׷root"_tf_keras_network*��{"name": "model_2", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": false, "class_name": "Functional", "config": {"name": "model_2", "trainable": true, "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, 224, 224, 3]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "arr_1input_1"}, "name": "arr_1input_1", "inbound_nodes": []}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_1", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_1", "inbound_nodes": [[["arr_1input_1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_1", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_1", "inbound_nodes": [[["arr_1conv2d_1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_1", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_1", "inbound_nodes": [[["arr_1batch_normalization_1", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_2", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_2", "inbound_nodes": [[["arr_1activation_1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_2", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_2", "inbound_nodes": [[["arr_1conv2d_2", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_2", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_2", "inbound_nodes": [[["arr_1batch_normalization_2", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_3", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_3", "inbound_nodes": [[["arr_1activation_2", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_3", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_3", "inbound_nodes": [[["arr_1conv2d_3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_3", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_3", "inbound_nodes": [[["arr_1batch_normalization_3", 0, 0, {}]]]}, {"class_name": "MaxPooling2D", "config": {"name": "arr_1max_pooling2d_1", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "name": "arr_1max_pooling2d_1", "inbound_nodes": [[["arr_1activation_3", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_4", "trainable": true, "dtype": "float32", "filters": 80, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_4", "inbound_nodes": [[["arr_1max_pooling2d_1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_4", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_4", "inbound_nodes": [[["arr_1conv2d_4", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_4", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_4", "inbound_nodes": [[["arr_1batch_normalization_4", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_5", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_5", "inbound_nodes": [[["arr_1activation_4", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_5", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_5", "inbound_nodes": [[["arr_1conv2d_5", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_5", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_5", "inbound_nodes": [[["arr_1batch_normalization_5", 0, 0, {}]]]}, {"class_name": "MaxPooling2D", "config": {"name": "arr_1max_pooling2d_2", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "name": "arr_1max_pooling2d_2", "inbound_nodes": [[["arr_1activation_5", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_9", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_9", "inbound_nodes": [[["arr_1max_pooling2d_2", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_9", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_9", "inbound_nodes": [[["arr_1conv2d_9", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_9", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_9", "inbound_nodes": [[["arr_1batch_normalization_9", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_7", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_7", "inbound_nodes": [[["arr_1max_pooling2d_2", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_10", "trainable": true, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_10", "inbound_nodes": [[["arr_1activation_9", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_7", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_7", "inbound_nodes": [[["arr_1conv2d_7", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_10", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_10", "inbound_nodes": [[["arr_1conv2d_10", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_7", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_7", "inbound_nodes": [[["arr_1batch_normalization_7", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_10", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_10", "inbound_nodes": [[["arr_1batch_normalization_10", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "arr_1average_pooling2d_1", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "arr_1average_pooling2d_1", "inbound_nodes": [[["arr_1max_pooling2d_2", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_6", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_6", "inbound_nodes": [[["arr_1max_pooling2d_2", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_8", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_8", "inbound_nodes": [[["arr_1activation_7", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_11", "trainable": true, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_11", "inbound_nodes": [[["arr_1activation_10", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_12", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_12", "inbound_nodes": [[["arr_1average_pooling2d_1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_6", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_6", "inbound_nodes": [[["arr_1conv2d_6", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_8", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_8", "inbound_nodes": [[["arr_1conv2d_8", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_11", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_11", "inbound_nodes": [[["arr_1conv2d_11", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_12", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_12", "inbound_nodes": [[["arr_1conv2d_12", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_6", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_6", "inbound_nodes": [[["arr_1batch_normalization_6", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_8", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_8", "inbound_nodes": [[["arr_1batch_normalization_8", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_11", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_11", "inbound_nodes": [[["arr_1batch_normalization_11", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_12", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_12", "inbound_nodes": [[["arr_1batch_normalization_12", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "arr_1mixed0", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1mixed0", "inbound_nodes": [[["arr_1activation_6", 0, 0, {}], ["arr_1activation_8", 0, 0, {}], ["arr_1activation_11", 0, 0, {}], ["arr_1activation_12", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_16", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_16", "inbound_nodes": [[["arr_1mixed0", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_16", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_16", "inbound_nodes": [[["arr_1conv2d_16", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_16", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_16", "inbound_nodes": [[["arr_1batch_normalization_16", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_14", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_14", "inbound_nodes": [[["arr_1mixed0", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_17", "trainable": true, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_17", "inbound_nodes": [[["arr_1activation_16", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_14", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_14", "inbound_nodes": [[["arr_1conv2d_14", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_17", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_17", "inbound_nodes": [[["arr_1conv2d_17", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_14", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_14", "inbound_nodes": [[["arr_1batch_normalization_14", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_17", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_17", "inbound_nodes": [[["arr_1batch_normalization_17", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "arr_1average_pooling2d_2", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "arr_1average_pooling2d_2", "inbound_nodes": [[["arr_1mixed0", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_13", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_13", "inbound_nodes": [[["arr_1mixed0", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_15", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_15", "inbound_nodes": [[["arr_1activation_14", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_18", "trainable": true, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_18", "inbound_nodes": [[["arr_1activation_17", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_19", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_19", "inbound_nodes": [[["arr_1average_pooling2d_2", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_13", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_13", "inbound_nodes": [[["arr_1conv2d_13", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_15", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_15", "inbound_nodes": [[["arr_1conv2d_15", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_18", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_18", "inbound_nodes": [[["arr_1conv2d_18", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_19", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_19", "inbound_nodes": [[["arr_1conv2d_19", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_13", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_13", "inbound_nodes": [[["arr_1batch_normalization_13", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_15", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_15", "inbound_nodes": [[["arr_1batch_normalization_15", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_18", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_18", "inbound_nodes": [[["arr_1batch_normalization_18", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_19", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_19", "inbound_nodes": [[["arr_1batch_normalization_19", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "arr_1mixed1", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1mixed1", "inbound_nodes": [[["arr_1activation_13", 0, 0, {}], ["arr_1activation_15", 0, 0, {}], ["arr_1activation_18", 0, 0, {}], ["arr_1activation_19", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_23", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_23", "inbound_nodes": [[["arr_1mixed1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_23", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_23", "inbound_nodes": [[["arr_1conv2d_23", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_23", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_23", "inbound_nodes": [[["arr_1batch_normalization_23", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_21", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_21", "inbound_nodes": [[["arr_1mixed1", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_24", "trainable": true, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_24", "inbound_nodes": [[["arr_1activation_23", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_21", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_21", "inbound_nodes": [[["arr_1conv2d_21", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_24", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_24", "inbound_nodes": [[["arr_1conv2d_24", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_21", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_21", "inbound_nodes": [[["arr_1batch_normalization_21", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_24", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_24", "inbound_nodes": [[["arr_1batch_normalization_24", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "arr_1average_pooling2d_3", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "arr_1average_pooling2d_3", "inbound_nodes": [[["arr_1mixed1", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_20", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_20", "inbound_nodes": [[["arr_1mixed1", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_22", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_22", "inbound_nodes": [[["arr_1activation_21", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_25", "trainable": true, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_25", "inbound_nodes": [[["arr_1activation_24", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_26", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_26", "inbound_nodes": [[["arr_1average_pooling2d_3", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_20", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_20", "inbound_nodes": [[["arr_1conv2d_20", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_22", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_22", "inbound_nodes": [[["arr_1conv2d_22", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_25", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_25", "inbound_nodes": [[["arr_1conv2d_25", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_26", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_26", "inbound_nodes": [[["arr_1conv2d_26", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_20", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_20", "inbound_nodes": [[["arr_1batch_normalization_20", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_22", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_22", "inbound_nodes": [[["arr_1batch_normalization_22", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_25", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_25", "inbound_nodes": [[["arr_1batch_normalization_25", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_26", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_26", "inbound_nodes": [[["arr_1batch_normalization_26", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "arr_1mixed2", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1mixed2", "inbound_nodes": [[["arr_1activation_20", 0, 0, {}], ["arr_1activation_22", 0, 0, {}], ["arr_1activation_25", 0, 0, {}], ["arr_1activation_26", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_28", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_28", "inbound_nodes": [[["arr_1mixed2", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_28", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_28", "inbound_nodes": [[["arr_1conv2d_28", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_28", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_28", "inbound_nodes": [[["arr_1batch_normalization_28", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_29", "trainable": true, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_29", "inbound_nodes": [[["arr_1activation_28", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_29", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_29", "inbound_nodes": [[["arr_1conv2d_29", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_29", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_29", "inbound_nodes": [[["arr_1batch_normalization_29", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_27", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_27", "inbound_nodes": [[["arr_1mixed2", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_30", "trainable": true, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_30", "inbound_nodes": [[["arr_1activation_29", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_27", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_27", "inbound_nodes": [[["arr_1conv2d_27", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_30", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_30", "inbound_nodes": [[["arr_1conv2d_30", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_27", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_27", "inbound_nodes": [[["arr_1batch_normalization_27", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_30", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_30", "inbound_nodes": [[["arr_1batch_normalization_30", 0, 0, {}]]]}, {"class_name": "MaxPooling2D", "config": {"name": "arr_1max_pooling2d_3", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "name": "arr_1max_pooling2d_3", "inbound_nodes": [[["arr_1mixed2", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "arr_1mixed3", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1mixed3", "inbound_nodes": [[["arr_1activation_27", 0, 0, {}], ["arr_1activation_30", 0, 0, {}], ["arr_1max_pooling2d_3", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_35", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_35", "inbound_nodes": [[["arr_1mixed3", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_35", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_35", "inbound_nodes": [[["arr_1conv2d_35", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_35", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_35", "inbound_nodes": [[["arr_1batch_normalization_35", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_36", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_36", "inbound_nodes": [[["arr_1activation_35", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_36", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_36", "inbound_nodes": [[["arr_1conv2d_36", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_36", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_36", "inbound_nodes": [[["arr_1batch_normalization_36", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_32", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_32", "inbound_nodes": [[["arr_1mixed3", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_37", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_37", "inbound_nodes": [[["arr_1activation_36", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_32", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_32", "inbound_nodes": [[["arr_1conv2d_32", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_37", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_37", "inbound_nodes": [[["arr_1conv2d_37", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_32", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_32", "inbound_nodes": [[["arr_1batch_normalization_32", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_37", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_37", "inbound_nodes": [[["arr_1batch_normalization_37", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_33", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_33", "inbound_nodes": [[["arr_1activation_32", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_38", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_38", "inbound_nodes": [[["arr_1activation_37", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_33", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_33", "inbound_nodes": [[["arr_1conv2d_33", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_38", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_38", "inbound_nodes": [[["arr_1conv2d_38", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_33", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_33", "inbound_nodes": [[["arr_1batch_normalization_33", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_38", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_38", "inbound_nodes": [[["arr_1batch_normalization_38", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "arr_1average_pooling2d_4", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "arr_1average_pooling2d_4", "inbound_nodes": [[["arr_1mixed3", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_31", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_31", "inbound_nodes": [[["arr_1mixed3", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_34", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_34", "inbound_nodes": [[["arr_1activation_33", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_39", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_39", "inbound_nodes": [[["arr_1activation_38", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_40", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_40", "inbound_nodes": [[["arr_1average_pooling2d_4", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_31", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_31", "inbound_nodes": [[["arr_1conv2d_31", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_34", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_34", "inbound_nodes": [[["arr_1conv2d_34", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_39", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_39", "inbound_nodes": [[["arr_1conv2d_39", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_40", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_40", "inbound_nodes": [[["arr_1conv2d_40", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_31", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_31", "inbound_nodes": [[["arr_1batch_normalization_31", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_34", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_34", "inbound_nodes": [[["arr_1batch_normalization_34", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_39", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_39", "inbound_nodes": [[["arr_1batch_normalization_39", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_40", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_40", "inbound_nodes": [[["arr_1batch_normalization_40", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "arr_1mixed4", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1mixed4", "inbound_nodes": [[["arr_1activation_31", 0, 0, {}], ["arr_1activation_34", 0, 0, {}], ["arr_1activation_39", 0, 0, {}], ["arr_1activation_40", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_45", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_45", "inbound_nodes": [[["arr_1mixed4", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_45", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_45", "inbound_nodes": [[["arr_1conv2d_45", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_45", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_45", "inbound_nodes": [[["arr_1batch_normalization_45", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_46", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_46", "inbound_nodes": [[["arr_1activation_45", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_46", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_46", "inbound_nodes": [[["arr_1conv2d_46", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_46", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_46", "inbound_nodes": [[["arr_1batch_normalization_46", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_42", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_42", "inbound_nodes": [[["arr_1mixed4", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_47", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_47", "inbound_nodes": [[["arr_1activation_46", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_42", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_42", "inbound_nodes": [[["arr_1conv2d_42", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_47", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_47", "inbound_nodes": [[["arr_1conv2d_47", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_42", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_42", "inbound_nodes": [[["arr_1batch_normalization_42", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_47", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_47", "inbound_nodes": [[["arr_1batch_normalization_47", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_43", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_43", "inbound_nodes": [[["arr_1activation_42", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_48", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_48", "inbound_nodes": [[["arr_1activation_47", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_43", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_43", "inbound_nodes": [[["arr_1conv2d_43", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_48", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_48", "inbound_nodes": [[["arr_1conv2d_48", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_43", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_43", "inbound_nodes": [[["arr_1batch_normalization_43", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_48", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_48", "inbound_nodes": [[["arr_1batch_normalization_48", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "arr_1average_pooling2d_5", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "arr_1average_pooling2d_5", "inbound_nodes": [[["arr_1mixed4", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_41", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_41", "inbound_nodes": [[["arr_1mixed4", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_44", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_44", "inbound_nodes": [[["arr_1activation_43", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_49", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_49", "inbound_nodes": [[["arr_1activation_48", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_50", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_50", "inbound_nodes": [[["arr_1average_pooling2d_5", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_41", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_41", "inbound_nodes": [[["arr_1conv2d_41", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_44", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_44", "inbound_nodes": [[["arr_1conv2d_44", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_49", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_49", "inbound_nodes": [[["arr_1conv2d_49", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_50", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_50", "inbound_nodes": [[["arr_1conv2d_50", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_41", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_41", "inbound_nodes": [[["arr_1batch_normalization_41", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_44", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_44", "inbound_nodes": [[["arr_1batch_normalization_44", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_49", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_49", "inbound_nodes": [[["arr_1batch_normalization_49", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_50", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_50", "inbound_nodes": [[["arr_1batch_normalization_50", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "arr_1mixed5", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1mixed5", "inbound_nodes": [[["arr_1activation_41", 0, 0, {}], ["arr_1activation_44", 0, 0, {}], ["arr_1activation_49", 0, 0, {}], ["arr_1activation_50", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_55", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_55", "inbound_nodes": [[["arr_1mixed5", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_55", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_55", "inbound_nodes": [[["arr_1conv2d_55", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_55", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_55", "inbound_nodes": [[["arr_1batch_normalization_55", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_56", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_56", "inbound_nodes": [[["arr_1activation_55", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_56", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_56", "inbound_nodes": [[["arr_1conv2d_56", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_56", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_56", "inbound_nodes": [[["arr_1batch_normalization_56", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_52", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_52", "inbound_nodes": [[["arr_1mixed5", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_57", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_57", "inbound_nodes": [[["arr_1activation_56", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_52", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_52", "inbound_nodes": [[["arr_1conv2d_52", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_57", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_57", "inbound_nodes": [[["arr_1conv2d_57", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_52", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_52", "inbound_nodes": [[["arr_1batch_normalization_52", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_57", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_57", "inbound_nodes": [[["arr_1batch_normalization_57", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_53", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_53", "inbound_nodes": [[["arr_1activation_52", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_58", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_58", "inbound_nodes": [[["arr_1activation_57", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_53", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_53", "inbound_nodes": [[["arr_1conv2d_53", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_58", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_58", "inbound_nodes": [[["arr_1conv2d_58", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_53", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_53", "inbound_nodes": [[["arr_1batch_normalization_53", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_58", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_58", "inbound_nodes": [[["arr_1batch_normalization_58", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "arr_1average_pooling2d_6", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "arr_1average_pooling2d_6", "inbound_nodes": [[["arr_1mixed5", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_51", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_51", "inbound_nodes": [[["arr_1mixed5", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_54", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_54", "inbound_nodes": [[["arr_1activation_53", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_59", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_59", "inbound_nodes": [[["arr_1activation_58", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_60", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_60", "inbound_nodes": [[["arr_1average_pooling2d_6", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_51", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_51", "inbound_nodes": [[["arr_1conv2d_51", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_54", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_54", "inbound_nodes": [[["arr_1conv2d_54", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_59", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_59", "inbound_nodes": [[["arr_1conv2d_59", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_60", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_60", "inbound_nodes": [[["arr_1conv2d_60", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_51", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_51", "inbound_nodes": [[["arr_1batch_normalization_51", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_54", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_54", "inbound_nodes": [[["arr_1batch_normalization_54", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_59", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_59", "inbound_nodes": [[["arr_1batch_normalization_59", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_60", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_60", "inbound_nodes": [[["arr_1batch_normalization_60", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "arr_1mixed6", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1mixed6", "inbound_nodes": [[["arr_1activation_51", 0, 0, {}], ["arr_1activation_54", 0, 0, {}], ["arr_1activation_59", 0, 0, {}], ["arr_1activation_60", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_65", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_65", "inbound_nodes": [[["arr_1mixed6", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_65", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_65", "inbound_nodes": [[["arr_1conv2d_65", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_65", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_65", "inbound_nodes": [[["arr_1batch_normalization_65", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_66", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_66", "inbound_nodes": [[["arr_1activation_65", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_66", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_66", "inbound_nodes": [[["arr_1conv2d_66", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_66", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_66", "inbound_nodes": [[["arr_1batch_normalization_66", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_62", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_62", "inbound_nodes": [[["arr_1mixed6", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_67", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_67", "inbound_nodes": [[["arr_1activation_66", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_62", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_62", "inbound_nodes": [[["arr_1conv2d_62", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_67", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_67", "inbound_nodes": [[["arr_1conv2d_67", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_62", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_62", "inbound_nodes": [[["arr_1batch_normalization_62", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_67", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_67", "inbound_nodes": [[["arr_1batch_normalization_67", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_63", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_63", "inbound_nodes": [[["arr_1activation_62", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_68", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_68", "inbound_nodes": [[["arr_1activation_67", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_63", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_63", "inbound_nodes": [[["arr_1conv2d_63", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_68", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_68", "inbound_nodes": [[["arr_1conv2d_68", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_63", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_63", "inbound_nodes": [[["arr_1batch_normalization_63", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_68", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_68", "inbound_nodes": [[["arr_1batch_normalization_68", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "arr_1average_pooling2d_7", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "arr_1average_pooling2d_7", "inbound_nodes": [[["arr_1mixed6", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_61", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_61", "inbound_nodes": [[["arr_1mixed6", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_64", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_64", "inbound_nodes": [[["arr_1activation_63", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_69", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_69", "inbound_nodes": [[["arr_1activation_68", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_70", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_70", "inbound_nodes": [[["arr_1average_pooling2d_7", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_61", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_61", "inbound_nodes": [[["arr_1conv2d_61", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_64", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_64", "inbound_nodes": [[["arr_1conv2d_64", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_69", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_69", "inbound_nodes": [[["arr_1conv2d_69", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_70", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_70", "inbound_nodes": [[["arr_1conv2d_70", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_61", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_61", "inbound_nodes": [[["arr_1batch_normalization_61", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_64", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_64", "inbound_nodes": [[["arr_1batch_normalization_64", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_69", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_69", "inbound_nodes": [[["arr_1batch_normalization_69", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_70", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_70", "inbound_nodes": [[["arr_1batch_normalization_70", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "arr_1mixed7", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1mixed7", "inbound_nodes": [[["arr_1activation_61", 0, 0, {}], ["arr_1activation_64", 0, 0, {}], ["arr_1activation_69", 0, 0, {}], ["arr_1activation_70", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_73", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_73", "inbound_nodes": [[["arr_1mixed7", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_73", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_73", "inbound_nodes": [[["arr_1conv2d_73", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_73", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_73", "inbound_nodes": [[["arr_1batch_normalization_73", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_74", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_74", "inbound_nodes": [[["arr_1activation_73", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_74", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_74", "inbound_nodes": [[["arr_1conv2d_74", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_74", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_74", "inbound_nodes": [[["arr_1batch_normalization_74", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_71", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_71", "inbound_nodes": [[["arr_1mixed7", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_75", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_75", "inbound_nodes": [[["arr_1activation_74", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_71", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_71", "inbound_nodes": [[["arr_1conv2d_71", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_75", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_75", "inbound_nodes": [[["arr_1conv2d_75", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_71", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_71", "inbound_nodes": [[["arr_1batch_normalization_71", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_75", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_75", "inbound_nodes": [[["arr_1batch_normalization_75", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_72", "trainable": true, "dtype": "float32", "filters": 320, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_72", "inbound_nodes": [[["arr_1activation_71", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_76", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_76", "inbound_nodes": [[["arr_1activation_75", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_72", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_72", "inbound_nodes": [[["arr_1conv2d_72", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_76", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_76", "inbound_nodes": [[["arr_1conv2d_76", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_72", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_72", "inbound_nodes": [[["arr_1batch_normalization_72", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_76", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_76", "inbound_nodes": [[["arr_1batch_normalization_76", 0, 0, {}]]]}, {"class_name": "MaxPooling2D", "config": {"name": "arr_1max_pooling2d_4", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "name": "arr_1max_pooling2d_4", "inbound_nodes": [[["arr_1mixed7", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "arr_1mixed8", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1mixed8", "inbound_nodes": [[["arr_1activation_72", 0, 0, {}], ["arr_1activation_76", 0, 0, {}], ["arr_1max_pooling2d_4", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_81", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_81", "inbound_nodes": [[["arr_1mixed8", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_81", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_81", "inbound_nodes": [[["arr_1conv2d_81", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_81", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_81", "inbound_nodes": [[["arr_1batch_normalization_81", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_78", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_78", "inbound_nodes": [[["arr_1mixed8", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_82", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_82", "inbound_nodes": [[["arr_1activation_81", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_78", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_78", "inbound_nodes": [[["arr_1conv2d_78", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_82", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_82", "inbound_nodes": [[["arr_1conv2d_82", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_78", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_78", "inbound_nodes": [[["arr_1batch_normalization_78", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_82", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_82", "inbound_nodes": [[["arr_1batch_normalization_82", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_79", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_79", "inbound_nodes": [[["arr_1activation_78", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_80", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_80", "inbound_nodes": [[["arr_1activation_78", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_83", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_83", "inbound_nodes": [[["arr_1activation_82", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_84", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_84", "inbound_nodes": [[["arr_1activation_82", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "arr_1average_pooling2d_8", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "arr_1average_pooling2d_8", "inbound_nodes": [[["arr_1mixed8", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_77", "trainable": true, "dtype": "float32", "filters": 320, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_77", "inbound_nodes": [[["arr_1mixed8", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_79", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_79", "inbound_nodes": [[["arr_1conv2d_79", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_80", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_80", "inbound_nodes": [[["arr_1conv2d_80", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_83", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_83", "inbound_nodes": [[["arr_1conv2d_83", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_84", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_84", "inbound_nodes": [[["arr_1conv2d_84", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_85", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_85", "inbound_nodes": [[["arr_1average_pooling2d_8", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_77", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_77", "inbound_nodes": [[["arr_1conv2d_77", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_79", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_79", "inbound_nodes": [[["arr_1batch_normalization_79", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_80", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_80", "inbound_nodes": [[["arr_1batch_normalization_80", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_83", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_83", "inbound_nodes": [[["arr_1batch_normalization_83", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_84", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_84", "inbound_nodes": [[["arr_1batch_normalization_84", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_85", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_85", "inbound_nodes": [[["arr_1conv2d_85", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_77", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_77", "inbound_nodes": [[["arr_1batch_normalization_77", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "arr_1mixed9_0", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1mixed9_0", "inbound_nodes": [[["arr_1activation_79", 0, 0, {}], ["arr_1activation_80", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "arr_1concatenate_1", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1concatenate_1", "inbound_nodes": [[["arr_1activation_83", 0, 0, {}], ["arr_1activation_84", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_85", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_85", "inbound_nodes": [[["arr_1batch_normalization_85", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "arr_1mixed9", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1mixed9", "inbound_nodes": [[["arr_1activation_77", 0, 0, {}], ["arr_1mixed9_0", 0, 0, {}], ["arr_1concatenate_1", 0, 0, {}], ["arr_1activation_85", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_90", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_90", "inbound_nodes": [[["arr_1mixed9", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_90", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_90", "inbound_nodes": [[["arr_1conv2d_90", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_90", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_90", "inbound_nodes": [[["arr_1batch_normalization_90", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_87", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_87", "inbound_nodes": [[["arr_1mixed9", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_91", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_91", "inbound_nodes": [[["arr_1activation_90", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_87", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_87", "inbound_nodes": [[["arr_1conv2d_87", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_91", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_91", "inbound_nodes": [[["arr_1conv2d_91", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_87", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_87", "inbound_nodes": [[["arr_1batch_normalization_87", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_91", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_91", "inbound_nodes": [[["arr_1batch_normalization_91", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_88", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_88", "inbound_nodes": [[["arr_1activation_87", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_89", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_89", "inbound_nodes": [[["arr_1activation_87", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_92", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_92", "inbound_nodes": [[["arr_1activation_91", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_93", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_93", "inbound_nodes": [[["arr_1activation_91", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "arr_1average_pooling2d_9", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "arr_1average_pooling2d_9", "inbound_nodes": [[["arr_1mixed9", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_86", "trainable": true, "dtype": "float32", "filters": 320, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_86", "inbound_nodes": [[["arr_1mixed9", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_88", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_88", "inbound_nodes": [[["arr_1conv2d_88", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_89", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_89", "inbound_nodes": [[["arr_1conv2d_89", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_92", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_92", "inbound_nodes": [[["arr_1conv2d_92", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_93", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_93", "inbound_nodes": [[["arr_1conv2d_93", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_94", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_94", "inbound_nodes": [[["arr_1average_pooling2d_9", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_86", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_86", "inbound_nodes": [[["arr_1conv2d_86", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_88", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_88", "inbound_nodes": [[["arr_1batch_normalization_88", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_89", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_89", "inbound_nodes": [[["arr_1batch_normalization_89", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_92", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_92", "inbound_nodes": [[["arr_1batch_normalization_92", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_93", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_93", "inbound_nodes": [[["arr_1batch_normalization_93", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_94", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "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}, "name": "arr_1batch_normalization_94", "inbound_nodes": [[["arr_1conv2d_94", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_86", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_86", "inbound_nodes": [[["arr_1batch_normalization_86", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "arr_1mixed9_1", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1mixed9_1", "inbound_nodes": [[["arr_1activation_88", 0, 0, {}], ["arr_1activation_89", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "arr_1concatenate_2", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1concatenate_2", "inbound_nodes": [[["arr_1activation_92", 0, 0, {}], ["arr_1activation_93", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "arr_1activation_94", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_94", "inbound_nodes": [[["arr_1batch_normalization_94", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "arr_1mixed10", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1mixed10", "inbound_nodes": [[["arr_1activation_86", 0, 0, {}], ["arr_1mixed9_1", 0, 0, {}], ["arr_1concatenate_2", 0, 0, {}], ["arr_1activation_94", 0, 0, {}]]]}, {"class_name": "GlobalAveragePooling2D", "config": {"name": "global_average_pooling2d_1", "trainable": true, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "name": "global_average_pooling2d_1", "inbound_nodes": [[["arr_1mixed10", 0, 0, {}]]]}, {"class_name": "Dense", "config": {"name": "global_dense1", "trainable": true, "dtype": "float32", "units": 256, "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "global_dense1", "inbound_nodes": [[["global_average_pooling2d_1", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_1", "trainable": true, "dtype": "float32", "rate": 0.5, "noise_shape": null, "seed": null}, "name": "dropout_1", "inbound_nodes": [[["global_dense1", 0, 0, {}]]]}, {"class_name": "Dense", "config": {"name": "global_dense2", "trainable": true, "dtype": "float32", "units": 128, "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "global_dense2", "inbound_nodes": [[["dropout_1", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_2", "trainable": true, "dtype": "float32", "rate": 0.5, "noise_shape": null, "seed": null}, "name": "dropout_2", "inbound_nodes": [[["global_dense2", 0, 0, {}]]]}, {"class_name": "Dense", "config": {"name": "global_predictions", "trainable": true, "dtype": "float32", "units": 2, "activation": "softmax", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "global_predictions", "inbound_nodes": [[["dropout_2", 0, 0, {}]]]}], "input_layers": [["arr_1input_1", 0, 0]], "output_layers": [["global_predictions", 0, 0]]}, "shared_object_id": 887, "input_spec": [{"class_name": "InputSpec", "config": {"dtype": null, "shape": {"class_name": "__tuple__", "items": [null, 224, 224, 3]}, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}}], "build_input_shape": {"class_name": "TensorShape", "items": [null, 224, 224, 3]}, "is_graph_network": true, "full_save_spec": {"class_name": "__tuple__", "items": [[{"class_name": "TypeSpec", "type_spec": "tf.TensorSpec", "serialized": [{"class_name": "TensorShape", "items": [null, 224, 224, 3]}, "float32", "arr_1input_1"]}], {}]}, "save_spec": {"class_name": "TypeSpec", "type_spec": "tf.TensorSpec", "serialized": [{"class_name": "TensorShape", "items": [null, 224, 224, 3]}, "float32", "arr_1input_1"]}, "keras_version": "2.14.0", "backend": "tensorflow", "model_config": {"class_name": "Functional", "config": {"name": "model_2", "trainable": true, "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, 224, 224, 3]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "arr_1input_1"}, "name": "arr_1input_1", "inbound_nodes": [], "shared_object_id": 0}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_1", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_1", "inbound_nodes": [[["arr_1input_1", 0, 0, {}]]], "shared_object_id": 3}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_1", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 4}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 5}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 6}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 7}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_1", "inbound_nodes": [[["arr_1conv2d_1", 0, 0, {}]]], "shared_object_id": 8}, {"class_name": "Activation", "config": {"name": "arr_1activation_1", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_1", "inbound_nodes": [[["arr_1batch_normalization_1", 0, 0, {}]]], "shared_object_id": 9}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_2", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 10}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 11}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_2", "inbound_nodes": [[["arr_1activation_1", 0, 0, {}]]], "shared_object_id": 12}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_2", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 13}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 14}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 15}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 16}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_2", "inbound_nodes": [[["arr_1conv2d_2", 0, 0, {}]]], "shared_object_id": 17}, {"class_name": "Activation", "config": {"name": "arr_1activation_2", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_2", "inbound_nodes": [[["arr_1batch_normalization_2", 0, 0, {}]]], "shared_object_id": 18}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_3", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 19}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 20}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_3", "inbound_nodes": [[["arr_1activation_2", 0, 0, {}]]], "shared_object_id": 21}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_3", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 22}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 23}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 24}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 25}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_3", "inbound_nodes": [[["arr_1conv2d_3", 0, 0, {}]]], "shared_object_id": 26}, {"class_name": "Activation", "config": {"name": "arr_1activation_3", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_3", "inbound_nodes": [[["arr_1batch_normalization_3", 0, 0, {}]]], "shared_object_id": 27}, {"class_name": "MaxPooling2D", "config": {"name": "arr_1max_pooling2d_1", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "name": "arr_1max_pooling2d_1", "inbound_nodes": [[["arr_1activation_3", 0, 0, {}]]], "shared_object_id": 28}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_4", "trainable": true, "dtype": "float32", "filters": 80, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 29}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 30}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_4", "inbound_nodes": [[["arr_1max_pooling2d_1", 0, 0, {}]]], "shared_object_id": 31}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_4", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 32}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 33}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 34}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 35}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_4", "inbound_nodes": [[["arr_1conv2d_4", 0, 0, {}]]], "shared_object_id": 36}, {"class_name": "Activation", "config": {"name": "arr_1activation_4", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_4", "inbound_nodes": [[["arr_1batch_normalization_4", 0, 0, {}]]], "shared_object_id": 37}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_5", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 38}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 39}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_5", "inbound_nodes": [[["arr_1activation_4", 0, 0, {}]]], "shared_object_id": 40}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_5", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 41}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 42}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 43}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 44}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_5", "inbound_nodes": [[["arr_1conv2d_5", 0, 0, {}]]], "shared_object_id": 45}, {"class_name": "Activation", "config": {"name": "arr_1activation_5", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_5", "inbound_nodes": [[["arr_1batch_normalization_5", 0, 0, {}]]], "shared_object_id": 46}, {"class_name": "MaxPooling2D", "config": {"name": "arr_1max_pooling2d_2", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "name": "arr_1max_pooling2d_2", "inbound_nodes": [[["arr_1activation_5", 0, 0, {}]]], "shared_object_id": 47}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_9", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 48}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 49}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_9", "inbound_nodes": [[["arr_1max_pooling2d_2", 0, 0, {}]]], "shared_object_id": 50}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_9", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 51}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 52}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 53}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 54}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_9", "inbound_nodes": [[["arr_1conv2d_9", 0, 0, {}]]], "shared_object_id": 55}, {"class_name": "Activation", "config": {"name": "arr_1activation_9", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_9", "inbound_nodes": [[["arr_1batch_normalization_9", 0, 0, {}]]], "shared_object_id": 56}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_7", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 57}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 58}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_7", "inbound_nodes": [[["arr_1max_pooling2d_2", 0, 0, {}]]], "shared_object_id": 59}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_10", "trainable": true, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 60}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 61}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_10", "inbound_nodes": [[["arr_1activation_9", 0, 0, {}]]], "shared_object_id": 62}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_7", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 63}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 64}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 65}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 66}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_7", "inbound_nodes": [[["arr_1conv2d_7", 0, 0, {}]]], "shared_object_id": 67}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_10", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 68}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 69}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 70}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 71}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_10", "inbound_nodes": [[["arr_1conv2d_10", 0, 0, {}]]], "shared_object_id": 72}, {"class_name": "Activation", "config": {"name": "arr_1activation_7", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_7", "inbound_nodes": [[["arr_1batch_normalization_7", 0, 0, {}]]], "shared_object_id": 73}, {"class_name": "Activation", "config": {"name": "arr_1activation_10", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_10", "inbound_nodes": [[["arr_1batch_normalization_10", 0, 0, {}]]], "shared_object_id": 74}, {"class_name": "AveragePooling2D", "config": {"name": "arr_1average_pooling2d_1", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "arr_1average_pooling2d_1", "inbound_nodes": [[["arr_1max_pooling2d_2", 0, 0, {}]]], "shared_object_id": 75}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_6", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 76}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 77}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_6", "inbound_nodes": [[["arr_1max_pooling2d_2", 0, 0, {}]]], "shared_object_id": 78}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_8", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 79}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 80}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_8", "inbound_nodes": [[["arr_1activation_7", 0, 0, {}]]], "shared_object_id": 81}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_11", "trainable": true, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 82}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 83}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_11", "inbound_nodes": [[["arr_1activation_10", 0, 0, {}]]], "shared_object_id": 84}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_12", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 85}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 86}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_12", "inbound_nodes": [[["arr_1average_pooling2d_1", 0, 0, {}]]], "shared_object_id": 87}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_6", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 88}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 89}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 90}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 91}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_6", "inbound_nodes": [[["arr_1conv2d_6", 0, 0, {}]]], "shared_object_id": 92}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_8", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 93}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 94}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 95}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 96}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_8", "inbound_nodes": [[["arr_1conv2d_8", 0, 0, {}]]], "shared_object_id": 97}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_11", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 98}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 99}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 100}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 101}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_11", "inbound_nodes": [[["arr_1conv2d_11", 0, 0, {}]]], "shared_object_id": 102}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_12", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 103}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 104}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 105}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 106}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_12", "inbound_nodes": [[["arr_1conv2d_12", 0, 0, {}]]], "shared_object_id": 107}, {"class_name": "Activation", "config": {"name": "arr_1activation_6", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_6", "inbound_nodes": [[["arr_1batch_normalization_6", 0, 0, {}]]], "shared_object_id": 108}, {"class_name": "Activation", "config": {"name": "arr_1activation_8", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_8", "inbound_nodes": [[["arr_1batch_normalization_8", 0, 0, {}]]], "shared_object_id": 109}, {"class_name": "Activation", "config": {"name": "arr_1activation_11", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_11", "inbound_nodes": [[["arr_1batch_normalization_11", 0, 0, {}]]], "shared_object_id": 110}, {"class_name": "Activation", "config": {"name": "arr_1activation_12", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_12", "inbound_nodes": [[["arr_1batch_normalization_12", 0, 0, {}]]], "shared_object_id": 111}, {"class_name": "Concatenate", "config": {"name": "arr_1mixed0", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1mixed0", "inbound_nodes": [[["arr_1activation_6", 0, 0, {}], ["arr_1activation_8", 0, 0, {}], ["arr_1activation_11", 0, 0, {}], ["arr_1activation_12", 0, 0, {}]]], "shared_object_id": 112}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_16", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 113}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 114}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_16", "inbound_nodes": [[["arr_1mixed0", 0, 0, {}]]], "shared_object_id": 115}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_16", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 116}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 117}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 118}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 119}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_16", "inbound_nodes": [[["arr_1conv2d_16", 0, 0, {}]]], "shared_object_id": 120}, {"class_name": "Activation", "config": {"name": "arr_1activation_16", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_16", "inbound_nodes": [[["arr_1batch_normalization_16", 0, 0, {}]]], "shared_object_id": 121}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_14", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 122}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 123}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_14", "inbound_nodes": [[["arr_1mixed0", 0, 0, {}]]], "shared_object_id": 124}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_17", "trainable": true, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 125}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 126}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_17", "inbound_nodes": [[["arr_1activation_16", 0, 0, {}]]], "shared_object_id": 127}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_14", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 128}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 129}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 130}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 131}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_14", "inbound_nodes": [[["arr_1conv2d_14", 0, 0, {}]]], "shared_object_id": 132}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_17", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 133}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 134}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 135}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 136}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_17", "inbound_nodes": [[["arr_1conv2d_17", 0, 0, {}]]], "shared_object_id": 137}, {"class_name": "Activation", "config": {"name": "arr_1activation_14", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_14", "inbound_nodes": [[["arr_1batch_normalization_14", 0, 0, {}]]], "shared_object_id": 138}, {"class_name": "Activation", "config": {"name": "arr_1activation_17", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_17", "inbound_nodes": [[["arr_1batch_normalization_17", 0, 0, {}]]], "shared_object_id": 139}, {"class_name": "AveragePooling2D", "config": {"name": "arr_1average_pooling2d_2", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "arr_1average_pooling2d_2", "inbound_nodes": [[["arr_1mixed0", 0, 0, {}]]], "shared_object_id": 140}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_13", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 141}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 142}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_13", "inbound_nodes": [[["arr_1mixed0", 0, 0, {}]]], "shared_object_id": 143}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_15", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 144}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 145}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_15", "inbound_nodes": [[["arr_1activation_14", 0, 0, {}]]], "shared_object_id": 146}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_18", "trainable": true, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 147}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 148}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_18", "inbound_nodes": [[["arr_1activation_17", 0, 0, {}]]], "shared_object_id": 149}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_19", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 150}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 151}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_19", "inbound_nodes": [[["arr_1average_pooling2d_2", 0, 0, {}]]], "shared_object_id": 152}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_13", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 153}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 154}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 155}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 156}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_13", "inbound_nodes": [[["arr_1conv2d_13", 0, 0, {}]]], "shared_object_id": 157}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_15", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 158}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 159}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 160}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 161}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_15", "inbound_nodes": [[["arr_1conv2d_15", 0, 0, {}]]], "shared_object_id": 162}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_18", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 163}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 164}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 165}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 166}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_18", "inbound_nodes": [[["arr_1conv2d_18", 0, 0, {}]]], "shared_object_id": 167}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_19", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 168}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 169}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 170}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 171}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_19", "inbound_nodes": [[["arr_1conv2d_19", 0, 0, {}]]], "shared_object_id": 172}, {"class_name": "Activation", "config": {"name": "arr_1activation_13", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_13", "inbound_nodes": [[["arr_1batch_normalization_13", 0, 0, {}]]], "shared_object_id": 173}, {"class_name": "Activation", "config": {"name": "arr_1activation_15", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_15", "inbound_nodes": [[["arr_1batch_normalization_15", 0, 0, {}]]], "shared_object_id": 174}, {"class_name": "Activation", "config": {"name": "arr_1activation_18", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_18", "inbound_nodes": [[["arr_1batch_normalization_18", 0, 0, {}]]], "shared_object_id": 175}, {"class_name": "Activation", "config": {"name": "arr_1activation_19", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_19", "inbound_nodes": [[["arr_1batch_normalization_19", 0, 0, {}]]], "shared_object_id": 176}, {"class_name": "Concatenate", "config": {"name": "arr_1mixed1", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1mixed1", "inbound_nodes": [[["arr_1activation_13", 0, 0, {}], ["arr_1activation_15", 0, 0, {}], ["arr_1activation_18", 0, 0, {}], ["arr_1activation_19", 0, 0, {}]]], "shared_object_id": 177}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_23", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 178}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 179}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_23", "inbound_nodes": [[["arr_1mixed1", 0, 0, {}]]], "shared_object_id": 180}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_23", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 181}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 182}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 183}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 184}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_23", "inbound_nodes": [[["arr_1conv2d_23", 0, 0, {}]]], "shared_object_id": 185}, {"class_name": "Activation", "config": {"name": "arr_1activation_23", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_23", "inbound_nodes": [[["arr_1batch_normalization_23", 0, 0, {}]]], "shared_object_id": 186}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_21", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 187}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 188}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_21", "inbound_nodes": [[["arr_1mixed1", 0, 0, {}]]], "shared_object_id": 189}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_24", "trainable": true, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 190}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 191}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_24", "inbound_nodes": [[["arr_1activation_23", 0, 0, {}]]], "shared_object_id": 192}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_21", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 193}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 194}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 195}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 196}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_21", "inbound_nodes": [[["arr_1conv2d_21", 0, 0, {}]]], "shared_object_id": 197}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_24", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 198}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 199}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 200}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 201}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_24", "inbound_nodes": [[["arr_1conv2d_24", 0, 0, {}]]], "shared_object_id": 202}, {"class_name": "Activation", "config": {"name": "arr_1activation_21", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_21", "inbound_nodes": [[["arr_1batch_normalization_21", 0, 0, {}]]], "shared_object_id": 203}, {"class_name": "Activation", "config": {"name": "arr_1activation_24", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_24", "inbound_nodes": [[["arr_1batch_normalization_24", 0, 0, {}]]], "shared_object_id": 204}, {"class_name": "AveragePooling2D", "config": {"name": "arr_1average_pooling2d_3", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "arr_1average_pooling2d_3", "inbound_nodes": [[["arr_1mixed1", 0, 0, {}]]], "shared_object_id": 205}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_20", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 206}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 207}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_20", "inbound_nodes": [[["arr_1mixed1", 0, 0, {}]]], "shared_object_id": 208}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_22", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 209}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 210}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_22", "inbound_nodes": [[["arr_1activation_21", 0, 0, {}]]], "shared_object_id": 211}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_25", "trainable": true, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 212}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 213}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_25", "inbound_nodes": [[["arr_1activation_24", 0, 0, {}]]], "shared_object_id": 214}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_26", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 215}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 216}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_26", "inbound_nodes": [[["arr_1average_pooling2d_3", 0, 0, {}]]], "shared_object_id": 217}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_20", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 218}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 219}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 220}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 221}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_20", "inbound_nodes": [[["arr_1conv2d_20", 0, 0, {}]]], "shared_object_id": 222}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_22", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 223}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 224}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 225}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 226}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_22", "inbound_nodes": [[["arr_1conv2d_22", 0, 0, {}]]], "shared_object_id": 227}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_25", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 228}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 229}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 230}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 231}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_25", "inbound_nodes": [[["arr_1conv2d_25", 0, 0, {}]]], "shared_object_id": 232}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_26", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 233}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 234}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 235}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 236}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_26", "inbound_nodes": [[["arr_1conv2d_26", 0, 0, {}]]], "shared_object_id": 237}, {"class_name": "Activation", "config": {"name": "arr_1activation_20", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_20", "inbound_nodes": [[["arr_1batch_normalization_20", 0, 0, {}]]], "shared_object_id": 238}, {"class_name": "Activation", "config": {"name": "arr_1activation_22", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_22", "inbound_nodes": [[["arr_1batch_normalization_22", 0, 0, {}]]], "shared_object_id": 239}, {"class_name": "Activation", "config": {"name": "arr_1activation_25", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_25", "inbound_nodes": [[["arr_1batch_normalization_25", 0, 0, {}]]], "shared_object_id": 240}, {"class_name": "Activation", "config": {"name": "arr_1activation_26", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_26", "inbound_nodes": [[["arr_1batch_normalization_26", 0, 0, {}]]], "shared_object_id": 241}, {"class_name": "Concatenate", "config": {"name": "arr_1mixed2", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1mixed2", "inbound_nodes": [[["arr_1activation_20", 0, 0, {}], ["arr_1activation_22", 0, 0, {}], ["arr_1activation_25", 0, 0, {}], ["arr_1activation_26", 0, 0, {}]]], "shared_object_id": 242}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_28", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 243}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 244}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_28", "inbound_nodes": [[["arr_1mixed2", 0, 0, {}]]], "shared_object_id": 245}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_28", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 246}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 247}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 248}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 249}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_28", "inbound_nodes": [[["arr_1conv2d_28", 0, 0, {}]]], "shared_object_id": 250}, {"class_name": "Activation", "config": {"name": "arr_1activation_28", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_28", "inbound_nodes": [[["arr_1batch_normalization_28", 0, 0, {}]]], "shared_object_id": 251}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_29", "trainable": true, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 252}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 253}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_29", "inbound_nodes": [[["arr_1activation_28", 0, 0, {}]]], "shared_object_id": 254}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_29", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 255}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 256}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 257}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 258}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_29", "inbound_nodes": [[["arr_1conv2d_29", 0, 0, {}]]], "shared_object_id": 259}, {"class_name": "Activation", "config": {"name": "arr_1activation_29", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_29", "inbound_nodes": [[["arr_1batch_normalization_29", 0, 0, {}]]], "shared_object_id": 260}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_27", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 261}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 262}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_27", "inbound_nodes": [[["arr_1mixed2", 0, 0, {}]]], "shared_object_id": 263}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_30", "trainable": true, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 264}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 265}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_30", "inbound_nodes": [[["arr_1activation_29", 0, 0, {}]]], "shared_object_id": 266}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_27", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 267}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 268}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 269}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 270}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_27", "inbound_nodes": [[["arr_1conv2d_27", 0, 0, {}]]], "shared_object_id": 271}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_30", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 272}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 273}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 274}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 275}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_30", "inbound_nodes": [[["arr_1conv2d_30", 0, 0, {}]]], "shared_object_id": 276}, {"class_name": "Activation", "config": {"name": "arr_1activation_27", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_27", "inbound_nodes": [[["arr_1batch_normalization_27", 0, 0, {}]]], "shared_object_id": 277}, {"class_name": "Activation", "config": {"name": "arr_1activation_30", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_30", "inbound_nodes": [[["arr_1batch_normalization_30", 0, 0, {}]]], "shared_object_id": 278}, {"class_name": "MaxPooling2D", "config": {"name": "arr_1max_pooling2d_3", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "name": "arr_1max_pooling2d_3", "inbound_nodes": [[["arr_1mixed2", 0, 0, {}]]], "shared_object_id": 279}, {"class_name": "Concatenate", "config": {"name": "arr_1mixed3", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1mixed3", "inbound_nodes": [[["arr_1activation_27", 0, 0, {}], ["arr_1activation_30", 0, 0, {}], ["arr_1max_pooling2d_3", 0, 0, {}]]], "shared_object_id": 280}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_35", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 281}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 282}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_35", "inbound_nodes": [[["arr_1mixed3", 0, 0, {}]]], "shared_object_id": 283}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_35", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 284}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 285}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 286}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 287}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_35", "inbound_nodes": [[["arr_1conv2d_35", 0, 0, {}]]], "shared_object_id": 288}, {"class_name": "Activation", "config": {"name": "arr_1activation_35", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_35", "inbound_nodes": [[["arr_1batch_normalization_35", 0, 0, {}]]], "shared_object_id": 289}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_36", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 290}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 291}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_36", "inbound_nodes": [[["arr_1activation_35", 0, 0, {}]]], "shared_object_id": 292}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_36", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 293}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 294}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 295}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 296}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_36", "inbound_nodes": [[["arr_1conv2d_36", 0, 0, {}]]], "shared_object_id": 297}, {"class_name": "Activation", "config": {"name": "arr_1activation_36", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_36", "inbound_nodes": [[["arr_1batch_normalization_36", 0, 0, {}]]], "shared_object_id": 298}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_32", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 299}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 300}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_32", "inbound_nodes": [[["arr_1mixed3", 0, 0, {}]]], "shared_object_id": 301}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_37", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 302}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 303}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_37", "inbound_nodes": [[["arr_1activation_36", 0, 0, {}]]], "shared_object_id": 304}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_32", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 305}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 306}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 307}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 308}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_32", "inbound_nodes": [[["arr_1conv2d_32", 0, 0, {}]]], "shared_object_id": 309}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_37", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 310}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 311}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 312}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 313}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_37", "inbound_nodes": [[["arr_1conv2d_37", 0, 0, {}]]], "shared_object_id": 314}, {"class_name": "Activation", "config": {"name": "arr_1activation_32", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_32", "inbound_nodes": [[["arr_1batch_normalization_32", 0, 0, {}]]], "shared_object_id": 315}, {"class_name": "Activation", "config": {"name": "arr_1activation_37", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_37", "inbound_nodes": [[["arr_1batch_normalization_37", 0, 0, {}]]], "shared_object_id": 316}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_33", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 317}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 318}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_33", "inbound_nodes": [[["arr_1activation_32", 0, 0, {}]]], "shared_object_id": 319}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_38", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 320}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 321}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_38", "inbound_nodes": [[["arr_1activation_37", 0, 0, {}]]], "shared_object_id": 322}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_33", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 323}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 324}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 325}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 326}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_33", "inbound_nodes": [[["arr_1conv2d_33", 0, 0, {}]]], "shared_object_id": 327}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_38", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 328}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 329}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 330}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 331}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_38", "inbound_nodes": [[["arr_1conv2d_38", 0, 0, {}]]], "shared_object_id": 332}, {"class_name": "Activation", "config": {"name": "arr_1activation_33", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_33", "inbound_nodes": [[["arr_1batch_normalization_33", 0, 0, {}]]], "shared_object_id": 333}, {"class_name": "Activation", "config": {"name": "arr_1activation_38", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_38", "inbound_nodes": [[["arr_1batch_normalization_38", 0, 0, {}]]], "shared_object_id": 334}, {"class_name": "AveragePooling2D", "config": {"name": "arr_1average_pooling2d_4", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "arr_1average_pooling2d_4", "inbound_nodes": [[["arr_1mixed3", 0, 0, {}]]], "shared_object_id": 335}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_31", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 336}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 337}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_31", "inbound_nodes": [[["arr_1mixed3", 0, 0, {}]]], "shared_object_id": 338}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_34", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 339}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 340}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_34", "inbound_nodes": [[["arr_1activation_33", 0, 0, {}]]], "shared_object_id": 341}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_39", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 342}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 343}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_39", "inbound_nodes": [[["arr_1activation_38", 0, 0, {}]]], "shared_object_id": 344}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_40", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 345}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 346}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_40", "inbound_nodes": [[["arr_1average_pooling2d_4", 0, 0, {}]]], "shared_object_id": 347}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_31", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 348}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 349}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 350}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 351}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_31", "inbound_nodes": [[["arr_1conv2d_31", 0, 0, {}]]], "shared_object_id": 352}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_34", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 353}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 354}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 355}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 356}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_34", "inbound_nodes": [[["arr_1conv2d_34", 0, 0, {}]]], "shared_object_id": 357}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_39", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 358}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 359}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 360}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 361}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_39", "inbound_nodes": [[["arr_1conv2d_39", 0, 0, {}]]], "shared_object_id": 362}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_40", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 363}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 364}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 365}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 366}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_40", "inbound_nodes": [[["arr_1conv2d_40", 0, 0, {}]]], "shared_object_id": 367}, {"class_name": "Activation", "config": {"name": "arr_1activation_31", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_31", "inbound_nodes": [[["arr_1batch_normalization_31", 0, 0, {}]]], "shared_object_id": 368}, {"class_name": "Activation", "config": {"name": "arr_1activation_34", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_34", "inbound_nodes": [[["arr_1batch_normalization_34", 0, 0, {}]]], "shared_object_id": 369}, {"class_name": "Activation", "config": {"name": "arr_1activation_39", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_39", "inbound_nodes": [[["arr_1batch_normalization_39", 0, 0, {}]]], "shared_object_id": 370}, {"class_name": "Activation", "config": {"name": "arr_1activation_40", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_40", "inbound_nodes": [[["arr_1batch_normalization_40", 0, 0, {}]]], "shared_object_id": 371}, {"class_name": "Concatenate", "config": {"name": "arr_1mixed4", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1mixed4", "inbound_nodes": [[["arr_1activation_31", 0, 0, {}], ["arr_1activation_34", 0, 0, {}], ["arr_1activation_39", 0, 0, {}], ["arr_1activation_40", 0, 0, {}]]], "shared_object_id": 372}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_45", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 373}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 374}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_45", "inbound_nodes": [[["arr_1mixed4", 0, 0, {}]]], "shared_object_id": 375}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_45", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 376}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 377}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 378}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 379}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_45", "inbound_nodes": [[["arr_1conv2d_45", 0, 0, {}]]], "shared_object_id": 380}, {"class_name": "Activation", "config": {"name": "arr_1activation_45", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_45", "inbound_nodes": [[["arr_1batch_normalization_45", 0, 0, {}]]], "shared_object_id": 381}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_46", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 382}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 383}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_46", "inbound_nodes": [[["arr_1activation_45", 0, 0, {}]]], "shared_object_id": 384}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_46", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 385}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 386}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 387}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 388}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_46", "inbound_nodes": [[["arr_1conv2d_46", 0, 0, {}]]], "shared_object_id": 389}, {"class_name": "Activation", "config": {"name": "arr_1activation_46", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_46", "inbound_nodes": [[["arr_1batch_normalization_46", 0, 0, {}]]], "shared_object_id": 390}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_42", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 391}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 392}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_42", "inbound_nodes": [[["arr_1mixed4", 0, 0, {}]]], "shared_object_id": 393}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_47", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 394}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 395}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_47", "inbound_nodes": [[["arr_1activation_46", 0, 0, {}]]], "shared_object_id": 396}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_42", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 397}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 398}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 399}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 400}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_42", "inbound_nodes": [[["arr_1conv2d_42", 0, 0, {}]]], "shared_object_id": 401}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_47", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 402}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 403}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 404}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 405}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_47", "inbound_nodes": [[["arr_1conv2d_47", 0, 0, {}]]], "shared_object_id": 406}, {"class_name": "Activation", "config": {"name": "arr_1activation_42", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_42", "inbound_nodes": [[["arr_1batch_normalization_42", 0, 0, {}]]], "shared_object_id": 407}, {"class_name": "Activation", "config": {"name": "arr_1activation_47", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_47", "inbound_nodes": [[["arr_1batch_normalization_47", 0, 0, {}]]], "shared_object_id": 408}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_43", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 409}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 410}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_43", "inbound_nodes": [[["arr_1activation_42", 0, 0, {}]]], "shared_object_id": 411}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_48", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 412}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 413}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_48", "inbound_nodes": [[["arr_1activation_47", 0, 0, {}]]], "shared_object_id": 414}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_43", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 415}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 416}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 417}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 418}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_43", "inbound_nodes": [[["arr_1conv2d_43", 0, 0, {}]]], "shared_object_id": 419}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_48", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 420}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 421}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 422}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 423}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_48", "inbound_nodes": [[["arr_1conv2d_48", 0, 0, {}]]], "shared_object_id": 424}, {"class_name": "Activation", "config": {"name": "arr_1activation_43", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_43", "inbound_nodes": [[["arr_1batch_normalization_43", 0, 0, {}]]], "shared_object_id": 425}, {"class_name": "Activation", "config": {"name": "arr_1activation_48", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_48", "inbound_nodes": [[["arr_1batch_normalization_48", 0, 0, {}]]], "shared_object_id": 426}, {"class_name": "AveragePooling2D", "config": {"name": "arr_1average_pooling2d_5", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "arr_1average_pooling2d_5", "inbound_nodes": [[["arr_1mixed4", 0, 0, {}]]], "shared_object_id": 427}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_41", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 428}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 429}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_41", "inbound_nodes": [[["arr_1mixed4", 0, 0, {}]]], "shared_object_id": 430}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_44", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 431}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 432}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_44", "inbound_nodes": [[["arr_1activation_43", 0, 0, {}]]], "shared_object_id": 433}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_49", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 434}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 435}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_49", "inbound_nodes": [[["arr_1activation_48", 0, 0, {}]]], "shared_object_id": 436}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_50", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 437}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 438}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_50", "inbound_nodes": [[["arr_1average_pooling2d_5", 0, 0, {}]]], "shared_object_id": 439}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_41", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 440}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 441}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 442}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 443}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_41", "inbound_nodes": [[["arr_1conv2d_41", 0, 0, {}]]], "shared_object_id": 444}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_44", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 445}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 446}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 447}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 448}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_44", "inbound_nodes": [[["arr_1conv2d_44", 0, 0, {}]]], "shared_object_id": 449}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_49", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 450}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 451}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 452}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 453}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_49", "inbound_nodes": [[["arr_1conv2d_49", 0, 0, {}]]], "shared_object_id": 454}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_50", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 455}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 456}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 457}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 458}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_50", "inbound_nodes": [[["arr_1conv2d_50", 0, 0, {}]]], "shared_object_id": 459}, {"class_name": "Activation", "config": {"name": "arr_1activation_41", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_41", "inbound_nodes": [[["arr_1batch_normalization_41", 0, 0, {}]]], "shared_object_id": 460}, {"class_name": "Activation", "config": {"name": "arr_1activation_44", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_44", "inbound_nodes": [[["arr_1batch_normalization_44", 0, 0, {}]]], "shared_object_id": 461}, {"class_name": "Activation", "config": {"name": "arr_1activation_49", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_49", "inbound_nodes": [[["arr_1batch_normalization_49", 0, 0, {}]]], "shared_object_id": 462}, {"class_name": "Activation", "config": {"name": "arr_1activation_50", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_50", "inbound_nodes": [[["arr_1batch_normalization_50", 0, 0, {}]]], "shared_object_id": 463}, {"class_name": "Concatenate", "config": {"name": "arr_1mixed5", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1mixed5", "inbound_nodes": [[["arr_1activation_41", 0, 0, {}], ["arr_1activation_44", 0, 0, {}], ["arr_1activation_49", 0, 0, {}], ["arr_1activation_50", 0, 0, {}]]], "shared_object_id": 464}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_55", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 465}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 466}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_55", "inbound_nodes": [[["arr_1mixed5", 0, 0, {}]]], "shared_object_id": 467}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_55", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 468}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 469}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 470}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 471}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_55", "inbound_nodes": [[["arr_1conv2d_55", 0, 0, {}]]], "shared_object_id": 472}, {"class_name": "Activation", "config": {"name": "arr_1activation_55", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_55", "inbound_nodes": [[["arr_1batch_normalization_55", 0, 0, {}]]], "shared_object_id": 473}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_56", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 474}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 475}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_56", "inbound_nodes": [[["arr_1activation_55", 0, 0, {}]]], "shared_object_id": 476}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_56", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 477}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 478}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 479}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 480}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_56", "inbound_nodes": [[["arr_1conv2d_56", 0, 0, {}]]], "shared_object_id": 481}, {"class_name": "Activation", "config": {"name": "arr_1activation_56", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_56", "inbound_nodes": [[["arr_1batch_normalization_56", 0, 0, {}]]], "shared_object_id": 482}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_52", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 483}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 484}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_52", "inbound_nodes": [[["arr_1mixed5", 0, 0, {}]]], "shared_object_id": 485}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_57", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 486}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 487}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_57", "inbound_nodes": [[["arr_1activation_56", 0, 0, {}]]], "shared_object_id": 488}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_52", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 489}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 490}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 491}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 492}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_52", "inbound_nodes": [[["arr_1conv2d_52", 0, 0, {}]]], "shared_object_id": 493}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_57", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 494}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 495}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 496}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 497}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_57", "inbound_nodes": [[["arr_1conv2d_57", 0, 0, {}]]], "shared_object_id": 498}, {"class_name": "Activation", "config": {"name": "arr_1activation_52", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_52", "inbound_nodes": [[["arr_1batch_normalization_52", 0, 0, {}]]], "shared_object_id": 499}, {"class_name": "Activation", "config": {"name": "arr_1activation_57", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_57", "inbound_nodes": [[["arr_1batch_normalization_57", 0, 0, {}]]], "shared_object_id": 500}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_53", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 501}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 502}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_53", "inbound_nodes": [[["arr_1activation_52", 0, 0, {}]]], "shared_object_id": 503}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_58", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 504}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 505}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_58", "inbound_nodes": [[["arr_1activation_57", 0, 0, {}]]], "shared_object_id": 506}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_53", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 507}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 508}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 509}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 510}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_53", "inbound_nodes": [[["arr_1conv2d_53", 0, 0, {}]]], "shared_object_id": 511}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_58", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 512}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 513}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 514}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 515}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_58", "inbound_nodes": [[["arr_1conv2d_58", 0, 0, {}]]], "shared_object_id": 516}, {"class_name": "Activation", "config": {"name": "arr_1activation_53", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_53", "inbound_nodes": [[["arr_1batch_normalization_53", 0, 0, {}]]], "shared_object_id": 517}, {"class_name": "Activation", "config": {"name": "arr_1activation_58", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_58", "inbound_nodes": [[["arr_1batch_normalization_58", 0, 0, {}]]], "shared_object_id": 518}, {"class_name": "AveragePooling2D", "config": {"name": "arr_1average_pooling2d_6", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "arr_1average_pooling2d_6", "inbound_nodes": [[["arr_1mixed5", 0, 0, {}]]], "shared_object_id": 519}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_51", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 520}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 521}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_51", "inbound_nodes": [[["arr_1mixed5", 0, 0, {}]]], "shared_object_id": 522}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_54", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 523}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 524}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_54", "inbound_nodes": [[["arr_1activation_53", 0, 0, {}]]], "shared_object_id": 525}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_59", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 526}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 527}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_59", "inbound_nodes": [[["arr_1activation_58", 0, 0, {}]]], "shared_object_id": 528}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_60", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 529}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 530}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_60", "inbound_nodes": [[["arr_1average_pooling2d_6", 0, 0, {}]]], "shared_object_id": 531}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_51", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 532}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 533}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 534}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 535}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_51", "inbound_nodes": [[["arr_1conv2d_51", 0, 0, {}]]], "shared_object_id": 536}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_54", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 537}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 538}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 539}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 540}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_54", "inbound_nodes": [[["arr_1conv2d_54", 0, 0, {}]]], "shared_object_id": 541}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_59", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 542}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 543}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 544}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 545}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_59", "inbound_nodes": [[["arr_1conv2d_59", 0, 0, {}]]], "shared_object_id": 546}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_60", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 547}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 548}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 549}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 550}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_60", "inbound_nodes": [[["arr_1conv2d_60", 0, 0, {}]]], "shared_object_id": 551}, {"class_name": "Activation", "config": {"name": "arr_1activation_51", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_51", "inbound_nodes": [[["arr_1batch_normalization_51", 0, 0, {}]]], "shared_object_id": 552}, {"class_name": "Activation", "config": {"name": "arr_1activation_54", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_54", "inbound_nodes": [[["arr_1batch_normalization_54", 0, 0, {}]]], "shared_object_id": 553}, {"class_name": "Activation", "config": {"name": "arr_1activation_59", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_59", "inbound_nodes": [[["arr_1batch_normalization_59", 0, 0, {}]]], "shared_object_id": 554}, {"class_name": "Activation", "config": {"name": "arr_1activation_60", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_60", "inbound_nodes": [[["arr_1batch_normalization_60", 0, 0, {}]]], "shared_object_id": 555}, {"class_name": "Concatenate", "config": {"name": "arr_1mixed6", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1mixed6", "inbound_nodes": [[["arr_1activation_51", 0, 0, {}], ["arr_1activation_54", 0, 0, {}], ["arr_1activation_59", 0, 0, {}], ["arr_1activation_60", 0, 0, {}]]], "shared_object_id": 556}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_65", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 557}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 558}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_65", "inbound_nodes": [[["arr_1mixed6", 0, 0, {}]]], "shared_object_id": 559}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_65", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 560}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 561}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 562}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 563}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_65", "inbound_nodes": [[["arr_1conv2d_65", 0, 0, {}]]], "shared_object_id": 564}, {"class_name": "Activation", "config": {"name": "arr_1activation_65", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_65", "inbound_nodes": [[["arr_1batch_normalization_65", 0, 0, {}]]], "shared_object_id": 565}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_66", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 566}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 567}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_66", "inbound_nodes": [[["arr_1activation_65", 0, 0, {}]]], "shared_object_id": 568}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_66", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 569}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 570}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 571}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 572}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_66", "inbound_nodes": [[["arr_1conv2d_66", 0, 0, {}]]], "shared_object_id": 573}, {"class_name": "Activation", "config": {"name": "arr_1activation_66", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_66", "inbound_nodes": [[["arr_1batch_normalization_66", 0, 0, {}]]], "shared_object_id": 574}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_62", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 575}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 576}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_62", "inbound_nodes": [[["arr_1mixed6", 0, 0, {}]]], "shared_object_id": 577}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_67", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 578}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 579}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_67", "inbound_nodes": [[["arr_1activation_66", 0, 0, {}]]], "shared_object_id": 580}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_62", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 581}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 582}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 583}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 584}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_62", "inbound_nodes": [[["arr_1conv2d_62", 0, 0, {}]]], "shared_object_id": 585}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_67", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 586}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 587}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 588}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 589}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_67", "inbound_nodes": [[["arr_1conv2d_67", 0, 0, {}]]], "shared_object_id": 590}, {"class_name": "Activation", "config": {"name": "arr_1activation_62", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_62", "inbound_nodes": [[["arr_1batch_normalization_62", 0, 0, {}]]], "shared_object_id": 591}, {"class_name": "Activation", "config": {"name": "arr_1activation_67", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_67", "inbound_nodes": [[["arr_1batch_normalization_67", 0, 0, {}]]], "shared_object_id": 592}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_63", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 593}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 594}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_63", "inbound_nodes": [[["arr_1activation_62", 0, 0, {}]]], "shared_object_id": 595}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_68", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 596}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 597}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_68", "inbound_nodes": [[["arr_1activation_67", 0, 0, {}]]], "shared_object_id": 598}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_63", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 599}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 600}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 601}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 602}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_63", "inbound_nodes": [[["arr_1conv2d_63", 0, 0, {}]]], "shared_object_id": 603}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_68", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 604}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 605}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 606}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 607}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_68", "inbound_nodes": [[["arr_1conv2d_68", 0, 0, {}]]], "shared_object_id": 608}, {"class_name": "Activation", "config": {"name": "arr_1activation_63", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_63", "inbound_nodes": [[["arr_1batch_normalization_63", 0, 0, {}]]], "shared_object_id": 609}, {"class_name": "Activation", "config": {"name": "arr_1activation_68", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_68", "inbound_nodes": [[["arr_1batch_normalization_68", 0, 0, {}]]], "shared_object_id": 610}, {"class_name": "AveragePooling2D", "config": {"name": "arr_1average_pooling2d_7", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "arr_1average_pooling2d_7", "inbound_nodes": [[["arr_1mixed6", 0, 0, {}]]], "shared_object_id": 611}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_61", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 612}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 613}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_61", "inbound_nodes": [[["arr_1mixed6", 0, 0, {}]]], "shared_object_id": 614}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_64", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 615}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 616}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_64", "inbound_nodes": [[["arr_1activation_63", 0, 0, {}]]], "shared_object_id": 617}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_69", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 618}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 619}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_69", "inbound_nodes": [[["arr_1activation_68", 0, 0, {}]]], "shared_object_id": 620}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_70", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 621}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 622}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_70", "inbound_nodes": [[["arr_1average_pooling2d_7", 0, 0, {}]]], "shared_object_id": 623}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_61", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 624}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 625}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 626}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 627}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_61", "inbound_nodes": [[["arr_1conv2d_61", 0, 0, {}]]], "shared_object_id": 628}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_64", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 629}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 630}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 631}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 632}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_64", "inbound_nodes": [[["arr_1conv2d_64", 0, 0, {}]]], "shared_object_id": 633}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_69", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 634}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 635}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 636}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 637}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_69", "inbound_nodes": [[["arr_1conv2d_69", 0, 0, {}]]], "shared_object_id": 638}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_70", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 639}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 640}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 641}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 642}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_70", "inbound_nodes": [[["arr_1conv2d_70", 0, 0, {}]]], "shared_object_id": 643}, {"class_name": "Activation", "config": {"name": "arr_1activation_61", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_61", "inbound_nodes": [[["arr_1batch_normalization_61", 0, 0, {}]]], "shared_object_id": 644}, {"class_name": "Activation", "config": {"name": "arr_1activation_64", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_64", "inbound_nodes": [[["arr_1batch_normalization_64", 0, 0, {}]]], "shared_object_id": 645}, {"class_name": "Activation", "config": {"name": "arr_1activation_69", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_69", "inbound_nodes": [[["arr_1batch_normalization_69", 0, 0, {}]]], "shared_object_id": 646}, {"class_name": "Activation", "config": {"name": "arr_1activation_70", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_70", "inbound_nodes": [[["arr_1batch_normalization_70", 0, 0, {}]]], "shared_object_id": 647}, {"class_name": "Concatenate", "config": {"name": "arr_1mixed7", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1mixed7", "inbound_nodes": [[["arr_1activation_61", 0, 0, {}], ["arr_1activation_64", 0, 0, {}], ["arr_1activation_69", 0, 0, {}], ["arr_1activation_70", 0, 0, {}]]], "shared_object_id": 648}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_73", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 649}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 650}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_73", "inbound_nodes": [[["arr_1mixed7", 0, 0, {}]]], "shared_object_id": 651}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_73", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 652}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 653}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 654}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 655}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_73", "inbound_nodes": [[["arr_1conv2d_73", 0, 0, {}]]], "shared_object_id": 656}, {"class_name": "Activation", "config": {"name": "arr_1activation_73", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_73", "inbound_nodes": [[["arr_1batch_normalization_73", 0, 0, {}]]], "shared_object_id": 657}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_74", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 658}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 659}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_74", "inbound_nodes": [[["arr_1activation_73", 0, 0, {}]]], "shared_object_id": 660}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_74", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 661}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 662}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 663}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 664}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_74", "inbound_nodes": [[["arr_1conv2d_74", 0, 0, {}]]], "shared_object_id": 665}, {"class_name": "Activation", "config": {"name": "arr_1activation_74", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_74", "inbound_nodes": [[["arr_1batch_normalization_74", 0, 0, {}]]], "shared_object_id": 666}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_71", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 667}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 668}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_71", "inbound_nodes": [[["arr_1mixed7", 0, 0, {}]]], "shared_object_id": 669}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_75", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 670}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 671}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_75", "inbound_nodes": [[["arr_1activation_74", 0, 0, {}]]], "shared_object_id": 672}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_71", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 673}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 674}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 675}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 676}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_71", "inbound_nodes": [[["arr_1conv2d_71", 0, 0, {}]]], "shared_object_id": 677}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_75", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 678}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 679}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 680}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 681}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_75", "inbound_nodes": [[["arr_1conv2d_75", 0, 0, {}]]], "shared_object_id": 682}, {"class_name": "Activation", "config": {"name": "arr_1activation_71", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_71", "inbound_nodes": [[["arr_1batch_normalization_71", 0, 0, {}]]], "shared_object_id": 683}, {"class_name": "Activation", "config": {"name": "arr_1activation_75", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_75", "inbound_nodes": [[["arr_1batch_normalization_75", 0, 0, {}]]], "shared_object_id": 684}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_72", "trainable": true, "dtype": "float32", "filters": 320, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 685}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 686}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_72", "inbound_nodes": [[["arr_1activation_71", 0, 0, {}]]], "shared_object_id": 687}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_76", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 688}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 689}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_76", "inbound_nodes": [[["arr_1activation_75", 0, 0, {}]]], "shared_object_id": 690}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_72", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 691}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 692}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 693}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 694}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_72", "inbound_nodes": [[["arr_1conv2d_72", 0, 0, {}]]], "shared_object_id": 695}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_76", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 696}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 697}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 698}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 699}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_76", "inbound_nodes": [[["arr_1conv2d_76", 0, 0, {}]]], "shared_object_id": 700}, {"class_name": "Activation", "config": {"name": "arr_1activation_72", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_72", "inbound_nodes": [[["arr_1batch_normalization_72", 0, 0, {}]]], "shared_object_id": 701}, {"class_name": "Activation", "config": {"name": "arr_1activation_76", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_76", "inbound_nodes": [[["arr_1batch_normalization_76", 0, 0, {}]]], "shared_object_id": 702}, {"class_name": "MaxPooling2D", "config": {"name": "arr_1max_pooling2d_4", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "name": "arr_1max_pooling2d_4", "inbound_nodes": [[["arr_1mixed7", 0, 0, {}]]], "shared_object_id": 703}, {"class_name": "Concatenate", "config": {"name": "arr_1mixed8", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1mixed8", "inbound_nodes": [[["arr_1activation_72", 0, 0, {}], ["arr_1activation_76", 0, 0, {}], ["arr_1max_pooling2d_4", 0, 0, {}]]], "shared_object_id": 704}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_81", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 705}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 706}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_81", "inbound_nodes": [[["arr_1mixed8", 0, 0, {}]]], "shared_object_id": 707}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_81", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 708}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 709}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 710}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 711}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_81", "inbound_nodes": [[["arr_1conv2d_81", 0, 0, {}]]], "shared_object_id": 712}, {"class_name": "Activation", "config": {"name": "arr_1activation_81", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_81", "inbound_nodes": [[["arr_1batch_normalization_81", 0, 0, {}]]], "shared_object_id": 713}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_78", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 714}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 715}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_78", "inbound_nodes": [[["arr_1mixed8", 0, 0, {}]]], "shared_object_id": 716}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_82", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 717}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 718}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_82", "inbound_nodes": [[["arr_1activation_81", 0, 0, {}]]], "shared_object_id": 719}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_78", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 720}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 721}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 722}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 723}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_78", "inbound_nodes": [[["arr_1conv2d_78", 0, 0, {}]]], "shared_object_id": 724}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_82", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 725}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 726}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 727}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 728}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_82", "inbound_nodes": [[["arr_1conv2d_82", 0, 0, {}]]], "shared_object_id": 729}, {"class_name": "Activation", "config": {"name": "arr_1activation_78", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_78", "inbound_nodes": [[["arr_1batch_normalization_78", 0, 0, {}]]], "shared_object_id": 730}, {"class_name": "Activation", "config": {"name": "arr_1activation_82", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_82", "inbound_nodes": [[["arr_1batch_normalization_82", 0, 0, {}]]], "shared_object_id": 731}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_79", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 732}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 733}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_79", "inbound_nodes": [[["arr_1activation_78", 0, 0, {}]]], "shared_object_id": 734}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_80", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 735}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 736}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_80", "inbound_nodes": [[["arr_1activation_78", 0, 0, {}]]], "shared_object_id": 737}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_83", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 738}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 739}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_83", "inbound_nodes": [[["arr_1activation_82", 0, 0, {}]]], "shared_object_id": 740}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_84", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 741}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 742}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_84", "inbound_nodes": [[["arr_1activation_82", 0, 0, {}]]], "shared_object_id": 743}, {"class_name": "AveragePooling2D", "config": {"name": "arr_1average_pooling2d_8", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "arr_1average_pooling2d_8", "inbound_nodes": [[["arr_1mixed8", 0, 0, {}]]], "shared_object_id": 744}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_77", "trainable": true, "dtype": "float32", "filters": 320, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 745}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 746}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_77", "inbound_nodes": [[["arr_1mixed8", 0, 0, {}]]], "shared_object_id": 747}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_79", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 748}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 749}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 750}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 751}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_79", "inbound_nodes": [[["arr_1conv2d_79", 0, 0, {}]]], "shared_object_id": 752}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_80", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 753}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 754}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 755}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 756}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_80", "inbound_nodes": [[["arr_1conv2d_80", 0, 0, {}]]], "shared_object_id": 757}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_83", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 758}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 759}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 760}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 761}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_83", "inbound_nodes": [[["arr_1conv2d_83", 0, 0, {}]]], "shared_object_id": 762}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_84", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 763}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 764}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 765}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 766}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_84", "inbound_nodes": [[["arr_1conv2d_84", 0, 0, {}]]], "shared_object_id": 767}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_85", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 768}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 769}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_85", "inbound_nodes": [[["arr_1average_pooling2d_8", 0, 0, {}]]], "shared_object_id": 770}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_77", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 771}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 772}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 773}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 774}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_77", "inbound_nodes": [[["arr_1conv2d_77", 0, 0, {}]]], "shared_object_id": 775}, {"class_name": "Activation", "config": {"name": "arr_1activation_79", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_79", "inbound_nodes": [[["arr_1batch_normalization_79", 0, 0, {}]]], "shared_object_id": 776}, {"class_name": "Activation", "config": {"name": "arr_1activation_80", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_80", "inbound_nodes": [[["arr_1batch_normalization_80", 0, 0, {}]]], "shared_object_id": 777}, {"class_name": "Activation", "config": {"name": "arr_1activation_83", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_83", "inbound_nodes": [[["arr_1batch_normalization_83", 0, 0, {}]]], "shared_object_id": 778}, {"class_name": "Activation", "config": {"name": "arr_1activation_84", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_84", "inbound_nodes": [[["arr_1batch_normalization_84", 0, 0, {}]]], "shared_object_id": 779}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_85", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 780}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 781}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 782}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 783}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_85", "inbound_nodes": [[["arr_1conv2d_85", 0, 0, {}]]], "shared_object_id": 784}, {"class_name": "Activation", "config": {"name": "arr_1activation_77", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_77", "inbound_nodes": [[["arr_1batch_normalization_77", 0, 0, {}]]], "shared_object_id": 785}, {"class_name": "Concatenate", "config": {"name": "arr_1mixed9_0", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1mixed9_0", "inbound_nodes": [[["arr_1activation_79", 0, 0, {}], ["arr_1activation_80", 0, 0, {}]]], "shared_object_id": 786}, {"class_name": "Concatenate", "config": {"name": "arr_1concatenate_1", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1concatenate_1", "inbound_nodes": [[["arr_1activation_83", 0, 0, {}], ["arr_1activation_84", 0, 0, {}]]], "shared_object_id": 787}, {"class_name": "Activation", "config": {"name": "arr_1activation_85", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_85", "inbound_nodes": [[["arr_1batch_normalization_85", 0, 0, {}]]], "shared_object_id": 788}, {"class_name": "Concatenate", "config": {"name": "arr_1mixed9", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1mixed9", "inbound_nodes": [[["arr_1activation_77", 0, 0, {}], ["arr_1mixed9_0", 0, 0, {}], ["arr_1concatenate_1", 0, 0, {}], ["arr_1activation_85", 0, 0, {}]]], "shared_object_id": 789}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_90", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 790}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 791}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_90", "inbound_nodes": [[["arr_1mixed9", 0, 0, {}]]], "shared_object_id": 792}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_90", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 793}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 794}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 795}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 796}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_90", "inbound_nodes": [[["arr_1conv2d_90", 0, 0, {}]]], "shared_object_id": 797}, {"class_name": "Activation", "config": {"name": "arr_1activation_90", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_90", "inbound_nodes": [[["arr_1batch_normalization_90", 0, 0, {}]]], "shared_object_id": 798}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_87", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 799}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 800}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_87", "inbound_nodes": [[["arr_1mixed9", 0, 0, {}]]], "shared_object_id": 801}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_91", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 802}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 803}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_91", "inbound_nodes": [[["arr_1activation_90", 0, 0, {}]]], "shared_object_id": 804}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_87", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 805}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 806}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 807}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 808}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_87", "inbound_nodes": [[["arr_1conv2d_87", 0, 0, {}]]], "shared_object_id": 809}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_91", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 810}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 811}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 812}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 813}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_91", "inbound_nodes": [[["arr_1conv2d_91", 0, 0, {}]]], "shared_object_id": 814}, {"class_name": "Activation", "config": {"name": "arr_1activation_87", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_87", "inbound_nodes": [[["arr_1batch_normalization_87", 0, 0, {}]]], "shared_object_id": 815}, {"class_name": "Activation", "config": {"name": "arr_1activation_91", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_91", "inbound_nodes": [[["arr_1batch_normalization_91", 0, 0, {}]]], "shared_object_id": 816}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_88", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 817}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 818}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_88", "inbound_nodes": [[["arr_1activation_87", 0, 0, {}]]], "shared_object_id": 819}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_89", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 820}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 821}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_89", "inbound_nodes": [[["arr_1activation_87", 0, 0, {}]]], "shared_object_id": 822}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_92", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 823}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 824}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_92", "inbound_nodes": [[["arr_1activation_91", 0, 0, {}]]], "shared_object_id": 825}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_93", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 826}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 827}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_93", "inbound_nodes": [[["arr_1activation_91", 0, 0, {}]]], "shared_object_id": 828}, {"class_name": "AveragePooling2D", "config": {"name": "arr_1average_pooling2d_9", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "arr_1average_pooling2d_9", "inbound_nodes": [[["arr_1mixed9", 0, 0, {}]]], "shared_object_id": 829}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_86", "trainable": true, "dtype": "float32", "filters": 320, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 830}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 831}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_86", "inbound_nodes": [[["arr_1mixed9", 0, 0, {}]]], "shared_object_id": 832}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_88", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 833}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 834}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 835}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 836}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_88", "inbound_nodes": [[["arr_1conv2d_88", 0, 0, {}]]], "shared_object_id": 837}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_89", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 838}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 839}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 840}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 841}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_89", "inbound_nodes": [[["arr_1conv2d_89", 0, 0, {}]]], "shared_object_id": 842}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_92", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 843}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 844}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 845}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 846}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_92", "inbound_nodes": [[["arr_1conv2d_92", 0, 0, {}]]], "shared_object_id": 847}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_93", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 848}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 849}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 850}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 851}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_93", "inbound_nodes": [[["arr_1conv2d_93", 0, 0, {}]]], "shared_object_id": 852}, {"class_name": "Conv2D", "config": {"name": "arr_1conv2d_94", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 853}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 854}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "arr_1conv2d_94", "inbound_nodes": [[["arr_1average_pooling2d_9", 0, 0, {}]]], "shared_object_id": 855}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_86", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 856}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 857}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 858}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 859}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_86", "inbound_nodes": [[["arr_1conv2d_86", 0, 0, {}]]], "shared_object_id": 860}, {"class_name": "Activation", "config": {"name": "arr_1activation_88", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_88", "inbound_nodes": [[["arr_1batch_normalization_88", 0, 0, {}]]], "shared_object_id": 861}, {"class_name": "Activation", "config": {"name": "arr_1activation_89", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_89", "inbound_nodes": [[["arr_1batch_normalization_89", 0, 0, {}]]], "shared_object_id": 862}, {"class_name": "Activation", "config": {"name": "arr_1activation_92", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_92", "inbound_nodes": [[["arr_1batch_normalization_92", 0, 0, {}]]], "shared_object_id": 863}, {"class_name": "Activation", "config": {"name": "arr_1activation_93", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_93", "inbound_nodes": [[["arr_1batch_normalization_93", 0, 0, {}]]], "shared_object_id": 864}, {"class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_94", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 865}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 866}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 867}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 868}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "arr_1batch_normalization_94", "inbound_nodes": [[["arr_1conv2d_94", 0, 0, {}]]], "shared_object_id": 869}, {"class_name": "Activation", "config": {"name": "arr_1activation_86", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_86", "inbound_nodes": [[["arr_1batch_normalization_86", 0, 0, {}]]], "shared_object_id": 870}, {"class_name": "Concatenate", "config": {"name": "arr_1mixed9_1", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1mixed9_1", "inbound_nodes": [[["arr_1activation_88", 0, 0, {}], ["arr_1activation_89", 0, 0, {}]]], "shared_object_id": 871}, {"class_name": "Concatenate", "config": {"name": "arr_1concatenate_2", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1concatenate_2", "inbound_nodes": [[["arr_1activation_92", 0, 0, {}], ["arr_1activation_93", 0, 0, {}]]], "shared_object_id": 872}, {"class_name": "Activation", "config": {"name": "arr_1activation_94", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "arr_1activation_94", "inbound_nodes": [[["arr_1batch_normalization_94", 0, 0, {}]]], "shared_object_id": 873}, {"class_name": "Concatenate", "config": {"name": "arr_1mixed10", "trainable": true, "dtype": "float32", "axis": 3}, "name": "arr_1mixed10", "inbound_nodes": [[["arr_1activation_86", 0, 0, {}], ["arr_1mixed9_1", 0, 0, {}], ["arr_1concatenate_2", 0, 0, {}], ["arr_1activation_94", 0, 0, {}]]], "shared_object_id": 874}, {"class_name": "GlobalAveragePooling2D", "config": {"name": "global_average_pooling2d_1", "trainable": true, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "name": "global_average_pooling2d_1", "inbound_nodes": [[["arr_1mixed10", 0, 0, {}]]], "shared_object_id": 875}, {"class_name": "Dense", "config": {"name": "global_dense1", "trainable": true, "dtype": "float32", "units": 256, "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 876}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 877}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "global_dense1", "inbound_nodes": [[["global_average_pooling2d_1", 0, 0, {}]]], "shared_object_id": 878}, {"class_name": "Dropout", "config": {"name": "dropout_1", "trainable": true, "dtype": "float32", "rate": 0.5, "noise_shape": null, "seed": null}, "name": "dropout_1", "inbound_nodes": [[["global_dense1", 0, 0, {}]]], "shared_object_id": 879}, {"class_name": "Dense", "config": {"name": "global_dense2", "trainable": true, "dtype": "float32", "units": 128, "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 880}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 881}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "global_dense2", "inbound_nodes": [[["dropout_1", 0, 0, {}]]], "shared_object_id": 882}, {"class_name": "Dropout", "config": {"name": "dropout_2", "trainable": true, "dtype": "float32", "rate": 0.5, "noise_shape": null, "seed": null}, "name": "dropout_2", "inbound_nodes": [[["global_dense2", 0, 0, {}]]], "shared_object_id": 883}, {"class_name": "Dense", "config": {"name": "global_predictions", "trainable": true, "dtype": "float32", "units": 2, "activation": "softmax", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 884}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 885}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "global_predictions", "inbound_nodes": [[["dropout_2", 0, 0, {}]]], "shared_object_id": 886}], "input_layers": [["arr_1input_1", 0, 0]], "output_layers": [["global_predictions", 0, 0]]}}}2

�
root.layer-0"_tf_keras_input_layer*�{"class_name": "InputLayer", "name": "arr_1input_1", "dtype": "float32", "sparse": false, "ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null, 224, 224, 3]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, 224, 224, 3]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "arr_1input_1"}}2

�root.layer_with_weights-0"_tf_keras_layer*�
{"name": "arr_1conv2d_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_1", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 1}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1input_1", 0, 0, {}]]], "shared_object_id": 3, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 3}}, "shared_object_id": 889}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 224, 224, 3]}}2

�
root.layer_with_weights-1"_tf_keras_layer*�	{"name": "arr_1batch_normalization_1", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_1", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 4}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 5}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 6}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 7}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_1", 0, 0, {}]]], "shared_object_id": 8, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 32}}, "shared_object_id": 890}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 111, 111, 32]}}2

�root.layer-3"_tf_keras_layer*�{"name": "arr_1activation_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_1", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_1", 0, 0, {}]]], "shared_object_id": 9, "build_input_shape": {"class_name": "TensorShape", "items": [null, 111, 111, 32]}}2

�root.layer_with_weights-2"_tf_keras_layer*�
{"name": "arr_1conv2d_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_2", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 10}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 11}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_1", 0, 0, {}]]], "shared_object_id": 12, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 32}}, "shared_object_id": 891}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 111, 111, 32]}}2

�
root.layer_with_weights-3"_tf_keras_layer*�	{"name": "arr_1batch_normalization_2", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_2", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 13}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 14}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 15}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 16}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_2", 0, 0, {}]]], "shared_object_id": 17, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 32}}, "shared_object_id": 892}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 109, 109, 32]}}2

�root.layer-6"_tf_keras_layer*�{"name": "arr_1activation_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_2", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_2", 0, 0, {}]]], "shared_object_id": 18, "build_input_shape": {"class_name": "TensorShape", "items": [null, 109, 109, 32]}}2

�root.layer_with_weights-4"_tf_keras_layer*�
{"name": "arr_1conv2d_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_3", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 19}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 20}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_2", 0, 0, {}]]], "shared_object_id": 21, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 32}}, "shared_object_id": 893}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 109, 109, 32]}}2

�
	root.layer_with_weights-5"_tf_keras_layer*�	{"name": "arr_1batch_normalization_3", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_3", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 22}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 23}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 24}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 25}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_3", 0, 0, {}]]], "shared_object_id": 26, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 894}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 109, 109, 64]}}2

�
root.layer-9"_tf_keras_layer*�{"name": "arr_1activation_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_3", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_3", 0, 0, {}]]], "shared_object_id": 27, "build_input_shape": {"class_name": "TensorShape", "items": [null, 109, 109, 64]}}2

�
root.layer-10"_tf_keras_layer*�{"name": "arr_1max_pooling2d_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "MaxPooling2D", "config": {"name": "arr_1max_pooling2d_1", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["arr_1activation_3", 0, 0, {}]]], "shared_object_id": 28, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 895}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 109, 109, 64]}}2

�root.layer_with_weights-6"_tf_keras_layer*�
{"name": "arr_1conv2d_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_4", "trainable": true, "dtype": "float32", "filters": 80, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 29}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 30}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1max_pooling2d_1", 0, 0, {}]]], "shared_object_id": 31, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 896}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 54, 54, 64]}}2

�

root.layer_with_weights-7"_tf_keras_layer*�	{"name": "arr_1batch_normalization_4", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_4", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 32}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 33}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 34}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 35}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_4", 0, 0, {}]]], "shared_object_id": 36, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 80}}, "shared_object_id": 897}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 54, 54, 80]}}2

�
root.layer-13"_tf_keras_layer*�{"name": "arr_1activation_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_4", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_4", 0, 0, {}]]], "shared_object_id": 37, "build_input_shape": {"class_name": "TensorShape", "items": [null, 54, 54, 80]}}2

�root.layer_with_weights-8"_tf_keras_layer*�
{"name": "arr_1conv2d_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_5", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 38}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 39}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_4", 0, 0, {}]]], "shared_object_id": 40, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 80}}, "shared_object_id": 898}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 54, 54, 80]}}2

�
root.layer_with_weights-9"_tf_keras_layer*�	{"name": "arr_1batch_normalization_5", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_5", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 41}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 42}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 43}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 44}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_5", 0, 0, {}]]], "shared_object_id": 45, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 899}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 52, 52, 192]}}2

�
root.layer-16"_tf_keras_layer*�{"name": "arr_1activation_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_5", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_5", 0, 0, {}]]], "shared_object_id": 46, "build_input_shape": {"class_name": "TensorShape", "items": [null, 52, 52, 192]}}2

�
root.layer-17"_tf_keras_layer*�{"name": "arr_1max_pooling2d_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "MaxPooling2D", "config": {"name": "arr_1max_pooling2d_2", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["arr_1activation_5", 0, 0, {}]]], "shared_object_id": 47, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 900}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 52, 52, 192]}}2

�root.layer_with_weights-10"_tf_keras_layer*�
{"name": "arr_1conv2d_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_9", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 48}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 49}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1max_pooling2d_2", 0, 0, {}]]], "shared_object_id": 50, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 901}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 192]}}2

�
root.layer_with_weights-11"_tf_keras_layer*�	{"name": "arr_1batch_normalization_9", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_9", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 51}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 52}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 53}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 54}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_9", 0, 0, {}]]], "shared_object_id": 55, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 902}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�
root.layer-20"_tf_keras_layer*�{"name": "arr_1activation_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_9", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_9", 0, 0, {}]]], "shared_object_id": 56, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�root.layer_with_weights-12"_tf_keras_layer*�
{"name": "arr_1conv2d_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_7", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 57}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 58}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1max_pooling2d_2", 0, 0, {}]]], "shared_object_id": 59, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 903}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 192]}}2

�root.layer_with_weights-13"_tf_keras_layer*�
{"name": "arr_1conv2d_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_10", "trainable": true, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 60}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 61}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_9", 0, 0, {}]]], "shared_object_id": 62, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 904}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�
root.layer_with_weights-14"_tf_keras_layer*�	{"name": "arr_1batch_normalization_7", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_7", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 63}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 64}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 65}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 66}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_7", 0, 0, {}]]], "shared_object_id": 67, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 48}}, "shared_object_id": 905}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 48]}}2

�
root.layer_with_weights-15"_tf_keras_layer*�	{"name": "arr_1batch_normalization_10", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_10", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 68}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 69}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 70}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 71}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_10", 0, 0, {}]]], "shared_object_id": 72, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 96}}, "shared_object_id": 906}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�
root.layer-25"_tf_keras_layer*�{"name": "arr_1activation_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_7", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_7", 0, 0, {}]]], "shared_object_id": 73, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 48]}}2

�
root.layer-26"_tf_keras_layer*�{"name": "arr_1activation_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_10", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_10", 0, 0, {}]]], "shared_object_id": 74, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�
root.layer-27"_tf_keras_layer*�{"name": "arr_1average_pooling2d_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "arr_1average_pooling2d_1", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["arr_1max_pooling2d_2", 0, 0, {}]]], "shared_object_id": 75, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 907}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 192]}}2

�root.layer_with_weights-16"_tf_keras_layer*�
{"name": "arr_1conv2d_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_6", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 76}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 77}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1max_pooling2d_2", 0, 0, {}]]], "shared_object_id": 78, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 908}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 192]}}2

�root.layer_with_weights-17"_tf_keras_layer*�
{"name": "arr_1conv2d_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_8", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 79}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 80}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_7", 0, 0, {}]]], "shared_object_id": 81, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 48}}, "shared_object_id": 909}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 48]}}2

�root.layer_with_weights-18"_tf_keras_layer*�
{"name": "arr_1conv2d_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_11", "trainable": true, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 82}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 83}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_10", 0, 0, {}]]], "shared_object_id": 84, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 96}}, "shared_object_id": 910}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

� root.layer_with_weights-19"_tf_keras_layer*�
{"name": "arr_1conv2d_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_12", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 85}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 86}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1average_pooling2d_1", 0, 0, {}]]], "shared_object_id": 87, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 911}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 192]}}2

�
!root.layer_with_weights-20"_tf_keras_layer*�	{"name": "arr_1batch_normalization_6", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_6", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 88}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 89}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 90}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 91}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_6", 0, 0, {}]]], "shared_object_id": 92, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 912}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�
"root.layer_with_weights-21"_tf_keras_layer*�	{"name": "arr_1batch_normalization_8", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_8", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 93}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 94}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 95}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 96}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_8", 0, 0, {}]]], "shared_object_id": 97, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 913}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�
#root.layer_with_weights-22"_tf_keras_layer*�	{"name": "arr_1batch_normalization_11", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_11", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 98}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 99}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 100}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 101}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_11", 0, 0, {}]]], "shared_object_id": 102, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 96}}, "shared_object_id": 914}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�
$root.layer_with_weights-23"_tf_keras_layer*�	{"name": "arr_1batch_normalization_12", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_12", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 103}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 104}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 105}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 106}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_12", 0, 0, {}]]], "shared_object_id": 107, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 32}}, "shared_object_id": 915}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 32]}}2

�%
root.layer-36"_tf_keras_layer*�{"name": "arr_1activation_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_6", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_6", 0, 0, {}]]], "shared_object_id": 108, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�&
root.layer-37"_tf_keras_layer*�{"name": "arr_1activation_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_8", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_8", 0, 0, {}]]], "shared_object_id": 109, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�'
root.layer-38"_tf_keras_layer*�{"name": "arr_1activation_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_11", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_11", 0, 0, {}]]], "shared_object_id": 110, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�(
root.layer-39"_tf_keras_layer*�{"name": "arr_1activation_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_12", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_12", 0, 0, {}]]], "shared_object_id": 111, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 32]}}2

�)
root.layer-40"_tf_keras_layer*�{"name": "arr_1mixed0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "arr_1mixed0", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["arr_1activation_6", 0, 0, {}], ["arr_1activation_8", 0, 0, {}], ["arr_1activation_11", 0, 0, {}], ["arr_1activation_12", 0, 0, {}]]], "shared_object_id": 112, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 25, 25, 64]}, {"class_name": "TensorShape", "items": [null, 25, 25, 64]}, {"class_name": "TensorShape", "items": [null, 25, 25, 96]}, {"class_name": "TensorShape", "items": [null, 25, 25, 32]}]}2

�*root.layer_with_weights-24"_tf_keras_layer*�
{"name": "arr_1conv2d_16", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_16", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 113}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 114}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1mixed0", 0, 0, {}]]], "shared_object_id": 115, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 916}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 256]}}2

�
+root.layer_with_weights-25"_tf_keras_layer*�	{"name": "arr_1batch_normalization_16", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_16", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 116}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 117}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 118}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 119}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_16", 0, 0, {}]]], "shared_object_id": 120, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 917}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�,
root.layer-43"_tf_keras_layer*�{"name": "arr_1activation_16", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_16", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_16", 0, 0, {}]]], "shared_object_id": 121, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�-root.layer_with_weights-26"_tf_keras_layer*�
{"name": "arr_1conv2d_14", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_14", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 122}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 123}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1mixed0", 0, 0, {}]]], "shared_object_id": 124, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 918}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 256]}}2

�.root.layer_with_weights-27"_tf_keras_layer*�
{"name": "arr_1conv2d_17", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_17", "trainable": true, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 125}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 126}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_16", 0, 0, {}]]], "shared_object_id": 127, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 919}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�
/root.layer_with_weights-28"_tf_keras_layer*�	{"name": "arr_1batch_normalization_14", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_14", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 128}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 129}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 130}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 131}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_14", 0, 0, {}]]], "shared_object_id": 132, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 48}}, "shared_object_id": 920}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 48]}}2

�
0root.layer_with_weights-29"_tf_keras_layer*�	{"name": "arr_1batch_normalization_17", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_17", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 133}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 134}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 135}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 136}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_17", 0, 0, {}]]], "shared_object_id": 137, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 96}}, "shared_object_id": 921}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�1
root.layer-48"_tf_keras_layer*�{"name": "arr_1activation_14", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_14", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_14", 0, 0, {}]]], "shared_object_id": 138, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 48]}}2

�2
root.layer-49"_tf_keras_layer*�{"name": "arr_1activation_17", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_17", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_17", 0, 0, {}]]], "shared_object_id": 139, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�3
root.layer-50"_tf_keras_layer*�{"name": "arr_1average_pooling2d_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "arr_1average_pooling2d_2", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["arr_1mixed0", 0, 0, {}]]], "shared_object_id": 140, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 922}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 256]}}2

�4root.layer_with_weights-30"_tf_keras_layer*�
{"name": "arr_1conv2d_13", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_13", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 141}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 142}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1mixed0", 0, 0, {}]]], "shared_object_id": 143, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 923}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 256]}}2

�5root.layer_with_weights-31"_tf_keras_layer*�
{"name": "arr_1conv2d_15", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_15", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 144}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 145}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_14", 0, 0, {}]]], "shared_object_id": 146, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 48}}, "shared_object_id": 924}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 48]}}2

�6root.layer_with_weights-32"_tf_keras_layer*�
{"name": "arr_1conv2d_18", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_18", "trainable": true, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 147}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 148}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_17", 0, 0, {}]]], "shared_object_id": 149, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 96}}, "shared_object_id": 925}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�7root.layer_with_weights-33"_tf_keras_layer*�
{"name": "arr_1conv2d_19", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_19", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 150}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 151}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1average_pooling2d_2", 0, 0, {}]]], "shared_object_id": 152, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 926}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 256]}}2

�
8root.layer_with_weights-34"_tf_keras_layer*�	{"name": "arr_1batch_normalization_13", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_13", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 153}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 154}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 155}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 156}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_13", 0, 0, {}]]], "shared_object_id": 157, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 927}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�
9root.layer_with_weights-35"_tf_keras_layer*�	{"name": "arr_1batch_normalization_15", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_15", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 158}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 159}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 160}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 161}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_15", 0, 0, {}]]], "shared_object_id": 162, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 928}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�
:root.layer_with_weights-36"_tf_keras_layer*�	{"name": "arr_1batch_normalization_18", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_18", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 163}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 164}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 165}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 166}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_18", 0, 0, {}]]], "shared_object_id": 167, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 96}}, "shared_object_id": 929}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�
;root.layer_with_weights-37"_tf_keras_layer*�	{"name": "arr_1batch_normalization_19", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_19", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 168}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 169}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 170}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 171}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_19", 0, 0, {}]]], "shared_object_id": 172, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 930}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�<
root.layer-59"_tf_keras_layer*�{"name": "arr_1activation_13", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_13", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_13", 0, 0, {}]]], "shared_object_id": 173, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�=
root.layer-60"_tf_keras_layer*�{"name": "arr_1activation_15", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_15", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_15", 0, 0, {}]]], "shared_object_id": 174, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�>
root.layer-61"_tf_keras_layer*�{"name": "arr_1activation_18", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_18", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_18", 0, 0, {}]]], "shared_object_id": 175, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�?
root.layer-62"_tf_keras_layer*�{"name": "arr_1activation_19", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_19", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_19", 0, 0, {}]]], "shared_object_id": 176, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�@
root.layer-63"_tf_keras_layer*�{"name": "arr_1mixed1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "arr_1mixed1", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["arr_1activation_13", 0, 0, {}], ["arr_1activation_15", 0, 0, {}], ["arr_1activation_18", 0, 0, {}], ["arr_1activation_19", 0, 0, {}]]], "shared_object_id": 177, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 25, 25, 64]}, {"class_name": "TensorShape", "items": [null, 25, 25, 64]}, {"class_name": "TensorShape", "items": [null, 25, 25, 96]}, {"class_name": "TensorShape", "items": [null, 25, 25, 64]}]}2

�Aroot.layer_with_weights-38"_tf_keras_layer*�
{"name": "arr_1conv2d_23", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_23", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 178}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 179}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1mixed1", 0, 0, {}]]], "shared_object_id": 180, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 288}}, "shared_object_id": 931}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 288]}}2

�
Broot.layer_with_weights-39"_tf_keras_layer*�	{"name": "arr_1batch_normalization_23", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_23", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 181}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 182}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 183}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 184}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_23", 0, 0, {}]]], "shared_object_id": 185, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 932}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�C
root.layer-66"_tf_keras_layer*�{"name": "arr_1activation_23", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_23", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_23", 0, 0, {}]]], "shared_object_id": 186, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�Droot.layer_with_weights-40"_tf_keras_layer*�
{"name": "arr_1conv2d_21", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_21", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 187}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 188}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1mixed1", 0, 0, {}]]], "shared_object_id": 189, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 288}}, "shared_object_id": 933}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 288]}}2

�Eroot.layer_with_weights-41"_tf_keras_layer*�
{"name": "arr_1conv2d_24", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_24", "trainable": true, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 190}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 191}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_23", 0, 0, {}]]], "shared_object_id": 192, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 934}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�
Froot.layer_with_weights-42"_tf_keras_layer*�	{"name": "arr_1batch_normalization_21", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_21", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 193}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 194}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 195}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 196}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_21", 0, 0, {}]]], "shared_object_id": 197, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 48}}, "shared_object_id": 935}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 48]}}2

�
Groot.layer_with_weights-43"_tf_keras_layer*�	{"name": "arr_1batch_normalization_24", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_24", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 198}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 199}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 200}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 201}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_24", 0, 0, {}]]], "shared_object_id": 202, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 96}}, "shared_object_id": 936}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�H
root.layer-71"_tf_keras_layer*�{"name": "arr_1activation_21", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_21", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_21", 0, 0, {}]]], "shared_object_id": 203, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 48]}}2

�I
root.layer-72"_tf_keras_layer*�{"name": "arr_1activation_24", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_24", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_24", 0, 0, {}]]], "shared_object_id": 204, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�J
root.layer-73"_tf_keras_layer*�{"name": "arr_1average_pooling2d_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "arr_1average_pooling2d_3", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["arr_1mixed1", 0, 0, {}]]], "shared_object_id": 205, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 937}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 288]}}2

�Kroot.layer_with_weights-44"_tf_keras_layer*�
{"name": "arr_1conv2d_20", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_20", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 206}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 207}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1mixed1", 0, 0, {}]]], "shared_object_id": 208, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 288}}, "shared_object_id": 938}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 288]}}2

�Lroot.layer_with_weights-45"_tf_keras_layer*�
{"name": "arr_1conv2d_22", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_22", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 209}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 210}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_21", 0, 0, {}]]], "shared_object_id": 211, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 48}}, "shared_object_id": 939}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 48]}}2

�Mroot.layer_with_weights-46"_tf_keras_layer*�
{"name": "arr_1conv2d_25", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_25", "trainable": true, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 212}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 213}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_24", 0, 0, {}]]], "shared_object_id": 214, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 96}}, "shared_object_id": 940}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�Nroot.layer_with_weights-47"_tf_keras_layer*�
{"name": "arr_1conv2d_26", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_26", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 215}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 216}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1average_pooling2d_3", 0, 0, {}]]], "shared_object_id": 217, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 288}}, "shared_object_id": 941}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 288]}}2

�
Oroot.layer_with_weights-48"_tf_keras_layer*�	{"name": "arr_1batch_normalization_20", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_20", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 218}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 219}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 220}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 221}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_20", 0, 0, {}]]], "shared_object_id": 222, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 942}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�
Proot.layer_with_weights-49"_tf_keras_layer*�	{"name": "arr_1batch_normalization_22", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_22", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 223}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 224}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 225}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 226}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_22", 0, 0, {}]]], "shared_object_id": 227, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 943}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�
Qroot.layer_with_weights-50"_tf_keras_layer*�	{"name": "arr_1batch_normalization_25", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_25", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 228}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 229}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 230}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 231}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_25", 0, 0, {}]]], "shared_object_id": 232, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 96}}, "shared_object_id": 944}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�
Rroot.layer_with_weights-51"_tf_keras_layer*�	{"name": "arr_1batch_normalization_26", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_26", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 233}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 234}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 235}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 236}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_26", 0, 0, {}]]], "shared_object_id": 237, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 945}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�S
root.layer-82"_tf_keras_layer*�{"name": "arr_1activation_20", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_20", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_20", 0, 0, {}]]], "shared_object_id": 238, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�T
root.layer-83"_tf_keras_layer*�{"name": "arr_1activation_22", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_22", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_22", 0, 0, {}]]], "shared_object_id": 239, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�U
root.layer-84"_tf_keras_layer*�{"name": "arr_1activation_25", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_25", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_25", 0, 0, {}]]], "shared_object_id": 240, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�V
root.layer-85"_tf_keras_layer*�{"name": "arr_1activation_26", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_26", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_26", 0, 0, {}]]], "shared_object_id": 241, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�W
root.layer-86"_tf_keras_layer*�{"name": "arr_1mixed2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "arr_1mixed2", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["arr_1activation_20", 0, 0, {}], ["arr_1activation_22", 0, 0, {}], ["arr_1activation_25", 0, 0, {}], ["arr_1activation_26", 0, 0, {}]]], "shared_object_id": 242, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 25, 25, 64]}, {"class_name": "TensorShape", "items": [null, 25, 25, 64]}, {"class_name": "TensorShape", "items": [null, 25, 25, 96]}, {"class_name": "TensorShape", "items": [null, 25, 25, 64]}]}2

�Xroot.layer_with_weights-52"_tf_keras_layer*�
{"name": "arr_1conv2d_28", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_28", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 243}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 244}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1mixed2", 0, 0, {}]]], "shared_object_id": 245, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 288}}, "shared_object_id": 946}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 288]}}2

�
Yroot.layer_with_weights-53"_tf_keras_layer*�	{"name": "arr_1batch_normalization_28", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_28", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 246}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 247}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 248}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 249}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_28", 0, 0, {}]]], "shared_object_id": 250, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 947}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�Z
root.layer-89"_tf_keras_layer*�{"name": "arr_1activation_28", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_28", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_28", 0, 0, {}]]], "shared_object_id": 251, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�[root.layer_with_weights-54"_tf_keras_layer*�
{"name": "arr_1conv2d_29", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_29", "trainable": true, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 252}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 253}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_28", 0, 0, {}]]], "shared_object_id": 254, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 948}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�
\root.layer_with_weights-55"_tf_keras_layer*�	{"name": "arr_1batch_normalization_29", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_29", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 255}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 256}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 257}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 258}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_29", 0, 0, {}]]], "shared_object_id": 259, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 96}}, "shared_object_id": 949}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�]
root.layer-92"_tf_keras_layer*�{"name": "arr_1activation_29", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_29", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_29", 0, 0, {}]]], "shared_object_id": 260, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�^root.layer_with_weights-56"_tf_keras_layer*�
{"name": "arr_1conv2d_27", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_27", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 261}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 262}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1mixed2", 0, 0, {}]]], "shared_object_id": 263, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 288}}, "shared_object_id": 950}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 288]}}2

�_root.layer_with_weights-57"_tf_keras_layer*�
{"name": "arr_1conv2d_30", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_30", "trainable": true, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 264}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 265}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_29", 0, 0, {}]]], "shared_object_id": 266, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 96}}, "shared_object_id": 951}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�
`root.layer_with_weights-58"_tf_keras_layer*�	{"name": "arr_1batch_normalization_27", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_27", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 267}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 268}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 269}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 270}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_27", 0, 0, {}]]], "shared_object_id": 271, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 384}}, "shared_object_id": 952}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 384]}}2

�
aroot.layer_with_weights-59"_tf_keras_layer*�	{"name": "arr_1batch_normalization_30", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_30", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 272}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 273}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 274}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 275}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_30", 0, 0, {}]]], "shared_object_id": 276, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 96}}, "shared_object_id": 953}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 96]}}2

�b
root.layer-97"_tf_keras_layer*�{"name": "arr_1activation_27", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_27", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_27", 0, 0, {}]]], "shared_object_id": 277, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 384]}}2

�c
root.layer-98"_tf_keras_layer*�{"name": "arr_1activation_30", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_30", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_30", 0, 0, {}]]], "shared_object_id": 278, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 96]}}2

�d
root.layer-99"_tf_keras_layer*�{"name": "arr_1max_pooling2d_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "MaxPooling2D", "config": {"name": "arr_1max_pooling2d_3", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["arr_1mixed2", 0, 0, {}]]], "shared_object_id": 279, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 954}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 288]}}2

�eroot.layer-100"_tf_keras_layer*�{"name": "arr_1mixed3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "arr_1mixed3", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["arr_1activation_27", 0, 0, {}], ["arr_1activation_30", 0, 0, {}], ["arr_1max_pooling2d_3", 0, 0, {}]]], "shared_object_id": 280, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 12, 12, 384]}, {"class_name": "TensorShape", "items": [null, 12, 12, 96]}, {"class_name": "TensorShape", "items": [null, 12, 12, 288]}]}2

�froot.layer_with_weights-60"_tf_keras_layer*�
{"name": "arr_1conv2d_35", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_35", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 281}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 282}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1mixed3", 0, 0, {}]]], "shared_object_id": 283, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 955}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
groot.layer_with_weights-61"_tf_keras_layer*�	{"name": "arr_1batch_normalization_35", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_35", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 284}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 285}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 286}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 287}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_35", 0, 0, {}]]], "shared_object_id": 288, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 128}}, "shared_object_id": 956}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�hroot.layer-103"_tf_keras_layer*�{"name": "arr_1activation_35", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_35", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_35", 0, 0, {}]]], "shared_object_id": 289, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�iroot.layer_with_weights-62"_tf_keras_layer*�
{"name": "arr_1conv2d_36", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_36", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 290}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 291}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_35", 0, 0, {}]]], "shared_object_id": 292, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 128}}, "shared_object_id": 957}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�
jroot.layer_with_weights-63"_tf_keras_layer*�	{"name": "arr_1batch_normalization_36", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_36", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 293}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 294}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 295}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 296}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_36", 0, 0, {}]]], "shared_object_id": 297, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 128}}, "shared_object_id": 958}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�kroot.layer-106"_tf_keras_layer*�{"name": "arr_1activation_36", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_36", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_36", 0, 0, {}]]], "shared_object_id": 298, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�lroot.layer_with_weights-64"_tf_keras_layer*�
{"name": "arr_1conv2d_32", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_32", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 299}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 300}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1mixed3", 0, 0, {}]]], "shared_object_id": 301, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 959}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�mroot.layer_with_weights-65"_tf_keras_layer*�
{"name": "arr_1conv2d_37", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_37", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 302}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 303}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_36", 0, 0, {}]]], "shared_object_id": 304, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 128}}, "shared_object_id": 960}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�
nroot.layer_with_weights-66"_tf_keras_layer*�	{"name": "arr_1batch_normalization_32", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_32", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 305}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 306}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 307}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 308}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_32", 0, 0, {}]]], "shared_object_id": 309, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 128}}, "shared_object_id": 961}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�
oroot.layer_with_weights-67"_tf_keras_layer*�	{"name": "arr_1batch_normalization_37", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_37", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 310}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 311}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 312}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 313}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_37", 0, 0, {}]]], "shared_object_id": 314, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 128}}, "shared_object_id": 962}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�proot.layer-111"_tf_keras_layer*�{"name": "arr_1activation_32", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_32", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_32", 0, 0, {}]]], "shared_object_id": 315, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�qroot.layer-112"_tf_keras_layer*�{"name": "arr_1activation_37", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_37", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_37", 0, 0, {}]]], "shared_object_id": 316, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�rroot.layer_with_weights-68"_tf_keras_layer*�
{"name": "arr_1conv2d_33", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_33", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 317}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 318}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_32", 0, 0, {}]]], "shared_object_id": 319, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 128}}, "shared_object_id": 963}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�sroot.layer_with_weights-69"_tf_keras_layer*�
{"name": "arr_1conv2d_38", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_38", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 320}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 321}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_37", 0, 0, {}]]], "shared_object_id": 322, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 128}}, "shared_object_id": 964}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�
troot.layer_with_weights-70"_tf_keras_layer*�	{"name": "arr_1batch_normalization_33", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_33", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 323}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 324}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 325}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 326}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_33", 0, 0, {}]]], "shared_object_id": 327, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 128}}, "shared_object_id": 965}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�
uroot.layer_with_weights-71"_tf_keras_layer*�	{"name": "arr_1batch_normalization_38", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_38", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 328}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 329}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 330}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 331}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_38", 0, 0, {}]]], "shared_object_id": 332, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 128}}, "shared_object_id": 966}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�vroot.layer-117"_tf_keras_layer*�{"name": "arr_1activation_33", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_33", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_33", 0, 0, {}]]], "shared_object_id": 333, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�wroot.layer-118"_tf_keras_layer*�{"name": "arr_1activation_38", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_38", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_38", 0, 0, {}]]], "shared_object_id": 334, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�xroot.layer-119"_tf_keras_layer*�{"name": "arr_1average_pooling2d_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "arr_1average_pooling2d_4", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["arr_1mixed3", 0, 0, {}]]], "shared_object_id": 335, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 967}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�yroot.layer_with_weights-72"_tf_keras_layer*�
{"name": "arr_1conv2d_31", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_31", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 336}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 337}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1mixed3", 0, 0, {}]]], "shared_object_id": 338, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 968}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�zroot.layer_with_weights-73"_tf_keras_layer*�
{"name": "arr_1conv2d_34", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_34", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 339}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 340}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_33", 0, 0, {}]]], "shared_object_id": 341, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 128}}, "shared_object_id": 969}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�{root.layer_with_weights-74"_tf_keras_layer*�
{"name": "arr_1conv2d_39", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_39", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 342}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 343}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_38", 0, 0, {}]]], "shared_object_id": 344, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 128}}, "shared_object_id": 970}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�|root.layer_with_weights-75"_tf_keras_layer*�
{"name": "arr_1conv2d_40", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_40", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 345}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 346}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1average_pooling2d_4", 0, 0, {}]]], "shared_object_id": 347, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 971}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
}root.layer_with_weights-76"_tf_keras_layer*�	{"name": "arr_1batch_normalization_31", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_31", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 348}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 349}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 350}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 351}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_31", 0, 0, {}]]], "shared_object_id": 352, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 972}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
~root.layer_with_weights-77"_tf_keras_layer*�	{"name": "arr_1batch_normalization_34", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_34", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 353}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 354}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 355}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 356}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_34", 0, 0, {}]]], "shared_object_id": 357, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 973}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
root.layer_with_weights-78"_tf_keras_layer*�	{"name": "arr_1batch_normalization_39", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_39", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 358}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 359}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 360}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 361}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_39", 0, 0, {}]]], "shared_object_id": 362, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 974}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
root.layer_with_weights-79"_tf_keras_layer*�	{"name": "arr_1batch_normalization_40", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_40", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 363}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 364}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 365}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 366}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_40", 0, 0, {}]]], "shared_object_id": 367, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 975}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-128"_tf_keras_layer*�{"name": "arr_1activation_31", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_31", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_31", 0, 0, {}]]], "shared_object_id": 368, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-129"_tf_keras_layer*�{"name": "arr_1activation_34", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_34", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_34", 0, 0, {}]]], "shared_object_id": 369, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-130"_tf_keras_layer*�{"name": "arr_1activation_39", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_39", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_39", 0, 0, {}]]], "shared_object_id": 370, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-131"_tf_keras_layer*�{"name": "arr_1activation_40", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_40", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_40", 0, 0, {}]]], "shared_object_id": 371, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-132"_tf_keras_layer*�{"name": "arr_1mixed4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "arr_1mixed4", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["arr_1activation_31", 0, 0, {}], ["arr_1activation_34", 0, 0, {}], ["arr_1activation_39", 0, 0, {}], ["arr_1activation_40", 0, 0, {}]]], "shared_object_id": 372, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 12, 12, 192]}, {"class_name": "TensorShape", "items": [null, 12, 12, 192]}, {"class_name": "TensorShape", "items": [null, 12, 12, 192]}, {"class_name": "TensorShape", "items": [null, 12, 12, 192]}]}2

��
root.layer_with_weights-80"_tf_keras_layer*�
{"name": "arr_1conv2d_45", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_45", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 373}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 374}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1mixed4", 0, 0, {}]]], "shared_object_id": 375, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 976}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�
root.layer_with_weights-81"_tf_keras_layer*�	{"name": "arr_1batch_normalization_45", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_45", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 376}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 377}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 378}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 379}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_45", 0, 0, {}]]], "shared_object_id": 380, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 160}}, "shared_object_id": 977}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
root.layer-135"_tf_keras_layer*�{"name": "arr_1activation_45", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_45", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_45", 0, 0, {}]]], "shared_object_id": 381, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
root.layer_with_weights-82"_tf_keras_layer*�
{"name": "arr_1conv2d_46", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_46", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 382}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 383}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_45", 0, 0, {}]]], "shared_object_id": 384, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 160}}, "shared_object_id": 978}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
root.layer_with_weights-83"_tf_keras_layer*�	{"name": "arr_1batch_normalization_46", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_46", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 385}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 386}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 387}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 388}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_46", 0, 0, {}]]], "shared_object_id": 389, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 160}}, "shared_object_id": 979}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
root.layer-138"_tf_keras_layer*�{"name": "arr_1activation_46", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_46", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_46", 0, 0, {}]]], "shared_object_id": 390, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
root.layer_with_weights-84"_tf_keras_layer*�
{"name": "arr_1conv2d_42", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_42", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 391}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 392}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1mixed4", 0, 0, {}]]], "shared_object_id": 393, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 980}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

��
root.layer_with_weights-85"_tf_keras_layer*�
{"name": "arr_1conv2d_47", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_47", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 394}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 395}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_46", 0, 0, {}]]], "shared_object_id": 396, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 160}}, "shared_object_id": 981}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
root.layer_with_weights-86"_tf_keras_layer*�	{"name": "arr_1batch_normalization_42", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_42", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 397}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 398}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 399}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 400}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_42", 0, 0, {}]]], "shared_object_id": 401, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 160}}, "shared_object_id": 982}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
root.layer_with_weights-87"_tf_keras_layer*�	{"name": "arr_1batch_normalization_47", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_47", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 402}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 403}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 404}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 405}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_47", 0, 0, {}]]], "shared_object_id": 406, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 160}}, "shared_object_id": 983}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
root.layer-143"_tf_keras_layer*�{"name": "arr_1activation_42", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_42", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_42", 0, 0, {}]]], "shared_object_id": 407, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
root.layer-144"_tf_keras_layer*�{"name": "arr_1activation_47", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_47", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_47", 0, 0, {}]]], "shared_object_id": 408, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
root.layer_with_weights-88"_tf_keras_layer*�
{"name": "arr_1conv2d_43", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_43", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 409}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 410}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_42", 0, 0, {}]]], "shared_object_id": 411, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 160}}, "shared_object_id": 984}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
root.layer_with_weights-89"_tf_keras_layer*�
{"name": "arr_1conv2d_48", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_48", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 412}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 413}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_47", 0, 0, {}]]], "shared_object_id": 414, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 160}}, "shared_object_id": 985}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
root.layer_with_weights-90"_tf_keras_layer*�	{"name": "arr_1batch_normalization_43", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_43", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 415}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 416}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 417}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 418}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_43", 0, 0, {}]]], "shared_object_id": 419, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 160}}, "shared_object_id": 986}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
root.layer_with_weights-91"_tf_keras_layer*�	{"name": "arr_1batch_normalization_48", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_48", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 420}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 421}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 422}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 423}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_48", 0, 0, {}]]], "shared_object_id": 424, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 160}}, "shared_object_id": 987}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
root.layer-149"_tf_keras_layer*�{"name": "arr_1activation_43", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_43", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_43", 0, 0, {}]]], "shared_object_id": 425, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
root.layer-150"_tf_keras_layer*�{"name": "arr_1activation_48", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_48", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_48", 0, 0, {}]]], "shared_object_id": 426, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
root.layer-151"_tf_keras_layer*�{"name": "arr_1average_pooling2d_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "arr_1average_pooling2d_5", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["arr_1mixed4", 0, 0, {}]]], "shared_object_id": 427, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 988}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

��
root.layer_with_weights-92"_tf_keras_layer*�
{"name": "arr_1conv2d_41", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_41", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 428}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 429}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1mixed4", 0, 0, {}]]], "shared_object_id": 430, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 989}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

��
root.layer_with_weights-93"_tf_keras_layer*�
{"name": "arr_1conv2d_44", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_44", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 431}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 432}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_43", 0, 0, {}]]], "shared_object_id": 433, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 160}}, "shared_object_id": 990}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
root.layer_with_weights-94"_tf_keras_layer*�
{"name": "arr_1conv2d_49", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_49", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 434}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 435}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_48", 0, 0, {}]]], "shared_object_id": 436, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 160}}, "shared_object_id": 991}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
root.layer_with_weights-95"_tf_keras_layer*�
{"name": "arr_1conv2d_50", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_50", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 437}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 438}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1average_pooling2d_5", 0, 0, {}]]], "shared_object_id": 439, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 992}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�
root.layer_with_weights-96"_tf_keras_layer*�	{"name": "arr_1batch_normalization_41", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_41", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 440}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 441}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 442}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 443}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_41", 0, 0, {}]]], "shared_object_id": 444, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 993}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
root.layer_with_weights-97"_tf_keras_layer*�	{"name": "arr_1batch_normalization_44", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_44", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 445}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 446}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 447}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 448}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_44", 0, 0, {}]]], "shared_object_id": 449, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 994}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
root.layer_with_weights-98"_tf_keras_layer*�	{"name": "arr_1batch_normalization_49", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_49", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 450}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 451}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 452}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 453}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_49", 0, 0, {}]]], "shared_object_id": 454, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 995}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
root.layer_with_weights-99"_tf_keras_layer*�	{"name": "arr_1batch_normalization_50", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_50", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 455}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 456}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 457}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 458}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_50", 0, 0, {}]]], "shared_object_id": 459, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 996}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-160"_tf_keras_layer*�{"name": "arr_1activation_41", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_41", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_41", 0, 0, {}]]], "shared_object_id": 460, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-161"_tf_keras_layer*�{"name": "arr_1activation_44", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_44", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_44", 0, 0, {}]]], "shared_object_id": 461, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-162"_tf_keras_layer*�{"name": "arr_1activation_49", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_49", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_49", 0, 0, {}]]], "shared_object_id": 462, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-163"_tf_keras_layer*�{"name": "arr_1activation_50", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_50", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_50", 0, 0, {}]]], "shared_object_id": 463, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-164"_tf_keras_layer*�{"name": "arr_1mixed5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "arr_1mixed5", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["arr_1activation_41", 0, 0, {}], ["arr_1activation_44", 0, 0, {}], ["arr_1activation_49", 0, 0, {}], ["arr_1activation_50", 0, 0, {}]]], "shared_object_id": 464, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 12, 12, 192]}, {"class_name": "TensorShape", "items": [null, 12, 12, 192]}, {"class_name": "TensorShape", "items": [null, 12, 12, 192]}, {"class_name": "TensorShape", "items": [null, 12, 12, 192]}]}2

��
root.layer_with_weights-100"_tf_keras_layer*�
{"name": "arr_1conv2d_55", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_55", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 465}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 466}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1mixed5", 0, 0, {}]]], "shared_object_id": 467, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 997}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�
root.layer_with_weights-101"_tf_keras_layer*�	{"name": "arr_1batch_normalization_55", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_55", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 468}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 469}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 470}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 471}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_55", 0, 0, {}]]], "shared_object_id": 472, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 160}}, "shared_object_id": 998}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
root.layer-167"_tf_keras_layer*�{"name": "arr_1activation_55", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_55", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_55", 0, 0, {}]]], "shared_object_id": 473, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
root.layer_with_weights-102"_tf_keras_layer*�
{"name": "arr_1conv2d_56", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_56", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 474}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 475}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_55", 0, 0, {}]]], "shared_object_id": 476, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 160}}, "shared_object_id": 999}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
root.layer_with_weights-103"_tf_keras_layer*�	{"name": "arr_1batch_normalization_56", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_56", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 477}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 478}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 479}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 480}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_56", 0, 0, {}]]], "shared_object_id": 481, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 160}}, "shared_object_id": 1000}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
root.layer-170"_tf_keras_layer*�{"name": "arr_1activation_56", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_56", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_56", 0, 0, {}]]], "shared_object_id": 482, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
root.layer_with_weights-104"_tf_keras_layer*�
{"name": "arr_1conv2d_52", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_52", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 483}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 484}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1mixed5", 0, 0, {}]]], "shared_object_id": 485, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 1001}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

��
root.layer_with_weights-105"_tf_keras_layer*�
{"name": "arr_1conv2d_57", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_57", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 486}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 487}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_56", 0, 0, {}]]], "shared_object_id": 488, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 160}}, "shared_object_id": 1002}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
root.layer_with_weights-106"_tf_keras_layer*�	{"name": "arr_1batch_normalization_52", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_52", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 489}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 490}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 491}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 492}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_52", 0, 0, {}]]], "shared_object_id": 493, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 160}}, "shared_object_id": 1003}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
root.layer_with_weights-107"_tf_keras_layer*�	{"name": "arr_1batch_normalization_57", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_57", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 494}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 495}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 496}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 497}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_57", 0, 0, {}]]], "shared_object_id": 498, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 160}}, "shared_object_id": 1004}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
root.layer-175"_tf_keras_layer*�{"name": "arr_1activation_52", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_52", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_52", 0, 0, {}]]], "shared_object_id": 499, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
root.layer-176"_tf_keras_layer*�{"name": "arr_1activation_57", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_57", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_57", 0, 0, {}]]], "shared_object_id": 500, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
root.layer_with_weights-108"_tf_keras_layer*�
{"name": "arr_1conv2d_53", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_53", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 501}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 502}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_52", 0, 0, {}]]], "shared_object_id": 503, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 160}}, "shared_object_id": 1005}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
root.layer_with_weights-109"_tf_keras_layer*�
{"name": "arr_1conv2d_58", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_58", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 504}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 505}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_57", 0, 0, {}]]], "shared_object_id": 506, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 160}}, "shared_object_id": 1006}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
root.layer_with_weights-110"_tf_keras_layer*�	{"name": "arr_1batch_normalization_53", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_53", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 507}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 508}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 509}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 510}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_53", 0, 0, {}]]], "shared_object_id": 511, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 160}}, "shared_object_id": 1007}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
root.layer_with_weights-111"_tf_keras_layer*�	{"name": "arr_1batch_normalization_58", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_58", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 512}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 513}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 514}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 515}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_58", 0, 0, {}]]], "shared_object_id": 516, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 160}}, "shared_object_id": 1008}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
root.layer-181"_tf_keras_layer*�{"name": "arr_1activation_53", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_53", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_53", 0, 0, {}]]], "shared_object_id": 517, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
root.layer-182"_tf_keras_layer*�{"name": "arr_1activation_58", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_58", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_58", 0, 0, {}]]], "shared_object_id": 518, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
root.layer-183"_tf_keras_layer*�{"name": "arr_1average_pooling2d_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "arr_1average_pooling2d_6", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["arr_1mixed5", 0, 0, {}]]], "shared_object_id": 519, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 1009}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

��
root.layer_with_weights-112"_tf_keras_layer*�
{"name": "arr_1conv2d_51", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_51", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 520}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 521}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1mixed5", 0, 0, {}]]], "shared_object_id": 522, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 1010}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

��
root.layer_with_weights-113"_tf_keras_layer*�
{"name": "arr_1conv2d_54", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_54", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 523}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 524}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_53", 0, 0, {}]]], "shared_object_id": 525, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 160}}, "shared_object_id": 1011}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
root.layer_with_weights-114"_tf_keras_layer*�
{"name": "arr_1conv2d_59", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_59", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 526}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 527}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_58", 0, 0, {}]]], "shared_object_id": 528, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 160}}, "shared_object_id": 1012}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
root.layer_with_weights-115"_tf_keras_layer*�
{"name": "arr_1conv2d_60", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_60", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 529}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 530}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1average_pooling2d_6", 0, 0, {}]]], "shared_object_id": 531, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 1013}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�
root.layer_with_weights-116"_tf_keras_layer*�	{"name": "arr_1batch_normalization_51", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_51", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 532}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 533}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 534}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 535}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_51", 0, 0, {}]]], "shared_object_id": 536, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1014}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
root.layer_with_weights-117"_tf_keras_layer*�	{"name": "arr_1batch_normalization_54", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_54", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 537}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 538}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 539}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 540}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_54", 0, 0, {}]]], "shared_object_id": 541, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1015}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
root.layer_with_weights-118"_tf_keras_layer*�	{"name": "arr_1batch_normalization_59", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_59", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 542}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 543}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 544}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 545}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_59", 0, 0, {}]]], "shared_object_id": 546, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1016}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
root.layer_with_weights-119"_tf_keras_layer*�	{"name": "arr_1batch_normalization_60", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_60", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 547}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 548}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 549}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 550}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_60", 0, 0, {}]]], "shared_object_id": 551, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1017}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-192"_tf_keras_layer*�{"name": "arr_1activation_51", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_51", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_51", 0, 0, {}]]], "shared_object_id": 552, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-193"_tf_keras_layer*�{"name": "arr_1activation_54", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_54", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_54", 0, 0, {}]]], "shared_object_id": 553, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-194"_tf_keras_layer*�{"name": "arr_1activation_59", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_59", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_59", 0, 0, {}]]], "shared_object_id": 554, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-195"_tf_keras_layer*�{"name": "arr_1activation_60", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_60", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_60", 0, 0, {}]]], "shared_object_id": 555, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-196"_tf_keras_layer*�{"name": "arr_1mixed6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "arr_1mixed6", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["arr_1activation_51", 0, 0, {}], ["arr_1activation_54", 0, 0, {}], ["arr_1activation_59", 0, 0, {}], ["arr_1activation_60", 0, 0, {}]]], "shared_object_id": 556, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 12, 12, 192]}, {"class_name": "TensorShape", "items": [null, 12, 12, 192]}, {"class_name": "TensorShape", "items": [null, 12, 12, 192]}, {"class_name": "TensorShape", "items": [null, 12, 12, 192]}]}2

��
root.layer_with_weights-120"_tf_keras_layer*�
{"name": "arr_1conv2d_65", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_65", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 557}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 558}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1mixed6", 0, 0, {}]]], "shared_object_id": 559, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 1018}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�
root.layer_with_weights-121"_tf_keras_layer*�	{"name": "arr_1batch_normalization_65", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_65", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 560}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 561}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 562}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 563}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_65", 0, 0, {}]]], "shared_object_id": 564, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1019}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-199"_tf_keras_layer*�{"name": "arr_1activation_65", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_65", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_65", 0, 0, {}]]], "shared_object_id": 565, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer_with_weights-122"_tf_keras_layer*�
{"name": "arr_1conv2d_66", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_66", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 566}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 567}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_65", 0, 0, {}]]], "shared_object_id": 568, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 1020}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
root.layer_with_weights-123"_tf_keras_layer*�	{"name": "arr_1batch_normalization_66", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_66", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 569}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 570}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 571}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 572}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_66", 0, 0, {}]]], "shared_object_id": 573, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1021}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-202"_tf_keras_layer*�{"name": "arr_1activation_66", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_66", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_66", 0, 0, {}]]], "shared_object_id": 574, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer_with_weights-124"_tf_keras_layer*�
{"name": "arr_1conv2d_62", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_62", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 575}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 576}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1mixed6", 0, 0, {}]]], "shared_object_id": 577, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 1022}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

��
root.layer_with_weights-125"_tf_keras_layer*�
{"name": "arr_1conv2d_67", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_67", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 578}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 579}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_66", 0, 0, {}]]], "shared_object_id": 580, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 1023}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
root.layer_with_weights-126"_tf_keras_layer*�	{"name": "arr_1batch_normalization_62", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_62", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 581}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 582}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 583}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 584}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_62", 0, 0, {}]]], "shared_object_id": 585, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1024}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
root.layer_with_weights-127"_tf_keras_layer*�	{"name": "arr_1batch_normalization_67", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_67", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 586}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 587}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 588}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 589}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_67", 0, 0, {}]]], "shared_object_id": 590, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1025}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-207"_tf_keras_layer*�{"name": "arr_1activation_62", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_62", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_62", 0, 0, {}]]], "shared_object_id": 591, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-208"_tf_keras_layer*�{"name": "arr_1activation_67", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_67", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_67", 0, 0, {}]]], "shared_object_id": 592, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer_with_weights-128"_tf_keras_layer*�
{"name": "arr_1conv2d_63", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_63", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 593}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 594}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_62", 0, 0, {}]]], "shared_object_id": 595, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 1026}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer_with_weights-129"_tf_keras_layer*�
{"name": "arr_1conv2d_68", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_68", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 596}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 597}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_67", 0, 0, {}]]], "shared_object_id": 598, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 1027}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
root.layer_with_weights-130"_tf_keras_layer*�	{"name": "arr_1batch_normalization_63", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_63", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 599}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 600}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 601}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 602}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_63", 0, 0, {}]]], "shared_object_id": 603, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1028}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
root.layer_with_weights-131"_tf_keras_layer*�	{"name": "arr_1batch_normalization_68", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_68", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 604}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 605}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 606}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 607}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_68", 0, 0, {}]]], "shared_object_id": 608, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1029}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-213"_tf_keras_layer*�{"name": "arr_1activation_63", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_63", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_63", 0, 0, {}]]], "shared_object_id": 609, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-214"_tf_keras_layer*�{"name": "arr_1activation_68", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_68", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_68", 0, 0, {}]]], "shared_object_id": 610, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-215"_tf_keras_layer*�{"name": "arr_1average_pooling2d_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "arr_1average_pooling2d_7", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["arr_1mixed6", 0, 0, {}]]], "shared_object_id": 611, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 1030}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

��
root.layer_with_weights-132"_tf_keras_layer*�
{"name": "arr_1conv2d_61", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_61", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 612}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 613}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1mixed6", 0, 0, {}]]], "shared_object_id": 614, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 1031}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

��
root.layer_with_weights-133"_tf_keras_layer*�
{"name": "arr_1conv2d_64", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_64", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 615}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 616}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_63", 0, 0, {}]]], "shared_object_id": 617, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 1032}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer_with_weights-134"_tf_keras_layer*�
{"name": "arr_1conv2d_69", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_69", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 618}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 619}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_68", 0, 0, {}]]], "shared_object_id": 620, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 1033}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer_with_weights-135"_tf_keras_layer*�
{"name": "arr_1conv2d_70", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_70", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 621}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 622}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1average_pooling2d_7", 0, 0, {}]]], "shared_object_id": 623, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 1034}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�
root.layer_with_weights-136"_tf_keras_layer*�	{"name": "arr_1batch_normalization_61", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_61", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 624}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 625}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 626}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 627}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_61", 0, 0, {}]]], "shared_object_id": 628, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1035}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
root.layer_with_weights-137"_tf_keras_layer*�	{"name": "arr_1batch_normalization_64", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_64", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 629}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 630}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 631}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 632}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_64", 0, 0, {}]]], "shared_object_id": 633, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1036}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
root.layer_with_weights-138"_tf_keras_layer*�	{"name": "arr_1batch_normalization_69", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_69", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 634}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 635}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 636}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 637}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_69", 0, 0, {}]]], "shared_object_id": 638, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1037}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
root.layer_with_weights-139"_tf_keras_layer*�	{"name": "arr_1batch_normalization_70", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_70", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 639}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 640}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 641}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 642}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_70", 0, 0, {}]]], "shared_object_id": 643, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1038}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-224"_tf_keras_layer*�{"name": "arr_1activation_61", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_61", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_61", 0, 0, {}]]], "shared_object_id": 644, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-225"_tf_keras_layer*�{"name": "arr_1activation_64", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_64", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_64", 0, 0, {}]]], "shared_object_id": 645, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-226"_tf_keras_layer*�{"name": "arr_1activation_69", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_69", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_69", 0, 0, {}]]], "shared_object_id": 646, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-227"_tf_keras_layer*�{"name": "arr_1activation_70", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_70", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_70", 0, 0, {}]]], "shared_object_id": 647, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-228"_tf_keras_layer*�{"name": "arr_1mixed7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "arr_1mixed7", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["arr_1activation_61", 0, 0, {}], ["arr_1activation_64", 0, 0, {}], ["arr_1activation_69", 0, 0, {}], ["arr_1activation_70", 0, 0, {}]]], "shared_object_id": 648, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 12, 12, 192]}, {"class_name": "TensorShape", "items": [null, 12, 12, 192]}, {"class_name": "TensorShape", "items": [null, 12, 12, 192]}, {"class_name": "TensorShape", "items": [null, 12, 12, 192]}]}2

��
root.layer_with_weights-140"_tf_keras_layer*�
{"name": "arr_1conv2d_73", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_73", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 649}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 650}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1mixed7", 0, 0, {}]]], "shared_object_id": 651, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 1039}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�
root.layer_with_weights-141"_tf_keras_layer*�	{"name": "arr_1batch_normalization_73", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_73", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 652}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 653}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 654}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 655}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_73", 0, 0, {}]]], "shared_object_id": 656, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1040}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-231"_tf_keras_layer*�{"name": "arr_1activation_73", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_73", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_73", 0, 0, {}]]], "shared_object_id": 657, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer_with_weights-142"_tf_keras_layer*�
{"name": "arr_1conv2d_74", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_74", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 658}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 659}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_73", 0, 0, {}]]], "shared_object_id": 660, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 1041}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
root.layer_with_weights-143"_tf_keras_layer*�	{"name": "arr_1batch_normalization_74", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_74", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 661}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 662}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 663}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 664}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_74", 0, 0, {}]]], "shared_object_id": 665, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1042}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-234"_tf_keras_layer*�{"name": "arr_1activation_74", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_74", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_74", 0, 0, {}]]], "shared_object_id": 666, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer_with_weights-144"_tf_keras_layer*�
{"name": "arr_1conv2d_71", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_71", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 667}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 668}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1mixed7", 0, 0, {}]]], "shared_object_id": 669, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 1043}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

��
root.layer_with_weights-145"_tf_keras_layer*�
{"name": "arr_1conv2d_75", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_75", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 670}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 671}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_74", 0, 0, {}]]], "shared_object_id": 672, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 1044}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
root.layer_with_weights-146"_tf_keras_layer*�	{"name": "arr_1batch_normalization_71", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_71", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 673}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 674}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 675}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 676}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_71", 0, 0, {}]]], "shared_object_id": 677, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1045}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
root.layer_with_weights-147"_tf_keras_layer*�	{"name": "arr_1batch_normalization_75", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_75", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 678}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 679}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 680}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 681}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_75", 0, 0, {}]]], "shared_object_id": 682, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1046}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-239"_tf_keras_layer*�{"name": "arr_1activation_71", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_71", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_71", 0, 0, {}]]], "shared_object_id": 683, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer-240"_tf_keras_layer*�{"name": "arr_1activation_75", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_75", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_75", 0, 0, {}]]], "shared_object_id": 684, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer_with_weights-148"_tf_keras_layer*�
{"name": "arr_1conv2d_72", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_72", "trainable": true, "dtype": "float32", "filters": 320, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 685}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 686}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_71", 0, 0, {}]]], "shared_object_id": 687, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 1047}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
root.layer_with_weights-149"_tf_keras_layer*�
{"name": "arr_1conv2d_76", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_76", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 688}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 689}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_75", 0, 0, {}]]], "shared_object_id": 690, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 1048}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
root.layer_with_weights-150"_tf_keras_layer*�	{"name": "arr_1batch_normalization_72", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_72", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 691}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 692}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 693}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 694}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_72", 0, 0, {}]]], "shared_object_id": 695, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 320}}, "shared_object_id": 1049}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 320]}}2

�
�
root.layer_with_weights-151"_tf_keras_layer*�	{"name": "arr_1batch_normalization_76", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_76", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 696}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 697}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 698}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 699}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_76", 0, 0, {}]]], "shared_object_id": 700, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1050}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 192]}}2

��
root.layer-245"_tf_keras_layer*�{"name": "arr_1activation_72", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_72", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_72", 0, 0, {}]]], "shared_object_id": 701, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 320]}}2

��
root.layer-246"_tf_keras_layer*�{"name": "arr_1activation_76", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_76", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_76", 0, 0, {}]]], "shared_object_id": 702, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 192]}}2

��
root.layer-247"_tf_keras_layer*�{"name": "arr_1max_pooling2d_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "MaxPooling2D", "config": {"name": "arr_1max_pooling2d_4", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["arr_1mixed7", 0, 0, {}]]], "shared_object_id": 703, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 1051}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

��
root.layer-248"_tf_keras_layer*�{"name": "arr_1mixed8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "arr_1mixed8", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["arr_1activation_72", 0, 0, {}], ["arr_1activation_76", 0, 0, {}], ["arr_1max_pooling2d_4", 0, 0, {}]]], "shared_object_id": 704, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 320]}, {"class_name": "TensorShape", "items": [null, 5, 5, 192]}, {"class_name": "TensorShape", "items": [null, 5, 5, 768]}]}2

��
root.layer_with_weights-152"_tf_keras_layer*�
{"name": "arr_1conv2d_81", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_81", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 705}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 706}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1mixed8", 0, 0, {}]]], "shared_object_id": 707, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1280}}, "shared_object_id": 1052}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 1280]}}2

�
�
root.layer_with_weights-153"_tf_keras_layer*�	{"name": "arr_1batch_normalization_81", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_81", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 708}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 709}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 710}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 711}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_81", 0, 0, {}]]], "shared_object_id": 712, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 448}}, "shared_object_id": 1053}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 448]}}2

��
root.layer-251"_tf_keras_layer*�{"name": "arr_1activation_81", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_81", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_81", 0, 0, {}]]], "shared_object_id": 713, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 448]}}2

��
root.layer_with_weights-154"_tf_keras_layer*�
{"name": "arr_1conv2d_78", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_78", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 714}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 715}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1mixed8", 0, 0, {}]]], "shared_object_id": 716, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1280}}, "shared_object_id": 1054}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 1280]}}2

��
root.layer_with_weights-155"_tf_keras_layer*�
{"name": "arr_1conv2d_82", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_82", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 717}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 718}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_81", 0, 0, {}]]], "shared_object_id": 719, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 448}}, "shared_object_id": 1055}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 448]}}2

�
�
root.layer_with_weights-156"_tf_keras_layer*�	{"name": "arr_1batch_normalization_78", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_78", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 720}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 721}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 722}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 723}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_78", 0, 0, {}]]], "shared_object_id": 724, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 384}}, "shared_object_id": 1056}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�root.layer_with_weights-157"_tf_keras_layer*�	{"name": "arr_1batch_normalization_82", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_82", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 725}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 726}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 727}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 728}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_82", 0, 0, {}]]], "shared_object_id": 729, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 384}}, "shared_object_id": 1057}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��root.layer-256"_tf_keras_layer*�{"name": "arr_1activation_78", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_78", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_78", 0, 0, {}]]], "shared_object_id": 730, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��root.layer-257"_tf_keras_layer*�{"name": "arr_1activation_82", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_82", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_82", 0, 0, {}]]], "shared_object_id": 731, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��root.layer_with_weights-158"_tf_keras_layer*�
{"name": "arr_1conv2d_79", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_79", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 732}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 733}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_78", 0, 0, {}]]], "shared_object_id": 734, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 384}}, "shared_object_id": 1058}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��root.layer_with_weights-159"_tf_keras_layer*�
{"name": "arr_1conv2d_80", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_80", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 735}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 736}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_78", 0, 0, {}]]], "shared_object_id": 737, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 384}}, "shared_object_id": 1059}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��root.layer_with_weights-160"_tf_keras_layer*�
{"name": "arr_1conv2d_83", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_83", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 738}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 739}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_82", 0, 0, {}]]], "shared_object_id": 740, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 384}}, "shared_object_id": 1060}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��root.layer_with_weights-161"_tf_keras_layer*�
{"name": "arr_1conv2d_84", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_84", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 741}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 742}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_82", 0, 0, {}]]], "shared_object_id": 743, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 384}}, "shared_object_id": 1061}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��root.layer-262"_tf_keras_layer*�{"name": "arr_1average_pooling2d_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "arr_1average_pooling2d_8", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["arr_1mixed8", 0, 0, {}]]], "shared_object_id": 744, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 1062}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 1280]}}2

��root.layer_with_weights-162"_tf_keras_layer*�
{"name": "arr_1conv2d_77", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_77", "trainable": true, "dtype": "float32", "filters": 320, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 745}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 746}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1mixed8", 0, 0, {}]]], "shared_object_id": 747, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1280}}, "shared_object_id": 1063}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 1280]}}2

�
�root.layer_with_weights-163"_tf_keras_layer*�	{"name": "arr_1batch_normalization_79", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_79", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 748}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 749}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 750}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 751}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_79", 0, 0, {}]]], "shared_object_id": 752, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 384}}, "shared_object_id": 1064}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�root.layer_with_weights-164"_tf_keras_layer*�	{"name": "arr_1batch_normalization_80", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_80", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 753}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 754}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 755}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 756}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_80", 0, 0, {}]]], "shared_object_id": 757, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 384}}, "shared_object_id": 1065}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�root.layer_with_weights-165"_tf_keras_layer*�	{"name": "arr_1batch_normalization_83", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_83", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 758}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 759}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 760}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 761}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_83", 0, 0, {}]]], "shared_object_id": 762, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 384}}, "shared_object_id": 1066}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�root.layer_with_weights-166"_tf_keras_layer*�	{"name": "arr_1batch_normalization_84", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_84", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 763}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 764}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 765}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 766}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_84", 0, 0, {}]]], "shared_object_id": 767, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 384}}, "shared_object_id": 1067}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��root.layer_with_weights-167"_tf_keras_layer*�
{"name": "arr_1conv2d_85", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_85", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 768}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 769}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1average_pooling2d_8", 0, 0, {}]]], "shared_object_id": 770, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1280}}, "shared_object_id": 1068}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 1280]}}2

�
�root.layer_with_weights-168"_tf_keras_layer*�	{"name": "arr_1batch_normalization_77", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_77", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 771}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 772}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 773}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 774}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_77", 0, 0, {}]]], "shared_object_id": 775, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 320}}, "shared_object_id": 1069}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 320]}}2

��root.layer-270"_tf_keras_layer*�{"name": "arr_1activation_79", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_79", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_79", 0, 0, {}]]], "shared_object_id": 776, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��root.layer-271"_tf_keras_layer*�{"name": "arr_1activation_80", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_80", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_80", 0, 0, {}]]], "shared_object_id": 777, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��root.layer-272"_tf_keras_layer*�{"name": "arr_1activation_83", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_83", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_83", 0, 0, {}]]], "shared_object_id": 778, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��root.layer-273"_tf_keras_layer*�{"name": "arr_1activation_84", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_84", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_84", 0, 0, {}]]], "shared_object_id": 779, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�root.layer_with_weights-169"_tf_keras_layer*�	{"name": "arr_1batch_normalization_85", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_85", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 780}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 781}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 782}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 783}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_85", 0, 0, {}]]], "shared_object_id": 784, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1070}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 192]}}2

��root.layer-275"_tf_keras_layer*�{"name": "arr_1activation_77", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_77", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_77", 0, 0, {}]]], "shared_object_id": 785, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 320]}}2

��root.layer-276"_tf_keras_layer*�{"name": "arr_1mixed9_0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "arr_1mixed9_0", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["arr_1activation_79", 0, 0, {}], ["arr_1activation_80", 0, 0, {}]]], "shared_object_id": 786, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 384]}, {"class_name": "TensorShape", "items": [null, 5, 5, 384]}]}2

��root.layer-277"_tf_keras_layer*�{"name": "arr_1concatenate_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "arr_1concatenate_1", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["arr_1activation_83", 0, 0, {}], ["arr_1activation_84", 0, 0, {}]]], "shared_object_id": 787, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 384]}, {"class_name": "TensorShape", "items": [null, 5, 5, 384]}]}2

��root.layer-278"_tf_keras_layer*�{"name": "arr_1activation_85", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_85", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_85", 0, 0, {}]]], "shared_object_id": 788, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 192]}}2

��root.layer-279"_tf_keras_layer*�{"name": "arr_1mixed9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "arr_1mixed9", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["arr_1activation_77", 0, 0, {}], ["arr_1mixed9_0", 0, 0, {}], ["arr_1concatenate_1", 0, 0, {}], ["arr_1activation_85", 0, 0, {}]]], "shared_object_id": 789, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 320]}, {"class_name": "TensorShape", "items": [null, 5, 5, 768]}, {"class_name": "TensorShape", "items": [null, 5, 5, 768]}, {"class_name": "TensorShape", "items": [null, 5, 5, 192]}]}2

��root.layer_with_weights-170"_tf_keras_layer*�
{"name": "arr_1conv2d_90", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_90", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 790}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 791}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1mixed9", 0, 0, {}]]], "shared_object_id": 792, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 2048}}, "shared_object_id": 1071}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 2048]}}2

�
�root.layer_with_weights-171"_tf_keras_layer*�	{"name": "arr_1batch_normalization_90", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_90", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 793}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 794}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 795}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 796}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_90", 0, 0, {}]]], "shared_object_id": 797, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 448}}, "shared_object_id": 1072}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 448]}}2

��root.layer-282"_tf_keras_layer*�{"name": "arr_1activation_90", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_90", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_90", 0, 0, {}]]], "shared_object_id": 798, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 448]}}2

��root.layer_with_weights-172"_tf_keras_layer*�
{"name": "arr_1conv2d_87", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_87", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 799}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 800}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1mixed9", 0, 0, {}]]], "shared_object_id": 801, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 2048}}, "shared_object_id": 1073}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 2048]}}2

��root.layer_with_weights-173"_tf_keras_layer*�
{"name": "arr_1conv2d_91", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_91", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 802}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 803}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_90", 0, 0, {}]]], "shared_object_id": 804, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 448}}, "shared_object_id": 1074}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 448]}}2

�
�root.layer_with_weights-174"_tf_keras_layer*�	{"name": "arr_1batch_normalization_87", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_87", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 805}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 806}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 807}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 808}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_87", 0, 0, {}]]], "shared_object_id": 809, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 384}}, "shared_object_id": 1075}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�root.layer_with_weights-175"_tf_keras_layer*�	{"name": "arr_1batch_normalization_91", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_91", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 810}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 811}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 812}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 813}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_91", 0, 0, {}]]], "shared_object_id": 814, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 384}}, "shared_object_id": 1076}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��root.layer-287"_tf_keras_layer*�{"name": "arr_1activation_87", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_87", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_87", 0, 0, {}]]], "shared_object_id": 815, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��root.layer-288"_tf_keras_layer*�{"name": "arr_1activation_91", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_91", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_91", 0, 0, {}]]], "shared_object_id": 816, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��root.layer_with_weights-176"_tf_keras_layer*�
{"name": "arr_1conv2d_88", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_88", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 817}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 818}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_87", 0, 0, {}]]], "shared_object_id": 819, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 384}}, "shared_object_id": 1077}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��root.layer_with_weights-177"_tf_keras_layer*�
{"name": "arr_1conv2d_89", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_89", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 820}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 821}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_87", 0, 0, {}]]], "shared_object_id": 822, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 384}}, "shared_object_id": 1078}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��root.layer_with_weights-178"_tf_keras_layer*�
{"name": "arr_1conv2d_92", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_92", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 823}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 824}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_91", 0, 0, {}]]], "shared_object_id": 825, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 384}}, "shared_object_id": 1079}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��root.layer_with_weights-179"_tf_keras_layer*�
{"name": "arr_1conv2d_93", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_93", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 826}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 827}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1activation_91", 0, 0, {}]]], "shared_object_id": 828, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 384}}, "shared_object_id": 1080}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��root.layer-293"_tf_keras_layer*�{"name": "arr_1average_pooling2d_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "arr_1average_pooling2d_9", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["arr_1mixed9", 0, 0, {}]]], "shared_object_id": 829, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 1081}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 2048]}}2

��root.layer_with_weights-180"_tf_keras_layer*�
{"name": "arr_1conv2d_86", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_86", "trainable": true, "dtype": "float32", "filters": 320, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 830}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 831}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1mixed9", 0, 0, {}]]], "shared_object_id": 832, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 2048}}, "shared_object_id": 1082}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 2048]}}2

�
�root.layer_with_weights-181"_tf_keras_layer*�	{"name": "arr_1batch_normalization_88", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_88", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 833}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 834}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 835}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 836}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_88", 0, 0, {}]]], "shared_object_id": 837, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 384}}, "shared_object_id": 1083}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�root.layer_with_weights-182"_tf_keras_layer*�	{"name": "arr_1batch_normalization_89", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_89", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 838}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 839}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 840}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 841}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_89", 0, 0, {}]]], "shared_object_id": 842, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 384}}, "shared_object_id": 1084}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�root.layer_with_weights-183"_tf_keras_layer*�	{"name": "arr_1batch_normalization_92", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_92", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 843}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 844}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 845}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 846}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_92", 0, 0, {}]]], "shared_object_id": 847, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 384}}, "shared_object_id": 1085}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�root.layer_with_weights-184"_tf_keras_layer*�	{"name": "arr_1batch_normalization_93", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_93", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 848}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 849}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 850}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 851}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_93", 0, 0, {}]]], "shared_object_id": 852, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 384}}, "shared_object_id": 1086}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��root.layer_with_weights-185"_tf_keras_layer*�
{"name": "arr_1conv2d_94", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "arr_1conv2d_94", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 853}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 854}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["arr_1average_pooling2d_9", 0, 0, {}]]], "shared_object_id": 855, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 2048}}, "shared_object_id": 1087}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 2048]}}2

�
�root.layer_with_weights-186"_tf_keras_layer*�	{"name": "arr_1batch_normalization_86", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_86", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 856}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 857}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 858}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 859}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_86", 0, 0, {}]]], "shared_object_id": 860, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 320}}, "shared_object_id": 1088}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 320]}}2

��root.layer-301"_tf_keras_layer*�{"name": "arr_1activation_88", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_88", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_88", 0, 0, {}]]], "shared_object_id": 861, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��root.layer-302"_tf_keras_layer*�{"name": "arr_1activation_89", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_89", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_89", 0, 0, {}]]], "shared_object_id": 862, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��root.layer-303"_tf_keras_layer*�{"name": "arr_1activation_92", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_92", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_92", 0, 0, {}]]], "shared_object_id": 863, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��root.layer-304"_tf_keras_layer*�{"name": "arr_1activation_93", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_93", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_93", 0, 0, {}]]], "shared_object_id": 864, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�root.layer_with_weights-187"_tf_keras_layer*�	{"name": "arr_1batch_normalization_94", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "arr_1batch_normalization_94", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 865}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 866}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 867}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 868}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["arr_1conv2d_94", 0, 0, {}]]], "shared_object_id": 869, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1089}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 192]}}2

��root.layer-306"_tf_keras_layer*�{"name": "arr_1activation_86", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_86", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_86", 0, 0, {}]]], "shared_object_id": 870, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 320]}}2

��root.layer-307"_tf_keras_layer*�{"name": "arr_1mixed9_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "arr_1mixed9_1", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["arr_1activation_88", 0, 0, {}], ["arr_1activation_89", 0, 0, {}]]], "shared_object_id": 871, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 384]}, {"class_name": "TensorShape", "items": [null, 5, 5, 384]}]}2

��root.layer-308"_tf_keras_layer*�{"name": "arr_1concatenate_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "arr_1concatenate_2", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["arr_1activation_92", 0, 0, {}], ["arr_1activation_93", 0, 0, {}]]], "shared_object_id": 872, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 384]}, {"class_name": "TensorShape", "items": [null, 5, 5, 384]}]}2

��root.layer-309"_tf_keras_layer*�{"name": "arr_1activation_94", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "arr_1activation_94", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["arr_1batch_normalization_94", 0, 0, {}]]], "shared_object_id": 873, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 192]}}2

��root.layer-310"_tf_keras_layer*�{"name": "arr_1mixed10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "arr_1mixed10", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["arr_1activation_86", 0, 0, {}], ["arr_1mixed9_1", 0, 0, {}], ["arr_1concatenate_2", 0, 0, {}], ["arr_1activation_94", 0, 0, {}]]], "shared_object_id": 874, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 320]}, {"class_name": "TensorShape", "items": [null, 5, 5, 768]}, {"class_name": "TensorShape", "items": [null, 5, 5, 768]}, {"class_name": "TensorShape", "items": [null, 5, 5, 192]}]}2

��root.layer-311"_tf_keras_layer*�{"name": "global_average_pooling2d_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GlobalAveragePooling2D", "config": {"name": "global_average_pooling2d_1", "trainable": true, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["arr_1mixed10", 0, 0, {}]]], "shared_object_id": 875, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 1090}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 2048]}}2

�	�root.layer_with_weights-188"_tf_keras_layer*�{"name": "global_dense1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "global_dense1", "trainable": true, "dtype": "float32", "units": 256, "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 876}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 877}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["global_average_pooling2d_1", 0, 0, {}]]], "shared_object_id": 878, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 2048}}, "shared_object_id": 1091}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 2048]}}2

��root.layer-313"_tf_keras_layer*�{"name": "dropout_1", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dropout", "config": {"name": "dropout_1", "trainable": true, "dtype": "float32", "rate": 0.5, "noise_shape": null, "seed": null}, "inbound_nodes": [[["global_dense1", 0, 0, {}]]], "shared_object_id": 879, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256]}}2

�	�root.layer_with_weights-189"_tf_keras_layer*�{"name": "global_dense2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "global_dense2", "trainable": true, "dtype": "float32", "units": 128, "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 880}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 881}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["dropout_1", 0, 0, {}]]], "shared_object_id": 882, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 256}}, "shared_object_id": 1092}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 256]}}2

��root.layer-315"_tf_keras_layer*�{"name": "dropout_2", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dropout", "config": {"name": "dropout_2", "trainable": true, "dtype": "float32", "rate": 0.5, "noise_shape": null, "seed": null}, "inbound_nodes": [[["global_dense2", 0, 0, {}]]], "shared_object_id": 883, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128]}}2

�	�root.layer_with_weights-190"_tf_keras_layer*�{"name": "global_predictions", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "global_predictions", "trainable": true, "dtype": "float32", "units": 2, "activation": "softmax", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 884}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 885}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["dropout_2", 0, 0, {}]]], "shared_object_id": 886, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 128}}, "shared_object_id": 1093}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 128]}}2

�
�(root.keras_api.metrics.0"_tf_keras_metric*�
{"class_name": "Mean", "name": "loss", "dtype": "float32", "config": {"name": "loss", "dtype": "float32"}, "shared_object_id": 1094}2

�
�(root.keras_api.metrics.1"_tf_keras_metric*�
{"class_name": "MeanMetricWrapper", "name": "accuracy", "dtype": "float32", "config": {"name": "accuracy", "dtype": "float32", "fn": "categorical_accuracy"}, "shared_object_id": 1095}2