "Activation", "config": {"name": "activation_542", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_538", 0, 0, {}]]]}, {"name": "conv2d_552", "class_name": "Conv2D", "config": {"name": "conv2d_552", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_542", 0, 0, {}]]]}, {"name": "dropout_532", "class_name": "Dropout", "config": {"name": "dropout_532", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_552", 0, 0, {}]]]}, {"name": "merge_539", "class_name": "Merge", "config": {"name": "merge_539", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_538", 0, 0, {"mask": [null, null]}], ["dropout_532", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_539", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_539", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_539", 0, 0, {}]]]}, {"name": "activation_543", "class_name": "Activation", "config": {"name": "activation_543", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_539", 0, 0, {}]]]}, {"name": "conv2d_553", "class_name": "Conv2D", "config": {"name": "conv2d_553", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_543", 0, 0, {}]]]}, {"name": "dropout_533", "class_name": "Dropout", "config": {"name": "dropout_533", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_553", 0, 0, {}]]]}, {"name": "merge_540", "class_name": "Merge", "config": {"name": "merge_540", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_539", 0, 0, {"mask": [null, null]}], ["dropout_533", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_540", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_540", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_540", 0, 0, {}]]]}, {"name": "activation_544", "class_name": "Activation", "config": {"name": "activation_544", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_540", 0, 0, {}]]]}, {"name": "conv2d_554", "class_name": "Conv2D", "config": {"name": "conv2d_554", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_544", 0, 0, {}]]]}, {"name": "dropout_534", "class_name": "Dropout", "config": {"name": "dropout_534", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_554", 0, 0, {}]]]}, {"name": "merge_541", "class_name": "Merge", "config": {"name": "merge_541", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_540", 0, 0, {"mask": [null, null]}], ["dropout_534", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_541", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_541", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_541", 0, 0, {}]]]}, {"name": "activation_545", "class_name": "Activation", "config": {"name": "activation_545", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_541", 0, 0, {}]]]}, {"name": "conv2d_555", "class_name": "Conv2D", "config": {"name": "conv2d_555", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_545", 0, 0, {}]]]}, {"name": "dropout_535", "class_name": "Dropout", "config": {"name": "dropout_535", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_555", 0, 0, {}]]]}, {"name": "merge_542", "class_name": "Merge", "config": {"name": "merge_542", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_541", 0, 0, {"mask": [null, null]}], ["dropout_535", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_542", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_542", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_542", 0, 0, {}]]]}, {"name": "activation_546", "class_name": "Activation", "config": {"name": "activation_546", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_542", 0, 0, {}]]]}, {"name": "conv2d_556", "class_name": "Conv2D", "config": {"name": "conv2d_556", "trainable": true, "filters": 464, "kernel_size": [1, 1], "strides": [2, 2], "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_546", 0, 0, {}]]]}, {"name": "dropout_536", "class_name": "Dropout", "config": {"name": "dropout_536", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_556", 0, 0, {}]]]}, {"name": "batch_normalization_543", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_543", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["dropout_536", 0, 0, {}]]]}, {"name": "activation_547", "class_name": "Activation", "config": {"name": "activation_547", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_543", 0, 0, {}]]]}, {"name": "conv2d_557", "class_name": "Conv2D", "config": {"name": "conv2d_557", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_547", 0, 0, {}]]]}, {"name": "dropout_537", "class_name": "Dropout", "config": {"name": "dropout_537", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_557", 0, 0, {}]]]}, {"name": "merge_543", "class_name": "Merge", "config": {"name": "merge_543", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["dropout_536", 0, 0, {"mask": [null, null]}], ["dropout_537", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_544", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_544", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_543", 0, 0, {}]]]}, {"name": "activation_548", "class_name": "Activation", "config": {"name": "activation_548", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_544", 0, 0, {}]]]}, {"name": "conv2d_558", "class_name": "Conv2D", "config": {"name": "conv2d_558", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_548", 0, 0, {}]]]}, {"name": "dropout_538", "class_name": "Dropout", "config": {"name": "dropout_538", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_558", 0, 0, {}]]]}, {"name": "merge_544", "class_name": "Merge", "config": {"name": "merge_544", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_543", 0, 0, {"mask": [null, null]}], ["dropout_538", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_545", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_545", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_544", 0, 0, {}]]]}, {"name": "activation_549", "class_name": "Activation", "config": {"name": "activation_549", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_545", 0, 0, {}]]]}, {"name": "conv2d_559", "class_name": "Conv2D", "config": {"name": "conv2d_559", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_549", 0, 0, {}]]]}, {"name": "dropout_539", "class_name": "Dropout", "config": {"name": "dropout_539", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_559", 0, 0, {}]]]}, {"name": "merge_545", "class_name": "Merge", "config": {"name": "merge_545", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_544", 0, 0, {"mask": [null, null]}], ["dropout_539", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_546", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_546", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_545", 0, 0, {}]]]}, {"name": "activation_550", "class_name": "Activation", "config": {"name": "activation_550", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_546", 0, 0, {}]]]}, {"name": "conv2d_560", "class_name": "Conv2D", "config": {"name": "conv2d_560", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_550", 0, 0, {}]]]}, {"name": "dropout_540", "class_name": "Dropout", "config": {"name": "dropout_540", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_560", 0, 0, {}]]]}, {"name": "merge_546", "class_name": "Merge", "config": {"name": "merge_546", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_545", 0, 0, {"mask": [null, null]}], ["dropout_540", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_547", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_547", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_546", 0, 0, {}]]]}, {"name": "activation_551", "class_name": "Activation", "config": {"name": "activation_551", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_547", 0, 0, {}]]]}, {"name": "conv2d_561", "class_name": "Conv2D", "config": {"name": "conv2d_561", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_551", 0, 0, {}]]]}, {"name": "dropout_541", "class_name": "Dropout", "config": {"name": "dropout_541", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_561", 0, 0, {}]]]}, {"name": "merge_547", "class_name": "Merge", "config": {"name": "merge_547", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_546", 0, 0, {"mask": [null, null]}], ["dropout_541", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_548", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_548", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_547", 0, 0, {}]]]}, {"name": "activation_552", "class_name": "Activation", "config": {"name": "activation_552", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_548", 0, 0, {}]]]}, {"name": "conv2d_562", "class_name": "Conv2D", "config": {"name": "conv2d_562", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_552", 0, 0, {}]]]}, {"name": "dropout_542", "class_name": "Dropout", "config": {"name": "dropout_542", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_562", 0, 0, {}]]]}, {"name": "merge_548", "class_name": "Merge", "config": {"name": "merge_548", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_547", 0, 0, {"mask": [null, null]}], ["dropout_542", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_549", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_549", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_548", 0, 0, {}]]]}, {"name": "activation_553", "class_name": "Activation", "config": {"name": "activation_553", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_549", 0, 0, {}]]]}, {"name": "conv2d_563", "class_name": "Conv2D", "config": {"name": "conv2d_563", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_553", 0, 0, {}]]]}, {"name": "dropout_543", "class_name": "Dropout", "config": {"name": "dropout_543", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_563", 0, 0, {}]]]}, {"name": "merge_549", "class_name": "Merge", "config": {"name": "merge_549", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_548", 0, 0, {"mask": [null, null]}], ["dropout_543", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_550", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_550", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_549", 0, 0, {}]]]}, {"name": "activation_554", "class_name": "Activation", "config": {"name": "activation_554", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_550", 0, 0, {}]]]}, {"name": "conv2d_564", "class_name": "Conv2D", "config": {"name": "conv2d_564", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_554", 0, 0, {}]]]}, {"name": "dropout_544", "class_name": "Dropout", "config": {"name": "dropout_544", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_564", 0, 0, {}]]]}, {"name": "merge_550", "class_name": "Merge", "config": {"name": "merge_550", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_549", 0, 0, {"mask": [null, null]}], ["dropout_544", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_551", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_551", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_550", 0, 0, {}]]]}, {"name": "activation_555", "class_name": "Activation", "config": {"name": "activation_555", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_551", 0, 0, {}]]]}, {"name": "conv2d_565", "class_name": "Conv2D", "config": {"name": "conv2d_565", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_555", 0, 0, {}]]]}, {"name": "dropout_545", "class_name": "Dropout", "config": {"name": "dropout_545", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_565", 0, 0, {}]]]}, {"name": "merge_551", "class_name": "Merge", "config": {"name": "merge_551", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_550", 0, 0, {"mask": [null, null]}], ["dropout_545", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_552", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_552", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_551", 0, 0, {}]]]}, {"name": "activation_556", "class_name": "Activation", "config": {"name": "activation_556", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_552", 0, 0, {}]]]}, {"name": "conv2d_566", "class_name": "Conv2D", "config": {"name": "conv2d_566", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_556", 0, 0, {}]]]}, {"name": "dropout_546", "class_name": "Dropout", "config": {"name": "dropout_546", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_566", 0, 0, {}]]]}, {"name": "merge_552", "class_name": "Merge", "config": {"name": "merge_552", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_551", 0, 0, {"mask": [null, null]}], ["dropout_546", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_553", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_553", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_552", 0, 0, {}]]]}, {"name": "activation_557", "class_name": "Activation", "config": {"name": "activation_557", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_553", 0, 0, {}]]]}, {"name": "conv2d_567", "class_name": "Conv2D", "config": {"name": "conv2d_567", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_557", 0, 0, {}]]]}, {"name": "dropout_547", "class_name": "Dropout", "config": {"name": "dropout_547", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_567", 0, 0, {}]]]}, {"name": "merge_553", "class_name": "Merge", "config": {"name": "merge_553", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_552", 0, 0, {"mask": [null, null]}], ["dropout_547", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_554", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_554", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_553", 0, 0, {}]]]}, {"name": "activation_558", "class_name": "Activation", "config": {"name": "activation_558", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_554", 0, 0, {}]]]}, {"name": "conv2d_568", "class_name": "Conv2D", "config": {"name": "conv2d_568", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_558", 0, 0, {}]]]}, {"name": "dropout_548", "class_name": "Dropout", "config": {"name": "dropout_548", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_568", 0, 0, {}]]]}, {"name": "merge_554", "class_name": "Merge", "config": {"name": "merge_554", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_553", 0, 0, {"mask": [null, null]}], ["dropout_548", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_555", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_555", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_554", 0, 0, {}]]]}, {"name": "activation_559", "class_name": "Activation", "config": {"name": "activation_559", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_555", 0, 0, {}]]]}, {"name": "conv2d_569", "class_name": "Conv2D", "config": {"name": "conv2d_569", "trainable": true, "filters": 656, "kernel_size": [1, 1], "strides": [2, 2], "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_559", 0, 0, {}]]]}, {"name": "dropout_549", "class_name": "Dropout", "config": {"name": "dropout_549", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_569", 0, 0, {}]]]}, {"name": "batch_normalization_556", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_556", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["dropout_549", 0, 0, {}]]]}, {"name": "activation_560", "class_name": "Activation", "config": {"name": "activation_560", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_556", 0, 0, {}]]]}, {"name": "conv2d_570", "class_name": "Conv2D", "config": {"name": "conv2d_570", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_560", 0, 0, {}]]]}, {"name": "dropout_550", "class_name": "Dropout", "config": {"name": "dropout_550", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_570", 0, 0, {}]]]}, {"name": "merge_555", "class_name": "Merge", "config": {"name": "merge_555", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["dropout_549", 0, 0, {"mask": [null, null]}], ["dropout_550", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_557", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_557", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_555", 0, 0, {}]]]}, {"name": "activation_561", "class_name": "Activation", "config": {"name": "activation_561", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_557", 0, 0, {}]]]}, {"name": "conv2d_571", "class_name": "Conv2D", "config": {"name": "conv2d_571", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_561", 0, 0, {}]]]}, {"name": "dropout_551", "class_name": "Dropout", "config": {"name": "dropout_551", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_571", 0, 0, {}]]]}, {"name": "merge_556", "class_name": "Merge", "config": {"name": "merge_556", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_555", 0, 0, {"mask": [null, null]}], ["dropout_551", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_558", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_558", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_556", 0, 0, {}]]]}, {"name": "activation_562", "class_name": "Activation", "config": {"name": "activation_562", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_558", 0, 0, {}]]]}, {"name": "conv2d_572", "class_name": "Conv2D", "config": {"name": "conv2d_572", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_562", 0, 0, {}]]]}, {"name": "dropout_552", "class_name": "Dropout", "config": {"name": "dropout_552", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_572", 0, 0, {}]]]}, {"name": "merge_557", "class_name": "Merge", "config": {"name": "merge_557", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_556", 0, 0, {"mask": [null, null]}], ["dropout_552", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_559", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_559", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_557", 0, 0, {}]]]}, {"name": "activation_563", "class_name": "Activation", "config": {"name": "activation_563", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_559", 0, 0, {}]]]}, {"name": "conv2d_573", "class_name": "Conv2D", "config": {"name": "conv2d_573", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_563", 0, 0, {}]]]}, {"name": "dropout_553", "class_name": "Dropout", "config": {"name": "dropout_553", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_573", 0, 0, {}]]]}, {"name": "merge_558", "class_name": "Merge", "config": {"name": "merge_558", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_557", 0, 0, {"mask": [null, null]}], ["dropout_553", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_560", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_560", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_558", 0, 0, {}]]]}, {"name": "activation_564", "class_name": "Activation", "config": {"name": "activation_564", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_560", 0, 0, {}]]]}, {"name": "conv2d_574", "class_name": "Conv2D", "config": {"name": "conv2d_574", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_564", 0, 0, {}]]]}, {"name": "dropout_554", "class_name": "Dropout", "config": {"name": "dropout_554", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_574", 0, 0, {}]]]}, {"name": "merge_559", "class_name": "Merge", "config": {"name": "merge_559", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_558", 0, 0, {"mask": [null, null]}], ["dropout_554", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_561", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_561", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_559", 0, 0, {}]]]}, {"name": "activation_565", "class_name": "Activation", "config": {"name": "activation_565", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_561", 0, 0, {}]]]}, {"name": "conv2d_575", "class_name": "Conv2D", "config": {"name": "conv2d_575", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_565", 0, 0, {}]]]}, {"name": "dropout_555", "class_name": "Dropout", "config": {"name": "dropout_555", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_575", 0, 0, {}]]]}, {"name": "merge_560", "class_name": "Merge", "config": {"name": "merge_560", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_559", 0, 0, {"mask": [null, null]}], ["dropout_555", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_562", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_562", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_560", 0, 0, {}]]]}, {"name": "activation_566", "class_name": "Activation", "config": {"name": "activation_566", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_562", 0, 0, {}]]]}, {"name": "conv2d_576", "class_name": "Conv2D", "config": {"name": "conv2d_576", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_566", 0, 0, {}]]]}, {"name": "dropout_556", "class_name": "Dropout", "config": {"name": "dropout_556", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_576", 0, 0, {}]]]}, {"name": "merge_561", "class_name": "Merge", "config": {"name": "merge_561", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_560", 0, 0, {"mask": [null, null]}], ["dropout_556", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_563", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_563", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_561", 0, 0, {}]]]}, {"name": "activation_567", "class_name": "Activation", "config": {"name": "activation_567", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_563", 0, 0, {}]]]}, {"name": "conv2d_577", "class_name": "Conv2D", "config": {"name": "conv2d_577", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_567", 0, 0, {}]]]}, {"name": "dropout_557", "class_name": "Dropout", "config": {"name": "dropout_557", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_577", 0, 0, {}]]]}, {"name": "merge_562", "class_name": "Merge", "config": {"name": "merge_562", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_561", 0, 0, {"mask": [null, null]}], ["dropout_557", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_564", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_564", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_562", 0, 0, {}]]]}, {"name": "activation_568", "class_name": "Activation", "config": {"name": "activation_568", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_564", 0, 0, {}]]]}, {"name": "conv2d_578", "class_name": "Conv2D", "config": {"name": "conv2d_578", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_568", 0, 0, {}]]]}, {"name": "dropout_558", "class_name": "Dropout", "config": {"name": "dropout_558", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_578", 0, 0, {}]]]}, {"name": "merge_563", "class_name": "Merge", "config": {"name": "merge_563", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_562", 0, 0, {"mask": [null, null]}], ["dropout_558", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_565", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_565", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_563", 0, 0, {}]]]}, {"name": "activation_569", "class_name": "Activation", "config": {"name": "activation_569", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_565", 0, 0, {}]]]}, {"name": "conv2d_579", "class_name": "Conv2D", "config": {"name": "conv2d_579", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_569", 0, 0, {}]]]}, {"name": "dropout_559", "class_name": "Dropout", "config": {"name": "dropout_559", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_579", 0, 0, {}]]]}, {"name": "merge_564", "class_name": "Merge", "config": {"name": "merge_564", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_563", 0, 0, {"mask": [null, null]}], ["dropout_559", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_566", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_566", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_564", 0, 0, {}]]]}, {"name": "activation_570", "class_name": "Activation", "config": {"name": "activation_570", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_566", 0, 0, {}]]]}, {"name": "conv2d_580", "class_name": "Conv2D", "config": {"name": "conv2d_580", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_570", 0, 0, {}]]]}, {"name": "dropout_560", "class_name": "Dropout", "config": {"name": "dropout_560", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_580", 0, 0, {}]]]}, {"name": "merge_565", "class_name": "Merge", "config": {"name": "merge_565", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_564", 0, 0, {"mask": [null, null]}], ["dropout_560", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_567", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_567", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_565", 0, 0, {}]]]}, {"name": "activation_571", "class_name": "Activation", "config": {"name": "activation_571", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_567", 0, 0, {}]]]}, {"name": "conv2d_581", "class_name": "Conv2D", "config": {"name": "conv2d_581", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_571", 0, 0, {}]]]}, {"name": "dropout_561", "class_name": "Dropout", "config": {"name": "dropout_561", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_581", 0, 0, {}]]]}, {"name": "merge_566", "class_name": "Merge", "config": {"name": "merge_566", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_565", 0, 0, {"mask": [null, null]}], ["dropout_561", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_568", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_568", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_566", 0, 0, {}]]]}, {"name": "activation_572", "class_name": "Activation", "config": {"name": "activation_572", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_568", 0, 0, {}]]]}, {"name": "conv2d_582", "class_name": "Conv2D", "config": {"name": "conv2d_582", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_572", 0, 0, {}]]]}, {"name": "dropout_562", "class_name": "Dropout", "config": {"name": "dropout_562", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_582", 0, 0, {}]]]}, {"name": "merge_567", "class_name": "Merge", "config": {"name": "merge_567", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_566", 0, 0, {"mask": [null, null]}], ["dropout_562", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_569", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_569", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_567", 0, 0, {}]]]}, {"name": "activation_573", "class_name": "Activation", "config": {"name": "activation_573", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_569", 0, 0, {}]]]}, {"name": "conv2d_583", "class_name": "Conv2D", "config": {"name": "conv2d_583", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_573", 0, 0, {}]]]}, {"name": "dropout_563", "class_name": "Dropout", "config": {"name": "dropout_563", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_583", 0, 0, {}]]]}, {"name": "merge_568", "class_name": "Merge", "config": {"name": "merge_568", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_567", 0, 0, {"mask": [null, null]}], ["dropout_563", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_570", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_570", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_568", 0, 0, {}]]]}, {"name": "activation_574", "class_name": "Activation", "config": {"name": "activation_574", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_570", 0, 0, {}]]]}, {"name": "conv2d_584", "class_name": "Conv2D", "config": {"name": "conv2d_584", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_574", 0, 0, {}]]]}, {"name": "dropout_564", "class_name": "Dropout", "config": {"name": "dropout_564", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_584", 0, 0, {}]]]}, {"name": "merge_570", "class_name": "Merge", "config": {"name": "merge_570", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["dropout_550", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null, null, null, null, null, null]}], ["dropout_551", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null, null, null, null, null, null]}], ["dropout_552", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null, null, null, null, null, null]}], ["dropout_553", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null, null, null, null, null, null]}], ["dropout_554", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null, null, null, null, null, null]}], ["dropout_555", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null, null, null, null, null, null]}], ["dropout_556", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null, null, null, null, null, null]}], ["dropout_557", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null, null, null, null, null, null]}], ["dropout_558", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null, null, null, null, null, null]}], ["dropout_559", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null, null, null, null, null, null]}], ["dropout_560", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null, null, null, null, null, null]}], ["dropout_561", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null, null, null, null, null, null]}], ["dropout_562", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null, null, null, null, null, null]}], ["dropout_563", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null, null, null, null, null, null]}], ["dropout_564", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null, null, null, null, null, null]}]]]}, {"name": "conv2d_transpose_21", "class_name": "Conv2DTranspose", "config": {"name": "conv2d_transpose_21", "trainable": true, "filters": 240, "kernel_size": [3, 3], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["merge_570", 0, 0, {}]]]}, {"name": "merge_571", "class_name": "Merge", "config": {"name": "merge_571", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["conv2d_transpose_21", 0, 0, {"mask": [null, null]}], ["merge_554", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_572", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_572", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_571", 0, 0, {}]]]}, {"name": "activation_576", "class_name": "Activation", "config": {"name": "activation_576", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_572", 0, 0, {}]]]}, {"name": "conv2d_586", "class_name": "Conv2D", "config": {"name": "conv2d_586", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_576", 0, 0, {}]]]}, {"name": "dropout_566", "class_name": "Dropout", "config": {"name": "dropout_566", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_586", 0, 0, {}]]]}, {"name": "merge_572", "class_name": "Merge", "config": {"name": "merge_572", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_571", 0, 0, {"mask": [null, null]}], ["dropout_566", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_573", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_573", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_572", 0, 0, {}]]]}, {"name": "activation_577", "class_name": "Activation", "config": {"name": "activation_577", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_573", 0, 0, {}]]]}, {"name": "conv2d_587", "class_name": "Conv2D", "config": {"name": "conv2d_587", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_577", 0, 0, {}]]]}, {"name": "dropout_567", "class_name": "Dropout", "config": {"name": "dropout_567", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_587", 0, 0, {}]]]}, {"name": "merge_573", "class_name": "Merge", "config": {"name": "merge_573", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_572", 0, 0, {"mask": [null, null]}], ["dropout_567", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_574", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_574", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_573", 0, 0, {}]]]}, {"name": "activation_578", "class_name": "Activation", "config": {"name": "activation_578", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_574", 0, 0, {}]]]}, {"name": "conv2d_588", "class_name": "Conv2D", "config": {"name": "conv2d_588", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_578", 0, 0, {}]]]}, {"name": "dropout_568", "class_name": "Dropout", "config": {"name": "dropout_568", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_588", 0, 0, {}]]]}, {"name": "merge_574", "class_name": "Merge", "config": {"name": "merge_574", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_573", 0, 0, {"mask": [null, null]}], ["dropout_568", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_575", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_575", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_574", 0, 0, {}]]]}, {"name": "activation_579", "class_name": "Activation", "config": {"name": "activation_579", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_575", 0, 0, {}]]]}, {"name": "conv2d_589", "class_name": "Conv2D", "config": {"name": "conv2d_589", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_579", 0, 0, {}]]]}, {"name": "dropout_569", "class_name": "Dropout", "config": {"name": "dropout_569", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_589", 0, 0, {}]]]}, {"name": "merge_575", "class_name": "Merge", "config": {"name": "merge_575", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_574", 0, 0, {"mask": [null, null]}], ["dropout_569", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_576", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_576", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_575", 0, 0, {}]]]}, {"name": "activation_580", "class_name": "Activation", "config": {"name": "activation_580", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_576", 0, 0, {}]]]}, {"name": "conv2d_590", "class_name": "Conv2D", "config": {"name": "conv2d_590", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_580", 0, 0, {}]]]}, {"name": "dropout_570", "class_name": "Dropout", "config": {"name": "dropout_570", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_590", 0, 0, {}]]]}, {"name": "merge_576", "class_name": "Merge", "config": {"name": "merge_576", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_575", 0, 0, {"mask": [null, null]}], ["dropout_570", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_577", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_577", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_576", 0, 0, {}]]]}, {"name": "activation_581", "class_name": "Activation", "config": {"name": "activation_581", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_577", 0, 0, {}]]]}, {"name": "conv2d_591", "class_name": "Conv2D", "config": {"name": "conv2d_591", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_581", 0, 0, {}]]]}, {"name": "dropout_571", "class_name": "Dropout", "config": {"name": "dropout_571", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_591", 0, 0, {}]]]}, {"name": "merge_577", "class_name": "Merge", "config": {"name": "merge_577", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_576", 0, 0, {"mask": [null, null]}], ["dropout_571", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_578", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_578", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_577", 0, 0, {}]]]}, {"name": "activation_582", "class_name": "Activation", "config": {"name": "activation_582", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_578", 0, 0, {}]]]}, {"name": "conv2d_592", "class_name": "Conv2D", "config": {"name": "conv2d_592", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_582", 0, 0, {}]]]}, {"name": "dropout_572", "class_name": "Dropout", "config": {"name": "dropout_572", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_592", 0, 0, {}]]]}, {"name": "merge_578", "class_name": "Merge", "config": {"name": "merge_578", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_577", 0, 0, {"mask": [null, null]}], ["dropout_572", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_579", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_579", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_578", 0, 0, {}]]]}, {"name": "activation_583", "class_name": "Activation", "config": {"name": "activation_583", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_579", 0, 0, {}]]]}, {"name": "conv2d_593", "class_name": "Conv2D", "config": {"name": "conv2d_593", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_583", 0, 0, {}]]]}, {"name": "dropout_573", "class_name": "Dropout", "config": {"name": "dropout_573", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_593", 0, 0, {}]]]}, {"name": "merge_579", "class_name": "Merge", "config": {"name": "merge_579", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_578", 0, 0, {"mask": [null, null]}], ["dropout_573", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_580", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_580", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_579", 0, 0, {}]]]}, {"name": "activation_584", "class_name": "Activation", "config": {"name": "activation_584", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_580", 0, 0, {}]]]}, {"name": "conv2d_594", "class_name": "Conv2D", "config": {"name": "conv2d_594", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_584", 0, 0, {}]]]}, {"name": "dropout_574", "class_name": "Dropout", "config": {"name": "dropout_574", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_594", 0, 0, {}]]]}, {"name": "merge_580", "class_name": "Merge", "config": {"name": "merge_580", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_579", 0, 0, {"mask": [null, null]}], ["dropout_574", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_581", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_581", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_580", 0, 0, {}]]]}, {"name": "activation_585", "class_name": "Activation", "config": {"name": "activation_585", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_581", 0, 0, {}]]]}, {"name": "conv2d_595", "class_name": "Conv2D", "config": {"name": "conv2d_595", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_585", 0, 0, {}]]]}, {"name": "dropout_575", "class_name": "Dropout", "config": {"name": "dropout_575", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_595", 0, 0, {}]]]}, {"name": "merge_581", "class_name": "Merge", "config": {"name": "merge_581", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_580", 0, 0, {"mask": [null, null]}], ["dropout_575", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_582", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_582", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_581", 0, 0, {}]]]}, {"name": "activation_586", "class_name": "Activation", "config": {"name": "activation_586", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_582", 0, 0, {}]]]}, {"name": "conv2d_596", "class_name": "Conv2D", "config": {"name": "conv2d_596", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_586", 0, 0, {}]]]}, {"name": "dropout_576", "class_name": "Dropout", "config": {"name": "dropout_576", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_596", 0, 0, {}]]]}, {"name": "merge_582", "class_name": "Merge", "config": {"name": "merge_582", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_581", 0, 0, {"mask": [null, null]}], ["dropout_576", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_583", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_583", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_582", 0, 0, {}]]]}, {"name": "activation_587", "class_name": "Activation", "config": {"name": "activation_587", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_583", 0, 0, {}]]]}, {"name": "conv2d_597", "class_name": "Conv2D", "config": {"name": "conv2d_597", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_587", 0, 0, {}]]]}, {"name": "dropout_577", "class_name": "Dropout", "config": {"name": "dropout_577", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_597", 0, 0, {}]]]}, {"name": "merge_584", "class_name": "Merge", "config": {"name": "merge_584", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["dropout_566", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null, null, null]}], ["dropout_567", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null, null, null]}], ["dropout_568", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null, null, null]}], ["dropout_569", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null, null, null]}], ["dropout_570", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null, null, null]}], ["dropout_571", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null, null, null]}], ["dropout_572", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null, null, null]}], ["dropout_573", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null, null, null]}], ["dropout_574", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null, null, null]}], ["dropout_575", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null, null, null]}], ["dropout_576", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null, null, null]}], ["dropout_577", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null, null, null]}]]]}, {"name": "conv2d_transpose_22", "class_name": "Conv2DTranspose", "config": {"name": "conv2d_transpose_22", "trainable": true, "filters": 192, "kernel_size": [3, 3], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["merge_584", 0, 0, {}]]]}, {"name": "merge_585", "class_name": "Merge", "config": {"name": "merge_585", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["conv2d_transpose_22", 0, 0, {"mask": [null, null]}], ["merge_542", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_584", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_584", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_585", 0, 0, {}]]]}, {"name": "activation_588", "class_name": "Activation", "config": {"name": "activation_588", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_584", 0, 0, {}]]]}, {"name": "conv2d_598", "class_name": "Conv2D", "config": {"name": "conv2d_598", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_588", 0, 0, {}]]]}, {"name": "dropout_578", "class_name": "Dropout", "config": {"name": "dropout_578", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_598", 0, 0, {}]]]}, {"name": "merge_586", "class_name": "Merge", "config": {"name": "merge_586", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_585", 0, 0, {"mask": [null, null]}], ["dropout_578", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_585", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_585", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_586", 0, 0, {}]]]}, {"name": "activation_589", "class_name": "Activation", "config": {"name": "activation_589", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_585", 0, 0, {}]]]}, {"name": "conv2d_599", "class_name": "Conv2D", "config": {"name": "conv2d_599", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_589", 0, 0, {}]]]}, {"name": "dropout_579", "class_name": "Dropout", "config": {"name": "dropout_579", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_599", 0, 0, {}]]]}, {"name": "merge_587", "class_name": "Merge", "config": {"name": "merge_587", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_586", 0, 0, {"mask": [null, null]}], ["dropout_579", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_586", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_586", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_587", 0, 0, {}]]]}, {"name": "activation_590", "class_name": "Activation", "config": {"name": "activation_590", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_586", 0, 0, {}]]]}, {"name": "conv2d_600", "class_name": "Conv2D", "config": {"name": "conv2d_600", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_590", 0, 0, {}]]]}, {"name": "dropout_580", "class_name": "Dropout", "config": {"name": "dropout_580", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_600", 0, 0, {}]]]}, {"name": "merge_588", "class_name": "Merge", "config": {"name": "merge_588", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_587", 0, 0, {"mask": [null, null]}], ["dropout_580", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_587", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_587", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_588", 0, 0, {}]]]}, {"name": "activation_591", "class_name": "Activation", "config": {"name": "activation_591", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_587", 0, 0, {}]]]}, {"name": "conv2d_601", "class_name": "Conv2D", "config": {"name": "conv2d_601", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_591", 0, 0, {}]]]}, {"name": "dropout_581", "class_name": "Dropout", "config": {"name": "dropout_581", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_601", 0, 0, {}]]]}, {"name": "merge_589", "class_name": "Merge", "config": {"name": "merge_589", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_588", 0, 0, {"mask": [null, null]}], ["dropout_581", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_588", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_588", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_589", 0, 0, {}]]]}, {"name": "activation_592", "class_name": "Activation", "config": {"name": "activation_592", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_588", 0, 0, {}]]]}, {"name": "conv2d_602", "class_name": "Conv2D", "config": {"name": "conv2d_602", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_592", 0, 0, {}]]]}, {"name": "dropout_582", "class_name": "Dropout", "config": {"name": "dropout_582", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_602", 0, 0, {}]]]}, {"name": "merge_590", "class_name": "Merge", "config": {"name": "merge_590", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_589", 0, 0, {"mask": [null, null]}], ["dropout_582", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_589", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_589", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_590", 0, 0, {}]]]}, {"name": "activation_593", "class_name": "Activation", "config": {"name": "activation_593", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_589", 0, 0, {}]]]}, {"name": "conv2d_603", "class_name": "Conv2D", "config": {"name": "conv2d_603", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_593", 0, 0, {}]]]}, {"name": "dropout_583", "class_name": "Dropout", "config": {"name": "dropout_583", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_603", 0, 0, {}]]]}, {"name": "merge_591", "class_name": "Merge", "config": {"name": "merge_591", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_590", 0, 0, {"mask": [null, null]}], ["dropout_583", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_590", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_590", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_591", 0, 0, {}]]]}, {"name": "activation_594", "class_name": "Activation", "config": {"name": "activation_594", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_590", 0, 0, {}]]]}, {"name": "conv2d_604", "class_name": "Conv2D", "config": {"name": "conv2d_604", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_594", 0, 0, {}]]]}, {"name": "dropout_584", "class_name": "Dropout", "config": {"name": "dropout_584", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_604", 0, 0, {}]]]}, {"name": "merge_592", "class_name": "Merge", "config": {"name": "merge_592", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_591", 0, 0, {"mask": [null, null]}], ["dropout_584", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_591", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_591", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_592", 0, 0, {}]]]}, {"name": "activation_595", "class_name": "Activation", "config": {"name": "activation_595", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_591", 0, 0, {}]]]}, {"name": "conv2d_605", "class_name": "Conv2D", "config": {"name": "conv2d_605", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_595", 0, 0, {}]]]}, {"name": "dropout_585", "class_name": "Dropout", "config": {"name": "dropout_585", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_605", 0, 0, {}]]]}, {"name": "merge_593", "class_name": "Merge", "config": {"name": "merge_593", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_592", 0, 0, {"mask": [null, null]}], ["dropout_585", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_592", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_592", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_593", 0, 0, {}]]]}, {"name": "activation_596", "class_name": "Activation", "config": {"name": "activation_596", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_592", 0, 0, {}]]]}, {"name": "conv2d_606", "class_name": "Conv2D", "config": {"name": "conv2d_606", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_596", 0, 0, {}]]]}, {"name": "dropout_586", "class_name": "Dropout", "config": {"name": "dropout_586", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_606", 0, 0, {}]]]}, {"name": "merge_594", "class_name": "Merge", "config": {"name": "merge_594", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_593", 0, 0, {"mask": [null, null]}], ["dropout_586", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_593", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_593", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_594", 0, 0, {}]]]}, {"name": "activation_597", "class_name": "Activation", "config": {"name": "activation_597", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_593", 0, 0, {}]]]}, {"name": "conv2d_607", "class_name": "Conv2D", "config": {"name": "conv2d_607", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_597", 0, 0, {}]]]}, {"name": "dropout_587", "class_name": "Dropout", "config": {"name": "dropout_587", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_607", 0, 0, {}]]]}, {"name": "merge_596", "class_name": "Merge", "config": {"name": "merge_596", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["dropout_578", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null]}], ["dropout_579", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null]}], ["dropout_580", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null]}], ["dropout_581", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null]}], ["dropout_582", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null]}], ["dropout_583", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null]}], ["dropout_584", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null]}], ["dropout_585", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null]}], ["dropout_586", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null]}], ["dropout_587", 0, 0, {"mask": [null, null, null, null, null, null, null, null, null, null]}]]]}, {"name": "conv2d_transpose_23", "class_name": "Conv2DTranspose", "config": {"name": "conv2d_transpose_23", "trainable": true, "filters": 160, "kernel_size": [3, 3], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["merge_596", 0, 0, {}]]]}, {"name": "merge_597", "class_name": "Merge", "config": {"name": "merge_597", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["conv2d_transpose_23", 0, 0, {"mask": [null, null]}], ["merge_532", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_594", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_594", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_597", 0, 0, {}]]]}, {"name": "activation_598", "class_name": "Activation", "config": {"name": "activation_598", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_594", 0, 0, {}]]]}, {"name": "conv2d_608", "class_name": "Conv2D", "config": {"name": "conv2d_608", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_598", 0, 0, {}]]]}, {"name": "dropout_588", "class_name": "Dropout", "config": {"name": "dropout_588", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_608", 0, 0, {}]]]}, {"name": "merge_598", "class_name": "Merge", "config": {"name": "merge_598", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_597", 0, 0, {"mask": [null, null]}], ["dropout_588", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_595", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_595", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_598", 0, 0, {}]]]}, {"name": "activation_599", "class_name": "Activation", "config": {"name": "activation_599", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_595", 0, 0, {}]]]}, {"name": "conv2d_609", "class_name": "Conv2D", "config": {"name": "conv2d_609", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_599", 0, 0, {}]]]}, {"name": "dropout_589", "class_name": "Dropout", "config": {"name": "dropout_589", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_609", 0, 0, {}]]]}, {"name": "merge_599", "class_name": "Merge", "config": {"name": "merge_599", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_598", 0, 0, {"mask": [null, null]}], ["dropout_589", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_596", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_596", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_599", 0, 0, {}]]]}, {"name": "activation_600", "class_name": "Activation", "config": {"name": "activation_600", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_596", 0, 0, {}]]]}, {"name": "conv2d_610", "class_name": "Conv2D", "config": {"name": "conv2d_610", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_600", 0, 0, {}]]]}, {"name": "dropout_590", "class_name": "Dropout", "config": {"name": "dropout_590", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_610", 0, 0, {}]]]}, {"name": "merge_600", "class_name": "Merge", "config": {"name": "merge_600", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_599", 0, 0, {"mask": [null, null]}], ["dropout_590", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_597", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_597", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_600", 0, 0, {}]]]}, {"name": "activation_601", "class_name": "Activation", "config": {"name": "activation_601", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_597", 0, 0, {}]]]}, {"name": "conv2d_611", "class_name": "Conv2D", "config": {"name": "conv2d_611", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_601", 0, 0, {}]]]}, {"name": "dropout_591", "class_name": "Dropout", "config": {"name": "dropout_591", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_611", 0, 0, {}]]]}, {"name": "merge_601", "class_name": "Merge", "config": {"name": "merge_601", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_600", 0, 0, {"mask": [null, null]}], ["dropout_591", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_598", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_598", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_601", 0, 0, {}]]]}, {"name": "activation_602", "class_name": "Activation", "config": {"name": "activation_602", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_598", 0, 0, {}]]]}, {"name": "conv2d_612", "class_name": "Conv2D", "config": {"name": "conv2d_612", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_602", 0, 0, {}]]]}, {"name": "dropout_592", "class_name": "Dropout", "config": {"name": "dropout_592", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_612", 0, 0, {}]]]}, {"name": "merge_602", "class_name": "Merge", "config": {"name": "merge_602", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_601", 0, 0, {"mask": [null, null]}], ["dropout_592", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_599", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_599", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_602", 0, 0, {}]]]}, {"name": "activation_603", "class_name": "Activation", "config": {"name": "activation_603", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_599", 0, 0, {}]]]}, {"name": "conv2d_613", "class_name": "Conv2D", "config": {"name": "conv2d_613", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_603", 0, 0, {}]]]}, {"name": "dropout_593", "class_name": "Dropout", "config": {"name": "dropout_593", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_613", 0, 0, {}]]]}, {"name": "merge_603", "class_name": "Merge", "config": {"name": "merge_603", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_602", 0, 0, {"mask": [null, null]}], ["dropout_593", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_600", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_600", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_603", 0, 0, {}]]]}, {"name": "activation_604", "class_name": "Activation", "config": {"name": "activation_604", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_600", 0, 0, {}]]]}, {"name": "conv2d_614", "class_name": "Conv2D", "config": {"name": "conv2d_614", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_604", 0, 0, {}]]]}, {"name": "dropout_594", "class_name": "Dropout", "config": {"name": "dropout_594", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_614", 0, 0, {}]]]}, {"name": "merge_605", "class_name": "Merge", "config": {"name": "merge_605", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["dropout_588", 0, 0, {"mask": [null, null, null, null, null, null, null]}], ["dropout_589", 0, 0, {"mask": [null, null, null, null, null, null, null]}], ["dropout_590", 0, 0, {"mask": [null, null, null, null, null, null, null]}], ["dropout_591", 0, 0, {"mask": [null, null, null, null, null, null, null]}], ["dropout_592", 0, 0, {"mask": [null, null, null, null, null, null, null]}], ["dropout_593", 0, 0, {"mask": [null, null, null, null, null, null, null]}], ["dropout_594", 0, 0, {"mask": [null, null, null, null, null, null, null]}]]]}, {"name": "conv2d_transpose_24", "class_name": "Conv2DTranspose", "config": {"name": "conv2d_transpose_24", "trainable": true, "filters": 112, "kernel_size": [3, 3], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["merge_605", 0, 0, {}]]]}, {"name": "merge_606", "class_name": "Merge", "config": {"name": "merge_606", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["conv2d_transpose_24", 0, 0, {"mask": [null, null]}], ["merge_525", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_601", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_601", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_606", 0, 0, {}]]]}, {"name": "activation_605", "class_name": "Activation", "config": {"name": "activation_605", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_601", 0, 0, {}]]]}, {"name": "conv2d_615", "class_name": "Conv2D", "config": {"name": "conv2d_615", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_605", 0, 0, {}]]]}, {"name": "dropout_595", "class_name": "Dropout", "config": {"name": "dropout_595", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_615", 0, 0, {}]]]}, {"name": "merge_607", "class_name": "Merge", "config": {"name": "merge_607", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_606", 0, 0, {"mask": [null, null]}], ["dropout_595", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_602", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_602", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_607", 0, 0, {}]]]}, {"name": "activation_606", "class_name": "Activation", "config": {"name": "activation_606", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_602", 0, 0, {}]]]}, {"name": "conv2d_616", "class_name": "Conv2D", "config": {"name": "conv2d_616", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_606", 0, 0, {}]]]}, {"name": "dropout_596", "class_name": "Dropout", "config": {"name": "dropout_596", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_616", 0, 0, {}]]]}, {"name": "merge_608", "class_name": "Merge", "config": {"name": "merge_608", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_607", 0, 0, {"mask": [null, null]}], ["dropout_596", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_603", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_603", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_608", 0, 0, {}]]]}, {"name": "activation_607", "class_name": "Activation", "config": {"name": "activation_607", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_603", 0, 0, {}]]]}, {"name": "conv2d_617", "class_name": "Conv2D", "config": {"name": "conv2d_617", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_607", 0, 0, {}]]]}, {"name": "dropout_597", "class_name": "Dropout", "config": {"name": "dropout_597", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_617", 0, 0, {}]]]}, {"name": "merge_609", "class_name": "Merge", "config": {"name": "merge_609", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_608", 0, 0, {"mask": [null, null]}], ["dropout_597", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_604", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_604", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_609", 0, 0, {}]]]}, {"name": "activation_608", "class_name": "Activation", "config": {"name": "activation_608", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_604", 0, 0, {}]]]}, {"name": "conv2d_618", "class_name": "Conv2D", "config": {"name": "conv2d_618", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_608", 0, 0, {}]]]}, {"name": "dropout_598", "class_name": "Dropout", "config": {"name": "dropout_598", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_618", 0, 0, {}]]]}, {"name": "merge_610", "class_name": "Merge", "config": {"name": "merge_610", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_609", 0, 0, {"mask": [null, null]}], ["dropout_598", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_605", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_605", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_610", 0, 0, {}]]]}, {"name": "activation_609", "class_name": "Activation", "config": {"name": "activation_609", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_605", 0, 0, {}]]]}, {"name": "conv2d_619", "class_name": "Conv2D", "config": {"name": "conv2d_619", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_609", 0, 0, {}]]]}, {"name": "dropout_599", "class_name": "Dropout", "config": {"name": "dropout_599", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_619", 0, 0, {}]]]}, {"name": "merge_612", "class_name": "Merge", "config": {"name": "merge_612", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["dropout_595", 0, 0, {"mask": [null, null, null, null, null]}], ["dropout_596", 0, 0, {"mask": [null, null, null, null, null]}], ["dropout_597", 0, 0, {"mask": [null, null, null, null, null]}], ["dropout_598", 0, 0, {"mask": [null, null, null, null, null]}], ["dropout_599", 0, 0, {"mask": [null, null, null, null, null]}]]]}, {"name": "conv2d_transpose_25", "class_name": "Conv2DTranspose", "config": {"name": "conv2d_transpose_25", "trainable": true, "filters": 80, "kernel_size": [3, 3], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["merge_612", 0, 0, {}]]]}, {"name": "merge_613", "class_name": "Merge", "config": {"name": "merge_613", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["conv2d_transpose_25", 0, 0, {"mask": [null, null]}], ["merge_520", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_606", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_606", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_613", 0, 0, {}]]]}, {"name": "activation_610", "class_name": "Activation", "config": {"name": "activation_610", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_606", 0, 0, {}]]]}, {"name": "conv2d_620", "class_name": "Conv2D", "config": {"name": "conv2d_620", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_610", 0, 0, {}]]]}, {"name": "dropout_600", "class_name": "Dropout", "config": {"name": "dropout_600", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_620", 0, 0, {}]]]}, {"name": "merge_614", "class_name": "Merge", "config": {"name": "merge_614", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_613", 0, 0, {"mask": [null, null]}], ["dropout_600", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_607", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_607", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_614", 0, 0, {}]]]}, {"name": "activation_611", "class_name": "Activation", "config": {"name": "activation_611", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_607", 0, 0, {}]]]}, {"name": "conv2d_621", "class_name": "Conv2D", "config": {"name": "conv2d_621", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_611", 0, 0, {}]]]}, {"name": "dropout_601", "class_name": "Dropout", "config": {"name": "dropout_601", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_621", 0, 0, {}]]]}, {"name": "merge_615", "class_name": "Merge", "config": {"name": "merge_615", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_614", 0, 0, {"mask": [null, null]}], ["dropout_601", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_608", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_608", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_615", 0, 0, {}]]]}, {"name": "activation_612", "class_name": "Activation", "config": {"name": "activation_612", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_608", 0, 0, {}]]]}, {"name": "conv2d_622", "class_name": "Conv2D", "config": {"name": "conv2d_622", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_612", 0, 0, {}]]]}, {"name": "dropout_602", "class_name": "Dropout", "config": {"name": "dropout_602", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_622", 0, 0, {}]]]}, {"name": "merge_616", "class_name": "Merge", "config": {"name": "merge_616", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_615", 0, 0, {"mask": [null, null]}], ["dropout_602", 0, 0, {"mask": [null, null]}]]]}, {"name": "batch_normalization_609", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_609", "trainable": true, "axis": -1, "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["merge_616", 0, 0, {}]]]}, {"name": "activation_613", "class_name": "Activation", "config": {"name": "activation_613", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_609", 0, 0, {}]]]}, {"name": "conv2d_623", "class_name": "Conv2D", "config": {"name": "conv2d_623", "trainable": true, "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_613", 0, 0, {}]]]}, {"name": "dropout_603", "class_name": "Dropout", "config": {"name": "dropout_603", "trainable": true, "rate": 0.2}, "inbound_nodes": [[["conv2d_623", 0, 0, {}]]]}, {"name": "merge_617", "class_name": "Merge", "config": {"name": "merge_617", "mode": "concat", "mode_type": "raw", "concat_axis": -1, "dot_axes": -1, "output_shape": null, "output_shape_type": "raw", "output_mask": null, "output_mask_type": "raw", "arguments": {}}, "inbound_nodes": [[["merge_616", 0, 0, {"mask": [null, null]}], ["dropout_603", 0, 0, {"mask": [null, null]}]]]}, {"name": "conv2d_624", "class_name": "Conv2D", "config": {"name": "conv2d_624", "trainable": true, "filters": 12, "kernel_size": [1, 1], "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": "uniform", "seed": null}}, "bias_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["merge_617", 0, 0, {}]]]}, {"name": "reshape_5", "class_name": "Reshape", "config": {"name": "reshape_5", "trainable": true, "target_shape": [-1, 12]}, "inbound_nodes": [[["conv2d_624", 0, 0, {}]]]}, {"name": "activation_614", "class_name": "Activation", "config": {"name": "activation_614", "trainable": true, "activation": "softmax"}, "inbound_nodes": [[["reshape_5", 0, 0, {}]]]}], "input_layers": [["input_9", 0, 0]], "output_layers": [["activation_614", 0, 0]]}, "keras_version": "2.0.0", "backend": "tensorflow"}